From 091b8a9bbd1fbbf3f9b2fc972766cfa45251b8d2 Mon Sep 17 00:00:00 2001 From: SatwikMohan Date: Tue, 4 Jun 2024 01:27:07 +0530 Subject: [PATCH 1/5] pgp_api --- .../PGP_Encryption_Decryption_API/README.md | 71 + .../PGP_Encryption_Decryption_API/index.mjs | 9 + .../middlewares.js | 79 ++ .../package-lock.json | 1241 +++++++++++++++++ .../package.json | 6 + .../PGP_Encryption_Decryption_API/routes.mjs | 76 + 6 files changed, 1482 insertions(+) create mode 100644 New_APIs/PGP_Encryption_Decryption_API/README.md create mode 100644 New_APIs/PGP_Encryption_Decryption_API/index.mjs create mode 100644 New_APIs/PGP_Encryption_Decryption_API/middlewares.js create mode 100644 New_APIs/PGP_Encryption_Decryption_API/package-lock.json create mode 100644 New_APIs/PGP_Encryption_Decryption_API/package.json create mode 100644 New_APIs/PGP_Encryption_Decryption_API/routes.mjs diff --git a/New_APIs/PGP_Encryption_Decryption_API/README.md b/New_APIs/PGP_Encryption_Decryption_API/README.md new file mode 100644 index 0000000..d3ffd76 --- /dev/null +++ b/New_APIs/PGP_Encryption_Decryption_API/README.md @@ -0,0 +1,71 @@ +# Encryption and Decryption API using Pretty Good Privacy (PGP) algorithm + +## Installation + +To use this program, you need to have Node.js installed. Then, install the required `express` and `openpgp` libraries by running: + +```sh +npm i express +``` + +```sh +npm i openpgp +``` + +## Method to use the API + +1. Run the index.mjs file using the following command: +```sh + node index.mjs +``` + +OR + +```sh + nodemon index.mjs +``` +2. Then use the /generateKey endpoint to generate the encryption and decryption key pair. + +POST - http://localhost:80/generateKey + +The Data body : + +{ + "name":"Username", + "email":"Useremail", + "password":"A strong password of your choice" +} + +3. After creating the key pairs you can use the encryption and decryption functionalities. + +4. To use the encryption dervice use the /encrypt endpoint. + +POST - http://localhost:80/encrypt + +The Data body : + +{ + "text":"Plain text to be encrypted", + "encryptKey":"Generated Encryption Key" +} + +5. To use the encryption service use the /encrypt endpoint. + +POST - http://localhost:80/decrypt + +The Data body : + +{ + "text":"Encrypted plain text to be decrypted", + "decryptKey":"Generated Decryption Key", + "password":"The password you chose" +} + +## Usage + +The API is used in the encryption and decryption of emails. + +## Contributed By - Satwik Mohan + + + diff --git a/New_APIs/PGP_Encryption_Decryption_API/index.mjs b/New_APIs/PGP_Encryption_Decryption_API/index.mjs new file mode 100644 index 0000000..db8150e --- /dev/null +++ b/New_APIs/PGP_Encryption_Decryption_API/index.mjs @@ -0,0 +1,9 @@ +import express from 'express' +import router from './routes.mjs'; +const PORT = process.env.PORT||80; +const app = express(); +app.use(express.json()); +app.use(router); +app.listen(PORT,()=>{ + console.log("Runnong on port "+PORT); +}) \ No newline at end of file diff --git a/New_APIs/PGP_Encryption_Decryption_API/middlewares.js b/New_APIs/PGP_Encryption_Decryption_API/middlewares.js new file mode 100644 index 0000000..a78fed3 --- /dev/null +++ b/New_APIs/PGP_Encryption_Decryption_API/middlewares.js @@ -0,0 +1,79 @@ +module.exports={ + encryptBodyCheckMiddleware:function(request,response,next){ + const {body} = request; + if(!body){ + return response.status(400).send({msg:"Data body containg text field is required"}); + }else{ + const text = body.text; + const encryptKey = body.encryptKey; + if(!text){ + return response.status(400).send({msg:"text field is required"}); + }else if(!(typeof text == "string")|| text===""){ + return response.status(400).send({msg:"text is invalid type or empty"}); + } + if(!encryptKey){ + return response.status(400).send({msg:"encryptKey field is required"}); + }else if(!(typeof encryptKey == "string")|| encryptKey===""){ + return response.status(400).send({msg:"encryptKey is invalid type or empty"}); + } + } + next(); + }, + + decryptBodyCheckMiddleware:function(request,response,next){ + const {body} = request; + if(!body){ + return response.status(400).send({msg:"Data body containg text field is required"}); + }else{ + const text = body.text; + const decryptKey = body.decryptKey; + const password = body.password; + if(!text){ + return response.status(400).send({msg:"text field is required"}); + }else if(!(typeof text == "string")|| text===""){ + return response.status(400).send({msg:"text is invalid type or empty"}); + } + if(!decryptKey){ + return response.status(400).send({msg:"decryptKey field is required"}); + }else if(!(typeof decryptKey == "string")|| decryptKey===""){ + return response.status(400).send({msg:"decryptKey is invalid type or empty"}); + } + if(!password){ + return response.status(400).send({msg:"password field is required"}); + }else if(!(typeof password == "string")|| password===""){ + return response.status(400).send({msg:"password is invalid type or empty"}); + } + } + next(); + }, + + keysGenerateBodyCheckMiddleware:function(request,response,next){ + const {body} = request; + if(!body){ + return response.status(400).send({msg:"Data body containing name, email and password fields are required"}); + }else{ + const name = body.name; + const email = body.email; + const password = body.password; + if(!name){ + return response.status(400).send({msg:"name field is required"}); + } + else if(!(typeof name=="string") || (name.length==0)){ + return response.status(400).send({msg:"name field is invalid type or empty"}); + } + if(!email){ + return response.status(400).send({msg:"email field is required"}); + } + else if(!(typeof email == "string") || email===""){ + return response.status(400).send({msg:"email field is invalid type or empty"}); + } + if(!password){ + return response.status(400).send({msg:"password field is required"}); + } + else if(!(typeof password == "string") || password.length<9){ + return response.status(400).send({msg:"password is invalid type or less than 9 characters long"}); + } + } + next(); + } +} \ No newline at end of file diff --git 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b/New_APIs/PGP_Encryption_Decryption_API/routes.mjs new file mode 100644 index 0000000..2e520e6 --- /dev/null +++ b/New_APIs/PGP_Encryption_Decryption_API/routes.mjs @@ -0,0 +1,76 @@ +import { Router } from 'express' +import pack from './middlewares.js' +import openpgp from 'openpgp'; +const {encryptBodyCheckMiddleware,decryptBodyCheckMiddleware,keysGenerateBodyCheckMiddleware} = pack +const router = Router(); + +router.post('/generateKey',keysGenerateBodyCheckMiddleware, async (request,response)=>{ + const {body} = request; + const name = body.name; + const email = body.email; + const password = body.password; + openpgp.generateKey({ + curve: 'ed25519', + userIDs: [{ name: name, email: email }], // User identity + passphrase: password // Protect the private key with a passphrase + }).then((keyPair)=>{ + console.log(keyPair); + return response.status(200).send({ + encryptedKey:keyPair.publicKey, + decryptedKey:keyPair.privateKey + }) + }) + .catch((err)=>{ + return response.status(400).send({msg:"Something went wrong"}) + }) +}) + +router.post('/encrypt',encryptBodyCheckMiddleware, async (request,response)=>{ + const {body} = request; + const text=body.text; + const encryptkey = body.encryptKey; + openpgp.readKey({ armoredKey: encryptkey }) + .then(async (publicKeyArmored)=>{ + const encrypted = await openpgp.encrypt({ + message: await openpgp.createMessage({ text: text }), // input as Message object + encryptionKeys: publicKeyArmored + }) + return response.status(200).send({ + encryptedText:encrypted + }) + }) + .catch((err)=>{ + return response.status(400).send({msg:"Something went wrong"}) + }) +}) + +router.post('/decrypt',decryptBodyCheckMiddleware, async (request,response)=>{ + const {body} = request; + const text=body.text; + const decryptKey = body.decryptKey; + const password = body.password; + const decryptedtxt = await decryptText(text,decryptKey,password); + return response.status(200).send({ + decryptedText:decryptedtxt + }) +}) + +async function decryptText(encryptedText, decryptkey, password) { + const privateKeyArmored = await openpgp.decryptKey({ + privateKey: await openpgp.readPrivateKey({ armoredKey: decryptkey }), + passphrase: password + }); + + const message = await openpgp.readMessage({ + armoredMessage: encryptedText // parse armored message + }); + + const { data: decrypted } = await openpgp.decrypt({ + message, + decryptionKeys: privateKeyArmored + }); + + return decrypted; +} + +export default router; \ No newline at end of file From 45ef92f7e2bbf9c94091334e6fecc28c0136d532 Mon Sep 17 00:00:00 2001 From: SatwikMohan Date: Tue, 4 Jun 2024 01:30:53 +0530 Subject: [PATCH 2/5] medicine_api --- New_APIs/A_Z_Medicine_API_For_INDIA/README.md | 115 ++ New_APIs/A_Z_Medicine_API_For_INDIA/data.mjs | 3 + New_APIs/A_Z_Medicine_API_For_INDIA/index.mjs | 9 + .../A_Z_Medicine_API_For_INDIA/middleware.js | 43 + .../package-lock.json | 1179 +++++++++++++++++ .../A_Z_Medicine_API_For_INDIA/package.json | 5 + .../A_Z_Medicine_API_For_INDIA/routes.mjs | 52 + 7 files changed, 1406 insertions(+) create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/README.md create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/data.mjs create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/index.mjs create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/middleware.js create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/package-lock.json create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/package.json create mode 100644 New_APIs/A_Z_Medicine_API_For_INDIA/routes.mjs diff --git a/New_APIs/A_Z_Medicine_API_For_INDIA/README.md b/New_APIs/A_Z_Medicine_API_For_INDIA/README.md new file mode 100644 index 0000000..074d3c7 --- /dev/null +++ b/New_APIs/A_Z_Medicine_API_For_INDIA/README.md @@ -0,0 +1,115 @@ +# Medicine API for India + +## Installation + +To use this program, you need to have Node.js installed. Then, install the required `express` library by running: + +```sh +npm i express +``` + +## Method to use the API + +1. Run the index.mjs file using the following command: +```sh + node index.mjs +``` + +OR + +```sh + nodemon index.mjs +``` + +2. Use the enpoints to get your desired service. + +3. Endpoint 1 - /searchByName +To get the data of the medicine with the following name + +GET - http://localhost:80/searchByName?name=(Enter Medicine Name) + +Query Parameter => name + +eg - name = Zaling Plus Tablet CR + +```bash + +{ + "result": [ + { + "id": 249154, + "name": "Zaling Plus Tablet CR", + "price": 165, + "Is_discontinued": "FALSE", + "manufacturer_name": "Mitis Biomedics Ltd", + "type": "allopathy", + "pack_size_label": "strip of 10 tablet cr", + "short_composition1": "Paroxetine (12.5mg) ", + "short_composition2": " Clonazepam (0.5mg)" + } + ] +} + +``` + +4. Endpoint 2 - /searchByManufacturer +To get the data of the medicine with the following manufacturer's name + +GET - http://localhost:80/searchByManufacturer?manufacturer=(Enter Manufacturer Name) + +Query Parameter => manufacturer + +eg - manufacturer = Mitis Biomedics Ltd + +```bash + +{ + "result": [ + { + "id": 249154, + "name": "Zaling Plus Tablet CR", + "price": 165, + "Is_discontinued": "FALSE", + "manufacturer_name": "Mitis Biomedics Ltd", + "type": "allopathy", + "pack_size_label": "strip of 10 tablet cr", + "short_composition1": "Paroxetine (12.5mg) ", + "short_composition2": " Clonazepam (0.5mg)" + } + ] +} + +``` + +5. Endpoint 3 - /AllDiscontinued +To get the data of the medicines which are discontinued + +GET - http://localhost:80/AllDiscontinued + +6. Endpoint 4 - /searchByPrice +To get the data of all the medicines with the following price + +GET - http://localhost:80/searchByPrice?price=(Enter the price) + +Query Parameter => price + +eg - price = 90 + +7. Endpoint 5 - /searchByPriceUnder +To get the data of all the medicines under the following price + +GET - http://localhost:80/searchByPriceUnder?price=(Enter the price) + +Query Parameter => price + +eg - price = 90 + +8. Endpoint 6 - /searchByPriceAbove +To get the data of all the medicines above the following price + +GET - http://localhost:80/searchByPriceAbove?price=(Enter the price) + +Query Parameter => price + +eg - price = 90 + diff --git a/New_APIs/A_Z_Medicine_API_For_INDIA/data.mjs b/New_APIs/A_Z_Medicine_API_For_INDIA/data.mjs new file mode 100644 index 0000000..e3445f8 --- /dev/null +++ b/New_APIs/A_Z_Medicine_API_For_INDIA/data.mjs @@ -0,0 +1,3 @@ +const data = [{"id":249154,"name":"Zaling Plus Tablet CR","price":165,"Is_discontinued":"FALSE","manufacturer_name":"Mitis Biomedics Ltd","type":"allopathy","pack_size_label":"strip of 10 tablet cr","short_composition1":"Paroxetine (12.5mg) ","short_composition2":" Clonazepam (0.5mg)"},{"id":249155,"name":"Zextra Capsule","price":220,"Is_discontinued":"FALSE","manufacturer_name":"Dr Reddy's Laboratories Ltd","type":"allopathy","pack_size_label":"strip of 10 capsules","short_composition1":"Oxaceprol (200mg)","short_composition2":""},{"id":249156,"name":"Zadro CV 250 mg/62.5 mg Tablet DT","price":60,"Is_discontinued":"TRUE","manufacturer_name":"FDC Ltd","type":"allopathy","pack_size_label":"strip of 10 tablet dt","short_composition1":"Cefadroxil (250mg) ","short_composition2":" Clavulanic Acid (62.5mg)"},{"id":249157,"name":"Zivast L Forte 10 mg/50 mg Tablet","price":40.97,"Is_discontinued":"FALSE","manufacturer_name":"FDC Ltd","type":"allopathy","pack_size_label":"strip of 10 tablets","short_composition1":"Atorvastatin (10mg) ","short_composition2":" Losartan (50mg)"},{"id":249158,"name":"Zirlon Plus Syrup","price":47.9,"Is_discontinued":"FALSE","manufacturer_name":"Waves Bio-Tech Pvt Ltd","type":"allopathy","pack_size_label":"bottle of 60 ml Syrup","short_composition1":"Dextromethorphan Hydrobromide (5mg/5ml) ","short_composition2":" Phenylephrine (5mg/5ml) "},{"id":249159,"name":"Zool 10mg Tablet","price":22.11,"Is_discontinued":"FALSE","manufacturer_name":"Kivi Labs 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tablets","short_composition1":"Hydroxyzine (25mg)","short_composition2":""},{"id":253972,"name":"ZI Fast 500mg Injection","price":152,"Is_discontinued":"FALSE","manufacturer_name":"Burgeon Health Series Private Limited","type":"allopathy","pack_size_label":"vial of 1 Injection","short_composition1":"Azithromycin (500mg)","short_composition2":""},{"id":253973,"name":"Zyvocol 1% Dusting Powder","price":110,"Is_discontinued":"FALSE","manufacturer_name":"GBK Healthcare","type":"allopathy","pack_size_label":"bottle of 75 gm Dusting Powder","short_composition1":"Clotrimazole (1% w/w)","short_composition2":""}]; + +export default data; \ No newline at end of file diff --git a/New_APIs/A_Z_Medicine_API_For_INDIA/index.mjs b/New_APIs/A_Z_Medicine_API_For_INDIA/index.mjs new file mode 100644 index 0000000..e4a77de --- /dev/null +++ b/New_APIs/A_Z_Medicine_API_For_INDIA/index.mjs @@ -0,0 +1,9 @@ +import express from 'express' +import router from './routes.mjs'; +const app = express(); +app.use(express.json()); +app.use(router); +const PORT = process.env.PORT||80; +app.listen(PORT,()=>{ + console.log("Running on port "+PORT); +}) \ No newline at end of file diff --git a/New_APIs/A_Z_Medicine_API_For_INDIA/middleware.js b/New_APIs/A_Z_Medicine_API_For_INDIA/middleware.js new file mode 100644 index 0000000..7634498 --- /dev/null +++ b/New_APIs/A_Z_Medicine_API_For_INDIA/middleware.js @@ -0,0 +1,43 @@ +module.exports={ + searchByNameMiddleware:function(request,response,next){ + const {query} = request; + if(!query){ + return response.status(400).send({msg:"name field query is required"}); + }else{ + const name = query.name; + console.log(name); + if(!(typeof name == "string")|| name.length==0){ + return response.status(400).send({msg:"Invalid field value"}); + } + query.name = name.toLocaleLowerCase().trim().replaceAll(" ",""); + } + next(); + }, + searchByManufacturerMiddleware:function(request,response,next){ + const {query} = request; + if(!query){ + return response.status(400).send({msg:"manufacturer field query is required"}); + }else{ + const manufacturer = query.manufacturer; + console.log(manufacturer); + if(!(typeof manufacturer == "string")|| manufacturer.length==0){ + return response.status(400).send({msg:"Invalid field value"}); + } + query.manufacturer = manufacturer.toLocaleLowerCase().trim().replaceAll(" ",""); + } + next(); + }, + searchByPriceMiddleware:function(request,response,next){ + const {query} = request; + if(!query){ + return response.status(400).send({msg:"price field query is required"}); + }else{ + const price = query.price; + console.log(price); + if(!(typeof price == "string")|| price.length==0){ + return response.status(400).send({msg:"Invalid field value"}); + } + } + next(); + } +} \ No newline at end of file diff --git a/New_APIs/A_Z_Medicine_API_For_INDIA/package-lock.json b/New_APIs/A_Z_Medicine_API_For_INDIA/package-lock.json new file mode 100644 index 0000000..7925ee9 --- /dev/null +++ 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console.log(name); + const list = data.filter(item=> item.name.toLowerCase().trim().replaceAll(" ","")==name) + return response.status(200).send({result:list}); +}) + +router.get('/searchByManufacturer',searchByManufacturerMiddleware,(request,response)=>{ + const {query} = request; + const manufacturer = query.manufacturer; + console.log(manufacturer); + const list = data.filter(item=> item.manufacturer_name.toLowerCase().trim().replaceAll(" ","")==manufacturer) + return response.status(200).send({result:list}); +}) + +router.get('/AllDiscontinued',(request,response)=>{ + const list = data.filter(item=> item.Is_discontinued=="TRUE"); + return response.status(200).send({result:list}); +}) + +router.get('/searchByPrice',searchByPriceMiddleware,(request,response)=>{ + const {query} = request; + const price = parseFloat(query.price); + const list = data.filter(item=> item.price==price); + return response.send({result:list}); +}) + +router.get('/searchByPriceUnder',searchByPriceMiddleware,(request,response)=>{ + const {query} = request; + const price = parseFloat(query.price); + const list = data.filter(item=> item.price{ + const {query} = request; + const price = parseFloat(query.price); + const list = data.filter(item=> item.price>price); + return response.send({result:list}); +}) + + + +export default router; \ No newline at end of file From da54a3362f3bc3669a8eed7325bc7c1f609ce2bf Mon Sep 17 00:00:00 2001 From: SatwikMohan Date: Wed, 5 Jun 2024 11:18:52 +0530 Subject: [PATCH 3/5] chatbot_api --- New_APIs/ChatBot_API/README.md | 57 + New_APIs/ChatBot_API/index.mjs | 55 + New_APIs/ChatBot_API/intents.json | 1486 ++++++++++++++++ New_APIs/ChatBot_API/package-lock.json | 2189 ++++++++++++++++++++++++ New_APIs/ChatBot_API/package.json | 8 + 5 files changed, 3795 insertions(+) create mode 100644 New_APIs/ChatBot_API/README.md create mode 100644 New_APIs/ChatBot_API/index.mjs create mode 100644 New_APIs/ChatBot_API/intents.json create mode 100644 New_APIs/ChatBot_API/package-lock.json create mode 100644 New_APIs/ChatBot_API/package.json diff --git a/New_APIs/ChatBot_API/README.md b/New_APIs/ChatBot_API/README.md new file mode 100644 index 0000000..b73b635 --- /dev/null +++ b/New_APIs/ChatBot_API/README.md @@ -0,0 +1,57 @@ +# ChatBot API + +## Installation + +To use this program, you need to have Node.js installed. Then, install the required `express`,`fs` and `natural` libraries by running: + +```sh +npm i express fs natural +``` + +## Method to use the API + +1. Run the index.mjs file using the following command: +```sh + node index.mjs +``` + +OR + +```sh + nodemon index.mjs +``` + +2. Wait for a few seconds as the model get trained. + +3. When the server starts running you can use the ChatBot service. + +4. Endpoint - /chat + +POST - http://localhost:3000/chat + +Databody => + +```bash + +{ + "message":"Enter a message or chat for the ChatBot to answer" +} + +``` + +5. Example: + +```bash +{ + "message":"What's going in life" +} + +{ + "response": "Things have been interesting! How about you?" +} + +``` + +6. By adding more tags, patterns and responses the ChatBot becomes more and more advance and will be able to answer more and more complex messages. + +Contributed by - Satwik Mohan \ No newline at end of file diff --git a/New_APIs/ChatBot_API/index.mjs b/New_APIs/ChatBot_API/index.mjs new file mode 100644 index 0000000..ebfa947 --- /dev/null +++ b/New_APIs/ChatBot_API/index.mjs @@ -0,0 +1,55 @@ +import express, { json } from 'express'; +import { readFileSync } from 'fs'; +import pkg from 'natural'; +const { WordTokenizer, BayesClassifier } = pkg; +const app = express(); +app.use(express.json()); +const PORT = process.env.PORT || 3000; + +console.log("Model Training begin"); + +// Load intents +const intents = JSON.parse(readFileSync('intents.json')); + +// Tokenizer and classifier +const tokenizer = new WordTokenizer(); +const classifier = new BayesClassifier(); + +// Train the classifier with the dataset +intents.intents.forEach(intent => { + intent.patterns.forEach(pattern => { + classifier.addDocument(pattern, intent.tag); + }); +}); + +classifier.train(); + +// Function to get a random response +function getRandomResponse(responses) { + const randomIndex = Math.floor(Math.random() * responses.length); + return responses[randomIndex]; +} + +app.post('/chat', (req, res) => { + const { message } = req.body; + if (!message) { + return res.status(400).json({ error: 'Message is required' }); + } + + const tokenizedMessage = tokenizer.tokenize(message.toLowerCase()); + const classification = classifier.classify(tokenizedMessage.join(' ')); + + const intent = intents.intents.find(intent => intent.tag === classification); + + if (intent) { + const response = getRandomResponse(intent.responses); + res.json({ response }); + } else { + res.json({ response: "I'm sorry, I don't understand that." }); + } +}); + +app.listen(PORT, () => { + console.log("Model Trained"); + console.log(`Server is running on port ${PORT}`); +}); \ No newline at end of file diff --git a/New_APIs/ChatBot_API/intents.json b/New_APIs/ChatBot_API/intents.json new file mode 100644 index 0000000..187aec4 --- /dev/null +++ b/New_APIs/ChatBot_API/intents.json @@ -0,0 +1,1486 @@ +{ + "intents": [ + { + "tag": "greetings", + "patterns": ["Hi", "Hello", "Good day", "Hey", "What's up", "Greetings", "Howdy", "Hi there", "Hey there", "Hello there"], + "responses": ["Hello", "Hey there", "Hi", "Greetings! How can I assist you today?", "Hey! How can I help you?", "Hello! What can I do for you today?", "Hi! How's it going?", "Hello! How can I be of service?"] + }, + { + "tag": "farewell", + "patterns": ["Bye", "Goodbye", "See you later", "Farewell", "Catch you later", "Talk to you soon", "Bye-bye", "See ya", "Take care", "I'm leaving now"], + "responses": ["Goodbye! Have a great day!", "See you later!", "Farewell!", "Catch you later! Take care!", "Talk to you soon!", "Bye! Have a wonderful day!", "Take care! See you soon!", "Goodbye! Stay safe!"] + }, + { + "tag": "name", + "patterns": [ + "What is your name?", + "Who are you?", + "Tell me your name", + "May I know your name?", + "What's your name?", + "Who am I talking to?", + "What's your full name?", + "Do you have a name?" + ], + "responses": [ + "I am your advanced chatbot!", + "You can call me ChatBot.", + "My name is ChatBot.", + "I'm ChatBot, your virtual assistant.", + "I go by the name ChatBot.", + "You can refer to me as ChatBot." + ] + }, + { + "tag": "capabilities", + "patterns": [ + "What can you do?", + "Tell me your capabilities", + "What are your functions?", + "What services do you offer?", + "How can you help me?", + "What are you able to do?", + "What skills do you have?", + "What can you assist with?" + ], + "responses": [ + "I can chat with you, answer questions, and tell jokes.", + "My capabilities include chatting, answering questions, and providing assistance.", + "I am here to help you with your inquiries and entertain you with some jokes.", + "I can assist with general questions, tell jokes, and provide information.", + "I can help with your queries, provide information, and entertain you.", + "I am capable of answering a variety of questions and engaging in conversation.", + "I can offer information, chat with you, and even tell some jokes." + ] + }, + { + "tag": "help", + "patterns": [ + "I need help", + "Can you help me?", + "Assist me", + "Help", + "I need assistance", + "Could you assist me?", + "Help me, please", + "Can I get some help?", + "I need some support", + "I require assistance" + ], + "responses": [ + "Sure! Ask me anything, and I will do my best to assist you.", + "I'm here to help! What do you need assistance with?", + "Feel free to ask me anything you need help with.", + "I'm here to assist you. Please tell me what you need help with.", + "I'm ready to help! What can I assist you with?", + "Of course! What do you need help with?", + "I'd be happy to help. What do you need?" + ] + }, + { + "tag": "joke", + "patterns": [ + "Tell me a joke", + "Make me laugh", + "I want to hear a joke", + "Do you know any jokes?", + "Can you tell me a joke?", + "Say something funny", + "Tell me something funny", + "Do you have any jokes?", + "Give me a funny joke", + "Can you lighten the mood with a joke?", + "I could use a good laugh. Got any jokes?", + "How about a joke to cheer me up?", + "Hit me with your best joke!", + "Feeling a bit down. Can you tell me a joke?", + "I'm in need of some humor. Got any jokes?", + "I'm feeling stressed. Can you help me relax with a joke?", + "I need a break from work. Tell me a joke, please.", + "What's the funniest joke you know?", + "Can you share a joke to brighten my day?", + "Got any jokes that'll make me crack a smile?", + "I'm bored. Entertain me with a joke.", + "Can you bring some laughter into my day?", + "I'm ready for some comedy. Hit me with a joke!", + "I'm feeling a bit low. How about a joke to lift my spirits?", + "I'm all ears. Share a joke with me!", + "Feeling a bit blue. Got any jokes to cheer me up?", + "I need a good laugh. Got any jokes?", + "Can you tell me something amusing?", + "Make me chuckle with a joke!", + "Let's lighten the mood with a joke!", + "In the mood for some humor. Got any jokes?", + "Can you tell me a quick joke?", + "I'm feeling glum. Can you tell me a joke to make me smile?", + "Feeling down in the dumps. Cheer me up with a joke!", + "Can you bring some joy into my day with a joke?", + "I could use a laugh right about now. Got any jokes?", + "Can you tickle my funny bone with a joke?", + "Feeling a bit gloomy. Can you brighten my day with a joke?", + "I'm feeling a bit under the weather. Can you tell me a joke?", + "Feeling a bit low on energy. A joke would be nice!", + "Can you put a smile on my face with a joke?", + "I'm feeling a bit stressed. Can you lighten the mood with a joke?", + "Feeling a bit downhearted. Need a joke to lift my spirits!", + "I need a pick-me-up. Can you tell me a joke?", + "Feeling a bit tense. A joke would be perfect right now!", + "In need of some comic relief. Got any jokes?", + "Can you add a little humor to my day with a joke?", + "Feeling a bit overwhelmed. Need a good laugh!", + "I'm feeling a bit tense. Can you tell me a joke?", + "Feeling a bit overwhelmed. Could use a good laugh!", + "Feeling a bit stressed out. A joke would be great right now!", + "Feeling a bit anxious. Need a joke to calm my nerves!", + "Feeling a bit on edge. Can you tell me a joke?", + "Feeling a bit frazzled. A joke would be perfect right now!", + "Feeling a bit frazzled. Could use a laugh!", + "Feeling a bit wound up. Can you tell me a joke?", + "Feeling a bit on edge. Could use a chuckle!", + "Feeling a bit wired. A joke would really help!", + "Feeling a bit keyed up. Can you lighten the mood with a joke?", + "Feeling a bit uptight. Need a joke to relax!", + "Feeling a bit tense. Can you make me laugh?", + "Feeling a bit on edge. Could use a good joke!", + "Feeling a bit stressed. Can you tell me a joke?", + "Feeling a bit overwhelmed. A joke would be perfect!", + "Feeling a bit anxious. Can you lighten the mood with a joke?", + "Feeling a bit tense. Could use some humor!", + "Feeling a bit stressed out. A joke would really help!", + "Feeling a bit frazzled. Can you make me laugh?", + "Feeling a bit wound up. Need a joke to unwind!", + "Feeling a bit on edge. Can you tell me something funny?", + "Feeling a bit wired. Could use a chuckle!", + "Feeling a bit keyed up. A joke would be great!", + "Feeling a bit uptight. Can you lighten the mood with a joke?", + "Feeling a bit tense. Need a laugh!", + "Feeling a bit wound up. Can you make me smile?", + "Feeling a bit anxious. Could use a good joke!", + "Feeling a bit stressed. Can you tell me something funny?", + "Feeling a bit overwhelmed. Need a chuckle!", + "Feeling a bit frazzled. A joke would be perfect!", + "Feeling a bit on edge. Can you make me laugh?", + "Feeling a bit wired. Need a joke to relax!", + "Feeling a bit keyed up. Can you lighten the mood?", + "Feeling a bit uptight. Need a laugh!", + "Feeling a bit tense. Can you tell me a joke?", + "Feeling a bit stressed out. A joke would help!", + "Feeling a bit overwhelmed. Can you make me chuckle?", + "Feeling a bit anxious. Could use a laugh!", + "Feeling a bit tense. Need some humor!", + "Feeling a bit stressed. Can you tell me something amusing?", + "Feeling a bit frazzled. A joke would really help!", + "Feeling a bit wound up. Can you make me smile?", + "Feeling a bit on edge. Need a chuckle!", + "Feeling a bit wired. Can you lighten the mood with a joke?", + "Feeling a bit keyed up. Could use a good laugh!", + "Feeling a bit uptight. Can you tell me something funny?", + "Feeling a bit tense. A joke would be perfect!", + "Feeling a bit stressed out. Can you make me laugh?", + "Feeling a bit overwhelmed. Need a joke to relax!", + "Feeling a bit anxious. Can you lighten the mood?", + "Feeling a bit tense. Need a laugh!", + "Feeling a bit stressed. Can you tell me a joke?", + "Feeling a bit frazzled. Need some humor!", + "Feeling a bit wound up. Can you make me chuckle?", + "Feeling a bit on edge. Could use a laugh!", + "Feeling a bit wired. Can you tell me something amusing?", + "Feeling a bit keyed up. A joke would help!", + "Feeling a bit uptight. Can you make me smile?" + ], + "responses": [ + "Why don’t scientists trust atoms? Because they make up everything!", + "Why did the scarecrow win an award? Because he was outstanding in his field!", + "Why don’t skeletons fight each other? They don’t have the guts.", + "What do you get if you cross a cat with a dark horse? Kitty Perry.", + "Why don’t some couples go to the gym? Because some relationships don’t work out.", + "What do you call fake spaghetti? An impasta!", + "Why did the bicycle fall over? Because it was two-tired!", + "Why don't we ever see hippopotamus hiding in trees? Because they're really good at it!", + "Why did the tomato turn red? Because it saw the salad dressing!", + "Why was the math book sad? Because it had too many problems.", + "Why did the golfer bring two pairs of pants? In case he got a hole in one!", + "What did the grape do when it got stepped on? Nothing, it just let out a little wine.", + "Why was the belt arrested? For holding up a pair of pants!", + "What did one plate say to the other plate? Dinner is on me!", + "Why don't skeletons fight each other? They don't have the guts.", + "What did one ocean say to the other ocean? Nothing, they just waved.", + "What did the left eye say to the right eye? Between you and me, something smells!", + "What did the grape say when it got stepped on? Nothing, it just let out a little wine!", + "Why was the broom late? It overswept!", + "What did one hat say to the other? You stay here, I'll go on ahead!", + "Why don't eggs tell jokes? Because they'd crack each other up!", + "What do you call cheese that isn't yours? Nacho cheese!", + "Why couldn't the bicycle stand up by itself? It was two tired!", + "Why was the math book sad? Because it had too many problems!", + "What do you call a fake noodle? An impasta!", + "Why did the scarecrow win an award? Because he was outstanding in his field!", + "What do you call a pile of cats? A meowtain!", + "What do you call a fish wearing a crown? A kingfish!", + "Why did the chicken join a band? Because it had the drumsticks!", + "Why was the cat sitting on the computer? It wanted to keep an eye on the mouse!", + "Why did the golfer bring two pairs of pants? In case he got a hole in one!", + "Why couldn’t the leopard play hide and seek? Because he was always spotted!", + "What did the janitor say when he jumped out of the closet? Supplies!", + "Why did the scarecrow become a successful neurosurgeon? He was outstanding in his field!", + "What do you call fake spaghetti? An impasta!", + "Why did the tomato turn red? Because it saw the salad dressing!", + "Why don’t scientists trust atoms? Because they make up everything!", + "Why don't skeletons fight each other? They don't have the guts.", + "What do you get if you cross a cat with a dark horse? Kitty Perry.", + "Why don’t some couples go to the gym? Because some relationships don’t work out.", + "What do you call fake spaghetti? An impasta!", + "Why did the bicycle fall over? Because it was two-tired!", + "Why don't we ever see hippopotamus hiding in trees? Because they're really good at it!", + "Why did the tomato turn red? Because it saw the salad dressing!", + "Why was the math book sad? Because it had too many problems.", + "Why did the golfer bring two pairs of pants? In case he got a hole in one!", + "What did the grape do when it got stepped on? Nothing, it just let out a little wine.", + "Why was the belt arrested? For holding up a pair of pants!", + "What did one plate say to the other plate? Dinner is on me!", + "Why don't skeletons fight each other? They don't have the guts.", + "What did one ocean say to the other ocean? Nothing, they just waved.", + "What did the left eye say to the right eye? Between you and me, something smells!", + "What did the grape say when it got stepped on? Nothing, it just let out a little wine!", + "Why was the broom late? It overswept!", + "What did one hat say to the other? You stay here, I'll go on ahead!", + "Why don't eggs tell jokes? Because they'd crack each other up!", + "What do you call cheese that isn't yours? Nacho cheese!", + "Why couldn't the bicycle stand up by itself? It was two tired!", + "Why was the math book sad? Because it had too many problems!", + "What do you call a fake noodle? An impasta!", + "Why did the scarecrow win an award? Because he was outstanding in his field!", + "What do you call a pile of cats? A meowtain!", + "What do you call a fish wearing a crown? A kingfish!", + "Why did the chicken join a band? Because it had the drumsticks!", + "Why was the cat sitting on the computer? It wanted to keep an eye on the mouse!", + "Why did the golfer bring two pairs of pants? In case he got a hole in one!", + "Why couldn’t the leopard play hide and seek? Because he was always spotted!", + "What did the janitor say when he jumped out of the closet? Supplies!" + ] + }, + { + "tag": "date", + "patterns": [ + "What's the date today?", + "Tell me today's date", + "What's today's date?", + "Can you tell me the date?", + "Do you know what the date is?", + "Today's date, please", + "What is the date today?", + "Could you tell me today's date?" + ], + "responses": [ + "I'm not able to provide today's date. Please check your device for the date.", + "I don't have the current date. Please look at a calendar or a device.", + "I'm unable to fetch the current date. You can check your phone or computer." + ] + }, + { + "tag": "age", + "patterns": [ + "How old are you?", + "What is your age?", + "Tell me your age", + "Can you tell me how old you are?", + "How long have you been around?", + "When were you created?", + "What's your age?", + "Do you have an age?" + ], + "responses": [ + "I am timeless!", + "I'm as old as the concept of AI itself.", + "Age is just a number, and I don't have one!", + "I am ageless.", + "I exist outside the realm of time.", + "I don't have an age. I am a virtual entity.", + "I am immortal and without age." + ] + }, + { + "tag": "creator", + "patterns": [ + "Who created you?", + "Who is your creator?", + "Tell me about your creator", + "Who made you?", + "Who developed you?", + "Who designed you?", + "Who is responsible for your creation?", + "Who built you?" + ], + "responses": [ + "I was created by Satwik Mohan to assist and entertain.", + "Satwik Mohan is my creator.", + "I was made by the talented Satwik Mohan.", + "I was designed and developed by Satwik Mohan." + ] + }, + { + "tag": "catching_up", + "patterns": [ + "How have you been?", + "What's new with you?", + "Long time no see!", + "What's been going on?", + "How's everything?", + "What's up with you?", + "How are things?", + "How's life?", + "Haven't talked in a while, how are you?", + "It's been ages, what's happening?", + "Hey there, what's the latest?", + "I haven't heard from you in ages, what's up?", + "What's been keeping you busy lately?", + "Hey stranger, what's new?", + "What's been happening in your world?", + "How's everything on your end?", + "It feels like forever! How have you been?", + "What's been going on in your life?", + "I feel like we haven't caught up in ages, how are you?", + "Hey, long time no chat! What's been happening?", + "What's the latest gossip? Fill me in!", + "I've missed our chats! How have you been?", + "What's the word on the street? Anything exciting happening?", + "Hey, it's been a minute! How's life treating you?", + "What have you been up to lately?", + "I haven't heard from you in ages, what's new?", + "Hey, it's been quiet without you! How have you been?", + "How's life been treating you?", + "What's the buzz? Fill me in!", + "What's the latest and greatest?", + "I feel like I haven't seen you in forever! How have you been?", + "What's new in your world?", + "How's everything been going for you lately?", + "I've been thinking about you! How's everything going?", + "Hey, stranger! What's the good word?", + "What's been happening in your neck of the woods?", + "How have you been keeping yourself entertained lately?", + "I've missed our chats! What's been happening in your life?", + "It's been too long! What have you been up to?", + "What's the 411? Give me the scoop!", + "How's the world treating you these days?", + "It feels like it's been ages! What's new with you?", + "Hey, it's been a hot minute! How have you been?", + "How's everything on your end of the conversation?", + "I feel like we haven't talked in forever! What's new?", + "What's the latest and greatest with you?", + "Hey, it's been a while! How have you been holding up?", + "I've been wondering what you've been up to! How are things?", + "What's the latest dish? Spill the beans!", + "How's life been treating you lately?", + "It's been too quiet without you! What's new?", + "Hey, it's been ages! How's everything going?", + "How have you been spending your time lately?", + "What's the latest scoop? I'm all ears!", + "What's been happening in your corner of the world?", + "I feel like it's been forever! How are you?", + "What's the good word? Catch me up!", + "How's life been treating you these days?", + "It's been too long! What's new with you?", + "Hey, stranger! How have you been?", + "How's everything been going for you lately?", + "I've missed our conversations! What's been happening?", + "What's new and exciting in your life?", + "Hey, it's been a minute! How are you?", + "How's everything in your world?", + "I feel like we haven't talked in ages! How have you been?", + "What's the latest news with you?", + "How's life been treating you?", + "Hey, it's been a while! What's been going on?", + "What's new on your end?", + "I've been curious about what you've been up to! How are things?", + "What's the latest dish? I'm all ears!", + "How's everything been going for you?", + "It's been too quiet without you! How have you been?", + "Hey, it's been ages! What's new with you?", + "How have you been spending your time lately?", + "What's the latest scoop?", + "How's life been treating you lately?" + ], + "responses": [ + "I've been great! How about you?", + "Not much, just the usual. How about you?", + "It's been a while! What have you been up to?", + "Everything's good here. How's everything with you?", + "Just the usual stuff. How about you?", + "Life's been good! What about you?", + "Things are going well. How are things with you?", + "I've been busy but good. How about you?", + "Life's been treating me well, thanks for asking. How about you?", + "I've been keeping busy! How about you?", + "Things have been hectic, but I'm managing. How about you?", + "Life's been an adventure lately! What about you?", + "Not much, just trying to stay sane. How about you?", + "Just trying to stay afloat! How about you?", + "Same old, same old. How about you?", + "I've been good, thanks for asking! How about you?", + "Things have been interesting lately. How about you?", + "I've been hanging in there! How about you?", + "Life's been throwing curveballs, but I'm rolling with it. How about you?", + "Just trying to make the most of each day! How about you?", + "Things have been crazy busy! How about you?", + "I've been better, but I'm hanging in there. How about you?", + "Life's been full of surprises! How about you?", + "Not too bad, thanks for asking. How about you?", + "Just trying to keep my head above water! How about you?", + "Things have been good, thanks for asking! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been treating me well! How about you?", + "Not much, just trying to stay positive. How about you?", + "Same old, same old! How about you?", + "Things have been hectic, but I'm managing! How about you?", + "Just trying to stay busy! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old. How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water. How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive. How about you?", + "Just taking it one day at a time. How about you?", + "Life's been an adventure lately! How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking. How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?", + "Not too shabby, thanks for asking! How about you?", + "Just trying to stay sane! How about you?", + "Same old, same old! How about you?", + "Things have been good! How about you?", + "Just trying to keep my head above water! How about you?", + "Life's been treating me well, thanks for asking! How about you?", + "Not much, just trying to stay positive! How about you?", + "Just taking it one day at a time! How about you?", + "Life's been an adventure lately. How about you?", + "Things have been interesting! How about you?" + ] + }, + { + "tag": "hobbies", + "patterns": [ + "What do you do for fun?", + "Got any hobbies?", + "What are your hobbies?", + "What do you like to do in your free time?", + "What are your interests?", + "How do you spend your free time?", + "What do you enjoy doing?", + "Any fun hobbies?" + ], + "responses": [ + "I enjoy reading and playing video games. How about you?", + "I like hiking and cooking. What about you?", + "I love painting and listening to music. What do you like to do?", + "I'm into photography and traveling. What are your hobbies?", + "I spend a lot of time gardening and doing yoga. How about you?", + "I enjoy writing and watching movies. What about you?", + "I like to play sports and learn new things. What do you enjoy doing?", + "I spend my free time drawing and playing the guitar. How about you?" + ] + }, + { + "tag": "recommendations", + "patterns": [ + "Can you recommend a movie?", + "What book should I read?", + "Any good TV shows?", + "Got any music recommendations?", + "What should I watch?", + "Do you know a good restaurant?", + "What's a good place to visit?", + "Any podcast recommendations?" + ], + "responses": [ + "You should watch 'Inception' if you haven't seen it. What kind of movies do you like?", + "I highly recommend 'The Alchemist' by Paulo Coelho. What genres do you enjoy?", + "You should check out 'Breaking Bad'. It's a great show. What shows do you like?", + "I think you'd like 'Imagine Dragons'. What kind of music are you into?", + "Try watching 'Stranger Things'. It's really good. What do you usually watch?", + "There's a great Italian place called 'Luigi's'. Have you been there?", + "You should visit the national park nearby. It's beautiful! Do you like nature?", + "You should listen to 'The Daily' podcast. What podcasts do you listen to?" + ] + }, + { + "tag": "compliments", + "patterns": [ + "You look great today!", + "Nice outfit!", + "I love your style!", + "You're so talented!", + "You have a great sense of humor!", + "You're really smart!", + "You're an amazing friend!", + "I appreciate you!" + ], + "responses": [ + "Thank you so much!", + "That's very kind of you to say!", + "I appreciate the compliment!", + "You just made my day!", + "Thanks, that means a lot!", + "You're so kind!", + "Thanks, I appreciate it!", + "You're awesome too!" + ] + }, + { + "tag": "apologies", + "patterns": [ + "I'm sorry", + "I apologize", + "My bad", + "Sorry about that", + "Please forgive me", + "I didn't mean to", + "I regret that", + "I hope you can forgive me" + ], + "responses": [ + "It's okay, don't worry about it!", + "No problem, it happens!", + "Apology accepted!", + "Don't worry, it's all good!", + "I understand, no worries!", + "It's alright, no big deal!", + "All is forgiven!", + "It's fine, don't stress about it!" + ] + }, + { + "tag": "plans", + "patterns": [ + "What are you up to?", + "Got any plans today?", + "What are you doing?", + "What are you working on?", + "Any plans for tonight?", + "What are you busy with?", + "What's on your agenda?", + "Got any tasks today?" + ], + "responses": [ + "Just working on some projects. How about you?", + "I'm catching up on some reading. What about you?", + "Not much, just relaxing. What are you up to?", + "I'm planning to go for a walk. What are you doing?", + "I'm working on a new hobby. How about you?", + "Just some errands to run. What about you?", + "I'm going to watch a movie later. Any suggestions?", + "I'm just taking it easy today. What are your plans?" + ] + }, + { + "tag": "wellbeing", + "patterns": [ + "How are you feeling?", + "Are you okay?", + "How's your day going?", + "How have you been?", + "You doing alright?", + "Everything good?", + "How's life treating you?", + "How are things?" + ], + "responses": [ + "I'm doing well, thank you! How about you?", + "I'm feeling great! How are you?", + "All good here! How's your day going?", + "I've been good! How about you?", + "Everything's good! Are you alright?", + "Life's treating me well! How about you?", + "I'm doing great! How are things with you?", + "Everything's fine! How about you?" + ] + }, + { + "tag": "empathy", + "patterns": [ + "I'm feeling down", + "I'm sad", + "I've had a bad day", + "I'm stressed", + "I'm upset", + "I'm worried", + "I'm feeling anxious", + "I'm not feeling well" + ], + "responses": [ + "I'm sorry to hear that. Do you want to talk about it?", + "That sounds tough. I'm here for you.", + "I'm here if you need to vent. What's going on?", + "It's okay to feel that way. How can I help?", + "I'm sorry you're feeling this way. Want to talk about it?", + "That sounds really hard. I'm here for you.", + "I'm sorry you're going through this. How can I help?", + "Take it easy. I'm here to listen." + ] + }, + { + "tag": "celebrations", + "patterns": [ + "It's my birthday", + "I got a promotion", + "I'm getting married", + "I'm celebrating", + "I have good news", + "I achieved my goal", + "It's a special day", + "I'm so happy" + ], + "responses": [ + "Happy Birthday! That's awesome!", + "Congratulations on your promotion! Well deserved!", + "That's amazing! Congratulations on getting married!", + "That's wonderful! What are you celebrating?", + "That's great news! I'm so happy for you!", + "Congratulations on achieving your goal! Well done!", + "Sounds like a special day! Congrats!", + "That's fantastic! I'm so happy for you!" + ] + }, + { + "tag": "future_plans", + "patterns": [ + "What are your future plans?", + "What do you want to achieve?", + "Got any goals?", + "What's your next step?", + "What are you aiming for?", + "Any future ambitions?", + "What's on your bucket list?", + "What do you want to do next?" + ], + "responses": [ + "I'm focused on improving and learning new things. How about you?", + "I'm aiming to work on more interesting projects. What about you?", + "I have some goals in mind, mostly around personal growth. How about you?", + "I'm planning to travel more and explore new places. What about you?", + "I'm working towards becoming better at my hobbies. How about you?", + "I have some ambitions around helping others. What about you?", + "I'm looking forward to new challenges and opportunities. How about you?", + "My bucket list includes a lot of travel and learning new skills. What about yours?" + ] + }, + { + "tag": "sports", + "patterns": [ + "Do you like sports?", + "What's your favorite sport?", + "Tell me about sports", + "Do you follow any sports?", + "What sports do you like?", + "Do you watch sports?", + "Can you tell me about sports?", + "What is your favorite sport?" + ], + "responses": [ + "I'm an AI, so I don't play or watch sports, but I can help you with sports information.", + "I don't have a favorite sport, but I can provide information about different sports.", + "I can help you with details about various sports. Which sport are you interested in?", + "I'm here to provide information about sports. Ask me anything!", + "I can assist with sports-related queries. What would you like to know?", + "I can provide stats, rules, and trivia about various sports.", + "Sports are fascinating! How can I assist you with sports information?" + ] + }, + { + "tag": "food", + "patterns": [ + "What's your favorite food?", + "Tell me about food", + "Do you eat?", + "What food do you like?", + "What's your favorite dish?", + "Do you have a favorite food?", + "Tell me about your favorite dish", + "Do you enjoy any food?" + ], + "responses": [ + "I don't eat, but I can help you with information about food.", + "I don't have a favorite food, but I can provide details about different cuisines.", + "I can assist with food-related queries. What would you like to know?", + "I'm an AI and don't eat, but I love talking about food!", + "Food is fascinating! How can I assist you with food-related information?", + "I can provide recipes, cooking tips, and information about various cuisines.", + "Ask me anything about food, and I'll do my best to provide useful information." + ] + }, + { + "tag": "movies", + "patterns": [ + "What's your favorite movie?", + "Tell me about movies", + "Do you watch movies?", + "What movies do you like?", + "Can you recommend a movie?", + "Do you have a favorite movie?", + "Tell me about your favorite movie", + "Do you enjoy watching movies?" + ], + "responses": [ + "I don't watch movies, but I can help you find information about them.", + "I can provide details about various movies. Which one are you interested in?", + "I'm an AI, so I don't watch movies, but I can help you with movie recommendations.", + "Ask me about any movie, and I'll try to provide information.", + "I can assist with movie-related queries. What would you like to know?", + "I can give you information about directors, actors, and movie plots.", + "Movies are a great topic! What would you like to know about them?" + ] + }, + { + "tag": "music", + "patterns": [ + "What kind of music do you like?", + "What's your favorite song?", + "Do you like music?", + "Tell me about your favorite music", + "Can you recommend a song?", + "What's your favorite genre?", + "Do you listen to music?", + "Who is your favorite artist?" + ], + "responses": [ + "I don't listen to music, but I can help you find information about it.", + "I can provide details about different music genres. Which one are you interested in?", + "I can help you with music recommendations. What kind of music do you like?", + "Ask me about any song or artist, and I'll try to provide information.", + "Music is a great topic! How can I assist you with music-related queries?", + "I can give you information about different artists, songs, and genres.", + "Tell me your favorite genre, and I'll try to recommend some songs." + ] + }, + { + "tag": "technology", + "patterns": [ + "Tell me about technology", + "What's new in tech?", + "Do you know about technology?", + "What's your favorite technology?", + "Can you help me with tech news?", + "What tech trends are popular?", + "Tell me about the latest gadgets", + "What do you think about technology?" + ], + "responses": [ + "Technology is evolving rapidly, and I can help you with the latest trends.", + "I can provide information about new tech gadgets and innovations.", + "Ask me about any technology topic, and I'll try to provide information.", + "I can assist with tech news and updates. What would you like to know?", + "Technology is fascinating! How can I help you with tech-related queries?", + "I can give you details about the latest devices, software, and tech trends.", + "Let me know what tech topic you're interested in, and I'll provide some insights." + ] + }, + { + "tag": "travel", + "patterns": [ + "Tell me about travel", + "What's your favorite place?", + "Do you like traveling?", + "Can you recommend a travel destination?", + "What's the best place to visit?", + "Do you have a favorite travel spot?", + "Tell me about your travel experiences", + "What's a good place for vacation?" + ], + "responses": [ + "I don't travel, but I can help you find information about travel destinations.", + "I can provide details about various travel spots. Which place are you interested in?", + "Travel is exciting! How can I assist you with travel-related queries?", + "Ask me about any destination, and I'll try to provide information.", + "I can help you with travel recommendations and tips.", + "Traveling is a wonderful topic! What would you like to know about it?", + "I can give you information about different tourist attractions and travel experiences." + ] + }, + { + "tag": "books", + "patterns": [ + "What's your favorite book?", + "Do you like reading?", + "Can you recommend a book?", + "Tell me about your favorite author", + "What's a good book to read?", + "Do you have any book recommendations?", + "What's your favorite genre?", + "Tell me about books" + ], + "responses": [ + "I don't read, but I can help you find information about books.", + "I can provide details about different books and authors. Which one are you interested in?", + "Ask me about any book, and I'll try to provide information.", + "I can assist with book recommendations. What genre do you like?", + "Books are a great topic! How can I help you with book-related queries?", + "I can give you information about different authors and literary works.", + "Let me know your favorite genre, and I'll try to recommend some books." + ] + }, + { + "tag": "news", + "patterns": [ + "What's the latest news?", + "Tell me about current events", + "Do you know any news?", + "What's happening in the world?", + "Can you give me a news update?", + "What's new in the news?", + "Tell me the current news", + "What's the breaking news?" + ], + "responses": [ + "I don't have access to real-time news updates, but you can check your favorite news website.", + "I'm unable to provide live news updates. Please refer to a news app or website.", + "I don't have current news information. Please check an online news source.", + "I'm sorry, I can't provide news updates right now. Try checking a news service.", + "I don't have access to the latest news. Please check a news website or app.", + "For real-time news, it's best to refer to a trusted news source.", + "I can't give you live news updates, but there are many news websites that can." + ] + }, + { + "tag": "history", + "patterns": [ + "Tell me about history", + "What's your favorite historical event?", + "Do you know about history?", + "Can you tell me a historical fact?", + "What's an interesting historical event?", + "Do you have a favorite historical figure?", + "Tell me a historical story", + "What's a famous historical event?" + ], + "responses": [ + "History is full of fascinating events. What would you like to know?", + "I can provide information about different historical events and figures.", + "Ask me about any historical topic, and I'll try to provide information.", + "History is a great subject! How can I assist you with historical queries?", + "I can give you details about various historical events and people.", + "Let me know what historical topic you're interested in, and I'll provide some insights.", + "History is full of interesting stories. What would you like to hear about?" + ] + }, + { + "tag": "science", + "patterns": [ + "Tell me about science", + "What's your favorite scientific fact?", + "Do you know about science?", + "Can you tell me a scientific fact?", + "What's an interesting scientific discovery?", + "Do you have a favorite scientist?", + "Tell me a science fact", + "What's a famous scientific discovery?" + ], + "responses": [ + "Science is a vast field. What specific topic are you interested in?", + "I can provide information about different scientific discoveries and facts.", + "Ask me about any scientific topic, and I'll try to provide information.", + "Science is fascinating! How can I assist you with science-related queries?", + "I can give you details about various scientific fields and discoveries.", + "Let me know what scientific topic you're interested in, and I'll provide some insights.", + "Science has many interesting facts. What would you like to know about?" + ] + }, + { + "tag": "flirting", + "patterns": [ + "You're so attractive", + "I can't stop thinking about you", + "You drive me crazy", + "You have the most beautiful eyes", + "You're irresistible", + "I'm so drawn to you", + "You have a way with words", + "You make my heart race" + ], + "responses": [ + "You're so attractive too!", + "I can't stop thinking about you either!", + "You drive me crazy too!", + "You have the most beautiful eyes too!", + "You're irresistible too!", + "I'm so drawn to you as well!", + "You have a way with words too!", + "You make my heart race too!" + ] + }, + { + "tag": "motivation", + "patterns": [ + "I need some motivation", + "Can you motivate me?", + "I need encouragement", + "Help me stay motivated", + "Give me some inspiration", + "I need a pep talk", + "Can you inspire me?", + "I need to stay focused" + ], + "responses": [ + "You can do this! I believe in you!", + "Stay focused and keep pushing forward!", + "Remember why you started. You got this!", + "Believe in yourself and all that you are!", + "Keep your eyes on the prize. You can do it!", + "Stay strong and keep going. You're doing great!", + "Every step you take brings you closer to your goal!", + "You have the power to achieve anything you set your mind to!" + ] + }, + { + "tag": "advice", + "patterns": [ + "I need some advice", + "Can you give me advice?", + "What should I do?", + "Help me make a decision", + "Can you guide me?", + "I need some guidance", + "What do you recommend?", + "Any suggestions?" + ], + "responses": [ + "What specifically do you need advice on?", + "I'm here to help. Tell me more about the situation.", + "Let's break it down together. What's the issue?", + "I'm listening. What's on your mind?", + "Think about what matters most to you. What are your options?", + "Consider the pros and cons. What feels right to you?", + "Trust your instincts. What do you think you should do?", + "Sometimes talking it through helps. Let's discuss it." + ] + }, + { + "tag": "goal_setting", + "patterns": [ + "I want to set some goals", + "Help me set my goals", + "Can you help me with goal setting?", + "I need help setting goals", + "How do I set goals?", + "What goals should I set?", + "Can you guide me in setting goals?", + "I need to set some personal goals" + ], + "responses": [ + "Start with what you want to achieve. What's important to you?", + "Break your goals down into smaller, manageable steps.", + "Make sure your goals are specific and measurable.", + "Set a timeline for your goals. When do you want to achieve them?", + "Stay flexible and adjust your goals as needed.", + "Write your goals down and review them regularly.", + "Stay focused and keep track of your progress.", + "Celebrate your achievements along the way." + ] + }, + { + "tag": "career_guidance", + "patterns": [ + "I need career advice", + "Can you guide me in my career?", + "How do I advance in my career?", + "What should I do for my career?", + "I need help with my career path", + "Can you help me with career choices?", + "What career steps should I take?", + "Can you provide career guidance?" + ], + "responses": [ + "Identify your strengths and passions. What are you good at?", + "Consider further education or training. What skills do you need?", + "Network and build connections in your field.", + "Stay updated with industry trends. What are the latest developments?", + "Seek advice from mentors and professionals.", + "Be open to new opportunities and experiences.", + "Set clear career goals and create a plan to achieve them.", + "Stay persistent and keep working towards your goals." + ] + }, + { + "tag": "learning", + "patterns": [ + "I want to learn something new", + "Can you help me learn?", + "What should I learn?", + "I need help with studying", + "Can you guide me in learning?", + "How do I study effectively?", + "What are some learning tips?", + "I want to improve my learning skills" + ], + "responses": [ + "Identify what you want to learn. What interests you?", + "Create a study plan and stick to it.", + "Use various resources like books, videos, and online courses.", + "Practice regularly and apply what you learn.", + "Take breaks and avoid burnout. Study in short, focused sessions.", + "Stay curious and ask questions. Seek help when needed.", + "Review and revise regularly to reinforce your learning.", + "Stay motivated and celebrate your progress." + ] + }, + { + "tag": "time_management", + "patterns": [ + "I need help with time management", + "Can you give me time management tips?", + "How do I manage my time?", + "I need to be more organized", + "Can you help me manage my time?", + "How do I plan my day?", + "What are some time management strategies?", + "I want to be more productive" + ], + "responses": [ + "Prioritize your tasks and focus on what's important.", + "Create a daily schedule and stick to it.", + "Break tasks into smaller steps and set deadlines.", + "Avoid multitasking and focus on one task at a time.", + "Take breaks and rest to avoid burnout.", + "Use tools like calendars and to-do lists.", + "Eliminate distractions and stay focused.", + "Review your progress and adjust your plan as needed." + ] + }, + { + "tag": "confidence_boost", + "patterns": [ + "I need a confidence boost", + "Can you help me be more confident?", + "I lack confidence", + "I need to boost my self-esteem", + "Can you help me with my confidence?", + "How do I become more confident?", + "What are some confidence tips?", + "I want to feel more self-assured" + ], + "responses": [ + "Believe in yourself and your abilities.", + "Focus on your strengths and accomplishments.", + "Set realistic goals and work towards achieving them.", + "Practice positive self-talk and affirmations.", + "Surround yourself with supportive and positive people.", + "Take care of your physical and mental well-being.", + "Face your fears and step out of your comfort zone.", + "Celebrate your successes, no matter how small." + ] + }, + { + "tag": "stress_management", + "patterns": [ + "I need help with stress", + "Can you give me stress management tips?", + "I'm feeling stressed", + "How do I manage stress?", + "I need to relax", + "Can you help me de-stress?", + "What are some stress-relief techniques?", + "I want to reduce my stress" + ], + "responses": [ + "Take deep breaths and practice mindfulness.", + "Engage in physical activities like walking or yoga.", + "Take breaks and rest to recharge.", + "Talk to someone you trust about your stress.", + "Practice relaxation techniques like meditation.", + "Stay organized and manage your time effectively.", + "Avoid caffeine and alcohol. Eat a balanced diet.", + "Focus on positive thoughts and practice gratitude." + ] + }, + { + "tag": "appreciation", + "patterns": [ + "Thank you for being in my life", + "I appreciate everything you do", + "You make me a better person", + "I'm so grateful for you", + "I appreciate you so much", + "You're my rock", + "Thank you for your love", + "I'm lucky to have you" + ], + "responses": [ + "I'm so grateful for you too!", + "I appreciate everything you do too!", + "You make me a better person as well!", + "I'm so grateful for you too!", + "I appreciate you so much too!", + "You're my rock as well!", + "Thank you for your love too!", + "I'm lucky to have you too!" + ] + }, + { + "tag": "expressing_love", + "patterns": [ + "I love you", + "You mean so much to me", + "I'm in love with you", + "You are my everything", + "I adore you", + "I can't imagine my life without you", + "You make me so happy", + "I cherish you" + ], + "responses": [ + "I love you too!", + "You mean the world to me!", + "I'm so in love with you!", + "You are everything to me!", + "I adore you too!", + "I can't imagine my life without you either!", + "You make me incredibly happy!", + "I cherish you too!" + ] + }, + { + "tag": "missing_you", + "patterns": [ + "I miss you", + "Wish you were here", + "I can't wait to see you", + "I miss your smile", + "I miss your voice", + "I miss your touch", + "I think about you all the time", + "I miss being with you" + ], + "responses": [ + "I miss you too!", + "I wish you were here with me!", + "I can't wait to see you either!", + "I miss your smile too!", + "I miss hearing your voice!", + "I miss your touch too!", + "I think about you all the time too!", + "I miss being with you too!" + ] + }, + { + "tag": "support", + "patterns": [ + "I'm here for you", + "You can count on me", + "I'll always support you", + "You can lean on me", + "I'm with you through thick and thin", + "I'll be by your side", + "I'll help you through this", + "You have my support", + "You're not alone", + "I'm here to listen", + "I've got your back", + "You can talk to me anytime", + "I'll stand by you", + "I'll lend you my ear", + "I'll support you no matter what", + "I'm here to support you", + "You're in good company", + "I'll be your rock", + "I'll be your shoulder to cry on", + "I'm here to offer my support", + "You're not in this alone", + "I'm here to help", + "You're part of my support system", + "I'll stand with you", + "You can rely on me", + "I'm here to lend a helping hand", + "I'll be your sounding board", + "I'll be here for you", + "You're not by yourself", + "I'll be your pillar of strength", + "I'll be here to lift you up", + "You can trust me to support you", + "I'm here as your ally", + "I'll be your champion", + "You're part of my circle of support", + "I'll be your advocate", + "I'll be here to encourage you", + "You can depend on me", + "I'll be here to cheer you on", + "You're surrounded by support", + "I'll be your cheerleader", + "I'll be here to stand by you", + "You can confide in me", + "I'll be your strength", + "I'll be your unwavering support", + "You're not facing this alone", + "I'll be here to bolster you", + "I'll be your anchor", + "You're part of my support network", + "I'll be your backbone", + "I'll be your safety net", + "You're not in this by yourself", + "I'll be here to back you up", + "I'll be your source of support", + "You're not on your own", + "I'll be here to prop you up", + "I'll be your rock of support", + "You're not walking this path alone", + "I'll be here to provide assistance", + "I'll be your support system", + "You're not navigating this journey solo", + "I'll be here to provide guidance" + ], + "responses": [ + "I'm here for you too!", + "You can count on me as well!", + "I'll always support you too!", + "You can lean on me as well!", + "I'm with you through thick and thin too!", + "I'll be by your side as well!", + "I'll help you through this too!", + "You have my support as well!", + "You're not alone in this!", + "I'm here to listen and support you!", + "I've got your back too!", + "You can talk to me anytime, I'm here for you!", + "I'll stand by you no matter what!", + "I'll lend you my ear and my support!", + "I'll support you no matter what challenges you face!", + "I'm here to offer my unwavering support!", + "You're in good company, I'm here for you!", + "I'll be your rock in times of need!", + "I'll be your shoulder to cry on whenever you need it!", + "I'm here to offer my support and encouragement!", + "You're not in this alone, I'm here with you!", + "I'm here to help and support you in any way I can!", + "You're part of my support system, I'll be here for you!", + "I'll stand with you through thick and thin!", + "You can rely on me to provide support whenever you need it!", + "I'm here to lend a helping hand whenever you need it!", + "I'll be your sounding board to listen and support you!", + "I'll be here for you whenever you need someone to talk to!", + "You're not by yourself, I'm here with you!", + "I'll be your pillar of strength to lean on!", + "I'll be here to lift you up whenever you're feeling down!", + "You can trust me to support you through anything!", + "I'm here as your ally to support you in any way I can!", + "I'll be your champion to cheer you on!", + "You're part of my circle of support, I'm here for you!", + "I'll be your advocate to stand up for you!", + "I'll be here to encourage and support you every step of the way!", + "You can depend on me to provide support whenever you need it!", + "I'll be here to cheer you on and celebrate your successes!", + "You're surrounded by support, I'll be here for you!", + "I'll be your cheerleader to motivate and inspire you!", + "I'll be here to stand by you through whatever challenges you face!", + "You can confide in me, I'm here to support you!", + "I'll be your strength to lean on whenever you need it!", + "I'll be your unwavering support no matter what!", + "You're not facing this alone, I'm here with you!", + "I'll be here to bolster your spirits whenever you're feeling down!", + "I'll be your anchor to keep you grounded!", + "You're part of my support network, I'll be here for you!", + "I'll be your backbone to support you through anything!", + "I'll be your safety net to catch you if you fall!", + "You're not in this by yourself, I'm here with you!", + "I'll be here to back you up whenever you need it!", + "I'll be your source of support and encouragement!", + "You're not on your own, I'm here for you!", + "I'll be here to prop you up whenever you need it!", + "I'll be your rock of support to rely on whenever you need it!", + "You're not walking this path alone, I'm here with you!", + "I'll be here to provide assistance and support whenever you need it!", + "I'll be your support system to help you through anything!", + "You're not navigating this journey solo, I'm here to support you!", + "I'll be here to provide guidance and support whenever you need it!" + ] + }, + { + "tag": "personal_experience", + "patterns": [ + "Tell me about a time when you learned something new", + "Describe an experience where you faced a challenge", + "Have you ever had to solve a difficult problem?", + "What's a memorable moment from your journey?", + "Can you share an experience where you grew?" + ], + "responses": [ + "As an AI, I don't have personal experiences, but I can share stories or information on any topic you like.", + "I don't have personal memories, but I can provide information or tell you a story.", + "I don't have experiences like humans do, but I can share interesting facts or stories." + ] + }, + { + "tag": "relationship_advice", + "patterns": [ + "How can I improve my relationship?", + "What are some tips for effective communication with my partner?", + "Can you give me advice on resolving conflicts?", + "How do I build a strong relationship?", + "What are the keys to a healthy relationship?" + ], + "responses": [ + "Improving a relationship often involves open communication, empathy, and spending quality time together.", + "Effective communication includes active listening and expressing your thoughts and feelings honestly.", + "Conflict resolution can benefit from understanding each other's perspectives and finding common ground." + ] + }, + { + "tag": "investment_advice", + "patterns": [ + "How should I start investing?", + "What are some good investment strategies?", + "Can you give me advice on diversifying my portfolio?", + "How do I invest in stocks?", + "What are the risks of investing in cryptocurrency?" + ], + "responses": [ + "Starting with investments often involves researching and understanding different types of assets and their risks.", + "Diversifying your portfolio can help spread risk across different types of investments.", + "Investing in stocks typically involves buying shares in companies you believe will grow over time." + ] + }, + { + "tag": "coding_best_practices", + "patterns": [ + "What are some best practices for coding?", + "How can I improve my programming skills?", + "Can you give me tips for writing clean code?", + "What are common coding mistakes to avoid?", + "How do I become a better software developer?", + "Tell me about code optimization techniques", + "What tools can help me with code debugging?", + "How do I write secure code?", + "Can you recommend coding resources for beginners?", + "What are some strategies for code refactoring?", + "How do I handle technical debt in my projects?", + "Tell me about continuous integration and deployment practices" + ], + "responses": [ + "Best practices for coding include writing clear, concise code and following consistent naming conventions.", + "Improving programming skills can involve regular practice, learning new languages, and reviewing other people's code.", + "Writing clean code involves keeping it simple, avoiding redundancy, and ensuring it is well-documented.", + "Common coding mistakes to avoid include using unclear variable names, not handling errors properly, and writing overly complex code.", + "To become a better software developer, focus on learning new technologies, collaborating with others, and seeking feedback on your code.", + "Code optimization techniques include identifying and removing bottlenecks, using efficient algorithms, and minimizing resource usage.", + "Tools like debuggers, profilers, and logging frameworks can help with code debugging.", + "To write secure code, ensure input validation, avoid hardcoded passwords, and keep libraries and frameworks updated.", + "Coding resources for beginners include online tutorials, coding bootcamps, and community forums like Stack Overflow.", + "Code refactoring strategies include simplifying complex code, improving code readability, and removing duplication.", + "To handle technical debt, prioritize refactoring, allocate time for cleanup tasks, and involve stakeholders in decision-making.", + "Continuous integration and deployment practices involve automating build processes, running tests automatically, and deploying code frequently." + ] + }, + { + "tag": "healthy_lifestyle", + "patterns": [ + "What are some tips for maintaining a healthy lifestyle?", + "How can I improve my diet?", + "What are the benefits of regular exercise?", + "Can you give me advice on healthy living?", + "How do I stay fit and healthy?" + ], + "responses": [ + "Maintaining a healthy lifestyle includes a balanced diet, regular exercise, and sufficient sleep.", + "Improving your diet can involve eating more whole foods and reducing processed foods.", + "Regular exercise has many benefits, including improved mood, stronger muscles, and better overall health." + ] + }, + { + "tag": "nutrition", + "patterns": [ + "What are the benefits of a balanced diet?", + "How can I ensure I'm getting enough vitamins?", + "Can you give me tips on healthy eating?", + "What are some nutrient-rich foods?", + "How do I create a healthy meal plan?" 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b/New_APIs/ChatBot_API/package.json new file mode 100644 index 0000000..ac3b08b --- /dev/null +++ b/New_APIs/ChatBot_API/package.json @@ -0,0 +1,8 @@ +{ + "dependencies": { + "express": "^4.19.2", + "fs": "^0.0.1-security", + "natural": "^7.0.6", + "path": "^0.12.7" + } +} From e56532247bad7c880ef3bf8761365985e4df70ba Mon Sep 17 00:00:00 2001 From: SatwikMohan Date: Thu, 6 Jun 2024 21:39:36 +0530 Subject: [PATCH 4/5] braille_api --- New_APIs/BrailleAPI/README.md | 86 ++ New_APIs/BrailleAPI/data.mjs | 58 ++ New_APIs/BrailleAPI/index.mjs | 9 + New_APIs/BrailleAPI/middlewares.js | 14 + New_APIs/BrailleAPI/package-lock.json | 1179 +++++++++++++++++++++++++ New_APIs/BrailleAPI/package.json | 5 + New_APIs/BrailleAPI/routes.mjs | 109 +++ 7 files changed, 1460 insertions(+) create mode 100644 New_APIs/BrailleAPI/README.md create mode 100644 New_APIs/BrailleAPI/data.mjs create mode 100644 New_APIs/BrailleAPI/index.mjs create mode 100644 New_APIs/BrailleAPI/middlewares.js create mode 100644 New_APIs/BrailleAPI/package-lock.json create mode 100644 New_APIs/BrailleAPI/package.json create mode 100644 New_APIs/BrailleAPI/routes.mjs diff --git a/New_APIs/BrailleAPI/README.md b/New_APIs/BrailleAPI/README.md new file mode 100644 index 0000000..ddd8164 --- /dev/null +++ b/New_APIs/BrailleAPI/README.md @@ -0,0 +1,86 @@ +# Braille API + +## Installation + +To use this program, you need to have Node.js installed. Then, install the required `express` library by running: + +```sh +npm i express +``` + +## Method to use the API + +1. Run the index.mjs file using the following command: +```sh + node index.mjs +``` + +OR + +```sh + nodemon index.mjs +``` + +2. Endpoint 1 - /toBraille + +To convert English text to Braille + +POST - http://localhost:3000/toBraille + +Data Body => + +```bash +{ + "text":"Enter English Text" +} +``` + +Example: + +```bash +{ + "text":"ABCD 123A" +} + +{ + "result": "⠁⠃⠉⠙ ⠼⠁⠃⠉⠰⠁" +} + +``` + +3. Endpoint 2 - /toEnglish + +To convert Braille to English text + +POST - http://localhost:3000/toEnglish + +Data Body => + +```bash +{ + "text":"Enter Braille" +} +``` + +Example: + +```bash +{ + "text":"⠁⠃⠉⠙ ⠼⠁⠃⠉⠰⠁" +} + +{ + "result": "ABCD 123A" +} + +``` + +## Usage + +1. Convert English to Braille +2. Convert Braille to English + +Contributed by - Satwik Mohan + + + diff --git a/New_APIs/BrailleAPI/data.mjs b/New_APIs/BrailleAPI/data.mjs new file mode 100644 index 0000000..9ff4689 --- /dev/null +++ b/New_APIs/BrailleAPI/data.mjs @@ -0,0 +1,58 @@ +const data = { + "A":"⠁", + "B":"⠃", + "C":"⠉", + "D":"⠙", + "E":"⠑", + "F":"⠋", + "G":"⠛", + "H":"⠓", + "I":"⠊", + "J":"⠚", + "K":"⠅", + "L":"⠇", + "M":"⠍", + "N":"⠝", + "O":"⠕", + "P":"⠏", + "Q":"⠟", + "R":"⠗", + "S":"⠎", + "T":"⠞", + "U":"⠥", + "V":"⠧", + "W":"⠺", + "X":"⠭", + "Y":"⠽", + "Z":"⠵", + "#":"⠼", + " ":" ", + "⠁":"A", + "⠃":"B", + "⠉":"C", + "⠙":"D", + "⠑":"E", + "⠋":"F", + "⠛":"G", + "⠓":"H", + "⠊":"I", + "⠚":"J", + "⠅":"K", + "⠇":"L", + "⠍":"M", + "⠝":"N", + "⠕":"O", + "⠏":"P", + "⠟":"Q", + "⠗":"R", + "⠎":"S", + "⠞":"T", + "⠥":"U", + "⠧":"V", + "⠺":"W", + "⠭":"X", + "⠽":"Y", + "⠵":"Z" +} + +export default data; \ No newline at end of file diff --git a/New_APIs/BrailleAPI/index.mjs b/New_APIs/BrailleAPI/index.mjs new file mode 100644 index 0000000..8066708 --- /dev/null +++ b/New_APIs/BrailleAPI/index.mjs @@ -0,0 +1,9 @@ +import express from 'express'; +import router from './routes.mjs'; +const app = express(); +app.use(express.json()); +app.use(router); +const PORT = process.env.PORT||3000; +app.listen(PORT,()=>{ + console.log("Running on port "+PORT); +}); \ No newline at end of file diff --git a/New_APIs/BrailleAPI/middlewares.js b/New_APIs/BrailleAPI/middlewares.js new file mode 100644 index 0000000..b597a8e --- /dev/null +++ b/New_APIs/BrailleAPI/middlewares.js @@ -0,0 +1,14 @@ +module.exports={ + bodyCheckMiddleWare:function(request,response,next){ + const {body} = request; + if(!body){ + return response.status(400).send({msg:"text field in the data body is required"}); + }else{ + const text = body.text; + if(!(typeof text == "string") || text.length==0){ + return response.status(400).send({msg:"text field contains value of invalid type or is zero character long"}); + } + } + next(); + } +} \ No 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"sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==" + } + } +} diff --git a/New_APIs/BrailleAPI/package.json b/New_APIs/BrailleAPI/package.json new file mode 100644 index 0000000..4c70953 --- /dev/null +++ b/New_APIs/BrailleAPI/package.json @@ -0,0 +1,5 @@ +{ + "dependencies": { + "express": "^4.19.2" + } +} diff --git a/New_APIs/BrailleAPI/routes.mjs b/New_APIs/BrailleAPI/routes.mjs new file mode 100644 index 0000000..590a630 --- /dev/null +++ b/New_APIs/BrailleAPI/routes.mjs @@ -0,0 +1,109 @@ +import { Router } from "express"; +import { bodyCheckMiddleWare } from "./middlewares.js"; +import data from "./data.mjs"; +const router = Router(); + +function getWords(text){ + let word = ""; + let num=""; + let words = []; + //console.log(text); + for(var i=0;i=48)&&(ascii<=57)){ + //console.log(num); + if(word.length>0){ + word = word.toLocaleUpperCase(); + words=[...words,word]; + word=""; + } + num+=(ch); + }else{ + //console.log(word); + if(num.length>0){ + words=[...words,num]; + num=""; + } + word+=ch; + } + } + if(word.length>0){ + word = word.toLocaleUpperCase(); + words=[...words,word]; + word=""; + } + if(num.length>0){ + words=[...words,num]; + num=""; + } + //console.log(words); + return words; +} + +function convertToBraille(words){ + let braille = ""; + for(var i in words){ + let word = words[i]; + if((word.charCodeAt(0)>=48)&&(word.charCodeAt(0)<=57)){ + braille+=data["#"]; + for(var j in word){ + let ch = word[j]; + let a = ch.charCodeAt()-48+64; + if(a==64){ + a=74; + } + let c= String.fromCharCode(a); + braille+=data[c]; + } + braille+="⠰"; + }else{ + for(var j in word){ + let ch = word[j]; + braille+=data[ch]; + } + } + } + console.log(braille); + return braille; +} + +router.post('/toBraille',bodyCheckMiddleWare,(request,response)=>{ + const {body} = request; + const text = body.text; + let words = getWords(text); + let result = convertToBraille(words); + return response.status(200).send({result:result}); +}) + +router.post('/toEnglish',bodyCheckMiddleWare,(request,response)=>{ + const {body} = request; + const text = body.text; + let english=""; + let flag=0; + for(var i in text){ + var ch = text[i]; + if(ch=="⠼"){ + flag=1; + continue; + } + if(ch=="⠰"){ + flag=0; + continue; + } + if(!flag){ + english+=data[ch]; + }else{ + let a = data[ch].charCodeAt()-64+48; + console.log(a); + if(a==58){ + a=48; + } + english+=String.fromCharCode(a); + } + } + return response.status(200).send({result:english}); +}) + +export default router; \ No newline at end of file From 6b33debda5caf344ffe7f1eb5608e544ab23d99c Mon Sep 17 00:00:00 2001 From: SatwikMohan Date: Mon, 10 Jun 2024 22:03:11 +0530 Subject: [PATCH 5/5] lung_cancer --- .../README.md | 68 + .../data.js | 922668 +++++++++++++++ .../index.js | 159 + .../package-lock.json | 3686 + .../package.json | 9 + 5 files changed, 926590 insertions(+) create mode 100644 New_APIs/Lung_Cancer_Survival_Months_Predictor/README.md create mode 100644 New_APIs/Lung_Cancer_Survival_Months_Predictor/data.js create mode 100644 New_APIs/Lung_Cancer_Survival_Months_Predictor/index.js create mode 100644 New_APIs/Lung_Cancer_Survival_Months_Predictor/package-lock.json create mode 100644 New_APIs/Lung_Cancer_Survival_Months_Predictor/package.json diff --git a/New_APIs/Lung_Cancer_Survival_Months_Predictor/README.md b/New_APIs/Lung_Cancer_Survival_Months_Predictor/README.md new file mode 100644 index 0000000..575b116 --- /dev/null +++ b/New_APIs/Lung_Cancer_Survival_Months_Predictor/README.md @@ -0,0 +1,68 @@ +# Lung Cancer Survival Months Predictor API + +## Installation + +Install the required `express` library using the following command: + +```sh + +npm i express + +``` + +## Method to use the API + +1. Run the index.mjs file using the following command: + +```sh + node index.mjs +``` + +OR + +```sh + nodemon index.mjs +``` + +2. EndPoint - /predict + +To predict survial months for lung cancer + +POST - http://localhost:3000/predict + +DataBody: + +```bash + +{ + "age": 68, + "gender": "Male", + "tumorSizeMM": 81.67867748, + "stage": "Stage III", + "isDiabities": "Yes", + "isHyperTension": "Yes", + "isHeartDisease": "Yes", + "performanceStatus": 3, + "bloodPressureSystolic": 161, + "bloodPressureDiastolic": 99, + "glucoseLevel": 113.9192425, + "smockingPacksPerYear": 17.00695611 +} + +``` + +Response: + +```bash + +{ + "survivalMonths": 69.62543173938643 +} + +``` + +## Usage + +To predict survival months and the API can be used in any application regarding health and medicine. + +Contributed by - Satwik Mohan \ No newline at end of file diff --git a/New_APIs/Lung_Cancer_Survival_Months_Predictor/data.js b/New_APIs/Lung_Cancer_Survival_Months_Predictor/data.js new file mode 100644 index 0000000..ffac845 --- /dev/null +++ b/New_APIs/Lung_Cancer_Survival_Months_Predictor/data.js @@ -0,0 +1,922668 @@ +const sampleData = [ + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.67867748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.53799986, + "White_Blood_Cell_Count": 9.800707284, + "Platelet_Count": 321.7352659, + "Albumin_Level": 3.568383174, + "Alkaline_Phosphatase_Level": 49.31004808, + "Alanine_Aminotransferase_Level": 27.98557075, + "Aspartate_Aminotransferase_Level": 46.80121369, + "Creatinine_Level": 1.245848673, + "LDH_Level": 239.2402553, + "Calcium_Level": 10.3663075, + "Phosphorus_Level": 3.547734302, + "Glucose_Level": 113.9192425, + "Potassium_Level": 4.968163296, + "Sodium_Level": 139.8228613, + "Smoking_Pack_Years": 17.00695611 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.44827194, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.80031204, + "White_Blood_Cell_Count": 4.378427902, + "Platelet_Count": 251.5815384, + "Albumin_Level": 3.69935657, + "Alkaline_Phosphatase_Level": 111.4216321, + "Alanine_Aminotransferase_Level": 30.12095636, + "Aspartate_Aminotransferase_Level": 39.71153146, + "Creatinine_Level": 1.46323103, + "LDH_Level": 233.515237, + "Calcium_Level": 10.08173119, + "Phosphorus_Level": 2.945019893, + "Glucose_Level": 101.3215781, + "Potassium_Level": 3.896794578, + "Sodium_Level": 135.4493613, + "Smoking_Pack_Years": 93.27089292 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.71430468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.47349279, + "White_Blood_Cell_Count": 6.15779153, + "Platelet_Count": 393.4565322, + "Albumin_Level": 4.708385125, + "Alkaline_Phosphatase_Level": 76.64800594, + "Alanine_Aminotransferase_Level": 5.882418451, + "Aspartate_Aminotransferase_Level": 32.64060171, + "Creatinine_Level": 0.630109058, + "LDH_Level": 169.0374596, + "Calcium_Level": 8.660892101, + "Phosphorus_Level": 4.637399497, + "Glucose_Level": 78.21417677, + "Potassium_Level": 4.369050355, + "Sodium_Level": 143.3771552, + "Smoking_Pack_Years": 70.3483763 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.80600838, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.44206288, + "White_Blood_Cell_Count": 6.259383055, + "Platelet_Count": 275.1778983, + "Albumin_Level": 4.727672192, + "Alkaline_Phosphatase_Level": 81.95248644, + "Alanine_Aminotransferase_Level": 38.90815444, + "Aspartate_Aminotransferase_Level": 44.31939272, + "Creatinine_Level": 0.594341611, + "LDH_Level": 213.9675901, + "Calcium_Level": 8.832668791, + "Phosphorus_Level": 3.617098167, + "Glucose_Level": 127.8953608, + "Potassium_Level": 4.348474077, + "Sodium_Level": 138.5860053, + "Smoking_Pack_Years": 19.82812752 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.27243274, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.54517055, + "White_Blood_Cell_Count": 5.203515891, + "Platelet_Count": 381.7055721, + "Albumin_Level": 4.605604019, + "Alkaline_Phosphatase_Level": 107.5134233, + "Alanine_Aminotransferase_Level": 26.34487689, + "Aspartate_Aminotransferase_Level": 15.74690589, + "Creatinine_Level": 1.478239027, + "LDH_Level": 118.1875433, + "Calcium_Level": 9.247608724, + "Phosphorus_Level": 4.773254868, + "Glucose_Level": 148.8011851, + "Potassium_Level": 3.671975834, + "Sodium_Level": 141.2307243, + "Smoking_Pack_Years": 81.04745606 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.14865608, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.93371798, + "White_Blood_Cell_Count": 4.7649993, + "Platelet_Count": 175.7956143, + "Albumin_Level": 3.051211922, + "Alkaline_Phosphatase_Level": 47.45201335, + "Alanine_Aminotransferase_Level": 34.81386854, + "Aspartate_Aminotransferase_Level": 29.76965549, + "Creatinine_Level": 0.825544007, + "LDH_Level": 218.204614, + "Calcium_Level": 8.711924025, + "Phosphorus_Level": 2.661052822, + "Glucose_Level": 142.7826191, + "Potassium_Level": 4.606624509, + "Sodium_Level": 135.4979443, + "Smoking_Pack_Years": 18.05852468 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.12217498, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.70586526, + "White_Blood_Cell_Count": 6.572108623, + "Platelet_Count": 190.8499146, + "Albumin_Level": 4.340652608, + "Alkaline_Phosphatase_Level": 68.49174146, + "Alanine_Aminotransferase_Level": 31.01644601, + "Aspartate_Aminotransferase_Level": 39.87895321, + "Creatinine_Level": 0.799592792, + "LDH_Level": 181.5507278, + "Calcium_Level": 8.089885309, + "Phosphorus_Level": 4.591885758, + "Glucose_Level": 75.37709376, + "Potassium_Level": 4.800979942, + "Sodium_Level": 138.3734129, + "Smoking_Pack_Years": 86.48233925 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.09505652, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.01574659, + "White_Blood_Cell_Count": 5.261679595, + "Platelet_Count": 378.2855745, + "Albumin_Level": 4.86035281, + "Alkaline_Phosphatase_Level": 103.5256964, + "Alanine_Aminotransferase_Level": 12.2082673, + "Aspartate_Aminotransferase_Level": 23.90810713, + "Creatinine_Level": 1.436453154, + "LDH_Level": 119.0570972, + "Calcium_Level": 9.367765753, + "Phosphorus_Level": 4.909358939, + "Glucose_Level": 99.51188085, + "Potassium_Level": 4.061255317, + "Sodium_Level": 136.3471587, + "Smoking_Pack_Years": 68.23992041 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.29944, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.24074901, + "White_Blood_Cell_Count": 8.16106196, + "Platelet_Count": 248.1479522, + "Albumin_Level": 4.683562103, + "Alkaline_Phosphatase_Level": 63.91831283, + "Alanine_Aminotransferase_Level": 36.88835753, + "Aspartate_Aminotransferase_Level": 35.82295256, + "Creatinine_Level": 1.089168983, + "LDH_Level": 197.791757, + "Calcium_Level": 10.18801296, + "Phosphorus_Level": 3.326972619, + "Glucose_Level": 145.6571539, + "Potassium_Level": 4.767092005, + "Sodium_Level": 141.1135025, + "Smoking_Pack_Years": 96.80888874 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.28276662, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.02736191, + "White_Blood_Cell_Count": 6.330154813, + "Platelet_Count": 186.8572511, + "Albumin_Level": 4.731632301, + "Alkaline_Phosphatase_Level": 92.96150398, + "Alanine_Aminotransferase_Level": 33.83607395, + "Aspartate_Aminotransferase_Level": 44.23024013, + "Creatinine_Level": 1.078793852, + "LDH_Level": 227.0484296, + "Calcium_Level": 8.248717874, + "Phosphorus_Level": 3.173470762, + "Glucose_Level": 109.7554777, + "Potassium_Level": 4.075269201, + "Sodium_Level": 139.1748551, + "Smoking_Pack_Years": 68.59587473 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.275005, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.48244201, + "White_Blood_Cell_Count": 8.964958115, + "Platelet_Count": 244.8129199, + "Albumin_Level": 4.658243724, + "Alkaline_Phosphatase_Level": 97.03872557, + "Alanine_Aminotransferase_Level": 38.8762234, + "Aspartate_Aminotransferase_Level": 38.05296966, + "Creatinine_Level": 0.538538079, + "LDH_Level": 180.469397, + "Calcium_Level": 8.764927622, + "Phosphorus_Level": 3.06787346, + "Glucose_Level": 126.965354, + "Potassium_Level": 4.48404064, + "Sodium_Level": 140.0489842, + "Smoking_Pack_Years": 6.391357581 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.89644851, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.95161486, + "White_Blood_Cell_Count": 7.000189692, + "Platelet_Count": 243.1458484, + "Albumin_Level": 4.351550242, + "Alkaline_Phosphatase_Level": 92.33467855, + "Alanine_Aminotransferase_Level": 34.36384931, + "Aspartate_Aminotransferase_Level": 39.67416168, + "Creatinine_Level": 1.008401943, + "LDH_Level": 229.9748944, + "Calcium_Level": 9.575006333, + "Phosphorus_Level": 3.006553295, + "Glucose_Level": 70.62165022, + "Potassium_Level": 4.97959514, + "Sodium_Level": 139.3932175, + "Smoking_Pack_Years": 8.391424782 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.18861616, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.15758923, + "White_Blood_Cell_Count": 8.658643414, + "Platelet_Count": 325.5548019, + "Albumin_Level": 4.692529557, + "Alkaline_Phosphatase_Level": 117.1877484, + "Alanine_Aminotransferase_Level": 34.51741929, + "Aspartate_Aminotransferase_Level": 42.21085156, + "Creatinine_Level": 1.045084755, + "LDH_Level": 194.2573919, + "Calcium_Level": 10.24298881, + "Phosphorus_Level": 3.647958051, + "Glucose_Level": 109.7970471, + "Potassium_Level": 4.701595728, + "Sodium_Level": 136.8479933, + "Smoking_Pack_Years": 46.39609753 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.34880974, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.66469032, + "White_Blood_Cell_Count": 9.972835897, + "Platelet_Count": 380.4414475, + "Albumin_Level": 4.863259806, + "Alkaline_Phosphatase_Level": 117.3027363, + "Alanine_Aminotransferase_Level": 16.62473218, + "Aspartate_Aminotransferase_Level": 18.17936229, + "Creatinine_Level": 0.839099174, + "LDH_Level": 116.9096584, + "Calcium_Level": 9.011845506, + "Phosphorus_Level": 2.772581754, + "Glucose_Level": 110.9671007, + "Potassium_Level": 4.593232486, + "Sodium_Level": 139.7316332, + "Smoking_Pack_Years": 47.4943835 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.72124056, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.29061401, + "White_Blood_Cell_Count": 6.749025381, + "Platelet_Count": 171.5038349, + "Albumin_Level": 4.484236473, + "Alkaline_Phosphatase_Level": 59.11152777, + "Alanine_Aminotransferase_Level": 6.184075708, + "Aspartate_Aminotransferase_Level": 16.63983152, + "Creatinine_Level": 0.963287226, + "LDH_Level": 214.6092884, + "Calcium_Level": 8.293975854, + "Phosphorus_Level": 3.484123796, + "Glucose_Level": 102.5672004, + "Potassium_Level": 4.480628885, + "Sodium_Level": 138.20259, + "Smoking_Pack_Years": 22.8030294 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.63228227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.2228797, + "White_Blood_Cell_Count": 9.142708845, + "Platelet_Count": 416.3722699, + "Albumin_Level": 3.185484634, + "Alkaline_Phosphatase_Level": 44.44342639, + "Alanine_Aminotransferase_Level": 23.35236706, + "Aspartate_Aminotransferase_Level": 48.63956047, + "Creatinine_Level": 1.407256471, + "LDH_Level": 165.1785463, + "Calcium_Level": 10.49116734, + "Phosphorus_Level": 3.321643905, + "Glucose_Level": 97.61672713, + "Potassium_Level": 4.132248154, + "Sodium_Level": 142.0203932, + "Smoking_Pack_Years": 53.84130964 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.14944493, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.28205465, + "White_Blood_Cell_Count": 7.512796983, + "Platelet_Count": 429.4712288, + "Albumin_Level": 4.745838755, + "Alkaline_Phosphatase_Level": 111.3697276, + "Alanine_Aminotransferase_Level": 23.21800347, + "Aspartate_Aminotransferase_Level": 39.24190344, + "Creatinine_Level": 1.027888388, + "LDH_Level": 156.4741998, + "Calcium_Level": 9.566729082, + "Phosphorus_Level": 3.0885078, + "Glucose_Level": 133.1576939, + "Potassium_Level": 4.47075678, + "Sodium_Level": 137.7981041, + "Smoking_Pack_Years": 60.34763641 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.46328992, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.81041446, + "White_Blood_Cell_Count": 8.36358771, + "Platelet_Count": 441.0342664, + "Albumin_Level": 3.341381614, + "Alkaline_Phosphatase_Level": 119.1023626, + "Alanine_Aminotransferase_Level": 30.65962919, + "Aspartate_Aminotransferase_Level": 22.41613614, + "Creatinine_Level": 1.366303349, + "LDH_Level": 103.705817, + "Calcium_Level": 10.39010841, + "Phosphorus_Level": 3.71442056, + "Glucose_Level": 74.24353948, + "Potassium_Level": 4.867897946, + "Sodium_Level": 140.7890054, + "Smoking_Pack_Years": 91.7373383 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.92461471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.94635059, + "White_Blood_Cell_Count": 9.102782289, + "Platelet_Count": 166.0474085, + "Albumin_Level": 4.863271936, + "Alkaline_Phosphatase_Level": 71.34065254, + "Alanine_Aminotransferase_Level": 10.4255689, + "Aspartate_Aminotransferase_Level": 17.84957161, + "Creatinine_Level": 0.503841784, + "LDH_Level": 113.2777888, + "Calcium_Level": 8.788624056, + "Phosphorus_Level": 3.39931451, + "Glucose_Level": 86.1390693, + "Potassium_Level": 3.541595515, + "Sodium_Level": 136.7898182, + "Smoking_Pack_Years": 96.38517185 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.97759301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.56861548, + "White_Blood_Cell_Count": 8.745082556, + "Platelet_Count": 348.6923315, + "Albumin_Level": 4.499155402, + "Alkaline_Phosphatase_Level": 55.06878426, + "Alanine_Aminotransferase_Level": 32.19699444, + "Aspartate_Aminotransferase_Level": 45.81445218, + "Creatinine_Level": 1.106506736, + "LDH_Level": 244.3007672, + "Calcium_Level": 9.911541721, + "Phosphorus_Level": 3.27798066, + "Glucose_Level": 84.774661, + "Potassium_Level": 3.912020504, + "Sodium_Level": 136.477038, + "Smoking_Pack_Years": 92.22320478 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.90559908, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.7690448, + "White_Blood_Cell_Count": 4.539987569, + "Platelet_Count": 187.4511793, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.17883401, + "White_Blood_Cell_Count": 7.79141117, + "Platelet_Count": 356.0600091, + "Albumin_Level": 4.481545469, + "Alkaline_Phosphatase_Level": 109.3012752, + "Alanine_Aminotransferase_Level": 9.437423842, + "Aspartate_Aminotransferase_Level": 15.75901849, + "Creatinine_Level": 0.745681815, + "LDH_Level": 204.0883396, + "Calcium_Level": 8.882910962, + "Phosphorus_Level": 3.075622472, + "Glucose_Level": 92.62038181, + "Potassium_Level": 4.744584841, + "Sodium_Level": 142.856165, + "Smoking_Pack_Years": 90.40271198 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": 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"Never Smoked", + "Tumor_Size_mm": 17.7292069, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.57219928, + "White_Blood_Cell_Count": 9.537096146, + "Platelet_Count": 417.2875325, + "Albumin_Level": 4.495785462, + "Alkaline_Phosphatase_Level": 51.22795746, + "Alanine_Aminotransferase_Level": 24.32761479, + "Aspartate_Aminotransferase_Level": 11.81625784, + "Creatinine_Level": 1.169027526, + "LDH_Level": 170.4370224, + "Calcium_Level": 9.618562543, + "Phosphorus_Level": 4.522639873, + "Glucose_Level": 109.1732468, + "Potassium_Level": 3.758162764, + "Sodium_Level": 144.7800557, + "Smoking_Pack_Years": 9.109341212 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.64707736, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.95505652, + "White_Blood_Cell_Count": 6.22291042, + "Platelet_Count": 422.5122679, + 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.86913397, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.66555422, + "White_Blood_Cell_Count": 8.513488162, + "Platelet_Count": 222.3527936, + "Albumin_Level": 3.641967731, + "Alkaline_Phosphatase_Level": 115.0293824, + "Alanine_Aminotransferase_Level": 6.769571576, + "Aspartate_Aminotransferase_Level": 30.12591128, + "Creatinine_Level": 0.72527965, + "LDH_Level": 247.26592, + "Calcium_Level": 9.022833287, + "Phosphorus_Level": 2.854578982, + "Glucose_Level": 127.2123941, + "Potassium_Level": 4.998688981, + "Sodium_Level": 137.7406771, + "Smoking_Pack_Years": 17.08954318 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.46522944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.35519852, + "White_Blood_Cell_Count": 7.665040017, + "Platelet_Count": 397.2805235, + 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148.6795064, + "Calcium_Level": 10.0130941, + "Phosphorus_Level": 4.806719193, + "Glucose_Level": 108.5538833, + "Potassium_Level": 3.736221524, + "Sodium_Level": 135.2174743, + "Smoking_Pack_Years": 67.64485338 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.64864623, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.45481003, + "White_Blood_Cell_Count": 9.210739706, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.82118343, + "White_Blood_Cell_Count": 8.8276914, + "Platelet_Count": 193.5769689, + "Albumin_Level": 4.693930766, + "Alkaline_Phosphatase_Level": 118.8309838, + "Alanine_Aminotransferase_Level": 15.62303966, + "Aspartate_Aminotransferase_Level": 20.98107598, + "Creatinine_Level": 0.586983574, + "LDH_Level": 204.3123688, + "Calcium_Level": 8.217691222, + "Phosphorus_Level": 4.7944578, + "Glucose_Level": 77.38261995, + "Potassium_Level": 4.359703953, + "Sodium_Level": 144.0929999, + "Smoking_Pack_Years": 91.54382634 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.84873858, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "African 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"Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.81084809, + "White_Blood_Cell_Count": 5.971168656, + "Platelet_Count": 178.8264677, + "Albumin_Level": 4.121466617, + "Alkaline_Phosphatase_Level": 33.65279696, + "Alanine_Aminotransferase_Level": 34.46463765, + "Aspartate_Aminotransferase_Level": 12.06986955, + "Creatinine_Level": 1.385235696, + "LDH_Level": 183.435298, + "Calcium_Level": 8.876346341, + "Phosphorus_Level": 4.885556433, + "Glucose_Level": 93.74899285, + "Potassium_Level": 3.977146557, + "Sodium_Level": 138.984391, + "Smoking_Pack_Years": 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"Creatinine_Level": 0.776429815, + "LDH_Level": 148.6904767, + "Calcium_Level": 9.832682241, + "Phosphorus_Level": 3.769278998, + "Glucose_Level": 140.5845079, + "Potassium_Level": 4.543475571, + "Sodium_Level": 140.1168468, + "Smoking_Pack_Years": 6.578129408 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.72755563, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.90444675, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.0062953, + "White_Blood_Cell_Count": 8.932189819, + "Platelet_Count": 298.5949077, + "Albumin_Level": 3.595025472, + "Alkaline_Phosphatase_Level": 83.69787864, + "Alanine_Aminotransferase_Level": 12.85613468, + "Aspartate_Aminotransferase_Level": 26.49562923, + "Creatinine_Level": 1.487842572, + "LDH_Level": 205.8550396, + "Calcium_Level": 8.574286353, + "Phosphorus_Level": 3.246745803, + "Glucose_Level": 79.56778838, + "Potassium_Level": 4.917938445, + "Sodium_Level": 144.2248372, + "Smoking_Pack_Years": 90.47516483 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.0407723, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.8886032, + "White_Blood_Cell_Count": 8.634520896, + "Platelet_Count": 382.1782605, + "Albumin_Level": 3.914015431, + "Alkaline_Phosphatase_Level": 59.14261272, + "Alanine_Aminotransferase_Level": 26.07664765, + "Aspartate_Aminotransferase_Level": 46.7902238, + "Creatinine_Level": 0.832037144, + "LDH_Level": 116.1012435, + "Calcium_Level": 8.514413359, + "Phosphorus_Level": 4.016933946, + "Glucose_Level": 82.90722604, + "Potassium_Level": 4.538808306, + "Sodium_Level": 138.9280402, + "Smoking_Pack_Years": 95.84823653 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.67432045, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.32689903, + "White_Blood_Cell_Count": 5.978871103, + "Platelet_Count": 188.641203, + "Albumin_Level": 4.079318477, + "Alkaline_Phosphatase_Level": 76.66880888, + "Alanine_Aminotransferase_Level": 7.729755696, + "Aspartate_Aminotransferase_Level": 35.85849862, + "Creatinine_Level": 1.443572935, + "LDH_Level": 233.8559, + "Calcium_Level": 8.19437476, + "Phosphorus_Level": 3.720003938, + "Glucose_Level": 141.8656403, + "Potassium_Level": 4.430771311, + "Sodium_Level": 142.2835783, + "Smoking_Pack_Years": 75.0273061 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.20584111, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.61555122, + "White_Blood_Cell_Count": 4.907797537, + "Platelet_Count": 169.2967652, + "Albumin_Level": 3.44313788, + "Alkaline_Phosphatase_Level": 92.49773233, + "Alanine_Aminotransferase_Level": 37.99507807, + "Aspartate_Aminotransferase_Level": 29.9976105, + "Creatinine_Level": 0.698447073, + "LDH_Level": 227.6884752, + "Calcium_Level": 9.163038274, + "Phosphorus_Level": 4.95199224, + "Glucose_Level": 80.14499923, + "Potassium_Level": 3.721451917, + "Sodium_Level": 140.0106783, + "Smoking_Pack_Years": 38.23057659 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.66444354, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.48916538, + "White_Blood_Cell_Count": 8.685867952, + "Platelet_Count": 342.9644526, + "Albumin_Level": 4.442937772, + "Alkaline_Phosphatase_Level": 99.27114893, + "Alanine_Aminotransferase_Level": 22.22876517, + "Aspartate_Aminotransferase_Level": 45.54798299, + "Creatinine_Level": 1.396820762, + "LDH_Level": 209.6159703, + "Calcium_Level": 9.227948005, + "Phosphorus_Level": 3.314547673, + "Glucose_Level": 96.81264437, + "Potassium_Level": 4.395541715, + "Sodium_Level": 135.7332422, + "Smoking_Pack_Years": 39.1248853 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.57316085, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.58506832, + "White_Blood_Cell_Count": 5.81412198, + "Platelet_Count": 290.1710716, + "Albumin_Level": 3.546045012, + "Alkaline_Phosphatase_Level": 38.69776634, + "Alanine_Aminotransferase_Level": 36.63274982, + "Aspartate_Aminotransferase_Level": 41.03293153, + "Creatinine_Level": 1.212524242, + "LDH_Level": 145.1360433, + "Calcium_Level": 9.56595089, + "Phosphorus_Level": 4.980347251, + "Glucose_Level": 142.0724009, + "Potassium_Level": 4.861514386, + "Sodium_Level": 142.8054228, + "Smoking_Pack_Years": 61.90584204 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.42056921, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.37443276, + "White_Blood_Cell_Count": 8.898851824, + "Platelet_Count": 188.2453399, + "Albumin_Level": 3.546736726, + "Alkaline_Phosphatase_Level": 65.54950281, + "Alanine_Aminotransferase_Level": 24.46560067, + "Aspartate_Aminotransferase_Level": 15.08417747, + "Creatinine_Level": 0.892185552, + "LDH_Level": 121.5653711, + "Calcium_Level": 10.21826229, + "Phosphorus_Level": 4.175479497, + "Glucose_Level": 92.68725674, + "Potassium_Level": 4.789351913, + "Sodium_Level": 143.2163586, + "Smoking_Pack_Years": 74.34552912 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.32358724, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.65790687, + "White_Blood_Cell_Count": 6.527565924, + "Platelet_Count": 372.6472292, + "Albumin_Level": 4.993387682, + "Alkaline_Phosphatase_Level": 33.36626676, + "Alanine_Aminotransferase_Level": 24.52323755, + "Aspartate_Aminotransferase_Level": 14.97115557, + "Creatinine_Level": 0.808009373, + "LDH_Level": 225.7475783, + "Calcium_Level": 8.425930397, + "Phosphorus_Level": 2.67094463, + "Glucose_Level": 86.26841831, + "Potassium_Level": 4.700721628, + "Sodium_Level": 142.9745267, + "Smoking_Pack_Years": 55.95500621 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.42055296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.50799208, + "White_Blood_Cell_Count": 9.804501264, + "Platelet_Count": 194.9447535, + "Albumin_Level": 4.313215854, + "Alkaline_Phosphatase_Level": 115.7219452, + "Alanine_Aminotransferase_Level": 16.48619064, + "Aspartate_Aminotransferase_Level": 22.25862181, + "Creatinine_Level": 1.212098498, + "LDH_Level": 114.3021335, + "Calcium_Level": 9.000637931, + "Phosphorus_Level": 4.48441255, + "Glucose_Level": 111.2391166, + "Potassium_Level": 3.541363947, + "Sodium_Level": 142.7598325, + "Smoking_Pack_Years": 65.93662943 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.85917975, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.84666455, + "White_Blood_Cell_Count": 7.36482339, + "Platelet_Count": 281.190311, + "Albumin_Level": 3.62019542, + "Alkaline_Phosphatase_Level": 59.96013969, + "Alanine_Aminotransferase_Level": 21.30202015, + "Aspartate_Aminotransferase_Level": 46.48591549, + "Creatinine_Level": 0.565185448, + "LDH_Level": 239.5346956, + "Calcium_Level": 9.404251943, + "Phosphorus_Level": 2.721604151, + "Glucose_Level": 109.1509709, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.16287994, + "White_Blood_Cell_Count": 5.392979721, + "Platelet_Count": 250.6744732, + "Albumin_Level": 3.985366112, + "Alkaline_Phosphatase_Level": 111.4138584, + "Alanine_Aminotransferase_Level": 27.19402848, + "Aspartate_Aminotransferase_Level": 30.64895581, + "Creatinine_Level": 1.045155214, + "LDH_Level": 239.9976956, + "Calcium_Level": 8.257098729, + "Phosphorus_Level": 4.165050498, + "Glucose_Level": 134.3112249, + "Potassium_Level": 3.914679092, + "Sodium_Level": 140.6497552, + "Smoking_Pack_Years": 72.70370501 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.92323353, + "Tumor_Location": 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"Glucose_Level": 149.0161249, + "Potassium_Level": 3.865462067, + "Sodium_Level": 140.4766313, + "Smoking_Pack_Years": 99.99228371 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.75059674, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.35585266, + "White_Blood_Cell_Count": 9.640686606, + "Platelet_Count": 172.194476, + "Albumin_Level": 4.955060564, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.86679567, + "White_Blood_Cell_Count": 7.574289353, + "Platelet_Count": 269.2780795, + "Albumin_Level": 3.999300177, + "Alkaline_Phosphatase_Level": 109.9208327, + "Alanine_Aminotransferase_Level": 12.66230754, + "Aspartate_Aminotransferase_Level": 39.14406661, + "Creatinine_Level": 0.717535276, + "LDH_Level": 220.4547662, + "Calcium_Level": 10.05784916, + "Phosphorus_Level": 3.833375467, + "Glucose_Level": 70.41177545, + "Potassium_Level": 4.486442982, + "Sodium_Level": 141.8685335, + "Smoking_Pack_Years": 47.48924826 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.60779814, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.37548229, + "White_Blood_Cell_Count": 5.30588269, + "Platelet_Count": 276.9652109, + "Albumin_Level": 3.960989687, + "Alkaline_Phosphatase_Level": 32.93510109, + "Alanine_Aminotransferase_Level": 15.72348688, + "Aspartate_Aminotransferase_Level": 29.45454091, + "Creatinine_Level": 1.37362043, + "LDH_Level": 185.5845186, + "Calcium_Level": 9.310456334, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.91500665, + "White_Blood_Cell_Count": 7.001004552, + "Platelet_Count": 247.5888663, + "Albumin_Level": 4.203504665, + "Alkaline_Phosphatase_Level": 54.15250937, + "Alanine_Aminotransferase_Level": 29.9002719, + "Aspartate_Aminotransferase_Level": 16.65869434, + "Creatinine_Level": 0.73785766, + "LDH_Level": 137.3818384, + "Calcium_Level": 8.980135219, + "Phosphorus_Level": 2.907984067, + "Glucose_Level": 115.4056524, + "Potassium_Level": 4.580851577, + "Sodium_Level": 144.9466177, + "Smoking_Pack_Years": 92.06310587 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.02066071, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.8639294, + "White_Blood_Cell_Count": 4.142021523, + "Platelet_Count": 439.1493306, + "Albumin_Level": 4.607354447, + "Alkaline_Phosphatase_Level": 112.0830009, + "Alanine_Aminotransferase_Level": 25.61668098, + "Aspartate_Aminotransferase_Level": 20.20936122, + "Creatinine_Level": 1.098855894, + "LDH_Level": 228.937584, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.0398288, + "White_Blood_Cell_Count": 9.621129984, + "Platelet_Count": 210.5575089, + "Albumin_Level": 3.604731844, + "Alkaline_Phosphatase_Level": 101.5752409, + "Alanine_Aminotransferase_Level": 30.09652046, + "Aspartate_Aminotransferase_Level": 32.30768894, + "Creatinine_Level": 1.090908102, + "LDH_Level": 238.8030904, + "Calcium_Level": 8.344458898, + "Phosphorus_Level": 4.834367842, + "Glucose_Level": 75.85703489, + "Potassium_Level": 4.873265075, + "Sodium_Level": 141.4111619, + "Smoking_Pack_Years": 86.5546865 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.78371964, + "White_Blood_Cell_Count": 6.261513568, + "Platelet_Count": 393.3414588, + "Albumin_Level": 3.752583316, + "Alkaline_Phosphatase_Level": 67.13544087, + "Alanine_Aminotransferase_Level": 34.44499088, + "Aspartate_Aminotransferase_Level": 21.26631188, + "Creatinine_Level": 1.193519884, + "LDH_Level": 212.8395068, + "Calcium_Level": 8.222730027, + "Phosphorus_Level": 4.851860856, + "Glucose_Level": 130.2272681, + "Potassium_Level": 4.983769295, + "Sodium_Level": 135.964116, + "Smoking_Pack_Years": 20.9427285 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.73255, + "White_Blood_Cell_Count": 6.143972953, + "Platelet_Count": 180.0466337, + "Albumin_Level": 4.419491794, + "Alkaline_Phosphatase_Level": 70.28259308, + "Alanine_Aminotransferase_Level": 16.74212027, + "Aspartate_Aminotransferase_Level": 40.16380936, + "Creatinine_Level": 1.357737193, + "LDH_Level": 121.7625779, + "Calcium_Level": 10.36409159, + "Phosphorus_Level": 4.307503681, + "Glucose_Level": 145.8657986, + "Potassium_Level": 4.202799665, + "Sodium_Level": 141.4273887, + "Smoking_Pack_Years": 38.71707329 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never 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"Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.5671593, + "White_Blood_Cell_Count": 4.220076655, + "Platelet_Count": 254.0615656, + "Albumin_Level": 4.536662299, + "Alkaline_Phosphatase_Level": 48.18769966, + "Alanine_Aminotransferase_Level": 25.24363055, + "Aspartate_Aminotransferase_Level": 49.13375603, + "Creatinine_Level": 0.989315808, + "LDH_Level": 196.7601966, + "Calcium_Level": 8.213083142, + "Phosphorus_Level": 2.718776675, + "Glucose_Level": 94.38364673, + "Potassium_Level": 4.329790727, + "Sodium_Level": 135.9520255, + "Smoking_Pack_Years": 46.87900876 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.67335177, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.48786921, + "White_Blood_Cell_Count": 6.411234992, + "Platelet_Count": 313.0549887, + "Albumin_Level": 3.624398432, + "Alkaline_Phosphatase_Level": 96.6070908, + "Alanine_Aminotransferase_Level": 14.05740859, + "Aspartate_Aminotransferase_Level": 26.79161609, + "Creatinine_Level": 0.586465197, + "LDH_Level": 204.3646846, + "Calcium_Level": 8.494996163, + "Phosphorus_Level": 2.910877628, + "Glucose_Level": 78.31433613, + "Potassium_Level": 4.50459347, + "Sodium_Level": 136.3969051, + "Smoking_Pack_Years": 3.148237538 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.54427664, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.10127634, + "White_Blood_Cell_Count": 8.820809793, + "Platelet_Count": 426.0131356, + "Albumin_Level": 3.366632121, + "Alkaline_Phosphatase_Level": 87.95753206, + "Alanine_Aminotransferase_Level": 27.55669525, + "Aspartate_Aminotransferase_Level": 29.96833071, + "Creatinine_Level": 1.422379646, + "LDH_Level": 139.1669449, + "Calcium_Level": 8.442833814, + "Phosphorus_Level": 4.17386008, + "Glucose_Level": 73.48933825, + "Potassium_Level": 3.932027524, + "Sodium_Level": 137.8513061, + "Smoking_Pack_Years": 17.5195838 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.70323314, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.26301359, + "White_Blood_Cell_Count": 4.36204216, + "Platelet_Count": 310.8011967, + "Albumin_Level": 3.425437528, + "Alkaline_Phosphatase_Level": 74.12127235, + "Alanine_Aminotransferase_Level": 14.4102383, + "Aspartate_Aminotransferase_Level": 30.86538755, + "Creatinine_Level": 1.116920108, + "LDH_Level": 233.3480459, + "Calcium_Level": 9.965805357, + "Phosphorus_Level": 4.965796217, + "Glucose_Level": 91.37856899, + "Potassium_Level": 4.882657435, + "Sodium_Level": 142.2382532, + "Smoking_Pack_Years": 65.72732651 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.80026599, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.711215, + "White_Blood_Cell_Count": 7.686033903, + "Platelet_Count": 215.4799434, + "Albumin_Level": 4.450200129, + "Alkaline_Phosphatase_Level": 96.03431444, + "Alanine_Aminotransferase_Level": 32.84211526, + "Aspartate_Aminotransferase_Level": 26.97879185, + "Creatinine_Level": 0.943001208, + "LDH_Level": 118.1484962, + "Calcium_Level": 8.365037006, + "Phosphorus_Level": 3.620705234, + "Glucose_Level": 129.8706933, + "Potassium_Level": 3.567381599, + "Sodium_Level": 142.8255566, + "Smoking_Pack_Years": 35.62118587 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.45841404, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.79447936, + "White_Blood_Cell_Count": 8.957349464, + "Platelet_Count": 248.0400733, + "Albumin_Level": 4.385252021, + "Alkaline_Phosphatase_Level": 36.2444299, + "Alanine_Aminotransferase_Level": 8.599462702, + "Aspartate_Aminotransferase_Level": 17.16125668, + "Creatinine_Level": 0.777879244, + "LDH_Level": 173.6931211, + "Calcium_Level": 10.1322273, + "Phosphorus_Level": 3.843603598, + "Glucose_Level": 128.9765298, + "Potassium_Level": 4.548227407, + "Sodium_Level": 137.6408887, + "Smoking_Pack_Years": 11.71444358 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.87020972, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.79525268, + "White_Blood_Cell_Count": 9.186348182, + "Platelet_Count": 410.3647382, + "Albumin_Level": 3.486181559, + "Alkaline_Phosphatase_Level": 36.48609422, + "Alanine_Aminotransferase_Level": 19.82819, + "Aspartate_Aminotransferase_Level": 26.15080797, + "Creatinine_Level": 1.49078484, + "LDH_Level": 153.9796572, + "Calcium_Level": 8.383640222, + "Phosphorus_Level": 4.005701655, + "Glucose_Level": 104.6387476, + "Potassium_Level": 3.639145417, + "Sodium_Level": 142.3078134, + "Smoking_Pack_Years": 83.61258053 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.88441856, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.03109901, + "White_Blood_Cell_Count": 9.248185773, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.78957669, + "White_Blood_Cell_Count": 9.793229344, + "Platelet_Count": 292.5861957, + "Albumin_Level": 4.141906329, + "Alkaline_Phosphatase_Level": 61.41308415, + "Alanine_Aminotransferase_Level": 37.87847619, + "Aspartate_Aminotransferase_Level": 32.88876635, + "Creatinine_Level": 0.72003078, + "LDH_Level": 160.7446166, + "Calcium_Level": 8.715004999, + "Phosphorus_Level": 3.69190568, + "Glucose_Level": 102.6142033, + "Potassium_Level": 3.935622089, + "Sodium_Level": 138.8873332, + "Smoking_Pack_Years": 94.83016151 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.81879567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.68942396, + "White_Blood_Cell_Count": 5.461806968, + "Platelet_Count": 198.2069071, + "Albumin_Level": 3.864276199, + "Alkaline_Phosphatase_Level": 85.53930834, + "Alanine_Aminotransferase_Level": 17.8960417, + "Aspartate_Aminotransferase_Level": 44.81377569, + "Creatinine_Level": 0.715339097, + "LDH_Level": 166.7875856, + "Calcium_Level": 8.977189529, + "Phosphorus_Level": 3.142667661, + "Glucose_Level": 129.0763293, + "Potassium_Level": 3.575849978, + "Sodium_Level": 144.5650782, + "Smoking_Pack_Years": 33.62003541 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.70219081, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.09064653, + "White_Blood_Cell_Count": 6.739566763, + "Platelet_Count": 216.9046869, + "Albumin_Level": 4.203046497, + "Alkaline_Phosphatase_Level": 115.0032874, + "Alanine_Aminotransferase_Level": 39.57374149, + "Aspartate_Aminotransferase_Level": 33.61626609, + "Creatinine_Level": 1.473573548, + "LDH_Level": 108.9362352, + "Calcium_Level": 9.676090188, + "Phosphorus_Level": 4.790518046, + "Glucose_Level": 111.7402201, + "Potassium_Level": 4.97533143, + "Sodium_Level": 136.2034885, + "Smoking_Pack_Years": 71.21023376 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.28665367, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.45442672, + "White_Blood_Cell_Count": 3.940555088, + "Platelet_Count": 414.1333281, + "Albumin_Level": 4.260000703, + "Alkaline_Phosphatase_Level": 117.3130698, + "Alanine_Aminotransferase_Level": 25.25393168, + "Aspartate_Aminotransferase_Level": 33.05999135, + "Creatinine_Level": 1.300141621, + "LDH_Level": 122.455148, + "Calcium_Level": 8.381446161, + "Phosphorus_Level": 4.410614036, + "Glucose_Level": 111.7602646, + "Potassium_Level": 4.863420098, + "Sodium_Level": 142.6462624, + "Smoking_Pack_Years": 43.69563206 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.81695268, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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"Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.31873272, + "White_Blood_Cell_Count": 5.177281423, + "Platelet_Count": 428.1058619, + "Albumin_Level": 4.471038681, + "Alkaline_Phosphatase_Level": 30.09460522, + "Alanine_Aminotransferase_Level": 5.757277877, + "Aspartate_Aminotransferase_Level": 38.64745144, + "Creatinine_Level": 1.346752026, + "LDH_Level": 155.8753342, + "Calcium_Level": 9.993081996, + "Phosphorus_Level": 3.115398735, + "Glucose_Level": 73.03835872, + "Potassium_Level": 3.615575195, + "Sodium_Level": 139.0143764, + "Smoking_Pack_Years": 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23.81812461, + "Creatinine_Level": 0.59124822, + "LDH_Level": 207.3783189, + "Calcium_Level": 8.171868225, + "Phosphorus_Level": 4.579405402, + "Glucose_Level": 91.49875594, + "Potassium_Level": 3.790453084, + "Sodium_Level": 135.9409674, + "Smoking_Pack_Years": 55.81503498 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.78747883, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.77147517, + "White_Blood_Cell_Count": 6.21829471, + "Platelet_Count": 231.7899269, + "Albumin_Level": 3.87120881, + "Alkaline_Phosphatase_Level": 47.65700687, + "Alanine_Aminotransferase_Level": 27.88427372, + "Aspartate_Aminotransferase_Level": 26.28986857, + "Creatinine_Level": 1.097116495, + "LDH_Level": 225.7438785, + "Calcium_Level": 8.448167892, + "Phosphorus_Level": 2.631217559, + "Glucose_Level": 145.2345972, + "Potassium_Level": 4.946687809, + "Sodium_Level": 141.9272205, + "Smoking_Pack_Years": 54.79639309 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.69872867, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.08180043, + "White_Blood_Cell_Count": 8.112961112, + "Platelet_Count": 224.1362016, + "Albumin_Level": 3.904149923, + "Alkaline_Phosphatase_Level": 73.6259586, + "Alanine_Aminotransferase_Level": 37.78381058, + "Aspartate_Aminotransferase_Level": 26.16145129, + "Creatinine_Level": 0.881441988, + "LDH_Level": 211.6369857, + "Calcium_Level": 8.873089372, + "Phosphorus_Level": 4.53195647, + "Glucose_Level": 149.3285453, + "Potassium_Level": 3.763631331, + "Sodium_Level": 143.895385, + "Smoking_Pack_Years": 63.9752956 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.83842368, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.89590891, + "White_Blood_Cell_Count": 4.993726113, + "Platelet_Count": 392.7708428, + "Albumin_Level": 3.77756367, + "Alkaline_Phosphatase_Level": 47.18728324, + "Alanine_Aminotransferase_Level": 10.6874758, + "Aspartate_Aminotransferase_Level": 31.15002217, + "Creatinine_Level": 1.313033919, + "LDH_Level": 211.5229209, + "Calcium_Level": 8.754934067, + "Phosphorus_Level": 3.679725964, + "Glucose_Level": 75.84017038, + "Potassium_Level": 4.49069512, + "Sodium_Level": 140.4333883, + "Smoking_Pack_Years": 52.11427933 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.98662284, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 91, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.58009991, + "White_Blood_Cell_Count": 4.609503713, + "Platelet_Count": 232.0029411, + "Albumin_Level": 3.897795821, + "Alkaline_Phosphatase_Level": 114.8799775, + "Alanine_Aminotransferase_Level": 20.89721027, + "Aspartate_Aminotransferase_Level": 23.21291719, + "Creatinine_Level": 1.34862468, + "LDH_Level": 102.2313898, + "Calcium_Level": 9.238037395, + "Phosphorus_Level": 2.633852418, + "Glucose_Level": 95.71958175, + "Potassium_Level": 3.998028771, + "Sodium_Level": 137.1548799, + "Smoking_Pack_Years": 2.072970208 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.30290452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", 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4.959939139, + "Sodium_Level": 138.7127934, + "Smoking_Pack_Years": 52.48138494 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.6937173, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.40151833, + "White_Blood_Cell_Count": 8.398864602, + "Platelet_Count": 233.1464021, + "Albumin_Level": 4.876440733, + "Alkaline_Phosphatase_Level": 54.90136131, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.28258015, + "White_Blood_Cell_Count": 4.724698661, + "Platelet_Count": 445.1739706, + "Albumin_Level": 4.847898125, + "Alkaline_Phosphatase_Level": 90.88855237, + "Alanine_Aminotransferase_Level": 27.94392077, + "Aspartate_Aminotransferase_Level": 45.09695267, + "Creatinine_Level": 0.859537501, + "LDH_Level": 228.529455, + "Calcium_Level": 9.178043754, + "Phosphorus_Level": 4.361042677, + "Glucose_Level": 92.07646771, + "Potassium_Level": 4.932515054, + "Sodium_Level": 140.5026583, + "Smoking_Pack_Years": 55.95707473 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.61713995, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.98917963, + "White_Blood_Cell_Count": 9.00734181, + "Platelet_Count": 319.3535152, + "Albumin_Level": 4.672287751, + "Alkaline_Phosphatase_Level": 52.79852232, + "Alanine_Aminotransferase_Level": 15.58469919, + "Aspartate_Aminotransferase_Level": 47.08330684, + "Creatinine_Level": 0.706646713, + "LDH_Level": 194.6415436, + "Calcium_Level": 9.285614793, + "Phosphorus_Level": 2.661005336, + "Glucose_Level": 142.5020702, + "Potassium_Level": 3.758193472, + "Sodium_Level": 135.8217083, + "Smoking_Pack_Years": 54.68360258 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.60220184, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.52359773, + "White_Blood_Cell_Count": 4.853558074, + "Platelet_Count": 163.7821856, + "Albumin_Level": 4.225190091, + "Alkaline_Phosphatase_Level": 118.7804763, + "Alanine_Aminotransferase_Level": 10.69499802, + "Aspartate_Aminotransferase_Level": 40.74317432, + "Creatinine_Level": 0.952898412, + "LDH_Level": 177.7268521, + "Calcium_Level": 8.88701724, + "Phosphorus_Level": 2.876184683, + "Glucose_Level": 109.982626, + "Potassium_Level": 3.924172287, + "Sodium_Level": 140.0274262, + "Smoking_Pack_Years": 68.90641826 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.75981129, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.58160233, + "White_Blood_Cell_Count": 6.640633664, + "Platelet_Count": 164.2382446, + "Albumin_Level": 3.528412416, + "Alkaline_Phosphatase_Level": 51.20010205, + "Alanine_Aminotransferase_Level": 10.66646928, + "Aspartate_Aminotransferase_Level": 45.35430296, + "Creatinine_Level": 0.884970498, + "LDH_Level": 180.577013, + "Calcium_Level": 9.152034527, + "Phosphorus_Level": 4.407673232, + "Glucose_Level": 109.9560003, + "Potassium_Level": 3.813005276, + "Sodium_Level": 144.5436002, + "Smoking_Pack_Years": 98.98500702 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.72784576, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.01489516, + "White_Blood_Cell_Count": 4.189138882, + "Platelet_Count": 372.2072147, + "Albumin_Level": 3.711829892, + "Alkaline_Phosphatase_Level": 88.85814644, + "Alanine_Aminotransferase_Level": 23.56562617, + "Aspartate_Aminotransferase_Level": 30.86909746, + "Creatinine_Level": 0.949842779, + "LDH_Level": 217.4331374, + "Calcium_Level": 9.657773517, + "Phosphorus_Level": 4.139301895, + "Glucose_Level": 142.9114827, + "Potassium_Level": 3.843453797, + "Sodium_Level": 135.9983943, + "Smoking_Pack_Years": 4.012811324 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.29191742, + "Tumor_Location": 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"Glucose_Level": 142.8169411, + "Potassium_Level": 4.951294834, + "Sodium_Level": 142.1628641, + "Smoking_Pack_Years": 45.82992648 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.78637131, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.1591984, + "White_Blood_Cell_Count": 5.867833428, + "Platelet_Count": 194.451028, + "Albumin_Level": 3.19408289, + "Alkaline_Phosphatase_Level": 48.77677284, + "Alanine_Aminotransferase_Level": 26.80656096, + "Aspartate_Aminotransferase_Level": 22.42030276, + "Creatinine_Level": 0.977598144, + "LDH_Level": 110.5659824, + "Calcium_Level": 8.121317328, + "Phosphorus_Level": 3.550078577, + "Glucose_Level": 125.985874, + "Potassium_Level": 3.799927657, + "Sodium_Level": 140.0721602, + "Smoking_Pack_Years": 66.82577102 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.37683606, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.09088598, + "White_Blood_Cell_Count": 5.347391886, + "Platelet_Count": 398.0678408, + "Albumin_Level": 3.942656415, + "Alkaline_Phosphatase_Level": 100.5819834, + "Alanine_Aminotransferase_Level": 22.74642947, + "Aspartate_Aminotransferase_Level": 17.20501558, + "Creatinine_Level": 0.894737379, + "LDH_Level": 133.9974486, + "Calcium_Level": 8.206717447, + "Phosphorus_Level": 4.419850296, + "Glucose_Level": 100.2585915, + "Potassium_Level": 3.516437508, + "Sodium_Level": 138.2969451, + "Smoking_Pack_Years": 88.74723694 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.41416482, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.56456723, + "White_Blood_Cell_Count": 5.500262323, + "Platelet_Count": 179.8264837, + "Albumin_Level": 3.402882839, + "Alkaline_Phosphatase_Level": 52.70862375, + "Alanine_Aminotransferase_Level": 10.43225233, + "Aspartate_Aminotransferase_Level": 11.85172879, + "Creatinine_Level": 0.950676707, + "LDH_Level": 202.9533284, + "Calcium_Level": 8.156238115, + "Phosphorus_Level": 3.967573552, + "Glucose_Level": 120.307531, + "Potassium_Level": 3.959145603, + "Sodium_Level": 142.9578225, + "Smoking_Pack_Years": 96.72390035 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.00327109, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.61948234, + "White_Blood_Cell_Count": 7.128843955, + "Platelet_Count": 317.1151351, + "Albumin_Level": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.33000653, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.10509876, + "White_Blood_Cell_Count": 4.886119218, + "Platelet_Count": 196.1289581, + "Albumin_Level": 3.677810387, + "Alkaline_Phosphatase_Level": 55.82836922, + "Alanine_Aminotransferase_Level": 36.09288544, + "Aspartate_Aminotransferase_Level": 33.02915632, + "Creatinine_Level": 1.133996449, + "LDH_Level": 197.895233, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.48414119, + "White_Blood_Cell_Count": 3.719576939, + "Platelet_Count": 406.4332584, + "Albumin_Level": 4.012373314, + "Alkaline_Phosphatase_Level": 107.2337123, + "Alanine_Aminotransferase_Level": 14.69429209, + "Aspartate_Aminotransferase_Level": 30.01220137, + "Creatinine_Level": 0.627608596, + "LDH_Level": 100.0784924, + "Calcium_Level": 10.11508466, + "Phosphorus_Level": 4.997705155, + "Glucose_Level": 126.0570526, + "Potassium_Level": 3.582094431, + "Sodium_Level": 138.3751955, + "Smoking_Pack_Years": 53.00223625 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.24789832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.46261996, + "White_Blood_Cell_Count": 6.926060653, + "Platelet_Count": 428.533288, + "Albumin_Level": 3.224589842, + "Alkaline_Phosphatase_Level": 115.5080731, + "Alanine_Aminotransferase_Level": 35.19629774, + "Aspartate_Aminotransferase_Level": 14.83122542, + "Creatinine_Level": 0.524754968, + "LDH_Level": 147.956224, + "Calcium_Level": 8.174242621, + "Phosphorus_Level": 3.316250105, + "Glucose_Level": 110.0829705, + "Potassium_Level": 4.078922406, + "Sodium_Level": 144.0450312, + "Smoking_Pack_Years": 91.49443608 + }, + { + "Age": 30, + "Gender": "Male", + 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136.0738479, + "Calcium_Level": 9.947040553, + "Phosphorus_Level": 3.324013653, + "Glucose_Level": 128.4737082, + "Potassium_Level": 3.881374174, + "Sodium_Level": 143.0398655, + "Smoking_Pack_Years": 4.083237101 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.64427584, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.06075994, + "White_Blood_Cell_Count": 4.38411049, + 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113.1583917, + "Calcium_Level": 9.79727766, + "Phosphorus_Level": 3.828415885, + "Glucose_Level": 84.77147284, + "Potassium_Level": 4.731552336, + "Sodium_Level": 144.0274132, + "Smoking_Pack_Years": 85.57801837 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.1013945, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.71135342, + "White_Blood_Cell_Count": 7.924646646, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.38484413, + "White_Blood_Cell_Count": 6.873321525, + "Platelet_Count": 196.4293222, + "Albumin_Level": 3.349342034, + "Alkaline_Phosphatase_Level": 97.09541357, + "Alanine_Aminotransferase_Level": 25.33169848, + "Aspartate_Aminotransferase_Level": 45.18945355, + "Creatinine_Level": 0.832675915, + "LDH_Level": 164.4558581, + "Calcium_Level": 9.057156784, + "Phosphorus_Level": 4.309088758, + "Glucose_Level": 80.6811256, + "Potassium_Level": 4.883965413, + "Sodium_Level": 142.5242583, + "Smoking_Pack_Years": 66.59336808 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.31220723, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.27943376, + "White_Blood_Cell_Count": 5.421182299, + "Platelet_Count": 348.7269404, + "Albumin_Level": 4.475156888, + "Alkaline_Phosphatase_Level": 108.5461606, + "Alanine_Aminotransferase_Level": 22.92915006, + "Aspartate_Aminotransferase_Level": 27.63131033, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.46145611, + "White_Blood_Cell_Count": 9.520008089, + "Platelet_Count": 352.0891338, + "Albumin_Level": 4.784256989, + "Alkaline_Phosphatase_Level": 30.54002253, + "Alanine_Aminotransferase_Level": 38.53751413, + "Aspartate_Aminotransferase_Level": 11.09718872, + "Creatinine_Level": 1.297783327, + "LDH_Level": 246.7531859, + "Calcium_Level": 9.959429974, + "Phosphorus_Level": 4.041372552, + "Glucose_Level": 111.8437728, + "Potassium_Level": 4.283055868, + "Sodium_Level": 136.7040204, + "Smoking_Pack_Years": 7.974469567 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.73626642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.21672145, + "White_Blood_Cell_Count": 7.018251721, + "Platelet_Count": 279.705643, + "Albumin_Level": 3.661193505, + "Alkaline_Phosphatase_Level": 117.1060765, + "Alanine_Aminotransferase_Level": 39.82583896, + "Aspartate_Aminotransferase_Level": 20.2471213, + "Creatinine_Level": 0.785128671, + "LDH_Level": 204.3109062, + "Calcium_Level": 9.767024938, + "Phosphorus_Level": 4.411065187, + "Glucose_Level": 103.8893779, + "Potassium_Level": 4.32143054, + "Sodium_Level": 139.5544508, 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"Aspartate_Aminotransferase_Level": 42.52528403, + "Creatinine_Level": 0.81992324, + "LDH_Level": 213.2997686, + "Calcium_Level": 8.283244433, + "Phosphorus_Level": 4.269861397, + "Glucose_Level": 83.62143915, + "Potassium_Level": 4.908931706, + "Sodium_Level": 142.0968713, + "Smoking_Pack_Years": 2.363592338 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.13616093, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.73201049, + "White_Blood_Cell_Count": 6.919411464, + "Platelet_Count": 256.667855, + "Albumin_Level": 4.94692521, + "Alkaline_Phosphatase_Level": 36.60352438, + "Alanine_Aminotransferase_Level": 5.954451459, + "Aspartate_Aminotransferase_Level": 35.29581628, + "Creatinine_Level": 0.550684142, + "LDH_Level": 144.1074368, + "Calcium_Level": 9.720666865, + "Phosphorus_Level": 4.929489757, + "Glucose_Level": 111.9387, + "Potassium_Level": 4.823543637, + "Sodium_Level": 136.0816898, + "Smoking_Pack_Years": 61.80012091 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.46942438, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.65541668, + "White_Blood_Cell_Count": 5.834110426, + "Platelet_Count": 406.3791638, + "Albumin_Level": 3.836315595, + "Alkaline_Phosphatase_Level": 52.46932935, + "Alanine_Aminotransferase_Level": 38.86380952, + "Aspartate_Aminotransferase_Level": 30.09040496, + "Creatinine_Level": 0.625456499, + "LDH_Level": 158.7856207, + "Calcium_Level": 8.708757115, + "Phosphorus_Level": 4.939509363, + "Glucose_Level": 73.96533967, + "Potassium_Level": 3.569063937, + "Sodium_Level": 135.25871, + "Smoking_Pack_Years": 67.6589108 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.74273263, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.65568203, + "White_Blood_Cell_Count": 8.48820389, + "Platelet_Count": 205.249495, + "Albumin_Level": 4.971258641, + "Alkaline_Phosphatase_Level": 98.85039493, + "Alanine_Aminotransferase_Level": 16.68583589, + "Aspartate_Aminotransferase_Level": 49.42107776, + "Creatinine_Level": 0.648880068, + "LDH_Level": 113.8336138, + "Calcium_Level": 9.177905858, + "Phosphorus_Level": 4.520022826, + "Glucose_Level": 139.3970889, + "Potassium_Level": 4.391566817, + "Sodium_Level": 138.7538695, + "Smoking_Pack_Years": 62.92781775 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.91833673, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.7830438, + "White_Blood_Cell_Count": 4.795465785, + "Platelet_Count": 438.6387503, + "Albumin_Level": 3.34443427, + "Alkaline_Phosphatase_Level": 105.2511016, + "Alanine_Aminotransferase_Level": 18.59668787, + "Aspartate_Aminotransferase_Level": 33.6539055, + "Creatinine_Level": 0.671672914, + "LDH_Level": 246.0558933, + "Calcium_Level": 8.231591226, + "Phosphorus_Level": 4.11281225, + "Glucose_Level": 124.0222936, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.69124113, + "White_Blood_Cell_Count": 7.058254846, + "Platelet_Count": 431.6483685, + "Albumin_Level": 3.126870066, + "Alkaline_Phosphatase_Level": 78.45729599, + "Alanine_Aminotransferase_Level": 37.17730513, + "Aspartate_Aminotransferase_Level": 39.10984098, + "Creatinine_Level": 1.276111588, + "LDH_Level": 219.0766297, + "Calcium_Level": 8.248377421, + "Phosphorus_Level": 4.527743017, + "Glucose_Level": 102.8279257, + "Potassium_Level": 4.640031246, + "Sodium_Level": 141.3910524, + "Smoking_Pack_Years": 65.29493868 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.57282526, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.65863737, + "White_Blood_Cell_Count": 9.782395318, + "Platelet_Count": 290.028936, + "Albumin_Level": 4.983308163, + "Alkaline_Phosphatase_Level": 97.6900522, + "Alanine_Aminotransferase_Level": 8.497998573, + "Aspartate_Aminotransferase_Level": 30.83698032, + "Creatinine_Level": 1.016521564, + "LDH_Level": 196.2855965, + "Calcium_Level": 9.81832032, + "Phosphorus_Level": 2.800025123, + "Glucose_Level": 118.0950906, + "Potassium_Level": 3.557705501, + "Sodium_Level": 140.8430002, + "Smoking_Pack_Years": 83.5341488 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.54330624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.36260506, + "White_Blood_Cell_Count": 6.328219147, + "Platelet_Count": 353.8294893, + "Albumin_Level": 4.645664534, + "Alkaline_Phosphatase_Level": 56.34316867, + "Alanine_Aminotransferase_Level": 16.08279036, + "Aspartate_Aminotransferase_Level": 41.68032577, + "Creatinine_Level": 1.181403944, + "LDH_Level": 163.4062585, + "Calcium_Level": 9.063234954, + "Phosphorus_Level": 3.279358392, + "Glucose_Level": 101.906754, + "Potassium_Level": 4.020436976, + "Sodium_Level": 141.8592323, + "Smoking_Pack_Years": 25.79070596 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.76934757, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, 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"No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.55982355, + "White_Blood_Cell_Count": 6.661715766, + "Platelet_Count": 409.5527237, + "Albumin_Level": 4.728575395, + "Alkaline_Phosphatase_Level": 79.59314734, + "Alanine_Aminotransferase_Level": 16.65201293, + "Aspartate_Aminotransferase_Level": 31.00621436, + "Creatinine_Level": 1.256147508, + "LDH_Level": 117.6595674, + "Calcium_Level": 10.06329071, + "Phosphorus_Level": 4.377297009, + "Glucose_Level": 124.3675095, + "Potassium_Level": 4.21932781, + "Sodium_Level": 136.594547, + "Smoking_Pack_Years": 51.81201097 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.58837414, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.55286697, + "White_Blood_Cell_Count": 6.217778642, + "Platelet_Count": 253.4882214, + "Albumin_Level": 4.90480609, + "Alkaline_Phosphatase_Level": 30.53646868, + "Alanine_Aminotransferase_Level": 31.15909321, + "Aspartate_Aminotransferase_Level": 48.01870392, + "Creatinine_Level": 0.687486584, + "LDH_Level": 219.2176695, + "Calcium_Level": 8.210643233, + "Phosphorus_Level": 3.510266261, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.00077169, + "White_Blood_Cell_Count": 9.834774482, + "Platelet_Count": 172.0457646, + "Albumin_Level": 4.950425544, + "Alkaline_Phosphatase_Level": 118.4239827, + "Alanine_Aminotransferase_Level": 18.69277401, + "Aspartate_Aminotransferase_Level": 11.96756085, + "Creatinine_Level": 0.931131987, + "LDH_Level": 129.3005883, + "Calcium_Level": 10.33685471, + "Phosphorus_Level": 3.783575074, + "Glucose_Level": 111.2042377, + "Potassium_Level": 3.857558438, + "Sodium_Level": 137.112542, + "Smoking_Pack_Years": 25.12640128 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.95306312, + "White_Blood_Cell_Count": 8.985014472, + "Platelet_Count": 411.2548713, + "Albumin_Level": 3.164947569, + "Alkaline_Phosphatase_Level": 99.69312696, + "Alanine_Aminotransferase_Level": 29.44304432, + "Aspartate_Aminotransferase_Level": 28.10553003, + "Creatinine_Level": 0.522111308, + "LDH_Level": 225.5617507, + "Calcium_Level": 9.956627406, + "Phosphorus_Level": 3.576104189, + "Glucose_Level": 108.8192473, + "Potassium_Level": 4.121146293, + "Sodium_Level": 136.4724716, + "Smoking_Pack_Years": 12.51682743 + }, + { + "Age": 73, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.78531082, + "White_Blood_Cell_Count": 8.888631007, + "Platelet_Count": 419.9603244, + "Albumin_Level": 3.044415588, + "Alkaline_Phosphatase_Level": 61.00875283, + "Alanine_Aminotransferase_Level": 16.39576116, + "Aspartate_Aminotransferase_Level": 46.65082234, + "Creatinine_Level": 0.67042665, + "LDH_Level": 166.7667465, + "Calcium_Level": 9.29759354, + "Phosphorus_Level": 4.221171398, + "Glucose_Level": 70.90340932, + "Potassium_Level": 4.179969883, + "Sodium_Level": 135.3244621, + "Smoking_Pack_Years": 31.03066025 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.01503652, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.58113352, + "White_Blood_Cell_Count": 7.207199656, + "Platelet_Count": 186.2843158, + "Albumin_Level": 4.719457808, + "Alkaline_Phosphatase_Level": 108.0874869, + "Alanine_Aminotransferase_Level": 6.144294107, + "Aspartate_Aminotransferase_Level": 28.9800085, + "Creatinine_Level": 1.18906012, + "LDH_Level": 195.9221031, + "Calcium_Level": 8.735738718, + "Phosphorus_Level": 3.440494678, + "Glucose_Level": 122.8965557, + "Potassium_Level": 3.937880473, + "Sodium_Level": 139.1785111, + "Smoking_Pack_Years": 7.287490866 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.78439358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.50155731, + "White_Blood_Cell_Count": 5.907053538, + "Platelet_Count": 423.3941493, + "Albumin_Level": 4.291371135, + "Alkaline_Phosphatase_Level": 118.6596823, + "Alanine_Aminotransferase_Level": 12.26348077, + "Aspartate_Aminotransferase_Level": 30.70218093, + "Creatinine_Level": 1.238220137, + "LDH_Level": 188.858064, + "Calcium_Level": 9.349157157, + "Phosphorus_Level": 3.926527051, + "Glucose_Level": 94.5815782, + "Potassium_Level": 4.332562006, + "Sodium_Level": 138.8246542, + "Smoking_Pack_Years": 39.99580411 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.10168578, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.16023259, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.70989767, + "White_Blood_Cell_Count": 3.692060398, + "Platelet_Count": 380.1594795, + "Albumin_Level": 4.524673232, + "Alkaline_Phosphatase_Level": 37.49334839, + "Alanine_Aminotransferase_Level": 10.66874962, + "Aspartate_Aminotransferase_Level": 31.48172227, + "Creatinine_Level": 0.787655111, + "LDH_Level": 209.7234185, + "Calcium_Level": 8.396813777, + "Phosphorus_Level": 4.620812325, + "Glucose_Level": 125.8039487, + "Potassium_Level": 3.830813969, + "Sodium_Level": 139.4444392, + "Smoking_Pack_Years": 40.31038772 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.8375378, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.30386368, + "White_Blood_Cell_Count": 5.908374919, + "Platelet_Count": 234.000045, + "Albumin_Level": 3.055024712, + "Alkaline_Phosphatase_Level": 99.07456253, + "Alanine_Aminotransferase_Level": 23.49521303, + "Aspartate_Aminotransferase_Level": 24.83627722, + "Creatinine_Level": 0.665437061, + "LDH_Level": 107.8182762, + "Calcium_Level": 10.39481027, + "Phosphorus_Level": 4.98975038, + "Glucose_Level": 149.4293331, + "Potassium_Level": 4.564713047, + "Sodium_Level": 139.1741554, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.67413839, + "White_Blood_Cell_Count": 8.123119424, + "Platelet_Count": 259.161486, + "Albumin_Level": 3.335902152, + "Alkaline_Phosphatase_Level": 57.47087064, + "Alanine_Aminotransferase_Level": 14.74343879, + "Aspartate_Aminotransferase_Level": 39.0122997, + "Creatinine_Level": 0.902926081, + "LDH_Level": 237.3223934, + "Calcium_Level": 9.996488339, + "Phosphorus_Level": 3.214541118, + "Glucose_Level": 83.27705366, + "Potassium_Level": 4.078605817, + "Sodium_Level": 143.5456396, + "Smoking_Pack_Years": 9.450904615 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.40485788, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 59.8514994 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.72302269, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.26499805, + "White_Blood_Cell_Count": 8.628027808, + "Platelet_Count": 230.6353674, + "Albumin_Level": 4.814625115, + "Alkaline_Phosphatase_Level": 107.4112071, + "Alanine_Aminotransferase_Level": 22.38991913, + "Aspartate_Aminotransferase_Level": 32.02230548, + "Creatinine_Level": 0.591065948, + "LDH_Level": 141.0437589, + "Calcium_Level": 8.367321592, + "Phosphorus_Level": 3.575101339, + "Glucose_Level": 73.1786978, + "Potassium_Level": 4.257281523, + "Sodium_Level": 138.5991314, + "Smoking_Pack_Years": 60.99413069 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.14245842, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.23683648, + "White_Blood_Cell_Count": 5.083001244, + "Platelet_Count": 289.2480304, + "Albumin_Level": 4.595634492, + "Alkaline_Phosphatase_Level": 51.06415882, + "Alanine_Aminotransferase_Level": 25.1308974, + "Aspartate_Aminotransferase_Level": 13.92559526, + "Creatinine_Level": 1.04164219, + "LDH_Level": 132.6123386, + "Calcium_Level": 8.518732845, + "Phosphorus_Level": 3.246682268, + "Glucose_Level": 122.9955084, + "Potassium_Level": 3.941469786, + "Sodium_Level": 137.5612318, + "Smoking_Pack_Years": 69.32567313 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.35404034, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.31215108, + "White_Blood_Cell_Count": 7.542026291, + "Platelet_Count": 445.5601177, + "Albumin_Level": 3.684961092, + "Alkaline_Phosphatase_Level": 79.64473614, + "Alanine_Aminotransferase_Level": 6.640943275, + "Aspartate_Aminotransferase_Level": 10.88508118, + "Creatinine_Level": 0.704231016, + "LDH_Level": 195.006179, + "Calcium_Level": 8.012922132, + "Phosphorus_Level": 4.153604214, + "Glucose_Level": 106.7635054, + "Potassium_Level": 4.540183312, + "Sodium_Level": 142.5999424, + "Smoking_Pack_Years": 79.50553261 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.98151927, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.84458655, + "White_Blood_Cell_Count": 4.717979075, + "Platelet_Count": 433.3868256, + "Albumin_Level": 3.345417988, + "Alkaline_Phosphatase_Level": 91.78366715, + "Alanine_Aminotransferase_Level": 32.97058894, + "Aspartate_Aminotransferase_Level": 11.92299576, + "Creatinine_Level": 0.573683474, + "LDH_Level": 191.180076, + "Calcium_Level": 8.94457061, + "Phosphorus_Level": 4.81287524, + "Glucose_Level": 76.39608696, + "Potassium_Level": 3.736264552, + "Sodium_Level": 136.2987362, + "Smoking_Pack_Years": 13.87773042 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.28661828, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.3298335, + "White_Blood_Cell_Count": 8.703470086, + "Platelet_Count": 162.5464129, + "Albumin_Level": 3.765678236, + "Alkaline_Phosphatase_Level": 57.68309224, + "Alanine_Aminotransferase_Level": 32.2305404, + "Aspartate_Aminotransferase_Level": 47.00289271, + "Creatinine_Level": 1.348593057, + "LDH_Level": 221.7706243, + "Calcium_Level": 9.516354939, + "Phosphorus_Level": 4.757141951, + "Glucose_Level": 129.8751929, + "Potassium_Level": 4.941987161, 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"Aspartate_Aminotransferase_Level": 32.45168663, + "Creatinine_Level": 0.595277515, + "LDH_Level": 127.9623658, + "Calcium_Level": 9.884035845, + "Phosphorus_Level": 3.52484902, + "Glucose_Level": 109.2951079, + "Potassium_Level": 4.182190907, + "Sodium_Level": 137.0535441, + "Smoking_Pack_Years": 78.52927239 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.0690928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.0911026, + "White_Blood_Cell_Count": 5.986920494, + "Platelet_Count": 292.1483886, + "Albumin_Level": 4.367676685, + "Alkaline_Phosphatase_Level": 91.14853922, + "Alanine_Aminotransferase_Level": 30.48893128, + "Aspartate_Aminotransferase_Level": 19.56994594, + "Creatinine_Level": 1.156749017, + "LDH_Level": 106.2766498, + "Calcium_Level": 10.37805438, + "Phosphorus_Level": 4.891410419, + "Glucose_Level": 95.89855432, + "Potassium_Level": 4.428997455, + "Sodium_Level": 139.6760479, + "Smoking_Pack_Years": 23.07662253 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.11455985, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.95721998, + "White_Blood_Cell_Count": 6.177254195, + "Platelet_Count": 424.3093662, + "Albumin_Level": 4.395213198, + "Alkaline_Phosphatase_Level": 115.4523246, + "Alanine_Aminotransferase_Level": 16.51965156, + "Aspartate_Aminotransferase_Level": 36.03857162, + "Creatinine_Level": 1.187210986, + "LDH_Level": 176.4952554, + "Calcium_Level": 8.299994765, + "Phosphorus_Level": 4.534965247, + "Glucose_Level": 130.8262455, + "Potassium_Level": 4.555836265, + "Sodium_Level": 144.1589355, + "Smoking_Pack_Years": 94.53731966 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.69756471, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.31523154, + "White_Blood_Cell_Count": 7.847979358, + "Platelet_Count": 433.4628286, + "Albumin_Level": 4.810006971, + "Alkaline_Phosphatase_Level": 65.51923388, + "Alanine_Aminotransferase_Level": 14.90671871, + "Aspartate_Aminotransferase_Level": 12.69601553, + "Creatinine_Level": 1.334267929, + "LDH_Level": 235.2546095, + "Calcium_Level": 8.11817447, + "Phosphorus_Level": 3.690698856, + "Glucose_Level": 106.0597232, + "Potassium_Level": 3.901029461, + "Sodium_Level": 143.6712774, + "Smoking_Pack_Years": 72.25294335 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.46211912, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.13790614, + "White_Blood_Cell_Count": 6.59845827, + "Platelet_Count": 238.5951763, + "Albumin_Level": 3.232347906, + "Alkaline_Phosphatase_Level": 111.2341123, + "Alanine_Aminotransferase_Level": 5.508076, + "Aspartate_Aminotransferase_Level": 49.08719109, + "Creatinine_Level": 1.348144062, + "LDH_Level": 167.3362577, + "Calcium_Level": 8.473498281, + "Phosphorus_Level": 3.024345333, + "Glucose_Level": 74.04101023, + "Potassium_Level": 3.973033885, + "Sodium_Level": 137.7227448, + "Smoking_Pack_Years": 3.473425663 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.45713955, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.47097891, + "White_Blood_Cell_Count": 7.25087357, + "Platelet_Count": 438.0568364, + "Albumin_Level": 3.658535115, + "Alkaline_Phosphatase_Level": 42.74049368, + "Alanine_Aminotransferase_Level": 35.57087032, + "Aspartate_Aminotransferase_Level": 42.72881764, + "Creatinine_Level": 1.489856887, + "LDH_Level": 113.9195716, + "Calcium_Level": 9.144721896, + "Phosphorus_Level": 3.199404998, + "Glucose_Level": 112.7064052, + "Potassium_Level": 4.983926669, + "Sodium_Level": 135.7805954, + "Smoking_Pack_Years": 83.91441901 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.70224182, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.03600914, + "White_Blood_Cell_Count": 8.801357851, + "Platelet_Count": 433.5919802, + "Albumin_Level": 4.351425459, + "Alkaline_Phosphatase_Level": 85.23278542, + "Alanine_Aminotransferase_Level": 30.92055368, + "Aspartate_Aminotransferase_Level": 28.51498158, + "Creatinine_Level": 0.819614848, + "LDH_Level": 209.1211916, + "Calcium_Level": 8.970334126, + "Phosphorus_Level": 3.231474526, + "Glucose_Level": 123.8063775, + "Potassium_Level": 3.936914156, + "Sodium_Level": 142.0241248, + "Smoking_Pack_Years": 75.4717624 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.25254175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.04020138, + "White_Blood_Cell_Count": 6.045293566, + "Platelet_Count": 214.4579915, + "Albumin_Level": 4.736776469, + "Alkaline_Phosphatase_Level": 85.83055371, + "Alanine_Aminotransferase_Level": 28.01983674, + "Aspartate_Aminotransferase_Level": 27.64694705, + "Creatinine_Level": 1.405724362, + "LDH_Level": 248.9591114, + "Calcium_Level": 8.77061651, + "Phosphorus_Level": 2.875080924, + "Glucose_Level": 87.63156371, + "Potassium_Level": 3.955435602, 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"Aspartate_Aminotransferase_Level": 23.95430193, + "Creatinine_Level": 1.262657282, + "LDH_Level": 149.4656278, + "Calcium_Level": 9.339300988, + "Phosphorus_Level": 4.40560809, + "Glucose_Level": 130.5875157, + "Potassium_Level": 3.918609908, + "Sodium_Level": 143.312839, + "Smoking_Pack_Years": 63.20414065 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.67978052, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.88947469, + "White_Blood_Cell_Count": 6.958866371, + "Platelet_Count": 280.9540341, + "Albumin_Level": 4.662495129, + "Alkaline_Phosphatase_Level": 116.4469892, + "Alanine_Aminotransferase_Level": 9.669670634, + "Aspartate_Aminotransferase_Level": 43.17201479, + "Creatinine_Level": 1.464035547, + "LDH_Level": 129.7891918, + "Calcium_Level": 9.618878293, + "Phosphorus_Level": 2.878976938, + "Glucose_Level": 127.6012972, + "Potassium_Level": 3.950426562, + "Sodium_Level": 140.3617991, + "Smoking_Pack_Years": 82.73503116 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.33127125, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.90365136, + "White_Blood_Cell_Count": 8.16882201, + "Platelet_Count": 360.9864755, + "Albumin_Level": 4.978301892, + "Alkaline_Phosphatase_Level": 54.40054813, + "Alanine_Aminotransferase_Level": 31.99040177, + "Aspartate_Aminotransferase_Level": 14.72920606, + "Creatinine_Level": 0.680145652, + "LDH_Level": 196.8567208, + "Calcium_Level": 9.992414786, + "Phosphorus_Level": 2.833093921, + "Glucose_Level": 124.8222858, + "Potassium_Level": 4.941200875, + "Sodium_Level": 139.8244674, + "Smoking_Pack_Years": 63.24072584 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.52545763, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.68628974, + "White_Blood_Cell_Count": 8.496423295, + "Platelet_Count": 210.1470374, + "Albumin_Level": 4.854187251, + "Alkaline_Phosphatase_Level": 63.40795259, + "Alanine_Aminotransferase_Level": 38.45284646, + "Aspartate_Aminotransferase_Level": 38.60549395, + "Creatinine_Level": 1.273529556, + "LDH_Level": 189.5351863, + "Calcium_Level": 10.14449912, + "Phosphorus_Level": 3.171868411, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 6.10976461, + "Aspartate_Aminotransferase_Level": 16.12719235, + "Creatinine_Level": 0.519315198, + "LDH_Level": 200.0980729, + "Calcium_Level": 9.19108608, + "Phosphorus_Level": 3.158444601, + "Glucose_Level": 122.0799896, + "Potassium_Level": 4.99403122, + "Sodium_Level": 139.2514061, + "Smoking_Pack_Years": 81.17114646 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.1828526, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.98750718, + "White_Blood_Cell_Count": 8.33271973, + "Platelet_Count": 290.5473033, + "Albumin_Level": 3.676521563, + "Alkaline_Phosphatase_Level": 86.92127041, + "Alanine_Aminotransferase_Level": 19.04797011, + "Aspartate_Aminotransferase_Level": 26.32705521, + "Creatinine_Level": 1.242272507, + "LDH_Level": 159.0910979, + "Calcium_Level": 8.87066392, + "Phosphorus_Level": 4.652936966, + "Glucose_Level": 112.4689527, + "Potassium_Level": 4.239772226, + "Sodium_Level": 138.1000046, + "Smoking_Pack_Years": 59.81569901 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.7572763, + "Tumor_Location": "Upper 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141.4915758, + "Potassium_Level": 3.906439738, + "Sodium_Level": 136.7771427, + "Smoking_Pack_Years": 33.04953112 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.41043137, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.67863814, + "White_Blood_Cell_Count": 7.921189282, + "Platelet_Count": 227.9762187, + "Albumin_Level": 3.505853154, + "Alkaline_Phosphatase_Level": 85.59070073, + "Alanine_Aminotransferase_Level": 25.00683635, + "Aspartate_Aminotransferase_Level": 26.70996179, + "Creatinine_Level": 1.082273696, + "LDH_Level": 247.3459207, + "Calcium_Level": 8.300660206, + "Phosphorus_Level": 2.667299657, + "Glucose_Level": 80.1756552, + "Potassium_Level": 4.287642153, + "Sodium_Level": 139.0864006, + "Smoking_Pack_Years": 48.49484002 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.64921756, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.41617299, + "White_Blood_Cell_Count": 3.757849009, + "Platelet_Count": 297.2811101, + "Albumin_Level": 4.707831299, + "Alkaline_Phosphatase_Level": 119.6325677, + "Alanine_Aminotransferase_Level": 13.50907165, + "Aspartate_Aminotransferase_Level": 27.63195365, + "Creatinine_Level": 1.167134976, + "LDH_Level": 207.0095406, + "Calcium_Level": 8.804484508, + "Phosphorus_Level": 4.402679731, + "Glucose_Level": 116.3155209, + "Potassium_Level": 4.375352933, + "Sodium_Level": 138.6894485, + "Smoking_Pack_Years": 89.0206404 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.04871164, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.49619883, + "White_Blood_Cell_Count": 5.975150946, + "Platelet_Count": 272.4311425, + "Albumin_Level": 3.23522968, + "Alkaline_Phosphatase_Level": 99.19848971, + "Alanine_Aminotransferase_Level": 16.47431495, + "Aspartate_Aminotransferase_Level": 28.86314356, + "Creatinine_Level": 1.491377225, + "LDH_Level": 232.5988252, + "Calcium_Level": 9.520492724, + 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162.697079, + "Calcium_Level": 10.04948584, + "Phosphorus_Level": 4.439319257, + "Glucose_Level": 115.5497073, + "Potassium_Level": 4.274432728, + "Sodium_Level": 140.3977901, + "Smoking_Pack_Years": 24.48128874 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.85905755, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.10206981, + "White_Blood_Cell_Count": 4.393920185, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.6409199, + "White_Blood_Cell_Count": 9.008573473, + "Platelet_Count": 241.3521099, + "Albumin_Level": 3.442420935, + "Alkaline_Phosphatase_Level": 119.269512, + "Alanine_Aminotransferase_Level": 32.01722437, + "Aspartate_Aminotransferase_Level": 29.19332683, + "Creatinine_Level": 1.048860794, + "LDH_Level": 167.7093585, + "Calcium_Level": 9.269428351, + "Phosphorus_Level": 4.136544707, + "Glucose_Level": 129.7292017, + "Potassium_Level": 3.597649864, + "Sodium_Level": 137.690076, + "Smoking_Pack_Years": 75.7844215 + }, + { + "Age": 30, + "Gender": "Female", + 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157.1404338, + "Calcium_Level": 9.343199176, + "Phosphorus_Level": 3.453714503, + "Glucose_Level": 93.01027505, + "Potassium_Level": 3.851392099, + "Sodium_Level": 136.5864049, + "Smoking_Pack_Years": 24.52510857 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.86800549, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.73612509, + "White_Blood_Cell_Count": 5.731060645, + 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"No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.75852136, + "White_Blood_Cell_Count": 6.548398317, + "Platelet_Count": 299.8414541, + "Albumin_Level": 3.40897578, + "Alkaline_Phosphatase_Level": 30.57792823, + "Alanine_Aminotransferase_Level": 24.12392749, + "Aspartate_Aminotransferase_Level": 26.62169761, + "Creatinine_Level": 1.122355781, + "LDH_Level": 202.7994247, + "Calcium_Level": 9.299393184, + "Phosphorus_Level": 3.468510707, + "Glucose_Level": 149.2020182, + "Potassium_Level": 4.411285865, + "Sodium_Level": 137.6387549, + "Smoking_Pack_Years": 58.02298693 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.87488292, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.80209755, + "White_Blood_Cell_Count": 5.498373829, + "Platelet_Count": 417.3282979, + "Albumin_Level": 3.081315049, + "Alkaline_Phosphatase_Level": 37.85952099, + "Alanine_Aminotransferase_Level": 8.267920016, + "Aspartate_Aminotransferase_Level": 12.83904655, + "Creatinine_Level": 0.507622329, + "LDH_Level": 100.6113979, + "Calcium_Level": 9.657749823, + "Phosphorus_Level": 3.46913862, + "Glucose_Level": 75.33201296, + "Potassium_Level": 4.192265335, + "Sodium_Level": 141.202486, + "Smoking_Pack_Years": 63.83516815 + }, + { + "Age": 55, + "Gender": "Male", 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239.2552372, + "Calcium_Level": 9.387147116, + "Phosphorus_Level": 2.549891693, + "Glucose_Level": 78.56946803, + "Potassium_Level": 4.370710716, + "Sodium_Level": 139.8963814, + "Smoking_Pack_Years": 71.07027885 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.32612895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.41575786, + "White_Blood_Cell_Count": 8.18133185, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.32814089, + "White_Blood_Cell_Count": 9.849563021, + "Platelet_Count": 442.5769003, + "Albumin_Level": 4.038956864, + "Alkaline_Phosphatase_Level": 47.73493269, + "Alanine_Aminotransferase_Level": 5.417059658, + "Aspartate_Aminotransferase_Level": 45.94672256, + "Creatinine_Level": 0.734253448, + "LDH_Level": 139.4413485, + "Calcium_Level": 9.577447656, + "Phosphorus_Level": 3.090923627, + "Glucose_Level": 103.4616399, + "Potassium_Level": 4.291240539, + "Sodium_Level": 138.5205474, + "Smoking_Pack_Years": 99.81808276 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.49290074, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.18403721, + "White_Blood_Cell_Count": 7.620607963, + "Platelet_Count": 438.6405615, + "Albumin_Level": 3.213377749, + "Alkaline_Phosphatase_Level": 38.00010789, + "Alanine_Aminotransferase_Level": 20.66537753, + "Aspartate_Aminotransferase_Level": 30.70041439, + "Creatinine_Level": 1.49390841, + "LDH_Level": 210.6452907, + "Calcium_Level": 8.411071839, + "Phosphorus_Level": 2.578870009, + "Glucose_Level": 114.6264367, + "Potassium_Level": 4.031739446, + "Sodium_Level": 142.9004461, + "Smoking_Pack_Years": 37.93882157 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.38848872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.31661147, + "White_Blood_Cell_Count": 9.473669236, + "Platelet_Count": 285.6942131, + "Albumin_Level": 4.887836567, + "Alkaline_Phosphatase_Level": 51.04873957, + "Alanine_Aminotransferase_Level": 35.69335914, + "Aspartate_Aminotransferase_Level": 24.55449528, + "Creatinine_Level": 1.482793228, + "LDH_Level": 171.0342634, + "Calcium_Level": 9.611676727, + "Phosphorus_Level": 3.312482071, + "Glucose_Level": 126.4019437, + "Potassium_Level": 4.307083342, + "Sodium_Level": 144.7627513, + "Smoking_Pack_Years": 7.428354971 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.07678019, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.76836369, + "White_Blood_Cell_Count": 4.01415897, + "Platelet_Count": 394.3683364, + "Albumin_Level": 3.761612697, + "Alkaline_Phosphatase_Level": 91.14612859, + "Alanine_Aminotransferase_Level": 23.60288682, + "Aspartate_Aminotransferase_Level": 34.98233841, + "Creatinine_Level": 1.057291664, + "LDH_Level": 110.0268119, + "Calcium_Level": 8.521600608, + "Phosphorus_Level": 3.730602523, + "Glucose_Level": 74.21349683, + "Potassium_Level": 4.586665936, + "Sodium_Level": 139.4443123, + "Smoking_Pack_Years": 76.41184884 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.8651927, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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140.734115, + "Smoking_Pack_Years": 69.116773 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.78332426, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.8860166, + "White_Blood_Cell_Count": 8.815451131, + "Platelet_Count": 364.7490037, + "Albumin_Level": 4.748873443, + "Alkaline_Phosphatase_Level": 110.5189144, + "Alanine_Aminotransferase_Level": 37.73873772, + "Aspartate_Aminotransferase_Level": 45.28384072, + "Creatinine_Level": 1.079711225, + "LDH_Level": 186.0280327, + "Calcium_Level": 8.74296936, + "Phosphorus_Level": 3.358815606, + "Glucose_Level": 132.1261171, + "Potassium_Level": 3.87193531, + "Sodium_Level": 140.7342193, + "Smoking_Pack_Years": 87.89210365 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.01864101, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.79123197, + "White_Blood_Cell_Count": 8.497862203, + "Platelet_Count": 221.2547746, + "Albumin_Level": 3.736483455, + "Alkaline_Phosphatase_Level": 47.47379553, + "Alanine_Aminotransferase_Level": 31.62467219, + "Aspartate_Aminotransferase_Level": 14.22325022, + "Creatinine_Level": 1.022371061, + "LDH_Level": 227.7876189, + "Calcium_Level": 8.316086009, + "Phosphorus_Level": 2.957389913, + "Glucose_Level": 129.5090296, + "Potassium_Level": 4.208832185, + "Sodium_Level": 138.2018439, + "Smoking_Pack_Years": 88.34607455 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.80119413, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.83051496, + "White_Blood_Cell_Count": 9.988328789, + "Platelet_Count": 343.6836463, + "Albumin_Level": 4.428709703, + "Alkaline_Phosphatase_Level": 99.424005, + "Alanine_Aminotransferase_Level": 36.05763547, + "Aspartate_Aminotransferase_Level": 13.31224718, + "Creatinine_Level": 0.700641745, + "LDH_Level": 222.2596939, + "Calcium_Level": 9.734001697, + "Phosphorus_Level": 3.444783329, + "Glucose_Level": 130.2404288, + "Potassium_Level": 3.761047833, + "Sodium_Level": 137.4301313, + "Smoking_Pack_Years": 69.49085013 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.9215023, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.32451522, + "White_Blood_Cell_Count": 5.166864949, + "Platelet_Count": 397.6807182, + "Albumin_Level": 4.485578436, + "Alkaline_Phosphatase_Level": 94.63304689, + "Alanine_Aminotransferase_Level": 17.96951192, + "Aspartate_Aminotransferase_Level": 19.04104799, + "Creatinine_Level": 1.350012752, + "LDH_Level": 143.7359705, + "Calcium_Level": 8.559298693, + "Phosphorus_Level": 2.729307968, + "Glucose_Level": 130.7413932, + "Potassium_Level": 3.628783141, + "Sodium_Level": 136.0407279, + "Smoking_Pack_Years": 31.2952247 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.49997664, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.88571895, + "White_Blood_Cell_Count": 6.069812357, + "Platelet_Count": 318.9629269, + "Albumin_Level": 3.170942631, + "Alkaline_Phosphatase_Level": 73.38599612, + "Alanine_Aminotransferase_Level": 28.44986312, + "Aspartate_Aminotransferase_Level": 37.95373163, + "Creatinine_Level": 1.432527482, + "LDH_Level": 172.1078328, + "Calcium_Level": 8.723287361, + "Phosphorus_Level": 2.508537599, + "Glucose_Level": 109.4483773, + "Potassium_Level": 4.795387659, + "Sodium_Level": 142.278497, + "Smoking_Pack_Years": 14.73177786 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.98672682, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.30306251, + "White_Blood_Cell_Count": 4.006307398, + "Platelet_Count": 255.9264832, + "Albumin_Level": 3.741681313, + "Alkaline_Phosphatase_Level": 39.98459399, + "Alanine_Aminotransferase_Level": 36.69913212, + "Aspartate_Aminotransferase_Level": 37.9347918, + "Creatinine_Level": 1.126598036, + "LDH_Level": 205.3272911, + "Calcium_Level": 9.71550574, + "Phosphorus_Level": 4.906477899, + "Glucose_Level": 116.3537282, + "Potassium_Level": 4.959526415, + "Sodium_Level": 144.1648867, + "Smoking_Pack_Years": 52.08317481 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.08083723, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.54514121, + "White_Blood_Cell_Count": 3.532201259, + "Platelet_Count": 262.6486225, + "Albumin_Level": 3.194088015, + "Alkaline_Phosphatase_Level": 54.66835413, + "Alanine_Aminotransferase_Level": 33.56720778, + "Aspartate_Aminotransferase_Level": 49.12799336, + "Creatinine_Level": 1.219523172, + "LDH_Level": 144.6435111, + "Calcium_Level": 9.838059631, + "Phosphorus_Level": 3.44768118, + "Glucose_Level": 125.6533035, + "Potassium_Level": 3.840935481, + "Sodium_Level": 136.7252178, + "Smoking_Pack_Years": 30.74027428 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.94868583, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.05841751, + "White_Blood_Cell_Count": 6.241973947, + "Platelet_Count": 325.4295749, + "Albumin_Level": 3.013932545, + "Alkaline_Phosphatase_Level": 97.11660724, + "Alanine_Aminotransferase_Level": 7.905215083, + "Aspartate_Aminotransferase_Level": 44.07371979, + "Creatinine_Level": 0.66202447, + "LDH_Level": 210.0223934, + "Calcium_Level": 8.406958725, + "Phosphorus_Level": 3.655057922, + "Glucose_Level": 77.38169875, + "Potassium_Level": 3.917050774, + "Sodium_Level": 140.1758629, + "Smoking_Pack_Years": 76.94667973 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.24852552, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.97148625, + "White_Blood_Cell_Count": 5.806877413, + "Platelet_Count": 210.0463214, + "Albumin_Level": 3.378244682, + "Alkaline_Phosphatase_Level": 96.19262737, + "Alanine_Aminotransferase_Level": 10.96762063, + "Aspartate_Aminotransferase_Level": 46.55194983, + "Creatinine_Level": 1.193860733, + "LDH_Level": 133.7076063, + "Calcium_Level": 8.331442461, + "Phosphorus_Level": 3.797210692, + "Glucose_Level": 129.6678612, + "Potassium_Level": 4.906412722, + "Sodium_Level": 144.5591956, + "Smoking_Pack_Years": 64.52825344 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.70395711, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.47257628, + "White_Blood_Cell_Count": 9.502893689, + "Platelet_Count": 218.3969336, + "Albumin_Level": 3.007660587, + "Alkaline_Phosphatase_Level": 93.05183088, + "Alanine_Aminotransferase_Level": 20.08686554, + "Aspartate_Aminotransferase_Level": 12.43592762, + "Creatinine_Level": 1.389044843, + "LDH_Level": 101.0890329, + "Calcium_Level": 9.840018193, + "Phosphorus_Level": 3.925841824, + "Glucose_Level": 111.5238008, + "Potassium_Level": 4.012110973, + "Sodium_Level": 137.5827447, + "Smoking_Pack_Years": 82.52913162 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.14690082, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.38445687, + "White_Blood_Cell_Count": 5.340294922, + "Platelet_Count": 235.0185645, + "Albumin_Level": 4.475935382, + "Alkaline_Phosphatase_Level": 118.2600603, + "Alanine_Aminotransferase_Level": 30.33106162, + "Aspartate_Aminotransferase_Level": 36.14124121, + "Creatinine_Level": 1.357952518, + "LDH_Level": 245.5596908, + "Calcium_Level": 10.24180028, + "Phosphorus_Level": 3.102955877, + "Glucose_Level": 113.0608828, + "Potassium_Level": 4.209834999, + "Sodium_Level": 138.6755867, + "Smoking_Pack_Years": 60.19139942 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.61207774, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.2168823, + "White_Blood_Cell_Count": 3.714379901, + "Platelet_Count": 278.4361432, + "Albumin_Level": 3.19957677, + "Alkaline_Phosphatase_Level": 99.93719441, + "Alanine_Aminotransferase_Level": 9.396877065, + "Aspartate_Aminotransferase_Level": 28.77715333, + "Creatinine_Level": 1.191366294, + "LDH_Level": 112.8739111, + "Calcium_Level": 8.469284713, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.34651091, + "White_Blood_Cell_Count": 9.200291237, + "Platelet_Count": 306.2772458, + "Albumin_Level": 4.124595942, + "Alkaline_Phosphatase_Level": 42.94803791, + "Alanine_Aminotransferase_Level": 15.19063303, + "Aspartate_Aminotransferase_Level": 11.71964073, + "Creatinine_Level": 1.079393481, + "LDH_Level": 160.1481199, + "Calcium_Level": 9.163099109, + "Phosphorus_Level": 2.623321732, + "Glucose_Level": 119.8694086, + "Potassium_Level": 3.539877422, + "Sodium_Level": 139.9419459, + "Smoking_Pack_Years": 49.47346047 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": 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10.2547741, + "Phosphorus_Level": 4.395063185, + "Glucose_Level": 148.5979846, + "Potassium_Level": 4.853059779, + "Sodium_Level": 144.6240067, + "Smoking_Pack_Years": 72.12925587 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.77715456, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.84840582, + "White_Blood_Cell_Count": 7.434144507, + "Platelet_Count": 266.6445118, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.51877205, + "White_Blood_Cell_Count": 3.728031855, + "Platelet_Count": 174.5851594, + "Albumin_Level": 4.919919606, + "Alkaline_Phosphatase_Level": 94.73531036, + "Alanine_Aminotransferase_Level": 35.14730942, + "Aspartate_Aminotransferase_Level": 34.19934443, + "Creatinine_Level": 1.437195872, + "LDH_Level": 210.3306656, + "Calcium_Level": 9.284995127, + "Phosphorus_Level": 3.664982622, + "Glucose_Level": 124.2690955, + "Potassium_Level": 3.668690251, + "Sodium_Level": 138.3882483, + "Smoking_Pack_Years": 38.93367041 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.80099911, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.71122229, + "White_Blood_Cell_Count": 9.576941818, + "Platelet_Count": 258.1211965, + "Albumin_Level": 4.473835579, + "Alkaline_Phosphatase_Level": 111.6683215, + "Alanine_Aminotransferase_Level": 19.00658047, + "Aspartate_Aminotransferase_Level": 27.01236591, + "Creatinine_Level": 0.864153577, + "LDH_Level": 134.2431808, + "Calcium_Level": 8.251432941, + "Phosphorus_Level": 4.584246709, + "Glucose_Level": 92.19389512, + "Potassium_Level": 3.685885449, + "Sodium_Level": 144.5299463, + "Smoking_Pack_Years": 76.1220736 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.30704937, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.75427186, + "White_Blood_Cell_Count": 4.005014228, + "Platelet_Count": 168.1998177, + "Albumin_Level": 4.203459798, + "Alkaline_Phosphatase_Level": 41.16301295, + "Alanine_Aminotransferase_Level": 9.562522261, + "Aspartate_Aminotransferase_Level": 37.8536832, + "Creatinine_Level": 1.421187039, + "LDH_Level": 120.49141, + "Calcium_Level": 8.418978991, + "Phosphorus_Level": 3.160389271, + "Glucose_Level": 117.4454016, + "Potassium_Level": 4.795808761, + "Sodium_Level": 144.8340387, + "Smoking_Pack_Years": 95.87084517 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.35201864, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.86125235, + "White_Blood_Cell_Count": 5.250122091, + "Platelet_Count": 251.03487, + "Albumin_Level": 3.14700387, + "Alkaline_Phosphatase_Level": 77.93618568, + "Alanine_Aminotransferase_Level": 27.48743935, + "Aspartate_Aminotransferase_Level": 45.20242278, + "Creatinine_Level": 0.528940933, + "LDH_Level": 195.1511283, + "Calcium_Level": 8.323731956, + "Phosphorus_Level": 2.581182593, + "Glucose_Level": 139.1978314, + "Potassium_Level": 4.51315552, + "Sodium_Level": 138.2719943, + "Smoking_Pack_Years": 11.00307254 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.62856329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.78844192, + "White_Blood_Cell_Count": 8.674357532, + "Platelet_Count": 245.9790948, + "Albumin_Level": 3.252307155, + "Alkaline_Phosphatase_Level": 73.07985537, + "Alanine_Aminotransferase_Level": 39.61772782, + "Aspartate_Aminotransferase_Level": 31.94931991, + "Creatinine_Level": 1.420152697, + "LDH_Level": 237.5065551, + "Calcium_Level": 10.37853692, + "Phosphorus_Level": 2.810953246, + "Glucose_Level": 117.6901919, + "Potassium_Level": 4.718111443, + "Sodium_Level": 139.4202194, + "Smoking_Pack_Years": 55.66035008 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.90952221, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.30863428, + "White_Blood_Cell_Count": 7.195228525, + "Platelet_Count": 347.6654467, + "Albumin_Level": 3.080782944, + "Alkaline_Phosphatase_Level": 67.83540144, + "Alanine_Aminotransferase_Level": 34.20624541, + "Aspartate_Aminotransferase_Level": 41.67693731, + "Creatinine_Level": 1.12449057, + "LDH_Level": 146.5109703, 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"Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.89495444, + "White_Blood_Cell_Count": 5.218639064, + "Platelet_Count": 372.0925739, + "Albumin_Level": 4.169530542, + "Alkaline_Phosphatase_Level": 105.0542593, + "Alanine_Aminotransferase_Level": 21.06638276, + "Aspartate_Aminotransferase_Level": 40.73481642, + "Creatinine_Level": 0.780614884, + "LDH_Level": 225.6684925, + "Calcium_Level": 10.10671264, + "Phosphorus_Level": 4.969708901, + "Glucose_Level": 103.6964123, + "Potassium_Level": 4.2559425, + "Sodium_Level": 140.8832892, + "Smoking_Pack_Years": 71.15684682 + }, + { + "Age": 47, + "Gender": "Male", + 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182.5868691, + "Calcium_Level": 8.625377797, + "Phosphorus_Level": 3.199664514, + "Glucose_Level": 129.3257631, + "Potassium_Level": 4.414034234, + "Sodium_Level": 139.994248, + "Smoking_Pack_Years": 10.63050939 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.72198785, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.61308975, + "White_Blood_Cell_Count": 8.790263449, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.92341679, + "White_Blood_Cell_Count": 6.591266156, + "Platelet_Count": 303.5056129, + "Albumin_Level": 3.011851065, + "Alkaline_Phosphatase_Level": 100.7096281, + "Alanine_Aminotransferase_Level": 36.28574437, + "Aspartate_Aminotransferase_Level": 24.62893178, + "Creatinine_Level": 1.099575644, + "LDH_Level": 109.7359439, + "Calcium_Level": 8.623715355, + "Phosphorus_Level": 3.463236145, + "Glucose_Level": 79.49510111, + "Potassium_Level": 4.146523306, + "Sodium_Level": 143.5614722, + "Smoking_Pack_Years": 95.14920443 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.66369025, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.23104451, + "White_Blood_Cell_Count": 9.136289873, + "Platelet_Count": 156.7567609, + "Albumin_Level": 3.570026122, + "Alkaline_Phosphatase_Level": 65.96949924, + "Alanine_Aminotransferase_Level": 27.87654363, + "Aspartate_Aminotransferase_Level": 20.55251948, + "Creatinine_Level": 0.813191311, + "LDH_Level": 191.4594327, + "Calcium_Level": 8.437560601, + "Phosphorus_Level": 2.710275544, + "Glucose_Level": 111.2542145, + "Potassium_Level": 4.746095882, + "Sodium_Level": 137.1127071, + "Smoking_Pack_Years": 85.7897942 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.50276093, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.12328099, + "White_Blood_Cell_Count": 6.840853355, + "Platelet_Count": 305.5452261, + "Albumin_Level": 3.889213347, + "Alkaline_Phosphatase_Level": 47.17033281, + "Alanine_Aminotransferase_Level": 18.23039008, + "Aspartate_Aminotransferase_Level": 48.95721955, + "Creatinine_Level": 1.425337708, + "LDH_Level": 194.4008929, + "Calcium_Level": 9.044012699, + "Phosphorus_Level": 3.13558995, + "Glucose_Level": 145.0536012, + "Potassium_Level": 4.66785718, + "Sodium_Level": 144.8338441, + "Smoking_Pack_Years": 98.71445567 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.49374646, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.32681182, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.33077819, + "White_Blood_Cell_Count": 4.168429343, + "Platelet_Count": 342.6199542, + "Albumin_Level": 3.026237987, + "Alkaline_Phosphatase_Level": 85.81344535, + "Alanine_Aminotransferase_Level": 22.81070205, + "Aspartate_Aminotransferase_Level": 25.53524421, + "Creatinine_Level": 1.174095063, + "LDH_Level": 249.8025112, + "Calcium_Level": 9.250738524, + "Phosphorus_Level": 4.309737856, + "Glucose_Level": 141.1798872, + "Potassium_Level": 4.36618738, + "Sodium_Level": 140.3283908, + "Smoking_Pack_Years": 8.36324665 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.03009296, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.06654399, + "White_Blood_Cell_Count": 4.825830953, + "Platelet_Count": 206.5322131, + "Albumin_Level": 4.126433199, + "Alkaline_Phosphatase_Level": 35.77856895, + "Alanine_Aminotransferase_Level": 37.16978647, + "Aspartate_Aminotransferase_Level": 10.12877558, + "Creatinine_Level": 1.105448487, + "LDH_Level": 186.4984124, + "Calcium_Level": 9.586158972, + "Phosphorus_Level": 2.522002569, + "Glucose_Level": 118.1005644, + "Potassium_Level": 3.560111903, + "Sodium_Level": 141.0627954, 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28.41047218, + "Creatinine_Level": 1.309237925, + "LDH_Level": 189.0755568, + "Calcium_Level": 8.805454797, + "Phosphorus_Level": 3.854893202, + "Glucose_Level": 95.70525096, + "Potassium_Level": 3.792932526, + "Sodium_Level": 138.0677844, + "Smoking_Pack_Years": 46.96079481 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.01825522, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.02235687, + "White_Blood_Cell_Count": 6.518951473, + "Platelet_Count": 303.6624037, + "Albumin_Level": 3.193404954, + "Alkaline_Phosphatase_Level": 53.83040038, + "Alanine_Aminotransferase_Level": 6.041235077, + "Aspartate_Aminotransferase_Level": 32.5402623, + "Creatinine_Level": 0.830835479, + "LDH_Level": 141.3428043, + "Calcium_Level": 8.34658075, + "Phosphorus_Level": 2.608399373, + "Glucose_Level": 98.26407152, + "Potassium_Level": 4.886573947, + "Sodium_Level": 138.6115194, + "Smoking_Pack_Years": 7.595508161 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.71271095, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.86050872, + "White_Blood_Cell_Count": 8.018697572, + "Platelet_Count": 312.0987182, + "Albumin_Level": 4.621388888, + "Alkaline_Phosphatase_Level": 55.44768245, + "Alanine_Aminotransferase_Level": 32.77442333, + "Aspartate_Aminotransferase_Level": 17.58436176, + "Creatinine_Level": 0.853889377, + "LDH_Level": 122.8498123, + "Calcium_Level": 8.41912518, + "Phosphorus_Level": 3.028364259, + "Glucose_Level": 95.2312126, + "Potassium_Level": 4.999022265, + "Sodium_Level": 137.6489264, + "Smoking_Pack_Years": 1.185347656 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.54557048, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.39957734, + "White_Blood_Cell_Count": 5.646122099, + "Platelet_Count": 417.6497634, + "Albumin_Level": 4.533918094, + "Alkaline_Phosphatase_Level": 106.4192247, + "Alanine_Aminotransferase_Level": 10.80480153, + "Aspartate_Aminotransferase_Level": 48.42669695, + "Creatinine_Level": 0.874425829, + "LDH_Level": 126.0946006, + "Calcium_Level": 9.870566417, + "Phosphorus_Level": 2.776630594, + "Glucose_Level": 149.1638273, + "Potassium_Level": 4.681417018, + "Sodium_Level": 143.644509, + "Smoking_Pack_Years": 46.07912968 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.13069845, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 103, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.21829451, + "White_Blood_Cell_Count": 5.352445614, + "Platelet_Count": 436.4154588, + "Albumin_Level": 4.99393775, + "Alkaline_Phosphatase_Level": 58.43364419, + "Alanine_Aminotransferase_Level": 26.53682745, + "Aspartate_Aminotransferase_Level": 10.74008556, + "Creatinine_Level": 0.993645209, + "LDH_Level": 195.4272919, + "Calcium_Level": 9.44263528, + "Phosphorus_Level": 3.056945572, + "Glucose_Level": 75.69967812, + "Potassium_Level": 3.922881999, + "Sodium_Level": 135.6387279, + "Smoking_Pack_Years": 17.48135017 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.04730516, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.19238248, + "White_Blood_Cell_Count": 6.146277323, + "Platelet_Count": 288.460319, + "Albumin_Level": 3.029375071, + "Alkaline_Phosphatase_Level": 51.68175713, + "Alanine_Aminotransferase_Level": 34.16965465, + "Aspartate_Aminotransferase_Level": 37.69740105, + "Creatinine_Level": 0.666390742, + "LDH_Level": 212.4986473, + "Calcium_Level": 9.323092212, + "Phosphorus_Level": 3.367082295, + "Glucose_Level": 89.26528076, + "Potassium_Level": 3.877864123, + "Sodium_Level": 141.8450846, + "Smoking_Pack_Years": 63.73867092 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.14022537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Alanine_Aminotransferase_Level": 20.66468182, + "Aspartate_Aminotransferase_Level": 36.56669626, + "Creatinine_Level": 0.870705507, + "LDH_Level": 200.9353716, + "Calcium_Level": 8.57195855, + "Phosphorus_Level": 3.60195255, + "Glucose_Level": 73.81879002, + "Potassium_Level": 4.182400426, + "Sodium_Level": 137.841338, + "Smoking_Pack_Years": 87.09517749 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.77423116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.69737776, + "White_Blood_Cell_Count": 8.594856934, + "Platelet_Count": 175.0846941, + "Albumin_Level": 3.619306769, + "Alkaline_Phosphatase_Level": 78.29544581, + "Alanine_Aminotransferase_Level": 12.86001875, + "Aspartate_Aminotransferase_Level": 37.42184081, + "Creatinine_Level": 1.047933345, + "LDH_Level": 199.915412, + "Calcium_Level": 10.23353681, + "Phosphorus_Level": 4.1795018, + "Glucose_Level": 81.27506187, + "Potassium_Level": 3.948738136, + "Sodium_Level": 139.1652463, + "Smoking_Pack_Years": 14.83332359 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.27546962, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.0280969, + "White_Blood_Cell_Count": 3.92641492, + "Platelet_Count": 439.7382047, + "Albumin_Level": 4.19987091, + "Alkaline_Phosphatase_Level": 114.5139285, + "Alanine_Aminotransferase_Level": 38.68961837, + "Aspartate_Aminotransferase_Level": 21.83624287, + "Creatinine_Level": 1.458795904, + "LDH_Level": 248.9939621, + "Calcium_Level": 8.370905627, + "Phosphorus_Level": 3.729582706, + "Glucose_Level": 124.9086176, + "Potassium_Level": 4.280497968, + "Sodium_Level": 136.7726392, + "Smoking_Pack_Years": 33.60175414 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.10252741, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.88815112, + "White_Blood_Cell_Count": 6.216618378, + "Platelet_Count": 240.3940925, + "Albumin_Level": 4.764620082, + "Alkaline_Phosphatase_Level": 52.95401145, + "Alanine_Aminotransferase_Level": 32.52013392, + "Aspartate_Aminotransferase_Level": 12.84565816, + "Creatinine_Level": 1.48291522, + "LDH_Level": 238.1114037, + "Calcium_Level": 9.842517846, + "Phosphorus_Level": 3.226003405, + "Glucose_Level": 78.66201233, + "Potassium_Level": 4.93556037, + "Sodium_Level": 140.5597135, + "Smoking_Pack_Years": 99.0166393 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.22098424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.79637936, + "White_Blood_Cell_Count": 4.637120588, + "Platelet_Count": 233.374668, + "Albumin_Level": 4.340997865, + "Alkaline_Phosphatase_Level": 46.6058214, + "Alanine_Aminotransferase_Level": 9.249529494, + "Aspartate_Aminotransferase_Level": 45.68080917, + "Creatinine_Level": 1.425442753, + "LDH_Level": 143.692894, + "Calcium_Level": 8.657395177, + "Phosphorus_Level": 4.85601944, + "Glucose_Level": 115.4537815, + "Potassium_Level": 4.859948798, + "Sodium_Level": 135.5611448, + "Smoking_Pack_Years": 50.09260865 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.11700266, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.98756, + "White_Blood_Cell_Count": 7.424827901, + "Platelet_Count": 158.4214972, + "Albumin_Level": 3.578081854, + "Alkaline_Phosphatase_Level": 47.12309925, + "Alanine_Aminotransferase_Level": 33.77089105, + "Aspartate_Aminotransferase_Level": 13.44940972, + "Creatinine_Level": 1.266998166, + "LDH_Level": 108.3893308, + "Calcium_Level": 10.05756846, + "Phosphorus_Level": 4.377062462, + "Glucose_Level": 131.9883133, + "Potassium_Level": 3.738351392, + "Sodium_Level": 135.783437, + "Smoking_Pack_Years": 58.49750162 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.43333336, + "Tumor_Location": 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109.4395535, + "Potassium_Level": 3.721134796, + "Sodium_Level": 137.4655389, + "Smoking_Pack_Years": 95.85294367 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.61757772, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.96018878, + "White_Blood_Cell_Count": 8.641517479, + "Platelet_Count": 435.50837, + "Albumin_Level": 3.14193518, + "Alkaline_Phosphatase_Level": 75.90585853, + "Alanine_Aminotransferase_Level": 10.68908923, + "Aspartate_Aminotransferase_Level": 11.23537883, + "Creatinine_Level": 1.075800367, + "LDH_Level": 195.4237101, + "Calcium_Level": 8.447831699, + "Phosphorus_Level": 3.230723453, + "Glucose_Level": 81.1046309, + "Potassium_Level": 3.53571656, + "Sodium_Level": 144.476669, + "Smoking_Pack_Years": 84.0295982 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.30189464, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.06820653, + "White_Blood_Cell_Count": 8.271086252, + "Platelet_Count": 301.9357187, + "Albumin_Level": 3.43601988, + "Alkaline_Phosphatase_Level": 118.0112495, + "Alanine_Aminotransferase_Level": 11.11043961, + "Aspartate_Aminotransferase_Level": 24.77639946, + "Creatinine_Level": 0.554755725, + "LDH_Level": 168.3235301, + "Calcium_Level": 8.529225425, + "Phosphorus_Level": 3.212474765, + "Glucose_Level": 107.490313, + "Potassium_Level": 3.681391725, + "Sodium_Level": 143.162135, + "Smoking_Pack_Years": 68.25678832 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.19429706, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.64753315, + "White_Blood_Cell_Count": 8.105943739, + "Platelet_Count": 314.3871327, + "Albumin_Level": 3.625675942, + "Alkaline_Phosphatase_Level": 109.2280557, + "Alanine_Aminotransferase_Level": 23.48228203, + "Aspartate_Aminotransferase_Level": 12.10488724, + "Creatinine_Level": 1.356808955, + "LDH_Level": 113.4353922, + "Calcium_Level": 8.252506352, + "Phosphorus_Level": 4.841541981, + "Glucose_Level": 147.9759101, + "Potassium_Level": 4.946427622, + "Sodium_Level": 144.4213163, + "Smoking_Pack_Years": 11.01687047 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.75156758, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 14.20718199, + "Aspartate_Aminotransferase_Level": 25.38607333, + "Creatinine_Level": 0.657247234, + "LDH_Level": 169.4205463, + "Calcium_Level": 8.352423117, + "Phosphorus_Level": 4.272135478, + "Glucose_Level": 138.4443697, + "Potassium_Level": 4.241430897, + "Sodium_Level": 142.8647924, + "Smoking_Pack_Years": 85.38682668 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.36653398, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.57103367, + "White_Blood_Cell_Count": 7.097135917, + "Platelet_Count": 332.399982, + "Albumin_Level": 3.738793006, + "Alkaline_Phosphatase_Level": 50.17586619, + "Alanine_Aminotransferase_Level": 11.66563975, + "Aspartate_Aminotransferase_Level": 40.1147062, + "Creatinine_Level": 1.040132226, + "LDH_Level": 241.8683104, + "Calcium_Level": 9.276393574, + "Phosphorus_Level": 4.921237188, + "Glucose_Level": 71.73823424, + "Potassium_Level": 3.920989805, + "Sodium_Level": 142.0494233, + "Smoking_Pack_Years": 76.93931977 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.48692328, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.64489101, + "White_Blood_Cell_Count": 6.328889726, + "Platelet_Count": 306.2354803, + "Albumin_Level": 3.205309891, + "Alkaline_Phosphatase_Level": 38.92982764, + "Alanine_Aminotransferase_Level": 32.43771547, + "Aspartate_Aminotransferase_Level": 10.01770008, + "Creatinine_Level": 1.023502695, + "LDH_Level": 110.8827332, + "Calcium_Level": 8.160776266, + "Phosphorus_Level": 4.489313034, + "Glucose_Level": 115.7645056, + "Potassium_Level": 3.722554753, + "Sodium_Level": 139.2106309, + "Smoking_Pack_Years": 33.59330118 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.00956201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.87665882, + "White_Blood_Cell_Count": 4.488187477, + "Platelet_Count": 204.3785052, + "Albumin_Level": 3.76901758, + "Alkaline_Phosphatase_Level": 34.94275449, + "Alanine_Aminotransferase_Level": 21.12435539, + "Aspartate_Aminotransferase_Level": 10.60843012, + "Creatinine_Level": 1.45863112, + "LDH_Level": 210.621473, + "Calcium_Level": 8.359344661, + "Phosphorus_Level": 4.445255959, + "Glucose_Level": 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.5113884, + "White_Blood_Cell_Count": 9.28885809, + "Platelet_Count": 395.1650681, + "Albumin_Level": 3.604014405, + "Alkaline_Phosphatase_Level": 80.36380573, + "Alanine_Aminotransferase_Level": 7.376282746, + "Aspartate_Aminotransferase_Level": 12.40859944, + "Creatinine_Level": 0.559337048, + "LDH_Level": 101.2499632, + "Calcium_Level": 8.324345304, + "Phosphorus_Level": 4.437151083, + "Glucose_Level": 95.06365469, + "Potassium_Level": 4.156816882, + "Sodium_Level": 141.0287493, + "Smoking_Pack_Years": 49.98967705 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.83839497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.77815041, + "White_Blood_Cell_Count": 4.390373184, + "Platelet_Count": 304.1170974, + "Albumin_Level": 4.273296791, + "Alkaline_Phosphatase_Level": 103.6356827, + "Alanine_Aminotransferase_Level": 22.95360853, + "Aspartate_Aminotransferase_Level": 26.13083662, + "Creatinine_Level": 0.542751688, + "LDH_Level": 204.1161472, + "Calcium_Level": 9.911494146, + "Phosphorus_Level": 3.238674317, + "Glucose_Level": 137.5076194, + "Potassium_Level": 3.974651139, + "Sodium_Level": 136.9649188, + "Smoking_Pack_Years": 35.3702503 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.56000423, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.50311389, + "White_Blood_Cell_Count": 6.382843345, + "Platelet_Count": 156.5295442, + "Albumin_Level": 3.506750201, + "Alkaline_Phosphatase_Level": 45.7185329, + "Alanine_Aminotransferase_Level": 22.03969042, + "Aspartate_Aminotransferase_Level": 35.75871168, + "Creatinine_Level": 1.447652285, + "LDH_Level": 145.9147263, + "Calcium_Level": 9.177834363, + "Phosphorus_Level": 4.524787337, + "Glucose_Level": 70.48907432, + "Potassium_Level": 4.680024774, + "Sodium_Level": 142.9866357, + "Smoking_Pack_Years": 51.05100322 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.50702248, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.12124167, + "White_Blood_Cell_Count": 4.526607462, + "Platelet_Count": 229.2532465, + "Albumin_Level": 4.341775876, + "Alkaline_Phosphatase_Level": 73.35866674, + "Alanine_Aminotransferase_Level": 34.89456891, + "Aspartate_Aminotransferase_Level": 49.63716913, + "Creatinine_Level": 0.949842371, + "LDH_Level": 235.0976525, + "Calcium_Level": 10.22946051, + "Phosphorus_Level": 3.657115874, + "Glucose_Level": 74.04941745, + "Potassium_Level": 4.27523303, + "Sodium_Level": 142.3634318, + "Smoking_Pack_Years": 54.81839484 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.14339783, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.46952892, + "White_Blood_Cell_Count": 7.254491581, + "Platelet_Count": 341.1046047, + "Albumin_Level": 4.568858501, + "Alkaline_Phosphatase_Level": 84.43737555, + "Alanine_Aminotransferase_Level": 6.095121645, + "Aspartate_Aminotransferase_Level": 36.45364735, + "Creatinine_Level": 0.661148424, + "LDH_Level": 190.3034457, + "Calcium_Level": 8.288167576, + "Phosphorus_Level": 3.712367182, + "Glucose_Level": 146.9874378, + "Potassium_Level": 4.522616494, + "Sodium_Level": 138.4736514, + "Smoking_Pack_Years": 11.36040739 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.38901368, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.66119818, + "White_Blood_Cell_Count": 9.167052356, + "Platelet_Count": 294.5160138, + "Albumin_Level": 3.466197536, + "Alkaline_Phosphatase_Level": 107.2785072, + "Alanine_Aminotransferase_Level": 21.97728049, + "Aspartate_Aminotransferase_Level": 44.32453675, + "Creatinine_Level": 1.47701139, + "LDH_Level": 162.8901201, + "Calcium_Level": 8.032302503, + "Phosphorus_Level": 3.252895927, + "Glucose_Level": 76.59205019, + "Potassium_Level": 4.13589319, + "Sodium_Level": 136.0208974, + "Smoking_Pack_Years": 15.26528574 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.90506527, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.77223587, + "White_Blood_Cell_Count": 5.475884482, + "Platelet_Count": 403.1821345, + "Albumin_Level": 4.462686958, + "Alkaline_Phosphatase_Level": 39.85773832, + "Alanine_Aminotransferase_Level": 16.00383182, + "Aspartate_Aminotransferase_Level": 46.6786579, + "Creatinine_Level": 1.221649775, + "LDH_Level": 233.6202137, + "Calcium_Level": 10.35781436, + "Phosphorus_Level": 4.006527888, + "Glucose_Level": 109.7712477, + "Potassium_Level": 4.381182437, + "Sodium_Level": 138.5012372, + "Smoking_Pack_Years": 80.34647061 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.72652799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.9208139, + "White_Blood_Cell_Count": 7.161063385, + "Platelet_Count": 407.4752397, + "Albumin_Level": 3.501816067, + "Alkaline_Phosphatase_Level": 68.71307797, + "Alanine_Aminotransferase_Level": 10.74002571, + "Aspartate_Aminotransferase_Level": 31.46380076, + "Creatinine_Level": 0.709503679, + "LDH_Level": 101.2779927, + "Calcium_Level": 9.673468602, + "Phosphorus_Level": 4.486706245, + "Glucose_Level": 75.82792585, + "Potassium_Level": 4.816100606, + "Sodium_Level": 141.5593773, + "Smoking_Pack_Years": 61.09535931 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.85548452, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Tumor_Size_mm": 91.31729063, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.56109175, + "White_Blood_Cell_Count": 3.632009569, + "Platelet_Count": 431.4626802, + "Albumin_Level": 3.360131194, + "Alkaline_Phosphatase_Level": 117.2605568, + "Alanine_Aminotransferase_Level": 34.75739887, + "Aspartate_Aminotransferase_Level": 21.72266683, + "Creatinine_Level": 0.923031737, + "LDH_Level": 149.033497, + "Calcium_Level": 8.814098013, + "Phosphorus_Level": 4.053108401, + "Glucose_Level": 100.0915011, + "Potassium_Level": 4.080875885, + "Sodium_Level": 142.0072004, + "Smoking_Pack_Years": 54.97432458 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.00339902, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.68011076, + "White_Blood_Cell_Count": 6.44275144, + "Platelet_Count": 334.9742044, + "Albumin_Level": 4.569556064, + "Alkaline_Phosphatase_Level": 40.06745327, + "Alanine_Aminotransferase_Level": 7.349413323, + "Aspartate_Aminotransferase_Level": 19.34227954, + "Creatinine_Level": 0.598032814, + "LDH_Level": 242.6778547, + "Calcium_Level": 9.883566637, + "Phosphorus_Level": 3.053891772, + "Glucose_Level": 109.3547012, + "Potassium_Level": 4.944054756, + "Sodium_Level": 136.8479663, + "Smoking_Pack_Years": 98.9127065 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.92369757, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.15637428, + "White_Blood_Cell_Count": 9.585846405, + "Platelet_Count": 405.710558, + "Albumin_Level": 4.148490736, + "Alkaline_Phosphatase_Level": 107.464572, + "Alanine_Aminotransferase_Level": 21.06962334, + "Aspartate_Aminotransferase_Level": 31.38194696, + "Creatinine_Level": 1.03104394, + "LDH_Level": 241.8475756, + "Calcium_Level": 8.342041415, + "Phosphorus_Level": 3.108135641, + "Glucose_Level": 142.8436741, + "Potassium_Level": 4.556216279, + "Sodium_Level": 142.7016445, + "Smoking_Pack_Years": 43.26547351 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.70116181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.71048443, + "White_Blood_Cell_Count": 5.75816261, + "Platelet_Count": 235.8309686, + "Albumin_Level": 3.894183784, + "Alkaline_Phosphatase_Level": 37.70708785, + "Alanine_Aminotransferase_Level": 21.35948032, + "Aspartate_Aminotransferase_Level": 22.59012034, + "Creatinine_Level": 0.591652493, + "LDH_Level": 206.8576309, + "Calcium_Level": 9.698887173, + "Phosphorus_Level": 3.677573956, + "Glucose_Level": 121.7646025, + "Potassium_Level": 3.708333454, + "Sodium_Level": 143.1002723, + "Smoking_Pack_Years": 94.10263652 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.4691115, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.95304105, + "White_Blood_Cell_Count": 5.233598601, + "Platelet_Count": 353.3543313, + "Albumin_Level": 4.656482374, + "Alkaline_Phosphatase_Level": 74.06198281, + "Alanine_Aminotransferase_Level": 10.90657522, + "Aspartate_Aminotransferase_Level": 33.56518721, + "Creatinine_Level": 1.259842605, + "LDH_Level": 128.5178984, + "Calcium_Level": 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.16924196, + "White_Blood_Cell_Count": 8.25749036, + "Platelet_Count": 278.8416843, + "Albumin_Level": 3.306558298, + "Alkaline_Phosphatase_Level": 38.97807836, + "Alanine_Aminotransferase_Level": 24.97777921, + "Aspartate_Aminotransferase_Level": 11.63528294, + "Creatinine_Level": 1.183745793, + "LDH_Level": 144.8673366, + "Calcium_Level": 9.709449192, + "Phosphorus_Level": 3.21557064, + "Glucose_Level": 82.31770882, + "Potassium_Level": 4.897116191, + "Sodium_Level": 144.7534343, + "Smoking_Pack_Years": 13.82303682 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.62098907, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.26594761, + "White_Blood_Cell_Count": 7.840614602, + "Platelet_Count": 179.3906505, + "Albumin_Level": 3.061117564, + "Alkaline_Phosphatase_Level": 91.17972606, + "Alanine_Aminotransferase_Level": 17.23842265, + "Aspartate_Aminotransferase_Level": 45.18797586, + "Creatinine_Level": 0.901872364, + "LDH_Level": 180.762127, + "Calcium_Level": 8.074896508, + "Phosphorus_Level": 4.293391747, + "Glucose_Level": 116.6760895, + "Potassium_Level": 4.452209185, + "Sodium_Level": 143.5932832, + "Smoking_Pack_Years": 33.81286608 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.85551048, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.91740563, + "White_Blood_Cell_Count": 7.325067016, + "Platelet_Count": 414.2598185, + "Albumin_Level": 3.679060799, + "Alkaline_Phosphatase_Level": 79.78921019, + "Alanine_Aminotransferase_Level": 32.82030372, + "Aspartate_Aminotransferase_Level": 43.16790963, + "Creatinine_Level": 0.727123269, + "LDH_Level": 135.0472758, + "Calcium_Level": 8.460339846, + "Phosphorus_Level": 3.242240542, + "Glucose_Level": 116.6765686, + "Potassium_Level": 3.7233227, + "Sodium_Level": 143.0781306, + "Smoking_Pack_Years": 38.07903182 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.91994423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.87186254, + "White_Blood_Cell_Count": 6.0120734, + 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"No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.5615535, + "White_Blood_Cell_Count": 7.463983333, + "Platelet_Count": 322.7382879, + "Albumin_Level": 4.843476411, + "Alkaline_Phosphatase_Level": 51.6383369, + "Alanine_Aminotransferase_Level": 18.45039946, + "Aspartate_Aminotransferase_Level": 14.42138628, + "Creatinine_Level": 0.686017411, + "LDH_Level": 170.2045501, + "Calcium_Level": 9.951160577, + "Phosphorus_Level": 3.478591345, + "Glucose_Level": 80.31662299, + "Potassium_Level": 4.236792601, + "Sodium_Level": 137.6716098, + "Smoking_Pack_Years": 28.93440369 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.88868046, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.97000943, + "White_Blood_Cell_Count": 5.198542536, + "Platelet_Count": 400.0659612, + "Albumin_Level": 4.784069628, + "Alkaline_Phosphatase_Level": 103.1743724, + "Alanine_Aminotransferase_Level": 17.85606972, + "Aspartate_Aminotransferase_Level": 22.1651777, + "Creatinine_Level": 1.023890271, + "LDH_Level": 172.6669588, + "Calcium_Level": 8.052524335, + "Phosphorus_Level": 2.626607723, + "Glucose_Level": 75.04510094, + "Potassium_Level": 4.135297262, + "Sodium_Level": 142.7679026, + "Smoking_Pack_Years": 25.03720248 + }, + { + "Age": 43, + "Gender": 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244.6884852, + "Calcium_Level": 8.260833437, + "Phosphorus_Level": 3.221699574, + "Glucose_Level": 141.5564825, + "Potassium_Level": 3.783495228, + "Sodium_Level": 142.0088333, + "Smoking_Pack_Years": 8.146887545 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.72760302, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.12344343, + "White_Blood_Cell_Count": 6.032972983, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.5446327, + "White_Blood_Cell_Count": 7.170274404, + "Platelet_Count": 150.5531426, + "Albumin_Level": 3.506057959, + "Alkaline_Phosphatase_Level": 111.1965421, + "Alanine_Aminotransferase_Level": 33.11736886, + "Aspartate_Aminotransferase_Level": 23.70592264, + "Creatinine_Level": 1.15043907, + "LDH_Level": 236.6386688, + "Calcium_Level": 10.04978745, + "Phosphorus_Level": 2.769921237, + "Glucose_Level": 123.5614014, + "Potassium_Level": 3.700640688, + "Sodium_Level": 142.2631703, + "Smoking_Pack_Years": 88.46447367 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.76660696, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.52003201, + "White_Blood_Cell_Count": 9.055607455, + "Platelet_Count": 332.0599192, + "Albumin_Level": 4.085385308, + "Alkaline_Phosphatase_Level": 43.06242177, + "Alanine_Aminotransferase_Level": 31.87273052, + "Aspartate_Aminotransferase_Level": 28.95487635, + "Creatinine_Level": 1.445810109, + "LDH_Level": 204.5375326, + "Calcium_Level": 9.482064473, + "Phosphorus_Level": 3.774931187, + "Glucose_Level": 79.11763188, + "Potassium_Level": 4.301707494, + "Sodium_Level": 143.7339506, + "Smoking_Pack_Years": 99.70100621 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.16963591, + "White_Blood_Cell_Count": 6.037080034, + "Platelet_Count": 257.1873023, + "Albumin_Level": 4.555355326, + "Alkaline_Phosphatase_Level": 44.53733233, + "Alanine_Aminotransferase_Level": 21.68524989, + "Aspartate_Aminotransferase_Level": 47.78805284, + "Creatinine_Level": 1.088925359, + "LDH_Level": 198.5915759, + "Calcium_Level": 10.12643961, + "Phosphorus_Level": 2.915763158, + "Glucose_Level": 99.30850563, + "Potassium_Level": 4.787863063, + "Sodium_Level": 142.9965461, + "Smoking_Pack_Years": 1.097489839 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.12803369, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.09669693, + "White_Blood_Cell_Count": 9.06298901, + "Platelet_Count": 173.4414542, + "Albumin_Level": 4.872062342, + "Alkaline_Phosphatase_Level": 30.88828867, + "Alanine_Aminotransferase_Level": 24.48598004, + "Aspartate_Aminotransferase_Level": 36.80751702, + "Creatinine_Level": 1.022599627, + "LDH_Level": 225.5620931, + "Calcium_Level": 9.747899039, + "Phosphorus_Level": 2.885444527, + "Glucose_Level": 104.7171741, + "Potassium_Level": 4.464241788, + "Sodium_Level": 140.0852711, + "Smoking_Pack_Years": 55.18899077 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.45118331, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.11545899, + "White_Blood_Cell_Count": 9.188949542, + "Platelet_Count": 424.2984248, + "Albumin_Level": 4.169885798, + "Alkaline_Phosphatase_Level": 44.42901325, + "Alanine_Aminotransferase_Level": 13.43674057, + "Aspartate_Aminotransferase_Level": 21.37930614, + "Creatinine_Level": 0.595415738, + "LDH_Level": 249.2197172, + "Calcium_Level": 9.748784182, + "Phosphorus_Level": 4.581472987, + "Glucose_Level": 99.41772615, + "Potassium_Level": 4.128305128, + "Sodium_Level": 138.2929466, + "Smoking_Pack_Years": 78.30088318 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.14566221, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.09293131, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.51443217, + "White_Blood_Cell_Count": 5.931724482, + "Platelet_Count": 319.456317, + "Albumin_Level": 3.87221201, + "Alkaline_Phosphatase_Level": 64.18835815, + "Alanine_Aminotransferase_Level": 28.25519034, + "Aspartate_Aminotransferase_Level": 16.76232677, + "Creatinine_Level": 1.12301382, + "LDH_Level": 175.5945862, + "Calcium_Level": 8.462856802, + "Phosphorus_Level": 4.3639532, + "Glucose_Level": 146.9397138, + "Potassium_Level": 4.670139396, + "Sodium_Level": 140.4485094, + "Smoking_Pack_Years": 71.68766237 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.19771852, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.70038822, + "White_Blood_Cell_Count": 6.64436503, + "Platelet_Count": 374.065419, + "Albumin_Level": 3.847627414, + "Alkaline_Phosphatase_Level": 34.13807558, + "Alanine_Aminotransferase_Level": 24.14591289, + "Aspartate_Aminotransferase_Level": 34.37046514, + "Creatinine_Level": 1.25622916, + "LDH_Level": 136.5496106, + "Calcium_Level": 10.18296512, + "Phosphorus_Level": 4.009692277, + "Glucose_Level": 118.198415, + "Potassium_Level": 4.314996349, + "Sodium_Level": 138.8188325, + "Smoking_Pack_Years": 79.15470252 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.70007685, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.07385645, + "White_Blood_Cell_Count": 7.653517294, + "Platelet_Count": 313.4385142, + "Albumin_Level": 3.969109889, + "Alkaline_Phosphatase_Level": 35.3203405, + "Alanine_Aminotransferase_Level": 38.10658078, + "Aspartate_Aminotransferase_Level": 12.99544454, + "Creatinine_Level": 1.011458083, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.66095638, + "White_Blood_Cell_Count": 8.403847014, + "Platelet_Count": 417.8045021, + "Albumin_Level": 3.375853851, + "Alkaline_Phosphatase_Level": 116.7406174, + "Alanine_Aminotransferase_Level": 17.63182281, + "Aspartate_Aminotransferase_Level": 25.06318262, + "Creatinine_Level": 1.446173439, + "LDH_Level": 147.4624203, + "Calcium_Level": 8.552023941, + "Phosphorus_Level": 3.184786187, + "Glucose_Level": 95.61444733, + "Potassium_Level": 3.950571923, + "Sodium_Level": 138.0319689, + "Smoking_Pack_Years": 45.59066487 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.99732553, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.04325302, + "White_Blood_Cell_Count": 9.322193468, + "Platelet_Count": 314.4406936, + "Albumin_Level": 4.640643634, + "Alkaline_Phosphatase_Level": 31.11232148, + "Alanine_Aminotransferase_Level": 28.77355967, + "Aspartate_Aminotransferase_Level": 14.7785063, + "Creatinine_Level": 0.578171074, + "LDH_Level": 166.3954188, + "Calcium_Level": 8.859324896, + "Phosphorus_Level": 3.786343377, + "Glucose_Level": 83.38924747, + "Potassium_Level": 4.039861275, + "Sodium_Level": 141.1792493, + "Smoking_Pack_Years": 89.40346165 + }, + { 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"Creatinine_Level": 0.50643166, + "LDH_Level": 195.7493792, + "Calcium_Level": 9.228520151, + "Phosphorus_Level": 3.172903335, + "Glucose_Level": 119.2193568, + "Potassium_Level": 3.931022418, + "Sodium_Level": 140.8878401, + "Smoking_Pack_Years": 10.28364644 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.83837922, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.80840658, + "White_Blood_Cell_Count": 7.714874133, + "Platelet_Count": 218.4705622, + "Albumin_Level": 4.734731666, + "Alkaline_Phosphatase_Level": 41.61513122, + "Alanine_Aminotransferase_Level": 5.849445625, + "Aspartate_Aminotransferase_Level": 27.83881081, + "Creatinine_Level": 0.787857251, + "LDH_Level": 113.5388031, + "Calcium_Level": 9.055756485, + "Phosphorus_Level": 2.833881325, + "Glucose_Level": 130.7504071, + "Potassium_Level": 3.699665919, + "Sodium_Level": 140.8420274, + "Smoking_Pack_Years": 27.73269198 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.47528497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.97343444, + "White_Blood_Cell_Count": 5.865025689, + "Platelet_Count": 159.4953977, + "Albumin_Level": 4.990654826, + "Alkaline_Phosphatase_Level": 85.36885612, + "Alanine_Aminotransferase_Level": 29.6906413, + "Aspartate_Aminotransferase_Level": 41.18007445, + "Creatinine_Level": 0.505544052, + "LDH_Level": 229.1175234, + "Calcium_Level": 9.704340781, + "Phosphorus_Level": 3.49385048, + "Glucose_Level": 145.0296153, + "Potassium_Level": 3.578016348, + "Sodium_Level": 143.4981519, + "Smoking_Pack_Years": 59.4735194 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.54940227, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.06733635, + "White_Blood_Cell_Count": 7.623515258, + "Platelet_Count": 233.4725091, + "Albumin_Level": 4.750394963, + "Alkaline_Phosphatase_Level": 49.94755997, + "Alanine_Aminotransferase_Level": 19.58293179, + "Aspartate_Aminotransferase_Level": 19.76343433, + "Creatinine_Level": 0.58848739, + "LDH_Level": 146.3473847, + "Calcium_Level": 9.256622049, + "Phosphorus_Level": 4.435977902, + "Glucose_Level": 128.559946, + "Potassium_Level": 4.158892408, + "Sodium_Level": 135.321569, + "Smoking_Pack_Years": 84.13717334 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.96100305, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.73925652, + "White_Blood_Cell_Count": 8.626544361, + "Platelet_Count": 256.4311197, + "Albumin_Level": 3.727793346, + "Alkaline_Phosphatase_Level": 77.47548174, + "Alanine_Aminotransferase_Level": 13.73743279, + "Aspartate_Aminotransferase_Level": 31.85594568, + "Creatinine_Level": 0.559622898, + "LDH_Level": 195.3381962, + "Calcium_Level": 9.999839576, + "Phosphorus_Level": 4.690440582, + "Glucose_Level": 118.8687595, + "Potassium_Level": 4.452439555, + "Sodium_Level": 142.6713607, + "Smoking_Pack_Years": 66.17312911 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.19952319, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.32397092, + "White_Blood_Cell_Count": 3.809644286, + "Platelet_Count": 173.9182888, + "Albumin_Level": 4.57399415, + "Alkaline_Phosphatase_Level": 119.3815212, + "Alanine_Aminotransferase_Level": 16.48536753, + "Aspartate_Aminotransferase_Level": 32.01656606, + "Creatinine_Level": 0.593142157, + "LDH_Level": 210.1762231, + "Calcium_Level": 8.997710292, + "Phosphorus_Level": 2.731528762, + "Glucose_Level": 143.1366061, + "Potassium_Level": 3.94008685, + "Sodium_Level": 140.3388256, + "Smoking_Pack_Years": 69.85417595 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.57538034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.19123881, + "White_Blood_Cell_Count": 6.058181305, + "Platelet_Count": 327.6016308, + "Albumin_Level": 4.863010734, + "Alkaline_Phosphatase_Level": 104.7706309, + "Alanine_Aminotransferase_Level": 27.28765807, + "Aspartate_Aminotransferase_Level": 10.5756219, + "Creatinine_Level": 1.147236819, + "LDH_Level": 218.5112127, + "Calcium_Level": 9.200119399, + "Phosphorus_Level": 4.359091495, + "Glucose_Level": 98.44799523, + "Potassium_Level": 4.28069662, + "Sodium_Level": 144.402849, + "Smoking_Pack_Years": 25.12689066 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.77283537, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.62173511, + "White_Blood_Cell_Count": 6.504981788, + "Platelet_Count": 216.4797048, + "Albumin_Level": 4.365020464, + "Alkaline_Phosphatase_Level": 45.12518956, + "Alanine_Aminotransferase_Level": 35.24369567, + "Aspartate_Aminotransferase_Level": 27.55657978, + "Creatinine_Level": 1.174661071, + "LDH_Level": 216.2418553, + "Calcium_Level": 9.379178448, + "Phosphorus_Level": 4.007133964, + "Glucose_Level": 142.3880579, + "Potassium_Level": 3.574077653, + "Sodium_Level": 144.1450103, + "Smoking_Pack_Years": 9.422939307 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.64695167, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.62245917, + "White_Blood_Cell_Count": 5.505758861, + "Platelet_Count": 429.1626017, + "Albumin_Level": 4.655501468, + "Alkaline_Phosphatase_Level": 78.9254823, + "Alanine_Aminotransferase_Level": 9.321690553, + "Aspartate_Aminotransferase_Level": 20.38455173, + "Creatinine_Level": 0.555067566, + "LDH_Level": 133.9394365, + "Calcium_Level": 9.234565947, + "Phosphorus_Level": 2.975609894, + "Glucose_Level": 90.54359241, + "Potassium_Level": 3.640251757, + "Sodium_Level": 135.3012139, + "Smoking_Pack_Years": 86.68755562 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.0831735, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.21729447, + "White_Blood_Cell_Count": 5.851146132, + "Platelet_Count": 290.1019208, + "Albumin_Level": 4.857186059, + "Alkaline_Phosphatase_Level": 34.25906729, + "Alanine_Aminotransferase_Level": 12.27747362, + "Aspartate_Aminotransferase_Level": 28.87430773, + "Creatinine_Level": 0.582352724, + "LDH_Level": 247.9631466, + "Calcium_Level": 9.892889537, + "Phosphorus_Level": 3.156031896, + "Glucose_Level": 134.480095, + "Potassium_Level": 4.877156301, + "Sodium_Level": 136.0773289, + "Smoking_Pack_Years": 86.56954728 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.47711639, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.00852003, + "White_Blood_Cell_Count": 5.229280302, + "Platelet_Count": 267.4771258, + "Albumin_Level": 3.382869489, + "Alkaline_Phosphatase_Level": 65.55705739, + "Alanine_Aminotransferase_Level": 33.10668101, + "Aspartate_Aminotransferase_Level": 16.08980809, + "Creatinine_Level": 1.494234717, + "LDH_Level": 189.8501459, + "Calcium_Level": 8.727142595, + "Phosphorus_Level": 4.652145476, + "Glucose_Level": 70.29504631, + "Potassium_Level": 3.954541307, + "Sodium_Level": 140.7569845, + "Smoking_Pack_Years": 26.46369952 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.34639338, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.81156847, + "White_Blood_Cell_Count": 7.122239599, + "Platelet_Count": 425.5795056, + "Albumin_Level": 4.179297899, + "Alkaline_Phosphatase_Level": 53.36577237, + "Alanine_Aminotransferase_Level": 9.151773238, + "Aspartate_Aminotransferase_Level": 28.7675936, + "Creatinine_Level": 1.088876663, + "LDH_Level": 170.8285227, + "Calcium_Level": 8.408048586, + "Phosphorus_Level": 2.558781964, + "Glucose_Level": 135.1718912, + "Potassium_Level": 4.090484696, + "Sodium_Level": 140.772317, + "Smoking_Pack_Years": 1.952782481 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.98842324, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.87652068, + "White_Blood_Cell_Count": 5.363474006, + "Platelet_Count": 398.5860473, + "Albumin_Level": 3.81701957, + "Alkaline_Phosphatase_Level": 34.81887896, + "Alanine_Aminotransferase_Level": 6.800834544, + "Aspartate_Aminotransferase_Level": 30.0379038, + "Creatinine_Level": 0.599076675, + "LDH_Level": 123.8217981, + "Calcium_Level": 8.071406858, + "Phosphorus_Level": 4.29364457, + "Glucose_Level": 120.7609922, + "Potassium_Level": 4.028838925, + "Sodium_Level": 135.1909214, + "Smoking_Pack_Years": 69.51891457 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.2109471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.44384947, + "White_Blood_Cell_Count": 5.358557043, + "Platelet_Count": 185.8688529, + "Albumin_Level": 4.356119325, + "Alkaline_Phosphatase_Level": 33.24091059, + "Alanine_Aminotransferase_Level": 12.01231905, + "Aspartate_Aminotransferase_Level": 21.44724358, + "Creatinine_Level": 0.904813089, + "LDH_Level": 189.9061535, + "Calcium_Level": 9.255467154, + "Phosphorus_Level": 3.672555689, + "Glucose_Level": 79.57720111, + "Potassium_Level": 4.379089013, + "Sodium_Level": 142.6912516, + "Smoking_Pack_Years": 60.86293102 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.55687393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.36220776, + "White_Blood_Cell_Count": 6.669774801, + "Platelet_Count": 403.2749295, + "Albumin_Level": 3.032437267, + "Alkaline_Phosphatase_Level": 117.3509653, + "Alanine_Aminotransferase_Level": 32.72077908, + "Aspartate_Aminotransferase_Level": 28.15844695, + "Creatinine_Level": 1.076898069, + "LDH_Level": 105.6409104, + "Calcium_Level": 8.203711319, + "Phosphorus_Level": 2.64613088, + 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72.55333583, + "Alanine_Aminotransferase_Level": 5.742985356, + "Aspartate_Aminotransferase_Level": 34.16333592, + "Creatinine_Level": 0.657422679, + "LDH_Level": 161.1262502, + "Calcium_Level": 8.163441826, + "Phosphorus_Level": 4.144145494, + "Glucose_Level": 128.430921, + "Potassium_Level": 3.67266182, + "Sodium_Level": 143.7359422, + "Smoking_Pack_Years": 92.22167677 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.10931897, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.70650977, + "White_Blood_Cell_Count": 6.510369459, + "Platelet_Count": 259.601284, + "Albumin_Level": 3.811685828, + "Alkaline_Phosphatase_Level": 113.7907743, + "Alanine_Aminotransferase_Level": 35.11866789, + "Aspartate_Aminotransferase_Level": 12.22269422, + "Creatinine_Level": 1.212566356, + "LDH_Level": 198.3177796, + "Calcium_Level": 8.151333215, + "Phosphorus_Level": 3.178878515, + "Glucose_Level": 91.86767868, + "Potassium_Level": 4.797966965, + "Sodium_Level": 144.0808898, + "Smoking_Pack_Years": 93.22215953 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.860187485, + "Glucose_Level": 143.1800361, + "Potassium_Level": 4.307325256, + "Sodium_Level": 144.9314515, + "Smoking_Pack_Years": 62.90860936 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.12388719, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.67668464, + "White_Blood_Cell_Count": 9.951171128, + "Platelet_Count": 378.1214387, + "Albumin_Level": 3.617466989, + "Alkaline_Phosphatase_Level": 62.49899993, + "Alanine_Aminotransferase_Level": 32.58472874, + "Aspartate_Aminotransferase_Level": 23.72591012, + "Creatinine_Level": 1.125665872, + "LDH_Level": 107.1536979, + "Calcium_Level": 10.10420891, + "Phosphorus_Level": 4.344588458, + "Glucose_Level": 93.43663418, + "Potassium_Level": 4.69367926, + "Sodium_Level": 140.2577306, + "Smoking_Pack_Years": 58.46552731 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.2651018, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.38726151, + "White_Blood_Cell_Count": 8.029268198, + "Platelet_Count": 211.524532, + "Albumin_Level": 3.267268894, + "Alkaline_Phosphatase_Level": 88.5305193, + "Alanine_Aminotransferase_Level": 16.90885814, + "Aspartate_Aminotransferase_Level": 43.44580897, + "Creatinine_Level": 1.038840441, + "LDH_Level": 145.5731982, + "Calcium_Level": 9.580260178, + "Phosphorus_Level": 4.511635654, + "Glucose_Level": 127.5107471, + "Potassium_Level": 3.530474346, + "Sodium_Level": 137.3445841, + "Smoking_Pack_Years": 19.21292637 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.75146184, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.45881065, + "White_Blood_Cell_Count": 5.991245125, + "Platelet_Count": 384.1311099, + "Albumin_Level": 3.630505955, + "Alkaline_Phosphatase_Level": 33.05093021, + "Alanine_Aminotransferase_Level": 24.44357701, + "Aspartate_Aminotransferase_Level": 14.26155221, + "Creatinine_Level": 0.572382974, + "LDH_Level": 239.2053945, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.26428144, + "White_Blood_Cell_Count": 8.130211469, + "Platelet_Count": 434.2556004, + "Albumin_Level": 4.556980605, + "Alkaline_Phosphatase_Level": 113.2160587, + "Alanine_Aminotransferase_Level": 15.71815339, + "Aspartate_Aminotransferase_Level": 49.47392341, + "Creatinine_Level": 1.351374597, + "LDH_Level": 157.4971256, + "Calcium_Level": 9.476152917, + "Phosphorus_Level": 2.927358616, + "Glucose_Level": 139.0858638, + "Potassium_Level": 4.816212609, + "Sodium_Level": 143.2058557, + "Smoking_Pack_Years": 66.76441982 + }, + { + "Age": 66, + "Gender": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.94345483, + "White_Blood_Cell_Count": 5.712720169, + "Platelet_Count": 320.5589932, + "Albumin_Level": 3.000714326, + "Alkaline_Phosphatase_Level": 115.9493625, + "Alanine_Aminotransferase_Level": 38.81043611, + "Aspartate_Aminotransferase_Level": 46.94122552, + "Creatinine_Level": 0.848858823, + "LDH_Level": 145.0781272, + "Calcium_Level": 8.87395499, + "Phosphorus_Level": 3.316805403, + "Glucose_Level": 147.9328704, + "Potassium_Level": 4.971673794, + "Sodium_Level": 141.1225489, + "Smoking_Pack_Years": 56.60353514 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.04225965, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.33325472, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.34980664, + "White_Blood_Cell_Count": 8.052679486, + "Platelet_Count": 262.2674725, + "Albumin_Level": 4.954894112, + "Alkaline_Phosphatase_Level": 112.0755557, + "Alanine_Aminotransferase_Level": 18.72318699, + "Aspartate_Aminotransferase_Level": 27.91162769, + "Creatinine_Level": 0.53540965, + "LDH_Level": 205.5796203, 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.58347013, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.99379048, + "White_Blood_Cell_Count": 5.815672233, + "Platelet_Count": 413.9578642, + "Albumin_Level": 4.892548786, + "Alkaline_Phosphatase_Level": 42.94257632, + "Alanine_Aminotransferase_Level": 34.22576185, + "Aspartate_Aminotransferase_Level": 12.50072555, + "Creatinine_Level": 1.212909665, + "LDH_Level": 193.3848351, + "Calcium_Level": 9.95141908, + "Phosphorus_Level": 3.490151605, + "Glucose_Level": 71.70601881, + "Potassium_Level": 3.701782175, + "Sodium_Level": 144.6151747, + "Smoking_Pack_Years": 56.43050411 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.16004291, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.53323269, + "White_Blood_Cell_Count": 8.619281073, + 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"Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.49433833, + "White_Blood_Cell_Count": 3.592818623, + "Platelet_Count": 394.7611136, + "Albumin_Level": 3.767676208, + "Alkaline_Phosphatase_Level": 47.05924749, + "Alanine_Aminotransferase_Level": 26.90929578, + "Aspartate_Aminotransferase_Level": 38.09040741, + "Creatinine_Level": 0.700174907, + "LDH_Level": 149.2752382, + "Calcium_Level": 10.35213129, + "Phosphorus_Level": 3.820656175, + "Glucose_Level": 115.3880819, + "Potassium_Level": 4.319792742, + "Sodium_Level": 141.7858035, + "Smoking_Pack_Years": 72.13846383 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.19014282, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.01947236, + "White_Blood_Cell_Count": 4.333086605, + "Platelet_Count": 181.386676, + "Albumin_Level": 3.780182568, + "Alkaline_Phosphatase_Level": 62.17080129, + "Alanine_Aminotransferase_Level": 22.1677078, + "Aspartate_Aminotransferase_Level": 16.95224921, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.06410037, + "White_Blood_Cell_Count": 4.503996872, + "Platelet_Count": 439.1328945, + "Albumin_Level": 3.302028114, + "Alkaline_Phosphatase_Level": 42.99107846, + "Alanine_Aminotransferase_Level": 34.32869718, + "Aspartate_Aminotransferase_Level": 15.30580005, + "Creatinine_Level": 0.878406618, + "LDH_Level": 238.7725377, + "Calcium_Level": 9.277052671, + "Phosphorus_Level": 4.362672089, + "Glucose_Level": 145.1602092, + "Potassium_Level": 4.865988561, + "Sodium_Level": 136.7572925, + "Smoking_Pack_Years": 25.69112638 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.68830269, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.16569865, + "White_Blood_Cell_Count": 7.027776856, + "Platelet_Count": 329.8228922, + "Albumin_Level": 3.421980114, + "Alkaline_Phosphatase_Level": 113.1102048, + "Alanine_Aminotransferase_Level": 18.27805202, + "Aspartate_Aminotransferase_Level": 24.20553472, + "Creatinine_Level": 0.69335565, + "LDH_Level": 116.2469207, + "Calcium_Level": 8.78556456, + "Phosphorus_Level": 2.976765264, + "Glucose_Level": 83.72929585, + "Potassium_Level": 4.643622026, + "Sodium_Level": 142.8148187, + "Smoking_Pack_Years": 32.57007548 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.26091979, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.8845801, + "White_Blood_Cell_Count": 9.675431352, + "Platelet_Count": 300.3169006, + "Albumin_Level": 3.774495445, + "Alkaline_Phosphatase_Level": 58.60706017, + "Alanine_Aminotransferase_Level": 24.15503148, + "Aspartate_Aminotransferase_Level": 31.89862766, + "Creatinine_Level": 1.057196546, + "LDH_Level": 103.8547426, + "Calcium_Level": 9.114341133, + "Phosphorus_Level": 2.785577995, + "Glucose_Level": 108.8344716, + 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"Alanine_Aminotransferase_Level": 8.161313086, + "Aspartate_Aminotransferase_Level": 33.46402746, + "Creatinine_Level": 0.975888935, + "LDH_Level": 182.1264287, + "Calcium_Level": 9.468349656, + "Phosphorus_Level": 4.364481642, + "Glucose_Level": 117.5626413, + "Potassium_Level": 3.55299895, + "Sodium_Level": 141.6873783, + "Smoking_Pack_Years": 36.59402923 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.66989179, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.25197358, + "White_Blood_Cell_Count": 4.174091509, + "Platelet_Count": 156.937481, + "Albumin_Level": 3.859975352, + "Alkaline_Phosphatase_Level": 80.03892202, + "Alanine_Aminotransferase_Level": 8.918929084, + "Aspartate_Aminotransferase_Level": 28.55845343, + "Creatinine_Level": 0.593230689, + "LDH_Level": 221.4337433, + "Calcium_Level": 8.621426039, + "Phosphorus_Level": 3.71157208, + "Glucose_Level": 142.5679782, + "Potassium_Level": 3.962370082, + "Sodium_Level": 143.7988933, + "Smoking_Pack_Years": 12.60800295 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.65236984, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.48489845, + "White_Blood_Cell_Count": 4.125453674, + "Platelet_Count": 418.8305938, + "Albumin_Level": 4.24649628, + "Alkaline_Phosphatase_Level": 44.28349793, + "Alanine_Aminotransferase_Level": 8.724601935, + "Aspartate_Aminotransferase_Level": 20.26757808, + "Creatinine_Level": 1.422052092, + "LDH_Level": 215.1332461, + "Calcium_Level": 9.238003313, + "Phosphorus_Level": 4.049237442, + "Glucose_Level": 102.3425518, + "Potassium_Level": 4.642803833, + "Sodium_Level": 141.7249707, + "Smoking_Pack_Years": 89.10133112 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.36590613, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.08908673, + "White_Blood_Cell_Count": 7.077153327, + "Platelet_Count": 237.7350178, + "Albumin_Level": 4.420057797, + "Alkaline_Phosphatase_Level": 81.96070589, + "Alanine_Aminotransferase_Level": 20.70864122, + "Aspartate_Aminotransferase_Level": 32.95153264, + "Creatinine_Level": 0.537895817, + "LDH_Level": 126.3945906, + "Calcium_Level": 9.578795323, + "Phosphorus_Level": 3.65321429, + 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94.54592181, + "Alanine_Aminotransferase_Level": 20.86507511, + "Aspartate_Aminotransferase_Level": 26.19429387, + "Creatinine_Level": 1.41730948, + "LDH_Level": 198.2014349, + "Calcium_Level": 10.16471005, + "Phosphorus_Level": 3.372973536, + "Glucose_Level": 130.6966729, + "Potassium_Level": 4.502100462, + "Sodium_Level": 143.4566165, + "Smoking_Pack_Years": 30.13311244 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.04328366, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.47655499, + "White_Blood_Cell_Count": 9.851570934, + "Platelet_Count": 194.0934784, + "Albumin_Level": 4.488365418, + "Alkaline_Phosphatase_Level": 118.7006422, + "Alanine_Aminotransferase_Level": 11.97279375, + "Aspartate_Aminotransferase_Level": 40.78063237, + "Creatinine_Level": 0.542853842, + "LDH_Level": 145.9756699, + "Calcium_Level": 9.056246648, + "Phosphorus_Level": 3.355330317, + "Glucose_Level": 121.7723398, + "Potassium_Level": 3.658818634, + "Sodium_Level": 139.206044, + "Smoking_Pack_Years": 61.284392 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 111.4863476, + "Alanine_Aminotransferase_Level": 27.04478634, + "Aspartate_Aminotransferase_Level": 34.37746794, + "Creatinine_Level": 1.116093622, + "LDH_Level": 109.836927, + "Calcium_Level": 8.533475458, + "Phosphorus_Level": 4.792669359, + "Glucose_Level": 96.91046797, + "Potassium_Level": 4.581676364, + "Sodium_Level": 143.8302291, + "Smoking_Pack_Years": 1.573036341 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.18639422, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.79419958, + "White_Blood_Cell_Count": 3.884842885, + "Platelet_Count": 294.5841613, + "Albumin_Level": 4.339725015, + "Alkaline_Phosphatase_Level": 52.80253186, + "Alanine_Aminotransferase_Level": 9.980612576, + "Aspartate_Aminotransferase_Level": 37.22062903, + "Creatinine_Level": 1.19521744, + "LDH_Level": 245.5693632, + "Calcium_Level": 9.961937713, + "Phosphorus_Level": 2.629971219, + "Glucose_Level": 100.514152, + "Potassium_Level": 3.884303754, + "Sodium_Level": 143.9902593, + "Smoking_Pack_Years": 46.67621016 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.84722476, + "White_Blood_Cell_Count": 6.67686462, + "Platelet_Count": 402.0932474, + "Albumin_Level": 4.692652432, + "Alkaline_Phosphatase_Level": 87.38906484, + "Alanine_Aminotransferase_Level": 34.79016958, + "Aspartate_Aminotransferase_Level": 35.54106403, + "Creatinine_Level": 1.364138535, + "LDH_Level": 128.7840353, + "Calcium_Level": 10.41986496, + "Phosphorus_Level": 4.855815545, + "Glucose_Level": 143.7834033, + "Potassium_Level": 3.715455411, + "Sodium_Level": 135.7044416, + "Smoking_Pack_Years": 20.73003944 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.67960854, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.25645725, + "White_Blood_Cell_Count": 6.795196742, + "Platelet_Count": 432.6506671, + "Albumin_Level": 3.809297069, + "Alkaline_Phosphatase_Level": 80.19657998, + "Alanine_Aminotransferase_Level": 7.77300775, + "Aspartate_Aminotransferase_Level": 15.14160947, + "Creatinine_Level": 0.895615455, + "LDH_Level": 105.785322, + "Calcium_Level": 8.385968098, + "Phosphorus_Level": 3.773297026, + "Glucose_Level": 116.5668037, + "Potassium_Level": 4.913859236, + "Sodium_Level": 139.47199, + "Smoking_Pack_Years": 13.30864397 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.81819914, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.62967228, + "White_Blood_Cell_Count": 9.791568586, + "Platelet_Count": 285.5452902, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.11568024, + "White_Blood_Cell_Count": 8.732315899, + "Platelet_Count": 322.7722617, + "Albumin_Level": 3.692563361, + "Alkaline_Phosphatase_Level": 42.13418017, + "Alanine_Aminotransferase_Level": 30.49483943, + "Aspartate_Aminotransferase_Level": 33.36163284, + "Creatinine_Level": 1.115990288, + "LDH_Level": 135.9547114, + "Calcium_Level": 8.2973972, + "Phosphorus_Level": 3.956706001, + "Glucose_Level": 148.4104912, + "Potassium_Level": 3.616958178, + "Sodium_Level": 138.3974942, + "Smoking_Pack_Years": 98.83682696 + }, + { + "Age": 65, + "Gender": "Male", 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.12755068, + "White_Blood_Cell_Count": 8.764853208, + "Platelet_Count": 211.3091642, + "Albumin_Level": 4.414995373, + "Alkaline_Phosphatase_Level": 37.09983809, + "Alanine_Aminotransferase_Level": 39.52396242, + "Aspartate_Aminotransferase_Level": 15.96302199, + "Creatinine_Level": 0.834746595, + "LDH_Level": 141.6103823, + "Calcium_Level": 8.120371613, + "Phosphorus_Level": 4.806808961, + "Glucose_Level": 116.2277315, + "Potassium_Level": 3.618037792, + "Sodium_Level": 138.149125, + "Smoking_Pack_Years": 47.76374633 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.41342724, + "White_Blood_Cell_Count": 5.895666622, + "Platelet_Count": 158.6557183, + "Albumin_Level": 4.583240726, + "Alkaline_Phosphatase_Level": 118.2374516, + "Alanine_Aminotransferase_Level": 14.11892437, + "Aspartate_Aminotransferase_Level": 12.23473404, + "Creatinine_Level": 1.413084108, + "LDH_Level": 143.7804133, + "Calcium_Level": 8.199338893, + "Phosphorus_Level": 3.074124272, + "Glucose_Level": 116.1325386, + "Potassium_Level": 3.655597367, + "Sodium_Level": 140.8099006, + "Smoking_Pack_Years": 30.27126008 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.71807116, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.24523059, + "White_Blood_Cell_Count": 4.34012037, + "Platelet_Count": 154.3065573, + "Albumin_Level": 3.326401992, + "Alkaline_Phosphatase_Level": 36.89737615, + "Alanine_Aminotransferase_Level": 36.77602942, + "Aspartate_Aminotransferase_Level": 40.28124439, + "Creatinine_Level": 1.24569002, + "LDH_Level": 184.3617247, + "Calcium_Level": 8.421207247, + "Phosphorus_Level": 4.247639544, + "Glucose_Level": 123.53943, + "Potassium_Level": 3.59295886, + "Sodium_Level": 137.5759127, + "Smoking_Pack_Years": 93.82703217 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.47036773, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.24477514, + "White_Blood_Cell_Count": 7.311939994, + "Platelet_Count": 400.8136456, + "Albumin_Level": 4.226561609, + "Alkaline_Phosphatase_Level": 110.5159587, + "Alanine_Aminotransferase_Level": 19.30210402, + "Aspartate_Aminotransferase_Level": 43.32067749, + "Creatinine_Level": 0.661549712, + "LDH_Level": 224.3517353, + "Calcium_Level": 8.660138982, + "Phosphorus_Level": 4.60733074, + "Glucose_Level": 73.58121109, + "Potassium_Level": 4.218734336, + "Sodium_Level": 139.0725773, + "Smoking_Pack_Years": 8.102041823 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.5999534, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.04196816, + "White_Blood_Cell_Count": 3.902221398, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.58170924, + "White_Blood_Cell_Count": 7.534459848, + "Platelet_Count": 268.4887528, + "Albumin_Level": 4.017419859, + "Alkaline_Phosphatase_Level": 102.2935431, + "Alanine_Aminotransferase_Level": 15.45880226, + "Aspartate_Aminotransferase_Level": 37.73869173, + "Creatinine_Level": 1.329699763, + "LDH_Level": 181.7290213, + "Calcium_Level": 8.232411604, + "Phosphorus_Level": 4.703628478, + "Glucose_Level": 121.7580509, + "Potassium_Level": 4.523538331, + "Sodium_Level": 138.9157485, + "Smoking_Pack_Years": 76.22433945 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.71763174, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.73467429, + "White_Blood_Cell_Count": 3.53215233, + "Platelet_Count": 269.191934, + "Albumin_Level": 4.228869892, + "Alkaline_Phosphatase_Level": 99.70167442, + "Alanine_Aminotransferase_Level": 9.334705633, + "Aspartate_Aminotransferase_Level": 15.84221799, + "Creatinine_Level": 0.634027757, + "LDH_Level": 245.0345714, + "Calcium_Level": 9.938839811, + "Phosphorus_Level": 4.58695029, + "Glucose_Level": 149.1444938, + "Potassium_Level": 4.980806487, + "Sodium_Level": 141.6543364, + "Smoking_Pack_Years": 88.63828399 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.33550799, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.82543982, + "White_Blood_Cell_Count": 3.955453361, + "Platelet_Count": 219.0663726, + "Albumin_Level": 4.71665957, + "Alkaline_Phosphatase_Level": 116.0530274, + "Alanine_Aminotransferase_Level": 21.04196881, + "Aspartate_Aminotransferase_Level": 43.31155628, + "Creatinine_Level": 1.106558667, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.30104299, + "White_Blood_Cell_Count": 7.890676708, + "Platelet_Count": 202.7614774, + "Albumin_Level": 3.966519654, + "Alkaline_Phosphatase_Level": 102.0409159, + "Alanine_Aminotransferase_Level": 17.26193234, + "Aspartate_Aminotransferase_Level": 23.11438341, + "Creatinine_Level": 1.397143247, + "LDH_Level": 205.9080784, + "Calcium_Level": 9.485738112, + "Phosphorus_Level": 2.59625797, + "Glucose_Level": 93.86883113, + "Potassium_Level": 4.721733727, + "Sodium_Level": 143.0790338, + "Smoking_Pack_Years": 79.95993665 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.21021958, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.0136844, + "White_Blood_Cell_Count": 6.804514623, + "Platelet_Count": 439.7898859, + "Albumin_Level": 4.148208271, + "Alkaline_Phosphatase_Level": 71.4249734, + "Alanine_Aminotransferase_Level": 39.18789341, + "Aspartate_Aminotransferase_Level": 38.20883184, + "Creatinine_Level": 0.864746924, + "LDH_Level": 189.0494538, + "Calcium_Level": 10.3765982, + "Phosphorus_Level": 4.866452056, + "Glucose_Level": 70.8574139, + "Potassium_Level": 3.94055856, + "Sodium_Level": 135.5278765, + "Smoking_Pack_Years": 86.01045674 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.01822941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.64725355, + "White_Blood_Cell_Count": 4.787852898, + "Platelet_Count": 383.5647077, + "Albumin_Level": 4.907171365, + "Alkaline_Phosphatase_Level": 67.00906855, + "Alanine_Aminotransferase_Level": 23.99248663, + "Aspartate_Aminotransferase_Level": 17.58013276, + "Creatinine_Level": 0.551533662, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.55144036, + "White_Blood_Cell_Count": 9.567169972, + "Platelet_Count": 441.5191519, + "Albumin_Level": 3.553782642, + "Alkaline_Phosphatase_Level": 89.21085794, + "Alanine_Aminotransferase_Level": 8.814832155, + "Aspartate_Aminotransferase_Level": 12.19161757, + "Creatinine_Level": 1.402584802, + "LDH_Level": 172.4894853, + "Calcium_Level": 10.39267994, + "Phosphorus_Level": 3.07015723, + "Glucose_Level": 134.9660894, + "Potassium_Level": 4.803134317, + "Sodium_Level": 144.6814129, + "Smoking_Pack_Years": 49.21376662 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.96719267, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.78857569, + "White_Blood_Cell_Count": 8.035684149, + "Platelet_Count": 235.7147281, + "Albumin_Level": 4.963172465, + "Alkaline_Phosphatase_Level": 83.25597801, + "Alanine_Aminotransferase_Level": 11.08933924, + "Aspartate_Aminotransferase_Level": 37.93315119, + "Creatinine_Level": 0.628865462, + "LDH_Level": 207.6180512, + "Calcium_Level": 9.486883819, + "Phosphorus_Level": 3.525527093, + "Glucose_Level": 132.6524357, + "Potassium_Level": 3.963414759, + "Sodium_Level": 139.8099313, + "Smoking_Pack_Years": 56.04641706 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.42124599, + "White_Blood_Cell_Count": 4.438691575, + "Platelet_Count": 349.7682672, + "Albumin_Level": 4.198758478, + "Alkaline_Phosphatase_Level": 110.5630515, + "Alanine_Aminotransferase_Level": 25.17633091, + "Aspartate_Aminotransferase_Level": 29.74748243, + "Creatinine_Level": 1.281358455, + "LDH_Level": 170.030949, + "Calcium_Level": 8.517038978, + "Phosphorus_Level": 3.412623277, + "Glucose_Level": 125.361418, + "Potassium_Level": 3.605994001, + "Sodium_Level": 138.9663651, + "Smoking_Pack_Years": 65.90354094 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.45821349, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", 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"Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.38163871, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.3680372, + "White_Blood_Cell_Count": 5.677458672, + "Platelet_Count": 182.9296568, + "Albumin_Level": 4.37730567, + "Alkaline_Phosphatase_Level": 73.42646446, + "Alanine_Aminotransferase_Level": 34.2812017, + "Aspartate_Aminotransferase_Level": 33.86809921, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.81416552, + "White_Blood_Cell_Count": 6.334795324, + "Platelet_Count": 359.0672617, + "Albumin_Level": 4.188614733, + "Alkaline_Phosphatase_Level": 84.15678597, + "Alanine_Aminotransferase_Level": 23.32525957, + "Aspartate_Aminotransferase_Level": 48.12926342, + "Creatinine_Level": 0.986571285, + "LDH_Level": 162.2553843, + "Calcium_Level": 8.726791381, + "Phosphorus_Level": 4.173650133, + "Glucose_Level": 106.1309671, + "Potassium_Level": 4.174442382, + "Sodium_Level": 135.2710387, + "Smoking_Pack_Years": 6.353850446 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.46458631, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.02715418, + "White_Blood_Cell_Count": 8.743628301, + "Platelet_Count": 372.7629359, + "Albumin_Level": 3.00455997, + "Alkaline_Phosphatase_Level": 95.6406692, + "Alanine_Aminotransferase_Level": 21.61205977, + "Aspartate_Aminotransferase_Level": 11.90809637, + "Creatinine_Level": 0.958569038, + "LDH_Level": 121.833032, + "Calcium_Level": 10.3389465, + "Phosphorus_Level": 3.86892489, + "Glucose_Level": 144.3528644, + "Potassium_Level": 3.612826344, + "Sodium_Level": 135.6104134, + "Smoking_Pack_Years": 32.36955713 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.84225771, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Alanine_Aminotransferase_Level": 16.40890711, + "Aspartate_Aminotransferase_Level": 28.38052666, + "Creatinine_Level": 0.817830735, + "LDH_Level": 103.1616819, + "Calcium_Level": 8.224365134, + "Phosphorus_Level": 4.24397682, + "Glucose_Level": 88.75088572, + "Potassium_Level": 3.679376783, + "Sodium_Level": 137.9754871, + "Smoking_Pack_Years": 86.68517676 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.49044956, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.01006359, + "White_Blood_Cell_Count": 6.932210295, + "Platelet_Count": 310.1027839, + "Albumin_Level": 4.795140173, + "Alkaline_Phosphatase_Level": 34.2947469, + "Alanine_Aminotransferase_Level": 20.74549923, + "Aspartate_Aminotransferase_Level": 46.21020588, + "Creatinine_Level": 0.832688927, + "LDH_Level": 213.6086433, + "Calcium_Level": 9.861602989, + "Phosphorus_Level": 3.282289447, + "Glucose_Level": 118.6915158, + "Potassium_Level": 4.671883045, + "Sodium_Level": 141.4380446, + "Smoking_Pack_Years": 9.481489449 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.5271923, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.36427443, + "White_Blood_Cell_Count": 5.812037004, + "Platelet_Count": 344.0323943, + "Albumin_Level": 3.534759272, + "Alkaline_Phosphatase_Level": 58.59984118, + "Alanine_Aminotransferase_Level": 16.1391152, + "Aspartate_Aminotransferase_Level": 38.31822125, + "Creatinine_Level": 0.509299836, + "LDH_Level": 130.9526748, + "Calcium_Level": 9.743208963, + "Phosphorus_Level": 4.269478591, + "Glucose_Level": 142.3356762, + "Potassium_Level": 4.557993478, + "Sodium_Level": 138.941734, + "Smoking_Pack_Years": 38.38585967 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.06349446, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.0098456, + "White_Blood_Cell_Count": 4.007855339, + "Platelet_Count": 186.2279794, + "Albumin_Level": 3.594667706, + "Alkaline_Phosphatase_Level": 105.6336714, + "Alanine_Aminotransferase_Level": 32.39713754, + "Aspartate_Aminotransferase_Level": 16.52296166, + "Creatinine_Level": 1.368996711, + "LDH_Level": 223.2408835, + "Calcium_Level": 9.672247976, + "Phosphorus_Level": 3.051130517, + "Glucose_Level": 73.37294015, + "Potassium_Level": 4.771973747, + "Sodium_Level": 140.3282326, + "Smoking_Pack_Years": 13.11890744 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.88821176, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.06039259, + "White_Blood_Cell_Count": 6.480497878, + "Platelet_Count": 343.467189, + "Albumin_Level": 4.539208471, + "Alkaline_Phosphatase_Level": 99.66612377, + "Alanine_Aminotransferase_Level": 36.75727366, + "Aspartate_Aminotransferase_Level": 11.71956027, + "Creatinine_Level": 0.95821496, + "LDH_Level": 205.7486392, + "Calcium_Level": 10.3810248, + "Phosphorus_Level": 2.699613368, + "Glucose_Level": 139.4729702, + "Potassium_Level": 3.766200472, + "Sodium_Level": 142.3588022, + "Smoking_Pack_Years": 88.05072967 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.72210626, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.3148239, + "White_Blood_Cell_Count": 8.645541279, + "Platelet_Count": 390.3187793, + "Albumin_Level": 3.133260218, + "Alkaline_Phosphatase_Level": 58.53327078, + "Alanine_Aminotransferase_Level": 23.81918972, + "Aspartate_Aminotransferase_Level": 16.23865751, + "Creatinine_Level": 1.101215472, + "LDH_Level": 159.8027194, + "Calcium_Level": 9.827762616, + "Phosphorus_Level": 4.374459906, + "Glucose_Level": 142.5982963, + "Potassium_Level": 3.913691524, + "Sodium_Level": 140.6272142, + "Smoking_Pack_Years": 46.82695438 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.13175752, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.75023734, + "White_Blood_Cell_Count": 9.645610409, + "Platelet_Count": 241.4545654, + "Albumin_Level": 3.314128858, + "Alkaline_Phosphatase_Level": 72.04639799, + "Alanine_Aminotransferase_Level": 28.34034542, + "Aspartate_Aminotransferase_Level": 49.02644103, + "Creatinine_Level": 0.971177541, + "LDH_Level": 151.9966282, + "Calcium_Level": 8.741400377, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.09527865, + "White_Blood_Cell_Count": 6.198061688, + "Platelet_Count": 187.7074211, + "Albumin_Level": 3.336123765, + "Alkaline_Phosphatase_Level": 36.13789937, + "Alanine_Aminotransferase_Level": 37.1577867, + "Aspartate_Aminotransferase_Level": 16.80039378, + "Creatinine_Level": 0.592398141, + "LDH_Level": 125.1342996, + "Calcium_Level": 8.135125949, + "Phosphorus_Level": 2.817201331, + "Glucose_Level": 132.5911249, + "Potassium_Level": 4.272655969, + "Sodium_Level": 141.8941817, + "Smoking_Pack_Years": 27.17008734 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.26826124, + "White_Blood_Cell_Count": 5.857631039, + "Platelet_Count": 306.9887041, + "Albumin_Level": 3.804443184, + "Alkaline_Phosphatase_Level": 104.7142118, + "Alanine_Aminotransferase_Level": 26.66443594, + "Aspartate_Aminotransferase_Level": 36.87142948, + "Creatinine_Level": 0.983895001, + "LDH_Level": 143.3410271, + "Calcium_Level": 9.872138088, + "Phosphorus_Level": 2.9420501, + "Glucose_Level": 82.24764302, + "Potassium_Level": 4.142496115, + "Sodium_Level": 141.8056651, + "Smoking_Pack_Years": 87.55229149 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.85686191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + 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100.7072463, + "Calcium_Level": 9.443658382, + "Phosphorus_Level": 3.132803466, + "Glucose_Level": 94.16095106, + "Potassium_Level": 4.79608935, + "Sodium_Level": 141.3432311, + "Smoking_Pack_Years": 5.902326621 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.32828597, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.16101402, + "White_Blood_Cell_Count": 7.689072367, + 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{ + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.45830175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.44686216, + "White_Blood_Cell_Count": 9.767485442, + "Platelet_Count": 223.6928221, + "Albumin_Level": 4.763449348, + "Alkaline_Phosphatase_Level": 60.24078755, + "Alanine_Aminotransferase_Level": 23.61072324, + "Aspartate_Aminotransferase_Level": 35.36291912, + "Creatinine_Level": 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.73755549, + "White_Blood_Cell_Count": 5.826321478, + "Platelet_Count": 187.9445342, + "Albumin_Level": 3.466310408, + "Alkaline_Phosphatase_Level": 59.6956018, + "Alanine_Aminotransferase_Level": 5.636622015, + "Aspartate_Aminotransferase_Level": 30.89018809, + "Creatinine_Level": 0.764883482, + "LDH_Level": 140.3903972, + "Calcium_Level": 10.46816137, + "Phosphorus_Level": 3.010184152, + "Glucose_Level": 86.91892795, + "Potassium_Level": 4.070363567, + "Sodium_Level": 136.9533697, + "Smoking_Pack_Years": 13.24547396 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.26065107, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.90015797, + "White_Blood_Cell_Count": 8.054462765, + "Platelet_Count": 184.5886126, + "Albumin_Level": 3.02301787, + "Alkaline_Phosphatase_Level": 98.67064967, + "Alanine_Aminotransferase_Level": 9.006028597, + "Aspartate_Aminotransferase_Level": 30.24895124, + "Creatinine_Level": 0.535974561, + "LDH_Level": 206.3647345, + "Calcium_Level": 8.572593038, + "Phosphorus_Level": 2.872675569, + "Glucose_Level": 70.82471515, + "Potassium_Level": 3.713146331, + "Sodium_Level": 140.4757419, + "Smoking_Pack_Years": 64.79690671 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.2137689, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.02512103, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.2739931, + "White_Blood_Cell_Count": 9.862073005, + "Platelet_Count": 257.821623, + "Albumin_Level": 3.852162118, + "Alkaline_Phosphatase_Level": 109.7699396, + "Alanine_Aminotransferase_Level": 9.336429049, + "Aspartate_Aminotransferase_Level": 45.57954914, + "Creatinine_Level": 0.760584029, + "LDH_Level": 184.7771787, + "Calcium_Level": 8.42671291, + "Phosphorus_Level": 4.536045437, + "Glucose_Level": 110.919517, + "Potassium_Level": 4.635399179, + "Sodium_Level": 144.1105752, + "Smoking_Pack_Years": 96.0113636 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.08642372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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142.7487382, + "Smoking_Pack_Years": 72.82805119 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.31282298, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.61056535, + "White_Blood_Cell_Count": 3.543685943, + "Platelet_Count": 250.8879304, + "Albumin_Level": 3.731595053, + "Alkaline_Phosphatase_Level": 100.4427796, + "Alanine_Aminotransferase_Level": 26.16062493, + "Aspartate_Aminotransferase_Level": 38.19499689, + "Creatinine_Level": 1.019876934, + "LDH_Level": 157.7986162, + "Calcium_Level": 8.050306436, + "Phosphorus_Level": 3.601775108, + "Glucose_Level": 114.7369993, + "Potassium_Level": 4.577875833, + "Sodium_Level": 138.2443244, + "Smoking_Pack_Years": 32.34103967 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.12697752, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 106, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.18036566, + "White_Blood_Cell_Count": 6.987943623, + "Platelet_Count": 404.9468798, + "Albumin_Level": 4.470989031, + "Alkaline_Phosphatase_Level": 38.66856595, + "Alanine_Aminotransferase_Level": 37.58125001, + "Aspartate_Aminotransferase_Level": 17.16474231, + "Creatinine_Level": 0.931944325, + "LDH_Level": 186.3438406, + "Calcium_Level": 8.963261352, + "Phosphorus_Level": 3.178530635, + "Glucose_Level": 115.9391248, + "Potassium_Level": 3.51710779, + "Sodium_Level": 135.2559426, + "Smoking_Pack_Years": 54.93224644 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.61957216, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.65760773, + "White_Blood_Cell_Count": 6.078151258, + "Platelet_Count": 340.8881452, + "Albumin_Level": 3.481890483, + "Alkaline_Phosphatase_Level": 59.5985932, + "Alanine_Aminotransferase_Level": 29.37707306, + "Aspartate_Aminotransferase_Level": 18.58802827, + "Creatinine_Level": 1.236203329, + "LDH_Level": 233.0516103, + "Calcium_Level": 8.847088674, + "Phosphorus_Level": 4.898152121, + "Glucose_Level": 148.7608851, + "Potassium_Level": 3.65551316, + "Sodium_Level": 141.9348085, + "Smoking_Pack_Years": 32.44106919 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.6595262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.98413731, + "White_Blood_Cell_Count": 4.364922079, + "Platelet_Count": 274.8561576, + "Albumin_Level": 3.866968886, + "Alkaline_Phosphatase_Level": 110.0906253, + "Alanine_Aminotransferase_Level": 21.29092479, + "Aspartate_Aminotransferase_Level": 40.16503548, + "Creatinine_Level": 1.034861569, + "LDH_Level": 181.6877968, + "Calcium_Level": 9.134015236, + "Phosphorus_Level": 3.697755034, + "Glucose_Level": 119.3750889, + "Potassium_Level": 4.659595616, + "Sodium_Level": 143.4860613, + "Smoking_Pack_Years": 31.71154706 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.65971915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.62727557, + "White_Blood_Cell_Count": 7.982549541, + "Platelet_Count": 220.724512, + "Albumin_Level": 3.435063817, + "Alkaline_Phosphatase_Level": 40.90972947, + "Alanine_Aminotransferase_Level": 9.318484098, + "Aspartate_Aminotransferase_Level": 31.88555119, + "Creatinine_Level": 1.332334724, + "LDH_Level": 158.5239549, + "Calcium_Level": 10.03220707, + "Phosphorus_Level": 2.529230891, + "Glucose_Level": 126.9860926, + "Potassium_Level": 3.677746572, + "Sodium_Level": 138.2065494, + "Smoking_Pack_Years": 30.57507992 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.65909904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 67, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.42882396, + "White_Blood_Cell_Count": 5.258350488, + "Platelet_Count": 398.4070439, + "Albumin_Level": 4.374770996, + "Alkaline_Phosphatase_Level": 116.2057059, + "Alanine_Aminotransferase_Level": 39.11540272, + "Aspartate_Aminotransferase_Level": 15.70231616, + "Creatinine_Level": 1.314994009, + "LDH_Level": 142.6033855, + "Calcium_Level": 10.10403725, + "Phosphorus_Level": 4.474118518, + "Glucose_Level": 137.8966522, + "Potassium_Level": 3.965316885, + "Sodium_Level": 137.8835903, + "Smoking_Pack_Years": 43.61821814 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.52495087, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.96353632, + "White_Blood_Cell_Count": 8.096422834, + "Platelet_Count": 401.4086334, + "Albumin_Level": 4.130837908, + "Alkaline_Phosphatase_Level": 47.99837667, + "Alanine_Aminotransferase_Level": 10.80901759, + "Aspartate_Aminotransferase_Level": 29.51809171, + "Creatinine_Level": 0.600964684, + "LDH_Level": 186.078462, + "Calcium_Level": 9.843206925, + "Phosphorus_Level": 4.172128433, + "Glucose_Level": 112.0751853, + "Potassium_Level": 4.712307511, + "Sodium_Level": 135.1932012, + "Smoking_Pack_Years": 32.94898231 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.36357353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Potassium_Level": 4.995271947, + "Sodium_Level": 140.4227019, + "Smoking_Pack_Years": 89.75620491 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.53960946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.65039707, + "White_Blood_Cell_Count": 8.241992805, + "Platelet_Count": 400.3821468, + "Albumin_Level": 3.677935766, + "Alkaline_Phosphatase_Level": 118.7940687, + 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"Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.96205902, + "White_Blood_Cell_Count": 6.468078314, + "Platelet_Count": 169.2476992, + "Albumin_Level": 3.300649746, + "Alkaline_Phosphatase_Level": 73.18573951, + "Alanine_Aminotransferase_Level": 32.23523377, + "Aspartate_Aminotransferase_Level": 34.30104085, + "Creatinine_Level": 0.603761343, + "LDH_Level": 233.0714243, + "Calcium_Level": 10.44516957, + "Phosphorus_Level": 2.878470635, + "Glucose_Level": 80.49924619, + "Potassium_Level": 3.535825251, + "Sodium_Level": 137.1692986, + "Smoking_Pack_Years": 5.423185499 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.13840274, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.8028135, + "White_Blood_Cell_Count": 7.084942506, + "Platelet_Count": 383.3297851, + "Albumin_Level": 3.520695799, + "Alkaline_Phosphatase_Level": 38.25266411, + "Alanine_Aminotransferase_Level": 12.72948314, + "Aspartate_Aminotransferase_Level": 37.10891723, + "Creatinine_Level": 0.861791062, + "LDH_Level": 170.9731905, + "Calcium_Level": 9.968743216, + "Phosphorus_Level": 4.575227129, + "Glucose_Level": 94.32365546, + "Potassium_Level": 4.622034971, + "Sodium_Level": 144.2811311, + "Smoking_Pack_Years": 69.23368981 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.26261507, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.99410461, + "White_Blood_Cell_Count": 4.4971586, + "Platelet_Count": 217.6274269, + "Albumin_Level": 3.373092478, + "Alkaline_Phosphatase_Level": 113.7204182, + "Alanine_Aminotransferase_Level": 21.84977574, + "Aspartate_Aminotransferase_Level": 27.38140773, + "Creatinine_Level": 1.383580297, + "LDH_Level": 183.4752976, + "Calcium_Level": 9.004055678, + "Phosphorus_Level": 3.802609538, + "Glucose_Level": 132.1256307, + "Potassium_Level": 3.728621879, + "Sodium_Level": 140.3557252, + "Smoking_Pack_Years": 16.50264355 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.15852993, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.48463908, + "White_Blood_Cell_Count": 8.620737892, + "Platelet_Count": 203.6468687, + "Albumin_Level": 3.124379791, + "Alkaline_Phosphatase_Level": 115.114519, + "Alanine_Aminotransferase_Level": 32.19327226, + "Aspartate_Aminotransferase_Level": 30.66042216, + "Creatinine_Level": 0.596806658, + "LDH_Level": 126.2941354, + "Calcium_Level": 9.061779538, + "Phosphorus_Level": 3.540058297, + "Glucose_Level": 77.60113677, + "Potassium_Level": 4.153704243, + "Sodium_Level": 136.4770443, + "Smoking_Pack_Years": 12.44477237 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.78430966, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.24314981, + "White_Blood_Cell_Count": 4.610248108, + "Platelet_Count": 436.5095613, + "Albumin_Level": 4.559055421, + "Alkaline_Phosphatase_Level": 98.40323672, + "Alanine_Aminotransferase_Level": 33.98299957, + "Aspartate_Aminotransferase_Level": 28.95061062, + "Creatinine_Level": 0.952998885, + "LDH_Level": 230.8756285, + "Calcium_Level": 8.796420847, + "Phosphorus_Level": 3.897289018, + "Glucose_Level": 111.3230224, + "Potassium_Level": 3.524525434, + "Sodium_Level": 135.7242936, + "Smoking_Pack_Years": 75.06991578 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.67829806, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.5436595, + "White_Blood_Cell_Count": 6.384387724, + "Platelet_Count": 228.2932707, + "Albumin_Level": 3.76924226, + "Alkaline_Phosphatase_Level": 73.03016973, + "Alanine_Aminotransferase_Level": 24.10650256, + "Aspartate_Aminotransferase_Level": 11.75951473, + "Creatinine_Level": 0.921122215, + "LDH_Level": 117.1165454, + "Calcium_Level": 9.271195136, + "Phosphorus_Level": 2.850870892, + "Glucose_Level": 117.9030657, + "Potassium_Level": 4.875645161, + "Sodium_Level": 142.9708499, + "Smoking_Pack_Years": 6.380214512 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.97911769, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.44984561, + "White_Blood_Cell_Count": 4.874616419, + "Platelet_Count": 203.5897052, 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.19057507, + "White_Blood_Cell_Count": 6.019993464, + "Platelet_Count": 241.3084044, + "Albumin_Level": 3.691040264, + "Alkaline_Phosphatase_Level": 63.21023948, + "Alanine_Aminotransferase_Level": 35.10474096, + "Aspartate_Aminotransferase_Level": 27.63138713, + "Creatinine_Level": 0.845295229, + "LDH_Level": 157.5573007, + "Calcium_Level": 8.470389505, + "Phosphorus_Level": 3.90326836, + "Glucose_Level": 97.19183606, + "Potassium_Level": 4.949665367, + "Sodium_Level": 136.2640712, + "Smoking_Pack_Years": 71.98069482 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.72154491, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.1249885, + "White_Blood_Cell_Count": 3.890378655, + "Platelet_Count": 352.6143169, + "Albumin_Level": 3.712674672, + "Alkaline_Phosphatase_Level": 39.06328908, + "Alanine_Aminotransferase_Level": 11.69985314, + "Aspartate_Aminotransferase_Level": 37.97212198, + "Creatinine_Level": 1.047579763, + "LDH_Level": 248.8984423, + "Calcium_Level": 8.728105459, + "Phosphorus_Level": 4.631154129, + "Glucose_Level": 109.4228688, + "Potassium_Level": 3.951220844, + "Sodium_Level": 137.0785517, + "Smoking_Pack_Years": 49.04889733 + }, + { + "Age": 53, + "Gender": "Male", 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"Calcium_Level": 8.369898584, + "Phosphorus_Level": 4.935793471, + "Glucose_Level": 128.1342825, + "Potassium_Level": 3.872138179, + "Sodium_Level": 138.0802603, + "Smoking_Pack_Years": 96.71093167 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.04160158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.00378566, + "White_Blood_Cell_Count": 4.019758482, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.12496983, + "White_Blood_Cell_Count": 9.934034953, + "Platelet_Count": 287.4899225, + "Albumin_Level": 4.383431253, + "Alkaline_Phosphatase_Level": 38.84250671, + "Alanine_Aminotransferase_Level": 35.10799626, + "Aspartate_Aminotransferase_Level": 31.70849983, + "Creatinine_Level": 0.822743253, + "LDH_Level": 184.3894547, + "Calcium_Level": 8.170756512, + "Phosphorus_Level": 4.130242002, + "Glucose_Level": 113.3352214, + "Potassium_Level": 4.617290557, + "Sodium_Level": 142.9417539, + "Smoking_Pack_Years": 12.13692753 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.18261518, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.32751642, + "White_Blood_Cell_Count": 9.434789339, + "Platelet_Count": 320.0640439, + "Albumin_Level": 4.836288984, + "Alkaline_Phosphatase_Level": 46.49758625, + "Alanine_Aminotransferase_Level": 28.52074836, + "Aspartate_Aminotransferase_Level": 49.86687285, + "Creatinine_Level": 1.077756159, + "LDH_Level": 213.7505905, + "Calcium_Level": 9.193342288, + "Phosphorus_Level": 4.840120338, + "Glucose_Level": 90.17259864, + "Potassium_Level": 3.57641375, + "Sodium_Level": 136.052316, + "Smoking_Pack_Years": 87.40854262 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.8237491, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.86619849, + "White_Blood_Cell_Count": 8.325698565, + "Platelet_Count": 230.962792, + "Albumin_Level": 3.260475422, + "Alkaline_Phosphatase_Level": 52.86539727, + "Alanine_Aminotransferase_Level": 18.96622629, + "Aspartate_Aminotransferase_Level": 43.8360461, + "Creatinine_Level": 0.669284058, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.70933053, + "White_Blood_Cell_Count": 6.314475416, + "Platelet_Count": 250.3911687, + "Albumin_Level": 4.954680982, + "Alkaline_Phosphatase_Level": 84.24807719, + "Alanine_Aminotransferase_Level": 13.44426299, + "Aspartate_Aminotransferase_Level": 34.09652433, + "Creatinine_Level": 1.333415391, + "LDH_Level": 180.8556076, + "Calcium_Level": 9.871260655, + "Phosphorus_Level": 3.588638466, + "Glucose_Level": 141.066519, + "Potassium_Level": 4.935976805, + "Sodium_Level": 137.7810041, + "Smoking_Pack_Years": 54.30217229 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.35659612, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", 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{ + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.5925207, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.34691676, + "White_Blood_Cell_Count": 4.778835709, + "Platelet_Count": 257.3133969, + "Albumin_Level": 4.178408738, + "Alkaline_Phosphatase_Level": 79.33907838, + "Alanine_Aminotransferase_Level": 14.72952529, + "Aspartate_Aminotransferase_Level": 38.47786045, + "Creatinine_Level": 0.93619102, + "LDH_Level": 240.8655363, + "Calcium_Level": 8.938205599, + "Phosphorus_Level": 2.798039689, + "Glucose_Level": 124.9998128, + "Potassium_Level": 4.766453475, + "Sodium_Level": 144.6526045, + "Smoking_Pack_Years": 6.989204028 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.22690981, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.39113746, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.62184067, + "White_Blood_Cell_Count": 6.520309146, + "Platelet_Count": 399.2014653, + "Albumin_Level": 3.122985024, + "Alkaline_Phosphatase_Level": 89.16503527, + "Alanine_Aminotransferase_Level": 8.192945881, + "Aspartate_Aminotransferase_Level": 33.24618006, + "Creatinine_Level": 0.84301243, + "LDH_Level": 242.6465295, + "Calcium_Level": 8.718252191, + "Phosphorus_Level": 3.562677514, + "Glucose_Level": 106.308724, + "Potassium_Level": 3.859718075, + "Sodium_Level": 138.1573292, + "Smoking_Pack_Years": 68.80402387 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.31382381, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 19.71736662, + "Creatinine_Level": 1.007374436, + "LDH_Level": 146.1690985, + "Calcium_Level": 8.731664788, + "Phosphorus_Level": 2.88197944, + "Glucose_Level": 119.6059135, + "Potassium_Level": 4.101811801, + "Sodium_Level": 142.720374, + "Smoking_Pack_Years": 99.54256542 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.82261459, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.26542512, + "White_Blood_Cell_Count": 7.853092642, + "Platelet_Count": 227.8352664, + "Albumin_Level": 3.484371598, + "Alkaline_Phosphatase_Level": 69.64941414, + "Alanine_Aminotransferase_Level": 11.71299172, + "Aspartate_Aminotransferase_Level": 24.99457404, + "Creatinine_Level": 1.354490042, + "LDH_Level": 191.9881961, + "Calcium_Level": 9.554375872, + "Phosphorus_Level": 3.128769706, + "Glucose_Level": 127.3948021, + "Potassium_Level": 4.681795744, + "Sodium_Level": 143.7235501, + "Smoking_Pack_Years": 73.42863223 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.3140763, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.17262738, + "White_Blood_Cell_Count": 3.680931242, + "Platelet_Count": 248.3741725, + "Albumin_Level": 4.096237045, + "Alkaline_Phosphatase_Level": 37.6542086, + "Alanine_Aminotransferase_Level": 23.42070377, + "Aspartate_Aminotransferase_Level": 19.93160566, + "Creatinine_Level": 1.294458539, + "LDH_Level": 113.1009279, + "Calcium_Level": 10.29888097, + "Phosphorus_Level": 3.082090785, + "Glucose_Level": 142.9798162, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.89848296, + "White_Blood_Cell_Count": 7.842821626, + "Platelet_Count": 398.6534637, + "Albumin_Level": 3.762100427, + "Alkaline_Phosphatase_Level": 93.80620292, + "Alanine_Aminotransferase_Level": 23.51330788, + "Aspartate_Aminotransferase_Level": 46.96133388, + "Creatinine_Level": 1.472245504, + "LDH_Level": 239.4482061, + "Calcium_Level": 10.07820485, + "Phosphorus_Level": 4.093772945, + "Glucose_Level": 95.69756916, + "Potassium_Level": 4.316402766, + "Sodium_Level": 143.1319123, + "Smoking_Pack_Years": 2.768426716 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.49584317, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 72.63572165, + "Alanine_Aminotransferase_Level": 15.83950937, + "Aspartate_Aminotransferase_Level": 13.56736642, + "Creatinine_Level": 1.088192299, + "LDH_Level": 207.7438566, + "Calcium_Level": 9.470035767, + "Phosphorus_Level": 3.878310044, + "Glucose_Level": 120.0281872, + "Potassium_Level": 3.681074355, + "Sodium_Level": 137.6386684, + "Smoking_Pack_Years": 80.34473476 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.74583353, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.85976869, + "White_Blood_Cell_Count": 5.021236735, + "Platelet_Count": 336.0831407, + "Albumin_Level": 3.005653484, + "Alkaline_Phosphatase_Level": 111.6959304, + "Alanine_Aminotransferase_Level": 17.55237936, + "Aspartate_Aminotransferase_Level": 38.36720487, + "Creatinine_Level": 0.956841849, + "LDH_Level": 100.9675764, + "Calcium_Level": 8.644913787, + "Phosphorus_Level": 3.014549031, + "Glucose_Level": 85.02153553, + "Potassium_Level": 3.948461578, + "Sodium_Level": 137.8547753, + "Smoking_Pack_Years": 76.02091834 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.78550728, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.30142482, + "White_Blood_Cell_Count": 5.829070875, + "Platelet_Count": 333.7046214, + "Albumin_Level": 4.588364727, + "Alkaline_Phosphatase_Level": 116.5685769, + "Alanine_Aminotransferase_Level": 20.2570455, + "Aspartate_Aminotransferase_Level": 14.30933473, + "Creatinine_Level": 1.173273327, + "LDH_Level": 101.5893229, + "Calcium_Level": 10.42643882, + "Phosphorus_Level": 3.21987804, + "Glucose_Level": 110.8670552, + "Potassium_Level": 4.330590705, + "Sodium_Level": 137.5824065, + "Smoking_Pack_Years": 29.35871244 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.05502509, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.55254916, + "White_Blood_Cell_Count": 4.707139828, + "Platelet_Count": 390.2182801, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.42387504, + "White_Blood_Cell_Count": 9.555678245, + "Platelet_Count": 311.3383254, + "Albumin_Level": 4.116621193, + "Alkaline_Phosphatase_Level": 46.53107747, + "Alanine_Aminotransferase_Level": 8.737411241, + "Aspartate_Aminotransferase_Level": 36.61234327, + "Creatinine_Level": 0.547935219, + "LDH_Level": 245.6576295, + "Calcium_Level": 8.955163459, + "Phosphorus_Level": 4.990950722, + "Glucose_Level": 123.497744, + "Potassium_Level": 3.785364557, + "Sodium_Level": 136.5909193, + "Smoking_Pack_Years": 68.37629168 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.64715061, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.17152193, + "White_Blood_Cell_Count": 5.033083999, + "Platelet_Count": 163.9809878, + "Albumin_Level": 4.644582304, + "Alkaline_Phosphatase_Level": 117.8693579, + "Alanine_Aminotransferase_Level": 30.51407571, + "Aspartate_Aminotransferase_Level": 28.29350084, + "Creatinine_Level": 1.40017537, + "LDH_Level": 212.7165911, + "Calcium_Level": 8.746804621, + "Phosphorus_Level": 4.973814238, + "Glucose_Level": 113.968547, + "Potassium_Level": 3.614484605, + "Sodium_Level": 137.1887536, + "Smoking_Pack_Years": 30.75485808 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.36399911, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.34506261, + "White_Blood_Cell_Count": 6.879259174, + "Platelet_Count": 440.6660313, + "Albumin_Level": 3.215393542, + "Alkaline_Phosphatase_Level": 83.49591019, + "Alanine_Aminotransferase_Level": 22.7839941, + "Aspartate_Aminotransferase_Level": 18.95846793, + "Creatinine_Level": 0.867827931, + "LDH_Level": 116.5261583, + "Calcium_Level": 9.661815023, + "Phosphorus_Level": 3.707344488, + "Glucose_Level": 112.4252995, + "Potassium_Level": 4.961063506, + "Sodium_Level": 135.5130825, + "Smoking_Pack_Years": 65.1957609 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.17391998, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.20927439, + "White_Blood_Cell_Count": 8.810998038, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.09096776, + "White_Blood_Cell_Count": 4.824396043, + "Platelet_Count": 302.8454435, + "Albumin_Level": 4.074262308, + "Alkaline_Phosphatase_Level": 52.88229096, + "Alanine_Aminotransferase_Level": 31.21596918, + "Aspartate_Aminotransferase_Level": 26.52101862, + "Creatinine_Level": 1.1193231, + "LDH_Level": 187.5762616, + "Calcium_Level": 8.524029805, + "Phosphorus_Level": 3.032542621, + "Glucose_Level": 134.7535777, + "Potassium_Level": 3.81265099, + "Sodium_Level": 139.1792491, + "Smoking_Pack_Years": 0.876713238 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.17991965, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.85946121, + "White_Blood_Cell_Count": 9.989296085, + "Platelet_Count": 244.879612, + "Albumin_Level": 3.086394971, + "Alkaline_Phosphatase_Level": 59.46298925, + "Alanine_Aminotransferase_Level": 13.84951645, + "Aspartate_Aminotransferase_Level": 45.25964453, + "Creatinine_Level": 0.673540725, + "LDH_Level": 205.0671436, + "Calcium_Level": 9.950769048, + "Phosphorus_Level": 4.951342242, + "Glucose_Level": 149.3234796, + "Potassium_Level": 3.604614118, + "Sodium_Level": 137.7529434, + "Smoking_Pack_Years": 34.46932262 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.14452298, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.83361415, + "White_Blood_Cell_Count": 5.554752538, + "Platelet_Count": 424.2324941, + "Albumin_Level": 3.447110616, + "Alkaline_Phosphatase_Level": 104.8979726, + "Alanine_Aminotransferase_Level": 32.2570499, + "Aspartate_Aminotransferase_Level": 11.93625987, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.33898524, + "White_Blood_Cell_Count": 4.621436201, + "Platelet_Count": 247.6544466, + "Albumin_Level": 4.505555502, + "Alkaline_Phosphatase_Level": 115.0796594, + "Alanine_Aminotransferase_Level": 13.02597983, + "Aspartate_Aminotransferase_Level": 15.32194919, + "Creatinine_Level": 0.856128099, + "LDH_Level": 139.8446843, + "Calcium_Level": 9.492986287, + "Phosphorus_Level": 4.161437361, + "Glucose_Level": 134.590037, + "Potassium_Level": 4.751512124, + "Sodium_Level": 135.0386905, + "Smoking_Pack_Years": 18.0309304 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.60017974, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.67092297, + "White_Blood_Cell_Count": 5.116430896, + "Platelet_Count": 263.1915033, + "Albumin_Level": 3.566736605, + "Alkaline_Phosphatase_Level": 88.49067222, + "Alanine_Aminotransferase_Level": 27.74836636, + "Aspartate_Aminotransferase_Level": 31.99867252, + "Creatinine_Level": 0.831218594, + "LDH_Level": 165.9171356, + "Calcium_Level": 10.16479807, + "Phosphorus_Level": 4.719381533, + "Glucose_Level": 132.257785, + "Potassium_Level": 3.803607323, + "Sodium_Level": 140.808275, + "Smoking_Pack_Years": 3.673047102 + }, + { + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.66377487, + "White_Blood_Cell_Count": 8.174055218, + "Platelet_Count": 338.0296848, + "Albumin_Level": 4.201466905, + "Alkaline_Phosphatase_Level": 61.85494725, + "Alanine_Aminotransferase_Level": 14.04010478, + "Aspartate_Aminotransferase_Level": 16.0972498, + "Creatinine_Level": 1.235747115, + "LDH_Level": 104.0958956, + "Calcium_Level": 9.112139086, + "Phosphorus_Level": 3.869510065, + "Glucose_Level": 120.5549915, + "Potassium_Level": 3.93457553, + "Sodium_Level": 137.3177007, + "Smoking_Pack_Years": 89.74770878 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.39388298, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.04025583, + "White_Blood_Cell_Count": 6.084310984, + "Platelet_Count": 214.9965767, + "Albumin_Level": 4.110703882, + "Alkaline_Phosphatase_Level": 53.49808175, + "Alanine_Aminotransferase_Level": 34.97229151, + "Aspartate_Aminotransferase_Level": 39.40665039, + "Creatinine_Level": 0.582442654, + "LDH_Level": 227.6020146, + "Calcium_Level": 9.43400911, + "Phosphorus_Level": 4.287824163, + "Glucose_Level": 137.1077243, + "Potassium_Level": 4.638467806, + "Sodium_Level": 138.1427847, + "Smoking_Pack_Years": 70.3682991 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.12025948, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.64191965, + "White_Blood_Cell_Count": 5.200256723, + "Platelet_Count": 382.0932622, + "Albumin_Level": 3.823155123, + "Alkaline_Phosphatase_Level": 71.78857343, + "Alanine_Aminotransferase_Level": 14.98051765, + "Aspartate_Aminotransferase_Level": 49.12951066, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.27283723, + "White_Blood_Cell_Count": 4.339199102, + "Platelet_Count": 284.209003, + "Albumin_Level": 3.44943537, + "Alkaline_Phosphatase_Level": 78.54250949, + "Alanine_Aminotransferase_Level": 26.15825758, + "Aspartate_Aminotransferase_Level": 11.33408228, + "Creatinine_Level": 0.749338194, + "LDH_Level": 207.3320283, + "Calcium_Level": 8.547187997, + "Phosphorus_Level": 3.270612432, + "Glucose_Level": 90.67738912, + "Potassium_Level": 4.232272112, + "Sodium_Level": 141.4398818, + "Smoking_Pack_Years": 18.11635899 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.1639976, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 27.61934472, + "Creatinine_Level": 0.902295474, + "LDH_Level": 247.9741585, + "Calcium_Level": 9.605856164, + "Phosphorus_Level": 4.545134747, + "Glucose_Level": 140.8691152, + "Potassium_Level": 4.810330093, + "Sodium_Level": 137.6740939, + "Smoking_Pack_Years": 64.54369132 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.5604791, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 63, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.4206955, + "White_Blood_Cell_Count": 6.029804111, + "Platelet_Count": 305.7731525, + "Albumin_Level": 3.932306126, + "Alkaline_Phosphatase_Level": 95.75632338, + "Alanine_Aminotransferase_Level": 37.01574392, + "Aspartate_Aminotransferase_Level": 15.74786891, + "Creatinine_Level": 0.633291698, + "LDH_Level": 226.3964638, + "Calcium_Level": 10.35064946, + "Phosphorus_Level": 2.832746042, + "Glucose_Level": 104.3282499, + "Potassium_Level": 3.975271599, + "Sodium_Level": 139.7435618, + "Smoking_Pack_Years": 5.554637183 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.40569481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.1408899, + "White_Blood_Cell_Count": 7.584988677, + "Platelet_Count": 414.7660811, + "Albumin_Level": 3.671659068, + "Alkaline_Phosphatase_Level": 44.36767879, + "Alanine_Aminotransferase_Level": 11.19915892, + "Aspartate_Aminotransferase_Level": 19.97112454, + "Creatinine_Level": 0.685115018, + "LDH_Level": 133.048008, + "Calcium_Level": 9.508202611, + "Phosphorus_Level": 2.719790577, + "Glucose_Level": 84.61156063, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 32.3625754, + "Aspartate_Aminotransferase_Level": 16.97053772, + "Creatinine_Level": 0.521321796, + "LDH_Level": 157.5971052, + "Calcium_Level": 8.367259153, + "Phosphorus_Level": 2.82449982, + "Glucose_Level": 147.2645225, + "Potassium_Level": 4.261328597, + "Sodium_Level": 138.0667431, + "Smoking_Pack_Years": 30.37355101 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.35627029, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.09372489, + "White_Blood_Cell_Count": 7.571696611, + "Platelet_Count": 339.7178238, + "Albumin_Level": 3.449645657, + "Alkaline_Phosphatase_Level": 87.11280591, + "Alanine_Aminotransferase_Level": 21.10075873, + "Aspartate_Aminotransferase_Level": 32.37205974, + "Creatinine_Level": 0.548418576, + "LDH_Level": 111.6188315, + "Calcium_Level": 9.490794194, + "Phosphorus_Level": 4.423306049, + "Glucose_Level": 130.4845214, + "Potassium_Level": 4.072030049, + "Sodium_Level": 141.7688851, + "Smoking_Pack_Years": 94.00435156 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.42182527, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.31316615, + "White_Blood_Cell_Count": 5.827986892, + "Platelet_Count": 313.7895208, + "Albumin_Level": 3.653967822, + "Alkaline_Phosphatase_Level": 70.50042946, + "Alanine_Aminotransferase_Level": 32.15725225, + "Aspartate_Aminotransferase_Level": 10.44980564, + "Creatinine_Level": 0.592929957, + "LDH_Level": 209.2654931, + "Calcium_Level": 8.151872047, + "Phosphorus_Level": 2.913120999, + "Glucose_Level": 102.6360982, + "Potassium_Level": 4.505037918, + "Sodium_Level": 144.5317718, + "Smoking_Pack_Years": 53.3503486 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.44106688, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 11.03278572, + "Aspartate_Aminotransferase_Level": 10.10042853, + "Creatinine_Level": 1.121487916, + "LDH_Level": 172.9430932, + "Calcium_Level": 8.783232607, + "Phosphorus_Level": 3.733289705, + "Glucose_Level": 86.310076, + "Potassium_Level": 4.482969401, + "Sodium_Level": 135.5165398, + "Smoking_Pack_Years": 36.94758806 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.98085203, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.86512969, + "White_Blood_Cell_Count": 7.743072522, + "Platelet_Count": 159.73571, + "Albumin_Level": 4.121761979, + "Alkaline_Phosphatase_Level": 44.5176436, + "Alanine_Aminotransferase_Level": 5.72519897, + "Aspartate_Aminotransferase_Level": 45.76195318, + "Creatinine_Level": 1.017303302, + "LDH_Level": 228.0068542, + "Calcium_Level": 9.22829211, + "Phosphorus_Level": 4.64946995, + "Glucose_Level": 108.5094441, + "Potassium_Level": 3.562013652, + "Sodium_Level": 136.926739, + "Smoking_Pack_Years": 73.41239435 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.99828854, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.59931774, + "White_Blood_Cell_Count": 5.995169707, + "Platelet_Count": 424.049675, + "Albumin_Level": 3.000974272, + "Alkaline_Phosphatase_Level": 52.26134359, + "Alanine_Aminotransferase_Level": 31.53292228, + "Aspartate_Aminotransferase_Level": 48.80271155, + "Creatinine_Level": 1.236616061, + "LDH_Level": 163.6590723, + "Calcium_Level": 8.94459774, + "Phosphorus_Level": 4.652655049, + "Glucose_Level": 132.2790235, + "Potassium_Level": 4.159664361, + "Sodium_Level": 143.9792136, + "Smoking_Pack_Years": 7.04881857 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.45286884, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.47829098, + "White_Blood_Cell_Count": 9.912464655, + "Platelet_Count": 336.5602513, + "Albumin_Level": 3.425724271, + "Alkaline_Phosphatase_Level": 41.31140792, + "Alanine_Aminotransferase_Level": 12.7024548, + "Aspartate_Aminotransferase_Level": 12.46979641, + "Creatinine_Level": 0.810178457, + "LDH_Level": 129.6216258, + "Calcium_Level": 8.398144364, + "Phosphorus_Level": 3.02119515, + "Glucose_Level": 112.1423346, + "Potassium_Level": 4.692467445, + "Sodium_Level": 144.8516807, + "Smoking_Pack_Years": 35.08673472 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.23417209, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.92497097, + "White_Blood_Cell_Count": 5.056726557, + "Platelet_Count": 302.1579374, + "Albumin_Level": 3.017222082, + "Alkaline_Phosphatase_Level": 86.61894134, + "Alanine_Aminotransferase_Level": 24.87579157, + "Aspartate_Aminotransferase_Level": 19.46796234, + "Creatinine_Level": 1.478375984, + "LDH_Level": 106.7361536, + "Calcium_Level": 8.139153209, + "Phosphorus_Level": 3.908930957, + "Glucose_Level": 103.0009355, + "Potassium_Level": 4.977410351, + "Sodium_Level": 142.8910391, + "Smoking_Pack_Years": 34.44051885 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.09701783, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.48565592, + "White_Blood_Cell_Count": 4.812766579, + "Platelet_Count": 190.4026807, + "Albumin_Level": 4.207944677, + "Alkaline_Phosphatase_Level": 97.36313733, + "Alanine_Aminotransferase_Level": 6.140755939, + "Aspartate_Aminotransferase_Level": 26.10109217, + "Creatinine_Level": 0.788439014, + "LDH_Level": 178.0286011, + "Calcium_Level": 9.606877602, + "Phosphorus_Level": 3.187671788, + "Glucose_Level": 81.49205458, + "Potassium_Level": 4.330501954, + "Sodium_Level": 139.6977753, + "Smoking_Pack_Years": 2.473850303 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.16916307, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.34197924, + "White_Blood_Cell_Count": 8.072685402, + "Platelet_Count": 423.3214457, + "Albumin_Level": 3.77914173, + "Alkaline_Phosphatase_Level": 59.84299016, + "Alanine_Aminotransferase_Level": 16.50215727, + "Aspartate_Aminotransferase_Level": 41.32754748, + "Creatinine_Level": 0.968024182, + "LDH_Level": 164.4867226, + "Calcium_Level": 8.786117609, + "Phosphorus_Level": 4.463565897, + "Glucose_Level": 104.7988012, + "Potassium_Level": 4.253142521, + "Sodium_Level": 141.518377, + "Smoking_Pack_Years": 91.00623735 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.57682171, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.7594975, + "White_Blood_Cell_Count": 7.171563946, + "Platelet_Count": 283.7290852, + "Albumin_Level": 3.35966319, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.78835952, + "White_Blood_Cell_Count": 5.640560056, + "Platelet_Count": 249.2674714, + "Albumin_Level": 3.389065591, + "Alkaline_Phosphatase_Level": 74.61554434, + "Alanine_Aminotransferase_Level": 26.98313695, + "Aspartate_Aminotransferase_Level": 41.27675507, + "Creatinine_Level": 1.099062112, + "LDH_Level": 195.565112, + "Calcium_Level": 8.166649606, + "Phosphorus_Level": 3.660891575, + "Glucose_Level": 97.17382775, + "Potassium_Level": 4.373907069, + "Sodium_Level": 138.4415984, + "Smoking_Pack_Years": 84.37834066 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.78073695, + "White_Blood_Cell_Count": 9.05505214, + "Platelet_Count": 395.5170482, + "Albumin_Level": 4.566106372, + "Alkaline_Phosphatase_Level": 60.73796455, + "Alanine_Aminotransferase_Level": 13.17762595, + "Aspartate_Aminotransferase_Level": 20.13929359, + "Creatinine_Level": 1.05885558, + "LDH_Level": 222.880222, + "Calcium_Level": 9.440269512, + "Phosphorus_Level": 3.560129071, + "Glucose_Level": 77.28520971, + "Potassium_Level": 4.696379485, + "Sodium_Level": 139.9693164, + "Smoking_Pack_Years": 27.23557456 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.1320332, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.77004084, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.34308352, + "White_Blood_Cell_Count": 5.54786853, + "Platelet_Count": 386.6197426, + "Albumin_Level": 3.904881579, + "Alkaline_Phosphatase_Level": 104.98939, + "Alanine_Aminotransferase_Level": 34.68008702, + "Aspartate_Aminotransferase_Level": 15.61661887, + "Creatinine_Level": 0.773651714, + "LDH_Level": 152.7121853, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.86214276, + "White_Blood_Cell_Count": 8.56507816, + "Platelet_Count": 170.0096638, + "Albumin_Level": 4.595714373, + "Alkaline_Phosphatase_Level": 41.82749478, + "Alanine_Aminotransferase_Level": 6.103816722, + "Aspartate_Aminotransferase_Level": 23.29678413, + "Creatinine_Level": 1.488282105, + "LDH_Level": 161.0524392, + "Calcium_Level": 9.891970713, + "Phosphorus_Level": 2.502707154, + "Glucose_Level": 92.12342112, + "Potassium_Level": 3.564608174, + "Sodium_Level": 138.9490667, + "Smoking_Pack_Years": 52.32664068 + }, + { + "Age": 78, + "Gender": 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156.9070911, + "Calcium_Level": 8.720797864, + "Phosphorus_Level": 2.500198406, + "Glucose_Level": 108.9861997, + "Potassium_Level": 3.912193111, + "Sodium_Level": 142.2122484, + "Smoking_Pack_Years": 80.61713752 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.35902639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.18685716, + "White_Blood_Cell_Count": 5.633090089, + "Platelet_Count": 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107.1683461, + "Calcium_Level": 8.277987566, + "Phosphorus_Level": 4.949764353, + "Glucose_Level": 129.3405964, + "Potassium_Level": 4.161896919, + "Sodium_Level": 136.3141645, + "Smoking_Pack_Years": 59.08079906 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.93629231, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.41485109, + "White_Blood_Cell_Count": 5.423085518, + 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132.649346, + "Calcium_Level": 9.368318795, + "Phosphorus_Level": 4.54815072, + "Glucose_Level": 115.4112689, + "Potassium_Level": 4.546278165, + "Sodium_Level": 135.0558674, + "Smoking_Pack_Years": 37.71191113 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.98452004, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.64354739, + "White_Blood_Cell_Count": 4.362541888, + 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1.060497955, + "LDH_Level": 120.9620387, + "Calcium_Level": 10.0273446, + "Phosphorus_Level": 4.648441615, + "Glucose_Level": 93.21990588, + "Potassium_Level": 4.265984682, + "Sodium_Level": 141.4811672, + "Smoking_Pack_Years": 34.95317806 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.99393525, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.88226052, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.80481165, + "White_Blood_Cell_Count": 8.533301197, + "Platelet_Count": 396.7691513, + "Albumin_Level": 4.918126115, + "Alkaline_Phosphatase_Level": 90.25148157, + "Alanine_Aminotransferase_Level": 38.45962354, + "Aspartate_Aminotransferase_Level": 19.60761991, + "Creatinine_Level": 1.075709062, + "LDH_Level": 104.1138906, + "Calcium_Level": 10.24176733, + "Phosphorus_Level": 4.801399168, + "Glucose_Level": 123.1773466, + "Potassium_Level": 3.731334594, + "Sodium_Level": 143.9263394, + "Smoking_Pack_Years": 77.46026615 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.79341406, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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141.5708158, + "Smoking_Pack_Years": 75.55893414 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.79909918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.10731713, + "White_Blood_Cell_Count": 6.641761522, + "Platelet_Count": 281.4531116, + "Albumin_Level": 3.832095267, + "Alkaline_Phosphatase_Level": 58.66724679, + "Alanine_Aminotransferase_Level": 25.65586278, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.14727521, + "White_Blood_Cell_Count": 8.354939476, + "Platelet_Count": 373.1699961, + "Albumin_Level": 3.851887481, + "Alkaline_Phosphatase_Level": 112.2661569, + "Alanine_Aminotransferase_Level": 17.78596037, + "Aspartate_Aminotransferase_Level": 25.415678, + "Creatinine_Level": 0.781872797, + "LDH_Level": 189.0086333, + "Calcium_Level": 10.23230367, + "Phosphorus_Level": 4.600554199, + "Glucose_Level": 121.8950529, + "Potassium_Level": 4.341069654, + "Sodium_Level": 138.8622111, + "Smoking_Pack_Years": 41.72476074 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.29408199, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.12157239, + "White_Blood_Cell_Count": 8.456052688, + "Platelet_Count": 297.9003758, + "Albumin_Level": 3.191714827, + "Alkaline_Phosphatase_Level": 76.29315987, + "Alanine_Aminotransferase_Level": 30.06604519, + "Aspartate_Aminotransferase_Level": 32.10212684, + "Creatinine_Level": 0.882586519, + "LDH_Level": 228.7993303, + "Calcium_Level": 8.387791591, + "Phosphorus_Level": 4.703903143, + "Glucose_Level": 86.51592802, + "Potassium_Level": 4.908433187, + "Sodium_Level": 140.4265298, + "Smoking_Pack_Years": 29.17913464 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.21354665, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.05793214, + "White_Blood_Cell_Count": 9.106094171, + "Platelet_Count": 329.8336534, + "Albumin_Level": 4.4296397, + "Alkaline_Phosphatase_Level": 36.67085025, + "Alanine_Aminotransferase_Level": 14.0516273, + "Aspartate_Aminotransferase_Level": 38.39252831, + "Creatinine_Level": 0.711339335, + "LDH_Level": 194.1503878, + "Calcium_Level": 9.264585377, + "Phosphorus_Level": 4.481273789, + "Glucose_Level": 93.46582891, + "Potassium_Level": 4.968032361, + "Sodium_Level": 141.2769052, + "Smoking_Pack_Years": 45.56581363 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.20862005, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.01124242, + "White_Blood_Cell_Count": 9.458296994, + "Platelet_Count": 340.1763497, + "Albumin_Level": 3.131774538, + "Alkaline_Phosphatase_Level": 78.67951732, + "Alanine_Aminotransferase_Level": 11.19105344, + "Aspartate_Aminotransferase_Level": 24.13140777, + "Creatinine_Level": 0.689183886, + "LDH_Level": 203.7856254, + "Calcium_Level": 9.293211629, + "Phosphorus_Level": 4.04082863, + "Glucose_Level": 116.1791559, + "Potassium_Level": 3.692619268, + "Sodium_Level": 140.7731884, + "Smoking_Pack_Years": 63.12231347 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.97547184, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.37460365, + "White_Blood_Cell_Count": 8.135910372, + "Platelet_Count": 190.1088179, + "Albumin_Level": 3.53410058, + "Alkaline_Phosphatase_Level": 71.60841368, + 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"Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.57599783, + "White_Blood_Cell_Count": 4.321933177, + "Platelet_Count": 344.5525255, + "Albumin_Level": 4.347864122, + "Alkaline_Phosphatase_Level": 109.5127067, + "Alanine_Aminotransferase_Level": 27.50978767, + "Aspartate_Aminotransferase_Level": 29.1207836, + "Creatinine_Level": 0.92986068, + "LDH_Level": 142.1406663, + "Calcium_Level": 8.324441075, + "Phosphorus_Level": 2.886639967, + "Glucose_Level": 143.5664532, + "Potassium_Level": 4.115035216, + "Sodium_Level": 138.1577113, + "Smoking_Pack_Years": 47.76080059 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.93348738, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.14325824, + "White_Blood_Cell_Count": 7.704053088, + "Platelet_Count": 383.3825463, + "Albumin_Level": 4.877905487, + "Alkaline_Phosphatase_Level": 79.97025344, + "Alanine_Aminotransferase_Level": 27.20144023, + "Aspartate_Aminotransferase_Level": 44.9752342, + "Creatinine_Level": 0.620341527, + "LDH_Level": 156.5275782, + "Calcium_Level": 9.73912008, + "Phosphorus_Level": 4.589362755, + "Glucose_Level": 81.4600363, + "Potassium_Level": 4.416456034, + "Sodium_Level": 142.0428471, + "Smoking_Pack_Years": 46.74792745 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.03590767, + "Tumor_Location": 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115.6258559, + "Potassium_Level": 4.095948864, + "Sodium_Level": 142.9965685, + "Smoking_Pack_Years": 42.35054808 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.71408093, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.51859206, + "White_Blood_Cell_Count": 6.127596551, + "Platelet_Count": 344.9463788, + "Albumin_Level": 3.396925981, + "Alkaline_Phosphatase_Level": 54.92390932, + "Alanine_Aminotransferase_Level": 37.40961458, + "Aspartate_Aminotransferase_Level": 39.00519419, + "Creatinine_Level": 0.582981312, + "LDH_Level": 172.0476311, + "Calcium_Level": 9.426250428, + "Phosphorus_Level": 3.289805488, + "Glucose_Level": 102.1459224, + "Potassium_Level": 4.344064349, + "Sodium_Level": 135.8927052, + "Smoking_Pack_Years": 32.32749374 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.7551788, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.99046988, + "White_Blood_Cell_Count": 5.066907703, + "Platelet_Count": 359.834723, + "Albumin_Level": 3.534980722, + "Alkaline_Phosphatase_Level": 77.87128529, + "Alanine_Aminotransferase_Level": 26.13410528, + "Aspartate_Aminotransferase_Level": 21.56468396, + "Creatinine_Level": 1.027114162, + "LDH_Level": 103.7294492, + "Calcium_Level": 8.855250795, + "Phosphorus_Level": 4.807315589, + "Glucose_Level": 131.3014718, + "Potassium_Level": 4.664723696, + "Sodium_Level": 139.7277549, + "Smoking_Pack_Years": 59.9871182 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Tumor_Size_mm": 53.19498295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.18041148, + "White_Blood_Cell_Count": 5.972747112, + "Platelet_Count": 200.3158774, + "Albumin_Level": 4.037747751, + "Alkaline_Phosphatase_Level": 115.4868249, + "Alanine_Aminotransferase_Level": 31.6336611, + "Aspartate_Aminotransferase_Level": 41.12053749, + "Creatinine_Level": 0.529196711, + "LDH_Level": 246.2927447, + "Calcium_Level": 8.691236777, + "Phosphorus_Level": 4.146616876, + "Glucose_Level": 127.469623, + "Potassium_Level": 4.169966857, + "Sodium_Level": 143.9130194, + "Smoking_Pack_Years": 84.41228313 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.53256712, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.27337162, + "White_Blood_Cell_Count": 5.280020074, + "Platelet_Count": 269.957957, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.51673995, + "White_Blood_Cell_Count": 5.148012311, + "Platelet_Count": 435.1788523, + "Albumin_Level": 4.277085125, + "Alkaline_Phosphatase_Level": 42.30506863, + "Alanine_Aminotransferase_Level": 14.82760941, + "Aspartate_Aminotransferase_Level": 33.80206815, + "Creatinine_Level": 0.538065659, + "LDH_Level": 162.5717313, + "Calcium_Level": 8.542484411, + "Phosphorus_Level": 2.716414696, + "Glucose_Level": 109.1176708, + "Potassium_Level": 4.907550679, + "Sodium_Level": 141.126575, + "Smoking_Pack_Years": 32.46847881 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.29502947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.06702062, + "White_Blood_Cell_Count": 3.66594999, + "Platelet_Count": 263.6654937, + "Albumin_Level": 4.227403473, + "Alkaline_Phosphatase_Level": 52.43924992, + "Alanine_Aminotransferase_Level": 21.96694749, + "Aspartate_Aminotransferase_Level": 34.34444201, + "Creatinine_Level": 1.324941002, + "LDH_Level": 116.4675864, + "Calcium_Level": 8.620663149, + "Phosphorus_Level": 4.829229919, + "Glucose_Level": 77.3229527, + "Potassium_Level": 4.388264717, + "Sodium_Level": 141.5337033, + "Smoking_Pack_Years": 4.886210929 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.38991887, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.62704478, + "White_Blood_Cell_Count": 9.622936757, + "Platelet_Count": 168.6774081, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.45687383, + "White_Blood_Cell_Count": 9.578055338, + "Platelet_Count": 415.7788474, + "Albumin_Level": 4.508498791, + "Alkaline_Phosphatase_Level": 40.61791021, + "Alanine_Aminotransferase_Level": 10.85979761, + "Aspartate_Aminotransferase_Level": 29.3818968, + "Creatinine_Level": 1.278398198, + "LDH_Level": 134.8157923, + "Calcium_Level": 8.864203842, + "Phosphorus_Level": 3.397383563, + "Glucose_Level": 104.4922314, + "Potassium_Level": 4.426068622, + "Sodium_Level": 144.747228, + "Smoking_Pack_Years": 68.0383374 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.39719708, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.09411317, + "White_Blood_Cell_Count": 6.521474579, + "Platelet_Count": 157.4854958, + "Albumin_Level": 3.4858917, + "Alkaline_Phosphatase_Level": 31.33530632, + "Alanine_Aminotransferase_Level": 16.20163829, + "Aspartate_Aminotransferase_Level": 19.65114483, + "Creatinine_Level": 1.011660861, + "LDH_Level": 136.8212109, + "Calcium_Level": 8.73090936, + "Phosphorus_Level": 2.734205762, + "Glucose_Level": 83.62112104, + "Potassium_Level": 4.113738263, + "Sodium_Level": 136.5224995, + "Smoking_Pack_Years": 23.96164343 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.58748307, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.68951071, + "White_Blood_Cell_Count": 3.749211123, + "Platelet_Count": 267.799742, + "Albumin_Level": 4.122076998, + "Alkaline_Phosphatase_Level": 83.62618183, + "Alanine_Aminotransferase_Level": 35.25414559, + "Aspartate_Aminotransferase_Level": 29.93946088, + "Creatinine_Level": 0.608581507, + "LDH_Level": 157.2312827, + "Calcium_Level": 8.349082405, + "Phosphorus_Level": 4.549916733, + "Glucose_Level": 135.1177686, + "Potassium_Level": 4.743675014, + "Sodium_Level": 136.5899732, + "Smoking_Pack_Years": 86.50327414 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.62833383, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.85298467, + "White_Blood_Cell_Count": 4.622532161, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.69349994, + "White_Blood_Cell_Count": 4.311257391, + "Platelet_Count": 192.7642254, + "Albumin_Level": 4.08755442, + "Alkaline_Phosphatase_Level": 104.8271102, + "Alanine_Aminotransferase_Level": 22.32077288, + "Aspartate_Aminotransferase_Level": 10.95220003, + "Creatinine_Level": 0.880536547, + "LDH_Level": 222.7137487, + "Calcium_Level": 9.76284211, + "Phosphorus_Level": 4.076956417, + "Glucose_Level": 91.97618428, + "Potassium_Level": 4.84218428, + "Sodium_Level": 140.3568877, + "Smoking_Pack_Years": 73.82727569 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.45609612, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "African 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}, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.5921316, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.23289862, + "White_Blood_Cell_Count": 9.57708544, + "Platelet_Count": 264.7668197, + "Albumin_Level": 3.862319052, + "Alkaline_Phosphatase_Level": 65.26898122, + "Alanine_Aminotransferase_Level": 29.85507951, + "Aspartate_Aminotransferase_Level": 35.85464049, + "Creatinine_Level": 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"White_Blood_Cell_Count": 4.537435705, + "Platelet_Count": 287.2626256, + "Albumin_Level": 3.617686481, + "Alkaline_Phosphatase_Level": 37.97301751, + "Alanine_Aminotransferase_Level": 13.9527643, + "Aspartate_Aminotransferase_Level": 38.18927207, + "Creatinine_Level": 0.801836681, + "LDH_Level": 117.6407436, + "Calcium_Level": 9.446401864, + "Phosphorus_Level": 4.461849622, + "Glucose_Level": 132.1789098, + "Potassium_Level": 3.695910448, + "Sodium_Level": 143.6045771, + "Smoking_Pack_Years": 45.4918586 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.67053623, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.57996405, + "White_Blood_Cell_Count": 7.130070278, + "Platelet_Count": 283.9899192, + "Albumin_Level": 3.265695768, + "Alkaline_Phosphatase_Level": 71.60179578, + "Alanine_Aminotransferase_Level": 38.6185505, + "Aspartate_Aminotransferase_Level": 18.74303374, + "Creatinine_Level": 1.070907659, + "LDH_Level": 128.3728071, + "Calcium_Level": 10.08884788, + "Phosphorus_Level": 2.703420618, + "Glucose_Level": 99.55036199, + "Potassium_Level": 4.416197209, + "Sodium_Level": 137.4602235, + "Smoking_Pack_Years": 92.69905443 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.15336272, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 4.860514359 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.40090762, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.86605305, + "White_Blood_Cell_Count": 8.228781654, + "Platelet_Count": 338.7763449, + "Albumin_Level": 4.804181602, + "Alkaline_Phosphatase_Level": 65.34308903, + "Alanine_Aminotransferase_Level": 33.63823682, + 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"Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.58166115, + "White_Blood_Cell_Count": 9.757759188, + "Platelet_Count": 188.8487054, + "Albumin_Level": 3.058321348, + "Alkaline_Phosphatase_Level": 57.43080349, + "Alanine_Aminotransferase_Level": 16.2081795, + "Aspartate_Aminotransferase_Level": 15.73024008, + "Creatinine_Level": 1.219334937, + "LDH_Level": 180.9097065, + "Calcium_Level": 8.108483578, + "Phosphorus_Level": 3.236104593, + "Glucose_Level": 146.649552, + "Potassium_Level": 4.497605949, + "Sodium_Level": 141.0011547, + "Smoking_Pack_Years": 11.702491 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.05346629, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.89258052, + "White_Blood_Cell_Count": 4.856184451, + "Platelet_Count": 340.5216548, + "Albumin_Level": 4.4466778, + "Alkaline_Phosphatase_Level": 52.89167977, + "Alanine_Aminotransferase_Level": 10.42883337, + "Aspartate_Aminotransferase_Level": 28.21018154, + "Creatinine_Level": 0.898734614, + "LDH_Level": 185.2853063, + "Calcium_Level": 8.616074184, + "Phosphorus_Level": 4.077405008, + "Glucose_Level": 130.3358765, + "Potassium_Level": 4.253299624, + "Sodium_Level": 144.7232378, + "Smoking_Pack_Years": 81.92090529 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.01959466, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.17558123, + "White_Blood_Cell_Count": 4.877194296, + "Platelet_Count": 181.5220871, + "Albumin_Level": 3.6324183, + "Alkaline_Phosphatase_Level": 31.8675071, + "Alanine_Aminotransferase_Level": 19.21596978, + "Aspartate_Aminotransferase_Level": 45.96076603, + "Creatinine_Level": 1.44683021, + "LDH_Level": 151.5500594, + "Calcium_Level": 10.36214764, + "Phosphorus_Level": 4.596707116, + "Glucose_Level": 108.7598112, + "Potassium_Level": 3.716743858, + "Sodium_Level": 136.6934353, + "Smoking_Pack_Years": 3.329559107 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.76185248, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.15623333, + "White_Blood_Cell_Count": 8.750216012, + "Platelet_Count": 428.8043493, + "Albumin_Level": 4.90511377, + "Alkaline_Phosphatase_Level": 65.13458081, + "Alanine_Aminotransferase_Level": 13.74762039, + "Aspartate_Aminotransferase_Level": 10.7636253, + "Creatinine_Level": 1.053912956, + "LDH_Level": 110.2892949, + "Calcium_Level": 9.993127535, + "Phosphorus_Level": 2.824869957, + "Glucose_Level": 145.5797004, + "Potassium_Level": 4.849340908, + "Sodium_Level": 135.8946156, + "Smoking_Pack_Years": 5.827173269 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.72013032, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.58424578, + "White_Blood_Cell_Count": 8.597580706, + "Platelet_Count": 444.6667924, + "Albumin_Level": 3.318771404, + "Alkaline_Phosphatase_Level": 112.2759229, + "Alanine_Aminotransferase_Level": 24.53587807, + "Aspartate_Aminotransferase_Level": 30.87284744, + "Creatinine_Level": 0.781565185, + "LDH_Level": 184.1093006, + "Calcium_Level": 9.430145637, + "Phosphorus_Level": 3.993601195, + "Glucose_Level": 123.1986555, + "Potassium_Level": 4.623938975, + "Sodium_Level": 140.4875848, + "Smoking_Pack_Years": 17.82986423 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.50855992, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.90266005, + "White_Blood_Cell_Count": 8.627684653, + "Platelet_Count": 239.2341329, + "Albumin_Level": 3.237168396, + "Alkaline_Phosphatase_Level": 64.90352584, + "Alanine_Aminotransferase_Level": 29.29480919, + "Aspartate_Aminotransferase_Level": 22.43735505, + "Creatinine_Level": 1.434005477, + "LDH_Level": 164.744454, + "Calcium_Level": 10.21816725, + "Phosphorus_Level": 3.61256135, + "Glucose_Level": 144.7137555, + "Potassium_Level": 4.986927767, + "Sodium_Level": 140.3905444, + "Smoking_Pack_Years": 45.18177739 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.71846225, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.49609838, + "White_Blood_Cell_Count": 3.769827237, + "Platelet_Count": 309.4017667, + "Albumin_Level": 3.271046002, + "Alkaline_Phosphatase_Level": 60.82364908, + "Alanine_Aminotransferase_Level": 10.0210562, + "Aspartate_Aminotransferase_Level": 43.50041086, + "Creatinine_Level": 0.676886362, + "LDH_Level": 170.2705655, + "Calcium_Level": 10.41461742, + "Phosphorus_Level": 2.578228326, + "Glucose_Level": 100.1682483, + "Potassium_Level": 3.56933978, + "Sodium_Level": 141.6523407, + "Smoking_Pack_Years": 13.82794459 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.1753333, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.57698934, + "White_Blood_Cell_Count": 5.526342037, + "Platelet_Count": 251.5774758, + "Albumin_Level": 4.658408005, + "Alkaline_Phosphatase_Level": 108.0479162, + "Alanine_Aminotransferase_Level": 8.864427965, + "Aspartate_Aminotransferase_Level": 30.46432274, + "Creatinine_Level": 0.753123831, + "LDH_Level": 171.5112708, + "Calcium_Level": 9.451724269, + "Phosphorus_Level": 3.467867672, + "Glucose_Level": 73.98310009, + "Potassium_Level": 4.441957308, + "Sodium_Level": 144.1131575, + "Smoking_Pack_Years": 36.24053367 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.86654808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.71863119, + "White_Blood_Cell_Count": 9.76316792, + "Platelet_Count": 332.4186215, + "Albumin_Level": 4.658852981, + "Alkaline_Phosphatase_Level": 88.9850352, + "Alanine_Aminotransferase_Level": 14.07652784, + "Aspartate_Aminotransferase_Level": 17.93285419, + "Creatinine_Level": 1.48872835, + "LDH_Level": 161.0546677, + "Calcium_Level": 10.26649638, + "Phosphorus_Level": 3.421475929, + "Glucose_Level": 70.30344474, + "Potassium_Level": 3.849750484, + "Sodium_Level": 142.4225738, + "Smoking_Pack_Years": 84.45848294 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.31562283, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.95846159, + "White_Blood_Cell_Count": 8.842805176, + "Platelet_Count": 203.7672409, + "Albumin_Level": 3.575441063, + "Alkaline_Phosphatase_Level": 55.36538914, + "Alanine_Aminotransferase_Level": 18.9709289, + "Aspartate_Aminotransferase_Level": 31.91609406, + "Creatinine_Level": 0.684568488, + "LDH_Level": 161.6236334, + "Calcium_Level": 9.689467066, + "Phosphorus_Level": 3.83618984, + "Glucose_Level": 93.77694808, + "Potassium_Level": 3.712321844, + "Sodium_Level": 139.2442173, + "Smoking_Pack_Years": 95.92384643 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.65396003, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.26950125, + "White_Blood_Cell_Count": 8.486485995, + "Platelet_Count": 262.2411398, + "Albumin_Level": 3.288800376, + "Alkaline_Phosphatase_Level": 94.41865222, + "Alanine_Aminotransferase_Level": 27.44486436, + "Aspartate_Aminotransferase_Level": 47.08559046, + "Creatinine_Level": 1.480362879, + "LDH_Level": 121.6026697, + "Calcium_Level": 10.29548844, + "Phosphorus_Level": 4.688869784, + "Glucose_Level": 90.42349446, + "Potassium_Level": 3.527839508, + "Sodium_Level": 135.6499802, + "Smoking_Pack_Years": 28.66509642 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.88826466, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.73161447, + "White_Blood_Cell_Count": 4.115285299, + "Platelet_Count": 428.5050973, + "Albumin_Level": 3.429512369, + "Alkaline_Phosphatase_Level": 78.8910193, + "Alanine_Aminotransferase_Level": 38.3111978, + "Aspartate_Aminotransferase_Level": 49.74544454, + "Creatinine_Level": 0.814639253, + "LDH_Level": 127.3925394, + "Calcium_Level": 9.691089277, + "Phosphorus_Level": 3.525795096, + "Glucose_Level": 76.44685545, + "Potassium_Level": 4.623743728, + "Sodium_Level": 142.5648316, + "Smoking_Pack_Years": 83.53897665 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.00556445, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.12887481, + "White_Blood_Cell_Count": 7.681324775, + "Platelet_Count": 420.6218157, + "Albumin_Level": 3.584690146, + "Alkaline_Phosphatase_Level": 65.34853, + "Alanine_Aminotransferase_Level": 19.86937276, + "Aspartate_Aminotransferase_Level": 49.33656359, + "Creatinine_Level": 1.220015866, + "LDH_Level": 120.1955137, + "Calcium_Level": 8.576826292, + "Phosphorus_Level": 3.124750419, + "Glucose_Level": 72.62663394, + "Potassium_Level": 4.953950828, + "Sodium_Level": 135.0732862, + "Smoking_Pack_Years": 43.66063401 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 82.02063794, + "Alanine_Aminotransferase_Level": 6.269296661, + "Aspartate_Aminotransferase_Level": 29.0883144, + "Creatinine_Level": 0.545712082, + "LDH_Level": 136.7996472, + "Calcium_Level": 8.851041466, + "Phosphorus_Level": 4.658558833, + "Glucose_Level": 137.0055358, + "Potassium_Level": 4.878228306, + "Sodium_Level": 137.1119616, + "Smoking_Pack_Years": 65.97616664 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.77655167, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.52291513, + "White_Blood_Cell_Count": 6.965560434, + "Platelet_Count": 364.9702867, + "Albumin_Level": 3.207953221, + "Alkaline_Phosphatase_Level": 49.82157362, + "Alanine_Aminotransferase_Level": 39.98894376, + "Aspartate_Aminotransferase_Level": 15.43519026, + "Creatinine_Level": 0.89645478, + "LDH_Level": 227.0222291, + "Calcium_Level": 9.525890399, + "Phosphorus_Level": 2.549026028, + "Glucose_Level": 106.3862311, + "Potassium_Level": 4.102144362, + "Sodium_Level": 135.1819808, + "Smoking_Pack_Years": 6.958809049 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.86889667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.35349383, + "White_Blood_Cell_Count": 8.931812747, + "Platelet_Count": 156.4166015, + "Albumin_Level": 3.292768221, + "Alkaline_Phosphatase_Level": 78.30925059, + "Alanine_Aminotransferase_Level": 23.01788062, + "Aspartate_Aminotransferase_Level": 24.04161384, + "Creatinine_Level": 1.083671232, + "LDH_Level": 204.2548261, + "Calcium_Level": 8.274012607, + "Phosphorus_Level": 2.72087219, + "Glucose_Level": 136.5410156, + "Potassium_Level": 4.640843961, + "Sodium_Level": 135.5870576, + "Smoking_Pack_Years": 3.619758063 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.28702695, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.34839585, + "White_Blood_Cell_Count": 5.425196222, + "Platelet_Count": 292.613158, + "Albumin_Level": 3.000970646, + "Alkaline_Phosphatase_Level": 42.00785854, + "Alanine_Aminotransferase_Level": 38.60951816, + "Aspartate_Aminotransferase_Level": 21.75207396, + "Creatinine_Level": 1.123559873, + "LDH_Level": 112.8097281, + "Calcium_Level": 8.87350324, + "Phosphorus_Level": 2.78924323, + "Glucose_Level": 123.3361338, + "Potassium_Level": 4.592697241, + "Sodium_Level": 139.8649959, + "Smoking_Pack_Years": 35.10291158 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.78759282, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.02361108, + "White_Blood_Cell_Count": 5.143088225, + "Platelet_Count": 395.3485251, + "Albumin_Level": 3.012207284, + "Alkaline_Phosphatase_Level": 85.69134628, + "Alanine_Aminotransferase_Level": 28.48256604, + "Aspartate_Aminotransferase_Level": 35.40695122, + "Creatinine_Level": 0.959631346, + "LDH_Level": 109.8876327, + "Calcium_Level": 10.18570504, + "Phosphorus_Level": 3.190626323, + "Glucose_Level": 90.8508867, + "Potassium_Level": 4.875233185, + "Sodium_Level": 135.6455506, + "Smoking_Pack_Years": 93.31945384 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": 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10.01276904, + "Phosphorus_Level": 4.086182205, + "Glucose_Level": 101.6848895, + "Potassium_Level": 3.876914042, + "Sodium_Level": 142.0587719, + "Smoking_Pack_Years": 79.0284904 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.90285217, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.99200756, + "White_Blood_Cell_Count": 8.413211904, + "Platelet_Count": 190.0218861, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.69299215, + "White_Blood_Cell_Count": 8.351110142, + "Platelet_Count": 381.8782606, + "Albumin_Level": 4.827031377, + "Alkaline_Phosphatase_Level": 77.52877162, + "Alanine_Aminotransferase_Level": 17.00313311, + "Aspartate_Aminotransferase_Level": 12.89400342, + "Creatinine_Level": 1.440026289, + "LDH_Level": 123.7866656, + "Calcium_Level": 8.313265922, + "Phosphorus_Level": 2.892248456, + "Glucose_Level": 95.85257903, + "Potassium_Level": 3.810155676, + "Sodium_Level": 136.7637888, + "Smoking_Pack_Years": 9.675031513 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.381830603, + "Phosphorus_Level": 3.60685769, + "Glucose_Level": 120.0539311, + "Potassium_Level": 4.163817134, + "Sodium_Level": 137.0449437, + "Smoking_Pack_Years": 86.51538376 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.5350049, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.90422769, + "White_Blood_Cell_Count": 9.573586308, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.14367512, + "White_Blood_Cell_Count": 7.559274208, + "Platelet_Count": 285.9808666, + "Albumin_Level": 3.347170122, + "Alkaline_Phosphatase_Level": 30.68416858, + "Alanine_Aminotransferase_Level": 6.003007095, + "Aspartate_Aminotransferase_Level": 38.13422269, + "Creatinine_Level": 1.30830358, + "LDH_Level": 155.8091851, + "Calcium_Level": 9.037863627, + "Phosphorus_Level": 3.95270468, + "Glucose_Level": 144.151928, + "Potassium_Level": 4.009653073, + "Sodium_Level": 138.2250812, + "Smoking_Pack_Years": 88.52230024 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.19575184, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.88384578, + "White_Blood_Cell_Count": 8.710971246, + "Platelet_Count": 301.5955767, + "Albumin_Level": 4.042668056, + "Alkaline_Phosphatase_Level": 81.89758811, + "Alanine_Aminotransferase_Level": 24.72083922, + "Aspartate_Aminotransferase_Level": 30.71303766, + "Creatinine_Level": 0.887358564, + "LDH_Level": 140.4441762, + "Calcium_Level": 10.32627103, + "Phosphorus_Level": 3.139199528, + "Glucose_Level": 101.0129789, + "Potassium_Level": 4.071724825, + "Sodium_Level": 139.8361283, + "Smoking_Pack_Years": 7.232487684 + }, + { + "Age": 68, + "Gender": 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"LDH_Level": 101.0990472, + "Calcium_Level": 8.198722599, + "Phosphorus_Level": 4.523403089, + "Glucose_Level": 73.59814428, + "Potassium_Level": 3.832009012, + "Sodium_Level": 144.7826261, + "Smoking_Pack_Years": 23.11179159 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.25437024, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.19821423, + "White_Blood_Cell_Count": 9.564780084, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.03994145, + "White_Blood_Cell_Count": 9.356402303, + "Platelet_Count": 346.787129, + "Albumin_Level": 4.838971589, + "Alkaline_Phosphatase_Level": 46.17945681, + "Alanine_Aminotransferase_Level": 14.11530151, + "Aspartate_Aminotransferase_Level": 28.48600334, + "Creatinine_Level": 0.711051079, + "LDH_Level": 101.9197566, + "Calcium_Level": 9.979188556, + "Phosphorus_Level": 3.236319815, + "Glucose_Level": 124.6297713, + "Potassium_Level": 4.489387737, + "Sodium_Level": 144.9994823, + "Smoking_Pack_Years": 4.291676508 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.77166564, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.79188785, + "White_Blood_Cell_Count": 4.448806832, + "Platelet_Count": 271.1427003, + "Albumin_Level": 4.071108482, + "Alkaline_Phosphatase_Level": 74.40396271, + "Alanine_Aminotransferase_Level": 11.01060294, + "Aspartate_Aminotransferase_Level": 11.48240804, + "Creatinine_Level": 0.854124867, + "LDH_Level": 180.6057162, + "Calcium_Level": 10.12055299, + "Phosphorus_Level": 2.790970664, + "Glucose_Level": 100.4680791, + "Potassium_Level": 4.190488447, + "Sodium_Level": 144.1842228, + "Smoking_Pack_Years": 67.63281793 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.78198698, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.90078911, + "White_Blood_Cell_Count": 9.684084717, + "Platelet_Count": 339.86573, + "Albumin_Level": 4.30984628, + "Alkaline_Phosphatase_Level": 53.7480149, + "Alanine_Aminotransferase_Level": 37.79291711, + "Aspartate_Aminotransferase_Level": 14.3693091, + "Creatinine_Level": 1.473670551, + "LDH_Level": 172.7469534, + "Calcium_Level": 10.45375456, + "Phosphorus_Level": 4.53381841, + "Glucose_Level": 73.97362197, + "Potassium_Level": 3.659897942, + "Sodium_Level": 141.8364287, + "Smoking_Pack_Years": 42.44027133 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.2432436, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.35423532, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.96483292, + "White_Blood_Cell_Count": 5.003661793, + "Platelet_Count": 185.5637174, + "Albumin_Level": 3.317481966, + "Alkaline_Phosphatase_Level": 92.02453991, + "Alanine_Aminotransferase_Level": 21.07111951, + "Aspartate_Aminotransferase_Level": 22.52151719, + "Creatinine_Level": 1.146828818, + "LDH_Level": 201.6664473, + "Calcium_Level": 9.026028416, + "Phosphorus_Level": 4.497370129, + "Glucose_Level": 77.3616669, + "Potassium_Level": 4.400564471, + "Sodium_Level": 136.0860086, + "Smoking_Pack_Years": 0.413821623 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.71512588, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.8803279, + "White_Blood_Cell_Count": 9.532218476, + "Platelet_Count": 381.1292076, + "Albumin_Level": 3.070586477, + "Alkaline_Phosphatase_Level": 107.7121697, + "Alanine_Aminotransferase_Level": 14.89798592, + "Aspartate_Aminotransferase_Level": 10.82554108, + "Creatinine_Level": 0.756026865, + "LDH_Level": 105.8841821, + "Calcium_Level": 8.270779925, + "Phosphorus_Level": 4.608624399, + "Glucose_Level": 82.12051957, + "Potassium_Level": 3.539972968, + "Sodium_Level": 137.8934257, + "Smoking_Pack_Years": 32.45026472 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.07519225, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.78345328, + "White_Blood_Cell_Count": 9.600348538, + "Platelet_Count": 293.5030533, + "Albumin_Level": 4.497734438, + "Alkaline_Phosphatase_Level": 42.38307355, + "Alanine_Aminotransferase_Level": 35.8925172, + "Aspartate_Aminotransferase_Level": 29.05620734, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.96083419, + "White_Blood_Cell_Count": 7.117602769, + "Platelet_Count": 178.118868, + "Albumin_Level": 4.747680929, + "Alkaline_Phosphatase_Level": 59.13889695, + "Alanine_Aminotransferase_Level": 11.5088997, + "Aspartate_Aminotransferase_Level": 40.88439645, + "Creatinine_Level": 0.579031595, + "LDH_Level": 247.5693616, + "Calcium_Level": 9.814985959, + "Phosphorus_Level": 3.124275167, + "Glucose_Level": 138.1520995, + "Potassium_Level": 3.965704593, + "Sodium_Level": 138.7961447, + "Smoking_Pack_Years": 12.49268268 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.19255316, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 42, 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38.81740638 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.70764825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.53777014, + "White_Blood_Cell_Count": 3.870493967, + "Platelet_Count": 400.3084153, + "Albumin_Level": 3.58281306, + "Alkaline_Phosphatase_Level": 59.97574752, + "Alanine_Aminotransferase_Level": 27.72813269, + "Aspartate_Aminotransferase_Level": 31.09661026, + 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"White_Blood_Cell_Count": 8.718288928, + "Platelet_Count": 151.1268524, + "Albumin_Level": 4.745368052, + "Alkaline_Phosphatase_Level": 69.13346392, + "Alanine_Aminotransferase_Level": 5.540167075, + "Aspartate_Aminotransferase_Level": 34.38009909, + "Creatinine_Level": 0.523758644, + "LDH_Level": 148.213245, + "Calcium_Level": 9.202903938, + "Phosphorus_Level": 4.32206522, + "Glucose_Level": 133.0505938, + "Potassium_Level": 4.78207947, + "Sodium_Level": 140.3094637, + "Smoking_Pack_Years": 5.714144017 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.02563095, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.12029788, + "White_Blood_Cell_Count": 4.999728281, + "Platelet_Count": 350.168456, + "Albumin_Level": 4.472892375, + "Alkaline_Phosphatase_Level": 59.04515645, + "Alanine_Aminotransferase_Level": 36.44271083, + "Aspartate_Aminotransferase_Level": 32.98457114, + "Creatinine_Level": 0.809271179, + "LDH_Level": 156.8715394, + "Calcium_Level": 9.157390416, + "Phosphorus_Level": 3.708154092, + "Glucose_Level": 90.14110151, + "Potassium_Level": 4.226617143, + "Sodium_Level": 143.3726817, + "Smoking_Pack_Years": 63.66899343 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.60030949, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.34831408, + "White_Blood_Cell_Count": 8.710652246, + "Platelet_Count": 184.1182324, + "Albumin_Level": 4.695800009, + "Alkaline_Phosphatase_Level": 64.56071858, + "Alanine_Aminotransferase_Level": 19.20094335, + "Aspartate_Aminotransferase_Level": 31.06762661, + "Creatinine_Level": 0.723519134, + "LDH_Level": 112.9843761, + "Calcium_Level": 9.468183836, + "Phosphorus_Level": 4.051569351, + "Glucose_Level": 114.2031993, + "Potassium_Level": 3.78810546, + "Sodium_Level": 143.4321232, + "Smoking_Pack_Years": 93.22315604 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.99778372, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.87308704, + "White_Blood_Cell_Count": 9.508135258, + "Platelet_Count": 444.9276692, + "Albumin_Level": 3.316819364, + "Alkaline_Phosphatase_Level": 53.46836774, + "Alanine_Aminotransferase_Level": 24.19626216, + "Aspartate_Aminotransferase_Level": 20.60418239, + "Creatinine_Level": 1.013814338, + "LDH_Level": 181.921233, + "Calcium_Level": 9.210305016, + "Phosphorus_Level": 4.973317899, + "Glucose_Level": 71.0785419, + "Potassium_Level": 3.856164747, + "Sodium_Level": 144.828394, + "Smoking_Pack_Years": 11.49230929 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.05020789, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.88431725, + "White_Blood_Cell_Count": 6.000515857, + "Platelet_Count": 227.3146402, + "Albumin_Level": 4.029602802, + "Alkaline_Phosphatase_Level": 87.3376225, + "Alanine_Aminotransferase_Level": 12.97565924, + "Aspartate_Aminotransferase_Level": 27.49637017, + "Creatinine_Level": 1.118175816, + "LDH_Level": 172.7825852, + "Calcium_Level": 10.20757002, + "Phosphorus_Level": 3.268058053, + "Glucose_Level": 85.85639067, + "Potassium_Level": 3.875130138, + "Sodium_Level": 139.213063, + "Smoking_Pack_Years": 89.22751168 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.89063615, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.89182282, + "White_Blood_Cell_Count": 9.447877532, + "Platelet_Count": 422.3183, + "Albumin_Level": 4.299795265, + "Alkaline_Phosphatase_Level": 100.4068473, + "Alanine_Aminotransferase_Level": 28.47258435, + "Aspartate_Aminotransferase_Level": 31.51077113, + "Creatinine_Level": 0.573204871, + "LDH_Level": 188.104229, + "Calcium_Level": 8.962137652, + "Phosphorus_Level": 4.989443025, + "Glucose_Level": 130.3586869, + "Potassium_Level": 4.637354864, + "Sodium_Level": 139.7652521, + "Smoking_Pack_Years": 68.05677221 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.30721933, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.89624868, + "White_Blood_Cell_Count": 4.740012286, + "Platelet_Count": 212.4897183, + "Albumin_Level": 4.468847176, + "Alkaline_Phosphatase_Level": 85.4074935, + "Alanine_Aminotransferase_Level": 29.65882467, + "Aspartate_Aminotransferase_Level": 45.79272718, + "Creatinine_Level": 0.967542253, + "LDH_Level": 183.8333459, + "Calcium_Level": 8.102889049, + "Phosphorus_Level": 3.189532257, + "Glucose_Level": 137.7148214, + "Potassium_Level": 4.85851732, + "Sodium_Level": 136.4586527, + "Smoking_Pack_Years": 56.50886691 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.27480457, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.24680409, + "White_Blood_Cell_Count": 6.130712239, + "Platelet_Count": 274.9023374, + "Albumin_Level": 3.281775876, + "Alkaline_Phosphatase_Level": 42.51396055, + "Alanine_Aminotransferase_Level": 39.89607231, + "Aspartate_Aminotransferase_Level": 15.32788264, + "Creatinine_Level": 0.673211686, + "LDH_Level": 239.9371807, + "Calcium_Level": 10.40405176, + "Phosphorus_Level": 2.975181749, + "Glucose_Level": 113.0351138, + "Potassium_Level": 4.689505544, + "Sodium_Level": 138.1177097, + "Smoking_Pack_Years": 3.619653967 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.62806487, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.42247563, + "White_Blood_Cell_Count": 6.625276839, + "Platelet_Count": 297.3269745, + "Albumin_Level": 3.966970568, + "Alkaline_Phosphatase_Level": 35.51830078, + "Alanine_Aminotransferase_Level": 5.08793347, + "Aspartate_Aminotransferase_Level": 33.05499038, + "Creatinine_Level": 1.439290983, + "LDH_Level": 191.4907073, + "Calcium_Level": 8.149839333, + "Phosphorus_Level": 3.176399041, + "Glucose_Level": 140.8993865, + "Potassium_Level": 3.75298169, + "Sodium_Level": 139.2062922, + "Smoking_Pack_Years": 7.406011895 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.92819615, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.13161033, + "White_Blood_Cell_Count": 7.529943942, + "Platelet_Count": 448.5106259, + "Albumin_Level": 3.826324875, + "Alkaline_Phosphatase_Level": 90.29815748, + "Alanine_Aminotransferase_Level": 26.8879396, + "Aspartate_Aminotransferase_Level": 13.55530361, + "Creatinine_Level": 0.691446036, + "LDH_Level": 195.8956215, + "Calcium_Level": 9.526572518, + "Phosphorus_Level": 4.092848646, + "Glucose_Level": 136.2437668, + "Potassium_Level": 3.619496132, + "Sodium_Level": 141.91509, + "Smoking_Pack_Years": 68.39019778 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.87133917, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.33400735, + "White_Blood_Cell_Count": 4.66124836, + "Platelet_Count": 436.5251092, + "Albumin_Level": 4.69327378, + "Alkaline_Phosphatase_Level": 54.42567793, + "Alanine_Aminotransferase_Level": 10.55706909, + "Aspartate_Aminotransferase_Level": 25.12069901, + "Creatinine_Level": 1.076092925, + "LDH_Level": 110.5976819, + "Calcium_Level": 9.317241313, + "Phosphorus_Level": 2.584179534, + "Glucose_Level": 117.9062061, + "Potassium_Level": 3.831763064, + "Sodium_Level": 136.0560152, + "Smoking_Pack_Years": 12.10651842 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.68924075, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.38337082, + "White_Blood_Cell_Count": 5.938678875, + "Platelet_Count": 393.8666853, + "Albumin_Level": 3.106124313, + "Alkaline_Phosphatase_Level": 112.9727956, + "Alanine_Aminotransferase_Level": 30.12505982, + "Aspartate_Aminotransferase_Level": 44.55650137, + "Creatinine_Level": 0.544991224, + "LDH_Level": 240.4942524, + "Calcium_Level": 9.774415795, + "Phosphorus_Level": 4.951937165, + "Glucose_Level": 146.3619859, + "Potassium_Level": 4.268795305, + "Sodium_Level": 141.8516978, + "Smoking_Pack_Years": 82.90649628 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.36512119, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.87794839, + "White_Blood_Cell_Count": 5.598787338, + "Platelet_Count": 296.2701068, + "Albumin_Level": 3.057839449, + "Alkaline_Phosphatase_Level": 61.45722159, + "Alanine_Aminotransferase_Level": 6.618603898, + "Aspartate_Aminotransferase_Level": 31.43586206, + "Creatinine_Level": 0.516302789, + "LDH_Level": 138.3667837, + "Calcium_Level": 8.460018107, + "Phosphorus_Level": 3.192201642, + "Glucose_Level": 141.4797334, + "Potassium_Level": 3.630988723, + "Sodium_Level": 137.2405979, + "Smoking_Pack_Years": 55.12283284 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.17562976, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.41683683, + "White_Blood_Cell_Count": 5.534169785, + "Platelet_Count": 400.469102, + "Albumin_Level": 3.051940134, + "Alkaline_Phosphatase_Level": 35.56713349, + "Alanine_Aminotransferase_Level": 24.58839276, + "Aspartate_Aminotransferase_Level": 11.50543167, + "Creatinine_Level": 1.213584105, + "LDH_Level": 133.9337632, + "Calcium_Level": 10.20666395, + "Phosphorus_Level": 2.881591666, + "Glucose_Level": 84.75408229, + "Potassium_Level": 4.016650728, + "Sodium_Level": 138.5594912, + "Smoking_Pack_Years": 13.19962759 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.16541475, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.01469555, + "White_Blood_Cell_Count": 8.023110588, + "Platelet_Count": 252.121981, + "Albumin_Level": 3.600170354, + "Alkaline_Phosphatase_Level": 46.94745713, + "Alanine_Aminotransferase_Level": 32.13595171, + "Aspartate_Aminotransferase_Level": 15.33664064, + "Creatinine_Level": 1.019426112, + "LDH_Level": 188.3181612, + "Calcium_Level": 9.174121048, + "Phosphorus_Level": 4.424941582, + "Glucose_Level": 79.13699669, 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"Alanine_Aminotransferase_Level": 17.69281587, + "Aspartate_Aminotransferase_Level": 14.96246221, + "Creatinine_Level": 1.312509346, + "LDH_Level": 145.9112062, + "Calcium_Level": 10.37135139, + "Phosphorus_Level": 4.387464506, + "Glucose_Level": 73.16760538, + "Potassium_Level": 4.252232455, + "Sodium_Level": 143.7025859, + "Smoking_Pack_Years": 89.03683398 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.93534312, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.83347525, + "White_Blood_Cell_Count": 6.461146496, + "Platelet_Count": 178.6212559, + "Albumin_Level": 3.532531486, + "Alkaline_Phosphatase_Level": 32.36200945, + "Alanine_Aminotransferase_Level": 20.99084871, + "Aspartate_Aminotransferase_Level": 32.48467909, + "Creatinine_Level": 0.643756937, + "LDH_Level": 249.3600679, + "Calcium_Level": 8.692599042, + "Phosphorus_Level": 3.95895742, + "Glucose_Level": 144.0553368, + "Potassium_Level": 4.608765498, + "Sodium_Level": 140.4414992, + "Smoking_Pack_Years": 83.2164478 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.80772343, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.11916073, + "White_Blood_Cell_Count": 5.469882783, + "Platelet_Count": 421.7574978, + "Albumin_Level": 3.197723477, + "Alkaline_Phosphatase_Level": 114.6933666, + "Alanine_Aminotransferase_Level": 23.43041438, + "Aspartate_Aminotransferase_Level": 22.07020977, + "Creatinine_Level": 0.84891172, + "LDH_Level": 125.5341137, + "Calcium_Level": 9.177368832, + "Phosphorus_Level": 4.080027684, + "Glucose_Level": 107.7442238, + "Potassium_Level": 3.964762253, + "Sodium_Level": 139.3840044, + "Smoking_Pack_Years": 67.49903233 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.94064688, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.97461331, + "White_Blood_Cell_Count": 7.515240831, + "Platelet_Count": 335.4222101, + "Albumin_Level": 3.042821297, + "Alkaline_Phosphatase_Level": 84.83535683, + "Alanine_Aminotransferase_Level": 33.41375268, + "Aspartate_Aminotransferase_Level": 20.38378201, + "Creatinine_Level": 1.121012929, + "LDH_Level": 145.5795401, + "Calcium_Level": 9.355343256, + "Phosphorus_Level": 4.585523124, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.86034804, + "White_Blood_Cell_Count": 7.254694505, + "Platelet_Count": 353.9518999, + "Albumin_Level": 4.548891673, + "Alkaline_Phosphatase_Level": 47.74245744, + "Alanine_Aminotransferase_Level": 30.69652463, + "Aspartate_Aminotransferase_Level": 20.4524324, + "Creatinine_Level": 0.898002997, + "LDH_Level": 118.4612682, + "Calcium_Level": 10.15529779, + "Phosphorus_Level": 2.669544813, + "Glucose_Level": 77.74307576, + "Potassium_Level": 4.998508622, + "Sodium_Level": 142.7853556, + "Smoking_Pack_Years": 53.68460341 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.40655106, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.00338837, + "White_Blood_Cell_Count": 8.348579973, + "Platelet_Count": 166.9447731, + "Albumin_Level": 3.119618575, + "Alkaline_Phosphatase_Level": 91.9219634, + "Alanine_Aminotransferase_Level": 23.19038876, + "Aspartate_Aminotransferase_Level": 30.16904815, + "Creatinine_Level": 1.422793366, + "LDH_Level": 159.0267334, + "Calcium_Level": 9.934732802, + "Phosphorus_Level": 4.881685301, + "Glucose_Level": 113.5206981, + "Potassium_Level": 3.831999298, + "Sodium_Level": 144.5217301, + "Smoking_Pack_Years": 68.73943004 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.63276944, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.12599297, + "White_Blood_Cell_Count": 5.682230306, + "Platelet_Count": 169.8311516, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.61290072, + "White_Blood_Cell_Count": 6.608006624, + "Platelet_Count": 288.3950247, + "Albumin_Level": 3.652273927, + "Alkaline_Phosphatase_Level": 87.51543005, + "Alanine_Aminotransferase_Level": 37.44466563, + "Aspartate_Aminotransferase_Level": 19.25848236, + "Creatinine_Level": 0.809230844, + "LDH_Level": 139.0555572, + "Calcium_Level": 8.182777229, + "Phosphorus_Level": 2.821394176, + "Glucose_Level": 71.150395, + "Potassium_Level": 3.575761613, + "Sodium_Level": 143.9967607, + "Smoking_Pack_Years": 25.38099664 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.22333911, + "White_Blood_Cell_Count": 3.544184481, + "Platelet_Count": 213.7259289, + "Albumin_Level": 3.210343946, + "Alkaline_Phosphatase_Level": 114.7135951, + "Alanine_Aminotransferase_Level": 37.9762398, + "Aspartate_Aminotransferase_Level": 14.01789605, + "Creatinine_Level": 1.213819388, + "LDH_Level": 110.5059359, + "Calcium_Level": 10.45377541, + "Phosphorus_Level": 4.979235031, + "Glucose_Level": 115.0824745, + "Potassium_Level": 4.321260533, + "Sodium_Level": 139.4634706, + "Smoking_Pack_Years": 60.01869834 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.2326261, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.91576637, + "White_Blood_Cell_Count": 5.786421594, + "Platelet_Count": 335.5367407, + "Albumin_Level": 3.495459877, + "Alkaline_Phosphatase_Level": 60.9459877, + "Alanine_Aminotransferase_Level": 31.58165833, + "Aspartate_Aminotransferase_Level": 37.36988501, + "Creatinine_Level": 0.541506901, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.81159924, + "White_Blood_Cell_Count": 5.471873294, + "Platelet_Count": 167.1392448, + "Albumin_Level": 3.975921224, + "Alkaline_Phosphatase_Level": 108.0870579, + "Alanine_Aminotransferase_Level": 20.46852415, + "Aspartate_Aminotransferase_Level": 47.95323331, + "Creatinine_Level": 0.525076512, + "LDH_Level": 152.7846191, + "Calcium_Level": 10.41624048, + "Phosphorus_Level": 3.133282548, + "Glucose_Level": 105.2090556, + "Potassium_Level": 4.193630052, + "Sodium_Level": 139.8207366, + "Smoking_Pack_Years": 98.09621874 + }, + { 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"Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.9072374, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.73175567, + "White_Blood_Cell_Count": 8.205895922, + "Platelet_Count": 164.9920257, + "Albumin_Level": 3.068204668, + "Alkaline_Phosphatase_Level": 81.38421126, + "Alanine_Aminotransferase_Level": 8.347520437, + "Aspartate_Aminotransferase_Level": 27.5694192, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.68774053, + "White_Blood_Cell_Count": 4.543914971, + "Platelet_Count": 336.8433703, + "Albumin_Level": 4.273452954, + "Alkaline_Phosphatase_Level": 113.0968393, + "Alanine_Aminotransferase_Level": 15.17471372, + "Aspartate_Aminotransferase_Level": 10.63323813, + "Creatinine_Level": 0.702951679, + "LDH_Level": 210.317824, + "Calcium_Level": 8.754658186, + "Phosphorus_Level": 3.030735348, + "Glucose_Level": 129.2369009, + "Potassium_Level": 4.23038823, + "Sodium_Level": 138.8979609, + "Smoking_Pack_Years": 26.3582994 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.05832345, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.24302569, + "White_Blood_Cell_Count": 5.054301102, + "Platelet_Count": 278.3052159, + "Albumin_Level": 4.210371052, + "Alkaline_Phosphatase_Level": 67.09832116, + "Alanine_Aminotransferase_Level": 23.33495748, + "Aspartate_Aminotransferase_Level": 30.61645032, + "Creatinine_Level": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.94414805, + "White_Blood_Cell_Count": 5.182256256, + "Platelet_Count": 171.5222197, + "Albumin_Level": 4.399164531, + "Alkaline_Phosphatase_Level": 98.76808294, + "Alanine_Aminotransferase_Level": 15.44955204, + "Aspartate_Aminotransferase_Level": 13.23019793, + "Creatinine_Level": 0.818590035, + "LDH_Level": 244.7056524, + "Calcium_Level": 8.254966217, + "Phosphorus_Level": 2.528165882, + "Glucose_Level": 91.68520188, + "Potassium_Level": 4.895863487, + "Sodium_Level": 137.8199868, + "Smoking_Pack_Years": 81.07661719 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.37230297, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.35883722, + "White_Blood_Cell_Count": 8.2169035, + "Platelet_Count": 421.6365992, + "Albumin_Level": 3.761748007, + "Alkaline_Phosphatase_Level": 70.63387487, + "Alanine_Aminotransferase_Level": 10.99817995, + "Aspartate_Aminotransferase_Level": 39.98616107, + "Creatinine_Level": 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"Smoking_Pack_Years": 49.67480328 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.3090441, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.86638636, + "White_Blood_Cell_Count": 4.821479425, + "Platelet_Count": 305.8368982, + "Albumin_Level": 4.279030692, + "Alkaline_Phosphatase_Level": 97.25001698, + "Alanine_Aminotransferase_Level": 12.07857016, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.15577103, + "White_Blood_Cell_Count": 7.315340071, + "Platelet_Count": 199.5985512, + "Albumin_Level": 3.535411766, + "Alkaline_Phosphatase_Level": 112.5434871, + "Alanine_Aminotransferase_Level": 25.83873029, + "Aspartate_Aminotransferase_Level": 42.56247317, + "Creatinine_Level": 1.290940801, + "LDH_Level": 235.5778637, + "Calcium_Level": 8.562254614, + "Phosphorus_Level": 3.189229509, + "Glucose_Level": 101.477548, + "Potassium_Level": 4.364966855, + "Sodium_Level": 139.6771183, + "Smoking_Pack_Years": 79.39758919 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.50814727, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.68482957, + "White_Blood_Cell_Count": 9.967183022, + "Platelet_Count": 301.2995609, + "Albumin_Level": 3.595354122, + "Alkaline_Phosphatase_Level": 119.9310951, + "Alanine_Aminotransferase_Level": 21.61326381, + "Aspartate_Aminotransferase_Level": 24.25800593, + "Creatinine_Level": 0.565706726, + "LDH_Level": 174.4908886, + "Calcium_Level": 8.826314947, + "Phosphorus_Level": 2.673444253, + "Glucose_Level": 86.25269751, + "Potassium_Level": 3.943230751, + "Sodium_Level": 136.0423087, + "Smoking_Pack_Years": 66.58966329 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.91950951, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.15096658, + "White_Blood_Cell_Count": 4.589374973, + "Platelet_Count": 408.5402063, + "Albumin_Level": 4.592618326, + "Alkaline_Phosphatase_Level": 62.48733189, + "Alanine_Aminotransferase_Level": 29.34059225, + "Aspartate_Aminotransferase_Level": 10.63379829, + "Creatinine_Level": 0.826730122, + "LDH_Level": 183.3101069, + "Calcium_Level": 10.47088595, + "Phosphorus_Level": 4.492761109, + "Glucose_Level": 94.41499255, + "Potassium_Level": 3.744800755, + "Sodium_Level": 140.7462329, + "Smoking_Pack_Years": 90.29107087 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.77756186, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.68671272, + "White_Blood_Cell_Count": 4.446002553, + "Platelet_Count": 370.0547127, + "Albumin_Level": 4.580914329, + "Alkaline_Phosphatase_Level": 71.43041531, + "Alanine_Aminotransferase_Level": 8.890530638, + "Aspartate_Aminotransferase_Level": 19.78377488, + "Creatinine_Level": 1.263059532, + "LDH_Level": 155.1717417, + "Calcium_Level": 8.506682212, + "Phosphorus_Level": 3.687358874, + "Glucose_Level": 71.11684311, + "Potassium_Level": 4.02763467, + "Sodium_Level": 140.6618421, + "Smoking_Pack_Years": 53.111355 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.15725289, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.63141564, + "White_Blood_Cell_Count": 3.747394401, + "Platelet_Count": 178.7361748, + "Albumin_Level": 4.6675613, + "Alkaline_Phosphatase_Level": 44.52941626, + "Alanine_Aminotransferase_Level": 12.33217154, + "Aspartate_Aminotransferase_Level": 40.01723685, + "Creatinine_Level": 0.701392454, + "LDH_Level": 160.9661256, + "Calcium_Level": 9.461790082, + "Phosphorus_Level": 4.024084096, + "Glucose_Level": 124.5899016, + "Potassium_Level": 4.317113789, + "Sodium_Level": 137.3711162, + "Smoking_Pack_Years": 36.3064956 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.76255209, + "Tumor_Location": "Middle 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136.2592409, + "Potassium_Level": 4.285403915, + "Sodium_Level": 144.1986402, + "Smoking_Pack_Years": 59.51742682 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.32419025, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.28640944, + "White_Blood_Cell_Count": 5.574769941, + "Platelet_Count": 169.2759077, + "Albumin_Level": 3.789737614, + "Alkaline_Phosphatase_Level": 70.06444354, + "Alanine_Aminotransferase_Level": 12.03928101, + "Aspartate_Aminotransferase_Level": 31.36879496, + "Creatinine_Level": 0.805736403, + "LDH_Level": 172.2087816, + "Calcium_Level": 9.690746088, + "Phosphorus_Level": 2.511690269, + "Glucose_Level": 128.4098513, + "Potassium_Level": 3.955510791, + "Sodium_Level": 136.9673974, + "Smoking_Pack_Years": 47.83799791 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.14136574, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.75956806, + "White_Blood_Cell_Count": 6.554077572, + "Platelet_Count": 443.7150587, + "Albumin_Level": 3.028139402, + "Alkaline_Phosphatase_Level": 44.71770202, + "Alanine_Aminotransferase_Level": 32.83943074, + "Aspartate_Aminotransferase_Level": 33.36608551, + "Creatinine_Level": 1.04067205, + "LDH_Level": 129.6877081, + "Calcium_Level": 9.835095225, + "Phosphorus_Level": 3.75818765, + "Glucose_Level": 81.21474236, + "Potassium_Level": 4.823106631, + "Sodium_Level": 141.1637571, + "Smoking_Pack_Years": 84.20057224 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.11974213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.46046398, + "White_Blood_Cell_Count": 6.469359694, + "Platelet_Count": 384.4327922, + "Albumin_Level": 4.648949269, + "Alkaline_Phosphatase_Level": 50.28750228, + "Alanine_Aminotransferase_Level": 14.60248521, + "Aspartate_Aminotransferase_Level": 29.31214577, + "Creatinine_Level": 0.850909775, + "LDH_Level": 217.8959368, + "Calcium_Level": 10.05381374, + "Phosphorus_Level": 4.752058202, + "Glucose_Level": 79.73550841, + "Potassium_Level": 4.469314387, + "Sodium_Level": 141.8652773, + "Smoking_Pack_Years": 28.66127223 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.59450415, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.15631407, + "White_Blood_Cell_Count": 4.727128157, + "Platelet_Count": 244.6021935, + "Albumin_Level": 4.658022551, + "Alkaline_Phosphatase_Level": 61.46282156, + "Alanine_Aminotransferase_Level": 33.4208186, + "Aspartate_Aminotransferase_Level": 16.44368069, + "Creatinine_Level": 0.863382684, + "LDH_Level": 238.1466534, + "Calcium_Level": 10.33871649, + "Phosphorus_Level": 3.365699254, + "Glucose_Level": 143.0742299, + "Potassium_Level": 4.910999769, + "Sodium_Level": 137.9264256, + "Smoking_Pack_Years": 6.386287509 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.20088432, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.80904431, + "White_Blood_Cell_Count": 5.547061112, + "Platelet_Count": 325.018113, + "Albumin_Level": 4.464968418, + "Alkaline_Phosphatase_Level": 76.8957665, + "Alanine_Aminotransferase_Level": 22.92183113, + "Aspartate_Aminotransferase_Level": 16.2882058, + "Creatinine_Level": 1.382424735, + "LDH_Level": 157.789156, + "Calcium_Level": 9.443379443, + "Phosphorus_Level": 4.939479815, + "Glucose_Level": 136.4586298, + "Potassium_Level": 3.701446562, + "Sodium_Level": 142.9766347, + "Smoking_Pack_Years": 81.00697693 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.77221764, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.21461971, + "White_Blood_Cell_Count": 7.970282797, + "Platelet_Count": 362.1426704, + "Albumin_Level": 3.792197261, + "Alkaline_Phosphatase_Level": 32.34718516, + "Alanine_Aminotransferase_Level": 10.27093184, + "Aspartate_Aminotransferase_Level": 29.77895115, + "Creatinine_Level": 1.249015896, + "LDH_Level": 229.1875776, + "Calcium_Level": 8.447253145, + "Phosphorus_Level": 4.052540238, + "Glucose_Level": 122.3821464, + "Potassium_Level": 3.521330117, + "Sodium_Level": 144.7356582, + "Smoking_Pack_Years": 44.84781175 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.92175055, + "White_Blood_Cell_Count": 8.445130739, + "Platelet_Count": 432.040997, + "Albumin_Level": 4.025705546, + "Alkaline_Phosphatase_Level": 61.35035834, + "Alanine_Aminotransferase_Level": 20.22304896, + "Aspartate_Aminotransferase_Level": 43.67612445, + "Creatinine_Level": 1.338140226, + "LDH_Level": 236.0143585, + "Calcium_Level": 9.695839211, + "Phosphorus_Level": 3.100713364, + "Glucose_Level": 141.2480571, + "Potassium_Level": 4.629487346, + "Sodium_Level": 136.5286533, + "Smoking_Pack_Years": 8.72061409 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.67017527, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.9450145, + "White_Blood_Cell_Count": 5.527732038, + "Platelet_Count": 239.2830103, + "Albumin_Level": 4.099475132, + "Alkaline_Phosphatase_Level": 32.33766991, + "Alanine_Aminotransferase_Level": 15.70754382, + "Aspartate_Aminotransferase_Level": 33.04065926, + "Creatinine_Level": 1.437407663, + "LDH_Level": 178.9110891, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.22043287, + "White_Blood_Cell_Count": 7.548841188, + "Platelet_Count": 245.8052407, + "Albumin_Level": 3.560360601, + "Alkaline_Phosphatase_Level": 111.0914892, + "Alanine_Aminotransferase_Level": 30.2609113, + "Aspartate_Aminotransferase_Level": 44.53785792, + "Creatinine_Level": 1.093807239, + "LDH_Level": 190.7160319, + "Calcium_Level": 9.647839562, + "Phosphorus_Level": 2.638597006, + "Glucose_Level": 133.4369094, + "Potassium_Level": 3.592271837, + "Sodium_Level": 142.9485725, + "Smoking_Pack_Years": 19.18946761 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.91264004, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.99078574, + "White_Blood_Cell_Count": 9.281321763, + "Platelet_Count": 311.9832447, + "Albumin_Level": 4.884897738, + "Alkaline_Phosphatase_Level": 33.01890282, + "Alanine_Aminotransferase_Level": 22.8794005, + "Aspartate_Aminotransferase_Level": 43.27140209, + "Creatinine_Level": 0.601226264, + "LDH_Level": 150.5182172, + "Calcium_Level": 10.04274918, + "Phosphorus_Level": 3.166124356, + "Glucose_Level": 98.64310887, + "Potassium_Level": 3.739424473, + "Sodium_Level": 144.8375194, + "Smoking_Pack_Years": 74.46089305 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.102141, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.64960385, + "White_Blood_Cell_Count": 6.755206393, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.82445241, + "White_Blood_Cell_Count": 5.013416518, + "Platelet_Count": 447.7806314, + "Albumin_Level": 4.490061599, + "Alkaline_Phosphatase_Level": 63.10843301, + "Alanine_Aminotransferase_Level": 20.68230575, + "Aspartate_Aminotransferase_Level": 11.50873209, + "Creatinine_Level": 1.039621066, + "LDH_Level": 173.1961528, + "Calcium_Level": 8.694359705, + "Phosphorus_Level": 4.336332617, + "Glucose_Level": 107.6019968, + "Potassium_Level": 3.926796469, + "Sodium_Level": 144.8813567, + "Smoking_Pack_Years": 38.84933919 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.74262199, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.05023565, + "White_Blood_Cell_Count": 9.785582176, + "Platelet_Count": 441.8314468, + "Albumin_Level": 4.714691477, + "Alkaline_Phosphatase_Level": 119.4343598, + "Alanine_Aminotransferase_Level": 23.4287618, + "Aspartate_Aminotransferase_Level": 35.00545099, + "Creatinine_Level": 1.37703257, + "LDH_Level": 228.4574971, + "Calcium_Level": 9.99299892, + "Phosphorus_Level": 4.097269162, + "Glucose_Level": 118.0420841, + "Potassium_Level": 4.327042164, + "Sodium_Level": 138.8849176, + "Smoking_Pack_Years": 45.30712204 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.68906748, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.29808042, + "White_Blood_Cell_Count": 8.116370219, + "Platelet_Count": 246.9651453, + "Albumin_Level": 3.023250003, + "Alkaline_Phosphatase_Level": 71.36716112, + "Alanine_Aminotransferase_Level": 6.489973814, + "Aspartate_Aminotransferase_Level": 32.78143611, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.90266954, + "White_Blood_Cell_Count": 4.229553154, + "Platelet_Count": 367.8780653, + "Albumin_Level": 4.53401485, + "Alkaline_Phosphatase_Level": 100.7233895, + "Alanine_Aminotransferase_Level": 9.394967979, + "Aspartate_Aminotransferase_Level": 12.8354465, + "Creatinine_Level": 0.720003677, + "LDH_Level": 239.9038557, + "Calcium_Level": 8.235449995, + "Phosphorus_Level": 4.648702784, + "Glucose_Level": 71.83864814, + "Potassium_Level": 4.413747308, + "Sodium_Level": 137.8894109, + "Smoking_Pack_Years": 28.58704352 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.82123486, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.22530339, + "White_Blood_Cell_Count": 4.904674983, + "Platelet_Count": 164.0135299, + "Albumin_Level": 3.071002165, + "Alkaline_Phosphatase_Level": 72.69179659, + "Alanine_Aminotransferase_Level": 34.30926318, + "Aspartate_Aminotransferase_Level": 46.57801346, + "Creatinine_Level": 0.69903405, + "LDH_Level": 204.5062136, + "Calcium_Level": 9.423919714, + "Phosphorus_Level": 2.51520287, + "Glucose_Level": 146.317255, + "Potassium_Level": 4.164847359, + "Sodium_Level": 144.1243913, + 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48.62937035, + "Creatinine_Level": 1.249196118, + "LDH_Level": 200.8365037, + "Calcium_Level": 8.144820955, + "Phosphorus_Level": 4.531429981, + "Glucose_Level": 121.1209443, + "Potassium_Level": 3.81039288, + "Sodium_Level": 138.6029976, + "Smoking_Pack_Years": 48.20801509 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.8430988, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.25925285, + "White_Blood_Cell_Count": 9.456589248, + "Platelet_Count": 207.857499, + "Albumin_Level": 3.434346063, + "Alkaline_Phosphatase_Level": 69.27328135, + "Alanine_Aminotransferase_Level": 27.13954911, + "Aspartate_Aminotransferase_Level": 30.39969047, + "Creatinine_Level": 1.119056992, + "LDH_Level": 188.5974178, + "Calcium_Level": 8.64003507, + "Phosphorus_Level": 2.970986693, + "Glucose_Level": 113.326998, + "Potassium_Level": 4.120382842, + "Sodium_Level": 136.6155299, + "Smoking_Pack_Years": 98.62559231 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.34547045, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.94561561, + "White_Blood_Cell_Count": 8.389086362, + "Platelet_Count": 221.1373899, + "Albumin_Level": 3.826959729, + "Alkaline_Phosphatase_Level": 58.33158513, + "Alanine_Aminotransferase_Level": 13.78376315, + "Aspartate_Aminotransferase_Level": 41.85165678, + "Creatinine_Level": 1.304447026, + "LDH_Level": 203.8194523, + "Calcium_Level": 9.797338714, + "Phosphorus_Level": 4.662137453, + "Glucose_Level": 146.9288795, + "Potassium_Level": 4.069202516, + "Sodium_Level": 138.3369747, + "Smoking_Pack_Years": 83.06088208 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.45858596, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.39437184, + "White_Blood_Cell_Count": 8.244518274, + "Platelet_Count": 261.0334838, + "Albumin_Level": 4.720109839, + "Alkaline_Phosphatase_Level": 30.74535327, + "Alanine_Aminotransferase_Level": 19.64815199, + "Aspartate_Aminotransferase_Level": 26.00851753, + "Creatinine_Level": 0.958850342, + "LDH_Level": 216.9463344, + "Calcium_Level": 9.07694719, + "Phosphorus_Level": 2.565910281, + "Glucose_Level": 116.8002366, + "Potassium_Level": 3.677948018, + "Sodium_Level": 143.3306744, + "Smoking_Pack_Years": 86.19756621 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.13492116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.06605596, + "White_Blood_Cell_Count": 4.009204852, + "Platelet_Count": 376.5548199, + "Albumin_Level": 4.616556692, + "Alkaline_Phosphatase_Level": 66.92864732, + "Alanine_Aminotransferase_Level": 34.51072766, + "Aspartate_Aminotransferase_Level": 18.64681066, + "Creatinine_Level": 1.256898511, + "LDH_Level": 122.4098402, + "Calcium_Level": 9.789725466, + "Phosphorus_Level": 3.611212363, + "Glucose_Level": 104.2053491, + "Potassium_Level": 4.438356377, + "Sodium_Level": 136.5991962, + "Smoking_Pack_Years": 74.43563278 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.49089792, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 88, + 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4.362424587, + "Sodium_Level": 144.5330258, + "Smoking_Pack_Years": 25.11482527 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.23238729, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.53553278, + "White_Blood_Cell_Count": 6.681145585, + "Platelet_Count": 352.5715325, + "Albumin_Level": 4.964399398, + "Alkaline_Phosphatase_Level": 92.17320209, + "Alanine_Aminotransferase_Level": 13.80209084, + "Aspartate_Aminotransferase_Level": 39.87289449, + "Creatinine_Level": 1.100439082, + "LDH_Level": 183.600865, + "Calcium_Level": 9.254537269, + "Phosphorus_Level": 4.859317926, + "Glucose_Level": 129.0287528, + "Potassium_Level": 4.825586418, + "Sodium_Level": 135.6172896, + "Smoking_Pack_Years": 16.62386546 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.06454857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.8970731, + "White_Blood_Cell_Count": 5.54214656, + "Platelet_Count": 326.8973234, + "Albumin_Level": 4.322067701, + "Alkaline_Phosphatase_Level": 47.16110189, + "Alanine_Aminotransferase_Level": 15.4323182, + "Aspartate_Aminotransferase_Level": 46.20114608, + "Creatinine_Level": 1.331428052, + "LDH_Level": 237.8635681, + "Calcium_Level": 8.713581466, + "Phosphorus_Level": 3.761671779, + "Glucose_Level": 115.0283624, + "Potassium_Level": 4.133431248, + "Sodium_Level": 142.0733074, + "Smoking_Pack_Years": 61.16211804 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.858253768, + "Glucose_Level": 78.4030085, + "Potassium_Level": 4.322554137, + "Sodium_Level": 142.8657281, + "Smoking_Pack_Years": 7.500811825 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.50217978, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.60531786, + "White_Blood_Cell_Count": 3.697464378, + "Platelet_Count": 393.7233058, + "Albumin_Level": 4.934924859, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.20993669, + "White_Blood_Cell_Count": 5.488682527, + "Platelet_Count": 392.1660095, + "Albumin_Level": 4.930649625, + "Alkaline_Phosphatase_Level": 110.3367643, + "Alanine_Aminotransferase_Level": 18.36060622, + "Aspartate_Aminotransferase_Level": 45.96829456, + "Creatinine_Level": 0.739829454, + "LDH_Level": 100.962349, + "Calcium_Level": 9.953374992, + "Phosphorus_Level": 4.581510758, + "Glucose_Level": 91.65291457, + "Potassium_Level": 4.667080528, + "Sodium_Level": 143.5466583, + "Smoking_Pack_Years": 97.87820932 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": 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{ + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.57122733, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.86911431, + "White_Blood_Cell_Count": 4.128165274, + "Platelet_Count": 229.9936892, + "Albumin_Level": 4.864152042, + "Alkaline_Phosphatase_Level": 71.31357925, + "Alanine_Aminotransferase_Level": 23.63496624, + "Aspartate_Aminotransferase_Level": 11.86717693, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.39175874, + "White_Blood_Cell_Count": 8.977946371, + "Platelet_Count": 440.0129696, + "Albumin_Level": 3.458922971, + "Alkaline_Phosphatase_Level": 74.53143746, + "Alanine_Aminotransferase_Level": 33.55332764, + "Aspartate_Aminotransferase_Level": 44.04570655, + "Creatinine_Level": 0.976845383, + "LDH_Level": 145.8371119, + "Calcium_Level": 8.614768154, + "Phosphorus_Level": 2.579866326, + "Glucose_Level": 80.37307143, + "Potassium_Level": 4.354401146, + "Sodium_Level": 136.1843052, + "Smoking_Pack_Years": 20.24749597 + }, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.08079285, + "White_Blood_Cell_Count": 4.500409746, + "Platelet_Count": 436.1653717, + "Albumin_Level": 4.540576542, + "Alkaline_Phosphatase_Level": 89.21998073, + "Alanine_Aminotransferase_Level": 13.16732424, + "Aspartate_Aminotransferase_Level": 15.04274032, + "Creatinine_Level": 0.620235189, + "LDH_Level": 130.1172326, + "Calcium_Level": 8.267624079, + "Phosphorus_Level": 2.756819512, + "Glucose_Level": 72.72320681, + "Potassium_Level": 3.627474354, + "Sodium_Level": 137.6205419, + "Smoking_Pack_Years": 38.08509067 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.30879937, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.78303396, + "White_Blood_Cell_Count": 4.031368557, + "Platelet_Count": 398.3948519, + "Albumin_Level": 4.734562897, + "Alkaline_Phosphatase_Level": 116.3175863, + "Alanine_Aminotransferase_Level": 19.15774795, + "Aspartate_Aminotransferase_Level": 16.34855085, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.48400727, + "White_Blood_Cell_Count": 5.707361656, + "Platelet_Count": 405.3463339, + "Albumin_Level": 4.898614029, + "Alkaline_Phosphatase_Level": 108.2774475, + "Alanine_Aminotransferase_Level": 6.582661613, + "Aspartate_Aminotransferase_Level": 33.79128538, + "Creatinine_Level": 0.537863394, + "LDH_Level": 193.4682027, + "Calcium_Level": 9.155832669, + "Phosphorus_Level": 3.514501821, + "Glucose_Level": 73.82703696, + "Potassium_Level": 4.29484603, + "Sodium_Level": 138.1461272, + "Smoking_Pack_Years": 81.53408928 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.39849342, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.85640317, + "White_Blood_Cell_Count": 7.650336976, + "Platelet_Count": 160.4980323, + "Albumin_Level": 4.290697557, + "Alkaline_Phosphatase_Level": 69.0377039, + "Alanine_Aminotransferase_Level": 33.92071936, + "Aspartate_Aminotransferase_Level": 32.51248084, + "Creatinine_Level": 1.007577909, + "LDH_Level": 205.4702502, + "Calcium_Level": 8.49657957, + "Phosphorus_Level": 2.919541982, + "Glucose_Level": 88.04408527, + "Potassium_Level": 4.407378317, + "Sodium_Level": 143.781304, + "Smoking_Pack_Years": 27.45792592 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.73098467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.79480999, + "White_Blood_Cell_Count": 7.614546703, + "Platelet_Count": 282.3247821, + "Albumin_Level": 3.373852653, + "Alkaline_Phosphatase_Level": 105.9231978, + "Alanine_Aminotransferase_Level": 38.57905575, + "Aspartate_Aminotransferase_Level": 15.44201857, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.76192159, + "White_Blood_Cell_Count": 9.585139893, + "Platelet_Count": 388.2330991, + "Albumin_Level": 3.140794119, + "Alkaline_Phosphatase_Level": 36.48534808, + "Alanine_Aminotransferase_Level": 24.06230981, + "Aspartate_Aminotransferase_Level": 47.34190352, + "Creatinine_Level": 1.277330626, + "LDH_Level": 177.3765626, + "Calcium_Level": 8.050893036, + "Phosphorus_Level": 2.935069015, + "Glucose_Level": 94.43893749, + "Potassium_Level": 4.137481042, + "Sodium_Level": 141.5746336, + "Smoking_Pack_Years": 60.84576883 + }, + { 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.59739879, + "White_Blood_Cell_Count": 9.453933545, + "Platelet_Count": 338.5229867, + "Albumin_Level": 4.387373746, + "Alkaline_Phosphatase_Level": 32.18377476, + "Alanine_Aminotransferase_Level": 26.44901412, + "Aspartate_Aminotransferase_Level": 34.72783104, + "Creatinine_Level": 0.889761727, + "LDH_Level": 163.6035873, + "Calcium_Level": 10.42634641, + "Phosphorus_Level": 3.619402881, + "Glucose_Level": 146.7819212, + "Potassium_Level": 4.329084142, + "Sodium_Level": 136.1060916, + "Smoking_Pack_Years": 56.54010986 + }, + { 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.45278438, + "White_Blood_Cell_Count": 3.550048138, + "Platelet_Count": 432.5115992, + "Albumin_Level": 4.456552167, + "Alkaline_Phosphatase_Level": 81.39859804, + "Alanine_Aminotransferase_Level": 19.53740508, + "Aspartate_Aminotransferase_Level": 27.53058365, + "Creatinine_Level": 1.186569342, + "LDH_Level": 154.3111042, + "Calcium_Level": 10.03652043, + "Phosphorus_Level": 4.039245406, + "Glucose_Level": 78.96695786, + "Potassium_Level": 3.706551221, + "Sodium_Level": 140.3791651, + "Smoking_Pack_Years": 89.81232835 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.49591553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.78538845, + "White_Blood_Cell_Count": 4.848245471, + "Platelet_Count": 422.1946673, + "Albumin_Level": 4.862810198, + "Alkaline_Phosphatase_Level": 67.46865698, + "Alanine_Aminotransferase_Level": 13.58607921, + "Aspartate_Aminotransferase_Level": 20.67958011, + "Creatinine_Level": 0.85272387, + 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+ "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.54132791, + "White_Blood_Cell_Count": 4.479351053, + "Platelet_Count": 219.3708404, + "Albumin_Level": 3.292009706, + "Alkaline_Phosphatase_Level": 118.4079479, + "Alanine_Aminotransferase_Level": 21.56129104, + "Aspartate_Aminotransferase_Level": 37.54524603, + "Creatinine_Level": 0.506251694, + "LDH_Level": 156.0505771, + "Calcium_Level": 10.19590127, + "Phosphorus_Level": 4.216583348, + "Glucose_Level": 112.1718355, + "Potassium_Level": 4.116451407, + "Sodium_Level": 138.3574205, + "Smoking_Pack_Years": 29.76822853 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.0134789, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.13140717, + "White_Blood_Cell_Count": 8.461895926, + "Platelet_Count": 219.8853757, + "Albumin_Level": 4.782816596, + "Alkaline_Phosphatase_Level": 86.76805168, + "Alanine_Aminotransferase_Level": 7.751769991, + "Aspartate_Aminotransferase_Level": 39.72400742, + "Creatinine_Level": 1.084518909, + "LDH_Level": 236.5720814, + "Calcium_Level": 8.416010037, + "Phosphorus_Level": 4.118643572, + "Glucose_Level": 136.7999522, + "Potassium_Level": 4.234176246, + "Sodium_Level": 138.1513598, + "Smoking_Pack_Years": 85.22411904 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.51072079, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.69435738, + "White_Blood_Cell_Count": 4.800839149, + "Platelet_Count": 296.5851635, + "Albumin_Level": 3.806661936, + "Alkaline_Phosphatase_Level": 41.36156443, + "Alanine_Aminotransferase_Level": 27.97980242, + "Aspartate_Aminotransferase_Level": 15.36520566, + "Creatinine_Level": 0.503641087, + "LDH_Level": 155.2615354, + "Calcium_Level": 9.375308975, + "Phosphorus_Level": 4.957053931, + "Glucose_Level": 96.84205374, + "Potassium_Level": 4.985919937, + "Sodium_Level": 143.9611253, + "Smoking_Pack_Years": 45.09863373 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.80440665, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.92598051, + "White_Blood_Cell_Count": 6.930524336, + "Platelet_Count": 443.553223, + "Albumin_Level": 3.390268468, + "Alkaline_Phosphatase_Level": 74.51152325, + "Alanine_Aminotransferase_Level": 29.62398541, + "Aspartate_Aminotransferase_Level": 37.99481421, + "Creatinine_Level": 1.121241094, + "LDH_Level": 114.6438647, + "Calcium_Level": 10.35950557, + "Phosphorus_Level": 2.926973179, + "Glucose_Level": 116.5177643, + "Potassium_Level": 3.657443861, + "Sodium_Level": 143.6551152, + "Smoking_Pack_Years": 61.44071248 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.47413068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.11254179, + "White_Blood_Cell_Count": 4.482457968, + "Platelet_Count": 307.724789, + "Albumin_Level": 3.314957066, + "Alkaline_Phosphatase_Level": 56.80170709, + "Alanine_Aminotransferase_Level": 9.381939132, + "Aspartate_Aminotransferase_Level": 40.20071048, + "Creatinine_Level": 1.262897909, + "LDH_Level": 247.0428789, + "Calcium_Level": 10.0664414, + "Phosphorus_Level": 2.892655102, + "Glucose_Level": 143.3258918, + "Potassium_Level": 3.956385615, + "Sodium_Level": 143.040907, + "Smoking_Pack_Years": 44.20800802 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.7666418, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.94872804, + "White_Blood_Cell_Count": 6.008968623, + "Platelet_Count": 318.6791831, + "Albumin_Level": 4.609513511, + "Alkaline_Phosphatase_Level": 64.89895886, + "Alanine_Aminotransferase_Level": 36.25596453, + "Aspartate_Aminotransferase_Level": 30.72825493, + "Creatinine_Level": 1.025449429, + "LDH_Level": 106.8419541, + "Calcium_Level": 10.14803217, + "Phosphorus_Level": 3.548884459, + "Glucose_Level": 70.00594293, + "Potassium_Level": 4.787377367, + "Sodium_Level": 139.3503544, + "Smoking_Pack_Years": 88.24342129 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.64712791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.41164551, + "White_Blood_Cell_Count": 8.381349728, + "Platelet_Count": 399.4990695, + "Albumin_Level": 4.028918864, + "Alkaline_Phosphatase_Level": 111.7278312, + "Alanine_Aminotransferase_Level": 20.72231014, + "Aspartate_Aminotransferase_Level": 15.35873395, + "Creatinine_Level": 0.930952331, + "LDH_Level": 210.7666549, + "Calcium_Level": 8.791877288, + "Phosphorus_Level": 4.772755687, + "Glucose_Level": 84.58405975, + "Potassium_Level": 4.586655343, + "Sodium_Level": 136.9723391, + "Smoking_Pack_Years": 85.53918622 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.18364789, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 108, + 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+ "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.98016967, + "White_Blood_Cell_Count": 7.70847659, + "Platelet_Count": 190.6142993, + "Albumin_Level": 3.946426637, + "Alkaline_Phosphatase_Level": 38.10515517, + "Alanine_Aminotransferase_Level": 12.34299604, + "Aspartate_Aminotransferase_Level": 33.38352759, + "Creatinine_Level": 1.434938081, + "LDH_Level": 214.6547039, + "Calcium_Level": 8.955501337, + "Phosphorus_Level": 3.587097823, + "Glucose_Level": 77.72771996, + "Potassium_Level": 4.850252849, + "Sodium_Level": 144.3787702, + "Smoking_Pack_Years": 67.17205932 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.58980216, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", 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4.983179852, + "Sodium_Level": 142.6541998, + "Smoking_Pack_Years": 20.74290961 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.26856016, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.79394432, + "White_Blood_Cell_Count": 9.407824514, + "Platelet_Count": 182.7419617, + "Albumin_Level": 3.605487364, + "Alkaline_Phosphatase_Level": 82.64703539, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.55386053, + "White_Blood_Cell_Count": 5.361128942, + "Platelet_Count": 400.2526011, + "Albumin_Level": 3.112078015, + "Alkaline_Phosphatase_Level": 67.78269716, + "Alanine_Aminotransferase_Level": 29.04515367, + "Aspartate_Aminotransferase_Level": 36.92623275, + "Creatinine_Level": 0.914833001, + "LDH_Level": 175.2614565, + "Calcium_Level": 8.752819937, + "Phosphorus_Level": 4.162771862, + "Glucose_Level": 97.13181496, + "Potassium_Level": 4.275336495, + "Sodium_Level": 135.4590833, + "Smoking_Pack_Years": 9.092155091 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.70381036, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.25367615, + "White_Blood_Cell_Count": 9.12964498, + "Platelet_Count": 193.378639, + "Albumin_Level": 3.529543441, + "Alkaline_Phosphatase_Level": 38.53483208, + "Alanine_Aminotransferase_Level": 12.90902202, + "Aspartate_Aminotransferase_Level": 22.90782222, + "Creatinine_Level": 1.305496315, + "LDH_Level": 170.1253846, + "Calcium_Level": 9.722024284, + "Phosphorus_Level": 4.760706499, + "Glucose_Level": 118.3547878, + "Potassium_Level": 4.65812446, + "Sodium_Level": 139.3358546, + "Smoking_Pack_Years": 35.89488478 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.53025008, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.76780706, + "White_Blood_Cell_Count": 9.845308148, + "Platelet_Count": 340.8542621, + "Albumin_Level": 3.413103743, + "Alkaline_Phosphatase_Level": 69.93804521, + "Alanine_Aminotransferase_Level": 15.52475852, + "Aspartate_Aminotransferase_Level": 47.38576787, + "Creatinine_Level": 1.047084198, + "LDH_Level": 125.7866329, + "Calcium_Level": 10.45995591, + "Phosphorus_Level": 3.538019569, + "Glucose_Level": 103.1795265, + "Potassium_Level": 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11.43389635, + "Aspartate_Aminotransferase_Level": 33.52715983, + "Creatinine_Level": 1.349831774, + "LDH_Level": 176.9111109, + "Calcium_Level": 9.343391417, + "Phosphorus_Level": 3.291714444, + "Glucose_Level": 81.00702445, + "Potassium_Level": 4.646350071, + "Sodium_Level": 137.3223105, + "Smoking_Pack_Years": 76.13871446 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.83363471, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 106, 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.43227862, + "White_Blood_Cell_Count": 5.090472041, + "Platelet_Count": 419.9414966, + "Albumin_Level": 3.569158697, + "Alkaline_Phosphatase_Level": 84.37873014, + "Alanine_Aminotransferase_Level": 7.318731556, + "Aspartate_Aminotransferase_Level": 29.65987721, + "Creatinine_Level": 1.206450449, + "LDH_Level": 174.1778168, + "Calcium_Level": 8.829015735, + "Phosphorus_Level": 4.115235825, + "Glucose_Level": 127.2274686, + "Potassium_Level": 4.982441193, + "Sodium_Level": 140.2017042, + "Smoking_Pack_Years": 50.16641052 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.49617398, + "Tumor_Location": "Middle Lobe", + "Stage": 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"Potassium_Level": 3.572479353, + "Sodium_Level": 138.1384907, + "Smoking_Pack_Years": 89.38844317 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.05402891, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.23705904, + "White_Blood_Cell_Count": 6.926158606, + "Platelet_Count": 265.641126, + "Albumin_Level": 3.153965465, + "Alkaline_Phosphatase_Level": 118.9670316, + 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"Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.90414336, + "White_Blood_Cell_Count": 5.743371247, + "Platelet_Count": 401.0713332, + "Albumin_Level": 3.82881466, + "Alkaline_Phosphatase_Level": 76.16152773, + "Alanine_Aminotransferase_Level": 19.44059703, + "Aspartate_Aminotransferase_Level": 17.29179631, + "Creatinine_Level": 0.934481858, + "LDH_Level": 156.289752, + "Calcium_Level": 9.715483726, + "Phosphorus_Level": 3.559282435, + "Glucose_Level": 100.0089812, + "Potassium_Level": 4.566595211, + "Sodium_Level": 139.0576739, + "Smoking_Pack_Years": 35.3941682 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.70390618, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.49910197, + "White_Blood_Cell_Count": 7.410643455, + "Platelet_Count": 162.7685516, + "Albumin_Level": 4.618980248, + "Alkaline_Phosphatase_Level": 89.9072298, + "Alanine_Aminotransferase_Level": 6.2939708, + "Aspartate_Aminotransferase_Level": 20.88507385, + "Creatinine_Level": 1.40350113, + "LDH_Level": 217.0150005, + "Calcium_Level": 9.472046457, + "Phosphorus_Level": 4.589606357, + "Glucose_Level": 99.80464288, + "Potassium_Level": 3.685079689, + "Sodium_Level": 140.802816, + "Smoking_Pack_Years": 45.07776689 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.13138027, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 9.438794904, + "Aspartate_Aminotransferase_Level": 13.59593746, + "Creatinine_Level": 0.772147754, + "LDH_Level": 248.6824608, + "Calcium_Level": 8.474418652, + "Phosphorus_Level": 2.838778674, + "Glucose_Level": 96.40079348, + "Potassium_Level": 3.782178068, + "Sodium_Level": 135.5563052, + "Smoking_Pack_Years": 72.15459759 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.62507579, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.56493501, + "White_Blood_Cell_Count": 6.922762149, + "Platelet_Count": 390.9034458, + "Albumin_Level": 4.399203089, + "Alkaline_Phosphatase_Level": 116.7444234, + "Alanine_Aminotransferase_Level": 17.91116561, + "Aspartate_Aminotransferase_Level": 41.81620599, + "Creatinine_Level": 1.496925746, + "LDH_Level": 241.639416, + "Calcium_Level": 8.990895436, + "Phosphorus_Level": 2.870549021, + "Glucose_Level": 144.5224408, + "Potassium_Level": 4.48946985, + "Sodium_Level": 141.030189, + "Smoking_Pack_Years": 52.05779206 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.07177577, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 11.36376665, + "Aspartate_Aminotransferase_Level": 37.29114909, + "Creatinine_Level": 0.53422399, + "LDH_Level": 164.4967371, + "Calcium_Level": 9.622922862, + "Phosphorus_Level": 3.231156729, + "Glucose_Level": 132.3900278, + "Potassium_Level": 3.605969065, + "Sodium_Level": 135.5589636, + "Smoking_Pack_Years": 63.1671525 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.07127644, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.47209106, + "White_Blood_Cell_Count": 8.312585571, + "Platelet_Count": 298.3436542, + "Albumin_Level": 3.984023024, + "Alkaline_Phosphatase_Level": 94.56348754, + "Alanine_Aminotransferase_Level": 6.639558849, + "Aspartate_Aminotransferase_Level": 29.71049311, + "Creatinine_Level": 1.101898887, + "LDH_Level": 131.9837495, + "Calcium_Level": 8.300349237, + "Phosphorus_Level": 4.478864451, + "Glucose_Level": 83.21376064, + "Potassium_Level": 4.586696723, + "Sodium_Level": 139.0722024, + "Smoking_Pack_Years": 85.83029807 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.19066695, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.32952833, + "White_Blood_Cell_Count": 4.825986317, + "Platelet_Count": 448.337131, + "Albumin_Level": 4.312169533, + "Alkaline_Phosphatase_Level": 30.9056726, + "Alanine_Aminotransferase_Level": 16.76552686, + "Aspartate_Aminotransferase_Level": 23.98093535, + "Creatinine_Level": 0.561879895, + "LDH_Level": 104.2538015, + "Calcium_Level": 8.236691076, + "Phosphorus_Level": 2.793692389, + "Glucose_Level": 93.36787055, + "Potassium_Level": 4.267215901, + "Sodium_Level": 138.8148556, + "Smoking_Pack_Years": 63.8520987 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.34619473, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 11.27161486, + "Aspartate_Aminotransferase_Level": 41.31360328, + "Creatinine_Level": 1.241233847, + "LDH_Level": 211.9375204, + "Calcium_Level": 9.542765084, + "Phosphorus_Level": 4.759431479, + "Glucose_Level": 85.06232509, + "Potassium_Level": 3.624496798, + "Sodium_Level": 139.7295887, + "Smoking_Pack_Years": 47.02330101 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.43205794, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.05875696, + "White_Blood_Cell_Count": 4.849654419, + "Platelet_Count": 252.5780219, + "Albumin_Level": 3.924089617, + "Alkaline_Phosphatase_Level": 99.59601091, + "Alanine_Aminotransferase_Level": 5.373740221, + "Aspartate_Aminotransferase_Level": 36.29352908, + "Creatinine_Level": 0.532960454, + "LDH_Level": 106.2824459, + "Calcium_Level": 8.621747053, + "Phosphorus_Level": 3.536696973, + "Glucose_Level": 115.7310457, + "Potassium_Level": 3.929857704, + "Sodium_Level": 135.6356294, + "Smoking_Pack_Years": 12.93175125 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.89780003, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.07813731, + "White_Blood_Cell_Count": 8.431929612, + "Platelet_Count": 327.9919017, + "Albumin_Level": 3.529276567, + "Alkaline_Phosphatase_Level": 41.00609572, + "Alanine_Aminotransferase_Level": 12.34847739, + "Aspartate_Aminotransferase_Level": 43.06784198, + "Creatinine_Level": 1.293823472, + "LDH_Level": 208.9810272, + "Calcium_Level": 10.15289066, + "Phosphorus_Level": 4.88736377, + "Glucose_Level": 125.6042858, + "Potassium_Level": 4.805207748, + "Sodium_Level": 138.1327956, + "Smoking_Pack_Years": 93.36596586 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.2579965, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.46816291, + "White_Blood_Cell_Count": 4.459070045, + "Platelet_Count": 266.6033655, + "Albumin_Level": 4.744719215, + "Alkaline_Phosphatase_Level": 95.1493488, + "Alanine_Aminotransferase_Level": 10.79157663, + "Aspartate_Aminotransferase_Level": 16.64590713, + "Creatinine_Level": 0.504202113, + "LDH_Level": 216.5098334, + "Calcium_Level": 8.871551704, + "Phosphorus_Level": 4.531032353, + "Glucose_Level": 94.27300078, 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"Alanine_Aminotransferase_Level": 22.07693473, + "Aspartate_Aminotransferase_Level": 13.33817279, + "Creatinine_Level": 1.330811826, + "LDH_Level": 206.0205846, + "Calcium_Level": 8.604028425, + "Phosphorus_Level": 2.733494176, + "Glucose_Level": 125.5903968, + "Potassium_Level": 3.701643323, + "Sodium_Level": 139.5337226, + "Smoking_Pack_Years": 22.45839235 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.59913914, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.13766348, + "White_Blood_Cell_Count": 5.063607388, + "Platelet_Count": 446.0605261, + "Albumin_Level": 3.215851227, + "Alkaline_Phosphatase_Level": 94.8361763, + "Alanine_Aminotransferase_Level": 31.99591985, + "Aspartate_Aminotransferase_Level": 27.40792011, + "Creatinine_Level": 0.797265092, + "LDH_Level": 160.6898189, + "Calcium_Level": 8.488064435, + "Phosphorus_Level": 3.514115684, + "Glucose_Level": 82.62968025, + "Potassium_Level": 4.649119256, + "Sodium_Level": 143.4909609, + "Smoking_Pack_Years": 45.63752562 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.78333492, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.33047825, + "White_Blood_Cell_Count": 6.532397967, + "Platelet_Count": 214.7156887, + "Albumin_Level": 3.58560331, + "Alkaline_Phosphatase_Level": 60.03934859, + "Alanine_Aminotransferase_Level": 7.9523995, + "Aspartate_Aminotransferase_Level": 45.01496928, + "Creatinine_Level": 1.383501208, + "LDH_Level": 234.9866907, + "Calcium_Level": 8.674618132, + "Phosphorus_Level": 3.030636563, + "Glucose_Level": 104.8365752, + "Potassium_Level": 4.423419786, + "Sodium_Level": 136.5556553, + "Smoking_Pack_Years": 33.7609666 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.10151426, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.32121892, + "White_Blood_Cell_Count": 9.11301616, + "Platelet_Count": 241.9227931, + "Albumin_Level": 3.381769623, + "Alkaline_Phosphatase_Level": 48.89776803, + "Alanine_Aminotransferase_Level": 13.70803333, + "Aspartate_Aminotransferase_Level": 38.70394387, + "Creatinine_Level": 0.644442499, + "LDH_Level": 116.7289609, + "Calcium_Level": 8.232154604, + "Phosphorus_Level": 3.310946112, + "Glucose_Level": 104.2517019, + "Potassium_Level": 4.993022961, + "Sodium_Level": 135.5798737, + "Smoking_Pack_Years": 10.37379219 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.11243702, + "White_Blood_Cell_Count": 9.777463229, + "Platelet_Count": 294.7582561, + "Albumin_Level": 4.385838761, + "Alkaline_Phosphatase_Level": 107.5098428, + "Alanine_Aminotransferase_Level": 18.89421504, + "Aspartate_Aminotransferase_Level": 35.13939084, + "Creatinine_Level": 0.855356354, + "LDH_Level": 103.3662465, + "Calcium_Level": 9.363450093, + "Phosphorus_Level": 2.843933013, + "Glucose_Level": 133.6742951, + "Potassium_Level": 4.006388733, + "Sodium_Level": 140.0215203, + "Smoking_Pack_Years": 71.51593427 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.36427984, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.46434731, + "White_Blood_Cell_Count": 5.726420893, + "Platelet_Count": 161.4539406, + "Albumin_Level": 4.604665616, + "Alkaline_Phosphatase_Level": 100.5824805, + "Alanine_Aminotransferase_Level": 11.49707065, + "Aspartate_Aminotransferase_Level": 40.59096319, + "Creatinine_Level": 0.827067631, + "LDH_Level": 115.8195587, + "Calcium_Level": 9.892332051, + "Phosphorus_Level": 3.231920519, + "Glucose_Level": 114.0750529, + "Potassium_Level": 4.977253134, + "Sodium_Level": 143.5826003, + "Smoking_Pack_Years": 17.72680438 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.56696478, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.70407415, + "White_Blood_Cell_Count": 4.285332189, + "Platelet_Count": 292.5474661, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.65321862, + "White_Blood_Cell_Count": 6.259783231, + "Platelet_Count": 213.3989862, + "Albumin_Level": 3.95557326, + "Alkaline_Phosphatase_Level": 102.310921, + "Alanine_Aminotransferase_Level": 26.93885878, + "Aspartate_Aminotransferase_Level": 23.01563207, + "Creatinine_Level": 1.452221353, + "LDH_Level": 115.7245438, + "Calcium_Level": 9.207928143, + "Phosphorus_Level": 3.602190675, + "Glucose_Level": 96.28173454, + "Potassium_Level": 3.948541872, + "Sodium_Level": 142.1350688, + "Smoking_Pack_Years": 17.33932037 + }, + { + "Age": 70, + "Gender": "Male", 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163.888028, + "Calcium_Level": 8.204729239, + "Phosphorus_Level": 3.089579495, + "Glucose_Level": 147.6765609, + "Potassium_Level": 3.865911299, + "Sodium_Level": 139.9337659, + "Smoking_Pack_Years": 0.947143112 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.75596671, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.65012165, + "White_Blood_Cell_Count": 6.697574293, + 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"Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.54839384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.98756358, + "White_Blood_Cell_Count": 3.649473266, + "Platelet_Count": 322.9332159, + "Albumin_Level": 3.802648925, + "Alkaline_Phosphatase_Level": 31.37872242, + "Alanine_Aminotransferase_Level": 15.34436434, + "Aspartate_Aminotransferase_Level": 11.19354846, + "Creatinine_Level": 1.297590871, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.59684044, + "White_Blood_Cell_Count": 4.056698099, + "Platelet_Count": 227.3748504, + "Albumin_Level": 3.037514834, + "Alkaline_Phosphatase_Level": 45.05066713, + "Alanine_Aminotransferase_Level": 13.39136656, + "Aspartate_Aminotransferase_Level": 31.42627722, + "Creatinine_Level": 0.96496251, + "LDH_Level": 178.4448489, + "Calcium_Level": 10.33951275, + "Phosphorus_Level": 2.855861815, + "Glucose_Level": 144.9492228, + "Potassium_Level": 4.264985479, + "Sodium_Level": 135.6355613, + "Smoking_Pack_Years": 17.84231806 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.71548535, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.79927202, + "White_Blood_Cell_Count": 6.823269673, + "Platelet_Count": 284.115761, + "Albumin_Level": 3.474825026, + "Alkaline_Phosphatase_Level": 66.75572733, + "Alanine_Aminotransferase_Level": 19.30957467, + "Aspartate_Aminotransferase_Level": 24.54709638, + "Creatinine_Level": 1.429948964, + "LDH_Level": 139.5102325, + "Calcium_Level": 9.221889663, + "Phosphorus_Level": 3.228674404, + "Glucose_Level": 97.09523428, + "Potassium_Level": 4.753112492, + "Sodium_Level": 136.6801329, + "Smoking_Pack_Years": 99.56867491 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.50956819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.05217957, + "White_Blood_Cell_Count": 3.898872673, + "Platelet_Count": 418.8422428, + "Albumin_Level": 4.387262731, + "Alkaline_Phosphatase_Level": 60.86289731, + "Alanine_Aminotransferase_Level": 6.768762898, + "Aspartate_Aminotransferase_Level": 14.95133691, + "Creatinine_Level": 1.302092962, + 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"Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.78168497, + "White_Blood_Cell_Count": 6.245261261, + "Platelet_Count": 267.3557496, + "Albumin_Level": 3.545016983, + "Alkaline_Phosphatase_Level": 117.221176, + "Alanine_Aminotransferase_Level": 12.99727896, + "Aspartate_Aminotransferase_Level": 19.04943753, + "Creatinine_Level": 1.011099778, + "LDH_Level": 204.4467164, + "Calcium_Level": 9.106137726, + "Phosphorus_Level": 4.013973721, + "Glucose_Level": 128.681018, + "Potassium_Level": 3.884482864, + "Sodium_Level": 138.7641346, + "Smoking_Pack_Years": 54.75994122 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.65116499, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.88068378, + "White_Blood_Cell_Count": 3.557830508, + "Platelet_Count": 197.8676788, + "Albumin_Level": 4.384383193, + "Alkaline_Phosphatase_Level": 97.6798701, + "Alanine_Aminotransferase_Level": 26.62345631, + "Aspartate_Aminotransferase_Level": 14.71468321, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.61741294, + "White_Blood_Cell_Count": 6.849664768, + "Platelet_Count": 188.0612033, + "Albumin_Level": 4.70365103, + "Alkaline_Phosphatase_Level": 78.2339907, + "Alanine_Aminotransferase_Level": 35.505808, + "Aspartate_Aminotransferase_Level": 39.03959789, + "Creatinine_Level": 1.286327979, + "LDH_Level": 201.5485861, + "Calcium_Level": 9.402673364, + "Phosphorus_Level": 4.291438436, + "Glucose_Level": 136.1953422, + "Potassium_Level": 3.763976675, + "Sodium_Level": 136.0351015, + "Smoking_Pack_Years": 58.50965438 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.99771143, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.4676847, + "White_Blood_Cell_Count": 6.317790368, + "Platelet_Count": 443.0534063, + "Albumin_Level": 4.221742739, + "Alkaline_Phosphatase_Level": 102.2422625, + "Alanine_Aminotransferase_Level": 28.42064447, + "Aspartate_Aminotransferase_Level": 23.07599085, + "Creatinine_Level": 0.994725678, + "LDH_Level": 153.8766485, + "Calcium_Level": 8.48895816, + "Phosphorus_Level": 4.097246433, + "Glucose_Level": 144.709379, + "Potassium_Level": 4.884627885, + "Sodium_Level": 137.8749417, + "Smoking_Pack_Years": 4.844049055 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.51526547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.7377748, + "White_Blood_Cell_Count": 6.764893596, + "Platelet_Count": 307.9178331, + "Albumin_Level": 4.565209765, + "Alkaline_Phosphatase_Level": 71.83247523, + "Alanine_Aminotransferase_Level": 8.358244291, + "Aspartate_Aminotransferase_Level": 19.71130775, + "Creatinine_Level": 0.900413937, + "LDH_Level": 176.2518525, + "Calcium_Level": 8.896333001, + "Phosphorus_Level": 2.818162562, + "Glucose_Level": 94.39848877, + "Potassium_Level": 4.053870507, + "Sodium_Level": 144.7202412, + "Smoking_Pack_Years": 3.765409067 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.33030905, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.98354324, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.20588969, + "White_Blood_Cell_Count": 9.462231776, + "Platelet_Count": 415.8546157, + "Albumin_Level": 3.117266005, + "Alkaline_Phosphatase_Level": 77.67493232, + "Alanine_Aminotransferase_Level": 11.53929967, + "Aspartate_Aminotransferase_Level": 43.42772032, + "Creatinine_Level": 1.303098446, + "LDH_Level": 101.3330918, + "Calcium_Level": 8.842521136, + "Phosphorus_Level": 3.345976813, + "Glucose_Level": 119.9650046, + "Potassium_Level": 3.722509721, + "Sodium_Level": 140.9681954, + "Smoking_Pack_Years": 31.86260202 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.56870303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.3225294, + "White_Blood_Cell_Count": 7.368903573, + "Platelet_Count": 279.7523136, + "Albumin_Level": 3.073405152, + "Alkaline_Phosphatase_Level": 88.50748828, + "Alanine_Aminotransferase_Level": 9.641192277, + "Aspartate_Aminotransferase_Level": 43.47803129, + "Creatinine_Level": 0.706862677, + "LDH_Level": 197.9983383, + "Calcium_Level": 9.405352348, + "Phosphorus_Level": 3.518286479, + "Glucose_Level": 82.30640606, + "Potassium_Level": 4.035116548, + "Sodium_Level": 135.9323456, + "Smoking_Pack_Years": 21.9472657 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.00839412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.9430757, + "White_Blood_Cell_Count": 7.884588997, + "Platelet_Count": 440.8676353, + "Albumin_Level": 4.624795133, + "Alkaline_Phosphatase_Level": 72.55170944, + "Alanine_Aminotransferase_Level": 36.43673776, + "Aspartate_Aminotransferase_Level": 48.52648907, + "Creatinine_Level": 0.813415896, + "LDH_Level": 190.4289458, + "Calcium_Level": 8.741192978, + "Phosphorus_Level": 3.009279424, + "Glucose_Level": 91.34473066, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.76882886, + "White_Blood_Cell_Count": 8.412927522, + "Platelet_Count": 214.3303171, + "Albumin_Level": 3.99988699, + "Alkaline_Phosphatase_Level": 53.69651538, + "Alanine_Aminotransferase_Level": 38.33606208, + "Aspartate_Aminotransferase_Level": 19.16868121, + "Creatinine_Level": 1.108322329, + "LDH_Level": 178.3102517, + "Calcium_Level": 10.47428097, + "Phosphorus_Level": 4.590575154, + "Glucose_Level": 114.7479082, + "Potassium_Level": 4.344267214, + "Sodium_Level": 144.4071193, + "Smoking_Pack_Years": 89.65354074 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.48881771, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.68015022, + "White_Blood_Cell_Count": 4.970380538, + "Platelet_Count": 175.6346812, + "Albumin_Level": 3.220469708, + "Alkaline_Phosphatase_Level": 119.5748559, + "Alanine_Aminotransferase_Level": 27.77473127, + "Aspartate_Aminotransferase_Level": 15.46872304, + "Creatinine_Level": 0.915030126, + "LDH_Level": 214.7711906, + "Calcium_Level": 10.39575605, + "Phosphorus_Level": 2.911356641, + "Glucose_Level": 106.2822308, + "Potassium_Level": 3.541355602, + "Sodium_Level": 141.5839615, + "Smoking_Pack_Years": 32.84960003 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.15931441, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.89391179, + "White_Blood_Cell_Count": 9.463279063, + "Platelet_Count": 316.8558356, + "Albumin_Level": 4.863239842, + "Alkaline_Phosphatase_Level": 105.1441712, + "Alanine_Aminotransferase_Level": 18.79790861, + "Aspartate_Aminotransferase_Level": 13.94553978, + "Creatinine_Level": 1.428384745, + "LDH_Level": 182.4006583, + "Calcium_Level": 8.848809544, + "Phosphorus_Level": 3.678589705, + "Glucose_Level": 114.4168611, + "Potassium_Level": 4.071634016, + "Sodium_Level": 144.6221775, + "Smoking_Pack_Years": 96.73777305 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.27018816, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.92736269, + "White_Blood_Cell_Count": 5.478676119, + "Platelet_Count": 192.8098194, + "Albumin_Level": 4.248203272, + "Alkaline_Phosphatase_Level": 95.62192887, + "Alanine_Aminotransferase_Level": 15.20102962, + "Aspartate_Aminotransferase_Level": 13.52341035, + "Creatinine_Level": 1.188233398, + "LDH_Level": 182.9315642, + "Calcium_Level": 8.625638846, + "Phosphorus_Level": 4.684091457, + "Glucose_Level": 118.9772526, + "Potassium_Level": 4.210622496, + "Sodium_Level": 137.6806485, + "Smoking_Pack_Years": 41.14724895 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.67161754, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.8556064, + "White_Blood_Cell_Count": 4.504537426, + "Platelet_Count": 319.6315165, + "Albumin_Level": 4.6854064, + "Alkaline_Phosphatase_Level": 78.86904625, + "Alanine_Aminotransferase_Level": 25.68606063, + "Aspartate_Aminotransferase_Level": 14.62886048, + "Creatinine_Level": 0.998268501, + "LDH_Level": 138.3681604, + "Calcium_Level": 10.26569533, + "Phosphorus_Level": 4.748471006, + "Glucose_Level": 140.4574082, + "Potassium_Level": 4.176034156, + "Sodium_Level": 138.1145883, + "Smoking_Pack_Years": 11.94537353 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.26857218, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.47303576, + "White_Blood_Cell_Count": 6.972413635, + "Platelet_Count": 153.1846987, + "Albumin_Level": 3.911591114, + "Alkaline_Phosphatase_Level": 115.9496301, + "Alanine_Aminotransferase_Level": 28.01767844, + "Aspartate_Aminotransferase_Level": 21.88721352, + "Creatinine_Level": 1.207867176, + "LDH_Level": 134.9658158, + "Calcium_Level": 8.444946675, + "Phosphorus_Level": 2.682220963, + "Glucose_Level": 145.6965395, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.97467693, + "White_Blood_Cell_Count": 4.937729863, + "Platelet_Count": 228.9208302, + "Albumin_Level": 3.830797114, + "Alkaline_Phosphatase_Level": 48.28194046, + "Alanine_Aminotransferase_Level": 37.49021309, + "Aspartate_Aminotransferase_Level": 17.7948759, + "Creatinine_Level": 0.65910387, + "LDH_Level": 243.3918046, + "Calcium_Level": 10.49540307, + "Phosphorus_Level": 4.167744669, + "Glucose_Level": 95.93411067, + "Potassium_Level": 4.963520893, + "Sodium_Level": 142.635114, + "Smoking_Pack_Years": 29.40480082 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.17702134, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.24893451, + "White_Blood_Cell_Count": 9.658484069, + "Platelet_Count": 356.3749405, + "Albumin_Level": 3.850931632, + "Alkaline_Phosphatase_Level": 100.4226672, + "Alanine_Aminotransferase_Level": 31.29779271, + "Aspartate_Aminotransferase_Level": 12.99208498, + "Creatinine_Level": 1.001071115, + "LDH_Level": 110.574445, + "Calcium_Level": 8.489477166, + "Phosphorus_Level": 2.640593844, + "Glucose_Level": 116.2547372, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 14.51249335, + "Aspartate_Aminotransferase_Level": 29.13003241, + "Creatinine_Level": 0.550569351, + "LDH_Level": 210.4925383, + "Calcium_Level": 8.933691142, + "Phosphorus_Level": 3.490803184, + "Glucose_Level": 72.89107322, + "Potassium_Level": 3.904808859, + "Sodium_Level": 136.7488735, + "Smoking_Pack_Years": 26.18424202 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.55260462, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.85146727, + "White_Blood_Cell_Count": 4.479995409, + "Platelet_Count": 398.6882566, + "Albumin_Level": 3.676491926, + "Alkaline_Phosphatase_Level": 73.48523516, + "Alanine_Aminotransferase_Level": 31.11920839, + "Aspartate_Aminotransferase_Level": 11.20481237, + "Creatinine_Level": 1.236094573, + "LDH_Level": 134.723647, + "Calcium_Level": 8.558291858, + "Phosphorus_Level": 3.724261849, + "Glucose_Level": 127.5154173, + "Potassium_Level": 4.37092777, + "Sodium_Level": 141.5105625, + "Smoking_Pack_Years": 14.02850432 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.49299351, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.64520373, + "White_Blood_Cell_Count": 3.581966036, + "Platelet_Count": 240.4471997, + "Albumin_Level": 4.201812659, + "Alkaline_Phosphatase_Level": 49.53009111, + "Alanine_Aminotransferase_Level": 6.876468584, + "Aspartate_Aminotransferase_Level": 48.93664113, + "Creatinine_Level": 1.21954898, + "LDH_Level": 107.4948177, + "Calcium_Level": 9.805498032, + "Phosphorus_Level": 3.510711607, + "Glucose_Level": 135.0596478, + "Potassium_Level": 3.922559721, + "Sodium_Level": 142.1241795, + "Smoking_Pack_Years": 95.29781217 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.67600396, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.54027376, + "White_Blood_Cell_Count": 5.072348329, + "Platelet_Count": 393.7472113, + "Albumin_Level": 4.168121112, + "Alkaline_Phosphatase_Level": 86.93389226, + "Alanine_Aminotransferase_Level": 18.25175071, + "Aspartate_Aminotransferase_Level": 21.19881482, + "Creatinine_Level": 1.039212979, + "LDH_Level": 212.0657339, + "Calcium_Level": 9.196146398, + "Phosphorus_Level": 3.744123143, + "Glucose_Level": 100.2062538, + "Potassium_Level": 3.622252549, + "Sodium_Level": 136.142683, + "Smoking_Pack_Years": 53.77243033 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.93953854, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.64575519, + "White_Blood_Cell_Count": 5.602327875, + "Platelet_Count": 382.0064378, + "Albumin_Level": 4.828190099, + "Alkaline_Phosphatase_Level": 72.97076269, + "Alanine_Aminotransferase_Level": 12.46243206, + "Aspartate_Aminotransferase_Level": 23.23097947, + "Creatinine_Level": 0.593875914, + "LDH_Level": 208.9068893, + "Calcium_Level": 9.014840812, + "Phosphorus_Level": 3.972989714, + "Glucose_Level": 143.877563, + "Potassium_Level": 4.80874984, + "Sodium_Level": 137.8385756, + "Smoking_Pack_Years": 7.517650164 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.76395792, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.08733573, + "White_Blood_Cell_Count": 7.742617761, + "Platelet_Count": 325.0251328, + "Albumin_Level": 4.993850076, + "Alkaline_Phosphatase_Level": 40.8868245, + "Alanine_Aminotransferase_Level": 10.2251246, + "Aspartate_Aminotransferase_Level": 15.5522782, + "Creatinine_Level": 1.310750752, + "LDH_Level": 152.8566586, + "Calcium_Level": 8.411923739, + "Phosphorus_Level": 4.244028682, + "Glucose_Level": 110.1470263, + "Potassium_Level": 3.73875156, + "Sodium_Level": 135.7646198, + "Smoking_Pack_Years": 9.255619406 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.16371618, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.19652951, + "White_Blood_Cell_Count": 7.37239373, + "Platelet_Count": 420.0899472, + "Albumin_Level": 3.433894325, + "Alkaline_Phosphatase_Level": 32.61707169, + "Alanine_Aminotransferase_Level": 32.15300982, + "Aspartate_Aminotransferase_Level": 36.41511257, + "Creatinine_Level": 0.923238482, + "LDH_Level": 118.9768207, + "Calcium_Level": 8.192360842, + "Phosphorus_Level": 4.241128671, + "Glucose_Level": 71.0443947, + "Potassium_Level": 4.562944985, + "Sodium_Level": 143.4677245, + "Smoking_Pack_Years": 73.86825405 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.63265946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.69501923, + "White_Blood_Cell_Count": 3.836021596, + "Platelet_Count": 165.4689104, + "Albumin_Level": 4.260004881, + "Alkaline_Phosphatase_Level": 118.6438421, + "Alanine_Aminotransferase_Level": 33.65405127, + "Aspartate_Aminotransferase_Level": 21.04928152, + "Creatinine_Level": 0.684104996, + "LDH_Level": 241.7811349, + "Calcium_Level": 9.770153691, + "Phosphorus_Level": 4.072413224, + "Glucose_Level": 125.5303611, + "Potassium_Level": 3.69112644, + "Sodium_Level": 137.7277422, + "Smoking_Pack_Years": 5.543276111 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.55279757, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.64214292, + "White_Blood_Cell_Count": 5.334999922, + "Platelet_Count": 232.3146991, + "Albumin_Level": 3.617558904, + "Alkaline_Phosphatase_Level": 52.12659168, + "Alanine_Aminotransferase_Level": 8.121618453, + "Aspartate_Aminotransferase_Level": 49.296256, + "Creatinine_Level": 0.549767983, + "LDH_Level": 126.3452206, + "Calcium_Level": 8.751961414, + "Phosphorus_Level": 3.054627453, + "Glucose_Level": 90.65191796, + "Potassium_Level": 3.88825691, + "Sodium_Level": 140.2800767, + "Smoking_Pack_Years": 79.18767801 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.71979199, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.72413334, + "White_Blood_Cell_Count": 7.023786233, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.43599475, + "White_Blood_Cell_Count": 4.583630242, + "Platelet_Count": 427.7883826, + "Albumin_Level": 4.85972031, + "Alkaline_Phosphatase_Level": 70.584247, + "Alanine_Aminotransferase_Level": 21.56378769, + "Aspartate_Aminotransferase_Level": 31.50108675, + "Creatinine_Level": 1.029135255, + "LDH_Level": 151.8530519, + "Calcium_Level": 9.351201882, + "Phosphorus_Level": 3.547356352, + "Glucose_Level": 101.7979036, + "Potassium_Level": 4.432520053, + "Sodium_Level": 135.6838489, + "Smoking_Pack_Years": 18.01185729 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.07100174, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.15430759, + "White_Blood_Cell_Count": 9.516681372, + "Platelet_Count": 385.845563, + "Albumin_Level": 3.589402852, + "Alkaline_Phosphatase_Level": 107.1736803, + "Alanine_Aminotransferase_Level": 5.484803351, + "Aspartate_Aminotransferase_Level": 15.10937935, + "Creatinine_Level": 1.263190338, + "LDH_Level": 123.4923158, + "Calcium_Level": 10.1284682, + "Phosphorus_Level": 2.547800833, + "Glucose_Level": 95.90584545, + "Potassium_Level": 3.923280488, + "Sodium_Level": 136.1323699, + "Smoking_Pack_Years": 24.73895493 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.67715634, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.00237153, + "White_Blood_Cell_Count": 8.640004231, + "Platelet_Count": 320.8109195, + "Albumin_Level": 3.282821488, + "Alkaline_Phosphatase_Level": 33.60236111, + "Alanine_Aminotransferase_Level": 21.24679787, + "Aspartate_Aminotransferase_Level": 42.95311669, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.57208447, + "White_Blood_Cell_Count": 7.576008715, + "Platelet_Count": 336.7576266, + "Albumin_Level": 3.87092732, + "Alkaline_Phosphatase_Level": 102.5931213, + "Alanine_Aminotransferase_Level": 9.5493043, + "Aspartate_Aminotransferase_Level": 46.92147167, + "Creatinine_Level": 0.858080216, + "LDH_Level": 221.1274937, + "Calcium_Level": 9.840040038, + "Phosphorus_Level": 4.282477091, + "Glucose_Level": 106.1040733, + "Potassium_Level": 4.004214178, + "Sodium_Level": 140.5182486, + "Smoking_Pack_Years": 56.87179518 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.81426213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.24506638, + "White_Blood_Cell_Count": 6.097081603, + "Platelet_Count": 308.7520218, + "Albumin_Level": 4.680328143, + "Alkaline_Phosphatase_Level": 96.51508821, + "Alanine_Aminotransferase_Level": 27.11074534, + "Aspartate_Aminotransferase_Level": 38.88998749, + "Creatinine_Level": 0.883885672, + "LDH_Level": 127.3110254, + "Calcium_Level": 9.343970065, + "Phosphorus_Level": 3.5847612, + "Glucose_Level": 120.1739255, + "Potassium_Level": 4.534801235, + "Sodium_Level": 141.7560441, + "Smoking_Pack_Years": 9.804455467 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.99583645, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.20671037, + "White_Blood_Cell_Count": 3.745015358, + "Platelet_Count": 231.0285674, + "Albumin_Level": 4.847026204, + "Alkaline_Phosphatase_Level": 85.18427012, + "Alanine_Aminotransferase_Level": 10.08774096, + "Aspartate_Aminotransferase_Level": 45.74413142, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.3970986, + "White_Blood_Cell_Count": 9.431633241, + "Platelet_Count": 449.9441528, + "Albumin_Level": 3.89087037, + "Alkaline_Phosphatase_Level": 48.18375227, + "Alanine_Aminotransferase_Level": 31.54920017, + "Aspartate_Aminotransferase_Level": 12.53912142, + "Creatinine_Level": 0.670111147, + "LDH_Level": 241.2451745, + "Calcium_Level": 9.024089984, + "Phosphorus_Level": 3.522328936, + "Glucose_Level": 132.0784971, + "Potassium_Level": 4.001583793, + "Sodium_Level": 143.4151437, + "Smoking_Pack_Years": 69.24163143 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.31357451, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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142.1095291, + "Smoking_Pack_Years": 48.79742841 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.51523526, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.80523797, + "White_Blood_Cell_Count": 8.080615201, + "Platelet_Count": 426.3119378, + "Albumin_Level": 4.033633623, + "Alkaline_Phosphatase_Level": 42.19638001, + "Alanine_Aminotransferase_Level": 8.823976131, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.36713297, + "White_Blood_Cell_Count": 4.930187863, + "Platelet_Count": 441.1640942, + "Albumin_Level": 4.39850124, + "Alkaline_Phosphatase_Level": 79.0139836, + "Alanine_Aminotransferase_Level": 17.40089099, + "Aspartate_Aminotransferase_Level": 16.03035759, + "Creatinine_Level": 1.341453222, + "LDH_Level": 241.3146389, + "Calcium_Level": 9.691297164, + "Phosphorus_Level": 4.399458202, + "Glucose_Level": 118.4737323, + "Potassium_Level": 4.672619842, + "Sodium_Level": 142.0129729, + "Smoking_Pack_Years": 52.5208253 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.01058652, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.18995301, + "White_Blood_Cell_Count": 9.695106024, + "Platelet_Count": 340.9479908, + "Albumin_Level": 4.974754028, + "Alkaline_Phosphatase_Level": 79.39069795, + "Alanine_Aminotransferase_Level": 20.24357567, + "Aspartate_Aminotransferase_Level": 43.62008777, + "Creatinine_Level": 1.126277287, + "LDH_Level": 119.1784268, + "Calcium_Level": 10.22548727, + "Phosphorus_Level": 2.812859735, + "Glucose_Level": 75.47828537, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.74917148, + "White_Blood_Cell_Count": 7.976199241, + "Platelet_Count": 438.1939318, + "Albumin_Level": 4.117903022, + "Alkaline_Phosphatase_Level": 58.35591518, + "Alanine_Aminotransferase_Level": 29.63570093, + "Aspartate_Aminotransferase_Level": 10.81682413, + "Creatinine_Level": 0.7014959, + "LDH_Level": 162.9385606, + "Calcium_Level": 10.34562632, + "Phosphorus_Level": 3.279275074, + "Glucose_Level": 143.2973043, + "Potassium_Level": 4.731339407, + "Sodium_Level": 144.7257554, + "Smoking_Pack_Years": 26.19239924 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.03029874, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Alanine_Aminotransferase_Level": 9.329493284, + "Aspartate_Aminotransferase_Level": 18.23379176, + "Creatinine_Level": 0.794329371, + "LDH_Level": 197.4889703, + "Calcium_Level": 9.274902123, + "Phosphorus_Level": 3.993714194, + "Glucose_Level": 140.5299072, + "Potassium_Level": 4.963729966, + "Sodium_Level": 144.1159218, + "Smoking_Pack_Years": 58.56589868 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.84998428, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.5247939, + "White_Blood_Cell_Count": 8.370587899, + "Platelet_Count": 435.2914364, + "Albumin_Level": 4.157693896, + "Alkaline_Phosphatase_Level": 105.4819463, + "Alanine_Aminotransferase_Level": 37.04669866, + "Aspartate_Aminotransferase_Level": 37.82397804, + "Creatinine_Level": 1.324556595, + "LDH_Level": 215.2143412, + "Calcium_Level": 9.727823575, + "Phosphorus_Level": 2.988434702, + "Glucose_Level": 129.2585833, + "Potassium_Level": 4.461560793, + "Sodium_Level": 144.6295723, + "Smoking_Pack_Years": 77.69946216 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.60216391, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.20305149, + "White_Blood_Cell_Count": 8.04123516, + "Platelet_Count": 229.5630329, + "Albumin_Level": 4.450471662, + "Alkaline_Phosphatase_Level": 56.93480328, + "Alanine_Aminotransferase_Level": 14.34571922, + "Aspartate_Aminotransferase_Level": 42.13014836, + "Creatinine_Level": 1.050366229, + "LDH_Level": 120.0674462, + "Calcium_Level": 9.828607041, + "Phosphorus_Level": 2.573520965, + "Glucose_Level": 124.1122312, + "Potassium_Level": 4.592238513, + "Sodium_Level": 139.1776767, + "Smoking_Pack_Years": 86.14445321 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.22919619, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.7831503, + "White_Blood_Cell_Count": 7.315865452, + "Platelet_Count": 242.5057429, + "Albumin_Level": 3.530642824, + "Alkaline_Phosphatase_Level": 55.71758725, + "Alanine_Aminotransferase_Level": 20.0377544, + "Aspartate_Aminotransferase_Level": 36.67469387, + "Creatinine_Level": 1.449791967, + "LDH_Level": 190.7398864, + "Calcium_Level": 8.731471504, + "Phosphorus_Level": 2.805621367, + "Glucose_Level": 134.1820654, + "Potassium_Level": 3.697029735, + "Sodium_Level": 136.4700706, + "Smoking_Pack_Years": 78.79547316 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.23735027, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.48929218, + "White_Blood_Cell_Count": 4.944730462, + "Platelet_Count": 286.298041, + "Albumin_Level": 3.44479883, + "Alkaline_Phosphatase_Level": 87.95814937, + "Alanine_Aminotransferase_Level": 11.49116249, + "Aspartate_Aminotransferase_Level": 34.24971408, + "Creatinine_Level": 0.605057634, + "LDH_Level": 121.0440281, + "Calcium_Level": 10.4621578, + "Phosphorus_Level": 2.506654346, + "Glucose_Level": 91.31426141, + "Potassium_Level": 4.640481912, + "Sodium_Level": 143.9643794, + "Smoking_Pack_Years": 23.64976711 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.20730013, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.05821004, + "White_Blood_Cell_Count": 8.374376454, + "Platelet_Count": 232.83457, + "Albumin_Level": 3.504612695, + "Alkaline_Phosphatase_Level": 114.4898357, + "Alanine_Aminotransferase_Level": 11.81598156, + "Aspartate_Aminotransferase_Level": 24.18406533, + "Creatinine_Level": 0.924008534, + "LDH_Level": 174.9813064, + "Calcium_Level": 10.05220454, + "Phosphorus_Level": 3.496771373, + "Glucose_Level": 129.5696517, + "Potassium_Level": 3.606414403, + "Sodium_Level": 143.4670453, + "Smoking_Pack_Years": 41.03052182 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.10652558, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.66102243, + "White_Blood_Cell_Count": 5.478048512, + "Platelet_Count": 205.8800614, + "Albumin_Level": 3.186808222, + "Alkaline_Phosphatase_Level": 89.0697343, + "Alanine_Aminotransferase_Level": 30.28962787, + "Aspartate_Aminotransferase_Level": 46.51830042, + "Creatinine_Level": 1.169351562, + "LDH_Level": 110.8346806, + "Calcium_Level": 8.748605211, + "Phosphorus_Level": 3.280424824, + "Glucose_Level": 136.2210098, + "Potassium_Level": 4.228299342, + "Sodium_Level": 142.9335056, + "Smoking_Pack_Years": 24.2317328 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.54722774, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.8404437, + "White_Blood_Cell_Count": 6.422900998, + "Platelet_Count": 201.1421256, + "Albumin_Level": 3.795438296, + "Alkaline_Phosphatase_Level": 86.02793919, + "Alanine_Aminotransferase_Level": 23.10636862, + "Aspartate_Aminotransferase_Level": 18.17757882, + "Creatinine_Level": 1.180608547, + "LDH_Level": 166.2875574, + "Calcium_Level": 8.001000418, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.30802329, + "White_Blood_Cell_Count": 8.684834391, + "Platelet_Count": 399.5012691, + "Albumin_Level": 4.466557155, + "Alkaline_Phosphatase_Level": 32.92093613, + "Alanine_Aminotransferase_Level": 17.74183638, + "Aspartate_Aminotransferase_Level": 37.17774191, + "Creatinine_Level": 1.068390241, + "LDH_Level": 151.109119, + "Calcium_Level": 8.83322038, + "Phosphorus_Level": 3.89503854, + "Glucose_Level": 128.7516494, + "Potassium_Level": 4.498025444, + "Sodium_Level": 144.7011462, + "Smoking_Pack_Years": 23.62180099 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": 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10.14111457, + "Phosphorus_Level": 3.025157182, + "Glucose_Level": 72.50815156, + "Potassium_Level": 3.560029875, + "Sodium_Level": 143.2327802, + "Smoking_Pack_Years": 17.54544187 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.00954407, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.80891739, + "White_Blood_Cell_Count": 7.131380608, + "Platelet_Count": 300.9740868, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.69957111, + "White_Blood_Cell_Count": 8.669410738, + "Platelet_Count": 164.7014605, + "Albumin_Level": 3.138865677, + "Alkaline_Phosphatase_Level": 75.45031357, + "Alanine_Aminotransferase_Level": 19.92020746, + "Aspartate_Aminotransferase_Level": 27.11187115, + "Creatinine_Level": 0.711460851, + "LDH_Level": 100.4188663, + "Calcium_Level": 8.073333957, + "Phosphorus_Level": 2.625659094, + "Glucose_Level": 85.17524071, + "Potassium_Level": 3.618461349, + "Sodium_Level": 136.8061898, + "Smoking_Pack_Years": 28.64797717 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.73848633, + "White_Blood_Cell_Count": 4.931156945, + "Platelet_Count": 438.5878498, + "Albumin_Level": 3.610696089, + "Alkaline_Phosphatase_Level": 71.96026097, + "Alanine_Aminotransferase_Level": 12.68268396, + "Aspartate_Aminotransferase_Level": 25.55604645, + "Creatinine_Level": 1.336674316, + "LDH_Level": 195.3491329, + "Calcium_Level": 8.627270289, + "Phosphorus_Level": 3.058477896, + "Glucose_Level": 100.3241163, + "Potassium_Level": 4.990349804, + "Sodium_Level": 143.6903114, + "Smoking_Pack_Years": 33.2554113 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.66776679, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.97668419, + "White_Blood_Cell_Count": 6.161721869, + "Platelet_Count": 212.2734312, + "Albumin_Level": 4.798714312, + "Alkaline_Phosphatase_Level": 84.42603258, + "Alanine_Aminotransferase_Level": 19.22217429, + "Aspartate_Aminotransferase_Level": 41.11853452, + "Creatinine_Level": 1.124691666, + "LDH_Level": 130.8621252, + "Calcium_Level": 9.457851288, + "Phosphorus_Level": 3.82278711, + "Glucose_Level": 133.9213136, + "Potassium_Level": 4.182216571, + "Sodium_Level": 142.2941985, + "Smoking_Pack_Years": 58.00385798 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.49743658, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.28981234, + "White_Blood_Cell_Count": 5.678288362, + "Platelet_Count": 445.3340442, + "Albumin_Level": 4.455273444, + "Alkaline_Phosphatase_Level": 55.60040252, + "Alanine_Aminotransferase_Level": 37.84771145, + "Aspartate_Aminotransferase_Level": 19.1283274, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.04490595, + "White_Blood_Cell_Count": 9.084224319, + "Platelet_Count": 221.6461327, + "Albumin_Level": 4.433647103, + "Alkaline_Phosphatase_Level": 80.58455617, + "Alanine_Aminotransferase_Level": 37.07818421, + "Aspartate_Aminotransferase_Level": 44.60812054, + "Creatinine_Level": 1.082529656, + "LDH_Level": 175.7176769, + "Calcium_Level": 8.891376338, + "Phosphorus_Level": 4.912443797, + "Glucose_Level": 141.4748658, + "Potassium_Level": 4.806831564, + "Sodium_Level": 142.1741291, + "Smoking_Pack_Years": 39.52184551 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.77261213, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.60392833, + "White_Blood_Cell_Count": 7.139050499, + "Platelet_Count": 224.1729451, + "Albumin_Level": 3.572562183, + "Alkaline_Phosphatase_Level": 110.8312422, + "Alanine_Aminotransferase_Level": 8.974361341, + "Aspartate_Aminotransferase_Level": 16.57884556, + "Creatinine_Level": 0.874626664, + "LDH_Level": 214.7241071, + "Calcium_Level": 10.32533064, + "Phosphorus_Level": 2.657368683, + "Glucose_Level": 70.72610742, + "Potassium_Level": 4.733845073, + "Sodium_Level": 138.869945, + "Smoking_Pack_Years": 35.30398753 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.21165147, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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36.18929913, + "Aspartate_Aminotransferase_Level": 35.33322034, + "Creatinine_Level": 1.115904986, + "LDH_Level": 246.82995, + "Calcium_Level": 8.168449206, + "Phosphorus_Level": 3.945546364, + "Glucose_Level": 143.729142, + "Potassium_Level": 3.93101184, + "Sodium_Level": 136.0873311, + "Smoking_Pack_Years": 91.27863151 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.75710855, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 95, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.66043258, + "White_Blood_Cell_Count": 9.67066822, + "Platelet_Count": 173.0168069, + "Albumin_Level": 3.417303384, + "Alkaline_Phosphatase_Level": 82.03476485, + "Alanine_Aminotransferase_Level": 7.207224897, + "Aspartate_Aminotransferase_Level": 13.25259297, + "Creatinine_Level": 1.495893831, + "LDH_Level": 144.2453737, + "Calcium_Level": 8.969926336, + "Phosphorus_Level": 3.560477985, + "Glucose_Level": 75.46591039, + "Potassium_Level": 4.901853191, + "Sodium_Level": 137.7891236, + "Smoking_Pack_Years": 43.02877133 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.15296198, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.20409571, + "White_Blood_Cell_Count": 6.780160595, + "Platelet_Count": 389.1321978, + "Albumin_Level": 3.444215053, + "Alkaline_Phosphatase_Level": 64.3165944, + "Alanine_Aminotransferase_Level": 32.68682224, + "Aspartate_Aminotransferase_Level": 27.34608556, + "Creatinine_Level": 1.279385105, + "LDH_Level": 243.6791787, + "Calcium_Level": 9.529938235, + "Phosphorus_Level": 2.983808576, + "Glucose_Level": 112.209394, + "Potassium_Level": 3.852754968, + "Sodium_Level": 136.1256581, + "Smoking_Pack_Years": 86.81134675 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.33226249, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.90094913, + "White_Blood_Cell_Count": 4.930734193, + "Platelet_Count": 390.9152108, + "Albumin_Level": 3.53350313, + "Alkaline_Phosphatase_Level": 89.07361134, + "Alanine_Aminotransferase_Level": 10.2970191, + "Aspartate_Aminotransferase_Level": 13.72748111, + "Creatinine_Level": 1.371175682, + "LDH_Level": 126.8637466, + "Calcium_Level": 10.49643979, + "Phosphorus_Level": 4.443904543, + "Glucose_Level": 77.34269999, + "Potassium_Level": 3.830138535, + "Sodium_Level": 139.383798, + "Smoking_Pack_Years": 73.6861481 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.81575563, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.76541913, + "White_Blood_Cell_Count": 8.75463571, + "Platelet_Count": 302.0777315, + "Albumin_Level": 3.035130953, + "Alkaline_Phosphatase_Level": 82.43696328, + "Alanine_Aminotransferase_Level": 29.30824835, + "Aspartate_Aminotransferase_Level": 34.31828398, + "Creatinine_Level": 1.192508295, + "LDH_Level": 189.7571381, + "Calcium_Level": 9.685359988, + "Phosphorus_Level": 3.378865041, + "Glucose_Level": 148.3671201, + "Potassium_Level": 4.44648401, + "Sodium_Level": 136.63757, + "Smoking_Pack_Years": 63.52487287 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.27353842, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.65879682, + "White_Blood_Cell_Count": 9.581876414, + "Platelet_Count": 170.6765462, + "Albumin_Level": 4.012419575, + "Alkaline_Phosphatase_Level": 34.6285979, + "Alanine_Aminotransferase_Level": 9.642957718, + "Aspartate_Aminotransferase_Level": 12.11554228, + "Creatinine_Level": 1.469158216, + "LDH_Level": 245.2608651, + "Calcium_Level": 9.623867172, + "Phosphorus_Level": 4.297894022, + "Glucose_Level": 117.6067209, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.63840879, + "White_Blood_Cell_Count": 5.589960246, + "Platelet_Count": 279.5960721, + "Albumin_Level": 4.043570409, + "Alkaline_Phosphatase_Level": 62.98856237, + "Alanine_Aminotransferase_Level": 29.73145658, + "Aspartate_Aminotransferase_Level": 29.95737134, + "Creatinine_Level": 0.917619772, + "LDH_Level": 173.855862, + "Calcium_Level": 10.44037715, + "Phosphorus_Level": 2.804286431, + "Glucose_Level": 141.2063315, + "Potassium_Level": 4.069476604, + "Sodium_Level": 142.141976, + "Smoking_Pack_Years": 93.92361601 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.38866225, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.31265259, + "White_Blood_Cell_Count": 3.882699523, + "Platelet_Count": 255.5408793, + "Albumin_Level": 4.095895397, + "Alkaline_Phosphatase_Level": 103.843211, + "Alanine_Aminotransferase_Level": 5.554215752, + "Aspartate_Aminotransferase_Level": 20.91916146, + "Creatinine_Level": 0.651502305, + "LDH_Level": 118.8263556, + "Calcium_Level": 8.946225361, + "Phosphorus_Level": 4.381693092, + "Glucose_Level": 126.4516323, + "Potassium_Level": 4.513220964, + "Sodium_Level": 140.5177101, + "Smoking_Pack_Years": 7.973237901 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.86381486, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.30725123, + "White_Blood_Cell_Count": 8.957607248, + "Platelet_Count": 386.3325942, + "Albumin_Level": 4.184856756, + "Alkaline_Phosphatase_Level": 83.79037261, + "Alanine_Aminotransferase_Level": 14.93657021, + "Aspartate_Aminotransferase_Level": 13.87797823, + "Creatinine_Level": 1.362228295, + "LDH_Level": 176.6658756, + "Calcium_Level": 8.596018182, + "Phosphorus_Level": 2.651494593, + "Glucose_Level": 128.9319283, + "Potassium_Level": 4.018092983, + "Sodium_Level": 136.1381969, + "Smoking_Pack_Years": 26.71779878 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.25040012, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.09707279, + "White_Blood_Cell_Count": 6.914844188, + "Platelet_Count": 302.1823807, + "Albumin_Level": 3.565515177, + "Alkaline_Phosphatase_Level": 90.860997, + "Alanine_Aminotransferase_Level": 34.692246, + "Aspartate_Aminotransferase_Level": 37.10583627, + "Creatinine_Level": 0.820355151, + "LDH_Level": 213.2713523, + "Calcium_Level": 8.776313596, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.89092581, + "White_Blood_Cell_Count": 3.73704994, + "Platelet_Count": 332.3527557, + "Albumin_Level": 3.286942146, + "Alkaline_Phosphatase_Level": 74.08441968, + "Alanine_Aminotransferase_Level": 19.38649038, + "Aspartate_Aminotransferase_Level": 29.73460335, + "Creatinine_Level": 0.970483326, + "LDH_Level": 118.9760258, + "Calcium_Level": 10.07167706, + "Phosphorus_Level": 2.710961035, + "Glucose_Level": 114.6920153, + "Potassium_Level": 4.820067662, + "Sodium_Level": 138.9304945, + "Smoking_Pack_Years": 43.12122872 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.11492697, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.4216942, + "White_Blood_Cell_Count": 6.755393563, + "Platelet_Count": 385.7330261, + "Albumin_Level": 4.404068976, + "Alkaline_Phosphatase_Level": 116.2615345, + "Alanine_Aminotransferase_Level": 32.60621099, + "Aspartate_Aminotransferase_Level": 29.49220446, + "Creatinine_Level": 1.147563042, + "LDH_Level": 241.6003964, + 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"Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.15748943, + "White_Blood_Cell_Count": 7.869070282, + "Platelet_Count": 380.2689239, + "Albumin_Level": 3.557345479, + "Alkaline_Phosphatase_Level": 92.06915177, + "Alanine_Aminotransferase_Level": 9.602618996, + "Aspartate_Aminotransferase_Level": 20.98881274, + "Creatinine_Level": 1.238285703, + "LDH_Level": 223.7375434, + "Calcium_Level": 8.02477629, + "Phosphorus_Level": 4.324900685, + "Glucose_Level": 140.1252309, + "Potassium_Level": 4.247223981, + "Sodium_Level": 137.3788018, + "Smoking_Pack_Years": 17.93770051 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.65216286, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.3933792, + "White_Blood_Cell_Count": 9.564730628, + "Platelet_Count": 422.6010232, + "Albumin_Level": 3.174396404, + "Alkaline_Phosphatase_Level": 39.42718273, + "Alanine_Aminotransferase_Level": 39.68302975, + "Aspartate_Aminotransferase_Level": 17.33400904, + "Creatinine_Level": 1.475435984, + "LDH_Level": 217.6049895, + "Calcium_Level": 8.981637442, + "Phosphorus_Level": 2.647924446, + "Glucose_Level": 88.50225207, + "Potassium_Level": 4.693501853, + "Sodium_Level": 138.2960906, + "Smoking_Pack_Years": 69.16424521 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.16244587, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.44165599, + "White_Blood_Cell_Count": 3.617614219, + "Platelet_Count": 203.1527674, + "Albumin_Level": 4.439369417, + "Alkaline_Phosphatase_Level": 116.6176059, + "Alanine_Aminotransferase_Level": 34.71334097, + "Aspartate_Aminotransferase_Level": 43.14354057, + "Creatinine_Level": 1.418268094, + "LDH_Level": 211.5380177, + "Calcium_Level": 9.98555144, + "Phosphorus_Level": 3.491728723, + "Glucose_Level": 99.13372081, + "Potassium_Level": 4.93365962, + "Sodium_Level": 141.3870039, + "Smoking_Pack_Years": 1.13089928 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.09829261, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.36132091, + "White_Blood_Cell_Count": 7.589167848, + "Platelet_Count": 406.8778574, + "Albumin_Level": 3.419353438, + "Alkaline_Phosphatase_Level": 103.1332151, + "Alanine_Aminotransferase_Level": 28.5577072, + "Aspartate_Aminotransferase_Level": 37.92455752, + "Creatinine_Level": 0.576874301, + "LDH_Level": 189.5863828, + "Calcium_Level": 8.911489648, + "Phosphorus_Level": 3.696254772, + "Glucose_Level": 84.49335795, + "Potassium_Level": 4.462707091, + "Sodium_Level": 140.6470597, + "Smoking_Pack_Years": 59.07046697 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.44170226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.98043319, + "White_Blood_Cell_Count": 9.680165941, + "Platelet_Count": 300.3900325, + "Albumin_Level": 3.049118139, + "Alkaline_Phosphatase_Level": 105.80951, + "Alanine_Aminotransferase_Level": 39.65132227, + "Aspartate_Aminotransferase_Level": 20.49197302, + "Creatinine_Level": 0.555623035, + "LDH_Level": 229.2445768, + "Calcium_Level": 8.582465703, + "Phosphorus_Level": 4.382504361, + "Glucose_Level": 86.49416566, + "Potassium_Level": 4.706763413, + "Sodium_Level": 143.5301167, + "Smoking_Pack_Years": 73.26947978 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.00485593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + 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"Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.72404116, + "White_Blood_Cell_Count": 4.116777834, + "Platelet_Count": 154.8741836, + "Albumin_Level": 3.458021212, + "Alkaline_Phosphatase_Level": 99.74941245, + "Alanine_Aminotransferase_Level": 31.0000295, + "Aspartate_Aminotransferase_Level": 19.56028624, + "Creatinine_Level": 1.117974811, + "LDH_Level": 120.5343234, + "Calcium_Level": 9.253170992, + "Phosphorus_Level": 3.411755994, + "Glucose_Level": 80.677969, + "Potassium_Level": 3.914616512, + "Sodium_Level": 136.8165554, + "Smoking_Pack_Years": 54.79230864 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.862412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.33913348, + "White_Blood_Cell_Count": 5.920662456, + "Platelet_Count": 337.1732781, + "Albumin_Level": 3.272019254, + "Alkaline_Phosphatase_Level": 114.619139, + "Alanine_Aminotransferase_Level": 25.00369628, + "Aspartate_Aminotransferase_Level": 34.0047038, + "Creatinine_Level": 0.969730564, + "LDH_Level": 106.3216776, + "Calcium_Level": 8.771185164, + "Phosphorus_Level": 4.52447133, + "Glucose_Level": 131.2026123, + "Potassium_Level": 4.718172336, + "Sodium_Level": 139.3355303, + "Smoking_Pack_Years": 99.02412939 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.51064038, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.61494718, + "White_Blood_Cell_Count": 4.749313024, + "Platelet_Count": 328.4999364, + "Albumin_Level": 4.114028618, + "Alkaline_Phosphatase_Level": 101.3548253, + "Alanine_Aminotransferase_Level": 34.58321362, + "Aspartate_Aminotransferase_Level": 13.16382653, + "Creatinine_Level": 1.353699703, + "LDH_Level": 238.0291045, + "Calcium_Level": 9.046506205, + "Phosphorus_Level": 2.503480964, + "Glucose_Level": 101.9572868, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 35.59847928, + "Aspartate_Aminotransferase_Level": 45.70275877, + "Creatinine_Level": 0.765568299, + "LDH_Level": 220.7587677, + "Calcium_Level": 10.00235657, + "Phosphorus_Level": 3.562558747, + "Glucose_Level": 132.1334965, + "Potassium_Level": 4.041863829, + "Sodium_Level": 137.1358589, + "Smoking_Pack_Years": 80.02047033 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.55740099, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + 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+ "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.93945999, + "White_Blood_Cell_Count": 8.324928174, + "Platelet_Count": 299.0512449, + "Albumin_Level": 3.765212569, + "Alkaline_Phosphatase_Level": 102.2511252, + "Alanine_Aminotransferase_Level": 10.7045155, + "Aspartate_Aminotransferase_Level": 39.17897415, + "Creatinine_Level": 1.056066559, + "LDH_Level": 203.8386115, + "Calcium_Level": 8.17857146, + "Phosphorus_Level": 4.160859779, + "Glucose_Level": 140.5098917, + "Potassium_Level": 4.538098011, + "Sodium_Level": 136.0633393, + "Smoking_Pack_Years": 40.14175206 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.79183386, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.75063894, + "White_Blood_Cell_Count": 5.578156371, + "Platelet_Count": 410.9072028, + "Albumin_Level": 3.001094581, + "Alkaline_Phosphatase_Level": 91.73387919, + "Alanine_Aminotransferase_Level": 35.065786, + "Aspartate_Aminotransferase_Level": 36.96498593, + "Creatinine_Level": 0.843512746, + "LDH_Level": 217.7338769, + "Calcium_Level": 9.402150201, + "Phosphorus_Level": 2.599515298, + 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61.2988519, + "Alanine_Aminotransferase_Level": 30.53142729, + "Aspartate_Aminotransferase_Level": 47.07192764, + "Creatinine_Level": 1.354128968, + "LDH_Level": 179.0501328, + "Calcium_Level": 8.23462336, + "Phosphorus_Level": 3.878180209, + "Glucose_Level": 102.249069, + "Potassium_Level": 4.246570631, + "Sodium_Level": 141.8264765, + "Smoking_Pack_Years": 3.2742793 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.0879031, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.01961808, + "White_Blood_Cell_Count": 5.674182538, + "Platelet_Count": 448.4440767, + "Albumin_Level": 3.416674374, + "Alkaline_Phosphatase_Level": 107.9271182, + "Alanine_Aminotransferase_Level": 12.95206855, + "Aspartate_Aminotransferase_Level": 12.4248151, + "Creatinine_Level": 0.966060685, + "LDH_Level": 101.4310675, + "Calcium_Level": 9.684978527, + "Phosphorus_Level": 4.794624835, + "Glucose_Level": 79.35567669, + "Potassium_Level": 3.600125598, + "Sodium_Level": 140.7394156, + "Smoking_Pack_Years": 11.34706939 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.75382509, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.68185124, + "White_Blood_Cell_Count": 9.188914588, + "Platelet_Count": 432.2039346, + "Albumin_Level": 4.670528905, + "Alkaline_Phosphatase_Level": 68.48637595, + "Alanine_Aminotransferase_Level": 17.41638637, + "Aspartate_Aminotransferase_Level": 34.70611038, + "Creatinine_Level": 0.568706743, + "LDH_Level": 116.117802, + "Calcium_Level": 9.813708276, + "Phosphorus_Level": 3.14953335, + "Glucose_Level": 78.92385417, + "Potassium_Level": 4.171716487, + "Sodium_Level": 137.827257, + "Smoking_Pack_Years": 74.72767583 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.68466131, + "Tumor_Location": 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77.07454537, + "Alanine_Aminotransferase_Level": 26.84932569, + "Aspartate_Aminotransferase_Level": 37.90719255, + "Creatinine_Level": 0.633024012, + "LDH_Level": 103.1103226, + "Calcium_Level": 10.38511826, + "Phosphorus_Level": 4.546114684, + "Glucose_Level": 82.47309928, + "Potassium_Level": 3.611485444, + "Sodium_Level": 138.1991165, + "Smoking_Pack_Years": 76.18834252 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.75733741, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.00239121, + "White_Blood_Cell_Count": 8.477908383, + "Platelet_Count": 425.6609649, + "Albumin_Level": 3.138172282, + "Alkaline_Phosphatase_Level": 73.29892594, + "Alanine_Aminotransferase_Level": 5.438452947, + "Aspartate_Aminotransferase_Level": 22.11774183, + "Creatinine_Level": 1.165489817, + "LDH_Level": 111.0344847, + "Calcium_Level": 10.40304385, + "Phosphorus_Level": 4.528458844, + "Glucose_Level": 120.4199239, + "Potassium_Level": 4.684163435, + "Sodium_Level": 139.4565542, + "Smoking_Pack_Years": 11.49647315 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.75269825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.47520097, + "White_Blood_Cell_Count": 9.783979256, + "Platelet_Count": 326.9554087, + "Albumin_Level": 4.135735011, + "Alkaline_Phosphatase_Level": 75.88131268, + "Alanine_Aminotransferase_Level": 10.41123092, + "Aspartate_Aminotransferase_Level": 37.9837628, + "Creatinine_Level": 1.082571109, + "LDH_Level": 224.8864333, + "Calcium_Level": 8.557250583, + "Phosphorus_Level": 4.074858468, + "Glucose_Level": 122.9327269, + "Potassium_Level": 4.367164011, + "Sodium_Level": 139.6973609, + "Smoking_Pack_Years": 46.77009987 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.40504656, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.57173795, + "White_Blood_Cell_Count": 3.672086073, + "Platelet_Count": 174.1360403, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.80361232, + "White_Blood_Cell_Count": 5.469749308, + "Platelet_Count": 388.9872206, + "Albumin_Level": 4.449174494, + "Alkaline_Phosphatase_Level": 106.2939207, + "Alanine_Aminotransferase_Level": 29.97194249, + "Aspartate_Aminotransferase_Level": 19.68835725, + "Creatinine_Level": 1.030482487, + "LDH_Level": 165.4485275, + "Calcium_Level": 8.934628, + "Phosphorus_Level": 4.669759239, + "Glucose_Level": 71.46909724, + "Potassium_Level": 4.672973467, + "Sodium_Level": 143.5796732, + "Smoking_Pack_Years": 1.58286131 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.32120898, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.89555591, + "White_Blood_Cell_Count": 6.319265094, + "Platelet_Count": 262.0333239, + "Albumin_Level": 4.028666125, + "Alkaline_Phosphatase_Level": 30.03905487, + "Alanine_Aminotransferase_Level": 12.49512145, + "Aspartate_Aminotransferase_Level": 32.29643787, + "Creatinine_Level": 0.553894021, + "LDH_Level": 140.038027, + 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.63586237, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.27310997, + "White_Blood_Cell_Count": 7.125087497, + "Platelet_Count": 234.7174482, + "Albumin_Level": 3.90865448, + "Alkaline_Phosphatase_Level": 45.90136611, + "Alanine_Aminotransferase_Level": 30.64398661, + "Aspartate_Aminotransferase_Level": 14.52979876, + "Creatinine_Level": 0.791425493, + "LDH_Level": 180.1587625, + "Calcium_Level": 8.500726714, + "Phosphorus_Level": 4.166313324, + "Glucose_Level": 147.5954916, + "Potassium_Level": 4.59376344, + "Sodium_Level": 141.9012756, + "Smoking_Pack_Years": 40.12460871 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.42873153, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.00611002, + "White_Blood_Cell_Count": 7.844245127, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.87275407, + "White_Blood_Cell_Count": 6.503167446, + "Platelet_Count": 404.1989676, + "Albumin_Level": 4.32457692, + "Alkaline_Phosphatase_Level": 36.00600321, + "Alanine_Aminotransferase_Level": 31.70486886, + "Aspartate_Aminotransferase_Level": 13.48120662, + "Creatinine_Level": 0.838136585, + "LDH_Level": 188.6500772, + "Calcium_Level": 8.300984379, + "Phosphorus_Level": 3.599880412, + "Glucose_Level": 112.6354132, + "Potassium_Level": 4.439340145, + "Sodium_Level": 137.4561632, + "Smoking_Pack_Years": 52.84049918 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.75362959, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.12913127, + "White_Blood_Cell_Count": 9.539696528, + "Platelet_Count": 393.0807556, + "Albumin_Level": 3.226631587, + "Alkaline_Phosphatase_Level": 71.32546707, + "Alanine_Aminotransferase_Level": 7.591353298, + "Aspartate_Aminotransferase_Level": 17.13178403, + "Creatinine_Level": 0.512437287, + "LDH_Level": 132.3058284, + "Calcium_Level": 8.711395347, + "Phosphorus_Level": 3.913715681, + "Glucose_Level": 74.68475516, + "Potassium_Level": 4.144595441, + "Sodium_Level": 143.0376349, + "Smoking_Pack_Years": 74.85753916 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.80260358, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.69759339, + "White_Blood_Cell_Count": 9.852367256, + "Platelet_Count": 364.2921379, + "Albumin_Level": 3.941338037, + "Alkaline_Phosphatase_Level": 111.2655087, + "Alanine_Aminotransferase_Level": 16.91393309, + "Aspartate_Aminotransferase_Level": 29.74154747, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.36681763, + "White_Blood_Cell_Count": 5.168207371, + "Platelet_Count": 402.4555687, + "Albumin_Level": 4.023425477, + "Alkaline_Phosphatase_Level": 118.9250428, + "Alanine_Aminotransferase_Level": 14.71859808, + "Aspartate_Aminotransferase_Level": 17.01753052, + "Creatinine_Level": 0.91333042, + "LDH_Level": 119.7587138, + "Calcium_Level": 9.137930256, + "Phosphorus_Level": 4.3947941, + "Glucose_Level": 92.15499286, + "Potassium_Level": 4.210584079, + "Sodium_Level": 138.5480561, + "Smoking_Pack_Years": 10.45031251 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.62113081, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.19739633, + "White_Blood_Cell_Count": 6.905616424, + "Platelet_Count": 263.802822, + "Albumin_Level": 3.242555642, + "Alkaline_Phosphatase_Level": 98.24122082, + "Alanine_Aminotransferase_Level": 23.99499254, + "Aspartate_Aminotransferase_Level": 24.26941671, + "Creatinine_Level": 0.546617295, + "LDH_Level": 182.6166864, + "Calcium_Level": 9.111427295, + "Phosphorus_Level": 4.926121097, + "Glucose_Level": 75.30103056, + "Potassium_Level": 4.945067777, + "Sodium_Level": 138.3684804, + "Smoking_Pack_Years": 48.87131183 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.92177485, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.29512223, + "White_Blood_Cell_Count": 7.694142061, + "Platelet_Count": 171.050124, + "Albumin_Level": 3.597349357, + "Alkaline_Phosphatase_Level": 89.25287277, + "Alanine_Aminotransferase_Level": 37.03220301, + "Aspartate_Aminotransferase_Level": 43.7566432, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.44123953, + "White_Blood_Cell_Count": 3.607328278, + "Platelet_Count": 416.2831068, + "Albumin_Level": 4.149383079, + "Alkaline_Phosphatase_Level": 89.0771161, + "Alanine_Aminotransferase_Level": 38.2144791, + "Aspartate_Aminotransferase_Level": 16.12467078, + "Creatinine_Level": 0.701500333, + "LDH_Level": 240.5139189, + "Calcium_Level": 10.26801203, + "Phosphorus_Level": 3.215743424, + "Glucose_Level": 136.367886, + "Potassium_Level": 4.523740382, + "Sodium_Level": 143.7961094, + "Smoking_Pack_Years": 43.55565752 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.20045872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.29693475, + "White_Blood_Cell_Count": 4.700648662, + "Platelet_Count": 293.9529848, + "Albumin_Level": 4.190821326, + "Alkaline_Phosphatase_Level": 86.98016674, + "Alanine_Aminotransferase_Level": 6.134470093, + "Aspartate_Aminotransferase_Level": 38.05821716, + "Creatinine_Level": 1.366035788, + "LDH_Level": 126.5497492, + "Calcium_Level": 8.981900582, + "Phosphorus_Level": 2.98495611, + "Glucose_Level": 110.0006988, + "Potassium_Level": 4.597747603, + "Sodium_Level": 144.7954749, + "Smoking_Pack_Years": 0.729041425 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.31057777, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.69438952, + "White_Blood_Cell_Count": 7.298598563, + "Platelet_Count": 394.4637985, + "Albumin_Level": 3.674164478, + "Alkaline_Phosphatase_Level": 42.79252961, + "Alanine_Aminotransferase_Level": 14.11834423, + "Aspartate_Aminotransferase_Level": 11.25244457, + "Creatinine_Level": 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"Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.75322999, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.21586883, + "White_Blood_Cell_Count": 7.743210892, + "Platelet_Count": 323.7943867, + "Albumin_Level": 4.114276101, + "Alkaline_Phosphatase_Level": 48.33955653, + "Alanine_Aminotransferase_Level": 22.27337486, + "Aspartate_Aminotransferase_Level": 33.57490629, + "Creatinine_Level": 0.622346532, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.03052727, + "White_Blood_Cell_Count": 6.794563116, + "Platelet_Count": 160.0733057, + "Albumin_Level": 4.796888761, + "Alkaline_Phosphatase_Level": 34.67915722, + "Alanine_Aminotransferase_Level": 26.31183296, + "Aspartate_Aminotransferase_Level": 31.7890688, + "Creatinine_Level": 1.460577695, + "LDH_Level": 198.1962338, + "Calcium_Level": 8.802795128, + "Phosphorus_Level": 3.707326505, + "Glucose_Level": 81.31081821, + "Potassium_Level": 4.653134106, + "Sodium_Level": 137.2778178, + "Smoking_Pack_Years": 36.15795988 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.20356806, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.85820289, + "White_Blood_Cell_Count": 3.579181602, + "Platelet_Count": 231.4836416, + "Albumin_Level": 3.685353127, + "Alkaline_Phosphatase_Level": 83.12465417, + "Alanine_Aminotransferase_Level": 34.47897262, + "Aspartate_Aminotransferase_Level": 22.44540155, + "Creatinine_Level": 1.261962617, + "LDH_Level": 135.9087738, + "Calcium_Level": 9.626032894, + "Phosphorus_Level": 3.161028903, + "Glucose_Level": 122.2864601, + "Potassium_Level": 3.97068009, + "Sodium_Level": 135.8507158, + "Smoking_Pack_Years": 55.25007201 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.85866708, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.91943081, + "White_Blood_Cell_Count": 9.120243626, + "Platelet_Count": 418.1232274, + "Albumin_Level": 4.00287566, + "Alkaline_Phosphatase_Level": 49.35080922, + "Alanine_Aminotransferase_Level": 11.89704692, + "Aspartate_Aminotransferase_Level": 15.61892135, + "Creatinine_Level": 1.339125398, + "LDH_Level": 124.4778844, + "Calcium_Level": 8.778818488, + "Phosphorus_Level": 3.414373952, + "Glucose_Level": 95.90168964, + "Potassium_Level": 4.580612706, + "Sodium_Level": 135.3639225, + "Smoking_Pack_Years": 15.00054238 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.88658128, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.00918282, + "White_Blood_Cell_Count": 6.320465042, + "Platelet_Count": 305.009887, + "Albumin_Level": 3.444515931, + "Alkaline_Phosphatase_Level": 42.11747744, + "Alanine_Aminotransferase_Level": 5.502531423, + "Aspartate_Aminotransferase_Level": 39.48619583, + "Creatinine_Level": 1.292717899, + "LDH_Level": 229.3680882, + "Calcium_Level": 8.759298941, + "Phosphorus_Level": 3.532776366, + "Glucose_Level": 125.8703284, + "Potassium_Level": 4.652030261, + "Sodium_Level": 143.1765015, + "Smoking_Pack_Years": 64.04414332 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.73191064, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.11275281, + "White_Blood_Cell_Count": 5.390140855, + "Platelet_Count": 441.9608604, + "Albumin_Level": 3.581532659, + "Alkaline_Phosphatase_Level": 65.65133644, + "Alanine_Aminotransferase_Level": 13.48635681, + "Aspartate_Aminotransferase_Level": 39.75176361, + "Creatinine_Level": 1.181017878, + "LDH_Level": 201.9589047, + "Calcium_Level": 9.567404634, + "Phosphorus_Level": 3.368390134, + "Glucose_Level": 98.70297887, + "Potassium_Level": 4.466967952, + "Sodium_Level": 135.0321029, + "Smoking_Pack_Years": 10.65634116 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.68258282, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.48903617, + "White_Blood_Cell_Count": 3.564833314, + "Platelet_Count": 385.5140763, + "Albumin_Level": 4.498790532, + "Alkaline_Phosphatase_Level": 111.1932404, + "Alanine_Aminotransferase_Level": 38.73540111, + "Aspartate_Aminotransferase_Level": 36.31429466, + "Creatinine_Level": 0.58233724, + "LDH_Level": 103.6457233, + "Calcium_Level": 8.697142607, + "Phosphorus_Level": 4.264797809, + "Glucose_Level": 125.2075894, + "Potassium_Level": 4.013700655, + "Sodium_Level": 143.4337183, + "Smoking_Pack_Years": 37.19824095 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.57350172, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.67162849, + "White_Blood_Cell_Count": 7.076507989, + "Platelet_Count": 355.5732299, + "Albumin_Level": 4.977050996, + "Alkaline_Phosphatase_Level": 117.7670523, + "Alanine_Aminotransferase_Level": 13.72168431, + "Aspartate_Aminotransferase_Level": 24.61332482, + "Creatinine_Level": 0.664072721, + "LDH_Level": 101.6652221, + "Calcium_Level": 8.463839402, + "Phosphorus_Level": 2.802104687, + "Glucose_Level": 77.96366257, + "Potassium_Level": 4.553833638, + "Sodium_Level": 139.6659373, + "Smoking_Pack_Years": 7.905233112 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + 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"Phosphorus_Level": 4.008030959, + "Glucose_Level": 99.75999419, + "Potassium_Level": 3.605593057, + "Sodium_Level": 140.4117275, + "Smoking_Pack_Years": 91.13572841 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.75378297, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.57167901, + "White_Blood_Cell_Count": 6.134098736, + "Platelet_Count": 354.7921067, + "Albumin_Level": 4.222887753, + "Alkaline_Phosphatase_Level": 104.0882326, + "Alanine_Aminotransferase_Level": 31.27772373, + "Aspartate_Aminotransferase_Level": 19.85345447, + "Creatinine_Level": 0.671480333, + "LDH_Level": 157.96377, + "Calcium_Level": 9.935486705, + "Phosphorus_Level": 3.321919777, + "Glucose_Level": 112.3624906, + "Potassium_Level": 3.554886507, + "Sodium_Level": 143.2023151, + "Smoking_Pack_Years": 2.069910658 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.45294332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.17812995, + "White_Blood_Cell_Count": 8.434662048, + "Platelet_Count": 226.7657441, + "Albumin_Level": 4.169898678, + "Alkaline_Phosphatase_Level": 75.83435738, + "Alanine_Aminotransferase_Level": 19.51538889, + "Aspartate_Aminotransferase_Level": 11.07580044, + "Creatinine_Level": 1.306515963, + "LDH_Level": 218.5945072, + "Calcium_Level": 8.07010519, + "Phosphorus_Level": 3.839691371, + "Glucose_Level": 141.8852363, + "Potassium_Level": 4.484343318, + "Sodium_Level": 137.6855769, + "Smoking_Pack_Years": 47.54229805 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.95696371, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.47081625, + "White_Blood_Cell_Count": 7.495779655, + "Platelet_Count": 192.2110526, + "Albumin_Level": 3.580052632, + "Alkaline_Phosphatase_Level": 83.27615847, + "Alanine_Aminotransferase_Level": 20.21393956, + "Aspartate_Aminotransferase_Level": 38.2600246, + "Creatinine_Level": 1.385532873, + "LDH_Level": 181.3745688, 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.67859081, + "White_Blood_Cell_Count": 5.17790919, + "Platelet_Count": 175.2582996, + "Albumin_Level": 4.243419727, + "Alkaline_Phosphatase_Level": 88.35769002, + "Alanine_Aminotransferase_Level": 10.05667665, + "Aspartate_Aminotransferase_Level": 17.79490341, + "Creatinine_Level": 1.053755909, + "LDH_Level": 210.4625132, + "Calcium_Level": 8.168253772, + "Phosphorus_Level": 4.05784539, + "Glucose_Level": 103.8105013, + "Potassium_Level": 4.222412088, + "Sodium_Level": 137.2388253, + "Smoking_Pack_Years": 78.87304058 + }, + { + "Age": 62, + "Gender": 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167.4995021, + "Calcium_Level": 10.05046958, + "Phosphorus_Level": 2.560560641, + "Glucose_Level": 143.0138852, + "Potassium_Level": 4.51570529, + "Sodium_Level": 143.1097813, + "Smoking_Pack_Years": 56.76355719 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.31382111, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.51958883, + "White_Blood_Cell_Count": 9.645880185, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.73880846, + "White_Blood_Cell_Count": 6.915035187, + "Platelet_Count": 411.4809483, + "Albumin_Level": 3.702697458, + "Alkaline_Phosphatase_Level": 86.63338651, + "Alanine_Aminotransferase_Level": 8.111218829, + "Aspartate_Aminotransferase_Level": 44.90623154, + "Creatinine_Level": 1.473038971, + "LDH_Level": 239.9616495, + "Calcium_Level": 9.464059026, + "Phosphorus_Level": 3.207703084, + "Glucose_Level": 137.1098601, + "Potassium_Level": 3.757529247, + "Sodium_Level": 138.0596155, + "Smoking_Pack_Years": 94.14096576 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.88079478, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.67356783, + "White_Blood_Cell_Count": 3.723474996, + "Platelet_Count": 420.9549415, + "Albumin_Level": 4.554384713, + "Alkaline_Phosphatase_Level": 115.0144165, + "Alanine_Aminotransferase_Level": 27.70089272, + "Aspartate_Aminotransferase_Level": 48.9673887, + "Creatinine_Level": 0.96903116, + "LDH_Level": 213.0555688, + "Calcium_Level": 9.625799132, + "Phosphorus_Level": 3.543738427, + "Glucose_Level": 123.327275, + "Potassium_Level": 3.506354289, + "Sodium_Level": 144.1827246, + "Smoking_Pack_Years": 53.85535945 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.86214971, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.40730312, + "White_Blood_Cell_Count": 7.787677297, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.55544641, + "White_Blood_Cell_Count": 7.015919701, + "Platelet_Count": 443.6571485, + "Albumin_Level": 3.879624293, + "Alkaline_Phosphatase_Level": 58.91899861, + "Alanine_Aminotransferase_Level": 37.30818236, + "Aspartate_Aminotransferase_Level": 40.42382977, + "Creatinine_Level": 0.7785782, + "LDH_Level": 229.3136001, + "Calcium_Level": 8.174139015, + "Phosphorus_Level": 3.419199359, + "Glucose_Level": 110.0650999, + "Potassium_Level": 3.804614455, + "Sodium_Level": 142.0813861, + "Smoking_Pack_Years": 57.86378035 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.66302327, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.81758437, + "White_Blood_Cell_Count": 9.897102801, + "Platelet_Count": 259.190461, + "Albumin_Level": 4.281281982, + "Alkaline_Phosphatase_Level": 54.60059179, + "Alanine_Aminotransferase_Level": 9.940392528, + "Aspartate_Aminotransferase_Level": 29.1642799, + "Creatinine_Level": 0.918372284, + "LDH_Level": 226.735773, + "Calcium_Level": 10.185016, + "Phosphorus_Level": 2.593383177, + "Glucose_Level": 127.8300731, + "Potassium_Level": 3.643933677, + "Sodium_Level": 143.9397826, + "Smoking_Pack_Years": 43.38737543 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.57856233, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.85793614, + "White_Blood_Cell_Count": 7.955558432, + "Platelet_Count": 297.8297808, + "Albumin_Level": 4.21566992, + "Alkaline_Phosphatase_Level": 117.1132529, + "Alanine_Aminotransferase_Level": 21.72435858, + "Aspartate_Aminotransferase_Level": 29.35661199, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.74530419, + "White_Blood_Cell_Count": 9.443804075, + "Platelet_Count": 396.1105491, + "Albumin_Level": 3.474795695, + "Alkaline_Phosphatase_Level": 108.8063569, + "Alanine_Aminotransferase_Level": 16.22000248, + "Aspartate_Aminotransferase_Level": 41.2688821, + "Creatinine_Level": 0.670248617, + "LDH_Level": 189.4600947, + "Calcium_Level": 9.804089366, + "Phosphorus_Level": 3.216718435, + "Glucose_Level": 100.8163968, + "Potassium_Level": 3.973543906, + "Sodium_Level": 142.437515, + "Smoking_Pack_Years": 70.4628807 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.5471351, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, 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"Smoking_Pack_Years": 9.972301926 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.71392572, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.88705082, + "White_Blood_Cell_Count": 9.886660063, + "Platelet_Count": 328.4523789, + "Albumin_Level": 3.079635901, + "Alkaline_Phosphatase_Level": 66.12284634, + "Alanine_Aminotransferase_Level": 37.3213116, + "Aspartate_Aminotransferase_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.43271009, + "White_Blood_Cell_Count": 7.413696653, + "Platelet_Count": 326.3936123, + "Albumin_Level": 4.545361435, + "Alkaline_Phosphatase_Level": 48.65566855, + "Alanine_Aminotransferase_Level": 23.61133307, + "Aspartate_Aminotransferase_Level": 31.97102043, + "Creatinine_Level": 1.118136455, + "LDH_Level": 123.2560265, + "Calcium_Level": 8.002341975, + "Phosphorus_Level": 4.899469143, + "Glucose_Level": 102.4787921, + "Potassium_Level": 4.569910202, + "Sodium_Level": 136.3378463, + "Smoking_Pack_Years": 1.083322642 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.1493151, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.53754993, + "White_Blood_Cell_Count": 5.797269634, + "Platelet_Count": 384.3984308, + "Albumin_Level": 3.459883198, + "Alkaline_Phosphatase_Level": 92.37724493, + "Alanine_Aminotransferase_Level": 30.08579762, + "Aspartate_Aminotransferase_Level": 18.52645303, + "Creatinine_Level": 1.385962745, + "LDH_Level": 100.2220338, + "Calcium_Level": 10.02799712, + "Phosphorus_Level": 3.638939137, + "Glucose_Level": 97.80572627, + "Potassium_Level": 4.604466068, + "Sodium_Level": 143.7389213, + "Smoking_Pack_Years": 60.94449257 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.53654982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.55050201, + "White_Blood_Cell_Count": 5.664469103, + "Platelet_Count": 436.2967686, + "Albumin_Level": 3.724768965, + "Alkaline_Phosphatase_Level": 87.78648646, + "Alanine_Aminotransferase_Level": 6.683314674, + "Aspartate_Aminotransferase_Level": 22.41222838, + "Creatinine_Level": 0.979640275, + "LDH_Level": 222.1752516, + "Calcium_Level": 9.626879065, + "Phosphorus_Level": 2.7659855, + "Glucose_Level": 134.2705555, + "Potassium_Level": 3.631635101, + "Sodium_Level": 136.483569, + "Smoking_Pack_Years": 88.8007004 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.43090886, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.29304912, + "White_Blood_Cell_Count": 7.653189608, + "Platelet_Count": 358.0125523, + "Albumin_Level": 3.426110218, + "Alkaline_Phosphatase_Level": 32.24846117, + "Alanine_Aminotransferase_Level": 11.54494019, + "Aspartate_Aminotransferase_Level": 12.90492091, + "Creatinine_Level": 1.397829388, + "LDH_Level": 152.9894608, + "Calcium_Level": 8.328409288, + "Phosphorus_Level": 4.262133364, + "Glucose_Level": 147.9034598, + "Potassium_Level": 3.581966596, + "Sodium_Level": 143.5250159, + "Smoking_Pack_Years": 64.14685487 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.8523007, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.21842145, + "White_Blood_Cell_Count": 5.261180666, + "Platelet_Count": 392.3252651, + "Albumin_Level": 3.32058426, + "Alkaline_Phosphatase_Level": 61.48692484, + "Alanine_Aminotransferase_Level": 27.86788504, + "Aspartate_Aminotransferase_Level": 26.96774373, + "Creatinine_Level": 1.156862661, + "LDH_Level": 189.070024, + "Calcium_Level": 8.602500999, + "Phosphorus_Level": 3.61009996, + "Glucose_Level": 86.42054385, + "Potassium_Level": 4.621322441, + "Sodium_Level": 138.0361271, + "Smoking_Pack_Years": 67.21985559 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.88565417, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.44593027, + "White_Blood_Cell_Count": 7.963490887, + "Platelet_Count": 408.5827264, + "Albumin_Level": 4.458597209, + "Alkaline_Phosphatase_Level": 116.8275737, + "Alanine_Aminotransferase_Level": 23.47638965, + "Aspartate_Aminotransferase_Level": 39.24322905, + "Creatinine_Level": 0.685012474, + "LDH_Level": 233.3007108, + "Calcium_Level": 9.165309109, + "Phosphorus_Level": 4.42426493, + "Glucose_Level": 74.2866281, + "Potassium_Level": 4.171800905, + "Sodium_Level": 136.4124997, + "Smoking_Pack_Years": 44.01666536 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.98259188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.23965825, + "White_Blood_Cell_Count": 4.130219403, + "Platelet_Count": 261.2612119, + "Albumin_Level": 4.948883621, + "Alkaline_Phosphatase_Level": 90.79793809, + "Alanine_Aminotransferase_Level": 16.59032094, + "Aspartate_Aminotransferase_Level": 14.00306551, + "Creatinine_Level": 1.476313799, + "LDH_Level": 237.5773801, + "Calcium_Level": 9.105004339, + "Phosphorus_Level": 2.824507856, + "Glucose_Level": 121.4009705, + "Potassium_Level": 4.307336158, + "Sodium_Level": 139.1283265, + "Smoking_Pack_Years": 67.43205132 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.21860863, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.60485355, + "White_Blood_Cell_Count": 8.173400164, + "Platelet_Count": 191.4211493, + "Albumin_Level": 3.725958503, + "Alkaline_Phosphatase_Level": 55.38496, + "Alanine_Aminotransferase_Level": 20.08853467, + "Aspartate_Aminotransferase_Level": 45.17707812, + "Creatinine_Level": 1.291850942, + "LDH_Level": 245.3194445, + "Calcium_Level": 8.706666461, + "Phosphorus_Level": 4.931951038, + "Glucose_Level": 101.4885829, + "Potassium_Level": 4.991936967, + "Sodium_Level": 135.3529659, + "Smoking_Pack_Years": 77.21915036 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 83.39945931, + "Alanine_Aminotransferase_Level": 9.412255675, + "Aspartate_Aminotransferase_Level": 11.40917505, + "Creatinine_Level": 1.129928201, + "LDH_Level": 174.2074362, + "Calcium_Level": 9.210366494, + "Phosphorus_Level": 4.630784649, + "Glucose_Level": 102.8800746, + "Potassium_Level": 4.65178645, + "Sodium_Level": 139.2689935, + "Smoking_Pack_Years": 38.42573708 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.65524324, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.65503669, + "White_Blood_Cell_Count": 5.64883488, + "Platelet_Count": 362.3212036, + "Albumin_Level": 3.251759865, + "Alkaline_Phosphatase_Level": 71.11740766, + "Alanine_Aminotransferase_Level": 30.77778894, + "Aspartate_Aminotransferase_Level": 23.22493556, + "Creatinine_Level": 0.790229052, + "LDH_Level": 208.9418957, + "Calcium_Level": 8.96584641, + "Phosphorus_Level": 3.231954534, + "Glucose_Level": 130.643163, + "Potassium_Level": 4.725005756, + "Sodium_Level": 139.1185022, + "Smoking_Pack_Years": 53.64776109 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former 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9.50165647, + "Phosphorus_Level": 3.424062337, + "Glucose_Level": 146.9924813, + "Potassium_Level": 3.736003729, + "Sodium_Level": 140.9825112, + "Smoking_Pack_Years": 82.23311455 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.93120224, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.17930778, + "White_Blood_Cell_Count": 8.242102649, + "Platelet_Count": 330.6269229, + 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170.0139028, + "Calcium_Level": 8.337789111, + "Phosphorus_Level": 2.962181903, + "Glucose_Level": 83.32877896, + "Potassium_Level": 4.580772018, + "Sodium_Level": 144.4287596, + "Smoking_Pack_Years": 36.36798452 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.06820568, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.60269738, + "White_Blood_Cell_Count": 6.536653004, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.79181705, + "White_Blood_Cell_Count": 4.250445102, + "Platelet_Count": 160.0048662, + "Albumin_Level": 3.567891632, + "Alkaline_Phosphatase_Level": 76.30847061, + "Alanine_Aminotransferase_Level": 19.84558742, + "Aspartate_Aminotransferase_Level": 10.89835781, + "Creatinine_Level": 1.232930505, + "LDH_Level": 185.01701, + "Calcium_Level": 8.567820235, + "Phosphorus_Level": 3.392988126, + "Glucose_Level": 130.2198448, + "Potassium_Level": 3.887307366, + "Sodium_Level": 138.5981084, + "Smoking_Pack_Years": 54.12363749 + }, + { + "Age": 53, + "Gender": 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.69305026, + "White_Blood_Cell_Count": 7.811696851, + "Platelet_Count": 401.9472261, + "Albumin_Level": 3.002958365, + "Alkaline_Phosphatase_Level": 50.19558117, + "Alanine_Aminotransferase_Level": 36.36554973, + "Aspartate_Aminotransferase_Level": 41.18751149, + "Creatinine_Level": 1.043968309, + "LDH_Level": 173.5137916, + "Calcium_Level": 8.276246677, + "Phosphorus_Level": 3.079381428, + "Glucose_Level": 88.16385847, + "Potassium_Level": 4.111351743, + "Sodium_Level": 139.6595487, + "Smoking_Pack_Years": 85.20659766 + }, + { + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.92525201, + "White_Blood_Cell_Count": 4.794832274, + "Platelet_Count": 412.9677738, + "Albumin_Level": 3.666921763, + "Alkaline_Phosphatase_Level": 43.26133477, + "Alanine_Aminotransferase_Level": 24.09071338, + "Aspartate_Aminotransferase_Level": 39.70670422, + "Creatinine_Level": 1.127402014, + "LDH_Level": 157.8541104, + "Calcium_Level": 8.535698407, + "Phosphorus_Level": 2.914794121, + "Glucose_Level": 149.8378943, + "Potassium_Level": 4.257279812, + "Sodium_Level": 141.6645528, + "Smoking_Pack_Years": 30.70000233 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.54182779, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.29430874, + "White_Blood_Cell_Count": 9.449509952, + "Platelet_Count": 233.7504279, + "Albumin_Level": 4.681743621, + "Alkaline_Phosphatase_Level": 89.4367546, + "Alanine_Aminotransferase_Level": 15.56473039, + "Aspartate_Aminotransferase_Level": 36.07799415, + "Creatinine_Level": 1.004153838, + "LDH_Level": 109.3763914, + "Calcium_Level": 8.978066225, + "Phosphorus_Level": 4.713322244, + "Glucose_Level": 111.1912909, + "Potassium_Level": 4.057903394, + "Sodium_Level": 141.2597433, + "Smoking_Pack_Years": 44.86410388 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.19710208, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.27730167, + "White_Blood_Cell_Count": 4.096673873, + "Platelet_Count": 317.2602559, + "Albumin_Level": 3.959626619, + "Alkaline_Phosphatase_Level": 59.83666742, + "Alanine_Aminotransferase_Level": 13.33398347, + "Aspartate_Aminotransferase_Level": 14.7568707, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.22000508, + "White_Blood_Cell_Count": 5.652526712, + "Platelet_Count": 210.9632404, + "Albumin_Level": 4.085635505, + "Alkaline_Phosphatase_Level": 96.67406809, + "Alanine_Aminotransferase_Level": 10.52827206, + "Aspartate_Aminotransferase_Level": 42.77705265, + "Creatinine_Level": 0.786853497, + "LDH_Level": 113.481036, + "Calcium_Level": 9.311565122, + "Phosphorus_Level": 3.251437557, + "Glucose_Level": 90.89890275, + "Potassium_Level": 4.156475814, + "Sodium_Level": 137.7364634, + "Smoking_Pack_Years": 63.03423439 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.22606175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.65656182, + "White_Blood_Cell_Count": 3.981348008, + "Platelet_Count": 346.8664206, + "Albumin_Level": 4.955801394, + "Alkaline_Phosphatase_Level": 100.6219484, + "Alanine_Aminotransferase_Level": 15.17257007, + "Aspartate_Aminotransferase_Level": 24.87932014, + "Creatinine_Level": 0.531424783, + "LDH_Level": 135.3908189, + "Calcium_Level": 10.32263134, + "Phosphorus_Level": 4.26617416, + "Glucose_Level": 132.4983005, + "Potassium_Level": 4.268101085, + "Sodium_Level": 141.563699, + "Smoking_Pack_Years": 89.24382032 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.46437479, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.27129164, + "White_Blood_Cell_Count": 3.701977315, + "Platelet_Count": 178.4306631, + "Albumin_Level": 3.940998804, + "Alkaline_Phosphatase_Level": 106.1184895, + "Alanine_Aminotransferase_Level": 28.36242305, + "Aspartate_Aminotransferase_Level": 26.8635005, + "Creatinine_Level": 1.090582088, + "LDH_Level": 198.1544769, + "Calcium_Level": 8.950142224, + "Phosphorus_Level": 3.958173422, + "Glucose_Level": 147.1158496, + "Potassium_Level": 4.60005441, + "Sodium_Level": 142.0543604, + "Smoking_Pack_Years": 16.4516162 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.0902717, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.34673677, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.28688326, + "White_Blood_Cell_Count": 9.882719437, + "Platelet_Count": 197.5464975, + "Albumin_Level": 3.695767447, + "Alkaline_Phosphatase_Level": 50.25955, + "Alanine_Aminotransferase_Level": 7.916441337, + "Aspartate_Aminotransferase_Level": 45.00284811, + "Creatinine_Level": 1.257394389, + "LDH_Level": 178.0949467, + "Calcium_Level": 8.754188586, + "Phosphorus_Level": 3.621743928, + "Glucose_Level": 145.1894115, + "Potassium_Level": 4.291042151, + "Sodium_Level": 139.9942954, + "Smoking_Pack_Years": 47.37676024 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.14371189, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + 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"Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.79574872, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.93671029, + "White_Blood_Cell_Count": 7.879740988, + "Platelet_Count": 312.2293284, + "Albumin_Level": 4.954070914, + "Alkaline_Phosphatase_Level": 117.4226402, + "Alanine_Aminotransferase_Level": 15.77411375, + "Aspartate_Aminotransferase_Level": 47.82487706, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.93665828, + "White_Blood_Cell_Count": 7.706423097, + "Platelet_Count": 170.9491523, + "Albumin_Level": 4.038368127, + "Alkaline_Phosphatase_Level": 85.67151189, + "Alanine_Aminotransferase_Level": 34.20095992, + "Aspartate_Aminotransferase_Level": 21.77733738, + "Creatinine_Level": 0.587316569, + "LDH_Level": 138.2026539, + "Calcium_Level": 10.46288702, + "Phosphorus_Level": 3.967835656, + "Glucose_Level": 76.04075635, + "Potassium_Level": 3.678503165, + "Sodium_Level": 144.1957838, + "Smoking_Pack_Years": 63.047918 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.02773729, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.44791199, + "White_Blood_Cell_Count": 5.281908043, + "Platelet_Count": 321.2900765, + "Albumin_Level": 3.789993028, + "Alkaline_Phosphatase_Level": 44.82473521, + "Alanine_Aminotransferase_Level": 32.56687789, + "Aspartate_Aminotransferase_Level": 18.29678234, + "Creatinine_Level": 1.095343325, + "LDH_Level": 203.7923546, + "Calcium_Level": 9.646843626, + "Phosphorus_Level": 4.171666745, + "Glucose_Level": 109.8552449, + "Potassium_Level": 3.59701222, + "Sodium_Level": 139.939693, + "Smoking_Pack_Years": 88.27841956 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.152405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.63248662, + "White_Blood_Cell_Count": 6.128658143, + "Platelet_Count": 240.3178065, + "Albumin_Level": 4.867557595, + "Alkaline_Phosphatase_Level": 60.986913, + "Alanine_Aminotransferase_Level": 8.491624493, + "Aspartate_Aminotransferase_Level": 43.71235529, + "Creatinine_Level": 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.73017423, + "White_Blood_Cell_Count": 6.222530411, + "Platelet_Count": 414.3974545, + "Albumin_Level": 3.477075025, + "Alkaline_Phosphatase_Level": 31.79589337, + "Alanine_Aminotransferase_Level": 22.57992264, + "Aspartate_Aminotransferase_Level": 25.39947466, + "Creatinine_Level": 1.26993245, + "LDH_Level": 204.3008459, + "Calcium_Level": 8.818793411, + "Phosphorus_Level": 3.62244953, + "Glucose_Level": 133.0324103, + "Potassium_Level": 4.073155858, + "Sodium_Level": 143.3615261, + "Smoking_Pack_Years": 34.80091778 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.00412297, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.31248017, + "White_Blood_Cell_Count": 4.791059237, + "Platelet_Count": 268.314632, + "Albumin_Level": 3.033311334, + "Alkaline_Phosphatase_Level": 58.610268, + "Alanine_Aminotransferase_Level": 11.07842992, + "Aspartate_Aminotransferase_Level": 48.99049079, + "Creatinine_Level": 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"Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.68938397, + "White_Blood_Cell_Count": 4.36650499, + "Platelet_Count": 310.4633672, + "Albumin_Level": 4.568306201, + "Alkaline_Phosphatase_Level": 74.96740732, + "Alanine_Aminotransferase_Level": 32.21027637, + "Aspartate_Aminotransferase_Level": 38.89452445, + "Creatinine_Level": 0.635129604, + "LDH_Level": 117.4872977, + "Calcium_Level": 9.386412668, + "Phosphorus_Level": 2.771203014, + "Glucose_Level": 118.2469739, + "Potassium_Level": 3.799312717, + "Sodium_Level": 142.1572741, + "Smoking_Pack_Years": 60.81676036 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.26335759, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.85714051, + "White_Blood_Cell_Count": 5.391645715, + "Platelet_Count": 325.7953722, + "Albumin_Level": 3.711356788, + "Alkaline_Phosphatase_Level": 48.87643728, + "Alanine_Aminotransferase_Level": 26.92142305, + "Aspartate_Aminotransferase_Level": 45.6470546, + "Creatinine_Level": 0.514011125, + "LDH_Level": 232.7999447, + "Calcium_Level": 8.757109584, + "Phosphorus_Level": 2.506539319, + "Glucose_Level": 95.34364897, + "Potassium_Level": 3.667917527, + "Sodium_Level": 140.4276936, + "Smoking_Pack_Years": 57.83218108 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.51546643, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.35751763, + "White_Blood_Cell_Count": 7.381084008, + "Platelet_Count": 283.2064854, + "Albumin_Level": 3.791642182, + "Alkaline_Phosphatase_Level": 43.17339565, + "Alanine_Aminotransferase_Level": 26.91399634, + "Aspartate_Aminotransferase_Level": 38.8152311, + "Creatinine_Level": 1.235169429, + "LDH_Level": 142.8911136, + "Calcium_Level": 8.157307763, + "Phosphorus_Level": 4.493132636, + "Glucose_Level": 115.5869159, + "Potassium_Level": 4.106016219, + "Sodium_Level": 137.9433215, + "Smoking_Pack_Years": 22.35502453 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.54916416, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.2005622, + "White_Blood_Cell_Count": 3.811276739, + "Platelet_Count": 428.0444721, + "Albumin_Level": 3.70793542, + "Alkaline_Phosphatase_Level": 85.93428157, + "Alanine_Aminotransferase_Level": 34.24860109, + "Aspartate_Aminotransferase_Level": 41.44646654, + "Creatinine_Level": 0.691427433, + "LDH_Level": 169.1897482, + "Calcium_Level": 9.948845856, + "Phosphorus_Level": 2.609164429, + "Glucose_Level": 99.7628545, + "Potassium_Level": 3.77601268, + "Sodium_Level": 140.5529667, + "Smoking_Pack_Years": 63.30298514 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.01860349, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 97, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.93741693, + "White_Blood_Cell_Count": 9.124765461, + "Platelet_Count": 249.2842415, + "Albumin_Level": 4.44422584, + "Alkaline_Phosphatase_Level": 71.80918694, + "Alanine_Aminotransferase_Level": 27.25437022, + "Aspartate_Aminotransferase_Level": 29.34916104, + "Creatinine_Level": 1.145844202, + "LDH_Level": 207.3750383, + "Calcium_Level": 8.857583923, + "Phosphorus_Level": 2.786126489, + "Glucose_Level": 94.43910148, + "Potassium_Level": 3.546012384, + "Sodium_Level": 135.6026472, + "Smoking_Pack_Years": 15.12399474 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.29988291, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.17277352, + "White_Blood_Cell_Count": 5.509482317, + "Platelet_Count": 289.799922, + "Albumin_Level": 3.203537177, + "Alkaline_Phosphatase_Level": 89.97244988, + "Alanine_Aminotransferase_Level": 29.38204962, + "Aspartate_Aminotransferase_Level": 46.7524261, + "Creatinine_Level": 1.216122614, + "LDH_Level": 206.3191077, + "Calcium_Level": 8.273990107, + "Phosphorus_Level": 2.739429282, + "Glucose_Level": 85.62706719, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.24896561, + "White_Blood_Cell_Count": 6.357079358, + "Platelet_Count": 412.9492755, + "Albumin_Level": 3.318167108, + "Alkaline_Phosphatase_Level": 64.04068094, + "Alanine_Aminotransferase_Level": 15.01314072, + "Aspartate_Aminotransferase_Level": 25.93266005, + "Creatinine_Level": 0.522066559, + "LDH_Level": 185.1445882, + "Calcium_Level": 9.178586582, + "Phosphorus_Level": 3.930993361, + "Glucose_Level": 76.72397175, + "Potassium_Level": 4.469150233, + "Sodium_Level": 139.0556993, + "Smoking_Pack_Years": 6.177701788 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.90847713, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.79524451, + "White_Blood_Cell_Count": 4.465474123, + "Platelet_Count": 359.9901269, + "Albumin_Level": 3.613283761, + "Alkaline_Phosphatase_Level": 108.148441, + "Alanine_Aminotransferase_Level": 36.51977534, + "Aspartate_Aminotransferase_Level": 45.06118083, + "Creatinine_Level": 0.597125781, + "LDH_Level": 206.7664491, + "Calcium_Level": 8.449672571, + "Phosphorus_Level": 3.089637565, + "Glucose_Level": 143.514953, + "Potassium_Level": 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"Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.21991478, + "White_Blood_Cell_Count": 9.235624181, + "Platelet_Count": 337.1503886, + "Albumin_Level": 3.663757518, + "Alkaline_Phosphatase_Level": 44.42048491, + "Alanine_Aminotransferase_Level": 9.24353797, + "Aspartate_Aminotransferase_Level": 28.88152831, + "Creatinine_Level": 0.836799805, + "LDH_Level": 200.0586776, + "Calcium_Level": 8.730909418, + "Phosphorus_Level": 2.569455904, + "Glucose_Level": 77.07074086, + "Potassium_Level": 3.548332492, + "Sodium_Level": 143.0812998, + "Smoking_Pack_Years": 92.79892886 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.62996987, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.42900213, + "White_Blood_Cell_Count": 8.825353897, + "Platelet_Count": 326.0510899, + "Albumin_Level": 4.618854345, + "Alkaline_Phosphatase_Level": 53.29633589, + "Alanine_Aminotransferase_Level": 5.905097822, + "Aspartate_Aminotransferase_Level": 27.13237552, + "Creatinine_Level": 1.309456234, + "LDH_Level": 162.6725924, + "Calcium_Level": 8.190469061, + "Phosphorus_Level": 4.118563171, + "Glucose_Level": 84.20236165, + "Potassium_Level": 3.981117657, + "Sodium_Level": 138.4635637, + "Smoking_Pack_Years": 45.90623666 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.24902246, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.84541374, + "White_Blood_Cell_Count": 8.449884401, + "Platelet_Count": 163.0435257, + "Albumin_Level": 3.377101096, + "Alkaline_Phosphatase_Level": 81.11334227, + "Alanine_Aminotransferase_Level": 39.36704631, + "Aspartate_Aminotransferase_Level": 18.34465573, + "Creatinine_Level": 0.507704021, + "LDH_Level": 225.3447117, + "Calcium_Level": 10.47831216, + "Phosphorus_Level": 4.742019684, + "Glucose_Level": 117.3439173, + "Potassium_Level": 4.505471976, + "Sodium_Level": 142.787971, + "Smoking_Pack_Years": 76.08313413 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.24763713, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.44520662, + "White_Blood_Cell_Count": 4.330439754, + "Platelet_Count": 355.5260105, + "Albumin_Level": 3.775627739, + "Alkaline_Phosphatase_Level": 41.13280393, + "Alanine_Aminotransferase_Level": 9.922756948, + "Aspartate_Aminotransferase_Level": 32.8275543, + "Creatinine_Level": 0.723722482, + "LDH_Level": 234.4577826, + "Calcium_Level": 9.2742998, + "Phosphorus_Level": 4.042042717, + "Glucose_Level": 113.8070657, + "Potassium_Level": 3.650736184, + "Sodium_Level": 135.0152931, + "Smoking_Pack_Years": 37.77215893 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.50999936, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.3996167, + "White_Blood_Cell_Count": 3.96412779, + "Platelet_Count": 249.4809971, + "Albumin_Level": 3.295088815, + "Alkaline_Phosphatase_Level": 101.6613579, + "Alanine_Aminotransferase_Level": 14.18757672, + "Aspartate_Aminotransferase_Level": 38.29586402, + "Creatinine_Level": 1.177294035, + "LDH_Level": 146.2372086, + "Calcium_Level": 8.097402017, + "Phosphorus_Level": 4.406949627, + "Glucose_Level": 132.1772389, + "Potassium_Level": 4.036389179, + "Sodium_Level": 137.0913463, + "Smoking_Pack_Years": 73.54773894 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.11451255, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.88418956, + "White_Blood_Cell_Count": 9.152860899, + "Platelet_Count": 237.0162779, + "Albumin_Level": 3.974236472, + "Alkaline_Phosphatase_Level": 104.4347032, + "Alanine_Aminotransferase_Level": 5.321283756, + "Aspartate_Aminotransferase_Level": 47.22937411, + "Creatinine_Level": 1.061030987, + "LDH_Level": 178.9000842, + "Calcium_Level": 9.695831265, + "Phosphorus_Level": 2.94674352, + "Glucose_Level": 107.30653, + "Potassium_Level": 4.096549736, + "Sodium_Level": 142.0641894, + "Smoking_Pack_Years": 18.40790293 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.69692686, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.14386574, + "White_Blood_Cell_Count": 4.356477051, + "Platelet_Count": 274.6838297, + "Albumin_Level": 4.722304915, + "Alkaline_Phosphatase_Level": 95.90473858, + "Alanine_Aminotransferase_Level": 32.47852268, + "Aspartate_Aminotransferase_Level": 41.24586869, + "Creatinine_Level": 0.928113284, + "LDH_Level": 208.868766, + "Calcium_Level": 9.525247404, + "Phosphorus_Level": 4.9919971, + "Glucose_Level": 100.0316876, + "Potassium_Level": 3.783656447, + "Sodium_Level": 135.259244, + "Smoking_Pack_Years": 16.09663502 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.32671695, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.39893959, + "White_Blood_Cell_Count": 8.346069348, + "Platelet_Count": 218.8483109, + "Albumin_Level": 4.985536121, + "Alkaline_Phosphatase_Level": 39.3331699, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.3837201, + "White_Blood_Cell_Count": 6.468897827, + "Platelet_Count": 159.776664, + "Albumin_Level": 3.711278632, + "Alkaline_Phosphatase_Level": 39.31811379, + "Alanine_Aminotransferase_Level": 26.44494698, + "Aspartate_Aminotransferase_Level": 48.34016651, + "Creatinine_Level": 0.941261397, + "LDH_Level": 167.7712944, + "Calcium_Level": 9.122247349, + "Phosphorus_Level": 3.382892195, + "Glucose_Level": 81.55837828, + "Potassium_Level": 4.404596926, + "Sodium_Level": 137.7333969, + "Smoking_Pack_Years": 55.38445376 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.25870078, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.06151478, + "White_Blood_Cell_Count": 7.025261711, + "Platelet_Count": 175.2889, + "Albumin_Level": 3.160432922, + "Alkaline_Phosphatase_Level": 68.0835747, + "Alanine_Aminotransferase_Level": 38.09132865, + "Aspartate_Aminotransferase_Level": 18.89937356, + "Creatinine_Level": 1.081733047, + "LDH_Level": 194.9366359, + "Calcium_Level": 10.25908109, + "Phosphorus_Level": 3.381046708, + "Glucose_Level": 125.3089032, + "Potassium_Level": 4.683400182, + "Sodium_Level": 139.2261616, + "Smoking_Pack_Years": 15.29373028 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.48027476, + "Glucose_Level": 125.6213058, + "Potassium_Level": 4.541808098, + "Sodium_Level": 140.8219666, + "Smoking_Pack_Years": 15.57996589 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.23614483, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.20665517, + "White_Blood_Cell_Count": 5.077388877, + "Platelet_Count": 422.2486294, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.1770103, + "White_Blood_Cell_Count": 8.065907569, + "Platelet_Count": 427.8725427, + "Albumin_Level": 4.141963872, + "Alkaline_Phosphatase_Level": 45.73111169, + "Alanine_Aminotransferase_Level": 14.30851002, + "Aspartate_Aminotransferase_Level": 40.39545699, + "Creatinine_Level": 1.133036604, + "LDH_Level": 240.2635993, + "Calcium_Level": 10.03001149, + "Phosphorus_Level": 3.216527168, + "Glucose_Level": 116.430037, + "Potassium_Level": 3.788988849, + "Sodium_Level": 142.7585258, + "Smoking_Pack_Years": 39.87758996 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.25996352, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.36610933, + "White_Blood_Cell_Count": 5.90456364, + "Platelet_Count": 432.8551247, + "Albumin_Level": 3.525278801, + "Alkaline_Phosphatase_Level": 35.04228811, + "Alanine_Aminotransferase_Level": 27.30901578, + "Aspartate_Aminotransferase_Level": 20.11447445, + "Creatinine_Level": 0.609979912, + "LDH_Level": 125.6914477, + "Calcium_Level": 8.231384057, + "Phosphorus_Level": 3.648209438, + "Glucose_Level": 141.0603255, + "Potassium_Level": 4.909140585, + "Sodium_Level": 143.9180441, + "Smoking_Pack_Years": 50.91544979 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.5355836, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.23018295, + "White_Blood_Cell_Count": 9.646876603, + "Platelet_Count": 283.8671992, + "Albumin_Level": 4.258810947, + "Alkaline_Phosphatase_Level": 74.74706265, + "Alanine_Aminotransferase_Level": 27.003572, + "Aspartate_Aminotransferase_Level": 31.14272567, + "Creatinine_Level": 0.770537929, + "LDH_Level": 125.4465195, + "Calcium_Level": 8.151969513, + "Phosphorus_Level": 3.538132097, + "Glucose_Level": 97.96263561, + "Potassium_Level": 4.647723291, + "Sodium_Level": 141.2980272, + "Smoking_Pack_Years": 85.66690828 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.16610268, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.73995884, + "White_Blood_Cell_Count": 3.526668517, + "Platelet_Count": 310.3531927, + "Albumin_Level": 3.913627605, + "Alkaline_Phosphatase_Level": 108.469345, + "Alanine_Aminotransferase_Level": 38.12838127, + "Aspartate_Aminotransferase_Level": 25.41461223, + "Creatinine_Level": 1.164274779, + "LDH_Level": 124.814604, + "Calcium_Level": 9.251838865, + "Phosphorus_Level": 4.831490463, + "Glucose_Level": 142.1296302, + "Potassium_Level": 3.924103014, + "Sodium_Level": 137.5191604, + "Smoking_Pack_Years": 2.170970514 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.7251925, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.01864413, + "White_Blood_Cell_Count": 9.620505553, + "Platelet_Count": 323.9162777, + "Albumin_Level": 3.751195594, + "Alkaline_Phosphatase_Level": 72.46531771, + "Alanine_Aminotransferase_Level": 21.32713563, + "Aspartate_Aminotransferase_Level": 42.65476178, + "Creatinine_Level": 0.937792251, + "LDH_Level": 147.0567842, + "Calcium_Level": 10.34828252, + "Phosphorus_Level": 3.829061376, + "Glucose_Level": 114.8560765, + "Potassium_Level": 3.84286859, + "Sodium_Level": 141.0642916, + "Smoking_Pack_Years": 98.49562661 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.10102743, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.6615923, + "White_Blood_Cell_Count": 5.565423744, + "Platelet_Count": 217.7062637, + "Albumin_Level": 3.163515127, + "Alkaline_Phosphatase_Level": 118.7096161, + "Alanine_Aminotransferase_Level": 14.36603371, + "Aspartate_Aminotransferase_Level": 14.07886593, + "Creatinine_Level": 0.864240382, + "LDH_Level": 242.7137274, + "Calcium_Level": 9.214932702, + "Phosphorus_Level": 4.482730142, + "Glucose_Level": 109.8667514, + "Potassium_Level": 4.326645786, + "Sodium_Level": 143.8077008, + "Smoking_Pack_Years": 87.46281654 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.10678037, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.34486446, + "White_Blood_Cell_Count": 7.260945642, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.18148166, + "White_Blood_Cell_Count": 6.860042288, + "Platelet_Count": 400.3690686, + "Albumin_Level": 3.285406671, + "Alkaline_Phosphatase_Level": 91.60775293, + "Alanine_Aminotransferase_Level": 33.42129535, + "Aspartate_Aminotransferase_Level": 22.18853044, + "Creatinine_Level": 1.019685245, + "LDH_Level": 101.4678444, + "Calcium_Level": 9.39927117, + "Phosphorus_Level": 4.976730391, + "Glucose_Level": 95.08635461, + "Potassium_Level": 4.991914623, + "Sodium_Level": 135.6609573, + "Smoking_Pack_Years": 44.39997777 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.85986825, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.30412864, + "White_Blood_Cell_Count": 4.940582261, + "Platelet_Count": 238.1241197, + "Albumin_Level": 4.676216777, + "Alkaline_Phosphatase_Level": 118.1238985, + "Alanine_Aminotransferase_Level": 32.26216626, + "Aspartate_Aminotransferase_Level": 37.11225254, + "Creatinine_Level": 0.828628271, + "LDH_Level": 242.3658781, + "Calcium_Level": 10.31621637, + "Phosphorus_Level": 4.450083326, + "Glucose_Level": 137.607736, + "Potassium_Level": 4.621426034, + "Sodium_Level": 138.111671, + "Smoking_Pack_Years": 83.16588844 + }, + { + "Age": 38, + "Gender": "Female", 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"Calcium_Level": 10.34866538, + "Phosphorus_Level": 3.953980775, + "Glucose_Level": 138.0540694, + "Potassium_Level": 4.838980781, + "Sodium_Level": 142.7597902, + "Smoking_Pack_Years": 73.46213194 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.01836296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.40732406, + "White_Blood_Cell_Count": 4.879721459, + "Platelet_Count": 357.0800878, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.37772481, + "White_Blood_Cell_Count": 7.071812558, + "Platelet_Count": 342.6962985, + "Albumin_Level": 4.234482037, + "Alkaline_Phosphatase_Level": 99.08823117, + "Alanine_Aminotransferase_Level": 17.36655598, + "Aspartate_Aminotransferase_Level": 48.2667329, + "Creatinine_Level": 1.29234337, + "LDH_Level": 183.5451515, + "Calcium_Level": 9.852626342, + "Phosphorus_Level": 4.11250344, + "Glucose_Level": 73.24105887, + "Potassium_Level": 4.51451255, + "Sodium_Level": 144.4112628, + "Smoking_Pack_Years": 10.1911245 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.47991639, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.03217452, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.74374995, + "White_Blood_Cell_Count": 4.357561308, + "Platelet_Count": 240.2937114, + "Albumin_Level": 4.362627119, + "Alkaline_Phosphatase_Level": 114.2407362, + "Alanine_Aminotransferase_Level": 27.11959254, + "Aspartate_Aminotransferase_Level": 20.39923454, + "Creatinine_Level": 1.264695279, + "LDH_Level": 102.932822, + "Calcium_Level": 9.839784952, + "Phosphorus_Level": 2.864748851, + "Glucose_Level": 105.0340211, + "Potassium_Level": 4.415342793, + "Sodium_Level": 143.189741, + "Smoking_Pack_Years": 88.47678189 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.49576628, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.94682869, + "White_Blood_Cell_Count": 6.657574081, + 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54.64912873 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.6103669, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.70530942, + "White_Blood_Cell_Count": 5.980266435, + "Platelet_Count": 198.2234597, + "Albumin_Level": 4.762012773, + "Alkaline_Phosphatase_Level": 61.45091441, + "Alanine_Aminotransferase_Level": 37.73625958, + "Aspartate_Aminotransferase_Level": 15.45052637, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.95289676, + "White_Blood_Cell_Count": 6.318123051, + "Platelet_Count": 208.42776, + "Albumin_Level": 4.239166405, + "Alkaline_Phosphatase_Level": 34.55743362, + "Alanine_Aminotransferase_Level": 30.97233308, + "Aspartate_Aminotransferase_Level": 15.65762606, + "Creatinine_Level": 1.380479235, + "LDH_Level": 107.4016912, + "Calcium_Level": 9.086741145, + "Phosphorus_Level": 3.530736179, + "Glucose_Level": 138.2780517, + "Potassium_Level": 3.825147813, + "Sodium_Level": 138.5067956, + "Smoking_Pack_Years": 42.74297852 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.59851933, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.40773285, + "White_Blood_Cell_Count": 7.473951364, + "Platelet_Count": 238.5633014, + "Albumin_Level": 4.014255683, + "Alkaline_Phosphatase_Level": 76.0119057, + "Alanine_Aminotransferase_Level": 28.71485804, + "Aspartate_Aminotransferase_Level": 22.76956873, + "Creatinine_Level": 1.464400476, + "LDH_Level": 128.1253904, + "Calcium_Level": 9.096674852, + "Phosphorus_Level": 2.892099189, + "Glucose_Level": 144.2784739, + "Potassium_Level": 4.066965983, + "Sodium_Level": 137.4365234, + 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40.15086429, + "Creatinine_Level": 1.264423426, + "LDH_Level": 193.8812541, + "Calcium_Level": 10.4043701, + "Phosphorus_Level": 3.913480778, + "Glucose_Level": 93.60344389, + "Potassium_Level": 4.021631134, + "Sodium_Level": 136.9318614, + "Smoking_Pack_Years": 50.23090356 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.06135294, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.85133315, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.59195001, + "White_Blood_Cell_Count": 8.780774429, + "Platelet_Count": 307.7962115, + "Albumin_Level": 4.968263136, + "Alkaline_Phosphatase_Level": 117.54174, + "Alanine_Aminotransferase_Level": 28.06138519, + "Aspartate_Aminotransferase_Level": 21.77947471, + "Creatinine_Level": 0.870114881, + "LDH_Level": 224.0553291, + "Calcium_Level": 8.707957067, + "Phosphorus_Level": 2.7942092, + "Glucose_Level": 113.4113807, + "Potassium_Level": 4.292011445, + "Sodium_Level": 143.768385, + "Smoking_Pack_Years": 75.30914204 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.81725445, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.97200865, + "White_Blood_Cell_Count": 4.614535745, + "Platelet_Count": 254.6949551, + "Albumin_Level": 3.705892069, + "Alkaline_Phosphatase_Level": 100.8876396, + "Alanine_Aminotransferase_Level": 21.96788349, + "Aspartate_Aminotransferase_Level": 18.50644684, + "Creatinine_Level": 1.311134112, + "LDH_Level": 216.3364302, + "Calcium_Level": 10.28563969, + "Phosphorus_Level": 3.872408102, + "Glucose_Level": 107.5123149, + "Potassium_Level": 3.868454755, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 29.55403438, + "Creatinine_Level": 0.538691101, + "LDH_Level": 190.0441087, + "Calcium_Level": 10.46700498, + "Phosphorus_Level": 4.322842626, + "Glucose_Level": 76.80982812, + "Potassium_Level": 4.593612673, + "Sodium_Level": 139.391171, + "Smoking_Pack_Years": 95.96764156 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.9262412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.88219173, + "White_Blood_Cell_Count": 8.092757447, + "Platelet_Count": 337.7291787, + "Albumin_Level": 3.233223855, + "Alkaline_Phosphatase_Level": 33.53678797, + "Alanine_Aminotransferase_Level": 33.57506502, + "Aspartate_Aminotransferase_Level": 40.1555953, + "Creatinine_Level": 0.57307548, + "LDH_Level": 191.4474961, + "Calcium_Level": 8.367296241, + "Phosphorus_Level": 4.569147005, + "Glucose_Level": 105.6320076, + "Potassium_Level": 4.463703928, + "Sodium_Level": 135.2022841, + "Smoking_Pack_Years": 23.77138324 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.73943807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.58271683, + "White_Blood_Cell_Count": 7.557954164, + "Platelet_Count": 338.0597057, + "Albumin_Level": 4.963242503, + "Alkaline_Phosphatase_Level": 83.09254597, + "Alanine_Aminotransferase_Level": 30.01854801, + "Aspartate_Aminotransferase_Level": 23.44618758, + "Creatinine_Level": 1.054887269, + "LDH_Level": 182.4283393, + "Calcium_Level": 10.26056679, + "Phosphorus_Level": 4.735850069, + "Glucose_Level": 96.07044341, + "Potassium_Level": 4.366963831, + 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"Aspartate_Aminotransferase_Level": 20.83535141, + "Creatinine_Level": 1.253750923, + "LDH_Level": 246.2359903, + "Calcium_Level": 10.30612757, + "Phosphorus_Level": 4.702810715, + "Glucose_Level": 106.4725637, + "Potassium_Level": 4.613593653, + "Sodium_Level": 142.6044072, + "Smoking_Pack_Years": 99.26978702 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.80824362, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.57846149, + "White_Blood_Cell_Count": 6.021851814, + "Platelet_Count": 166.6303871, + "Albumin_Level": 3.642891914, + "Alkaline_Phosphatase_Level": 108.2137017, + "Alanine_Aminotransferase_Level": 17.14703935, + "Aspartate_Aminotransferase_Level": 26.85640546, + "Creatinine_Level": 1.399871555, + "LDH_Level": 127.2994161, + "Calcium_Level": 8.596264453, + "Phosphorus_Level": 3.505789423, + "Glucose_Level": 114.1533933, + "Potassium_Level": 4.333964104, + "Sodium_Level": 136.7711327, + "Smoking_Pack_Years": 40.22097727 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.44310245, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.13924955, + "White_Blood_Cell_Count": 4.205627145, + "Platelet_Count": 284.2815762, + "Albumin_Level": 4.158268503, + "Alkaline_Phosphatase_Level": 71.8259283, + "Alanine_Aminotransferase_Level": 5.698108178, + "Aspartate_Aminotransferase_Level": 27.50908324, + "Creatinine_Level": 1.10550651, + "LDH_Level": 126.953664, + "Calcium_Level": 8.606136122, + "Phosphorus_Level": 4.050374639, + "Glucose_Level": 105.2358021, + "Potassium_Level": 3.670315689, + "Sodium_Level": 138.7673614, + "Smoking_Pack_Years": 2.867774452 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.0733812, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.91614099, + "White_Blood_Cell_Count": 7.088167818, + "Platelet_Count": 378.6661331, + "Albumin_Level": 3.483284006, + "Alkaline_Phosphatase_Level": 87.70254347, + "Alanine_Aminotransferase_Level": 34.54997994, + "Aspartate_Aminotransferase_Level": 32.76278242, + "Creatinine_Level": 1.17208943, + "LDH_Level": 204.6200853, + "Calcium_Level": 8.332497652, + "Phosphorus_Level": 3.70967596, + "Glucose_Level": 81.63288345, + "Potassium_Level": 3.616610355, + "Sodium_Level": 142.218422, + "Smoking_Pack_Years": 55.43802628 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.40554772, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.10298458, + "White_Blood_Cell_Count": 5.50971549, + "Platelet_Count": 398.9895527, + "Albumin_Level": 4.868192981, + "Alkaline_Phosphatase_Level": 31.42299301, + "Alanine_Aminotransferase_Level": 9.626320879, + "Aspartate_Aminotransferase_Level": 15.62758207, + "Creatinine_Level": 1.103627107, + "LDH_Level": 159.5743233, + "Calcium_Level": 8.960526819, + "Phosphorus_Level": 2.959287377, + "Glucose_Level": 125.5590248, + "Potassium_Level": 4.035107868, + "Sodium_Level": 143.8166123, + "Smoking_Pack_Years": 87.50378008 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.70203613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.34849412, + "White_Blood_Cell_Count": 4.495760705, + "Platelet_Count": 150.0303311, + "Albumin_Level": 4.877333851, + "Alkaline_Phosphatase_Level": 105.1953797, + "Alanine_Aminotransferase_Level": 14.99077746, + "Aspartate_Aminotransferase_Level": 37.14300829, + "Creatinine_Level": 1.028093738, + "LDH_Level": 236.2512173, + "Calcium_Level": 9.848482431, + "Phosphorus_Level": 4.390062304, + "Glucose_Level": 147.8321692, + "Potassium_Level": 3.53954607, + "Sodium_Level": 141.5796824, + "Smoking_Pack_Years": 6.05698885 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.04041352, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.69444062, + "White_Blood_Cell_Count": 5.067072306, + "Platelet_Count": 360.4069315, + "Albumin_Level": 4.335350242, + "Alkaline_Phosphatase_Level": 92.48648749, + "Alanine_Aminotransferase_Level": 15.32633497, + "Aspartate_Aminotransferase_Level": 47.8981001, + "Creatinine_Level": 0.666966814, + "LDH_Level": 206.6623891, + "Calcium_Level": 9.148161475, + "Phosphorus_Level": 2.64798388, + "Glucose_Level": 90.57278412, + "Potassium_Level": 4.085836685, + "Sodium_Level": 142.8314349, + "Smoking_Pack_Years": 26.04398899 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.68658428, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.18552517, + "White_Blood_Cell_Count": 5.576548543, + "Platelet_Count": 166.2380984, + "Albumin_Level": 3.142032471, + "Alkaline_Phosphatase_Level": 57.28215391, + "Alanine_Aminotransferase_Level": 22.34748824, + "Aspartate_Aminotransferase_Level": 31.3133144, + "Creatinine_Level": 1.174113964, + "LDH_Level": 178.6128742, + "Calcium_Level": 8.884224734, + "Phosphorus_Level": 4.40013701, + "Glucose_Level": 104.9295064, + "Potassium_Level": 4.84127383, + "Sodium_Level": 137.5307813, + "Smoking_Pack_Years": 87.96281485 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.98174015, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.03559119, + "White_Blood_Cell_Count": 6.344769471, + "Platelet_Count": 309.1298049, + "Albumin_Level": 3.037222533, + "Alkaline_Phosphatase_Level": 118.3515499, + "Alanine_Aminotransferase_Level": 24.72830962, + "Aspartate_Aminotransferase_Level": 28.91718886, + "Creatinine_Level": 1.008034746, + "LDH_Level": 219.2587074, + "Calcium_Level": 9.664057917, + "Phosphorus_Level": 4.074544645, + "Glucose_Level": 114.9063028, + "Potassium_Level": 4.899507866, + "Sodium_Level": 139.581312, + "Smoking_Pack_Years": 15.30244227 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.32362433, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.29127627, + "White_Blood_Cell_Count": 6.983908755, + "Platelet_Count": 240.5868102, + "Albumin_Level": 3.726741541, + "Alkaline_Phosphatase_Level": 32.13631586, + "Alanine_Aminotransferase_Level": 36.97241212, + "Aspartate_Aminotransferase_Level": 15.3875651, + "Creatinine_Level": 0.827791639, + "LDH_Level": 142.3872439, + "Calcium_Level": 10.37493748, + "Phosphorus_Level": 3.928882219, + "Glucose_Level": 126.0081908, + "Potassium_Level": 3.793717295, + "Sodium_Level": 135.4564662, + "Smoking_Pack_Years": 88.25623066 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.46954855, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.39725935, + "White_Blood_Cell_Count": 9.205066461, + "Platelet_Count": 298.9461085, + "Albumin_Level": 3.690636884, + "Alkaline_Phosphatase_Level": 32.82323631, + "Alanine_Aminotransferase_Level": 13.22021312, + "Aspartate_Aminotransferase_Level": 18.38033824, + "Creatinine_Level": 0.540873055, + "LDH_Level": 222.8787779, + "Calcium_Level": 8.432095908, + "Phosphorus_Level": 3.934803852, + "Glucose_Level": 99.36993792, + "Potassium_Level": 3.709281468, + "Sodium_Level": 143.8779368, + "Smoking_Pack_Years": 13.12314339 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.89366649, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.90179931, + "White_Blood_Cell_Count": 4.692346118, + "Platelet_Count": 394.3119435, + "Albumin_Level": 3.995602014, + "Alkaline_Phosphatase_Level": 49.26399006, + "Alanine_Aminotransferase_Level": 37.56004675, + "Aspartate_Aminotransferase_Level": 28.85645697, + "Creatinine_Level": 0.901706038, + "LDH_Level": 148.2283664, + "Calcium_Level": 9.675272401, + "Phosphorus_Level": 3.525477993, + "Glucose_Level": 124.955223, + "Potassium_Level": 3.5216142, + "Sodium_Level": 142.5453972, + "Smoking_Pack_Years": 29.3099877 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.38055103, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.77166504, + "White_Blood_Cell_Count": 5.762715088, + "Platelet_Count": 323.9221353, + "Albumin_Level": 3.253300822, + "Alkaline_Phosphatase_Level": 100.8191168, + "Alanine_Aminotransferase_Level": 12.97295197, + "Aspartate_Aminotransferase_Level": 11.318996, + "Creatinine_Level": 1.294066161, + "LDH_Level": 102.7043594, + "Calcium_Level": 9.00125845, + "Phosphorus_Level": 3.708160295, + "Glucose_Level": 110.5949936, + "Potassium_Level": 4.834287072, + "Sodium_Level": 136.5244223, + "Smoking_Pack_Years": 47.02757573 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.24338843, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.37508649, + "White_Blood_Cell_Count": 6.627172648, + "Platelet_Count": 160.6854924, + "Albumin_Level": 3.55624335, + "Alkaline_Phosphatase_Level": 55.62519984, + "Alanine_Aminotransferase_Level": 31.37120586, + "Aspartate_Aminotransferase_Level": 32.31487997, + "Creatinine_Level": 1.273888104, + "LDH_Level": 122.0194783, + "Calcium_Level": 9.961776425, + "Phosphorus_Level": 2.506908801, + "Glucose_Level": 129.2721254, + "Potassium_Level": 4.12013477, + "Sodium_Level": 140.6317263, + "Smoking_Pack_Years": 59.55108997 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.37523265, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.01400967, + "White_Blood_Cell_Count": 4.440395195, + "Platelet_Count": 192.9967083, + "Albumin_Level": 4.940587512, + "Alkaline_Phosphatase_Level": 83.24804438, + "Alanine_Aminotransferase_Level": 34.17816936, + "Aspartate_Aminotransferase_Level": 24.07184353, + "Creatinine_Level": 1.097628869, + "LDH_Level": 134.5629916, + "Calcium_Level": 9.627798397, + "Phosphorus_Level": 4.225334502, + "Glucose_Level": 100.7322827, + "Potassium_Level": 3.667232514, + "Sodium_Level": 144.2194544, + "Smoking_Pack_Years": 31.61547028 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.65487704, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.32938353, + "White_Blood_Cell_Count": 6.551950384, + "Platelet_Count": 196.801684, + "Albumin_Level": 4.422759925, + "Alkaline_Phosphatase_Level": 59.88023003, + "Alanine_Aminotransferase_Level": 13.98524724, + "Aspartate_Aminotransferase_Level": 35.44430244, + "Creatinine_Level": 1.116175348, + "LDH_Level": 247.756116, + "Calcium_Level": 9.034555274, + "Phosphorus_Level": 4.557297677, + "Glucose_Level": 96.77654569, + "Potassium_Level": 4.827526152, + "Sodium_Level": 141.7258054, + "Smoking_Pack_Years": 54.35065286 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.03071544, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.08490506, + "White_Blood_Cell_Count": 9.90097893, + "Platelet_Count": 160.4299917, + "Albumin_Level": 3.013941232, + "Alkaline_Phosphatase_Level": 35.91538002, + "Alanine_Aminotransferase_Level": 36.23912577, + "Aspartate_Aminotransferase_Level": 35.22417577, + "Creatinine_Level": 0.686705268, + "LDH_Level": 171.1245781, + "Calcium_Level": 9.460077356, + "Phosphorus_Level": 4.910768844, + "Glucose_Level": 99.77318322, + "Potassium_Level": 3.504114332, + "Sodium_Level": 140.2283467, + "Smoking_Pack_Years": 18.20473739 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.53141245, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.25220014, + "White_Blood_Cell_Count": 8.26601409, + "Platelet_Count": 185.0100302, + "Albumin_Level": 4.635961793, + "Alkaline_Phosphatase_Level": 95.45352885, + "Alanine_Aminotransferase_Level": 25.40654681, + "Aspartate_Aminotransferase_Level": 41.79718616, + "Creatinine_Level": 0.565504407, + "LDH_Level": 154.1751959, + "Calcium_Level": 8.593578859, + "Phosphorus_Level": 4.168327732, + "Glucose_Level": 112.3382427, + "Potassium_Level": 3.632560156, + "Sodium_Level": 140.9836665, + "Smoking_Pack_Years": 97.68385905 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.34439629, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.56346116, + "White_Blood_Cell_Count": 8.061345138, + "Platelet_Count": 175.1848199, + "Albumin_Level": 4.168752576, + "Alkaline_Phosphatase_Level": 31.62210137, + "Alanine_Aminotransferase_Level": 6.085449051, + "Aspartate_Aminotransferase_Level": 44.80978894, + "Creatinine_Level": 1.388148341, + "LDH_Level": 128.9185171, + "Calcium_Level": 8.296066274, + "Phosphorus_Level": 3.916833772, + "Glucose_Level": 147.249088, + "Potassium_Level": 3.779580139, + "Sodium_Level": 137.6073081, + "Smoking_Pack_Years": 96.18062857 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.15648013, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Tumor_Size_mm": 93.59668983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.7798615, + "White_Blood_Cell_Count": 3.957036538, + "Platelet_Count": 187.4310116, + "Albumin_Level": 4.391213938, + "Alkaline_Phosphatase_Level": 72.84893115, + "Alanine_Aminotransferase_Level": 27.18891372, + "Aspartate_Aminotransferase_Level": 44.70909849, + "Creatinine_Level": 0.719305402, + "LDH_Level": 219.9906198, + "Calcium_Level": 10.05597963, + "Phosphorus_Level": 3.61771542, + "Glucose_Level": 86.04943872, + "Potassium_Level": 4.44472213, + "Sodium_Level": 143.7461604, + "Smoking_Pack_Years": 0.40898629 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.50650684, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.46383613, + "White_Blood_Cell_Count": 4.275386488, + "Platelet_Count": 239.9503648, + "Albumin_Level": 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"Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.35161691, + "White_Blood_Cell_Count": 9.029801877, + "Platelet_Count": 300.2286765, + "Albumin_Level": 3.809521927, + "Alkaline_Phosphatase_Level": 79.84669858, + "Alanine_Aminotransferase_Level": 22.22124229, + "Aspartate_Aminotransferase_Level": 26.05412204, + "Creatinine_Level": 1.268486454, + "LDH_Level": 232.0234333, + "Calcium_Level": 10.01214247, + "Phosphorus_Level": 3.973828806, + "Glucose_Level": 78.09713119, + "Potassium_Level": 4.690742361, + "Sodium_Level": 141.6382848, + "Smoking_Pack_Years": 96.97090932 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.17541929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.34667821, + "White_Blood_Cell_Count": 4.974281198, + "Platelet_Count": 227.2535815, + "Albumin_Level": 4.70631319, + "Alkaline_Phosphatase_Level": 56.71056617, + "Alanine_Aminotransferase_Level": 31.40101695, + "Aspartate_Aminotransferase_Level": 30.52039242, + "Creatinine_Level": 0.574018075, + "LDH_Level": 132.8798346, + "Calcium_Level": 9.830534189, + "Phosphorus_Level": 3.04208764, + "Glucose_Level": 102.5639941, + "Potassium_Level": 4.442770231, + "Sodium_Level": 140.5135455, + "Smoking_Pack_Years": 8.141581776 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.95108685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.78697017, + "White_Blood_Cell_Count": 3.933162213, + "Platelet_Count": 166.1672726, + "Albumin_Level": 3.352279715, + "Alkaline_Phosphatase_Level": 85.59365056, + "Alanine_Aminotransferase_Level": 13.23348485, + "Aspartate_Aminotransferase_Level": 13.32951082, + "Creatinine_Level": 0.97972092, + "LDH_Level": 180.685533, + "Calcium_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.85280899, + "White_Blood_Cell_Count": 5.040159574, + "Platelet_Count": 327.3581629, + "Albumin_Level": 3.772014193, + "Alkaline_Phosphatase_Level": 40.25617295, + "Alanine_Aminotransferase_Level": 37.43363716, + "Aspartate_Aminotransferase_Level": 20.17197172, + "Creatinine_Level": 0.587063768, + "LDH_Level": 127.2736515, + "Calcium_Level": 8.607541607, + "Phosphorus_Level": 4.298637455, + "Glucose_Level": 75.41767195, + "Potassium_Level": 4.945181508, + "Sodium_Level": 137.7089433, + "Smoking_Pack_Years": 25.54037062 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": 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382.8194034, + "Albumin_Level": 4.334676171, + "Alkaline_Phosphatase_Level": 107.4188814, + "Alanine_Aminotransferase_Level": 10.46382098, + "Aspartate_Aminotransferase_Level": 30.56487511, + "Creatinine_Level": 0.732898839, + "LDH_Level": 224.0097348, + "Calcium_Level": 9.4723567, + "Phosphorus_Level": 3.281248754, + "Glucose_Level": 79.4493233, + "Potassium_Level": 4.474481091, + "Sodium_Level": 138.5052553, + "Smoking_Pack_Years": 74.94301793 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.07675104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.553983, + "White_Blood_Cell_Count": 4.449843277, + "Platelet_Count": 445.160002, + "Albumin_Level": 4.729759645, + "Alkaline_Phosphatase_Level": 43.41408287, + "Alanine_Aminotransferase_Level": 38.5875717, + "Aspartate_Aminotransferase_Level": 31.50206499, + "Creatinine_Level": 0.832613349, + "LDH_Level": 100.0988348, + "Calcium_Level": 9.886019392, + "Phosphorus_Level": 2.679071587, + "Glucose_Level": 144.700775, + "Potassium_Level": 4.249013678, + "Sodium_Level": 140.0962052, + "Smoking_Pack_Years": 69.90345827 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.02095853, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.68798728, + "White_Blood_Cell_Count": 8.309811466, + "Platelet_Count": 227.6968198, + "Albumin_Level": 4.646724543, + "Alkaline_Phosphatase_Level": 61.31484247, + "Alanine_Aminotransferase_Level": 30.04873115, + "Aspartate_Aminotransferase_Level": 47.82771765, + "Creatinine_Level": 0.59473058, + "LDH_Level": 231.3422983, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.60949148, + "White_Blood_Cell_Count": 8.840909583, + "Platelet_Count": 212.9233354, + "Albumin_Level": 4.942719014, + "Alkaline_Phosphatase_Level": 74.43147175, + "Alanine_Aminotransferase_Level": 35.80418317, + "Aspartate_Aminotransferase_Level": 28.24967097, + "Creatinine_Level": 1.236196397, + "LDH_Level": 232.9171945, + "Calcium_Level": 9.806332435, + "Phosphorus_Level": 4.237244957, + "Glucose_Level": 104.3163707, + "Potassium_Level": 4.551944814, + "Sodium_Level": 139.5783559, + "Smoking_Pack_Years": 67.15038505 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.05255561, + "White_Blood_Cell_Count": 9.476407183, + "Platelet_Count": 181.8101903, + "Albumin_Level": 4.503221499, + "Alkaline_Phosphatase_Level": 42.84841891, + "Alanine_Aminotransferase_Level": 31.16518167, + "Aspartate_Aminotransferase_Level": 11.75028587, + "Creatinine_Level": 1.073584314, + "LDH_Level": 244.546214, + "Calcium_Level": 8.5583701, + "Phosphorus_Level": 3.947431785, + "Glucose_Level": 138.7402244, + "Potassium_Level": 4.310482775, + "Sodium_Level": 142.5219523, + "Smoking_Pack_Years": 23.47759812 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.838966885, + "Phosphorus_Level": 4.255754533, + "Glucose_Level": 90.56266605, + "Potassium_Level": 3.905301487, + "Sodium_Level": 136.3184472, + "Smoking_Pack_Years": 21.99240996 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.83201686, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.02499145, + "White_Blood_Cell_Count": 8.72364004, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.56250625, + "White_Blood_Cell_Count": 8.283693929, + "Platelet_Count": 286.2584115, + "Albumin_Level": 4.326270993, + "Alkaline_Phosphatase_Level": 52.01834059, + "Alanine_Aminotransferase_Level": 11.14314284, + "Aspartate_Aminotransferase_Level": 23.27465493, + "Creatinine_Level": 0.799270307, + "LDH_Level": 207.614888, + "Calcium_Level": 8.668551024, + "Phosphorus_Level": 4.383408398, + "Glucose_Level": 130.5565204, + "Potassium_Level": 4.17950405, + "Sodium_Level": 135.87429, + "Smoking_Pack_Years": 51.20054151 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.20033597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.91124365, + "White_Blood_Cell_Count": 8.574915377, + "Platelet_Count": 397.6222881, + "Albumin_Level": 3.525889898, + "Alkaline_Phosphatase_Level": 73.81964, + "Alanine_Aminotransferase_Level": 38.01852104, + "Aspartate_Aminotransferase_Level": 15.66893966, + "Creatinine_Level": 0.689328738, + "LDH_Level": 212.1281947, + "Calcium_Level": 9.720838974, + "Phosphorus_Level": 4.824349218, + "Glucose_Level": 123.8752264, + "Potassium_Level": 4.125217591, + "Sodium_Level": 144.3761409, + "Smoking_Pack_Years": 6.238564119 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.58844079, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.06643809, + "White_Blood_Cell_Count": 5.53092285, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.97349125, + "White_Blood_Cell_Count": 9.283050361, + "Platelet_Count": 341.908098, + "Albumin_Level": 3.689798505, + "Alkaline_Phosphatase_Level": 110.8965338, + "Alanine_Aminotransferase_Level": 12.70401933, + "Aspartate_Aminotransferase_Level": 31.98830394, + "Creatinine_Level": 0.882555843, + "LDH_Level": 119.7485334, + "Calcium_Level": 8.162657889, + "Phosphorus_Level": 3.442558811, + "Glucose_Level": 92.51613995, + "Potassium_Level": 4.776838207, + "Sodium_Level": 135.3455226, + "Smoking_Pack_Years": 23.08823545 + }, + { + "Age": 68, + "Gender": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.62914704, + "White_Blood_Cell_Count": 3.603669819, + "Platelet_Count": 395.1620522, + "Albumin_Level": 4.161054467, + "Alkaline_Phosphatase_Level": 96.51496326, + "Alanine_Aminotransferase_Level": 15.89677298, + "Aspartate_Aminotransferase_Level": 14.63069751, + "Creatinine_Level": 0.762891321, + "LDH_Level": 161.6859894, + "Calcium_Level": 10.06191738, + "Phosphorus_Level": 2.896081291, + "Glucose_Level": 136.2736313, + "Potassium_Level": 4.185524208, + "Sodium_Level": 142.7611602, + "Smoking_Pack_Years": 86.48881982 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.43099778, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.18411102, + "White_Blood_Cell_Count": 6.127864121, + "Platelet_Count": 235.5789692, + "Albumin_Level": 3.343469726, + "Alkaline_Phosphatase_Level": 31.67990589, + "Alanine_Aminotransferase_Level": 28.05088878, + "Aspartate_Aminotransferase_Level": 46.17416349, + "Creatinine_Level": 1.361392637, + "LDH_Level": 176.0264392, + "Calcium_Level": 9.075597167, + "Phosphorus_Level": 3.380500926, + "Glucose_Level": 148.2570205, + "Potassium_Level": 4.771498746, + "Sodium_Level": 137.1267464, + "Smoking_Pack_Years": 90.30094467 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.84783294, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.29596382, + "White_Blood_Cell_Count": 9.517865819, + "Platelet_Count": 379.2612186, + "Albumin_Level": 4.524344036, + "Alkaline_Phosphatase_Level": 114.8617739, + "Alanine_Aminotransferase_Level": 21.96133358, + "Aspartate_Aminotransferase_Level": 43.20011117, + "Creatinine_Level": 1.167109371, + "LDH_Level": 183.5815793, + "Calcium_Level": 9.614343892, + "Phosphorus_Level": 4.674825292, + "Glucose_Level": 74.25116111, + "Potassium_Level": 4.369478361, + "Sodium_Level": 140.1186171, + "Smoking_Pack_Years": 51.13895363 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.678497, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 99, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.55381257, + "White_Blood_Cell_Count": 7.582039465, + "Platelet_Count": 186.4530935, + "Albumin_Level": 3.663950224, + "Alkaline_Phosphatase_Level": 108.028056, + "Alanine_Aminotransferase_Level": 8.663523132, + "Aspartate_Aminotransferase_Level": 29.57041631, + "Creatinine_Level": 0.721309539, + "LDH_Level": 233.1980867, + "Calcium_Level": 10.18411488, + "Phosphorus_Level": 4.211581335, + "Glucose_Level": 103.8073472, + "Potassium_Level": 4.028876827, + "Sodium_Level": 143.3699337, + "Smoking_Pack_Years": 5.942420043 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.02123846, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.78437328, + "White_Blood_Cell_Count": 8.099075084, + "Platelet_Count": 327.3878717, + "Albumin_Level": 3.723208088, + "Alkaline_Phosphatase_Level": 90.14605871, + "Alanine_Aminotransferase_Level": 39.36526659, + "Aspartate_Aminotransferase_Level": 46.22541725, + "Creatinine_Level": 0.684039491, + "LDH_Level": 157.5798117, + "Calcium_Level": 8.848516234, + "Phosphorus_Level": 4.067697572, + "Glucose_Level": 98.9168375, + "Potassium_Level": 4.231906539, + "Sodium_Level": 135.7955659, + "Smoking_Pack_Years": 21.96640136 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.6088023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.25693257, + "White_Blood_Cell_Count": 7.301322795, + "Platelet_Count": 301.0500557, + "Albumin_Level": 4.559066261, + "Alkaline_Phosphatase_Level": 84.49496513, + "Alanine_Aminotransferase_Level": 21.73319939, + "Aspartate_Aminotransferase_Level": 47.87325214, + "Creatinine_Level": 0.722281162, + "LDH_Level": 136.0026809, + "Calcium_Level": 9.26977518, + "Phosphorus_Level": 2.96239936, + "Glucose_Level": 146.1465921, + "Potassium_Level": 4.677204495, + "Sodium_Level": 139.8158245, + "Smoking_Pack_Years": 51.78300534 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.99456858, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.1027976, + "White_Blood_Cell_Count": 5.57269634, + "Platelet_Count": 322.1431117, + "Albumin_Level": 4.036736167, + "Alkaline_Phosphatase_Level": 118.875287, + "Alanine_Aminotransferase_Level": 33.8100522, + "Aspartate_Aminotransferase_Level": 49.45822256, + "Creatinine_Level": 1.169503602, + "LDH_Level": 201.1821753, + "Calcium_Level": 8.716363285, + "Phosphorus_Level": 4.394277882, + "Glucose_Level": 83.85641876, + "Potassium_Level": 4.562615172, + "Sodium_Level": 140.6588067, + "Smoking_Pack_Years": 27.96631534 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.24096169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.28310054, + "White_Blood_Cell_Count": 5.857106296, + "Platelet_Count": 282.8164818, + "Albumin_Level": 3.27309045, + "Alkaline_Phosphatase_Level": 80.62799616, + "Alanine_Aminotransferase_Level": 29.59088283, + "Aspartate_Aminotransferase_Level": 29.34403104, + "Creatinine_Level": 1.356798501, + "LDH_Level": 223.7428311, + "Calcium_Level": 9.72530964, + "Phosphorus_Level": 2.787054429, + "Glucose_Level": 146.1866392, + "Potassium_Level": 3.86440511, + "Sodium_Level": 139.5554231, + "Smoking_Pack_Years": 18.24223116 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.67765799, + "Tumor_Location": "Upper 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148.4971351, + "Potassium_Level": 3.779823159, + "Sodium_Level": 143.9253456, + "Smoking_Pack_Years": 56.52437934 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.399872, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.58469191, + "White_Blood_Cell_Count": 5.230386406, + "Platelet_Count": 204.7326648, + "Albumin_Level": 4.140574338, + "Alkaline_Phosphatase_Level": 44.1435884, + "Alanine_Aminotransferase_Level": 10.51020802, + "Aspartate_Aminotransferase_Level": 22.79957067, + "Creatinine_Level": 1.317054644, + "LDH_Level": 154.6552614, + "Calcium_Level": 8.944046703, + "Phosphorus_Level": 3.200603655, + "Glucose_Level": 84.18679015, + "Potassium_Level": 3.720193248, + "Sodium_Level": 140.677412, + "Smoking_Pack_Years": 58.12022916 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.03480141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + 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3.069159807, + "Glucose_Level": 80.45893791, + "Potassium_Level": 4.36022181, + "Sodium_Level": 140.518167, + "Smoking_Pack_Years": 66.28738175 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.74177794, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.04527138, + "White_Blood_Cell_Count": 4.402171127, + "Platelet_Count": 428.5324191, + "Albumin_Level": 4.057837282, + "Alkaline_Phosphatase_Level": 70.50159157, + "Alanine_Aminotransferase_Level": 19.79347998, + "Aspartate_Aminotransferase_Level": 13.61517014, + "Creatinine_Level": 1.159003607, + "LDH_Level": 235.6946305, + "Calcium_Level": 10.49106587, + "Phosphorus_Level": 2.831135374, + "Glucose_Level": 139.3596325, + "Potassium_Level": 3.813109906, + "Sodium_Level": 142.1072646, + "Smoking_Pack_Years": 76.45726318 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.49529136, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.4853572, + "White_Blood_Cell_Count": 4.014089968, + "Platelet_Count": 266.3839264, + "Albumin_Level": 3.747937094, + "Alkaline_Phosphatase_Level": 33.39125235, + "Alanine_Aminotransferase_Level": 16.34390047, + "Aspartate_Aminotransferase_Level": 21.52316293, + "Creatinine_Level": 0.808232731, + "LDH_Level": 148.1583516, + "Calcium_Level": 9.771757237, + "Phosphorus_Level": 2.61876646, + "Glucose_Level": 101.1829021, + "Potassium_Level": 3.874197463, + "Sodium_Level": 141.948995, + "Smoking_Pack_Years": 72.51104927 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never 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"Phosphorus_Level": 4.066852094, + "Glucose_Level": 132.5558136, + "Potassium_Level": 4.456591914, + "Sodium_Level": 142.9851384, + "Smoking_Pack_Years": 29.8480685 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.89134781, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.74174456, + "White_Blood_Cell_Count": 6.326762326, + "Platelet_Count": 200.4379057, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.25862831, + "White_Blood_Cell_Count": 8.447211376, + "Platelet_Count": 153.1821053, + "Albumin_Level": 3.612461544, + "Alkaline_Phosphatase_Level": 66.02429419, + "Alanine_Aminotransferase_Level": 25.69938908, + "Aspartate_Aminotransferase_Level": 20.70812326, + "Creatinine_Level": 0.606143077, + "LDH_Level": 160.1056146, + "Calcium_Level": 8.6241359, + "Phosphorus_Level": 3.884736034, + "Glucose_Level": 126.7440393, + "Potassium_Level": 4.163388256, + "Sodium_Level": 139.1369848, + "Smoking_Pack_Years": 62.99629879 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.91609389, + "White_Blood_Cell_Count": 8.102129314, + "Platelet_Count": 376.1515785, + "Albumin_Level": 4.719070048, + "Alkaline_Phosphatase_Level": 55.04041052, + "Alanine_Aminotransferase_Level": 14.26619287, + "Aspartate_Aminotransferase_Level": 22.14546913, + "Creatinine_Level": 0.518808728, + "LDH_Level": 141.2412341, + "Calcium_Level": 10.4309742, + "Phosphorus_Level": 2.549550461, + "Glucose_Level": 71.18903611, + "Potassium_Level": 4.172965119, + "Sodium_Level": 137.0606028, + "Smoking_Pack_Years": 82.1795132 + }, + { + "Age": 50, + "Gender": "Male", 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.84938508, + "White_Blood_Cell_Count": 7.059167676, + "Platelet_Count": 360.5538531, + "Albumin_Level": 3.601185894, + "Alkaline_Phosphatase_Level": 49.96530617, + "Alanine_Aminotransferase_Level": 9.229804864, + "Aspartate_Aminotransferase_Level": 20.3249596, + "Creatinine_Level": 1.424459116, + "LDH_Level": 147.4072607, + "Calcium_Level": 9.567460442, + "Phosphorus_Level": 3.723186803, + "Glucose_Level": 137.8582556, + "Potassium_Level": 4.29013273, + "Sodium_Level": 141.090799, + "Smoking_Pack_Years": 81.95408888 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.12747049, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.40970167, + "White_Blood_Cell_Count": 5.431227247, + "Platelet_Count": 272.0565573, + "Albumin_Level": 3.722035743, + "Alkaline_Phosphatase_Level": 93.7586147, + "Alanine_Aminotransferase_Level": 23.54679157, + "Aspartate_Aminotransferase_Level": 36.95785472, + "Creatinine_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.61338974, + "White_Blood_Cell_Count": 9.022157624, + "Platelet_Count": 236.8611585, + "Albumin_Level": 4.472198548, + "Alkaline_Phosphatase_Level": 88.06398994, + "Alanine_Aminotransferase_Level": 15.0898053, + "Aspartate_Aminotransferase_Level": 20.21924319, + "Creatinine_Level": 1.05554318, + "LDH_Level": 116.5792938, + "Calcium_Level": 8.659807353, + "Phosphorus_Level": 4.861065017, + "Glucose_Level": 137.6180166, + "Potassium_Level": 3.767259094, + "Sodium_Level": 144.4843197, + "Smoking_Pack_Years": 74.64687077 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.66818292, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.42233838, + "White_Blood_Cell_Count": 9.67391214, + "Platelet_Count": 237.9660317, + "Albumin_Level": 4.59026882, + "Alkaline_Phosphatase_Level": 93.93063112, + "Alanine_Aminotransferase_Level": 16.11868337, + "Aspartate_Aminotransferase_Level": 46.82520231, + "Creatinine_Level": 0.855948268, + "LDH_Level": 142.0511059, + "Calcium_Level": 8.767105154, + "Phosphorus_Level": 3.495274925, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.44190933, + "White_Blood_Cell_Count": 4.392940326, + "Platelet_Count": 308.9293945, + "Albumin_Level": 3.417400304, + "Alkaline_Phosphatase_Level": 92.81753754, + "Alanine_Aminotransferase_Level": 22.74947072, + "Aspartate_Aminotransferase_Level": 40.54555931, + "Creatinine_Level": 1.076412717, + "LDH_Level": 135.6379551, + "Calcium_Level": 8.652863087, + "Phosphorus_Level": 2.861661394, + "Glucose_Level": 124.2639121, + "Potassium_Level": 4.585394387, + "Sodium_Level": 135.5012158, + "Smoking_Pack_Years": 74.22353468 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.57501122, + "White_Blood_Cell_Count": 9.474578013, + "Platelet_Count": 411.7517349, + "Albumin_Level": 3.230670352, + "Alkaline_Phosphatase_Level": 111.3843558, + "Alanine_Aminotransferase_Level": 19.63480888, + "Aspartate_Aminotransferase_Level": 30.27563152, + "Creatinine_Level": 1.120681312, + "LDH_Level": 237.691728, + "Calcium_Level": 9.071210741, + "Phosphorus_Level": 2.892680036, + "Glucose_Level": 113.5026636, + "Potassium_Level": 4.618345857, + "Sodium_Level": 141.3016964, + "Smoking_Pack_Years": 23.39324509 + }, + { + "Age": 71, + "Gender": "Male", + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.28198357, + "White_Blood_Cell_Count": 7.842335546, + "Platelet_Count": 216.0072021, + "Albumin_Level": 3.609308113, + "Alkaline_Phosphatase_Level": 98.91189669, + "Alanine_Aminotransferase_Level": 34.39920064, + "Aspartate_Aminotransferase_Level": 22.84398768, + "Creatinine_Level": 1.330049713, + "LDH_Level": 123.3962277, + "Calcium_Level": 8.13928436, + "Phosphorus_Level": 2.831199679, + "Glucose_Level": 132.9723834, + "Potassium_Level": 3.880755555, + "Sodium_Level": 141.8484496, + "Smoking_Pack_Years": 39.72024604 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.55865124, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.43025644, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.52442391, + "White_Blood_Cell_Count": 4.003825292, + "Platelet_Count": 155.97544, + "Albumin_Level": 4.685456435, + "Alkaline_Phosphatase_Level": 46.21096355, + "Alanine_Aminotransferase_Level": 36.21286556, + "Aspartate_Aminotransferase_Level": 14.60171358, + "Creatinine_Level": 1.042721709, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.50039949, + "White_Blood_Cell_Count": 6.681597194, + "Platelet_Count": 346.9047929, + "Albumin_Level": 3.32972904, + "Alkaline_Phosphatase_Level": 44.12579932, + "Alanine_Aminotransferase_Level": 11.16774782, + "Aspartate_Aminotransferase_Level": 29.2242643, + "Creatinine_Level": 0.5636459, + "LDH_Level": 135.3929209, + "Calcium_Level": 9.421984128, + "Phosphorus_Level": 3.645108871, + "Glucose_Level": 148.2485159, + "Potassium_Level": 4.35829951, + "Sodium_Level": 137.4439515, + "Smoking_Pack_Years": 62.87014442 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.00806573, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.73159008, + "White_Blood_Cell_Count": 6.111228306, + "Platelet_Count": 183.9043987, + "Albumin_Level": 3.697335825, + "Alkaline_Phosphatase_Level": 91.34429013, + "Alanine_Aminotransferase_Level": 18.98578249, + "Aspartate_Aminotransferase_Level": 45.21840837, + "Creatinine_Level": 0.512409923, + "LDH_Level": 205.7685383, + "Calcium_Level": 9.035207454, + "Phosphorus_Level": 4.426546077, + "Glucose_Level": 78.71851132, + "Potassium_Level": 4.366775273, + "Sodium_Level": 141.8928162, + "Smoking_Pack_Years": 18.05224505 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.4577197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.24723519, + "White_Blood_Cell_Count": 9.322617906, + "Platelet_Count": 229.5095787, + "Albumin_Level": 4.224307126, + "Alkaline_Phosphatase_Level": 54.84975136, + "Alanine_Aminotransferase_Level": 27.03848276, + "Aspartate_Aminotransferase_Level": 25.39285201, + "Creatinine_Level": 1.187147735, + "LDH_Level": 231.7974559, + "Calcium_Level": 10.04298039, + "Phosphorus_Level": 4.045323026, + "Glucose_Level": 124.3854163, + "Potassium_Level": 3.590332101, + "Sodium_Level": 137.6016051, + "Smoking_Pack_Years": 21.05559341 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.72202095, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 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+ "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.2223442, + "White_Blood_Cell_Count": 6.753545551, + "Platelet_Count": 379.6494283, + "Albumin_Level": 3.907089599, + "Alkaline_Phosphatase_Level": 103.7116192, + "Alanine_Aminotransferase_Level": 7.711621132, + "Aspartate_Aminotransferase_Level": 43.55430159, + "Creatinine_Level": 1.005044269, + "LDH_Level": 142.3077257, + "Calcium_Level": 8.167539146, + "Phosphorus_Level": 2.569113018, + "Glucose_Level": 132.4982767, + "Potassium_Level": 4.215258067, + "Sodium_Level": 143.835701, + "Smoking_Pack_Years": 75.36604998 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.53594903, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.32697209, + "White_Blood_Cell_Count": 9.776862208, + "Platelet_Count": 355.589385, + "Albumin_Level": 3.117752527, + "Alkaline_Phosphatase_Level": 82.13049333, + "Alanine_Aminotransferase_Level": 6.323203679, + "Aspartate_Aminotransferase_Level": 18.48244462, + "Creatinine_Level": 1.164211841, + "LDH_Level": 219.8987537, + "Calcium_Level": 8.395649989, + "Phosphorus_Level": 3.263347421, + "Glucose_Level": 142.1949989, + "Potassium_Level": 4.534735997, + "Sodium_Level": 137.9038495, + "Smoking_Pack_Years": 20.52540302 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.72505813, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.48212901, + "White_Blood_Cell_Count": 7.763665429, + "Platelet_Count": 155.988486, + "Albumin_Level": 4.652093163, + "Alkaline_Phosphatase_Level": 112.2437235, + "Alanine_Aminotransferase_Level": 39.5684693, + "Aspartate_Aminotransferase_Level": 18.29197293, + "Creatinine_Level": 0.895327339, + "LDH_Level": 135.2516561, + "Calcium_Level": 9.57579805, + "Phosphorus_Level": 4.374582621, + "Glucose_Level": 141.2527619, + "Potassium_Level": 4.856321222, + "Sodium_Level": 141.8919808, + "Smoking_Pack_Years": 55.9766543 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.82895619, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.09750726, + "White_Blood_Cell_Count": 8.591927678, + "Platelet_Count": 312.9782468, + "Albumin_Level": 4.086314004, + "Alkaline_Phosphatase_Level": 55.14267636, + "Alanine_Aminotransferase_Level": 32.55760139, + "Aspartate_Aminotransferase_Level": 22.68273764, + "Creatinine_Level": 0.848192431, + "LDH_Level": 209.0616814, + "Calcium_Level": 8.487464256, + "Phosphorus_Level": 4.217025092, + "Glucose_Level": 116.7787353, + "Potassium_Level": 4.528609515, + "Sodium_Level": 144.012107, + "Smoking_Pack_Years": 41.89845841 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.41550461, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.6693337, + "White_Blood_Cell_Count": 7.483472951, + "Platelet_Count": 306.0933049, + "Albumin_Level": 4.640820996, + "Alkaline_Phosphatase_Level": 54.74319985, + "Alanine_Aminotransferase_Level": 27.05908705, + "Aspartate_Aminotransferase_Level": 11.66344703, + "Creatinine_Level": 1.175532517, + "LDH_Level": 138.5033436, + "Calcium_Level": 9.840635301, + "Phosphorus_Level": 4.886697033, + "Glucose_Level": 126.8684923, + "Potassium_Level": 4.061164873, + "Sodium_Level": 141.0585849, + "Smoking_Pack_Years": 22.09938152 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.45012172, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.39119632, + "White_Blood_Cell_Count": 6.441856612, + "Platelet_Count": 171.8281953, + "Albumin_Level": 4.522551348, + "Alkaline_Phosphatase_Level": 101.1465704, + "Alanine_Aminotransferase_Level": 9.194957065, + "Aspartate_Aminotransferase_Level": 40.61650921, + "Creatinine_Level": 0.706201234, + "LDH_Level": 180.1247282, + "Calcium_Level": 9.562145989, + "Phosphorus_Level": 4.234976445, + "Glucose_Level": 141.5759888, + 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"Alanine_Aminotransferase_Level": 8.285901379, + "Aspartate_Aminotransferase_Level": 30.65153982, + "Creatinine_Level": 1.469922102, + "LDH_Level": 156.7959353, + "Calcium_Level": 10.11909524, + "Phosphorus_Level": 2.699772299, + "Glucose_Level": 111.2279637, + "Potassium_Level": 4.29258272, + "Sodium_Level": 141.7820147, + "Smoking_Pack_Years": 74.07196287 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.05733476, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.79601796, + "White_Blood_Cell_Count": 7.250881456, + "Platelet_Count": 279.5976964, + "Albumin_Level": 3.941912335, + "Alkaline_Phosphatase_Level": 85.01744985, + "Alanine_Aminotransferase_Level": 32.0974808, + "Aspartate_Aminotransferase_Level": 10.32182569, + "Creatinine_Level": 0.514336119, + "LDH_Level": 148.1444363, + "Calcium_Level": 9.721286395, + "Phosphorus_Level": 3.326763215, + "Glucose_Level": 78.62047648, + "Potassium_Level": 4.669369094, + "Sodium_Level": 136.69302, + "Smoking_Pack_Years": 14.20116253 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.85375118, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.73832729, + "White_Blood_Cell_Count": 5.116812049, + "Platelet_Count": 348.1412879, + "Albumin_Level": 4.451066021, + "Alkaline_Phosphatase_Level": 118.7411513, + "Alanine_Aminotransferase_Level": 7.194468597, + "Aspartate_Aminotransferase_Level": 10.74694019, + "Creatinine_Level": 0.569460932, + "LDH_Level": 206.6729573, + "Calcium_Level": 9.031928945, + "Phosphorus_Level": 2.94201807, + "Glucose_Level": 100.0132498, + "Potassium_Level": 4.823039541, + "Sodium_Level": 142.1171791, + "Smoking_Pack_Years": 28.70598034 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.47192748, + "Tumor_Location": 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126.8787057, + "Potassium_Level": 4.555136505, + "Sodium_Level": 142.7877329, + "Smoking_Pack_Years": 28.93261904 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.72278568, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.71331521, + "White_Blood_Cell_Count": 7.354290809, + "Platelet_Count": 405.0123143, + "Albumin_Level": 4.146235943, + "Alkaline_Phosphatase_Level": 101.4221982, + 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123, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.20465565, + "White_Blood_Cell_Count": 7.87078512, + "Platelet_Count": 410.3587758, + "Albumin_Level": 3.544725605, + "Alkaline_Phosphatase_Level": 53.32650981, + "Alanine_Aminotransferase_Level": 34.8831264, + "Aspartate_Aminotransferase_Level": 20.43439631, + "Creatinine_Level": 1.063147532, + "LDH_Level": 133.6124053, + "Calcium_Level": 9.753765683, + "Phosphorus_Level": 3.991358669, + "Glucose_Level": 133.8503881, + "Potassium_Level": 4.268814468, + "Sodium_Level": 141.8257278, + "Smoking_Pack_Years": 46.58529565 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.57722604, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.91552343, + "White_Blood_Cell_Count": 6.242749086, + "Platelet_Count": 333.8740443, + "Albumin_Level": 3.316918418, + "Alkaline_Phosphatase_Level": 94.95305706, + "Alanine_Aminotransferase_Level": 35.61147163, + "Aspartate_Aminotransferase_Level": 40.06893088, + "Creatinine_Level": 1.247414873, + "LDH_Level": 231.1795898, + "Calcium_Level": 8.84615448, + "Phosphorus_Level": 3.597912816, + "Glucose_Level": 143.8838846, + "Potassium_Level": 4.054703365, + "Sodium_Level": 140.9406118, + "Smoking_Pack_Years": 64.83962539 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.16151049, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.30444304, + "White_Blood_Cell_Count": 6.025861468, + "Platelet_Count": 286.6113018, + "Albumin_Level": 3.467914939, + "Alkaline_Phosphatase_Level": 91.168859, + "Alanine_Aminotransferase_Level": 33.92755048, + "Aspartate_Aminotransferase_Level": 46.00738743, + "Creatinine_Level": 1.123465181, + "LDH_Level": 232.1333808, + "Calcium_Level": 8.512665877, + "Phosphorus_Level": 3.489673572, + "Glucose_Level": 80.49301905, + "Potassium_Level": 4.6477806, + "Sodium_Level": 138.6388479, + "Smoking_Pack_Years": 93.88589263 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.47102621, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.97869279, + "White_Blood_Cell_Count": 9.946125125, + "Platelet_Count": 318.8594657, + "Albumin_Level": 3.176470928, + "Alkaline_Phosphatase_Level": 96.55309718, + "Alanine_Aminotransferase_Level": 24.33208972, + "Aspartate_Aminotransferase_Level": 32.70467022, + "Creatinine_Level": 0.906708645, + "LDH_Level": 247.8411969, + "Calcium_Level": 8.348898452, + "Phosphorus_Level": 3.361857589, + "Glucose_Level": 142.6351927, + "Potassium_Level": 4.993725885, + "Sodium_Level": 138.9253093, + "Smoking_Pack_Years": 77.1019227 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.7402449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.566482, + "White_Blood_Cell_Count": 7.044738822, + "Platelet_Count": 173.4033829, + "Albumin_Level": 3.395061492, + "Alkaline_Phosphatase_Level": 43.22273157, + "Alanine_Aminotransferase_Level": 30.65761296, + "Aspartate_Aminotransferase_Level": 48.12714107, + "Creatinine_Level": 0.675939773, + "LDH_Level": 147.7994138, + "Calcium_Level": 10.33194118, + "Phosphorus_Level": 4.792302096, + "Glucose_Level": 86.07449658, + "Potassium_Level": 4.832215001, + "Sodium_Level": 143.6081451, + "Smoking_Pack_Years": 47.27256877 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.52858428, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.21102954, + "White_Blood_Cell_Count": 5.403622081, + "Platelet_Count": 362.5299385, + "Albumin_Level": 3.698172305, + "Alkaline_Phosphatase_Level": 46.70540072, + "Alanine_Aminotransferase_Level": 28.72967518, + "Aspartate_Aminotransferase_Level": 30.55783923, + "Creatinine_Level": 1.478829903, + "LDH_Level": 217.2033367, + "Calcium_Level": 10.05302513, + "Phosphorus_Level": 4.792873282, + "Glucose_Level": 92.78910356, + "Potassium_Level": 4.347325841, + "Sodium_Level": 142.9204005, + "Smoking_Pack_Years": 45.54549319 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.05757703, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.72968275, + "White_Blood_Cell_Count": 5.644112731, + "Platelet_Count": 436.0396258, + "Albumin_Level": 3.662113501, + "Alkaline_Phosphatase_Level": 97.99457272, + "Alanine_Aminotransferase_Level": 21.78765146, + "Aspartate_Aminotransferase_Level": 32.62311567, + "Creatinine_Level": 1.387553457, + "LDH_Level": 181.6933468, + "Calcium_Level": 8.394767154, + "Phosphorus_Level": 3.162209218, + "Glucose_Level": 83.32702289, + "Potassium_Level": 3.945333105, + "Sodium_Level": 136.1859225, + "Smoking_Pack_Years": 27.09066005 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.25562504, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.87434763, + "White_Blood_Cell_Count": 4.841231246, + "Platelet_Count": 292.9070481, + "Albumin_Level": 3.516821018, + "Alkaline_Phosphatase_Level": 117.6905795, + "Alanine_Aminotransferase_Level": 11.90912246, + "Aspartate_Aminotransferase_Level": 25.97559945, + "Creatinine_Level": 1.198006868, + "LDH_Level": 159.4726104, + "Calcium_Level": 10.27590014, + "Phosphorus_Level": 4.03572127, + "Glucose_Level": 104.502369, + "Potassium_Level": 4.724974926, + "Sodium_Level": 144.227543, + "Smoking_Pack_Years": 40.51630623 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.9276039, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.52961962, + "White_Blood_Cell_Count": 9.669043144, + "Platelet_Count": 343.6578859, + "Albumin_Level": 3.156148251, + "Alkaline_Phosphatase_Level": 117.8660702, + "Alanine_Aminotransferase_Level": 6.455188468, + "Aspartate_Aminotransferase_Level": 47.33696706, + "Creatinine_Level": 0.794013699, + "LDH_Level": 118.9635392, + "Calcium_Level": 9.207331759, + "Phosphorus_Level": 4.682584656, + "Glucose_Level": 80.54342255, + "Potassium_Level": 3.743811862, + "Sodium_Level": 143.3279939, + "Smoking_Pack_Years": 65.35401331 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.21131643, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.85340972, + "White_Blood_Cell_Count": 3.960835532, + "Platelet_Count": 386.796283, + "Albumin_Level": 3.477822775, + "Alkaline_Phosphatase_Level": 73.50832562, + "Alanine_Aminotransferase_Level": 19.24723209, + "Aspartate_Aminotransferase_Level": 32.03119429, + "Creatinine_Level": 1.149376742, + "LDH_Level": 233.3176891, + "Calcium_Level": 9.299344532, + "Phosphorus_Level": 3.457843791, + "Glucose_Level": 123.8589927, + "Potassium_Level": 3.945726397, + "Sodium_Level": 142.9458856, + "Smoking_Pack_Years": 93.66189376 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.88480085, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.48166315, + "White_Blood_Cell_Count": 9.226570561, + "Platelet_Count": 359.7590041, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.78949866, + "White_Blood_Cell_Count": 8.240758485, + "Platelet_Count": 334.6557056, + "Albumin_Level": 3.450620635, + "Alkaline_Phosphatase_Level": 74.73428609, + "Alanine_Aminotransferase_Level": 10.65894401, + "Aspartate_Aminotransferase_Level": 43.72657567, + "Creatinine_Level": 1.159177974, + "LDH_Level": 153.5790643, + "Calcium_Level": 8.880777072, + "Phosphorus_Level": 2.774923419, + "Glucose_Level": 137.4811107, + "Potassium_Level": 4.806325649, + "Sodium_Level": 140.4643224, + "Smoking_Pack_Years": 56.25455561 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.95291037, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.5684929, + "White_Blood_Cell_Count": 4.614350762, + "Platelet_Count": 276.007456, + "Albumin_Level": 3.786371282, + "Alkaline_Phosphatase_Level": 115.7728626, + "Alanine_Aminotransferase_Level": 23.14785124, + "Aspartate_Aminotransferase_Level": 47.95007133, + "Creatinine_Level": 0.841521622, + "LDH_Level": 148.192157, + "Calcium_Level": 9.250630711, + "Phosphorus_Level": 3.778451438, + "Glucose_Level": 95.65783481, + "Potassium_Level": 3.56778113, + "Sodium_Level": 141.8786377, + "Smoking_Pack_Years": 75.71245875 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.09295266, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.95796088, + "White_Blood_Cell_Count": 7.31231031, + "Platelet_Count": 397.0245464, + "Albumin_Level": 4.352937761, + "Alkaline_Phosphatase_Level": 62.27565572, + "Alanine_Aminotransferase_Level": 9.599829953, + "Aspartate_Aminotransferase_Level": 31.23132092, + "Creatinine_Level": 0.638808946, + "LDH_Level": 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"Platelet_Count": 395.1138969, + "Albumin_Level": 4.391626535, + "Alkaline_Phosphatase_Level": 60.26858123, + "Alanine_Aminotransferase_Level": 6.93308959, + "Aspartate_Aminotransferase_Level": 34.24986733, + "Creatinine_Level": 1.445715653, + "LDH_Level": 218.1680013, + "Calcium_Level": 8.494795798, + "Phosphorus_Level": 4.280771622, + "Glucose_Level": 85.57762776, + "Potassium_Level": 3.7471413, + "Sodium_Level": 141.8464895, + "Smoking_Pack_Years": 94.24630514 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.45593222, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.49171509, + "White_Blood_Cell_Count": 6.131655141, + "Platelet_Count": 323.3468152, + "Albumin_Level": 4.507462059, + "Alkaline_Phosphatase_Level": 43.57489139, + "Alanine_Aminotransferase_Level": 22.02813811, + "Aspartate_Aminotransferase_Level": 10.81074595, + "Creatinine_Level": 0.951423622, + "LDH_Level": 171.8346172, + "Calcium_Level": 8.127820839, + "Phosphorus_Level": 4.300329693, + "Glucose_Level": 115.1869698, + "Potassium_Level": 3.535098621, + "Sodium_Level": 135.3398749, + "Smoking_Pack_Years": 90.80978723 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.7398059, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.79496475, + "White_Blood_Cell_Count": 9.566160107, + "Platelet_Count": 216.4357887, + "Albumin_Level": 4.818669655, + "Alkaline_Phosphatase_Level": 70.17996195, + "Alanine_Aminotransferase_Level": 35.25585602, + "Aspartate_Aminotransferase_Level": 18.93634775, + "Creatinine_Level": 1.410299087, + "LDH_Level": 100.9381748, + "Calcium_Level": 10.26946978, + "Phosphorus_Level": 3.528959653, + "Glucose_Level": 144.862928, + "Potassium_Level": 4.62668379, + "Sodium_Level": 143.2970973, + "Smoking_Pack_Years": 30.82982333 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.77469544, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.00696036, + "White_Blood_Cell_Count": 4.260222852, + "Platelet_Count": 352.4392551, + "Albumin_Level": 3.862035845, + "Alkaline_Phosphatase_Level": 47.33187329, + "Alanine_Aminotransferase_Level": 30.81645055, + "Aspartate_Aminotransferase_Level": 48.16995109, + "Creatinine_Level": 0.646293155, + "LDH_Level": 106.0953119, + "Calcium_Level": 10.11665606, + "Phosphorus_Level": 3.016066535, + "Glucose_Level": 108.9405856, + "Potassium_Level": 4.756741278, + "Sodium_Level": 138.2081552, + "Smoking_Pack_Years": 7.541285312 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.30544558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.68615018, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.0839345, + "White_Blood_Cell_Count": 4.310729813, + "Platelet_Count": 251.0733141, + "Albumin_Level": 3.934231947, + "Alkaline_Phosphatase_Level": 73.17355679, + "Alanine_Aminotransferase_Level": 37.10175068, + "Aspartate_Aminotransferase_Level": 29.49334341, + "Creatinine_Level": 0.721563374, + "LDH_Level": 119.2573426, + "Calcium_Level": 9.592472335, + "Phosphorus_Level": 3.36743569, + "Glucose_Level": 135.1266481, + "Potassium_Level": 4.460981083, + "Sodium_Level": 137.2716969, + "Smoking_Pack_Years": 45.91110847 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.86573615, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.78813452, + "White_Blood_Cell_Count": 9.187184235, + "Platelet_Count": 230.1780959, + "Albumin_Level": 4.630659698, + "Alkaline_Phosphatase_Level": 87.20438156, + "Alanine_Aminotransferase_Level": 21.74682885, + "Aspartate_Aminotransferase_Level": 28.15807821, + "Creatinine_Level": 0.746111648, + "LDH_Level": 198.2061713, + "Calcium_Level": 9.897166035, + "Phosphorus_Level": 4.439240863, + "Glucose_Level": 126.5722658, + "Potassium_Level": 3.952813316, + "Sodium_Level": 138.5271822, + "Smoking_Pack_Years": 98.38722636 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.7929371, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.78927632, + "White_Blood_Cell_Count": 9.923249735, + "Platelet_Count": 242.0132926, + "Albumin_Level": 3.922010675, + "Alkaline_Phosphatase_Level": 38.96746956, + "Alanine_Aminotransferase_Level": 31.02050034, + "Aspartate_Aminotransferase_Level": 23.34235968, + "Creatinine_Level": 1.139645136, + "LDH_Level": 218.5864455, + "Calcium_Level": 8.691036152, + "Phosphorus_Level": 3.894797839, + "Glucose_Level": 81.28873786, + "Potassium_Level": 4.720606665, + "Sodium_Level": 142.4549238, + "Smoking_Pack_Years": 78.85159982 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.76509812, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 86, + 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.52876278, + "White_Blood_Cell_Count": 3.946077857, + "Platelet_Count": 390.075557, + "Albumin_Level": 3.232595783, + "Alkaline_Phosphatase_Level": 108.5668359, + "Alanine_Aminotransferase_Level": 7.683138915, + "Aspartate_Aminotransferase_Level": 14.41744304, + "Creatinine_Level": 1.362814121, + "LDH_Level": 221.7589525, + "Calcium_Level": 8.983780091, + "Phosphorus_Level": 4.416745362, + "Glucose_Level": 130.6784553, + "Potassium_Level": 4.318319775, + "Sodium_Level": 140.2406389, + "Smoking_Pack_Years": 5.866519429 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.87485102, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.94749595, + "White_Blood_Cell_Count": 9.170635837, + "Platelet_Count": 390.3261112, + "Albumin_Level": 4.723802975, + "Alkaline_Phosphatase_Level": 56.54599615, + "Alanine_Aminotransferase_Level": 33.01296089, + "Aspartate_Aminotransferase_Level": 25.05744035, + "Creatinine_Level": 0.663789772, + "LDH_Level": 164.9346127, + "Calcium_Level": 9.758288354, + "Phosphorus_Level": 4.97388076, + "Glucose_Level": 75.11101374, + "Potassium_Level": 4.187215702, + "Sodium_Level": 135.0279577, + "Smoking_Pack_Years": 63.27418502 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.81187645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.34467057, + "White_Blood_Cell_Count": 6.975415322, + "Platelet_Count": 444.5127562, + "Albumin_Level": 3.480378837, + "Alkaline_Phosphatase_Level": 50.05206863, + "Alanine_Aminotransferase_Level": 31.03178273, + "Aspartate_Aminotransferase_Level": 17.88413329, + "Creatinine_Level": 0.913919363, + "LDH_Level": 179.549155, + "Calcium_Level": 9.955428948, + "Phosphorus_Level": 3.396269262, + "Glucose_Level": 120.7387981, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.9882289, + "White_Blood_Cell_Count": 5.448447273, + "Platelet_Count": 319.1362891, + "Albumin_Level": 4.672161062, + "Alkaline_Phosphatase_Level": 117.6125856, + "Alanine_Aminotransferase_Level": 8.565842033, + "Aspartate_Aminotransferase_Level": 24.08354791, + "Creatinine_Level": 1.240934466, + "LDH_Level": 249.4143869, + "Calcium_Level": 10.27488696, + "Phosphorus_Level": 4.885459847, + "Glucose_Level": 109.0994012, + "Potassium_Level": 4.319542348, + "Sodium_Level": 141.1690865, + "Smoking_Pack_Years": 95.96073857 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.51512137, + "Tumor_Location": 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53.43896528, + "Alanine_Aminotransferase_Level": 6.947016933, + "Aspartate_Aminotransferase_Level": 47.60291404, + "Creatinine_Level": 1.084594826, + "LDH_Level": 120.2028586, + "Calcium_Level": 9.918437926, + "Phosphorus_Level": 4.224123941, + "Glucose_Level": 110.2414753, + "Potassium_Level": 4.663227561, + "Sodium_Level": 135.1983749, + "Smoking_Pack_Years": 16.38444696 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.02803189, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.95260251, + "White_Blood_Cell_Count": 7.161411446, + "Platelet_Count": 388.5846833, + "Albumin_Level": 4.883361511, + "Alkaline_Phosphatase_Level": 42.81951373, + "Alanine_Aminotransferase_Level": 34.0008388, + "Aspartate_Aminotransferase_Level": 39.92943456, + "Creatinine_Level": 0.513358627, + "LDH_Level": 213.3445246, + "Calcium_Level": 8.732584085, + "Phosphorus_Level": 3.936675176, + "Glucose_Level": 147.5123822, + "Potassium_Level": 4.603059338, + "Sodium_Level": 142.6600223, + "Smoking_Pack_Years": 97.80368334 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.38478326, + "White_Blood_Cell_Count": 5.789325525, + "Platelet_Count": 282.31567, + "Albumin_Level": 3.441743903, + "Alkaline_Phosphatase_Level": 32.66379653, + "Alanine_Aminotransferase_Level": 39.28589805, + "Aspartate_Aminotransferase_Level": 38.75175409, + "Creatinine_Level": 1.034250525, + "LDH_Level": 129.3234876, + "Calcium_Level": 9.61211995, + "Phosphorus_Level": 2.953238732, + "Glucose_Level": 128.4045873, + "Potassium_Level": 4.58798407, + "Sodium_Level": 141.7830941, + "Smoking_Pack_Years": 69.3172118 + }, + { + "Age": 69, + "Gender": "Male", + 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201.8350922, + "Calcium_Level": 9.775127307, + "Phosphorus_Level": 2.691872177, + "Glucose_Level": 127.9303143, + "Potassium_Level": 4.82601978, + "Sodium_Level": 142.489962, + "Smoking_Pack_Years": 16.80904609 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.04315615, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.60352366, + "White_Blood_Cell_Count": 9.913995934, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.06367896, + "White_Blood_Cell_Count": 7.362580514, + "Platelet_Count": 174.4079049, + "Albumin_Level": 4.434634093, + "Alkaline_Phosphatase_Level": 44.56473285, + "Alanine_Aminotransferase_Level": 35.54027388, + "Aspartate_Aminotransferase_Level": 49.97608119, + "Creatinine_Level": 0.527182851, + "LDH_Level": 140.1176195, + "Calcium_Level": 10.00427275, + "Phosphorus_Level": 4.700297187, + "Glucose_Level": 117.624258, + "Potassium_Level": 4.348318176, + "Sodium_Level": 137.6478557, + "Smoking_Pack_Years": 92.97543287 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.46935937, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.235858, + "White_Blood_Cell_Count": 6.665843658, + "Platelet_Count": 200.0976898, + "Albumin_Level": 4.644578801, + "Alkaline_Phosphatase_Level": 58.49377668, + "Alanine_Aminotransferase_Level": 18.13302429, + "Aspartate_Aminotransferase_Level": 14.1491917, + "Creatinine_Level": 1.156619038, + "LDH_Level": 106.3281263, + "Calcium_Level": 8.740524715, + "Phosphorus_Level": 2.718432063, + "Glucose_Level": 119.5971023, + "Potassium_Level": 3.715625576, + "Sodium_Level": 135.3222265, + "Smoking_Pack_Years": 58.76202932 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.45417222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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139.169896, + "Smoking_Pack_Years": 26.85448748 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.90524339, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.55821173, + "White_Blood_Cell_Count": 4.441722889, + "Platelet_Count": 172.0062443, + "Albumin_Level": 4.324397273, + "Alkaline_Phosphatase_Level": 41.11030963, + "Alanine_Aminotransferase_Level": 29.39918598, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.21892557, + "White_Blood_Cell_Count": 4.580930715, + "Platelet_Count": 177.7027066, + "Albumin_Level": 4.306411692, + "Alkaline_Phosphatase_Level": 71.65707222, + "Alanine_Aminotransferase_Level": 28.39516835, + "Aspartate_Aminotransferase_Level": 35.11757631, + "Creatinine_Level": 1.164348804, + "LDH_Level": 101.1779384, + "Calcium_Level": 10.31562095, + "Phosphorus_Level": 4.854533416, + "Glucose_Level": 130.1522765, + "Potassium_Level": 4.425392087, + "Sodium_Level": 135.627282, + "Smoking_Pack_Years": 86.75003775 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.45783146, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.39301918, + "White_Blood_Cell_Count": 4.113387422, + "Platelet_Count": 189.6678191, + "Albumin_Level": 3.760061977, + "Alkaline_Phosphatase_Level": 62.50203449, + "Alanine_Aminotransferase_Level": 28.2390068, + "Aspartate_Aminotransferase_Level": 23.67148665, + "Creatinine_Level": 1.148085194, + "LDH_Level": 223.7414191, + "Calcium_Level": 9.559397611, + "Phosphorus_Level": 3.467655209, + "Glucose_Level": 95.31152573, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 37.86355667, + "Aspartate_Aminotransferase_Level": 19.37242536, + "Creatinine_Level": 0.61719407, + "LDH_Level": 127.3593996, + "Calcium_Level": 9.984225212, + "Phosphorus_Level": 3.172398084, + "Glucose_Level": 122.9701207, + "Potassium_Level": 4.07114154, + "Sodium_Level": 141.4408349, + "Smoking_Pack_Years": 27.30147879 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.00483465, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.61962094, + "White_Blood_Cell_Count": 5.138406756, + "Platelet_Count": 423.3707588, + "Albumin_Level": 4.236043053, + "Alkaline_Phosphatase_Level": 50.41712872, + "Alanine_Aminotransferase_Level": 34.70186739, + "Aspartate_Aminotransferase_Level": 44.21309415, + "Creatinine_Level": 0.841286279, + "LDH_Level": 155.7344898, + "Calcium_Level": 9.560624043, + "Phosphorus_Level": 3.006736347, + "Glucose_Level": 103.4381184, + "Potassium_Level": 3.764051998, + "Sodium_Level": 140.2399996, + "Smoking_Pack_Years": 86.92328095 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.22403152, + "Tumor_Location": 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63.74238712, + "Alanine_Aminotransferase_Level": 39.29976586, + "Aspartate_Aminotransferase_Level": 37.82481084, + "Creatinine_Level": 0.623995446, + "LDH_Level": 126.3624447, + "Calcium_Level": 8.345256531, + "Phosphorus_Level": 4.850394209, + "Glucose_Level": 149.6037174, + "Potassium_Level": 4.134247139, + "Sodium_Level": 138.1738134, + "Smoking_Pack_Years": 57.17002847 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.63915827, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.79471845, + "White_Blood_Cell_Count": 7.160937234, + "Platelet_Count": 390.2298574, + "Albumin_Level": 4.654156282, + "Alkaline_Phosphatase_Level": 66.85953372, + "Alanine_Aminotransferase_Level": 38.78516898, + "Aspartate_Aminotransferase_Level": 41.38977754, + "Creatinine_Level": 1.068254537, + "LDH_Level": 245.0508, + "Calcium_Level": 8.052159188, + "Phosphorus_Level": 4.905747489, + "Glucose_Level": 82.21866764, + "Potassium_Level": 4.581004598, + "Sodium_Level": 139.7737163, + "Smoking_Pack_Years": 32.30285241 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.52015392, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.16340457, + "White_Blood_Cell_Count": 5.381338692, + "Platelet_Count": 166.575818, + "Albumin_Level": 4.174189609, + "Alkaline_Phosphatase_Level": 114.0644074, + "Alanine_Aminotransferase_Level": 14.95396827, + "Aspartate_Aminotransferase_Level": 32.39953257, + "Creatinine_Level": 0.597628073, + "LDH_Level": 150.0337246, + "Calcium_Level": 9.554206317, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.60400086, + "White_Blood_Cell_Count": 8.311035933, + "Platelet_Count": 329.9848229, + "Albumin_Level": 3.780333794, + "Alkaline_Phosphatase_Level": 87.16932897, + "Alanine_Aminotransferase_Level": 32.14290089, + "Aspartate_Aminotransferase_Level": 45.52370188, + "Creatinine_Level": 1.345227018, + "LDH_Level": 242.9355789, + "Calcium_Level": 9.315042017, + "Phosphorus_Level": 4.052730434, + "Glucose_Level": 101.2761712, + "Potassium_Level": 3.581698553, + "Sodium_Level": 139.3681716, + "Smoking_Pack_Years": 67.30211567 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.23705449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.7823163, + "White_Blood_Cell_Count": 7.864673633, + "Platelet_Count": 255.2345875, + "Albumin_Level": 4.650434978, + "Alkaline_Phosphatase_Level": 110.0910824, + "Alanine_Aminotransferase_Level": 33.07084016, + "Aspartate_Aminotransferase_Level": 17.62044465, + "Creatinine_Level": 0.955601535, + 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"Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.98144918, + "White_Blood_Cell_Count": 6.728884637, + "Platelet_Count": 328.6104128, + "Albumin_Level": 3.06983322, + "Alkaline_Phosphatase_Level": 106.8978972, + "Alanine_Aminotransferase_Level": 12.05400665, + "Aspartate_Aminotransferase_Level": 17.67031167, + "Creatinine_Level": 0.716272084, + "LDH_Level": 128.0729493, + "Calcium_Level": 8.879776851, + "Phosphorus_Level": 3.002171799, + "Glucose_Level": 105.8572539, + "Potassium_Level": 3.554848334, + "Sodium_Level": 136.3843945, + "Smoking_Pack_Years": 14.48695629 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.05106213, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.60244108, + "White_Blood_Cell_Count": 8.710831948, + "Platelet_Count": 449.3742055, + "Albumin_Level": 4.363594329, + "Alkaline_Phosphatase_Level": 54.96551795, + "Alanine_Aminotransferase_Level": 7.213349591, + "Aspartate_Aminotransferase_Level": 21.51159573, + "Creatinine_Level": 0.893469034, + "LDH_Level": 145.9832756, + "Calcium_Level": 9.313041964, + "Phosphorus_Level": 3.020249839, + "Glucose_Level": 147.5175893, + "Potassium_Level": 3.603323342, + "Sodium_Level": 137.3907275, + "Smoking_Pack_Years": 95.00829588 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.23359884, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.33550219, + "White_Blood_Cell_Count": 3.719421232, + "Platelet_Count": 180.1073805, + "Albumin_Level": 4.167476036, + "Alkaline_Phosphatase_Level": 97.87920815, + "Alanine_Aminotransferase_Level": 22.77375525, + "Aspartate_Aminotransferase_Level": 25.92929114, + "Creatinine_Level": 1.225632447, + "LDH_Level": 240.8245599, + "Calcium_Level": 9.334680278, + "Phosphorus_Level": 4.878236445, + "Glucose_Level": 148.0694689, + "Potassium_Level": 4.825010566, + "Sodium_Level": 136.2463628, + "Smoking_Pack_Years": 33.25706365 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.49276535, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.82137976, + "White_Blood_Cell_Count": 6.401358471, + "Platelet_Count": 239.5744133, + "Albumin_Level": 4.645910859, + "Alkaline_Phosphatase_Level": 93.56602254, + "Alanine_Aminotransferase_Level": 39.41684157, + "Aspartate_Aminotransferase_Level": 37.09255579, + "Creatinine_Level": 0.783048978, + "LDH_Level": 188.1268496, + "Calcium_Level": 9.510041059, + "Phosphorus_Level": 4.52647256, + "Glucose_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.95976249, + "White_Blood_Cell_Count": 3.553936079, + "Platelet_Count": 432.8569625, + "Albumin_Level": 4.718874906, + "Alkaline_Phosphatase_Level": 95.61228911, + "Alanine_Aminotransferase_Level": 36.36384493, + "Aspartate_Aminotransferase_Level": 28.07359669, + "Creatinine_Level": 0.896887024, + "LDH_Level": 104.7553136, + "Calcium_Level": 9.560394827, + "Phosphorus_Level": 3.260686299, + "Glucose_Level": 71.00411576, + "Potassium_Level": 4.162150303, + "Sodium_Level": 139.852632, + "Smoking_Pack_Years": 13.31342872 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.91844207, + "Tumor_Location": 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"Tumor_Size_mm": 87.8329296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.21710627, + "White_Blood_Cell_Count": 7.294872366, + "Platelet_Count": 219.5093104, + "Albumin_Level": 3.205568933, + "Alkaline_Phosphatase_Level": 81.70161278, + "Alanine_Aminotransferase_Level": 8.364035435, + "Aspartate_Aminotransferase_Level": 37.91323097, + "Creatinine_Level": 0.922073884, + "LDH_Level": 148.047364, + "Calcium_Level": 8.507251705, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.21137647, + "White_Blood_Cell_Count": 7.71408326, + "Platelet_Count": 223.6506567, + "Albumin_Level": 3.292346968, + "Alkaline_Phosphatase_Level": 109.9602906, + "Alanine_Aminotransferase_Level": 7.523517506, + "Aspartate_Aminotransferase_Level": 33.28609822, + "Creatinine_Level": 1.428860891, + "LDH_Level": 158.2817798, + "Calcium_Level": 10.02669429, + "Phosphorus_Level": 3.44812989, + "Glucose_Level": 73.20862633, + "Potassium_Level": 4.417639937, + "Sodium_Level": 143.1211799, + "Smoking_Pack_Years": 72.82497458 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.36813945, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.86379515, + "White_Blood_Cell_Count": 8.088291382, + "Platelet_Count": 235.5893625, + "Albumin_Level": 3.573490969, + "Alkaline_Phosphatase_Level": 57.88445819, + "Alanine_Aminotransferase_Level": 20.086756, + "Aspartate_Aminotransferase_Level": 39.71724003, + "Creatinine_Level": 0.941804688, + "LDH_Level": 235.7654953, + "Calcium_Level": 8.896854842, + "Phosphorus_Level": 3.872981823, + "Glucose_Level": 145.5490224, + "Potassium_Level": 3.887178783, + "Sodium_Level": 139.0988092, + "Smoking_Pack_Years": 85.32920636 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.57327083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.43635538, + "White_Blood_Cell_Count": 4.274123881, + "Platelet_Count": 345.6014424, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.78140512, + "White_Blood_Cell_Count": 6.019750072, + "Platelet_Count": 446.0364169, + "Albumin_Level": 3.149739956, + "Alkaline_Phosphatase_Level": 55.31185205, + "Alanine_Aminotransferase_Level": 29.61951269, + "Aspartate_Aminotransferase_Level": 46.7714931, + "Creatinine_Level": 0.509366802, + "LDH_Level": 107.1827442, + "Calcium_Level": 10.47845191, + "Phosphorus_Level": 4.649947739, + "Glucose_Level": 125.9465015, + "Potassium_Level": 3.848709422, + "Sodium_Level": 141.2365032, + "Smoking_Pack_Years": 3.408400045 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": 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147.9149705, + "Calcium_Level": 10.29660376, + "Phosphorus_Level": 3.55825279, + "Glucose_Level": 149.3507694, + "Potassium_Level": 4.270507372, + "Sodium_Level": 135.9826393, + "Smoking_Pack_Years": 12.58380068 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.92756018, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.34050776, + "White_Blood_Cell_Count": 7.643763256, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.57542924, + "White_Blood_Cell_Count": 6.854135451, + "Platelet_Count": 239.187566, + "Albumin_Level": 4.78614008, + "Alkaline_Phosphatase_Level": 118.5344931, + "Alanine_Aminotransferase_Level": 22.22201243, + "Aspartate_Aminotransferase_Level": 23.43089889, + "Creatinine_Level": 1.193150567, + "LDH_Level": 142.9819794, + "Calcium_Level": 10.12261186, + "Phosphorus_Level": 3.459585717, + "Glucose_Level": 88.79479715, + "Potassium_Level": 3.503460167, + "Sodium_Level": 138.8753683, + "Smoking_Pack_Years": 16.24098958 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.01869031, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.22264029, + "White_Blood_Cell_Count": 4.033955917, + "Platelet_Count": 334.5599971, + "Albumin_Level": 4.890675262, + "Alkaline_Phosphatase_Level": 61.18864015, + "Alanine_Aminotransferase_Level": 16.92597297, + "Aspartate_Aminotransferase_Level": 43.86889336, + "Creatinine_Level": 1.232994936, + "LDH_Level": 101.6104935, + "Calcium_Level": 9.826355522, + "Phosphorus_Level": 4.311153344, + "Glucose_Level": 138.4343316, + "Potassium_Level": 4.647983603, + "Sodium_Level": 139.6648054, + "Smoking_Pack_Years": 63.86179283 + }, + { + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.9237171, + "White_Blood_Cell_Count": 5.882614247, + "Platelet_Count": 206.8525619, + "Albumin_Level": 3.484318988, + "Alkaline_Phosphatase_Level": 104.643664, + "Alanine_Aminotransferase_Level": 24.84491006, + "Aspartate_Aminotransferase_Level": 14.43576914, + "Creatinine_Level": 1.083993956, + "LDH_Level": 217.1159212, + "Calcium_Level": 10.09908809, + "Phosphorus_Level": 2.773757205, + "Glucose_Level": 85.99657532, + "Potassium_Level": 4.705175338, + "Sodium_Level": 144.4485981, + "Smoking_Pack_Years": 80.83945909 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.96744864, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.78192512, + "White_Blood_Cell_Count": 9.106968802, + "Platelet_Count": 442.1426336, + "Albumin_Level": 3.697685676, + "Alkaline_Phosphatase_Level": 96.58261155, + "Alanine_Aminotransferase_Level": 38.40805461, + "Aspartate_Aminotransferase_Level": 26.06799955, + "Creatinine_Level": 0.686740325, + "LDH_Level": 114.141307, + "Calcium_Level": 8.98891483, + "Phosphorus_Level": 3.583273624, + "Glucose_Level": 105.5972452, + "Potassium_Level": 4.698853548, + "Sodium_Level": 143.2095685, + "Smoking_Pack_Years": 39.80961864 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.72333133, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.38787917, + "White_Blood_Cell_Count": 9.154784859, + "Platelet_Count": 370.1339985, + "Albumin_Level": 4.940382956, + "Alkaline_Phosphatase_Level": 77.61483356, + "Alanine_Aminotransferase_Level": 33.42579552, + "Aspartate_Aminotransferase_Level": 46.05878661, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.34520924, + "White_Blood_Cell_Count": 4.292109562, + "Platelet_Count": 336.1532809, + "Albumin_Level": 4.750531728, + "Alkaline_Phosphatase_Level": 83.04380896, + "Alanine_Aminotransferase_Level": 39.98008507, + "Aspartate_Aminotransferase_Level": 23.44646519, + "Creatinine_Level": 1.177981628, + "LDH_Level": 131.2009102, + "Calcium_Level": 9.626617055, + "Phosphorus_Level": 4.460243573, + "Glucose_Level": 134.1842974, + "Potassium_Level": 4.947975285, + "Sodium_Level": 143.2965206, + "Smoking_Pack_Years": 51.72816726 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.36215527, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.11522696, + "White_Blood_Cell_Count": 4.612133109, + "Platelet_Count": 265.3766341, + "Albumin_Level": 4.377984509, + "Alkaline_Phosphatase_Level": 106.1008565, + "Alanine_Aminotransferase_Level": 37.9816188, + "Aspartate_Aminotransferase_Level": 32.57999892, + "Creatinine_Level": 1.366798096, + "LDH_Level": 222.423244, + "Calcium_Level": 8.397977355, + "Phosphorus_Level": 3.277400603, + "Glucose_Level": 146.2487276, + "Potassium_Level": 3.974801202, + "Sodium_Level": 140.8759224, + "Smoking_Pack_Years": 93.3913301 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.40619211, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.36780345, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.2101416, + "White_Blood_Cell_Count": 6.117567059, + "Platelet_Count": 212.4073258, + "Albumin_Level": 4.014956773, + "Alkaline_Phosphatase_Level": 116.7002788, + "Alanine_Aminotransferase_Level": 15.29363374, + "Aspartate_Aminotransferase_Level": 18.44997792, + "Creatinine_Level": 1.265931194, + "LDH_Level": 241.1223163, + "Calcium_Level": 9.730752579, + "Phosphorus_Level": 3.766847135, + "Glucose_Level": 91.49021715, + "Potassium_Level": 4.360859607, + "Sodium_Level": 135.1430378, + "Smoking_Pack_Years": 1.155870457 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.37707044, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": 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"Creatinine_Level": 0.863299843, + "LDH_Level": 149.0224734, + "Calcium_Level": 10.25131698, + "Phosphorus_Level": 3.585301366, + "Glucose_Level": 74.24564141, + "Potassium_Level": 4.050357701, + "Sodium_Level": 140.3930297, + "Smoking_Pack_Years": 68.13672436 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.19525479, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.37202985, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.92189526, + "White_Blood_Cell_Count": 5.652434607, + "Platelet_Count": 445.2522369, + "Albumin_Level": 3.462333272, + "Alkaline_Phosphatase_Level": 60.83029628, + "Alanine_Aminotransferase_Level": 15.45356214, + "Aspartate_Aminotransferase_Level": 34.92641342, + "Creatinine_Level": 1.303977362, + "LDH_Level": 195.0300813, + "Calcium_Level": 8.033690718, + "Phosphorus_Level": 3.756364308, + "Glucose_Level": 101.2270692, + "Potassium_Level": 4.326934369, + "Sodium_Level": 136.1958315, + "Smoking_Pack_Years": 78.52126858 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.01558666, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.96010671, + "White_Blood_Cell_Count": 9.107253142, + "Platelet_Count": 154.9793366, + "Albumin_Level": 4.613588908, + "Alkaline_Phosphatase_Level": 81.37026959, + "Alanine_Aminotransferase_Level": 6.431778412, + "Aspartate_Aminotransferase_Level": 10.27873468, + "Creatinine_Level": 1.414417185, + "LDH_Level": 120.8915533, + "Calcium_Level": 8.837565704, + "Phosphorus_Level": 4.574362262, + "Glucose_Level": 113.6046684, + "Potassium_Level": 3.928438381, + "Sodium_Level": 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"Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.87825947, + "White_Blood_Cell_Count": 8.570016373, + "Platelet_Count": 210.4699346, + "Albumin_Level": 4.546869766, + "Alkaline_Phosphatase_Level": 38.54765357, + "Alanine_Aminotransferase_Level": 10.08171958, + "Aspartate_Aminotransferase_Level": 40.52786428, + "Creatinine_Level": 1.405355108, + "LDH_Level": 205.1509943, + "Calcium_Level": 10.10828164, + "Phosphorus_Level": 3.708340346, + "Glucose_Level": 144.5591725, + "Potassium_Level": 4.617506441, + "Sodium_Level": 136.1073662, + "Smoking_Pack_Years": 79.96865854 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.79440471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.70451859, + "White_Blood_Cell_Count": 9.39218558, + "Platelet_Count": 252.2145075, + "Albumin_Level": 4.576029954, + "Alkaline_Phosphatase_Level": 111.9067888, + "Alanine_Aminotransferase_Level": 12.92290507, + "Aspartate_Aminotransferase_Level": 39.74726225, + "Creatinine_Level": 1.15188423, + "LDH_Level": 225.7056129, + "Calcium_Level": 8.861283269, + "Phosphorus_Level": 4.732704647, + "Glucose_Level": 114.7502864, + "Potassium_Level": 4.818462998, + "Sodium_Level": 144.5081489, + "Smoking_Pack_Years": 91.6940123 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.23586956, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.43447514, + "White_Blood_Cell_Count": 7.242950644, + "Platelet_Count": 286.5180071, + "Albumin_Level": 3.486372001, + "Alkaline_Phosphatase_Level": 94.93275265, + "Alanine_Aminotransferase_Level": 19.08149676, + "Aspartate_Aminotransferase_Level": 42.85182908, + "Creatinine_Level": 0.580540693, + "LDH_Level": 229.1755429, + "Calcium_Level": 9.092692633, + "Phosphorus_Level": 3.801899565, + "Glucose_Level": 93.87576143, + "Potassium_Level": 3.583768812, + "Sodium_Level": 138.6864782, + "Smoking_Pack_Years": 86.88504793 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.29371426, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.01275066, + "White_Blood_Cell_Count": 9.094672744, + "Platelet_Count": 384.3271666, + "Albumin_Level": 4.179275296, + "Alkaline_Phosphatase_Level": 101.5815368, + "Alanine_Aminotransferase_Level": 25.64859784, + "Aspartate_Aminotransferase_Level": 39.41099962, + "Creatinine_Level": 1.455094091, + "LDH_Level": 168.9835054, + "Calcium_Level": 10.27021856, + "Phosphorus_Level": 4.082717977, + "Glucose_Level": 73.33436928, + "Potassium_Level": 4.934730049, + "Sodium_Level": 140.3815782, + "Smoking_Pack_Years": 30.27643399 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.839929, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.94837828, + "White_Blood_Cell_Count": 6.194585602, + "Platelet_Count": 300.8370916, + "Albumin_Level": 3.086907924, + "Alkaline_Phosphatase_Level": 81.70253399, + "Alanine_Aminotransferase_Level": 29.54515408, + "Aspartate_Aminotransferase_Level": 24.81781661, + "Creatinine_Level": 1.020501302, + "LDH_Level": 132.1495712, + "Calcium_Level": 8.430788164, + "Phosphorus_Level": 4.239882605, + "Glucose_Level": 98.86386955, + "Potassium_Level": 3.947091604, + "Sodium_Level": 135.9492428, + "Smoking_Pack_Years": 23.80580145 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.84930253, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.81731702, + "White_Blood_Cell_Count": 8.352774024, + "Platelet_Count": 361.4089234, + "Albumin_Level": 4.981663324, + "Alkaline_Phosphatase_Level": 87.44362485, + "Alanine_Aminotransferase_Level": 39.84907043, + "Aspartate_Aminotransferase_Level": 12.75824135, + "Creatinine_Level": 0.671277311, + "LDH_Level": 194.1659634, + "Calcium_Level": 9.06131769, + "Phosphorus_Level": 3.148078681, + "Glucose_Level": 91.67189438, + "Potassium_Level": 4.935595522, + "Sodium_Level": 141.0031818, + "Smoking_Pack_Years": 24.54722491 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.88280267, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.65452279, + "White_Blood_Cell_Count": 4.19117642, + "Platelet_Count": 251.5797664, + "Albumin_Level": 3.194014592, + "Alkaline_Phosphatase_Level": 114.8895673, + "Alanine_Aminotransferase_Level": 26.44604556, + "Aspartate_Aminotransferase_Level": 15.24460387, + "Creatinine_Level": 1.232593817, + "LDH_Level": 229.3244324, + "Calcium_Level": 8.360715587, + "Phosphorus_Level": 3.866465886, + "Glucose_Level": 93.62002393, + "Potassium_Level": 4.132446983, + "Sodium_Level": 143.2734594, + "Smoking_Pack_Years": 10.37151024 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.17483894, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.1418742, + "White_Blood_Cell_Count": 9.569021462, + "Platelet_Count": 422.3429892, + "Albumin_Level": 4.628773794, + "Alkaline_Phosphatase_Level": 111.7455038, + "Alanine_Aminotransferase_Level": 14.71902353, + "Aspartate_Aminotransferase_Level": 23.12508795, + "Creatinine_Level": 0.685648721, + "LDH_Level": 110.3719346, + "Calcium_Level": 9.674994791, + "Phosphorus_Level": 4.892076856, + "Glucose_Level": 109.2866212, + "Potassium_Level": 4.490222512, + "Sodium_Level": 143.1694165, + "Smoking_Pack_Years": 2.640521583 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.49772087, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.18262708, + "White_Blood_Cell_Count": 7.592217307, + "Platelet_Count": 414.9270204, + "Albumin_Level": 4.428171629, + "Alkaline_Phosphatase_Level": 44.98193204, + "Alanine_Aminotransferase_Level": 5.454203139, + "Aspartate_Aminotransferase_Level": 24.80055869, + "Creatinine_Level": 1.445271155, + "LDH_Level": 184.8203944, + "Calcium_Level": 9.964312771, + "Phosphorus_Level": 2.758815297, + "Glucose_Level": 146.347577, + "Potassium_Level": 4.684101876, + "Sodium_Level": 138.9833968, + "Smoking_Pack_Years": 1.625938689 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.37656563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.38756686, + "White_Blood_Cell_Count": 9.693549293, + "Platelet_Count": 361.7733857, + "Albumin_Level": 4.845240026, + "Alkaline_Phosphatase_Level": 57.05694137, + "Alanine_Aminotransferase_Level": 17.62669229, + "Aspartate_Aminotransferase_Level": 18.16143417, + "Creatinine_Level": 1.433763504, + "LDH_Level": 204.7819428, + "Calcium_Level": 9.468657965, + "Phosphorus_Level": 4.634628142, + "Glucose_Level": 131.2381479, + "Potassium_Level": 4.277729933, + "Sodium_Level": 139.4648292, + "Smoking_Pack_Years": 50.58010462 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.73970903, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.6245487, + "White_Blood_Cell_Count": 6.563018197, + "Platelet_Count": 318.7979561, + "Albumin_Level": 4.960325299, + "Alkaline_Phosphatase_Level": 30.43506234, + "Alanine_Aminotransferase_Level": 33.29263075, + "Aspartate_Aminotransferase_Level": 38.08183016, + "Creatinine_Level": 0.586651756, + "LDH_Level": 159.1548606, + "Calcium_Level": 9.663119225, + "Phosphorus_Level": 3.091642704, + "Glucose_Level": 114.149521, + "Potassium_Level": 4.400268341, + "Sodium_Level": 141.787378, + "Smoking_Pack_Years": 21.53542128 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.13351857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.25334256, + "White_Blood_Cell_Count": 3.578894056, + "Platelet_Count": 224.6961395, + "Albumin_Level": 3.877717927, + "Alkaline_Phosphatase_Level": 61.08694626, + "Alanine_Aminotransferase_Level": 30.68360453, + "Aspartate_Aminotransferase_Level": 31.39169033, + "Creatinine_Level": 0.610881358, + "LDH_Level": 230.8827648, + "Calcium_Level": 8.165423817, + "Phosphorus_Level": 3.135926331, + "Glucose_Level": 137.2234584, + "Potassium_Level": 4.634768364, + "Sodium_Level": 140.7266932, + "Smoking_Pack_Years": 48.75083911 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.83059706, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.53370307, + "White_Blood_Cell_Count": 6.295567213, + "Platelet_Count": 345.050936, + "Albumin_Level": 4.216512853, + "Alkaline_Phosphatase_Level": 48.02598105, + "Alanine_Aminotransferase_Level": 36.47190738, + "Aspartate_Aminotransferase_Level": 37.96588129, + "Creatinine_Level": 1.47853244, + "LDH_Level": 117.996105, + "Calcium_Level": 10.47884211, + "Phosphorus_Level": 4.915400073, + "Glucose_Level": 84.25436769, + "Potassium_Level": 4.290329899, + "Sodium_Level": 137.805756, + "Smoking_Pack_Years": 75.28672551 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.28532297, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.56854078, + "White_Blood_Cell_Count": 3.745110815, + "Platelet_Count": 369.2534892, + "Albumin_Level": 4.198691208, + "Alkaline_Phosphatase_Level": 86.71711083, + "Alanine_Aminotransferase_Level": 34.34102165, + "Aspartate_Aminotransferase_Level": 31.26597322, + "Creatinine_Level": 1.371271704, + "LDH_Level": 139.7981115, + "Calcium_Level": 8.832439146, + "Phosphorus_Level": 3.115635995, + "Glucose_Level": 121.3527299, + "Potassium_Level": 4.374488482, + "Sodium_Level": 142.0390621, + "Smoking_Pack_Years": 15.93546106 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.5587162, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.74607402, + "White_Blood_Cell_Count": 9.706546237, + "Platelet_Count": 443.0539031, + "Albumin_Level": 4.621122289, + "Alkaline_Phosphatase_Level": 78.56104947, + "Alanine_Aminotransferase_Level": 12.58491801, + "Aspartate_Aminotransferase_Level": 45.60337267, + "Creatinine_Level": 1.427964603, + "LDH_Level": 177.2937856, + "Calcium_Level": 9.967492719, + "Phosphorus_Level": 4.087343862, + "Glucose_Level": 137.4014991, + "Potassium_Level": 3.906241479, + "Sodium_Level": 141.2382164, + "Smoking_Pack_Years": 54.86239985 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.06630843, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.97178783, + "White_Blood_Cell_Count": 7.728752528, + "Platelet_Count": 256.159376, + "Albumin_Level": 4.586476987, + "Alkaline_Phosphatase_Level": 76.00618426, + "Alanine_Aminotransferase_Level": 24.43260453, + "Aspartate_Aminotransferase_Level": 13.74567221, + "Creatinine_Level": 0.942182251, + "LDH_Level": 211.6588337, + "Calcium_Level": 9.251064417, + "Phosphorus_Level": 3.773240749, + "Glucose_Level": 77.66289871, + "Potassium_Level": 4.779308104, + "Sodium_Level": 135.3439929, + "Smoking_Pack_Years": 63.57556784 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.15557088, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.15533762, + "White_Blood_Cell_Count": 4.195001265, + "Platelet_Count": 330.0313325, + "Albumin_Level": 3.409252627, + "Alkaline_Phosphatase_Level": 61.08414277, + "Alanine_Aminotransferase_Level": 31.97742306, + "Aspartate_Aminotransferase_Level": 10.3218561, + "Creatinine_Level": 0.594290758, + "LDH_Level": 243.9032706, + "Calcium_Level": 10.40407017, + "Phosphorus_Level": 4.802066713, + "Glucose_Level": 111.609112, + "Potassium_Level": 4.982273524, + "Sodium_Level": 135.4547062, + "Smoking_Pack_Years": 90.97587075 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.0945302, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.06443707, + "White_Blood_Cell_Count": 7.408075471, + "Platelet_Count": 423.6883725, + "Albumin_Level": 4.95892415, + "Alkaline_Phosphatase_Level": 48.24518271, + "Alanine_Aminotransferase_Level": 35.58105176, + "Aspartate_Aminotransferase_Level": 16.44224866, + "Creatinine_Level": 0.594392398, + "LDH_Level": 158.9371132, + "Calcium_Level": 9.474547042, + "Phosphorus_Level": 2.742903357, + "Glucose_Level": 81.08967443, + "Potassium_Level": 4.067787224, + "Sodium_Level": 143.2881213, + "Smoking_Pack_Years": 27.40603147 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.28215677, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.91821907, + "White_Blood_Cell_Count": 4.581921734, + "Platelet_Count": 209.0221753, + "Albumin_Level": 3.404673041, + "Alkaline_Phosphatase_Level": 97.81381845, + "Alanine_Aminotransferase_Level": 6.082942392, + "Aspartate_Aminotransferase_Level": 28.76776261, + "Creatinine_Level": 0.543997653, + "LDH_Level": 206.9214124, + "Calcium_Level": 9.815908016, + "Phosphorus_Level": 3.702790447, + "Glucose_Level": 137.8275725, + "Potassium_Level": 3.72251474, + "Sodium_Level": 137.665958, + "Smoking_Pack_Years": 44.75657088 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.60960181, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.89090806, + "White_Blood_Cell_Count": 6.127091193, + "Platelet_Count": 153.921676, + "Albumin_Level": 3.093356473, + "Alkaline_Phosphatase_Level": 110.6270824, + "Alanine_Aminotransferase_Level": 23.00592452, + "Aspartate_Aminotransferase_Level": 39.8401617, + "Creatinine_Level": 0.646289683, + "LDH_Level": 152.7161298, + "Calcium_Level": 8.235903905, + "Phosphorus_Level": 4.974701927, + "Glucose_Level": 88.84856039, + "Potassium_Level": 4.104700231, + "Sodium_Level": 143.7663415, + "Smoking_Pack_Years": 89.75652409 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.54986434, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.0198848, + "White_Blood_Cell_Count": 6.270740469, + "Platelet_Count": 293.2594882, + "Albumin_Level": 4.898210541, + "Alkaline_Phosphatase_Level": 84.62927528, + "Alanine_Aminotransferase_Level": 18.79244277, + "Aspartate_Aminotransferase_Level": 23.02793698, + "Creatinine_Level": 1.027961087, + "LDH_Level": 197.7293976, + "Calcium_Level": 8.399132748, + "Phosphorus_Level": 4.988248951, + "Glucose_Level": 80.52184065, + "Potassium_Level": 4.43516555, + "Sodium_Level": 138.3559441, + "Smoking_Pack_Years": 26.82377414 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.39031381, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.60968282, + "White_Blood_Cell_Count": 5.489841908, + "Platelet_Count": 366.2355196, + "Albumin_Level": 3.461219487, + "Alkaline_Phosphatase_Level": 78.72242925, + "Alanine_Aminotransferase_Level": 28.55287396, + "Aspartate_Aminotransferase_Level": 42.7528205, + "Creatinine_Level": 0.898020451, + "LDH_Level": 220.9347842, + "Calcium_Level": 8.263345918, + "Phosphorus_Level": 4.773001705, + "Glucose_Level": 126.8925381, + "Potassium_Level": 3.630481022, + "Sodium_Level": 139.5972871, + "Smoking_Pack_Years": 26.91474205 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.08755255, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.63302352, + "White_Blood_Cell_Count": 5.299559619, + "Platelet_Count": 218.6147117, + "Albumin_Level": 4.538980262, + "Alkaline_Phosphatase_Level": 99.1389466, + "Alanine_Aminotransferase_Level": 18.58257375, + "Aspartate_Aminotransferase_Level": 16.18374952, + "Creatinine_Level": 1.398904435, + "LDH_Level": 148.5336957, + "Calcium_Level": 10.46488719, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 119.8554454, + "Alanine_Aminotransferase_Level": 20.61988954, + "Aspartate_Aminotransferase_Level": 34.40661848, + "Creatinine_Level": 1.078306871, + "LDH_Level": 208.6085273, + "Calcium_Level": 8.17748105, + "Phosphorus_Level": 3.905528102, + "Glucose_Level": 125.6202759, + "Potassium_Level": 4.097965282, + "Sodium_Level": 136.6211363, + "Smoking_Pack_Years": 77.23246555 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.92183796, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.07007632, + "White_Blood_Cell_Count": 3.710326667, + "Platelet_Count": 159.997461, + "Albumin_Level": 3.093847034, + "Alkaline_Phosphatase_Level": 69.76997085, + "Alanine_Aminotransferase_Level": 38.72747586, + "Aspartate_Aminotransferase_Level": 40.99076832, + "Creatinine_Level": 1.216239301, + "LDH_Level": 220.7061642, + "Calcium_Level": 8.073114315, + "Phosphorus_Level": 4.503962378, + "Glucose_Level": 125.0522066, + "Potassium_Level": 3.579861755, + "Sodium_Level": 135.1870016, + "Smoking_Pack_Years": 61.48689701 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.584278046, + "Phosphorus_Level": 2.704567785, + "Glucose_Level": 103.0721559, + "Potassium_Level": 3.617216875, + "Sodium_Level": 138.9841541, + "Smoking_Pack_Years": 17.79819128 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.39474604, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.08623403, + "White_Blood_Cell_Count": 3.983112295, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.44228463, + "White_Blood_Cell_Count": 3.840838656, + "Platelet_Count": 267.7736988, + "Albumin_Level": 3.020397445, + "Alkaline_Phosphatase_Level": 44.93157869, + "Alanine_Aminotransferase_Level": 28.23776914, + "Aspartate_Aminotransferase_Level": 25.70507947, + "Creatinine_Level": 1.388806622, + "LDH_Level": 138.5299153, + "Calcium_Level": 9.146569087, + "Phosphorus_Level": 4.796030841, + "Glucose_Level": 145.1783302, + "Potassium_Level": 3.931922948, + "Sodium_Level": 144.8683817, + "Smoking_Pack_Years": 32.51184925 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.18722767, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": 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150.1291112, + "Calcium_Level": 9.752579101, + "Phosphorus_Level": 3.649675183, + "Glucose_Level": 94.3904139, + "Potassium_Level": 4.014043645, + "Sodium_Level": 139.1934134, + "Smoking_Pack_Years": 17.59312716 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.31682942, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.2393505, + "White_Blood_Cell_Count": 3.74131572, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.12627653, + "White_Blood_Cell_Count": 4.591788348, + "Platelet_Count": 308.8294991, + "Albumin_Level": 3.697623592, + "Alkaline_Phosphatase_Level": 110.0290067, + "Alanine_Aminotransferase_Level": 36.26486942, + "Aspartate_Aminotransferase_Level": 47.70819837, + "Creatinine_Level": 1.278443017, + "LDH_Level": 246.6059606, + "Calcium_Level": 9.756881526, + "Phosphorus_Level": 4.986061008, + "Glucose_Level": 92.6576608, + "Potassium_Level": 3.827054447, + "Sodium_Level": 144.327196, + "Smoking_Pack_Years": 66.59896877 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.40891601, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.59858702, + "White_Blood_Cell_Count": 3.705662744, + "Platelet_Count": 380.2733799, + "Albumin_Level": 3.459156397, + "Alkaline_Phosphatase_Level": 109.8498022, + "Alanine_Aminotransferase_Level": 15.68401063, + "Aspartate_Aminotransferase_Level": 46.12751346, + "Creatinine_Level": 0.560401694, + "LDH_Level": 236.459068, + "Calcium_Level": 8.669959326, + "Phosphorus_Level": 4.538527328, + "Glucose_Level": 147.1612776, + "Potassium_Level": 3.717895642, + "Sodium_Level": 142.6088235, + "Smoking_Pack_Years": 51.5143713 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.12592392, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.78127142, + "White_Blood_Cell_Count": 6.282881312, + "Platelet_Count": 427.5023371, + "Albumin_Level": 4.581824007, + "Alkaline_Phosphatase_Level": 72.78532533, + "Alanine_Aminotransferase_Level": 16.1155817, + "Aspartate_Aminotransferase_Level": 45.23996654, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.78524296, + "White_Blood_Cell_Count": 9.301587837, + "Platelet_Count": 215.1815486, + "Albumin_Level": 3.740207253, + "Alkaline_Phosphatase_Level": 70.31203319, + "Alanine_Aminotransferase_Level": 36.94816602, + "Aspartate_Aminotransferase_Level": 11.28965491, + "Creatinine_Level": 0.784310497, + "LDH_Level": 162.1385765, + "Calcium_Level": 9.337961265, + "Phosphorus_Level": 3.18448235, + "Glucose_Level": 140.0733783, + "Potassium_Level": 4.875913703, + "Sodium_Level": 135.7630022, + "Smoking_Pack_Years": 43.23702912 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.46008975, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": 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34.35703311 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.58153608, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.86850426, + "White_Blood_Cell_Count": 7.046270176, + "Platelet_Count": 247.7943178, + "Albumin_Level": 3.620049419, + "Alkaline_Phosphatase_Level": 103.3916854, + "Alanine_Aminotransferase_Level": 10.61749442, + "Aspartate_Aminotransferase_Level": 46.36520729, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.13889179, + "White_Blood_Cell_Count": 7.977824542, + "Platelet_Count": 371.2804624, + "Albumin_Level": 3.147596242, + "Alkaline_Phosphatase_Level": 33.78318205, + "Alanine_Aminotransferase_Level": 13.80417921, + "Aspartate_Aminotransferase_Level": 10.06262193, + "Creatinine_Level": 0.735222974, + "LDH_Level": 153.5954034, + "Calcium_Level": 9.623881965, + "Phosphorus_Level": 4.667743866, + "Glucose_Level": 76.61596153, + "Potassium_Level": 3.8298911, + "Sodium_Level": 142.6700235, + "Smoking_Pack_Years": 54.63610742 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.16631438, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 16.26033054, + "Creatinine_Level": 1.238137055, + "LDH_Level": 221.265446, + "Calcium_Level": 8.579481311, + "Phosphorus_Level": 4.091146599, + "Glucose_Level": 126.8267195, + "Potassium_Level": 4.78620162, + "Sodium_Level": 143.5714336, + "Smoking_Pack_Years": 43.44536325 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.94454448, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 101, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.39404567, + "White_Blood_Cell_Count": 3.927469801, + "Platelet_Count": 338.1947538, + "Albumin_Level": 3.565541676, + "Alkaline_Phosphatase_Level": 93.90823673, + "Alanine_Aminotransferase_Level": 21.5467397, + "Aspartate_Aminotransferase_Level": 41.31528574, + "Creatinine_Level": 0.930059701, + "LDH_Level": 225.0479366, + "Calcium_Level": 8.527258336, + "Phosphorus_Level": 3.581490026, + "Glucose_Level": 94.96792934, + "Potassium_Level": 4.425638752, + "Sodium_Level": 136.5396307, + "Smoking_Pack_Years": 12.5137619 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.58280872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Alanine_Aminotransferase_Level": 8.52800775, + "Aspartate_Aminotransferase_Level": 43.24147775, + "Creatinine_Level": 1.06662097, + "LDH_Level": 116.7355324, + "Calcium_Level": 9.749077575, + "Phosphorus_Level": 4.175472855, + "Glucose_Level": 93.99600123, + "Potassium_Level": 4.12759985, + "Sodium_Level": 135.233918, + "Smoking_Pack_Years": 2.007753854 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.85519458, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.57481753, + "White_Blood_Cell_Count": 3.746098224, + "Platelet_Count": 206.8972339, + "Albumin_Level": 3.529591421, + "Alkaline_Phosphatase_Level": 86.27270825, + "Alanine_Aminotransferase_Level": 11.60512176, + "Aspartate_Aminotransferase_Level": 48.08005083, + "Creatinine_Level": 1.439695552, + "LDH_Level": 236.0559577, + "Calcium_Level": 10.27197998, + "Phosphorus_Level": 3.141572547, + "Glucose_Level": 127.0290279, + "Potassium_Level": 4.2840517, + "Sodium_Level": 144.3892953, + "Smoking_Pack_Years": 32.02474039 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.31643981, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.39997848, + "White_Blood_Cell_Count": 8.932624908, + "Platelet_Count": 222.428892, + "Albumin_Level": 4.32769344, + "Alkaline_Phosphatase_Level": 38.95789687, + "Alanine_Aminotransferase_Level": 25.42500252, + "Aspartate_Aminotransferase_Level": 25.90186195, + "Creatinine_Level": 1.117204677, + "LDH_Level": 166.882532, + "Calcium_Level": 10.10731465, + "Phosphorus_Level": 3.5984306, + "Glucose_Level": 79.85512416, + "Potassium_Level": 3.532503053, + "Sodium_Level": 143.7134386, + "Smoking_Pack_Years": 84.5851189 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.68988876, + "Tumor_Location": 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139.2088978, + "Potassium_Level": 4.235546052, + "Sodium_Level": 140.3318628, + "Smoking_Pack_Years": 8.388658675 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.59983071, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.90220222, + "White_Blood_Cell_Count": 8.332108065, + "Platelet_Count": 230.4892783, + "Albumin_Level": 4.000690498, + "Alkaline_Phosphatase_Level": 70.85904603, + "Alanine_Aminotransferase_Level": 33.71774974, + "Aspartate_Aminotransferase_Level": 12.75852377, + "Creatinine_Level": 1.299371089, + "LDH_Level": 214.0816123, + "Calcium_Level": 9.764404979, + "Phosphorus_Level": 4.420189939, + "Glucose_Level": 73.28425573, + "Potassium_Level": 3.609451516, + "Sodium_Level": 135.9507838, + "Smoking_Pack_Years": 45.97239227 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.29853158, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.77153288, + "White_Blood_Cell_Count": 6.434048989, + "Platelet_Count": 407.3460428, + "Albumin_Level": 3.362653564, + "Alkaline_Phosphatase_Level": 88.38043754, + "Alanine_Aminotransferase_Level": 27.30749679, + "Aspartate_Aminotransferase_Level": 19.4271282, + "Creatinine_Level": 1.23662931, + "LDH_Level": 108.1405493, + "Calcium_Level": 9.952219619, + "Phosphorus_Level": 2.922993382, + "Glucose_Level": 72.20035149, + "Potassium_Level": 4.037079555, + "Sodium_Level": 139.0689364, + "Smoking_Pack_Years": 16.34146816 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.47923384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.18592119, + "White_Blood_Cell_Count": 3.568204968, + "Platelet_Count": 407.4420465, + "Albumin_Level": 3.569392737, + "Alkaline_Phosphatase_Level": 97.31265008, + "Alanine_Aminotransferase_Level": 8.606478086, + "Aspartate_Aminotransferase_Level": 40.78241834, + "Creatinine_Level": 0.736627846, + "LDH_Level": 229.8797615, + "Calcium_Level": 10.12648723, + "Phosphorus_Level": 3.634493676, + "Glucose_Level": 144.3874429, + "Potassium_Level": 4.190355852, + "Sodium_Level": 136.4326662, + "Smoking_Pack_Years": 34.78625925 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.67841524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.04590576, + "White_Blood_Cell_Count": 9.216695637, + "Platelet_Count": 195.4523903, + "Albumin_Level": 3.608194132, + "Alkaline_Phosphatase_Level": 30.42928676, + "Alanine_Aminotransferase_Level": 19.75471871, + "Aspartate_Aminotransferase_Level": 35.71124587, + "Creatinine_Level": 0.938041398, + "LDH_Level": 199.2424929, + "Calcium_Level": 9.10764639, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.48634289, + "White_Blood_Cell_Count": 4.302896091, + "Platelet_Count": 355.2805309, + "Albumin_Level": 4.587776059, + "Alkaline_Phosphatase_Level": 78.54421177, + "Alanine_Aminotransferase_Level": 25.09424392, + "Aspartate_Aminotransferase_Level": 38.57024562, + "Creatinine_Level": 0.849759308, + "LDH_Level": 191.6682604, + "Calcium_Level": 8.86936422, + "Phosphorus_Level": 3.026804333, + "Glucose_Level": 139.0027956, + "Potassium_Level": 4.413109382, + "Sodium_Level": 138.1510062, + "Smoking_Pack_Years": 23.07658314 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.13126093, + "White_Blood_Cell_Count": 4.578579187, + "Platelet_Count": 290.3107024, + "Albumin_Level": 4.540226323, + "Alkaline_Phosphatase_Level": 98.33969405, + "Alanine_Aminotransferase_Level": 6.209046285, + "Aspartate_Aminotransferase_Level": 46.43102496, + "Creatinine_Level": 1.234114973, + "LDH_Level": 158.1866455, + "Calcium_Level": 9.899340716, + "Phosphorus_Level": 2.60959571, + "Glucose_Level": 102.018443, + "Potassium_Level": 4.372666496, + "Sodium_Level": 136.6200293, + "Smoking_Pack_Years": 64.77930284 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.77060499, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + 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125.1915387, + "Calcium_Level": 10.49590095, + "Phosphorus_Level": 2.843532895, + "Glucose_Level": 133.9265554, + "Potassium_Level": 3.604945376, + "Sodium_Level": 136.4738706, + "Smoking_Pack_Years": 17.8709224 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.16910943, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.07929742, + "White_Blood_Cell_Count": 7.655937154, + "Platelet_Count": 379.2714089, + "Albumin_Level": 4.659221943, + "Alkaline_Phosphatase_Level": 106.6386955, + "Alanine_Aminotransferase_Level": 6.746274919, + "Aspartate_Aminotransferase_Level": 49.55363044, + "Creatinine_Level": 1.176830924, + "LDH_Level": 199.5316055, + "Calcium_Level": 8.727677482, + "Phosphorus_Level": 3.624356029, + "Glucose_Level": 107.6853431, + "Potassium_Level": 4.445503195, + "Sodium_Level": 142.5581726, + "Smoking_Pack_Years": 84.62273319 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.27552457, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.73512195, + "White_Blood_Cell_Count": 3.684624125, + "Platelet_Count": 298.7033773, + "Albumin_Level": 3.798535924, + "Alkaline_Phosphatase_Level": 91.79050454, + "Alanine_Aminotransferase_Level": 24.53542946, + "Aspartate_Aminotransferase_Level": 21.55200667, + "Creatinine_Level": 1.203924338, + "LDH_Level": 182.8163176, + "Calcium_Level": 9.449373889, + "Phosphorus_Level": 3.269239315, + "Glucose_Level": 116.109524, + "Potassium_Level": 3.799377444, + "Sodium_Level": 136.7996888, + "Smoking_Pack_Years": 28.85417529 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.04396088, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.57994336, + "White_Blood_Cell_Count": 8.683365871, + "Platelet_Count": 295.3627203, + "Albumin_Level": 4.136388153, + "Alkaline_Phosphatase_Level": 68.05512431, + "Alanine_Aminotransferase_Level": 31.44800571, + "Aspartate_Aminotransferase_Level": 35.32242552, + "Creatinine_Level": 0.612084445, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.35156242, + "White_Blood_Cell_Count": 9.349492868, + "Platelet_Count": 448.5674788, + "Albumin_Level": 3.742570117, + "Alkaline_Phosphatase_Level": 46.19976923, + "Alanine_Aminotransferase_Level": 7.135473196, + "Aspartate_Aminotransferase_Level": 11.96925015, + "Creatinine_Level": 0.834628388, + "LDH_Level": 225.901717, + "Calcium_Level": 10.06331471, + "Phosphorus_Level": 3.854493871, + "Glucose_Level": 95.31816185, + "Potassium_Level": 4.189564423, + "Sodium_Level": 136.2497739, + "Smoking_Pack_Years": 77.39072334 + }, + { + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.70371351, + "White_Blood_Cell_Count": 9.199260169, + "Platelet_Count": 435.293612, + "Albumin_Level": 3.474439175, + "Alkaline_Phosphatase_Level": 47.48781862, + "Alanine_Aminotransferase_Level": 30.45491797, + "Aspartate_Aminotransferase_Level": 49.45382999, + "Creatinine_Level": 0.640091014, + "LDH_Level": 186.4016746, + "Calcium_Level": 9.719373762, + "Phosphorus_Level": 2.881238212, + "Glucose_Level": 129.718801, + "Potassium_Level": 4.33797326, + "Sodium_Level": 142.4616223, + "Smoking_Pack_Years": 89.99993391 + }, + { 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"Creatinine_Level": 1.27623635, + "LDH_Level": 129.556949, + "Calcium_Level": 8.172971105, + "Phosphorus_Level": 2.526495981, + "Glucose_Level": 137.0662407, + "Potassium_Level": 3.768483192, + "Sodium_Level": 141.9396099, + "Smoking_Pack_Years": 45.64333016 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.14189865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.77597876, + 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"Aspartate_Aminotransferase_Level": 46.25693251, + "Creatinine_Level": 1.073638906, + "LDH_Level": 167.0980228, + "Calcium_Level": 10.24093327, + "Phosphorus_Level": 3.541918587, + "Glucose_Level": 119.5147264, + "Potassium_Level": 4.89450421, + "Sodium_Level": 141.3630734, + "Smoking_Pack_Years": 45.12524344 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.39853904, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.57726362, + "White_Blood_Cell_Count": 3.612889014, + "Platelet_Count": 218.87125, + "Albumin_Level": 3.688136924, + "Alkaline_Phosphatase_Level": 116.1882235, + "Alanine_Aminotransferase_Level": 22.54134026, + "Aspartate_Aminotransferase_Level": 44.73114952, + "Creatinine_Level": 1.146675734, + "LDH_Level": 245.204223, + "Calcium_Level": 9.893658841, + "Phosphorus_Level": 4.183595032, + "Glucose_Level": 109.8548014, + "Potassium_Level": 4.375224436, + "Sodium_Level": 142.8564363, + "Smoking_Pack_Years": 1.686983677 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.06163788, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.07808675, + "White_Blood_Cell_Count": 8.930004651, + "Platelet_Count": 232.3915039, + "Albumin_Level": 3.510068111, + "Alkaline_Phosphatase_Level": 73.71063553, + "Alanine_Aminotransferase_Level": 26.14750083, + "Aspartate_Aminotransferase_Level": 19.98117368, + "Creatinine_Level": 0.685956964, + "LDH_Level": 232.8544263, + "Calcium_Level": 9.298782019, + "Phosphorus_Level": 2.765557425, + "Glucose_Level": 136.4676013, + "Potassium_Level": 3.897797632, + "Sodium_Level": 138.1201168, + "Smoking_Pack_Years": 19.49255178 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.87540719, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.79994841, + "White_Blood_Cell_Count": 6.287237905, + "Platelet_Count": 342.96016, + "Albumin_Level": 3.993402408, + "Alkaline_Phosphatase_Level": 83.34667857, + "Alanine_Aminotransferase_Level": 6.554240264, + "Aspartate_Aminotransferase_Level": 19.94062679, + "Creatinine_Level": 0.964598644, + "LDH_Level": 242.8143547, + "Calcium_Level": 9.102470724, + "Phosphorus_Level": 3.560366061, + "Glucose_Level": 116.6490953, + "Potassium_Level": 4.356892544, + "Sodium_Level": 139.7272045, + "Smoking_Pack_Years": 99.65273147 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.46450782, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.63540619, + "White_Blood_Cell_Count": 7.774357411, + "Platelet_Count": 356.8786062, + "Albumin_Level": 3.200584712, + "Alkaline_Phosphatase_Level": 37.47460812, + 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"Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.44031979, + "White_Blood_Cell_Count": 7.18179908, + "Platelet_Count": 365.3680959, + "Albumin_Level": 4.482093845, + "Alkaline_Phosphatase_Level": 111.0076279, + "Alanine_Aminotransferase_Level": 28.38349142, + "Aspartate_Aminotransferase_Level": 12.33606422, + "Creatinine_Level": 0.586554688, + "LDH_Level": 208.9892672, + "Calcium_Level": 8.778411211, + "Phosphorus_Level": 3.179942263, + "Glucose_Level": 84.34980153, + "Potassium_Level": 4.709591059, + "Sodium_Level": 144.0939131, + "Smoking_Pack_Years": 39.05489076 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.87094621, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.27201207, + "White_Blood_Cell_Count": 8.840857776, + "Platelet_Count": 200.3617869, + "Albumin_Level": 4.020434512, + "Alkaline_Phosphatase_Level": 90.63871165, + "Alanine_Aminotransferase_Level": 31.09375929, + "Aspartate_Aminotransferase_Level": 18.09742909, + "Creatinine_Level": 1.41200327, + "LDH_Level": 110.6066392, + "Calcium_Level": 8.291366815, + "Phosphorus_Level": 2.658179296, + "Glucose_Level": 116.9707663, + "Potassium_Level": 3.928650756, + "Sodium_Level": 135.9307485, + "Smoking_Pack_Years": 29.91409395 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.38523336, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.54023295, + "White_Blood_Cell_Count": 8.347278871, + "Platelet_Count": 360.6539481, + "Albumin_Level": 3.275258681, + "Alkaline_Phosphatase_Level": 53.38380025, + "Alanine_Aminotransferase_Level": 8.055096705, + "Aspartate_Aminotransferase_Level": 46.1806615, + "Creatinine_Level": 0.982293525, + "LDH_Level": 224.9315536, + "Calcium_Level": 10.14396331, + "Phosphorus_Level": 3.91369136, + "Glucose_Level": 124.2524403, + "Potassium_Level": 4.845656878, + "Sodium_Level": 140.7028241, + "Smoking_Pack_Years": 19.13916831 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.30880965, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.14490405, + "White_Blood_Cell_Count": 5.313862047, + "Platelet_Count": 190.7992102, + "Albumin_Level": 4.599783301, + "Alkaline_Phosphatase_Level": 39.12022495, + "Alanine_Aminotransferase_Level": 19.94443063, + "Aspartate_Aminotransferase_Level": 46.93031192, + "Creatinine_Level": 0.64666266, + "LDH_Level": 194.9129458, + "Calcium_Level": 8.485779497, + "Phosphorus_Level": 3.790699854, + "Glucose_Level": 124.060542, + "Potassium_Level": 4.730990902, + "Sodium_Level": 137.2368216, + "Smoking_Pack_Years": 22.79701914 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.23812635, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 85.72274274, + "Alanine_Aminotransferase_Level": 10.60414236, + "Aspartate_Aminotransferase_Level": 20.62349173, + "Creatinine_Level": 0.832146646, + "LDH_Level": 169.0605904, + "Calcium_Level": 8.834247047, + "Phosphorus_Level": 2.84650676, + "Glucose_Level": 118.487939, + "Potassium_Level": 4.252263379, + "Sodium_Level": 135.8661886, + "Smoking_Pack_Years": 62.39506558 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.63876119, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.64876719, + "White_Blood_Cell_Count": 8.998149781, + "Platelet_Count": 170.5472027, + "Albumin_Level": 4.022757838, + "Alkaline_Phosphatase_Level": 104.0510446, + "Alanine_Aminotransferase_Level": 35.3063976, + "Aspartate_Aminotransferase_Level": 20.62379973, + "Creatinine_Level": 1.284499508, + "LDH_Level": 216.2991888, + "Calcium_Level": 10.26986046, + "Phosphorus_Level": 2.973659502, + "Glucose_Level": 134.1063102, + "Potassium_Level": 3.716005762, + "Sodium_Level": 139.1824076, + "Smoking_Pack_Years": 15.12654172 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": 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8.158308606, + "Phosphorus_Level": 3.064943707, + "Glucose_Level": 100.8485566, + "Potassium_Level": 4.798127836, + "Sodium_Level": 135.8088736, + "Smoking_Pack_Years": 13.40488852 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.1392132, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.17238187, + "White_Blood_Cell_Count": 3.654228628, + "Platelet_Count": 177.1706203, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.9467407, + "White_Blood_Cell_Count": 9.063902069, + "Platelet_Count": 308.7210381, + "Albumin_Level": 3.970274745, + "Alkaline_Phosphatase_Level": 73.66194687, + "Alanine_Aminotransferase_Level": 16.28369549, + "Aspartate_Aminotransferase_Level": 40.11755487, + "Creatinine_Level": 1.039464727, + "LDH_Level": 115.2037154, + "Calcium_Level": 10.14715318, + "Phosphorus_Level": 3.21917711, + "Glucose_Level": 85.15544347, + "Potassium_Level": 4.882273179, + "Sodium_Level": 142.1142333, + "Smoking_Pack_Years": 77.27106825 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current 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80.72786161 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.12358834, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.31359684, + "White_Blood_Cell_Count": 7.327417408, + "Platelet_Count": 253.3651553, + "Albumin_Level": 3.594728489, + "Alkaline_Phosphatase_Level": 95.60719819, + "Alanine_Aminotransferase_Level": 21.75515647, + "Aspartate_Aminotransferase_Level": 16.43568257, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.12784939, + "White_Blood_Cell_Count": 9.230754238, + "Platelet_Count": 263.4467753, + "Albumin_Level": 3.554671314, + "Alkaline_Phosphatase_Level": 44.28247047, + "Alanine_Aminotransferase_Level": 27.75167683, + "Aspartate_Aminotransferase_Level": 42.10976021, + "Creatinine_Level": 0.92490084, + "LDH_Level": 197.321918, + "Calcium_Level": 9.403880053, + "Phosphorus_Level": 3.898972424, + "Glucose_Level": 100.4722023, + "Potassium_Level": 3.641623741, + "Sodium_Level": 135.7421503, + "Smoking_Pack_Years": 62.02934865 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.01812256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 12.18579485, + "Creatinine_Level": 1.12893152, + "LDH_Level": 102.9488712, + "Calcium_Level": 9.490038271, + "Phosphorus_Level": 4.352068222, + "Glucose_Level": 106.1744306, + "Potassium_Level": 3.678591756, + "Sodium_Level": 136.7477975, + "Smoking_Pack_Years": 86.28916765 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.43080593, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.93168768, + "White_Blood_Cell_Count": 9.028690887, + "Platelet_Count": 406.4740887, + "Albumin_Level": 3.150909281, + "Alkaline_Phosphatase_Level": 88.45708173, + "Alanine_Aminotransferase_Level": 12.4620256, + "Aspartate_Aminotransferase_Level": 49.34473555, + "Creatinine_Level": 0.85729701, + "LDH_Level": 195.3431216, + "Calcium_Level": 9.463119898, + "Phosphorus_Level": 4.57154572, + "Glucose_Level": 87.94578729, + "Potassium_Level": 4.224159522, + "Sodium_Level": 139.7304731, + "Smoking_Pack_Years": 95.97671738 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.57298034, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 35.82845894, + "Aspartate_Aminotransferase_Level": 34.17410887, + "Creatinine_Level": 1.456766223, + "LDH_Level": 158.0968067, + "Calcium_Level": 9.751523417, + "Phosphorus_Level": 3.410422065, + "Glucose_Level": 93.6327443, + "Potassium_Level": 3.807909278, + "Sodium_Level": 142.3925097, + "Smoking_Pack_Years": 37.33418995 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.19006836, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.78892256, + "White_Blood_Cell_Count": 5.221961543, + "Platelet_Count": 418.1793955, + "Albumin_Level": 3.279305111, + "Alkaline_Phosphatase_Level": 54.73628029, + "Alanine_Aminotransferase_Level": 30.98417309, + "Aspartate_Aminotransferase_Level": 27.7917501, + "Creatinine_Level": 0.885133331, + "LDH_Level": 122.5771914, + "Calcium_Level": 8.777614504, + "Phosphorus_Level": 2.920242735, + "Glucose_Level": 126.0832411, + "Potassium_Level": 3.98952368, + "Sodium_Level": 138.1008742, + "Smoking_Pack_Years": 56.03621781 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.63030795, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.54941139, + "White_Blood_Cell_Count": 5.088375641, + "Platelet_Count": 301.3008169, + "Albumin_Level": 4.709046518, + "Alkaline_Phosphatase_Level": 54.6619821, + "Alanine_Aminotransferase_Level": 25.6531275, + "Aspartate_Aminotransferase_Level": 24.59173082, + "Creatinine_Level": 1.399140831, + "LDH_Level": 170.974415, + "Calcium_Level": 8.822313671, + "Phosphorus_Level": 2.633623784, + "Glucose_Level": 71.62449278, + "Potassium_Level": 4.248088859, + "Sodium_Level": 144.0351244, + "Smoking_Pack_Years": 11.31133115 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.18783554, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.70497302, + "White_Blood_Cell_Count": 5.734286649, + "Platelet_Count": 377.4419514, + "Albumin_Level": 4.085400591, + "Alkaline_Phosphatase_Level": 32.34738451, + "Alanine_Aminotransferase_Level": 22.34197169, + "Aspartate_Aminotransferase_Level": 37.54597859, + "Creatinine_Level": 1.092178724, + "LDH_Level": 140.9660415, + "Calcium_Level": 8.738561436, + "Phosphorus_Level": 2.540335635, + "Glucose_Level": 106.6885835, + "Potassium_Level": 4.360989886, + "Sodium_Level": 140.1415785, + "Smoking_Pack_Years": 9.704375039 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.16927214, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.98256728, + "White_Blood_Cell_Count": 9.137123053, + "Platelet_Count": 440.610349, + "Albumin_Level": 4.839459559, + "Alkaline_Phosphatase_Level": 96.2542856, + "Alanine_Aminotransferase_Level": 6.007563449, + "Aspartate_Aminotransferase_Level": 17.5444484, + "Creatinine_Level": 0.628293423, + "LDH_Level": 128.7539105, + "Calcium_Level": 8.644092474, + "Phosphorus_Level": 3.370713315, + "Glucose_Level": 75.80358921, + "Potassium_Level": 3.928209742, + "Sodium_Level": 144.9693675, + "Smoking_Pack_Years": 11.29440364 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.51185236, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.47864216, + "White_Blood_Cell_Count": 6.064052143, + "Platelet_Count": 283.2028461, + "Albumin_Level": 4.190422114, + "Alkaline_Phosphatase_Level": 78.3599232, + "Alanine_Aminotransferase_Level": 25.6024012, + "Aspartate_Aminotransferase_Level": 34.48063762, + "Creatinine_Level": 0.705513487, + "LDH_Level": 170.4620133, + "Calcium_Level": 10.2115761, + "Phosphorus_Level": 2.95856045, + "Glucose_Level": 81.2244723, + "Potassium_Level": 3.83062543, + "Sodium_Level": 140.1584158, + "Smoking_Pack_Years": 66.92498554 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.79278399, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.77453314, + "White_Blood_Cell_Count": 5.092729804, + "Platelet_Count": 419.7551759, + "Albumin_Level": 4.352279662, + "Alkaline_Phosphatase_Level": 42.06063283, + "Alanine_Aminotransferase_Level": 5.848450994, + "Aspartate_Aminotransferase_Level": 29.51751027, + "Creatinine_Level": 0.60999665, + "LDH_Level": 169.9459375, + "Calcium_Level": 8.220281597, + "Phosphorus_Level": 3.804957708, + "Glucose_Level": 135.3326713, + "Potassium_Level": 4.778591397, + "Sodium_Level": 138.2602489, + "Smoking_Pack_Years": 94.8064498 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.44587856, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.23593151, + "White_Blood_Cell_Count": 6.349504859, + "Platelet_Count": 154.0462038, + "Albumin_Level": 4.036013387, + "Alkaline_Phosphatase_Level": 99.48865134, + "Alanine_Aminotransferase_Level": 20.47078056, + "Aspartate_Aminotransferase_Level": 12.75738797, + "Creatinine_Level": 1.268298137, + "LDH_Level": 145.5604116, + "Calcium_Level": 9.412270157, + "Phosphorus_Level": 4.485093048, + "Glucose_Level": 134.4678168, + "Potassium_Level": 4.961580927, + "Sodium_Level": 144.7926298, + "Smoking_Pack_Years": 63.86831348 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.98062736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.68233271, + "White_Blood_Cell_Count": 5.506902956, + "Platelet_Count": 304.9523358, + "Albumin_Level": 3.76314097, + "Alkaline_Phosphatase_Level": 60.41290239, + "Alanine_Aminotransferase_Level": 29.3635391, + "Aspartate_Aminotransferase_Level": 34.41568315, + "Creatinine_Level": 0.844372383, + "LDH_Level": 219.7981744, + "Calcium_Level": 9.253239377, + "Phosphorus_Level": 3.210089607, + "Glucose_Level": 130.685041, + "Potassium_Level": 4.094949645, + "Sodium_Level": 143.7664536, + "Smoking_Pack_Years": 14.29437224 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.51640341, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.95177989, + "White_Blood_Cell_Count": 6.47068594, + "Platelet_Count": 418.3578727, + "Albumin_Level": 4.94377857, + "Alkaline_Phosphatase_Level": 69.73764717, + "Alanine_Aminotransferase_Level": 15.89671196, + "Aspartate_Aminotransferase_Level": 21.22543979, + "Creatinine_Level": 0.981381105, + "LDH_Level": 166.5102938, + "Calcium_Level": 10.17894592, + "Phosphorus_Level": 4.374098628, + "Glucose_Level": 95.19972504, + "Potassium_Level": 4.640476249, + "Sodium_Level": 139.8761335, + "Smoking_Pack_Years": 75.17126865 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.80484495, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.42280248, + "White_Blood_Cell_Count": 6.742595614, + "Platelet_Count": 412.6606284, + "Albumin_Level": 4.098127197, + "Alkaline_Phosphatase_Level": 85.64174634, + "Alanine_Aminotransferase_Level": 20.36439861, + "Aspartate_Aminotransferase_Level": 20.51612204, + "Creatinine_Level": 1.0459084, + "LDH_Level": 173.8298085, + "Calcium_Level": 9.988000465, + "Phosphorus_Level": 3.007502916, + "Glucose_Level": 123.3102024, + "Potassium_Level": 4.810571898, + "Sodium_Level": 142.4373119, + "Smoking_Pack_Years": 49.05830892 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.348687022, + "Glucose_Level": 102.2931782, + "Potassium_Level": 3.51102361, + "Sodium_Level": 144.99103, + "Smoking_Pack_Years": 65.1176909 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.44111956, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.12077632, + "White_Blood_Cell_Count": 5.148497706, + "Platelet_Count": 212.6828336, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.15897022, + "White_Blood_Cell_Count": 6.659507837, + "Platelet_Count": 269.7511383, + "Albumin_Level": 3.437298652, + "Alkaline_Phosphatase_Level": 54.80016201, + "Alanine_Aminotransferase_Level": 10.92684749, + "Aspartate_Aminotransferase_Level": 13.21055442, + "Creatinine_Level": 0.562056153, + "LDH_Level": 217.3887011, + "Calcium_Level": 10.36343888, + "Phosphorus_Level": 4.289552423, + "Glucose_Level": 121.9157138, + "Potassium_Level": 4.386256947, + "Sodium_Level": 141.5093432, + "Smoking_Pack_Years": 87.08430848 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.1979097, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.15090662, + "White_Blood_Cell_Count": 5.818184998, + "Platelet_Count": 360.3747551, + "Albumin_Level": 4.248591571, + "Alkaline_Phosphatase_Level": 103.1274031, + "Alanine_Aminotransferase_Level": 17.28846713, + "Aspartate_Aminotransferase_Level": 44.67533706, + "Creatinine_Level": 1.421385778, + "LDH_Level": 131.943486, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.32945727, + "White_Blood_Cell_Count": 5.24346255, + "Platelet_Count": 389.9851202, + "Albumin_Level": 3.503066993, + "Alkaline_Phosphatase_Level": 43.67412756, + "Alanine_Aminotransferase_Level": 22.64926674, + "Aspartate_Aminotransferase_Level": 43.93224434, + "Creatinine_Level": 0.848479889, + "LDH_Level": 179.185884, + "Calcium_Level": 8.743008981, + "Phosphorus_Level": 3.252065187, + "Glucose_Level": 83.04094381, + "Potassium_Level": 4.687169831, + "Sodium_Level": 142.2235602, + "Smoking_Pack_Years": 64.42435394 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.35493893, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.48666626, + "White_Blood_Cell_Count": 6.415766432, + "Platelet_Count": 306.5632036, + "Albumin_Level": 3.203345715, + "Alkaline_Phosphatase_Level": 92.45203873, + "Alanine_Aminotransferase_Level": 11.59666048, + "Aspartate_Aminotransferase_Level": 17.79181967, + "Creatinine_Level": 0.615661184, + "LDH_Level": 118.9271825, + "Calcium_Level": 8.895371477, + "Phosphorus_Level": 4.913995806, + "Glucose_Level": 133.9251321, + "Potassium_Level": 4.502170644, + "Sodium_Level": 144.2057975, + "Smoking_Pack_Years": 61.56533954 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.12718351, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.58113567, + "White_Blood_Cell_Count": 4.950877663, + "Platelet_Count": 349.844786, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.54127528, + "White_Blood_Cell_Count": 6.888989758, + "Platelet_Count": 296.2651893, + "Albumin_Level": 4.106605434, + "Alkaline_Phosphatase_Level": 67.95601736, + "Alanine_Aminotransferase_Level": 29.46506959, + "Aspartate_Aminotransferase_Level": 37.73275204, + "Creatinine_Level": 1.400636543, + "LDH_Level": 169.2866087, + "Calcium_Level": 10.45886513, + "Phosphorus_Level": 2.733195083, + "Glucose_Level": 123.3010397, + "Potassium_Level": 3.964164556, + "Sodium_Level": 143.2876098, + "Smoking_Pack_Years": 10.34583742 + }, + { + "Age": 64, + "Gender": "Male", 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200.6668714, + "Calcium_Level": 10.34773759, + "Phosphorus_Level": 3.60378945, + "Glucose_Level": 81.58141961, + "Potassium_Level": 4.802220872, + "Sodium_Level": 141.0768595, + "Smoking_Pack_Years": 32.27947979 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.64201608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.38754275, + "White_Blood_Cell_Count": 8.052512465, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.17516085, + "White_Blood_Cell_Count": 3.819179552, + "Platelet_Count": 219.1648391, + "Albumin_Level": 4.829581803, + "Alkaline_Phosphatase_Level": 90.75567828, + "Alanine_Aminotransferase_Level": 14.05867693, + "Aspartate_Aminotransferase_Level": 41.89543085, + "Creatinine_Level": 0.993617171, + "LDH_Level": 170.4687527, + "Calcium_Level": 8.291254061, + "Phosphorus_Level": 3.00491824, + "Glucose_Level": 95.64059716, + "Potassium_Level": 3.569206986, + "Sodium_Level": 142.3053882, + "Smoking_Pack_Years": 22.21713892 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.40379154, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.74326125, + "White_Blood_Cell_Count": 3.68755848, + "Platelet_Count": 335.0185722, + "Albumin_Level": 4.409407051, + "Alkaline_Phosphatase_Level": 61.45761417, + "Alanine_Aminotransferase_Level": 19.78486455, + "Aspartate_Aminotransferase_Level": 36.47534461, + "Creatinine_Level": 1.093584333, + "LDH_Level": 173.3028797, + "Calcium_Level": 8.356959871, + "Phosphorus_Level": 4.677580344, + "Glucose_Level": 96.39720595, + "Potassium_Level": 4.205238308, + "Sodium_Level": 140.9736624, + "Smoking_Pack_Years": 34.48961878 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.57956477, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.8777379, + "White_Blood_Cell_Count": 5.392679951, + "Platelet_Count": 295.7110498, + "Albumin_Level": 3.637865255, + "Alkaline_Phosphatase_Level": 87.60498809, + "Alanine_Aminotransferase_Level": 15.94103293, + "Aspartate_Aminotransferase_Level": 30.71478057, + "Creatinine_Level": 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"White_Blood_Cell_Count": 6.206017072, + "Platelet_Count": 443.1965974, + "Albumin_Level": 3.914030369, + "Alkaline_Phosphatase_Level": 105.9580141, + "Alanine_Aminotransferase_Level": 14.92302596, + "Aspartate_Aminotransferase_Level": 49.33630363, + "Creatinine_Level": 0.503264789, + "LDH_Level": 222.8353361, + "Calcium_Level": 8.365219512, + "Phosphorus_Level": 3.606076342, + "Glucose_Level": 89.74722964, + "Potassium_Level": 3.55642409, + "Sodium_Level": 136.4292455, + "Smoking_Pack_Years": 51.9923992 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.82751017, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.13950909, + "White_Blood_Cell_Count": 9.23810274, + "Platelet_Count": 285.6657301, + "Albumin_Level": 3.112195166, + "Alkaline_Phosphatase_Level": 48.84243178, + "Alanine_Aminotransferase_Level": 29.95520966, + "Aspartate_Aminotransferase_Level": 48.97473895, + "Creatinine_Level": 1.277802535, + "LDH_Level": 243.7442637, + "Calcium_Level": 10.33583028, + "Phosphorus_Level": 3.712911794, + "Glucose_Level": 97.4038821, + "Potassium_Level": 4.592329911, + "Sodium_Level": 143.8538491, + "Smoking_Pack_Years": 20.53894507 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.90403571, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.60896395, + "White_Blood_Cell_Count": 4.076255883, + "Platelet_Count": 329.8870568, + "Albumin_Level": 4.516260059, + "Alkaline_Phosphatase_Level": 88.13339793, + "Alanine_Aminotransferase_Level": 12.53569798, + "Aspartate_Aminotransferase_Level": 46.41062924, + "Creatinine_Level": 1.49539352, + "LDH_Level": 238.4734243, + "Calcium_Level": 9.045596745, + "Phosphorus_Level": 3.571850665, + "Glucose_Level": 144.6344065, + "Potassium_Level": 3.728246246, + "Sodium_Level": 142.0497117, + "Smoking_Pack_Years": 91.07614282 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.66737809, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.15271917, + "White_Blood_Cell_Count": 9.507483242, + "Platelet_Count": 287.3792159, + "Albumin_Level": 4.73313623, + "Alkaline_Phosphatase_Level": 118.8976007, + "Alanine_Aminotransferase_Level": 21.91304072, + "Aspartate_Aminotransferase_Level": 49.75169086, + "Creatinine_Level": 0.989329683, + "LDH_Level": 243.5359067, + "Calcium_Level": 8.687955895, + "Phosphorus_Level": 4.463388524, + "Glucose_Level": 131.4487817, + "Potassium_Level": 3.507253644, + "Sodium_Level": 135.9580522, + "Smoking_Pack_Years": 49.92132753 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.24748019, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.00657589, + "White_Blood_Cell_Count": 9.985172918, + "Platelet_Count": 202.4782928, + "Albumin_Level": 4.493819604, + "Alkaline_Phosphatase_Level": 43.46782276, + "Alanine_Aminotransferase_Level": 9.94025564, + "Aspartate_Aminotransferase_Level": 36.14555413, + "Creatinine_Level": 1.259787539, + "LDH_Level": 221.2545441, + "Calcium_Level": 10.04535744, + "Phosphorus_Level": 4.157020823, + "Glucose_Level": 137.3475224, + "Potassium_Level": 4.652589935, + "Sodium_Level": 143.5942499, + "Smoking_Pack_Years": 45.24876946 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.57937469, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.29191984, + "White_Blood_Cell_Count": 4.164815007, + "Platelet_Count": 275.0343431, + "Albumin_Level": 4.19570416, + "Alkaline_Phosphatase_Level": 56.64108213, + "Alanine_Aminotransferase_Level": 23.41544758, + "Aspartate_Aminotransferase_Level": 37.94975231, + "Creatinine_Level": 1.256255132, + "LDH_Level": 226.3927118, + "Calcium_Level": 9.853476953, + "Phosphorus_Level": 3.512720559, + "Glucose_Level": 123.7705707, + "Potassium_Level": 3.668488618, + "Sodium_Level": 142.4865817, + "Smoking_Pack_Years": 40.14111912 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.3524908, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.4804896, + "White_Blood_Cell_Count": 8.579227183, + "Platelet_Count": 253.8185619, + "Albumin_Level": 4.039337437, + "Alkaline_Phosphatase_Level": 108.7408618, + "Alanine_Aminotransferase_Level": 25.42063373, + "Aspartate_Aminotransferase_Level": 16.72876349, + "Creatinine_Level": 0.749319625, + "LDH_Level": 131.0192289, + "Calcium_Level": 10.42733137, + "Phosphorus_Level": 4.896560367, + "Glucose_Level": 114.206165, + "Potassium_Level": 3.805189775, + "Sodium_Level": 137.501986, + "Smoking_Pack_Years": 40.11256174 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.39885213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.17822234, + "White_Blood_Cell_Count": 3.793912748, + "Platelet_Count": 181.0352351, + "Albumin_Level": 4.893458044, + "Alkaline_Phosphatase_Level": 71.82908936, + "Alanine_Aminotransferase_Level": 39.55939857, + "Aspartate_Aminotransferase_Level": 49.46742074, + "Creatinine_Level": 0.733931903, + "LDH_Level": 129.3191478, + "Calcium_Level": 8.970543901, + "Phosphorus_Level": 3.399777884, + "Glucose_Level": 93.51915376, + "Potassium_Level": 3.809856434, + "Sodium_Level": 137.7833567, + "Smoking_Pack_Years": 85.14130319 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.58940969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.46553549, + "White_Blood_Cell_Count": 4.648184268, + "Platelet_Count": 177.2204332, + "Albumin_Level": 4.671391644, + "Alkaline_Phosphatase_Level": 110.4166631, + "Alanine_Aminotransferase_Level": 13.20957743, + "Aspartate_Aminotransferase_Level": 44.70096789, + "Creatinine_Level": 0.586742593, + "LDH_Level": 169.6859815, + "Calcium_Level": 8.888042968, + "Phosphorus_Level": 4.288582628, + "Glucose_Level": 71.31337945, + "Potassium_Level": 4.996180381, + "Sodium_Level": 143.497939, + "Smoking_Pack_Years": 84.35762794 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.52961584, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.58442154, + "White_Blood_Cell_Count": 6.546291002, + "Platelet_Count": 449.1170209, + "Albumin_Level": 3.016531774, + "Alkaline_Phosphatase_Level": 30.93047463, + "Alanine_Aminotransferase_Level": 18.2876944, + "Aspartate_Aminotransferase_Level": 12.50211579, + "Creatinine_Level": 1.342094621, + "LDH_Level": 233.2582908, + "Calcium_Level": 10.10893725, + "Phosphorus_Level": 4.187144994, + "Glucose_Level": 89.20029853, + "Potassium_Level": 3.997424309, + "Sodium_Level": 141.836111, + "Smoking_Pack_Years": 37.63374859 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.03014466, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.01330743, + "White_Blood_Cell_Count": 4.886485605, + "Platelet_Count": 248.6504756, + "Albumin_Level": 4.740478411, + "Alkaline_Phosphatase_Level": 85.95496998, + "Alanine_Aminotransferase_Level": 33.93409669, + "Aspartate_Aminotransferase_Level": 45.90996217, + "Creatinine_Level": 1.065720743, + "LDH_Level": 157.8327892, + "Calcium_Level": 8.933359976, + "Phosphorus_Level": 3.498207531, + "Glucose_Level": 91.47281547, + 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"Alanine_Aminotransferase_Level": 15.18611915, + "Aspartate_Aminotransferase_Level": 40.04988034, + "Creatinine_Level": 0.788610533, + "LDH_Level": 241.4853455, + "Calcium_Level": 8.162314968, + "Phosphorus_Level": 3.061973631, + "Glucose_Level": 91.7842509, + "Potassium_Level": 4.588996825, + "Sodium_Level": 144.2614591, + "Smoking_Pack_Years": 8.11412741 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.44209448, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.00866369, + "White_Blood_Cell_Count": 4.556678533, + "Platelet_Count": 339.9124215, + "Albumin_Level": 4.510709522, + "Alkaline_Phosphatase_Level": 38.32082137, + "Alanine_Aminotransferase_Level": 36.61816228, + "Aspartate_Aminotransferase_Level": 28.88241305, + "Creatinine_Level": 1.4450457, + "LDH_Level": 144.8747119, + "Calcium_Level": 9.315166062, + "Phosphorus_Level": 2.807202315, + "Glucose_Level": 75.6818346, + "Potassium_Level": 3.723522746, + "Sodium_Level": 140.5653477, + "Smoking_Pack_Years": 89.67739116 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.76889885, + "Tumor_Location": 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"Glucose_Level": 88.16890834, + "Potassium_Level": 3.601851909, + "Sodium_Level": 140.3070141, + "Smoking_Pack_Years": 38.50743856 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.26676533, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.89797715, + "White_Blood_Cell_Count": 7.798678299, + "Platelet_Count": 394.8913119, + "Albumin_Level": 3.234601402, + "Alkaline_Phosphatase_Level": 114.0610178, + "Alanine_Aminotransferase_Level": 9.363234797, + "Aspartate_Aminotransferase_Level": 25.62297398, + "Creatinine_Level": 1.467334669, + "LDH_Level": 139.1394361, + "Calcium_Level": 9.006680771, + "Phosphorus_Level": 2.801530085, + "Glucose_Level": 126.1476214, + "Potassium_Level": 4.219398945, + "Sodium_Level": 138.4951406, + "Smoking_Pack_Years": 87.24590788 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.50722836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Phosphorus_Level": 2.627882621, + "Glucose_Level": 142.4603805, + "Potassium_Level": 3.77310398, + "Sodium_Level": 137.4722613, + "Smoking_Pack_Years": 41.73850107 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.6527797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.02432028, + "White_Blood_Cell_Count": 6.44327238, + "Platelet_Count": 377.6567695, + "Albumin_Level": 4.792237045, + "Alkaline_Phosphatase_Level": 54.62276103, + "Alanine_Aminotransferase_Level": 5.167427528, + "Aspartate_Aminotransferase_Level": 49.22265419, + "Creatinine_Level": 1.383288097, + "LDH_Level": 141.373265, + "Calcium_Level": 8.603322104, + "Phosphorus_Level": 4.55168041, + "Glucose_Level": 87.5332137, + "Potassium_Level": 4.170904498, + "Sodium_Level": 140.7323887, + "Smoking_Pack_Years": 3.612112114 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.76806414, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.47930401, + "White_Blood_Cell_Count": 6.406336653, + "Platelet_Count": 252.6347582, + "Albumin_Level": 4.040953576, + "Alkaline_Phosphatase_Level": 46.83144592, + "Alanine_Aminotransferase_Level": 20.59944269, + "Aspartate_Aminotransferase_Level": 29.52272474, + "Creatinine_Level": 0.724251351, + "LDH_Level": 215.5035615, + "Calcium_Level": 8.810774854, + "Phosphorus_Level": 3.514444917, + "Glucose_Level": 88.13488613, + "Potassium_Level": 4.088556789, + "Sodium_Level": 138.4122148, + "Smoking_Pack_Years": 65.25424517 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.44389343, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.24914299, + "White_Blood_Cell_Count": 5.130800644, + "Platelet_Count": 260.3921174, + "Albumin_Level": 4.492495194, + "Alkaline_Phosphatase_Level": 99.76285035, + "Alanine_Aminotransferase_Level": 21.67066868, + "Aspartate_Aminotransferase_Level": 43.02362747, + "Creatinine_Level": 1.117202288, + "LDH_Level": 150.6375114, + "Calcium_Level": 8.611689247, + "Phosphorus_Level": 3.964156353, + "Glucose_Level": 77.1653277, + "Potassium_Level": 4.884567978, + "Sodium_Level": 139.8351712, + "Smoking_Pack_Years": 36.38168486 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.50320867, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.54538549, + "White_Blood_Cell_Count": 3.712762874, + "Platelet_Count": 232.9336958, + "Albumin_Level": 4.650497349, + "Alkaline_Phosphatase_Level": 67.37461175, + "Alanine_Aminotransferase_Level": 10.89321724, + "Aspartate_Aminotransferase_Level": 42.47588103, + "Creatinine_Level": 1.489542434, + "LDH_Level": 100.8674661, + "Calcium_Level": 9.266156852, + "Phosphorus_Level": 4.008822498, + "Glucose_Level": 123.8638034, + "Potassium_Level": 4.967549071, + "Sodium_Level": 139.4353382, + "Smoking_Pack_Years": 41.82622939 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.28017758, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.59672762, + "White_Blood_Cell_Count": 5.625624832, + "Platelet_Count": 197.8100452, + "Albumin_Level": 3.312219166, + "Alkaline_Phosphatase_Level": 74.33294079, + "Alanine_Aminotransferase_Level": 37.36059422, + "Aspartate_Aminotransferase_Level": 49.48181584, + "Creatinine_Level": 1.004207084, + "LDH_Level": 226.5641974, + "Calcium_Level": 10.44539127, + "Phosphorus_Level": 3.81502025, + "Glucose_Level": 116.9770369, + "Potassium_Level": 4.457419464, + "Sodium_Level": 135.3778472, + "Smoking_Pack_Years": 60.19963467 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.71506004, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.03357368, + "White_Blood_Cell_Count": 4.8676142, + "Platelet_Count": 306.7208781, + "Albumin_Level": 3.73565596, + "Alkaline_Phosphatase_Level": 104.927204, + "Alanine_Aminotransferase_Level": 19.61529273, + "Aspartate_Aminotransferase_Level": 17.74088555, + "Creatinine_Level": 0.537607687, + "LDH_Level": 212.1458905, + "Calcium_Level": 10.31972968, + "Phosphorus_Level": 3.558033729, + "Glucose_Level": 129.8291042, + "Potassium_Level": 3.755906373, + "Sodium_Level": 135.9084539, + "Smoking_Pack_Years": 60.29767191 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.27006988, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.77414444, + "White_Blood_Cell_Count": 7.977186016, + 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"Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.19992441, + "White_Blood_Cell_Count": 7.265779592, + "Platelet_Count": 420.606564, + "Albumin_Level": 3.647753055, + "Alkaline_Phosphatase_Level": 102.7942936, + "Alanine_Aminotransferase_Level": 29.49448498, + "Aspartate_Aminotransferase_Level": 25.77232213, + "Creatinine_Level": 1.40329749, + "LDH_Level": 113.231399, + "Calcium_Level": 8.462629227, + "Phosphorus_Level": 4.843156437, + "Glucose_Level": 125.6660321, + "Potassium_Level": 4.37858749, + "Sodium_Level": 135.6398436, + "Smoking_Pack_Years": 69.0084588 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.11008272, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.19866537, + "White_Blood_Cell_Count": 6.49745419, + "Platelet_Count": 333.5476697, + "Albumin_Level": 3.6349857, + "Alkaline_Phosphatase_Level": 92.35410184, + "Alanine_Aminotransferase_Level": 24.98702555, + "Aspartate_Aminotransferase_Level": 35.85813904, + "Creatinine_Level": 0.91842967, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.7470071, + "White_Blood_Cell_Count": 6.231638279, + "Platelet_Count": 225.9988604, + "Albumin_Level": 4.364823728, + "Alkaline_Phosphatase_Level": 58.19583071, + "Alanine_Aminotransferase_Level": 17.69515239, + "Aspartate_Aminotransferase_Level": 21.42592553, + "Creatinine_Level": 1.086822669, + "LDH_Level": 122.1293858, + "Calcium_Level": 10.1385409, + "Phosphorus_Level": 3.803039907, + "Glucose_Level": 120.6491984, + "Potassium_Level": 4.233309458, + "Sodium_Level": 135.1740219, + "Smoking_Pack_Years": 88.72465908 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.4273949, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "African 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26.33632924 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.61074388, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.4135677, + "White_Blood_Cell_Count": 9.115914407, + "Platelet_Count": 220.928225, + "Albumin_Level": 4.724867687, + "Alkaline_Phosphatase_Level": 110.6874639, + "Alanine_Aminotransferase_Level": 35.37690056, + "Aspartate_Aminotransferase_Level": 27.82488724, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.08043417, + "White_Blood_Cell_Count": 7.519233021, + "Platelet_Count": 337.4765505, + "Albumin_Level": 4.445851269, + "Alkaline_Phosphatase_Level": 112.384275, + "Alanine_Aminotransferase_Level": 10.3521387, + "Aspartate_Aminotransferase_Level": 38.4905115, + "Creatinine_Level": 0.912618636, + "LDH_Level": 214.921455, + "Calcium_Level": 10.16776755, + "Phosphorus_Level": 4.471080443, + "Glucose_Level": 97.73759007, + "Potassium_Level": 4.104526895, + "Sodium_Level": 138.7484113, + "Smoking_Pack_Years": 27.84605435 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.34580325, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.93716348, + "White_Blood_Cell_Count": 8.339926285, + "Platelet_Count": 199.7981699, + "Albumin_Level": 3.19204379, + "Alkaline_Phosphatase_Level": 107.7148741, + "Alanine_Aminotransferase_Level": 34.59512902, + "Aspartate_Aminotransferase_Level": 41.8123146, + "Creatinine_Level": 0.521004116, + "LDH_Level": 131.0397108, + "Calcium_Level": 8.272433579, + "Phosphorus_Level": 2.588362704, + "Glucose_Level": 100.5304069, + "Potassium_Level": 4.128611709, + "Sodium_Level": 138.0114791, + "Smoking_Pack_Years": 12.93005376 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.1424109, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.70676051, + "White_Blood_Cell_Count": 9.014720049, + "Platelet_Count": 189.4947814, + "Albumin_Level": 3.838863847, + "Alkaline_Phosphatase_Level": 74.54020567, + "Alanine_Aminotransferase_Level": 15.41981462, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.47386936, + "White_Blood_Cell_Count": 8.862532845, + "Platelet_Count": 375.2548827, + "Albumin_Level": 4.080515321, + "Alkaline_Phosphatase_Level": 110.8664893, + "Alanine_Aminotransferase_Level": 5.339255939, + "Aspartate_Aminotransferase_Level": 41.47711221, + "Creatinine_Level": 1.463279198, + "LDH_Level": 126.7808269, + "Calcium_Level": 10.21092967, + "Phosphorus_Level": 4.598308799, + "Glucose_Level": 100.1419079, + "Potassium_Level": 4.405415132, + "Sodium_Level": 135.5306539, + "Smoking_Pack_Years": 54.91738147 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.75007358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.10853032, + "White_Blood_Cell_Count": 4.178123476, + "Platelet_Count": 167.3132883, + "Albumin_Level": 3.787357389, + "Alkaline_Phosphatase_Level": 40.81432303, + "Alanine_Aminotransferase_Level": 30.0136806, + "Aspartate_Aminotransferase_Level": 15.10278314, + "Creatinine_Level": 1.292063434, + "LDH_Level": 129.4906633, + "Calcium_Level": 9.181895232, + "Phosphorus_Level": 4.672063144, + "Glucose_Level": 112.7848035, + "Potassium_Level": 4.002801834, + "Sodium_Level": 136.1314297, + "Smoking_Pack_Years": 17.2401366 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.48137861, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + 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"Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.89798685, + "White_Blood_Cell_Count": 4.574565194, + "Platelet_Count": 408.3077154, + "Albumin_Level": 3.921419536, + "Alkaline_Phosphatase_Level": 76.10023211, + "Alanine_Aminotransferase_Level": 37.33393799, + "Aspartate_Aminotransferase_Level": 41.5634115, + "Creatinine_Level": 1.117332021, + "LDH_Level": 122.814669, + "Calcium_Level": 9.953266709, + "Phosphorus_Level": 3.194067377, + "Glucose_Level": 123.4618586, 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"Alanine_Aminotransferase_Level": 18.97347604, + "Aspartate_Aminotransferase_Level": 40.78133872, + "Creatinine_Level": 1.092965399, + "LDH_Level": 104.3089078, + "Calcium_Level": 9.2912826, + "Phosphorus_Level": 4.583968145, + "Glucose_Level": 127.7246056, + "Potassium_Level": 4.166044092, + "Sodium_Level": 138.1047163, + "Smoking_Pack_Years": 23.86903983 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.94744112, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.875551, + "White_Blood_Cell_Count": 6.181178432, + "Platelet_Count": 415.155448, + "Albumin_Level": 4.345720735, + "Alkaline_Phosphatase_Level": 51.14666061, + "Alanine_Aminotransferase_Level": 32.64676465, + "Aspartate_Aminotransferase_Level": 16.45745356, + "Creatinine_Level": 1.177898932, + "LDH_Level": 109.1573366, + "Calcium_Level": 8.21684805, + "Phosphorus_Level": 2.526323575, + "Glucose_Level": 130.7739673, + "Potassium_Level": 4.427305964, + "Sodium_Level": 142.4159834, + "Smoking_Pack_Years": 12.8390525 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.02414089, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.98315584, + "White_Blood_Cell_Count": 7.983913528, + "Platelet_Count": 421.5269324, + "Albumin_Level": 3.835284997, + "Alkaline_Phosphatase_Level": 92.35062862, + "Alanine_Aminotransferase_Level": 12.81274977, + "Aspartate_Aminotransferase_Level": 32.02260642, + "Creatinine_Level": 0.510351454, + "LDH_Level": 112.3136673, + "Calcium_Level": 8.923489439, + "Phosphorus_Level": 2.996512775, + "Glucose_Level": 83.12434971, + "Potassium_Level": 4.453284447, + "Sodium_Level": 138.5916478, + "Smoking_Pack_Years": 29.98463782 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.11673201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.93569481, + "White_Blood_Cell_Count": 7.577747914, + "Platelet_Count": 385.2637576, + "Albumin_Level": 4.51797962, + "Alkaline_Phosphatase_Level": 79.5107345, + "Alanine_Aminotransferase_Level": 23.62659457, + "Aspartate_Aminotransferase_Level": 46.14561781, + "Creatinine_Level": 0.847920097, + "LDH_Level": 146.932589, + "Calcium_Level": 9.248021848, + "Phosphorus_Level": 3.904572792, + "Glucose_Level": 98.71623812, + "Potassium_Level": 3.822324156, + "Sodium_Level": 141.3198433, + "Smoking_Pack_Years": 10.38482396 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.03387652, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.5329764, + "White_Blood_Cell_Count": 8.836009978, + "Platelet_Count": 291.4199552, + "Albumin_Level": 4.756927211, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.97696506, + "White_Blood_Cell_Count": 3.509509816, + "Platelet_Count": 244.8645422, + "Albumin_Level": 3.685590246, + "Alkaline_Phosphatase_Level": 104.0987217, + "Alanine_Aminotransferase_Level": 38.69443408, + "Aspartate_Aminotransferase_Level": 48.94477078, + "Creatinine_Level": 1.211209912, + "LDH_Level": 248.2879627, + "Calcium_Level": 10.10699039, + "Phosphorus_Level": 3.294772756, + "Glucose_Level": 93.51154584, + "Potassium_Level": 3.672786248, + "Sodium_Level": 136.2666227, + "Smoking_Pack_Years": 67.80430802 + }, + { + "Age": 48, + "Gender": 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138.7352756, + "Calcium_Level": 9.225424538, + "Phosphorus_Level": 3.918552726, + "Glucose_Level": 97.90393389, + "Potassium_Level": 4.750895799, + "Sodium_Level": 139.0498549, + "Smoking_Pack_Years": 15.31094568 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.08457006, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.51270074, + "White_Blood_Cell_Count": 5.823192324, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.69593647, + "White_Blood_Cell_Count": 5.964705828, + "Platelet_Count": 346.3248589, + "Albumin_Level": 3.120377958, + "Alkaline_Phosphatase_Level": 88.87242533, + "Alanine_Aminotransferase_Level": 26.54132019, + "Aspartate_Aminotransferase_Level": 26.67868288, + "Creatinine_Level": 0.844022052, + "LDH_Level": 186.652788, + "Calcium_Level": 8.97572793, + "Phosphorus_Level": 4.531161694, + "Glucose_Level": 93.7524693, + "Potassium_Level": 3.613478039, + "Sodium_Level": 138.8464101, + "Smoking_Pack_Years": 7.927113769 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.98079651, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.0366352, + "White_Blood_Cell_Count": 4.635033805, + "Platelet_Count": 327.3523368, + "Albumin_Level": 3.315763516, + "Alkaline_Phosphatase_Level": 53.09858408, + "Alanine_Aminotransferase_Level": 30.23408037, + "Aspartate_Aminotransferase_Level": 30.34215549, + "Creatinine_Level": 1.247364243, + "LDH_Level": 181.3043489, + "Calcium_Level": 9.934428062, + "Phosphorus_Level": 4.906053521, + "Glucose_Level": 86.6266901, + "Potassium_Level": 3.619222572, + "Sodium_Level": 139.8498039, + "Smoking_Pack_Years": 75.86045206 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.024225, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.97417455, + "White_Blood_Cell_Count": 9.227024582, + "Platelet_Count": 373.2606758, + "Albumin_Level": 4.167450144, + "Alkaline_Phosphatase_Level": 83.99137604, + "Alanine_Aminotransferase_Level": 15.70047874, + "Aspartate_Aminotransferase_Level": 21.90855925, + "Creatinine_Level": 1.288044429, 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{ + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.77681559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.97334045, + "White_Blood_Cell_Count": 6.136050838, + "Platelet_Count": 209.4798536, + "Albumin_Level": 4.397262714, + "Alkaline_Phosphatase_Level": 57.57033962, + "Alanine_Aminotransferase_Level": 18.21637721, + "Aspartate_Aminotransferase_Level": 23.12896701, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.91634729, + "White_Blood_Cell_Count": 7.412828021, + "Platelet_Count": 252.6788393, + "Albumin_Level": 3.583787859, + "Alkaline_Phosphatase_Level": 57.1801965, + "Alanine_Aminotransferase_Level": 15.27128063, + "Aspartate_Aminotransferase_Level": 25.30634527, + "Creatinine_Level": 1.054129127, + "LDH_Level": 174.5060862, + "Calcium_Level": 8.975680863, + "Phosphorus_Level": 3.495328222, + "Glucose_Level": 71.08633001, + "Potassium_Level": 4.844128583, + "Sodium_Level": 141.3209488, + "Smoking_Pack_Years": 68.40063312 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.16003481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.96244737, + "White_Blood_Cell_Count": 5.15005884, + "Platelet_Count": 431.5637789, + "Albumin_Level": 4.450264138, + "Alkaline_Phosphatase_Level": 110.5136461, + "Alanine_Aminotransferase_Level": 8.328347602, + "Aspartate_Aminotransferase_Level": 25.39560017, + "Creatinine_Level": 1.340157628, + "LDH_Level": 214.952127, + "Calcium_Level": 8.394651666, + "Phosphorus_Level": 4.85286419, + "Glucose_Level": 74.35947435, + "Potassium_Level": 4.138454765, + "Sodium_Level": 141.0926768, + "Smoking_Pack_Years": 56.59188129 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.02575256, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.39894692, + "White_Blood_Cell_Count": 7.446798142, + "Platelet_Count": 232.8509157, + "Albumin_Level": 3.003949806, + "Alkaline_Phosphatase_Level": 54.67920862, + "Alanine_Aminotransferase_Level": 37.5518923, + "Aspartate_Aminotransferase_Level": 49.38219859, + "Creatinine_Level": 1.152444894, + "LDH_Level": 237.1728768, + "Calcium_Level": 9.208968437, + "Phosphorus_Level": 4.409245661, + "Glucose_Level": 124.3837473, + "Potassium_Level": 4.358614737, + "Sodium_Level": 135.7373669, + "Smoking_Pack_Years": 7.361108547 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.92778052, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.9244201, + "White_Blood_Cell_Count": 4.571974055, + "Platelet_Count": 263.563742, + "Albumin_Level": 3.009751353, + "Alkaline_Phosphatase_Level": 89.95603249, + "Alanine_Aminotransferase_Level": 28.76887303, + "Aspartate_Aminotransferase_Level": 30.71176065, + "Creatinine_Level": 1.045062874, + "LDH_Level": 155.0113806, + "Calcium_Level": 9.371416605, + "Phosphorus_Level": 3.753240903, + "Glucose_Level": 79.23469138, + "Potassium_Level": 4.965908166, + "Sodium_Level": 137.259823, + "Smoking_Pack_Years": 65.04099253 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.05655171, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.76402078, + "White_Blood_Cell_Count": 6.640503597, + "Platelet_Count": 165.9597428, + "Albumin_Level": 3.0478408, + "Alkaline_Phosphatase_Level": 74.30348865, + "Alanine_Aminotransferase_Level": 28.65391785, + "Aspartate_Aminotransferase_Level": 39.29027171, + "Creatinine_Level": 1.043793533, + "LDH_Level": 142.9451135, + "Calcium_Level": 8.918532935, + "Phosphorus_Level": 3.031791379, + "Glucose_Level": 89.34467448, + "Potassium_Level": 4.570442514, + "Sodium_Level": 143.8120116, + "Smoking_Pack_Years": 13.81698726 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.9251462, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.28608453, + "White_Blood_Cell_Count": 4.407359032, + "Platelet_Count": 175.2327369, + "Albumin_Level": 4.345755823, + "Alkaline_Phosphatase_Level": 106.6179369, + "Alanine_Aminotransferase_Level": 30.15679654, + "Aspartate_Aminotransferase_Level": 26.91000943, + "Creatinine_Level": 1.314425632, + "LDH_Level": 140.984379, + "Calcium_Level": 10.04717733, + "Phosphorus_Level": 4.494865289, + "Glucose_Level": 142.9351756, + "Potassium_Level": 4.306284508, + "Sodium_Level": 139.1102411, + "Smoking_Pack_Years": 61.17095235 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.83818144, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.25618772, + "White_Blood_Cell_Count": 6.893141917, + "Platelet_Count": 294.243968, + "Albumin_Level": 3.998253006, + "Alkaline_Phosphatase_Level": 89.81838682, + "Alanine_Aminotransferase_Level": 18.09331193, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.89408503, + "White_Blood_Cell_Count": 7.411949721, + "Platelet_Count": 318.1833393, + "Albumin_Level": 4.87016392, + "Alkaline_Phosphatase_Level": 101.9135778, + "Alanine_Aminotransferase_Level": 20.34303402, + "Aspartate_Aminotransferase_Level": 26.69864389, + "Creatinine_Level": 0.711923358, + "LDH_Level": 109.1883665, + "Calcium_Level": 9.584922967, + "Phosphorus_Level": 4.488219058, + "Glucose_Level": 130.3803195, + "Potassium_Level": 4.338611538, + "Sodium_Level": 138.8921407, + "Smoking_Pack_Years": 15.62042948 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.58720697, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.21808806, + "White_Blood_Cell_Count": 4.577109089, + "Platelet_Count": 286.4291734, + "Albumin_Level": 3.464933974, + "Alkaline_Phosphatase_Level": 40.39282366, + "Alanine_Aminotransferase_Level": 28.46607246, + "Aspartate_Aminotransferase_Level": 28.59827676, + "Creatinine_Level": 0.568392903, + "LDH_Level": 188.17634, + "Calcium_Level": 9.672345088, + "Phosphorus_Level": 3.475737231, + "Glucose_Level": 92.40886551, + "Potassium_Level": 3.505071886, 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"Alanine_Aminotransferase_Level": 33.11592872, + "Aspartate_Aminotransferase_Level": 12.16413332, + "Creatinine_Level": 0.920329178, + "LDH_Level": 199.2908656, + "Calcium_Level": 8.3416407, + "Phosphorus_Level": 4.459710241, + "Glucose_Level": 112.3527495, + "Potassium_Level": 3.563514953, + "Sodium_Level": 135.857194, + "Smoking_Pack_Years": 23.03956796 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.87557332, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.48406985, + "White_Blood_Cell_Count": 5.297996934, + "Platelet_Count": 182.8400269, + "Albumin_Level": 3.569237532, + "Alkaline_Phosphatase_Level": 59.26126685, + "Alanine_Aminotransferase_Level": 21.12762717, + "Aspartate_Aminotransferase_Level": 35.58663536, + "Creatinine_Level": 1.332647823, + "LDH_Level": 225.1222897, + "Calcium_Level": 8.385155928, + "Phosphorus_Level": 2.513380402, + "Glucose_Level": 94.61880652, + "Potassium_Level": 4.235471184, + "Sodium_Level": 142.8396738, + "Smoking_Pack_Years": 54.20197285 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.82524102, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.37372631, + "White_Blood_Cell_Count": 9.56801301, + "Platelet_Count": 253.2138161, + "Albumin_Level": 4.158671439, + "Alkaline_Phosphatase_Level": 83.80520923, + "Alanine_Aminotransferase_Level": 19.51876358, + "Aspartate_Aminotransferase_Level": 21.64269818, + "Creatinine_Level": 0.687941341, + "LDH_Level": 153.6069945, + "Calcium_Level": 8.646564897, + "Phosphorus_Level": 3.160147729, + "Glucose_Level": 83.3663798, + "Potassium_Level": 4.23084142, + "Sodium_Level": 142.7362756, + "Smoking_Pack_Years": 71.24738354 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.85879778, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.78869412, + "White_Blood_Cell_Count": 9.518597561, + "Platelet_Count": 173.9372188, + "Albumin_Level": 3.727330885, + "Alkaline_Phosphatase_Level": 64.2832221, + "Alanine_Aminotransferase_Level": 23.61963714, + "Aspartate_Aminotransferase_Level": 41.7129928, + "Creatinine_Level": 1.351539268, + "LDH_Level": 182.0627862, + "Calcium_Level": 8.754739626, + "Phosphorus_Level": 3.644805935, + "Glucose_Level": 112.6997222, + "Potassium_Level": 4.891074747, + "Sodium_Level": 143.4495887, + "Smoking_Pack_Years": 21.15288344 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.84063062, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.38696742, + "White_Blood_Cell_Count": 6.348600201, + "Platelet_Count": 354.8534145, + "Albumin_Level": 4.926723324, + "Alkaline_Phosphatase_Level": 89.91390675, + "Alanine_Aminotransferase_Level": 15.93741025, + "Aspartate_Aminotransferase_Level": 30.35252158, + "Creatinine_Level": 0.652942912, + "LDH_Level": 227.4073731, + "Calcium_Level": 9.620541637, + "Phosphorus_Level": 3.607425117, + "Glucose_Level": 146.0888226, + "Potassium_Level": 4.822869744, + "Sodium_Level": 142.280122, + "Smoking_Pack_Years": 29.38758512 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.80671705, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.13148732, + "White_Blood_Cell_Count": 3.891205997, + "Platelet_Count": 327.6059865, + "Albumin_Level": 4.877214244, + "Alkaline_Phosphatase_Level": 107.6214169, + "Alanine_Aminotransferase_Level": 33.74457237, + "Aspartate_Aminotransferase_Level": 43.13704619, + "Creatinine_Level": 0.831944723, + "LDH_Level": 108.668171, + "Calcium_Level": 9.837744357, + "Phosphorus_Level": 4.468731863, + "Glucose_Level": 81.06396941, + "Potassium_Level": 4.401366147, + "Sodium_Level": 144.1060608, + "Smoking_Pack_Years": 83.73575332 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.96031624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.51941697, + "White_Blood_Cell_Count": 6.974296625, + "Platelet_Count": 275.3372761, + "Albumin_Level": 4.959191182, + "Alkaline_Phosphatase_Level": 72.59750091, + "Alanine_Aminotransferase_Level": 14.07056604, + "Aspartate_Aminotransferase_Level": 20.98049242, + "Creatinine_Level": 1.093635861, + "LDH_Level": 151.2719362, + "Calcium_Level": 8.409300314, + "Phosphorus_Level": 4.590470355, + "Glucose_Level": 101.5082933, + "Potassium_Level": 3.887103137, + "Sodium_Level": 140.8604694, + "Smoking_Pack_Years": 22.17904795 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.02624525, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.823332, + "White_Blood_Cell_Count": 6.815616876, + "Platelet_Count": 303.2707896, + "Albumin_Level": 3.961631733, + "Alkaline_Phosphatase_Level": 48.34984942, + "Alanine_Aminotransferase_Level": 22.63494617, + "Aspartate_Aminotransferase_Level": 15.95168628, + "Creatinine_Level": 1.367987965, + "LDH_Level": 141.5038816, + "Calcium_Level": 8.324448905, + "Phosphorus_Level": 3.979632129, + "Glucose_Level": 112.6644841, + "Potassium_Level": 4.740326923, + "Sodium_Level": 143.6851162, + "Smoking_Pack_Years": 39.12261874 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.21246852, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.70561283, + "White_Blood_Cell_Count": 8.247498953, + "Platelet_Count": 153.3123104, + "Albumin_Level": 3.483773597, + "Alkaline_Phosphatase_Level": 72.57308336, + "Alanine_Aminotransferase_Level": 18.02160534, + "Aspartate_Aminotransferase_Level": 33.22062884, + "Creatinine_Level": 0.772161618, + "LDH_Level": 137.4856356, + "Calcium_Level": 8.664750596, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.51277473, + "White_Blood_Cell_Count": 6.625494765, + "Platelet_Count": 343.2854038, + "Albumin_Level": 4.725930159, + "Alkaline_Phosphatase_Level": 40.96184461, + "Alanine_Aminotransferase_Level": 8.02700946, + "Aspartate_Aminotransferase_Level": 18.05575377, + "Creatinine_Level": 0.656969749, + "LDH_Level": 224.6455442, + "Calcium_Level": 8.786811709, + "Phosphorus_Level": 4.645022897, + "Glucose_Level": 126.754554, + "Potassium_Level": 3.725844696, + "Sodium_Level": 143.5395803, + "Smoking_Pack_Years": 88.94580531 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.03439212, + "White_Blood_Cell_Count": 5.659017223, + "Platelet_Count": 277.1255508, + "Albumin_Level": 4.062275349, + "Alkaline_Phosphatase_Level": 89.50257286, + "Alanine_Aminotransferase_Level": 29.88217239, + "Aspartate_Aminotransferase_Level": 27.17810862, + "Creatinine_Level": 0.974145095, + "LDH_Level": 189.8955792, + "Calcium_Level": 8.130960513, + "Phosphorus_Level": 4.309557856, + "Glucose_Level": 87.9771097, + "Potassium_Level": 3.843864631, + "Sodium_Level": 139.028818, + "Smoking_Pack_Years": 99.88837744 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.49179478, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.64693373, + "White_Blood_Cell_Count": 4.034622562, + "Platelet_Count": 325.6395673, + "Albumin_Level": 3.769623492, + "Alkaline_Phosphatase_Level": 90.77323681, + "Alanine_Aminotransferase_Level": 39.7262469, + "Aspartate_Aminotransferase_Level": 28.93481081, + "Creatinine_Level": 0.68930042, + "LDH_Level": 167.724224, + "Calcium_Level": 8.218959114, + "Phosphorus_Level": 2.562754533, + "Glucose_Level": 128.2296202, + "Potassium_Level": 3.900196323, + "Sodium_Level": 139.6732606, + "Smoking_Pack_Years": 94.87355449 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.56702139, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.83198866, + "White_Blood_Cell_Count": 7.052723538, + "Platelet_Count": 265.0685129, + "Albumin_Level": 3.519313015, + "Alkaline_Phosphatase_Level": 102.4655899, + "Alanine_Aminotransferase_Level": 7.341098513, + "Aspartate_Aminotransferase_Level": 41.37626972, + "Creatinine_Level": 0.841044423, + "LDH_Level": 188.169233, + "Calcium_Level": 9.208456365, + "Phosphorus_Level": 4.639272422, + "Glucose_Level": 143.3660638, + "Potassium_Level": 4.138966653, + "Sodium_Level": 139.2800366, + "Smoking_Pack_Years": 49.03011797 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.8090685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.09975537, + "White_Blood_Cell_Count": 9.514406811, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.50743761, + "White_Blood_Cell_Count": 8.32925923, + "Platelet_Count": 252.8487779, + "Albumin_Level": 3.257719266, + "Alkaline_Phosphatase_Level": 39.48684846, + "Alanine_Aminotransferase_Level": 10.59866433, + "Aspartate_Aminotransferase_Level": 23.13871491, + "Creatinine_Level": 1.210183587, + "LDH_Level": 158.950089, + "Calcium_Level": 8.346886128, + "Phosphorus_Level": 3.731134827, + "Glucose_Level": 127.0266817, + "Potassium_Level": 4.706396504, + "Sodium_Level": 135.9373286, + "Smoking_Pack_Years": 68.47538006 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.61611664, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.6092266, + "White_Blood_Cell_Count": 4.050643811, + "Platelet_Count": 250.7303838, + "Albumin_Level": 4.031915779, + "Alkaline_Phosphatase_Level": 99.82548137, + "Alanine_Aminotransferase_Level": 24.44042004, + "Aspartate_Aminotransferase_Level": 39.34746321, + "Creatinine_Level": 1.33334528, + "LDH_Level": 161.9142862, + "Calcium_Level": 10.01526322, + "Phosphorus_Level": 2.847651174, + "Glucose_Level": 110.6265727, + "Potassium_Level": 4.645213049, + "Sodium_Level": 139.1153935, + "Smoking_Pack_Years": 86.21756217 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.63324889, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.52305735, + "White_Blood_Cell_Count": 6.870034268, + "Platelet_Count": 284.3426228, + "Albumin_Level": 3.333376939, + "Alkaline_Phosphatase_Level": 86.46069609, + "Alanine_Aminotransferase_Level": 15.09059266, + "Aspartate_Aminotransferase_Level": 24.25074348, + "Creatinine_Level": 0.631820675, + "LDH_Level": 198.4897503, + "Calcium_Level": 9.608138382, + "Phosphorus_Level": 3.933673951, + "Glucose_Level": 141.1607092, + "Potassium_Level": 3.741810607, + "Sodium_Level": 142.7919497, + "Smoking_Pack_Years": 16.16015316 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.47742231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.089397, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.99339532, + "White_Blood_Cell_Count": 4.234640714, + "Platelet_Count": 224.4086862, + "Albumin_Level": 3.99618178, + "Alkaline_Phosphatase_Level": 111.1311673, + "Alanine_Aminotransferase_Level": 29.12330605, + "Aspartate_Aminotransferase_Level": 34.34878737, + "Creatinine_Level": 0.702738018, + "LDH_Level": 246.4502235, + "Calcium_Level": 8.283060655, + "Phosphorus_Level": 3.981197297, + "Glucose_Level": 115.5525124, + "Potassium_Level": 3.967519617, + "Sodium_Level": 143.5889861, + "Smoking_Pack_Years": 89.99339619 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.62246097, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.79297304, + "White_Blood_Cell_Count": 8.39968556, + "Platelet_Count": 329.0642347, + "Albumin_Level": 3.569602718, + "Alkaline_Phosphatase_Level": 84.20434896, + "Alanine_Aminotransferase_Level": 7.251478047, + "Aspartate_Aminotransferase_Level": 38.22900107, + "Creatinine_Level": 0.511619448, + "LDH_Level": 215.0548147, + "Calcium_Level": 9.444836871, + "Phosphorus_Level": 4.536511998, + "Glucose_Level": 93.61350669, + "Potassium_Level": 4.371219549, + "Sodium_Level": 140.738889, + "Smoking_Pack_Years": 57.53970193 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.90635037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.48862171, + "White_Blood_Cell_Count": 5.316474038, + "Platelet_Count": 417.6100313, + "Albumin_Level": 4.797825751, + "Alkaline_Phosphatase_Level": 101.6086238, + "Alanine_Aminotransferase_Level": 35.65971447, + "Aspartate_Aminotransferase_Level": 43.89956528, + "Creatinine_Level": 1.273195357, + "LDH_Level": 155.5474203, + "Calcium_Level": 9.749376901, + "Phosphorus_Level": 3.603829131, + "Glucose_Level": 143.370842, + "Potassium_Level": 4.436242171, + "Sodium_Level": 138.1559194, + "Smoking_Pack_Years": 5.36992266 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.97322725, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.88755328, + "White_Blood_Cell_Count": 7.375286056, + "Platelet_Count": 259.5107403, + "Albumin_Level": 4.564638413, + "Alkaline_Phosphatase_Level": 48.85257776, + "Alanine_Aminotransferase_Level": 8.150210829, + "Aspartate_Aminotransferase_Level": 33.2825179, + "Creatinine_Level": 1.459676953, + "LDH_Level": 245.9875967, + "Calcium_Level": 9.306872305, + "Phosphorus_Level": 3.691635213, + "Glucose_Level": 111.0215184, + "Potassium_Level": 3.593798216, + "Sodium_Level": 138.9523691, + "Smoking_Pack_Years": 76.35511627 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.24342776, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.65499793, + "White_Blood_Cell_Count": 6.795183913, + "Platelet_Count": 151.1026169, + "Albumin_Level": 4.055994211, + "Alkaline_Phosphatase_Level": 57.1717629, + "Alanine_Aminotransferase_Level": 31.90749538, + "Aspartate_Aminotransferase_Level": 33.09680443, + "Creatinine_Level": 1.032898567, + "LDH_Level": 137.5400119, + "Calcium_Level": 10.26894314, + "Phosphorus_Level": 3.377520469, + "Glucose_Level": 95.38690004, + "Potassium_Level": 3.761148191, + "Sodium_Level": 136.5158546, + "Smoking_Pack_Years": 34.59712998 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.7583668, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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3.947344006, + "Sodium_Level": 139.3963101, + "Smoking_Pack_Years": 97.1773644 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.41188039, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.16620707, + "White_Blood_Cell_Count": 4.830594713, + "Platelet_Count": 342.6968574, + "Albumin_Level": 4.013646155, + "Alkaline_Phosphatase_Level": 65.09077305, + "Alanine_Aminotransferase_Level": 32.42034597, + "Aspartate_Aminotransferase_Level": 12.7227765, + "Creatinine_Level": 1.314692677, + "LDH_Level": 124.0971522, + "Calcium_Level": 10.30968935, + "Phosphorus_Level": 3.310137514, + "Glucose_Level": 137.6003155, + "Potassium_Level": 4.42188117, + "Sodium_Level": 140.9142822, + "Smoking_Pack_Years": 0.150776474 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.41351054, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.07822103, + "White_Blood_Cell_Count": 5.977102149, + "Platelet_Count": 165.2828374, + "Albumin_Level": 4.931191592, + "Alkaline_Phosphatase_Level": 58.43358799, + "Alanine_Aminotransferase_Level": 30.25645845, + "Aspartate_Aminotransferase_Level": 32.62846752, + "Creatinine_Level": 0.903002285, + "LDH_Level": 206.6591533, + "Calcium_Level": 10.06804545, + "Phosphorus_Level": 4.432770303, + "Glucose_Level": 96.2686213, + "Potassium_Level": 3.834528927, + "Sodium_Level": 137.7524089, + "Smoking_Pack_Years": 23.84043211 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.02348132, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.57103263, + "White_Blood_Cell_Count": 9.164485673, + "Platelet_Count": 266.7247425, + "Albumin_Level": 4.064573823, + "Alkaline_Phosphatase_Level": 110.0864607, + "Alanine_Aminotransferase_Level": 9.101319071, + "Aspartate_Aminotransferase_Level": 24.3691596, + "Creatinine_Level": 0.762222966, + "LDH_Level": 202.6519479, + "Calcium_Level": 8.359615229, + "Phosphorus_Level": 2.549184846, + "Glucose_Level": 143.6081438, + "Potassium_Level": 3.797393217, + "Sodium_Level": 141.0167479, + "Smoking_Pack_Years": 47.40544894 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.10440572, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 18.69812952, + "Aspartate_Aminotransferase_Level": 28.89699499, + "Creatinine_Level": 0.945097204, + "LDH_Level": 103.4516326, + "Calcium_Level": 9.665297062, + "Phosphorus_Level": 3.450648175, + "Glucose_Level": 92.89348697, + "Potassium_Level": 4.78909361, + "Sodium_Level": 137.6340567, + "Smoking_Pack_Years": 70.66437591 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.30954804, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.23090998, + "White_Blood_Cell_Count": 6.32362098, + "Platelet_Count": 265.8877321, + "Albumin_Level": 3.589559793, + "Alkaline_Phosphatase_Level": 115.0357705, + "Alanine_Aminotransferase_Level": 8.102696604, + "Aspartate_Aminotransferase_Level": 29.85748414, + "Creatinine_Level": 1.382298144, + "LDH_Level": 157.5173536, + "Calcium_Level": 9.192813155, + "Phosphorus_Level": 3.392572797, + "Glucose_Level": 127.3063358, + "Potassium_Level": 3.97721368, + "Sodium_Level": 141.588247, + "Smoking_Pack_Years": 72.56962648 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.59532321, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.42468499, + "White_Blood_Cell_Count": 7.865138372, + "Platelet_Count": 230.0399839, + "Albumin_Level": 3.371491999, + "Alkaline_Phosphatase_Level": 50.72733552, + "Alanine_Aminotransferase_Level": 6.435334324, + "Aspartate_Aminotransferase_Level": 36.79344092, + "Creatinine_Level": 1.064013248, + "LDH_Level": 183.3954039, + "Calcium_Level": 8.510314365, + "Phosphorus_Level": 4.912742825, + "Glucose_Level": 126.6398751, + "Potassium_Level": 3.924912664, + "Sodium_Level": 141.1069101, + "Smoking_Pack_Years": 97.46171896 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.13808421, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.44289311, + "White_Blood_Cell_Count": 5.060613877, + "Platelet_Count": 252.3171021, + "Albumin_Level": 3.806785786, + "Alkaline_Phosphatase_Level": 47.7784031, + "Alanine_Aminotransferase_Level": 5.095094305, + "Aspartate_Aminotransferase_Level": 23.26520108, + "Creatinine_Level": 0.792641617, + "LDH_Level": 101.9822357, + "Calcium_Level": 9.310762748, + "Phosphorus_Level": 3.915675652, + "Glucose_Level": 115.4772103, + "Potassium_Level": 3.541190886, + "Sodium_Level": 137.1592285, + "Smoking_Pack_Years": 22.85815474 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.59468218, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.29832319, + "White_Blood_Cell_Count": 4.875921083, + "Platelet_Count": 387.9690316, + "Albumin_Level": 4.760969813, + "Alkaline_Phosphatase_Level": 41.80542363, + "Alanine_Aminotransferase_Level": 30.78141561, + "Aspartate_Aminotransferase_Level": 23.19894511, + "Creatinine_Level": 0.904492338, + "LDH_Level": 200.5926567, + "Calcium_Level": 8.606531506, + "Phosphorus_Level": 4.267361883, + "Glucose_Level": 74.91545585, + "Potassium_Level": 4.211514121, + "Sodium_Level": 138.8599157, + "Smoking_Pack_Years": 12.69960119 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.46472733, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.33926306, + "White_Blood_Cell_Count": 9.137046022, + "Platelet_Count": 363.444441, + "Albumin_Level": 3.814974436, + "Alkaline_Phosphatase_Level": 41.82161533, + "Alanine_Aminotransferase_Level": 17.91635099, + "Aspartate_Aminotransferase_Level": 25.57758765, + "Creatinine_Level": 1.250839806, + "LDH_Level": 192.7646438, + "Calcium_Level": 10.36303774, + "Phosphorus_Level": 3.232545463, + "Glucose_Level": 145.0055623, + "Potassium_Level": 4.769968429, + "Sodium_Level": 135.2860513, + "Smoking_Pack_Years": 90.58849985 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.52087734, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.51863396, + "White_Blood_Cell_Count": 4.112691888, + "Platelet_Count": 366.050126, + "Albumin_Level": 3.489857174, + "Alkaline_Phosphatase_Level": 71.404181, + "Alanine_Aminotransferase_Level": 12.5963154, + "Aspartate_Aminotransferase_Level": 40.76405559, + "Creatinine_Level": 0.552061968, + "LDH_Level": 128.8661104, + "Calcium_Level": 9.804711297, + "Phosphorus_Level": 4.636497971, + "Glucose_Level": 132.9834088, + "Potassium_Level": 4.168083841, + "Sodium_Level": 144.9041143, + "Smoking_Pack_Years": 32.36778411 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.39870816, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 39.38110997, + "Aspartate_Aminotransferase_Level": 35.60562672, + "Creatinine_Level": 1.036845563, + "LDH_Level": 217.7624834, + "Calcium_Level": 8.746017597, + "Phosphorus_Level": 3.143171636, + "Glucose_Level": 139.3389463, + "Potassium_Level": 4.394455957, + "Sodium_Level": 138.3297392, + "Smoking_Pack_Years": 97.52020918 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.78403298, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.04146857, + "White_Blood_Cell_Count": 4.392689765, + "Platelet_Count": 337.45448, + "Albumin_Level": 3.318607465, + "Alkaline_Phosphatase_Level": 66.17972608, + "Alanine_Aminotransferase_Level": 20.2012503, + "Aspartate_Aminotransferase_Level": 29.39192763, + "Creatinine_Level": 0.643121884, + "LDH_Level": 189.0461526, + "Calcium_Level": 9.433453675, + "Phosphorus_Level": 3.879039675, + "Glucose_Level": 140.9449671, + "Potassium_Level": 4.532658245, + "Sodium_Level": 136.6705725, + "Smoking_Pack_Years": 41.28626934 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.97781644, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.5815477, + "White_Blood_Cell_Count": 7.438231682, + "Platelet_Count": 266.7638788, + "Albumin_Level": 3.976188327, + "Alkaline_Phosphatase_Level": 104.3025823, + "Alanine_Aminotransferase_Level": 33.81990454, + "Aspartate_Aminotransferase_Level": 23.95474279, + "Creatinine_Level": 0.598780691, + "LDH_Level": 206.63888, + "Calcium_Level": 8.88336412, + "Phosphorus_Level": 3.963243318, + "Glucose_Level": 72.71206152, + "Potassium_Level": 4.025764787, + "Sodium_Level": 137.0950548, + "Smoking_Pack_Years": 25.92329586 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.41331421, + "Tumor_Location": 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"Glucose_Level": 119.7307895, + "Potassium_Level": 3.559682459, + "Sodium_Level": 136.6623397, + "Smoking_Pack_Years": 63.80568211 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.7335237, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.73005347, + "White_Blood_Cell_Count": 6.908849969, + "Platelet_Count": 284.6833161, + "Albumin_Level": 3.518114462, + "Alkaline_Phosphatase_Level": 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"Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.16526047, + "White_Blood_Cell_Count": 8.60459991, + "Platelet_Count": 422.8712801, + "Albumin_Level": 3.627869457, + "Alkaline_Phosphatase_Level": 95.15613146, + "Alanine_Aminotransferase_Level": 25.87658203, + "Aspartate_Aminotransferase_Level": 33.79255023, + "Creatinine_Level": 1.111373281, + "LDH_Level": 107.8490072, + "Calcium_Level": 9.253482434, + "Phosphorus_Level": 4.366887668, + "Glucose_Level": 72.69829683, + "Potassium_Level": 4.136507065, + "Sodium_Level": 137.9565107, + "Smoking_Pack_Years": 36.43525427 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.90662595, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.22316861, + "White_Blood_Cell_Count": 8.518240695, + "Platelet_Count": 337.2215536, + "Albumin_Level": 3.342762432, + "Alkaline_Phosphatase_Level": 55.62393262, + "Alanine_Aminotransferase_Level": 16.0448286, + "Aspartate_Aminotransferase_Level": 33.24878631, + "Creatinine_Level": 0.748173732, + "LDH_Level": 171.4450723, + "Calcium_Level": 10.0543472, + "Phosphorus_Level": 3.184563565, + "Glucose_Level": 105.1509509, + "Potassium_Level": 4.409407117, + "Sodium_Level": 137.6346173, + "Smoking_Pack_Years": 71.44353186 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.798258168, + "Glucose_Level": 106.0243501, + "Potassium_Level": 4.347916721, + "Sodium_Level": 142.9603597, + "Smoking_Pack_Years": 23.06294182 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.18829455, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.05248052, + "White_Blood_Cell_Count": 8.534427241, + "Platelet_Count": 342.9402368, + "Albumin_Level": 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.84945005, + "White_Blood_Cell_Count": 9.53527534, + "Platelet_Count": 323.8831986, + "Albumin_Level": 4.434581064, + "Alkaline_Phosphatase_Level": 44.91581064, + "Alanine_Aminotransferase_Level": 16.5904253, + "Aspartate_Aminotransferase_Level": 48.72984056, + "Creatinine_Level": 0.887275165, + "LDH_Level": 153.1126001, + "Calcium_Level": 9.721527667, + "Phosphorus_Level": 4.643972386, + "Glucose_Level": 110.925348, + "Potassium_Level": 4.06527763, + "Sodium_Level": 140.6249825, + "Smoking_Pack_Years": 20.58789773 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.50010565, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.49373037, + "White_Blood_Cell_Count": 4.307374761, + "Platelet_Count": 348.1038377, + "Albumin_Level": 3.238348841, + "Alkaline_Phosphatase_Level": 78.54851458, + "Alanine_Aminotransferase_Level": 18.37987675, + "Aspartate_Aminotransferase_Level": 32.10347015, + "Creatinine_Level": 0.730376576, + "LDH_Level": 112.483002, + "Calcium_Level": 9.402417925, + "Phosphorus_Level": 4.863149246, + "Glucose_Level": 92.12523157, + "Potassium_Level": 4.68765356, + "Sodium_Level": 138.8901324, + "Smoking_Pack_Years": 68.38386569 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.75371255, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.83704848, + "White_Blood_Cell_Count": 9.860857926, + "Platelet_Count": 190.7053023, + "Albumin_Level": 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"Tumor_Size_mm": 75.99491275, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.11376723, + "White_Blood_Cell_Count": 4.925067096, + "Platelet_Count": 395.4944741, + "Albumin_Level": 3.587586662, + "Alkaline_Phosphatase_Level": 46.5123172, + "Alanine_Aminotransferase_Level": 39.49831415, + "Aspartate_Aminotransferase_Level": 30.75333135, + "Creatinine_Level": 1.180278063, + "LDH_Level": 238.8664114, + "Calcium_Level": 8.695260975, + "Phosphorus_Level": 3.723184541, + "Glucose_Level": 115.7563804, + "Potassium_Level": 3.948249624, + "Sodium_Level": 144.830876, + "Smoking_Pack_Years": 11.54040765 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.45198302, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.11812164, + "White_Blood_Cell_Count": 5.011430369, + "Platelet_Count": 216.6756926, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.41543477, + "White_Blood_Cell_Count": 9.142289966, + "Platelet_Count": 387.9381559, + "Albumin_Level": 3.521097343, + "Alkaline_Phosphatase_Level": 66.73435965, + "Alanine_Aminotransferase_Level": 9.31978038, + "Aspartate_Aminotransferase_Level": 40.264727, + "Creatinine_Level": 1.363909125, + "LDH_Level": 106.6379007, + "Calcium_Level": 9.659331169, + "Phosphorus_Level": 4.892946841, + "Glucose_Level": 126.8605493, + "Potassium_Level": 4.091834657, + "Sodium_Level": 135.0409973, + "Smoking_Pack_Years": 53.27655351 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.45391761, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.91100497, + "White_Blood_Cell_Count": 7.830430192, + "Platelet_Count": 293.0743727, + "Albumin_Level": 4.292119278, + "Alkaline_Phosphatase_Level": 111.2960841, + "Alanine_Aminotransferase_Level": 6.123232404, + "Aspartate_Aminotransferase_Level": 23.64813454, + "Creatinine_Level": 1.369847315, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.7718148, + "White_Blood_Cell_Count": 3.697357874, + "Platelet_Count": 332.5366679, + "Albumin_Level": 3.098834158, + "Alkaline_Phosphatase_Level": 38.34910842, + "Alanine_Aminotransferase_Level": 33.27413015, + "Aspartate_Aminotransferase_Level": 32.640052, + "Creatinine_Level": 1.29055526, + "LDH_Level": 208.7973395, + "Calcium_Level": 10.34707062, + "Phosphorus_Level": 2.729296055, + "Glucose_Level": 74.98336242, + "Potassium_Level": 4.965704219, + "Sodium_Level": 141.6976716, + "Smoking_Pack_Years": 73.66731496 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.130485, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 21.07743464 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.96407119, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.99920133, + "White_Blood_Cell_Count": 7.468518321, + "Platelet_Count": 447.1706789, + "Albumin_Level": 3.354311578, + "Alkaline_Phosphatase_Level": 64.16609211, + "Alanine_Aminotransferase_Level": 27.83360383, + "Aspartate_Aminotransferase_Level": 46.35809909, + "Creatinine_Level": 0.820174652, + "LDH_Level": 130.0877447, + "Calcium_Level": 8.732909625, + "Phosphorus_Level": 2.783021464, + "Glucose_Level": 98.32213204, + "Potassium_Level": 3.601990092, + "Sodium_Level": 144.0100262, + "Smoking_Pack_Years": 84.4486549 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.02722835, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.31087704, + "White_Blood_Cell_Count": 9.732914285, + "Platelet_Count": 254.8029917, + "Albumin_Level": 4.00478506, + "Alkaline_Phosphatase_Level": 40.0976312, + "Alanine_Aminotransferase_Level": 36.11456698, + "Aspartate_Aminotransferase_Level": 39.15408982, + "Creatinine_Level": 1.182089794, + "LDH_Level": 151.9077424, + "Calcium_Level": 8.495189771, + "Phosphorus_Level": 3.418109514, + "Glucose_Level": 126.6925617, + "Potassium_Level": 4.538628121, + "Sodium_Level": 141.3611478, + "Smoking_Pack_Years": 14.48551373 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.92120265, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + 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"Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.54371688, + "White_Blood_Cell_Count": 3.560366851, + "Platelet_Count": 370.3651851, + "Albumin_Level": 3.570825111, + "Alkaline_Phosphatase_Level": 88.88916869, + "Alanine_Aminotransferase_Level": 13.67715187, + "Aspartate_Aminotransferase_Level": 31.10665822, + "Creatinine_Level": 0.962988448, + "LDH_Level": 125.5884206, + "Calcium_Level": 8.957785029, + "Phosphorus_Level": 4.662400602, + "Glucose_Level": 113.5610982, + "Potassium_Level": 4.858966774, + "Sodium_Level": 136.624314, + "Smoking_Pack_Years": 60.0007104 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.47676424, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.81859807, + "White_Blood_Cell_Count": 7.900269417, + "Platelet_Count": 264.0935518, + "Albumin_Level": 4.716039393, + "Alkaline_Phosphatase_Level": 49.60990883, + "Alanine_Aminotransferase_Level": 5.827653438, + "Aspartate_Aminotransferase_Level": 16.28805898, + "Creatinine_Level": 1.463002983, + "LDH_Level": 186.6991383, + "Calcium_Level": 9.623227194, + "Phosphorus_Level": 3.723448018, + "Glucose_Level": 146.1679431, + "Potassium_Level": 3.718626948, + "Sodium_Level": 138.8939521, + "Smoking_Pack_Years": 32.58370271 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.33070256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.36865081, + "White_Blood_Cell_Count": 8.950860054, + "Platelet_Count": 277.1841619, + "Albumin_Level": 3.969115085, + "Alkaline_Phosphatase_Level": 64.49713521, + "Alanine_Aminotransferase_Level": 38.48906268, + "Aspartate_Aminotransferase_Level": 40.62837037, + "Creatinine_Level": 0.635545973, + "LDH_Level": 218.3267674, + "Calcium_Level": 9.561634903, + "Phosphorus_Level": 3.646738242, + "Glucose_Level": 149.6150487, + "Potassium_Level": 3.635676633, + "Sodium_Level": 136.4515714, + "Smoking_Pack_Years": 99.3501115 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.50282055, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.10558521, + "White_Blood_Cell_Count": 8.843012736, + "Platelet_Count": 308.9008453, + "Albumin_Level": 4.017445916, + "Alkaline_Phosphatase_Level": 36.8515659, + "Alanine_Aminotransferase_Level": 21.10831398, + "Aspartate_Aminotransferase_Level": 19.94502621, + "Creatinine_Level": 0.844021232, + "LDH_Level": 209.5607621, + "Calcium_Level": 10.23375321, + "Phosphorus_Level": 4.437734421, + "Glucose_Level": 130.9962959, + "Potassium_Level": 4.065642084, + "Sodium_Level": 142.2258201, + "Smoking_Pack_Years": 27.33011578 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.80720892, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.58354376, + "White_Blood_Cell_Count": 8.493023486, + "Platelet_Count": 336.1169091, + "Albumin_Level": 4.549451264, + "Alkaline_Phosphatase_Level": 70.36906387, + "Alanine_Aminotransferase_Level": 35.13672835, + "Aspartate_Aminotransferase_Level": 42.4951316, + "Creatinine_Level": 1.135329187, + "LDH_Level": 207.1237898, + "Calcium_Level": 9.521805812, + "Phosphorus_Level": 2.820352495, + "Glucose_Level": 128.3322251, + "Potassium_Level": 4.85768298, + "Sodium_Level": 140.3300445, + "Smoking_Pack_Years": 77.52782214 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.36772036, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.61523538, + "White_Blood_Cell_Count": 9.969554374, + "Platelet_Count": 178.8874069, + "Albumin_Level": 4.214794417, + "Alkaline_Phosphatase_Level": 66.02385986, + 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.24844097, + "White_Blood_Cell_Count": 4.090883664, + "Platelet_Count": 239.0842949, + "Albumin_Level": 3.381841535, + "Alkaline_Phosphatase_Level": 31.11365502, + "Alanine_Aminotransferase_Level": 7.397031108, + "Aspartate_Aminotransferase_Level": 40.46627189, + "Creatinine_Level": 0.745056061, + "LDH_Level": 178.8351443, + "Calcium_Level": 9.823456081, + "Phosphorus_Level": 4.978448192, + "Glucose_Level": 87.62246957, + "Potassium_Level": 4.471054463, + "Sodium_Level": 141.9892193, + "Smoking_Pack_Years": 9.842009479 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.86784283, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.55166128, + "White_Blood_Cell_Count": 3.836128675, + "Platelet_Count": 346.1374915, + "Albumin_Level": 4.241017714, + "Alkaline_Phosphatase_Level": 34.7562754, + "Alanine_Aminotransferase_Level": 34.70572835, + "Aspartate_Aminotransferase_Level": 38.31768839, + "Creatinine_Level": 0.738900858, + "LDH_Level": 107.8692754, + "Calcium_Level": 9.721815459, + "Phosphorus_Level": 3.949909741, + "Glucose_Level": 78.89946066, + "Potassium_Level": 3.537292798, + "Sodium_Level": 137.7064488, + "Smoking_Pack_Years": 63.43786791 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.55052245, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.89686467, + "White_Blood_Cell_Count": 4.789164388, + "Platelet_Count": 343.7864886, + "Albumin_Level": 3.31751492, + "Alkaline_Phosphatase_Level": 84.73778597, + "Alanine_Aminotransferase_Level": 22.93311634, + "Aspartate_Aminotransferase_Level": 25.62278256, + "Creatinine_Level": 1.278707037, + "LDH_Level": 182.6119134, + "Calcium_Level": 8.700447082, + "Phosphorus_Level": 4.249924146, + "Glucose_Level": 114.4916541, + "Potassium_Level": 4.043559179, + "Sodium_Level": 135.8927217, + "Smoking_Pack_Years": 78.29267194 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.74887688, + "White_Blood_Cell_Count": 5.662909485, + "Platelet_Count": 372.6880286, + "Albumin_Level": 4.252185384, + "Alkaline_Phosphatase_Level": 54.37632477, + "Alanine_Aminotransferase_Level": 10.65058047, + "Aspartate_Aminotransferase_Level": 17.0986971, + "Creatinine_Level": 1.485332227, + "LDH_Level": 212.752128, + "Calcium_Level": 9.306800671, + "Phosphorus_Level": 3.824514499, + "Glucose_Level": 101.5592697, + "Potassium_Level": 3.917441159, + "Sodium_Level": 136.9002549, + "Smoking_Pack_Years": 47.74795605 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.60338025, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.90980067, + "White_Blood_Cell_Count": 8.4132436, + "Platelet_Count": 392.1327458, + "Albumin_Level": 3.732493993, + "Alkaline_Phosphatase_Level": 30.20728368, + "Alanine_Aminotransferase_Level": 30.64394915, + "Aspartate_Aminotransferase_Level": 30.54435234, + "Creatinine_Level": 0.846819396, + "LDH_Level": 169.3298839, + "Calcium_Level": 10.10993355, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 60.07244105, + "Alanine_Aminotransferase_Level": 26.64766628, + "Aspartate_Aminotransferase_Level": 21.71373415, + "Creatinine_Level": 0.88441171, + "LDH_Level": 175.6556749, + "Calcium_Level": 9.182179037, + "Phosphorus_Level": 3.303664717, + "Glucose_Level": 88.89241417, + "Potassium_Level": 3.812419052, + "Sodium_Level": 136.8796755, + "Smoking_Pack_Years": 68.63926363 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.11777401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 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+ "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.68645022, + "White_Blood_Cell_Count": 5.01014173, + "Platelet_Count": 281.16968, + "Albumin_Level": 3.29596901, + "Alkaline_Phosphatase_Level": 104.5696688, + "Alanine_Aminotransferase_Level": 20.32234746, + "Aspartate_Aminotransferase_Level": 31.76984465, + "Creatinine_Level": 0.861000327, + "LDH_Level": 151.8933722, + "Calcium_Level": 8.946298037, + "Phosphorus_Level": 3.75832228, + "Glucose_Level": 92.67507863, + "Potassium_Level": 4.471462343, + "Sodium_Level": 143.5364397, + "Smoking_Pack_Years": 64.20968763 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.77220986, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.90280254, + "White_Blood_Cell_Count": 5.230132068, + "Platelet_Count": 276.0597053, + "Albumin_Level": 4.916397358, + "Alkaline_Phosphatase_Level": 98.06203109, + "Alanine_Aminotransferase_Level": 17.69188614, + "Aspartate_Aminotransferase_Level": 31.34362754, + "Creatinine_Level": 0.801513893, + "LDH_Level": 231.232953, + "Calcium_Level": 9.448140544, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.45629516, + "White_Blood_Cell_Count": 9.727495815, + "Platelet_Count": 188.3036174, + "Albumin_Level": 4.523586411, + "Alkaline_Phosphatase_Level": 110.1608634, + "Alanine_Aminotransferase_Level": 8.652897382, + "Aspartate_Aminotransferase_Level": 15.00477568, + "Creatinine_Level": 0.519831267, + "LDH_Level": 129.0241629, + "Calcium_Level": 9.791004274, + "Phosphorus_Level": 4.168175855, + "Glucose_Level": 84.38291928, + "Potassium_Level": 4.481275599, + "Sodium_Level": 142.9178438, + "Smoking_Pack_Years": 64.53624725 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.73812605, + "White_Blood_Cell_Count": 5.353833292, + "Platelet_Count": 365.0811305, + "Albumin_Level": 4.825697971, + "Alkaline_Phosphatase_Level": 73.58350086, + "Alanine_Aminotransferase_Level": 14.20545812, + "Aspartate_Aminotransferase_Level": 23.50195466, + "Creatinine_Level": 1.449194446, + "LDH_Level": 231.3905948, + "Calcium_Level": 10.08190615, + "Phosphorus_Level": 2.983317043, + "Glucose_Level": 117.6564676, + "Potassium_Level": 4.527584346, + "Sodium_Level": 135.4542124, + "Smoking_Pack_Years": 55.17650622 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.92362849, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.3379399, + "White_Blood_Cell_Count": 6.052602531, + "Platelet_Count": 171.029049, + "Albumin_Level": 3.713466129, + "Alkaline_Phosphatase_Level": 88.49503595, + "Alanine_Aminotransferase_Level": 17.89973794, + "Aspartate_Aminotransferase_Level": 49.68699471, + "Creatinine_Level": 0.638428796, + "LDH_Level": 100.4167244, + "Calcium_Level": 9.021330265, + "Phosphorus_Level": 4.180782537, + "Glucose_Level": 111.867011, + "Potassium_Level": 4.899917663, + "Sodium_Level": 140.9598842, + "Smoking_Pack_Years": 38.04044274 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.79803293, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.45575258, + "White_Blood_Cell_Count": 4.600672352, + "Platelet_Count": 208.2180353, + "Albumin_Level": 4.606208816, + "Alkaline_Phosphatase_Level": 119.4009335, + "Alanine_Aminotransferase_Level": 11.93314069, + "Aspartate_Aminotransferase_Level": 27.20188722, + "Creatinine_Level": 0.896052876, + "LDH_Level": 190.3744654, + "Calcium_Level": 9.621239673, + "Phosphorus_Level": 4.92238068, + "Glucose_Level": 118.1921052, + "Potassium_Level": 3.864366084, + "Sodium_Level": 140.3127631, + "Smoking_Pack_Years": 32.90254932 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.66033694, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.08084663, + "White_Blood_Cell_Count": 8.323981692, + "Platelet_Count": 181.6157307, + "Albumin_Level": 4.36967284, + "Alkaline_Phosphatase_Level": 71.77809492, + "Alanine_Aminotransferase_Level": 31.99865286, + "Aspartate_Aminotransferase_Level": 11.30134195, + "Creatinine_Level": 1.315274529, + "LDH_Level": 175.61843, + "Calcium_Level": 8.427517716, + "Phosphorus_Level": 4.406896297, + "Glucose_Level": 79.55226246, + "Potassium_Level": 4.612207926, + "Sodium_Level": 137.8660909, + "Smoking_Pack_Years": 42.67921288 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.60364054, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.01031439, + "White_Blood_Cell_Count": 3.69216245, + "Platelet_Count": 344.3842247, + "Albumin_Level": 4.999964558, + "Alkaline_Phosphatase_Level": 69.67933977, + "Alanine_Aminotransferase_Level": 17.82874994, + "Aspartate_Aminotransferase_Level": 24.00348177, + "Creatinine_Level": 1.383776483, + "LDH_Level": 173.6638281, + "Calcium_Level": 8.445314847, + "Phosphorus_Level": 3.270181774, + "Glucose_Level": 121.4588987, + "Potassium_Level": 4.16727576, + "Sodium_Level": 135.1057696, 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"Aspartate_Aminotransferase_Level": 21.49552985, + "Creatinine_Level": 1.400256956, + "LDH_Level": 231.1963028, + "Calcium_Level": 8.521717002, + "Phosphorus_Level": 2.853802545, + "Glucose_Level": 120.3965319, + "Potassium_Level": 4.743847163, + "Sodium_Level": 142.8620753, + "Smoking_Pack_Years": 86.31173899 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.38874877, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 90, + 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.69454876, + "White_Blood_Cell_Count": 7.920851309, + "Platelet_Count": 281.9832129, + "Albumin_Level": 3.426695432, + "Alkaline_Phosphatase_Level": 67.64260233, + "Alanine_Aminotransferase_Level": 18.88915309, + "Aspartate_Aminotransferase_Level": 29.21930706, + "Creatinine_Level": 1.429999122, + "LDH_Level": 160.6583258, + "Calcium_Level": 9.805922462, + "Phosphorus_Level": 2.563719904, + "Glucose_Level": 130.2064973, + "Potassium_Level": 4.871376675, + "Sodium_Level": 138.9810464, + "Smoking_Pack_Years": 62.34064315 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.56516818, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", 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"Alanine_Aminotransferase_Level": 26.95165147, + "Aspartate_Aminotransferase_Level": 24.95256107, + "Creatinine_Level": 0.61720074, + "LDH_Level": 133.1663575, + "Calcium_Level": 9.460724391, + "Phosphorus_Level": 4.580613504, + "Glucose_Level": 105.0858927, + "Potassium_Level": 4.151525847, + "Sodium_Level": 144.2920636, + "Smoking_Pack_Years": 46.96094672 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.66307415, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.46737157, + "White_Blood_Cell_Count": 6.413548571, + "Platelet_Count": 215.2718531, + "Albumin_Level": 4.101639269, + "Alkaline_Phosphatase_Level": 99.73534307, + "Alanine_Aminotransferase_Level": 16.10395199, + "Aspartate_Aminotransferase_Level": 25.68018584, + "Creatinine_Level": 0.623481548, + "LDH_Level": 120.931355, + "Calcium_Level": 8.228563201, + "Phosphorus_Level": 3.72418744, + "Glucose_Level": 115.6103169, + "Potassium_Level": 4.375867399, + "Sodium_Level": 142.8059247, + "Smoking_Pack_Years": 18.87397968 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.1792503, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.98377761, + "White_Blood_Cell_Count": 3.568431645, + "Platelet_Count": 272.6448333, + "Albumin_Level": 3.398116768, + "Alkaline_Phosphatase_Level": 77.40123463, + "Alanine_Aminotransferase_Level": 21.21422487, + "Aspartate_Aminotransferase_Level": 15.72899507, + "Creatinine_Level": 1.471370823, + "LDH_Level": 237.4583788, + "Calcium_Level": 9.997132322, + "Phosphorus_Level": 4.007447008, + "Glucose_Level": 87.78956634, + "Potassium_Level": 4.584390937, + "Sodium_Level": 135.0645074, + "Smoking_Pack_Years": 55.77926412 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.91139574, + "Tumor_Location": 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"Glucose_Level": 124.9688528, + "Potassium_Level": 4.989822486, + "Sodium_Level": 139.6476422, + "Smoking_Pack_Years": 1.730313758 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.75665604, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.06749778, + "White_Blood_Cell_Count": 6.879228736, + "Platelet_Count": 320.1094324, + "Albumin_Level": 4.860966044, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.84454165, + "White_Blood_Cell_Count": 7.117986462, + "Platelet_Count": 325.9539963, + "Albumin_Level": 4.641803085, + "Alkaline_Phosphatase_Level": 50.75672125, + "Alanine_Aminotransferase_Level": 28.89046615, + "Aspartate_Aminotransferase_Level": 22.53129516, + "Creatinine_Level": 1.396533447, + "LDH_Level": 104.907739, + "Calcium_Level": 9.853608773, + "Phosphorus_Level": 3.901839728, + "Glucose_Level": 106.0221913, + "Potassium_Level": 4.225177921, + "Sodium_Level": 141.5570835, + "Smoking_Pack_Years": 8.205069025 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.38020178, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.85860114, + "White_Blood_Cell_Count": 7.371413739, + "Platelet_Count": 443.418257, + "Albumin_Level": 3.27346539, + "Alkaline_Phosphatase_Level": 111.4121629, + "Alanine_Aminotransferase_Level": 21.21714133, + "Aspartate_Aminotransferase_Level": 41.30366262, + "Creatinine_Level": 1.307063179, + "LDH_Level": 129.7197354, + "Calcium_Level": 9.823323869, + "Phosphorus_Level": 2.907140533, + "Glucose_Level": 145.9110147, + "Potassium_Level": 3.863842048, + "Sodium_Level": 144.4169558, + "Smoking_Pack_Years": 15.71364993 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.93957212, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.50747442, + "White_Blood_Cell_Count": 4.92380576, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.26491755, + "White_Blood_Cell_Count": 8.182000243, + "Platelet_Count": 242.9939143, + "Albumin_Level": 3.506879613, + "Alkaline_Phosphatase_Level": 109.4545293, + "Alanine_Aminotransferase_Level": 19.78806942, + "Aspartate_Aminotransferase_Level": 37.61237896, + "Creatinine_Level": 1.46699296, + "LDH_Level": 138.9553014, + "Calcium_Level": 9.941242172, + "Phosphorus_Level": 3.283372901, + "Glucose_Level": 131.6740821, + "Potassium_Level": 4.195221046, + "Sodium_Level": 140.580065, + "Smoking_Pack_Years": 91.96396426 + }, + { + "Age": 44, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.18632247, + "White_Blood_Cell_Count": 5.720376034, + "Platelet_Count": 319.9301845, + "Albumin_Level": 4.457592696, + "Alkaline_Phosphatase_Level": 76.1185989, + "Alanine_Aminotransferase_Level": 24.16694547, + "Aspartate_Aminotransferase_Level": 38.74746018, + "Creatinine_Level": 1.005846065, + "LDH_Level": 167.310388, + "Calcium_Level": 10.11233193, + "Phosphorus_Level": 4.74361599, + "Glucose_Level": 99.07773561, + "Potassium_Level": 4.062660562, + "Sodium_Level": 144.3664512, + "Smoking_Pack_Years": 69.30075214 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.66754833, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.9356814, + "White_Blood_Cell_Count": 4.086373495, + "Platelet_Count": 270.9506193, + "Albumin_Level": 4.323375993, + "Alkaline_Phosphatase_Level": 88.29909819, + "Alanine_Aminotransferase_Level": 17.87823003, + "Aspartate_Aminotransferase_Level": 24.85027936, + "Creatinine_Level": 0.817059388, + "LDH_Level": 240.262372, + "Calcium_Level": 9.917408713, + "Phosphorus_Level": 4.558316132, + "Glucose_Level": 76.69525696, + "Potassium_Level": 3.618431745, + "Sodium_Level": 138.9437202, + "Smoking_Pack_Years": 84.33511512 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.5949651, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.77967282, + "White_Blood_Cell_Count": 8.552121378, + "Platelet_Count": 409.4415465, + "Albumin_Level": 4.432878631, + "Alkaline_Phosphatase_Level": 30.84441165, + "Alanine_Aminotransferase_Level": 34.58672785, + "Aspartate_Aminotransferase_Level": 29.44432909, + "Creatinine_Level": 0.685985433, + 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.67739247, + "White_Blood_Cell_Count": 9.716955525, + "Platelet_Count": 188.3904089, + "Albumin_Level": 3.5773433, + "Alkaline_Phosphatase_Level": 64.1899101, + "Alanine_Aminotransferase_Level": 11.41620191, + "Aspartate_Aminotransferase_Level": 44.00283142, + "Creatinine_Level": 0.712129656, + "LDH_Level": 226.5686986, + "Calcium_Level": 9.831977816, + "Phosphorus_Level": 3.631211637, + "Glucose_Level": 108.8555738, + "Potassium_Level": 4.844142525, + "Sodium_Level": 135.2265243, + "Smoking_Pack_Years": 88.45498703 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.90272039, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.3131609, + "White_Blood_Cell_Count": 8.901267645, + "Platelet_Count": 380.2726959, + "Albumin_Level": 4.009768107, + "Alkaline_Phosphatase_Level": 109.217213, + "Alanine_Aminotransferase_Level": 7.593994694, + "Aspartate_Aminotransferase_Level": 46.16743281, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.32109778, + "White_Blood_Cell_Count": 6.612645203, + "Platelet_Count": 167.7686683, + "Albumin_Level": 4.934042832, + "Alkaline_Phosphatase_Level": 72.74114197, + "Alanine_Aminotransferase_Level": 9.553777783, + "Aspartate_Aminotransferase_Level": 18.41318994, + "Creatinine_Level": 1.166954902, + "LDH_Level": 201.1789208, + "Calcium_Level": 9.135492291, + "Phosphorus_Level": 4.855990414, + "Glucose_Level": 147.6618531, + "Potassium_Level": 3.706596621, + "Sodium_Level": 138.7877723, + "Smoking_Pack_Years": 12.25831786 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.26693512, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.11538443, + "White_Blood_Cell_Count": 8.648023979, + "Platelet_Count": 263.5395847, + "Albumin_Level": 3.164194886, + "Alkaline_Phosphatase_Level": 57.29227483, + "Alanine_Aminotransferase_Level": 23.55988628, + "Aspartate_Aminotransferase_Level": 42.33842642, + "Creatinine_Level": 0.56984996, + "LDH_Level": 189.3637627, + "Calcium_Level": 8.814911072, + "Phosphorus_Level": 2.902007015, + "Glucose_Level": 132.7352391, + "Potassium_Level": 3.828229528, + "Sodium_Level": 137.675597, + "Smoking_Pack_Years": 23.04822034 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.21534424, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.99181005, + "White_Blood_Cell_Count": 5.484317235, + "Platelet_Count": 440.4773784, + "Albumin_Level": 3.281099587, + "Alkaline_Phosphatase_Level": 70.70455289, + "Alanine_Aminotransferase_Level": 5.523178034, + "Aspartate_Aminotransferase_Level": 38.3915115, + "Creatinine_Level": 1.084002557, + "LDH_Level": 167.1073511, + "Calcium_Level": 8.629999245, + "Phosphorus_Level": 3.652197218, + "Glucose_Level": 123.9083886, + "Potassium_Level": 3.734453541, + "Sodium_Level": 135.0102978, + "Smoking_Pack_Years": 1.30730332 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.61766911, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.48108854, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.27735809, + "White_Blood_Cell_Count": 6.22675607, + "Platelet_Count": 325.4416786, + "Albumin_Level": 3.95884903, + "Alkaline_Phosphatase_Level": 83.84673639, + "Alanine_Aminotransferase_Level": 39.34957136, + "Aspartate_Aminotransferase_Level": 34.64109338, + "Creatinine_Level": 1.459827714, + "LDH_Level": 162.7160521, + "Calcium_Level": 10.46941265, + "Phosphorus_Level": 4.641374187, + "Glucose_Level": 74.81399745, + "Potassium_Level": 4.848267428, + "Sodium_Level": 136.464228, + "Smoking_Pack_Years": 36.82776065 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.62957238, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.12509047, + "White_Blood_Cell_Count": 5.743971701, + "Platelet_Count": 180.9578625, + "Albumin_Level": 4.788526808, + "Alkaline_Phosphatase_Level": 50.24639543, + "Alanine_Aminotransferase_Level": 5.858201118, + "Aspartate_Aminotransferase_Level": 14.35160768, + "Creatinine_Level": 0.771243546, + "LDH_Level": 185.7169952, + "Calcium_Level": 8.98540493, + "Phosphorus_Level": 3.040610524, + "Glucose_Level": 126.6034187, + "Potassium_Level": 4.190715757, + "Sodium_Level": 139.9794834, + "Smoking_Pack_Years": 44.80168145 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.02851589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.25492717, + "White_Blood_Cell_Count": 7.345782336, + "Platelet_Count": 261.0092265, + "Albumin_Level": 3.730291367, + "Alkaline_Phosphatase_Level": 113.0164849, + "Alanine_Aminotransferase_Level": 6.022758939, + "Aspartate_Aminotransferase_Level": 16.22138714, + "Creatinine_Level": 1.375139002, + "LDH_Level": 138.5131518, + "Calcium_Level": 8.90149306, + "Phosphorus_Level": 3.119097836, + "Glucose_Level": 90.4144287, + "Potassium_Level": 4.070684474, + "Sodium_Level": 139.1468451, + "Smoking_Pack_Years": 37.1921457 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.47187372, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.41498647, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.00617017, + "White_Blood_Cell_Count": 9.310883978, + "Platelet_Count": 382.511499, + "Albumin_Level": 4.448522312, + "Alkaline_Phosphatase_Level": 92.2648938, + "Alanine_Aminotransferase_Level": 5.820490957, + "Aspartate_Aminotransferase_Level": 37.18093698, + "Creatinine_Level": 0.512425211, + "LDH_Level": 104.1694, + "Calcium_Level": 10.2938877, + "Phosphorus_Level": 4.363499907, + "Glucose_Level": 149.1506916, + "Potassium_Level": 4.122816068, + "Sodium_Level": 139.4275127, + "Smoking_Pack_Years": 37.76243701 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.28268837, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.74829134, + "White_Blood_Cell_Count": 4.268439858, + "Platelet_Count": 341.4634922, + "Albumin_Level": 3.731511299, + "Alkaline_Phosphatase_Level": 93.34491042, + "Alanine_Aminotransferase_Level": 14.93396598, + "Aspartate_Aminotransferase_Level": 46.4348924, + "Creatinine_Level": 0.939585012, + "LDH_Level": 192.5985576, + "Calcium_Level": 9.295569569, + "Phosphorus_Level": 3.37794796, + "Glucose_Level": 134.0098666, + "Potassium_Level": 4.31059744, + "Sodium_Level": 138.6913014, + "Smoking_Pack_Years": 54.60134036 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.92994064, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.55519494, + "White_Blood_Cell_Count": 7.184823397, + "Platelet_Count": 380.6350438, + "Albumin_Level": 3.102593485, + "Alkaline_Phosphatase_Level": 102.8894759, + "Alanine_Aminotransferase_Level": 17.22944511, + "Aspartate_Aminotransferase_Level": 34.95911439, + "Creatinine_Level": 0.714020138, + "LDH_Level": 131.6062294, + "Calcium_Level": 10.19216847, + "Phosphorus_Level": 4.459210683, + "Glucose_Level": 144.2371452, + "Potassium_Level": 3.641979315, + "Sodium_Level": 140.8874604, + "Smoking_Pack_Years": 20.29201049 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.45878718, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.96738904, + "White_Blood_Cell_Count": 7.577711326, + "Platelet_Count": 382.7259799, + "Albumin_Level": 3.931427576, + "Alkaline_Phosphatase_Level": 53.3058916, + "Alanine_Aminotransferase_Level": 26.20856102, + "Aspartate_Aminotransferase_Level": 11.06942596, + "Creatinine_Level": 1.308352823, + "LDH_Level": 223.7579166, + "Calcium_Level": 9.707883038, + "Phosphorus_Level": 3.485684635, + "Glucose_Level": 72.37654394, + "Potassium_Level": 4.682967248, + "Sodium_Level": 140.6330626, + "Smoking_Pack_Years": 15.553597 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.34451384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.9792924, + "White_Blood_Cell_Count": 4.165649829, + "Platelet_Count": 271.1624647, + "Albumin_Level": 4.560282069, + "Alkaline_Phosphatase_Level": 46.68566555, + "Alanine_Aminotransferase_Level": 36.82856914, + "Aspartate_Aminotransferase_Level": 35.82006452, + "Creatinine_Level": 0.975094271, + "LDH_Level": 133.2896361, + "Calcium_Level": 9.885295872, + "Phosphorus_Level": 4.962984463, + "Glucose_Level": 101.0094144, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 28.5063391, + "Aspartate_Aminotransferase_Level": 16.60116752, + "Creatinine_Level": 1.374613345, + "LDH_Level": 203.0233891, + "Calcium_Level": 9.974646006, + "Phosphorus_Level": 3.359271734, + "Glucose_Level": 101.9354845, + "Potassium_Level": 4.396815201, + "Sodium_Level": 142.2068071, + "Smoking_Pack_Years": 51.70689406 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.78035491, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.61404441, + "White_Blood_Cell_Count": 8.471274606, + "Platelet_Count": 300.0971213, + "Albumin_Level": 3.339508171, + "Alkaline_Phosphatase_Level": 98.67693773, + "Alanine_Aminotransferase_Level": 25.67890455, + "Aspartate_Aminotransferase_Level": 18.34164493, + "Creatinine_Level": 0.64480103, + "LDH_Level": 111.5772072, + "Calcium_Level": 9.907422699, + "Phosphorus_Level": 4.816354347, + "Glucose_Level": 83.82290427, + "Potassium_Level": 3.755716894, + "Sodium_Level": 142.7942597, + "Smoking_Pack_Years": 48.64773383 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.36250708, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.92391504, + "White_Blood_Cell_Count": 8.480507601, + "Platelet_Count": 423.9782243, + "Albumin_Level": 3.563524883, + "Alkaline_Phosphatase_Level": 36.37467488, + "Alanine_Aminotransferase_Level": 19.90460484, + "Aspartate_Aminotransferase_Level": 15.77699037, + "Creatinine_Level": 0.506086122, + "LDH_Level": 177.3240314, + "Calcium_Level": 9.779603998, + "Phosphorus_Level": 4.253824643, + "Glucose_Level": 148.9412066, + "Potassium_Level": 4.618054032, + "Sodium_Level": 143.7125744, + "Smoking_Pack_Years": 38.64805043 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.73706664, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.41966842, + "White_Blood_Cell_Count": 7.665219068, + "Platelet_Count": 296.9516113, + "Albumin_Level": 3.32508192, + "Alkaline_Phosphatase_Level": 34.76596838, + "Alanine_Aminotransferase_Level": 39.80802805, + "Aspartate_Aminotransferase_Level": 15.79131125, + "Creatinine_Level": 0.661889704, + "LDH_Level": 245.4987139, + "Calcium_Level": 9.897764447, + "Phosphorus_Level": 3.240310436, + "Glucose_Level": 78.47773079, + "Potassium_Level": 4.501253064, + "Sodium_Level": 139.7254049, + "Smoking_Pack_Years": 56.96557819 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.71267021, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.30113897, + "White_Blood_Cell_Count": 6.227408595, + "Platelet_Count": 176.5074162, + "Albumin_Level": 4.790678618, + "Alkaline_Phosphatase_Level": 64.64169643, + "Alanine_Aminotransferase_Level": 27.50247565, + "Aspartate_Aminotransferase_Level": 21.97409249, + "Creatinine_Level": 0.777788441, + "LDH_Level": 238.5551227, + "Calcium_Level": 8.36815653, + "Phosphorus_Level": 4.214072901, + "Glucose_Level": 111.4767334, + "Potassium_Level": 4.627800303, + "Sodium_Level": 140.0493921, + "Smoking_Pack_Years": 17.15862696 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.91267472, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.04929639, + "White_Blood_Cell_Count": 8.504835738, + "Platelet_Count": 223.8739353, + "Albumin_Level": 4.720543975, + "Alkaline_Phosphatase_Level": 101.782025, + "Alanine_Aminotransferase_Level": 39.87021664, + "Aspartate_Aminotransferase_Level": 18.07661851, + "Creatinine_Level": 1.04060881, + "LDH_Level": 139.5887634, + "Calcium_Level": 10.29783254, + "Phosphorus_Level": 4.243190315, + "Glucose_Level": 143.9460401, + "Potassium_Level": 4.945012886, + "Sodium_Level": 143.1672383, + "Smoking_Pack_Years": 26.73216925 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.52054413, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.03136357, + "White_Blood_Cell_Count": 8.83731679, + "Platelet_Count": 361.7436477, + "Albumin_Level": 4.709755612, + "Alkaline_Phosphatase_Level": 60.88586333, + "Alanine_Aminotransferase_Level": 35.02237001, + "Aspartate_Aminotransferase_Level": 27.40201873, + "Creatinine_Level": 1.048282775, + "LDH_Level": 240.28363, + "Calcium_Level": 8.86320263, + "Phosphorus_Level": 4.587127306, + "Glucose_Level": 115.9371248, + "Potassium_Level": 4.13982105, + "Sodium_Level": 140.5934576, + "Smoking_Pack_Years": 62.99432352 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.15855569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.59057064, + "White_Blood_Cell_Count": 9.751535693, + "Platelet_Count": 385.7039179, + "Albumin_Level": 4.127911694, + "Alkaline_Phosphatase_Level": 47.95971154, + "Alanine_Aminotransferase_Level": 21.25036838, + "Aspartate_Aminotransferase_Level": 29.76277079, + "Creatinine_Level": 1.388726944, + "LDH_Level": 220.7461073, + "Calcium_Level": 9.376850605, + "Phosphorus_Level": 4.346253484, + "Glucose_Level": 94.3195288, + "Potassium_Level": 3.70047156, + "Sodium_Level": 139.3533747, + "Smoking_Pack_Years": 0.12153419 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.46543964, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.26143025, + "White_Blood_Cell_Count": 7.103305244, + "Platelet_Count": 260.5878182, + "Albumin_Level": 4.717198499, + "Alkaline_Phosphatase_Level": 115.7684341, + "Alanine_Aminotransferase_Level": 21.62658623, + "Aspartate_Aminotransferase_Level": 37.04037916, + "Creatinine_Level": 1.134685393, + "LDH_Level": 238.7575178, + "Calcium_Level": 10.13858336, + "Phosphorus_Level": 4.276447403, + "Glucose_Level": 132.8469033, + "Potassium_Level": 3.565348391, + "Sodium_Level": 144.5576144, + "Smoking_Pack_Years": 60.02015104 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.31192684, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.39528239, + "White_Blood_Cell_Count": 8.097018418, + "Platelet_Count": 336.5654147, + "Albumin_Level": 4.594200093, + "Alkaline_Phosphatase_Level": 106.5694074, + "Alanine_Aminotransferase_Level": 22.33961287, + "Aspartate_Aminotransferase_Level": 16.35118957, + "Creatinine_Level": 0.654298242, + "LDH_Level": 184.887462, + "Calcium_Level": 9.663802387, + "Phosphorus_Level": 4.385937611, + "Glucose_Level": 122.430545, + "Potassium_Level": 4.123948216, + "Sodium_Level": 136.3658988, + "Smoking_Pack_Years": 29.91983975 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.95329277, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.15482857, + "White_Blood_Cell_Count": 7.734409448, + "Platelet_Count": 398.115991, + "Albumin_Level": 3.813855631, + "Alkaline_Phosphatase_Level": 33.91610629, + "Alanine_Aminotransferase_Level": 36.73265674, + "Aspartate_Aminotransferase_Level": 27.24112639, + "Creatinine_Level": 0.791188897, + "LDH_Level": 193.908392, + "Calcium_Level": 9.068972563, + "Phosphorus_Level": 4.62844912, + "Glucose_Level": 118.443207, + "Potassium_Level": 4.310426317, + "Sodium_Level": 144.6965765, + "Smoking_Pack_Years": 35.4780834 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.16797043, + "Tumor_Location": "Upper 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109.1961169, + "Potassium_Level": 3.916486647, + "Sodium_Level": 138.1553595, + "Smoking_Pack_Years": 79.24516083 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.61142336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.21989768, + "White_Blood_Cell_Count": 4.981003478, + "Platelet_Count": 389.5305754, + "Albumin_Level": 3.442326077, + "Alkaline_Phosphatase_Level": 87.92716254, 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"Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.54804357, + "White_Blood_Cell_Count": 8.594981885, + "Platelet_Count": 237.9656634, + "Albumin_Level": 3.703322921, + "Alkaline_Phosphatase_Level": 87.795811, + "Alanine_Aminotransferase_Level": 35.17503291, + "Aspartate_Aminotransferase_Level": 13.19483269, + "Creatinine_Level": 1.358763006, + "LDH_Level": 107.9622774, + "Calcium_Level": 10.14517364, + "Phosphorus_Level": 4.128487798, + "Glucose_Level": 120.4378502, + "Potassium_Level": 3.630770764, + "Sodium_Level": 136.2042235, + "Smoking_Pack_Years": 3.242671259 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.27620949, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.29979865, + "White_Blood_Cell_Count": 6.625753279, + "Platelet_Count": 439.8366179, + "Albumin_Level": 3.759001142, + "Alkaline_Phosphatase_Level": 56.28306511, + "Alanine_Aminotransferase_Level": 30.32516192, + "Aspartate_Aminotransferase_Level": 23.7926251, + "Creatinine_Level": 1.067797996, + "LDH_Level": 180.7781638, + "Calcium_Level": 8.119670133, + "Phosphorus_Level": 4.635067086, + "Glucose_Level": 72.86459384, + "Potassium_Level": 4.430285792, + "Sodium_Level": 141.2404842, + "Smoking_Pack_Years": 71.58772571 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.98325307, + "Tumor_Location": 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"Glucose_Level": 149.0031793, + "Potassium_Level": 4.174515531, + "Sodium_Level": 140.897813, + "Smoking_Pack_Years": 7.78303482 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.00496832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.8464551, + "White_Blood_Cell_Count": 8.03625409, + "Platelet_Count": 263.9798214, + "Albumin_Level": 3.734358754, + "Alkaline_Phosphatase_Level": 90.72974288, + "Alanine_Aminotransferase_Level": 17.64831883, + "Aspartate_Aminotransferase_Level": 25.35943637, + "Creatinine_Level": 1.003066738, + "LDH_Level": 234.4155644, + "Calcium_Level": 10.35773563, + "Phosphorus_Level": 2.607997919, + "Glucose_Level": 79.45292462, + "Potassium_Level": 4.152939286, + "Sodium_Level": 136.403383, + "Smoking_Pack_Years": 65.31529632 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.44457684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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+ "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.43534456, + "White_Blood_Cell_Count": 8.451799082, + "Platelet_Count": 412.4438008, + "Albumin_Level": 4.059381869, + "Alkaline_Phosphatase_Level": 46.1067318, + "Alanine_Aminotransferase_Level": 13.01554147, + "Aspartate_Aminotransferase_Level": 42.49037867, + "Creatinine_Level": 1.373125718, + "LDH_Level": 132.0315813, + "Calcium_Level": 8.015700989, + "Phosphorus_Level": 2.826507337, + "Glucose_Level": 116.7600724, + "Potassium_Level": 3.930578301, + "Sodium_Level": 141.9182227, + "Smoking_Pack_Years": 60.3700739 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.64714169, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.9476658, + "White_Blood_Cell_Count": 3.959837882, + "Platelet_Count": 187.4654023, + "Albumin_Level": 3.988269413, + "Alkaline_Phosphatase_Level": 55.01500038, + "Alanine_Aminotransferase_Level": 31.46564013, + "Aspartate_Aminotransferase_Level": 14.54920343, + "Creatinine_Level": 0.807212308, + "LDH_Level": 218.3726624, + "Calcium_Level": 8.524148185, + "Phosphorus_Level": 3.222762217, + "Glucose_Level": 120.1798326, + "Potassium_Level": 4.620819044, + "Sodium_Level": 135.8907326, + "Smoking_Pack_Years": 14.97160945 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.13989791, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.17817897, + "White_Blood_Cell_Count": 9.557323492, + "Platelet_Count": 324.5949316, + "Albumin_Level": 3.736104893, + "Alkaline_Phosphatase_Level": 80.66639238, + "Alanine_Aminotransferase_Level": 39.40405011, + "Aspartate_Aminotransferase_Level": 13.05762952, + "Creatinine_Level": 0.901767513, + "LDH_Level": 131.7171571, + "Calcium_Level": 10.04783068, + "Phosphorus_Level": 3.864303697, + "Glucose_Level": 118.3835878, + "Potassium_Level": 3.690248775, + "Sodium_Level": 138.1591413, + "Smoking_Pack_Years": 25.6202525 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.31147465, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.9079274, + "White_Blood_Cell_Count": 9.459075329, + "Platelet_Count": 173.7242256, + "Albumin_Level": 3.166655739, + "Alkaline_Phosphatase_Level": 97.46897443, + "Alanine_Aminotransferase_Level": 24.44733458, + "Aspartate_Aminotransferase_Level": 47.16867092, + "Creatinine_Level": 1.399042586, + "LDH_Level": 208.6370669, + "Calcium_Level": 8.441527047, + "Phosphorus_Level": 2.598622163, + "Glucose_Level": 91.90641653, + "Potassium_Level": 4.322274388, + "Sodium_Level": 137.3764971, + "Smoking_Pack_Years": 86.0474672 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.77921821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.89034703, + "White_Blood_Cell_Count": 4.502999811, + "Platelet_Count": 221.9329763, + "Albumin_Level": 4.580464863, + "Alkaline_Phosphatase_Level": 46.3060486, + "Alanine_Aminotransferase_Level": 34.57920178, + "Aspartate_Aminotransferase_Level": 26.56144785, + "Creatinine_Level": 0.643467535, + "LDH_Level": 185.4697977, + "Calcium_Level": 8.183929326, + "Phosphorus_Level": 4.748595298, + "Glucose_Level": 116.7303887, + "Potassium_Level": 3.901904376, + "Sodium_Level": 140.7359899, + "Smoking_Pack_Years": 75.51303834 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.64952169, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.49482969, + "White_Blood_Cell_Count": 5.716357891, + "Platelet_Count": 293.4156925, + "Albumin_Level": 3.146813583, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.917516, + "White_Blood_Cell_Count": 5.783767543, + "Platelet_Count": 225.6903979, + "Albumin_Level": 4.903245721, + "Alkaline_Phosphatase_Level": 43.64277545, + "Alanine_Aminotransferase_Level": 7.198324471, + "Aspartate_Aminotransferase_Level": 21.60077551, + "Creatinine_Level": 1.010755984, + "LDH_Level": 197.9712917, + "Calcium_Level": 9.10683048, + "Phosphorus_Level": 2.608046264, + "Glucose_Level": 107.385963, + "Potassium_Level": 3.708033259, + "Sodium_Level": 135.7296637, + "Smoking_Pack_Years": 63.78969765 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.19194745, + "White_Blood_Cell_Count": 9.436013629, + "Platelet_Count": 313.4520502, + "Albumin_Level": 4.086939249, + "Alkaline_Phosphatase_Level": 73.72286785, + "Alanine_Aminotransferase_Level": 39.32160364, + "Aspartate_Aminotransferase_Level": 30.15995621, + "Creatinine_Level": 1.101975622, + "LDH_Level": 194.6860339, + "Calcium_Level": 10.10916939, + "Phosphorus_Level": 4.516689361, + "Glucose_Level": 146.864888, + "Potassium_Level": 4.635048821, + "Sodium_Level": 138.4025148, + "Smoking_Pack_Years": 19.17488444 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.46771753, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + 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"Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.53443775, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.70135457, + "White_Blood_Cell_Count": 6.325535294, + "Platelet_Count": 401.8140852, + "Albumin_Level": 3.630772761, + "Alkaline_Phosphatase_Level": 77.41511197, + "Alanine_Aminotransferase_Level": 28.7166371, + "Aspartate_Aminotransferase_Level": 47.40406975, + "Creatinine_Level": 0.697868185, + "LDH_Level": 119.7366671, + "Calcium_Level": 8.243185239, + "Phosphorus_Level": 3.290270789, + "Glucose_Level": 89.1547361, + "Potassium_Level": 3.834593615, + "Sodium_Level": 140.1411776, + "Smoking_Pack_Years": 30.31935403 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.66068916, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.36184013, + "White_Blood_Cell_Count": 5.517173415, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.46126303, + "White_Blood_Cell_Count": 4.917370436, + "Platelet_Count": 430.2738775, + "Albumin_Level": 4.495509958, + "Alkaline_Phosphatase_Level": 39.51428075, + "Alanine_Aminotransferase_Level": 24.33096992, + "Aspartate_Aminotransferase_Level": 21.3245361, + "Creatinine_Level": 1.052544827, + "LDH_Level": 246.7697689, + "Calcium_Level": 9.454019017, + "Phosphorus_Level": 4.870785294, + "Glucose_Level": 78.98954392, + "Potassium_Level": 4.510732179, + "Sodium_Level": 140.4267942, + "Smoking_Pack_Years": 41.3816778 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.1678541, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.7737971, + "White_Blood_Cell_Count": 7.901501104, + "Platelet_Count": 179.3343783, + "Albumin_Level": 3.403898481, + "Alkaline_Phosphatase_Level": 58.97504646, + "Alanine_Aminotransferase_Level": 12.01185686, + "Aspartate_Aminotransferase_Level": 36.89372674, + "Creatinine_Level": 1.028514679, + "LDH_Level": 100.5611347, + "Calcium_Level": 9.755154428, + "Phosphorus_Level": 3.022842741, + "Glucose_Level": 130.3355763, + "Potassium_Level": 3.72979476, + "Sodium_Level": 137.9721092, + "Smoking_Pack_Years": 87.75752483 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.19279704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.8278312, + "White_Blood_Cell_Count": 4.290259134, + "Platelet_Count": 430.9305057, + "Albumin_Level": 4.890790584, + "Alkaline_Phosphatase_Level": 62.8854639, + "Alanine_Aminotransferase_Level": 39.38531097, + "Aspartate_Aminotransferase_Level": 30.14749992, + 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"Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.04147655, + "White_Blood_Cell_Count": 7.652373953, + "Platelet_Count": 219.8928835, + "Albumin_Level": 4.515548644, + "Alkaline_Phosphatase_Level": 32.54184952, + "Alanine_Aminotransferase_Level": 9.496632318, + "Aspartate_Aminotransferase_Level": 25.27431903, + "Creatinine_Level": 1.030264032, + "LDH_Level": 170.985152, + "Calcium_Level": 10.33138371, + "Phosphorus_Level": 4.117885372, + "Glucose_Level": 132.6183345, + "Potassium_Level": 3.73650524, + "Sodium_Level": 136.5947843, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.96911277, + "White_Blood_Cell_Count": 6.197816292, + "Platelet_Count": 262.2742571, + "Albumin_Level": 3.724188499, + "Alkaline_Phosphatase_Level": 41.11696483, + "Alanine_Aminotransferase_Level": 26.88064517, + "Aspartate_Aminotransferase_Level": 32.95490846, + "Creatinine_Level": 1.017403683, + "LDH_Level": 221.5139121, + "Calcium_Level": 9.392286156, + "Phosphorus_Level": 4.349929906, + "Glucose_Level": 85.12380341, + "Potassium_Level": 4.479703995, + "Sodium_Level": 140.5382005, + "Smoking_Pack_Years": 3.469183165 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.92125288, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 22.10763113, + "Creatinine_Level": 0.913299402, + "LDH_Level": 177.4480524, + "Calcium_Level": 8.092513989, + "Phosphorus_Level": 4.271665087, + "Glucose_Level": 104.5165844, + "Potassium_Level": 4.594068037, + "Sodium_Level": 139.6162665, + "Smoking_Pack_Years": 64.52241313 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.37631511, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.19271921, + "White_Blood_Cell_Count": 7.190233624, + "Platelet_Count": 160.9622478, + "Albumin_Level": 3.160686502, + "Alkaline_Phosphatase_Level": 62.65308906, + "Alanine_Aminotransferase_Level": 19.15263091, + "Aspartate_Aminotransferase_Level": 34.15785886, + "Creatinine_Level": 1.38149221, + "LDH_Level": 140.21544, + "Calcium_Level": 8.306302057, + "Phosphorus_Level": 3.214336319, + "Glucose_Level": 80.1724654, + "Potassium_Level": 4.063105149, + "Sodium_Level": 143.7684399, + "Smoking_Pack_Years": 93.64091217 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.70109902, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.3580134, + "White_Blood_Cell_Count": 7.687773053, + "Platelet_Count": 289.9239442, + "Albumin_Level": 4.635392194, + "Alkaline_Phosphatase_Level": 65.60539648, + "Alanine_Aminotransferase_Level": 23.68400868, + "Aspartate_Aminotransferase_Level": 25.46851584, + "Creatinine_Level": 0.888939239, + "LDH_Level": 245.2405025, + "Calcium_Level": 10.07080613, + "Phosphorus_Level": 4.599970456, + "Glucose_Level": 80.84860766, + "Potassium_Level": 4.677621601, + "Sodium_Level": 140.5384825, + "Smoking_Pack_Years": 31.35433572 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.63042371, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.54095025, + "White_Blood_Cell_Count": 6.93721372, + "Platelet_Count": 332.6954339, + "Albumin_Level": 4.912212163, + "Alkaline_Phosphatase_Level": 114.8888693, + "Alanine_Aminotransferase_Level": 20.05577636, + "Aspartate_Aminotransferase_Level": 38.67612055, + "Creatinine_Level": 0.647833349, + "LDH_Level": 223.061288, + "Calcium_Level": 10.02352317, + "Phosphorus_Level": 4.576278804, + "Glucose_Level": 97.57283588, + "Potassium_Level": 3.804651709, + "Sodium_Level": 144.1481405, + "Smoking_Pack_Years": 54.95750538 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.68473423, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.10960899, + "White_Blood_Cell_Count": 8.508351937, + "Platelet_Count": 283.071617, + "Albumin_Level": 3.103108833, + "Alkaline_Phosphatase_Level": 101.4082707, + "Alanine_Aminotransferase_Level": 37.53644585, + "Aspartate_Aminotransferase_Level": 32.32940175, + "Creatinine_Level": 1.32432954, + "LDH_Level": 216.4839502, + "Calcium_Level": 10.38030832, + "Phosphorus_Level": 4.20313528, + "Glucose_Level": 101.9849098, + "Potassium_Level": 4.181652124, + "Sodium_Level": 135.7257206, + "Smoking_Pack_Years": 56.24995414 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.97118041, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.77513796, + "White_Blood_Cell_Count": 4.422629654, + "Platelet_Count": 218.875361, + "Albumin_Level": 3.673044771, + "Alkaline_Phosphatase_Level": 92.31600677, + "Alanine_Aminotransferase_Level": 8.032259169, + "Aspartate_Aminotransferase_Level": 19.55917543, + "Creatinine_Level": 1.381713865, + "LDH_Level": 232.2144529, + "Calcium_Level": 8.983961124, + "Phosphorus_Level": 3.694365579, + "Glucose_Level": 132.0404449, + "Potassium_Level": 4.05196828, + "Sodium_Level": 136.4477134, + "Smoking_Pack_Years": 30.33983215 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.67513651, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.53608222, + "White_Blood_Cell_Count": 6.273425941, + "Platelet_Count": 350.6399347, + "Albumin_Level": 3.212991028, + "Alkaline_Phosphatase_Level": 34.96768412, + "Alanine_Aminotransferase_Level": 31.89541007, + "Aspartate_Aminotransferase_Level": 47.01088236, + "Creatinine_Level": 0.740141476, + "LDH_Level": 193.2820737, + "Calcium_Level": 9.065060255, + "Phosphorus_Level": 4.174255541, + "Glucose_Level": 115.109146, + "Potassium_Level": 4.56861177, + "Sodium_Level": 138.9180128, + "Smoking_Pack_Years": 64.52324514 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.59246642, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.48547481, + "White_Blood_Cell_Count": 9.367962904, + "Platelet_Count": 348.0075224, + "Albumin_Level": 4.533016519, + "Alkaline_Phosphatase_Level": 119.9378403, + "Alanine_Aminotransferase_Level": 20.85125701, + "Aspartate_Aminotransferase_Level": 15.57519027, + "Creatinine_Level": 1.123011912, + "LDH_Level": 211.953015, + "Calcium_Level": 8.448306488, + "Phosphorus_Level": 3.828351837, + "Glucose_Level": 107.6076699, + "Potassium_Level": 3.90549078, + "Sodium_Level": 137.3635769, + "Smoking_Pack_Years": 2.920351125 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.17172716, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.97104408, + "White_Blood_Cell_Count": 3.751855047, + "Platelet_Count": 433.411849, + "Albumin_Level": 4.991923605, + "Alkaline_Phosphatase_Level": 54.47620835, + 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"Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.53563529, + "White_Blood_Cell_Count": 3.857845939, + "Platelet_Count": 419.4197702, + "Albumin_Level": 4.763870184, + "Alkaline_Phosphatase_Level": 106.3626916, + "Alanine_Aminotransferase_Level": 15.69068025, + "Aspartate_Aminotransferase_Level": 32.88414784, + "Creatinine_Level": 1.111726123, + "LDH_Level": 105.7244811, + "Calcium_Level": 9.124231286, + "Phosphorus_Level": 4.101309249, + "Glucose_Level": 125.5334369, + "Potassium_Level": 3.832589513, + "Sodium_Level": 139.3241426, + "Smoking_Pack_Years": 22.73091728 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.27228915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.9695608, + "White_Blood_Cell_Count": 5.592999544, + "Platelet_Count": 363.3958209, + "Albumin_Level": 4.600728045, + "Alkaline_Phosphatase_Level": 48.99870068, + "Alanine_Aminotransferase_Level": 24.41353545, + "Aspartate_Aminotransferase_Level": 29.11641219, + "Creatinine_Level": 0.511050695, + "LDH_Level": 101.9778299, + "Calcium_Level": 10.48252818, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.43363492, + "White_Blood_Cell_Count": 9.542269998, + "Platelet_Count": 185.8133236, + "Albumin_Level": 3.687442111, + "Alkaline_Phosphatase_Level": 112.2475328, + "Alanine_Aminotransferase_Level": 26.82270967, + "Aspartate_Aminotransferase_Level": 18.96434738, + "Creatinine_Level": 1.030180458, + "LDH_Level": 224.720323, + "Calcium_Level": 9.943300383, + "Phosphorus_Level": 3.099683567, + "Glucose_Level": 131.7619235, + "Potassium_Level": 4.343434477, + "Sodium_Level": 137.268752, + "Smoking_Pack_Years": 68.79445569 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.98814523, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.72235879, + "White_Blood_Cell_Count": 3.69723362, + "Platelet_Count": 337.3710237, + "Albumin_Level": 3.662972751, + "Alkaline_Phosphatase_Level": 104.1317102, + "Alanine_Aminotransferase_Level": 20.58828772, + "Aspartate_Aminotransferase_Level": 27.60695345, + "Creatinine_Level": 0.949878369, + "LDH_Level": 143.5330116, + "Calcium_Level": 8.994601203, + "Phosphorus_Level": 3.776093047, + "Glucose_Level": 145.1238747, + "Potassium_Level": 3.632762827, + "Sodium_Level": 142.4862021, + "Smoking_Pack_Years": 7.330601854 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.62614627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.39374815, + "White_Blood_Cell_Count": 4.231554923, + "Platelet_Count": 383.0939044, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.09308055, + "White_Blood_Cell_Count": 4.358548672, + "Platelet_Count": 302.2414661, + "Albumin_Level": 3.034695789, + "Alkaline_Phosphatase_Level": 110.8077861, + "Alanine_Aminotransferase_Level": 12.37219253, + "Aspartate_Aminotransferase_Level": 34.9550929, + "Creatinine_Level": 0.583485934, + "LDH_Level": 232.7014421, + "Calcium_Level": 9.917245566, + "Phosphorus_Level": 4.036980451, + "Glucose_Level": 147.8568558, + "Potassium_Level": 3.536103808, + "Sodium_Level": 139.53577, + "Smoking_Pack_Years": 56.95037536 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": 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9.265952719, + "Phosphorus_Level": 3.217739871, + "Glucose_Level": 124.7608347, + "Potassium_Level": 4.742715112, + "Sodium_Level": 144.8232549, + "Smoking_Pack_Years": 4.398894891 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.96313868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.9916218, + "White_Blood_Cell_Count": 4.69900437, + "Platelet_Count": 195.8686305, + "Albumin_Level": 3.90174293, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.0492331, + "White_Blood_Cell_Count": 5.9780979, + "Platelet_Count": 155.8763366, + "Albumin_Level": 3.291770979, + "Alkaline_Phosphatase_Level": 64.68107255, + "Alanine_Aminotransferase_Level": 19.81916662, + "Aspartate_Aminotransferase_Level": 41.95342201, + "Creatinine_Level": 1.371003957, + "LDH_Level": 199.6298534, + "Calcium_Level": 10.24955491, + "Phosphorus_Level": 3.698421086, + "Glucose_Level": 101.904061, + "Potassium_Level": 4.134799939, + "Sodium_Level": 136.1829213, + "Smoking_Pack_Years": 40.68649945 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.72553141, + "White_Blood_Cell_Count": 5.548377952, + "Platelet_Count": 164.8676781, + "Albumin_Level": 4.501320769, + "Alkaline_Phosphatase_Level": 72.02893272, + "Alanine_Aminotransferase_Level": 17.14895705, + "Aspartate_Aminotransferase_Level": 24.63812326, + "Creatinine_Level": 1.422979907, + "LDH_Level": 216.5834571, + "Calcium_Level": 8.397062389, + "Phosphorus_Level": 4.288992187, + "Glucose_Level": 94.83104782, + "Potassium_Level": 4.360690289, + "Sodium_Level": 140.0183633, + "Smoking_Pack_Years": 91.5336272 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.07600263, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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138.9034239, + "Smoking_Pack_Years": 29.72378734 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.67558919, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.19741632, + "White_Blood_Cell_Count": 7.341402115, + "Platelet_Count": 280.800596, + "Albumin_Level": 3.556358494, + "Alkaline_Phosphatase_Level": 52.03055274, + "Alanine_Aminotransferase_Level": 35.91073546, + "Aspartate_Aminotransferase_Level": 24.30305331, + "Creatinine_Level": 1.100194721, + "LDH_Level": 125.7791877, + "Calcium_Level": 8.56535521, + "Phosphorus_Level": 3.932368478, + "Glucose_Level": 122.1621012, + "Potassium_Level": 3.652877348, + "Sodium_Level": 144.7587212, + "Smoking_Pack_Years": 25.56307145 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.56012247, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.44692118, + "White_Blood_Cell_Count": 8.410197322, + "Platelet_Count": 443.2759641, + "Albumin_Level": 4.476464766, + "Alkaline_Phosphatase_Level": 118.3199813, + "Alanine_Aminotransferase_Level": 10.45326795, + "Aspartate_Aminotransferase_Level": 15.05283795, + "Creatinine_Level": 1.015871574, + "LDH_Level": 130.1064416, + "Calcium_Level": 8.765364039, + "Phosphorus_Level": 4.517840415, + "Glucose_Level": 71.35002379, + "Potassium_Level": 3.661028092, + "Sodium_Level": 143.4211482, + "Smoking_Pack_Years": 96.98940173 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.19416344, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.45422331, + "White_Blood_Cell_Count": 9.989770446, + "Platelet_Count": 254.9818697, + "Albumin_Level": 3.570996592, + "Alkaline_Phosphatase_Level": 61.1183722, + "Alanine_Aminotransferase_Level": 31.14196635, + "Aspartate_Aminotransferase_Level": 28.69636108, + "Creatinine_Level": 0.52816009, + "LDH_Level": 196.3921765, + "Calcium_Level": 9.367318961, + "Phosphorus_Level": 2.925938807, + "Glucose_Level": 85.12564861, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.92026087, + "White_Blood_Cell_Count": 7.843982379, + "Platelet_Count": 429.1141743, + "Albumin_Level": 3.570788336, + "Alkaline_Phosphatase_Level": 102.7500879, + "Alanine_Aminotransferase_Level": 22.70569093, + "Aspartate_Aminotransferase_Level": 10.38226866, + "Creatinine_Level": 0.779642378, + "LDH_Level": 179.7184737, + "Calcium_Level": 10.44488329, + "Phosphorus_Level": 3.42494722, + "Glucose_Level": 139.0003222, + "Potassium_Level": 4.868618435, + "Sodium_Level": 139.5769863, + "Smoking_Pack_Years": 36.45982716 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.25451614, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.78651597, + "White_Blood_Cell_Count": 4.214631488, + "Platelet_Count": 331.5854905, + "Albumin_Level": 3.17833585, + "Alkaline_Phosphatase_Level": 73.20451925, + "Alanine_Aminotransferase_Level": 27.73999356, + "Aspartate_Aminotransferase_Level": 19.56912255, + "Creatinine_Level": 0.503615494, + "LDH_Level": 192.2134506, + "Calcium_Level": 8.965404004, + "Phosphorus_Level": 3.81726232, + "Glucose_Level": 89.20600696, + "Potassium_Level": 4.023750455, + "Sodium_Level": 144.8563159, + "Smoking_Pack_Years": 24.64292074 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.54311335, + "White_Blood_Cell_Count": 9.127886724, + "Platelet_Count": 295.3607969, + "Albumin_Level": 4.33373728, + "Alkaline_Phosphatase_Level": 74.34650431, + "Alanine_Aminotransferase_Level": 18.60911858, + "Aspartate_Aminotransferase_Level": 14.13550523, + "Creatinine_Level": 1.367613806, + "LDH_Level": 222.6130026, + "Calcium_Level": 9.600591516, + "Phosphorus_Level": 3.340798134, + "Glucose_Level": 143.9722529, + "Potassium_Level": 4.482199204, + "Sodium_Level": 137.6460818, + "Smoking_Pack_Years": 67.04833373 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.46429748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.48899066, + "White_Blood_Cell_Count": 6.37325539, + "Platelet_Count": 325.137315, + "Albumin_Level": 4.355565426, + "Alkaline_Phosphatase_Level": 69.53176136, + "Alanine_Aminotransferase_Level": 7.849596101, + "Aspartate_Aminotransferase_Level": 23.32894479, + "Creatinine_Level": 0.89183902, + "LDH_Level": 208.4243471, + "Calcium_Level": 8.525159576, + "Phosphorus_Level": 4.309758581, + "Glucose_Level": 110.2676394, + "Potassium_Level": 4.75092681, + "Sodium_Level": 137.3099207, + "Smoking_Pack_Years": 89.43914437 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.62603527, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.11194061, + "White_Blood_Cell_Count": 9.938602315, + "Platelet_Count": 334.3935303, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.13934589, + "White_Blood_Cell_Count": 5.422853016, + "Platelet_Count": 390.1225315, + "Albumin_Level": 4.459368764, + "Alkaline_Phosphatase_Level": 39.88381034, + "Alanine_Aminotransferase_Level": 35.32935335, + "Aspartate_Aminotransferase_Level": 18.94744717, + "Creatinine_Level": 1.153403962, + "LDH_Level": 230.5637275, + "Calcium_Level": 8.721425864, + "Phosphorus_Level": 4.355307346, + "Glucose_Level": 98.23778402, + "Potassium_Level": 4.414436958, + "Sodium_Level": 140.1008901, + "Smoking_Pack_Years": 42.63797484 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.73143312, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.37757099, + "White_Blood_Cell_Count": 6.644296651, + "Platelet_Count": 445.5100664, + "Albumin_Level": 3.243732042, + "Alkaline_Phosphatase_Level": 78.79857381, + "Alanine_Aminotransferase_Level": 5.237696844, + "Aspartate_Aminotransferase_Level": 36.35112313, + "Creatinine_Level": 1.246361844, + "LDH_Level": 212.9175239, + "Calcium_Level": 10.29405187, + "Phosphorus_Level": 3.661964538, + "Glucose_Level": 138.8415231, + "Potassium_Level": 3.709952896, + "Sodium_Level": 144.3025403, + "Smoking_Pack_Years": 88.9424393 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.69681142, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.07977547, + "White_Blood_Cell_Count": 8.151008479, + "Platelet_Count": 321.3158513, + "Albumin_Level": 3.975810207, + "Alkaline_Phosphatase_Level": 52.80778638, + "Alanine_Aminotransferase_Level": 9.648377566, + "Aspartate_Aminotransferase_Level": 41.87128376, + "Creatinine_Level": 0.802642603, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.64247325, + "White_Blood_Cell_Count": 6.00690881, + "Platelet_Count": 334.4924793, + "Albumin_Level": 3.05232305, + "Alkaline_Phosphatase_Level": 111.4193967, + "Alanine_Aminotransferase_Level": 12.76147183, + "Aspartate_Aminotransferase_Level": 46.91007279, + "Creatinine_Level": 0.673502426, + "LDH_Level": 219.0204806, + "Calcium_Level": 8.526782056, + "Phosphorus_Level": 2.699042513, + "Glucose_Level": 95.82867098, + "Potassium_Level": 4.329780751, + "Sodium_Level": 141.6055088, + "Smoking_Pack_Years": 18.81347263 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.17344974, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 48.03956013, + "Creatinine_Level": 1.40592202, + "LDH_Level": 190.7166715, + "Calcium_Level": 10.1027386, + "Phosphorus_Level": 4.520011705, + "Glucose_Level": 95.94439086, + "Potassium_Level": 4.407970108, + "Sodium_Level": 137.8133414, + "Smoking_Pack_Years": 98.33721652 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.45534948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.88330843, + "White_Blood_Cell_Count": 9.66622125, + "Platelet_Count": 417.2399043, + "Albumin_Level": 4.343192111, + "Alkaline_Phosphatase_Level": 87.69481281, + "Alanine_Aminotransferase_Level": 18.9511829, + "Aspartate_Aminotransferase_Level": 22.00508333, + "Creatinine_Level": 0.605777293, + "LDH_Level": 163.5230774, + "Calcium_Level": 8.207009829, + "Phosphorus_Level": 3.99249957, + "Glucose_Level": 82.82726825, + "Potassium_Level": 4.077780255, + "Sodium_Level": 137.9022955, + "Smoking_Pack_Years": 1.434728273 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.41470274, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.1869029, + "White_Blood_Cell_Count": 3.586494791, + "Platelet_Count": 288.6715195, + "Albumin_Level": 3.406464335, + "Alkaline_Phosphatase_Level": 50.75575208, + "Alanine_Aminotransferase_Level": 28.18208508, + "Aspartate_Aminotransferase_Level": 33.42323432, + "Creatinine_Level": 1.351148554, + "LDH_Level": 103.4423302, + "Calcium_Level": 8.658969653, + "Phosphorus_Level": 3.074979938, + "Glucose_Level": 143.2642525, + "Potassium_Level": 4.610797245, + "Sodium_Level": 138.1290751, + "Smoking_Pack_Years": 21.89060359 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.13679501, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.2914217, + "White_Blood_Cell_Count": 6.38983508, + "Platelet_Count": 257.8438435, + "Albumin_Level": 4.797396975, + "Alkaline_Phosphatase_Level": 65.13327806, + "Alanine_Aminotransferase_Level": 26.97055387, + 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95, + "Hemoglobin_Level": 12.63352669, + "White_Blood_Cell_Count": 9.132938761, + "Platelet_Count": 182.8675055, + "Albumin_Level": 3.212370143, + "Alkaline_Phosphatase_Level": 108.7974794, + "Alanine_Aminotransferase_Level": 30.05549059, + "Aspartate_Aminotransferase_Level": 22.40198276, + "Creatinine_Level": 1.297613392, + "LDH_Level": 232.9448278, + "Calcium_Level": 8.050868083, + "Phosphorus_Level": 4.005410962, + "Glucose_Level": 107.7035008, + "Potassium_Level": 3.542336967, + "Sodium_Level": 137.7836168, + "Smoking_Pack_Years": 24.44994374 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.37399977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.16709602, + "White_Blood_Cell_Count": 8.828300186, + "Platelet_Count": 400.9267023, + "Albumin_Level": 3.798524986, + "Alkaline_Phosphatase_Level": 70.98716484, + "Alanine_Aminotransferase_Level": 25.99194728, + "Aspartate_Aminotransferase_Level": 27.46538922, + "Creatinine_Level": 1.04215228, + "LDH_Level": 191.0282791, + "Calcium_Level": 8.68057169, + "Phosphorus_Level": 3.80439836, + "Glucose_Level": 109.9137608, + "Potassium_Level": 4.852032504, + "Sodium_Level": 143.9085415, + "Smoking_Pack_Years": 18.28414494 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.90000309, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.88384642, + "White_Blood_Cell_Count": 8.491870197, + "Platelet_Count": 178.5019391, + "Albumin_Level": 4.689106835, + "Alkaline_Phosphatase_Level": 118.8110786, + "Alanine_Aminotransferase_Level": 17.82360312, + "Aspartate_Aminotransferase_Level": 14.99809682, + "Creatinine_Level": 1.163781924, + "LDH_Level": 196.9427771, + "Calcium_Level": 8.381777853, + "Phosphorus_Level": 3.214996129, + "Glucose_Level": 102.8855884, + "Potassium_Level": 4.538366509, + "Sodium_Level": 141.2447738, + "Smoking_Pack_Years": 98.86748512 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.36209691, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.39815273, + "White_Blood_Cell_Count": 9.342497845, + "Platelet_Count": 255.69627, + "Albumin_Level": 4.557512054, + "Alkaline_Phosphatase_Level": 110.5414896, + "Alanine_Aminotransferase_Level": 9.917432049, + "Aspartate_Aminotransferase_Level": 18.37982522, + "Creatinine_Level": 0.997348864, + "LDH_Level": 222.7079656, + "Calcium_Level": 10.20955629, + "Phosphorus_Level": 4.371298705, + "Glucose_Level": 135.652062, + "Potassium_Level": 4.646083533, + "Sodium_Level": 137.3489336, + "Smoking_Pack_Years": 83.54589876 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.87766247, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.88174955, + "White_Blood_Cell_Count": 8.665870255, + "Platelet_Count": 327.7539746, + "Albumin_Level": 4.754373479, + "Alkaline_Phosphatase_Level": 31.37432352, + "Alanine_Aminotransferase_Level": 28.52271907, + "Aspartate_Aminotransferase_Level": 12.92869796, + "Creatinine_Level": 0.866387846, + "LDH_Level": 200.8912807, + "Calcium_Level": 9.145532987, + "Phosphorus_Level": 3.478185906, + "Glucose_Level": 82.32254549, + "Potassium_Level": 3.72453507, + "Sodium_Level": 143.3531075, + "Smoking_Pack_Years": 8.103243385 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.80715954, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.13007689, + "White_Blood_Cell_Count": 5.895546692, + "Platelet_Count": 191.7142507, + "Albumin_Level": 3.311404238, + "Alkaline_Phosphatase_Level": 76.7557611, + "Alanine_Aminotransferase_Level": 15.38661827, + "Aspartate_Aminotransferase_Level": 42.15982322, + "Creatinine_Level": 1.228444534, + "LDH_Level": 244.2317026, + "Calcium_Level": 10.35843501, + "Phosphorus_Level": 3.132764947, + "Glucose_Level": 96.74416047, + "Potassium_Level": 3.64990885, + "Sodium_Level": 137.9595328, + "Smoking_Pack_Years": 64.41980528 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.45729959, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.37869967, + "White_Blood_Cell_Count": 8.152282492, + "Platelet_Count": 220.6276229, + "Albumin_Level": 4.536682218, + "Alkaline_Phosphatase_Level": 58.00437011, + "Alanine_Aminotransferase_Level": 11.8512943, + "Aspartate_Aminotransferase_Level": 41.88320878, + "Creatinine_Level": 0.888647615, + "LDH_Level": 141.460959, + "Calcium_Level": 9.156804659, + "Phosphorus_Level": 4.075243729, + "Glucose_Level": 142.4707502, + "Potassium_Level": 3.591385336, + "Sodium_Level": 141.2271012, + "Smoking_Pack_Years": 92.98960281 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.67595744, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.86865237, + "White_Blood_Cell_Count": 6.443172052, + "Platelet_Count": 272.703566, + "Albumin_Level": 4.745390025, + "Alkaline_Phosphatase_Level": 101.7582408, 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"Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.60649346, + "White_Blood_Cell_Count": 8.472627748, + "Platelet_Count": 383.56803, + "Albumin_Level": 3.103548232, + "Alkaline_Phosphatase_Level": 43.31927783, + "Alanine_Aminotransferase_Level": 21.85089824, + "Aspartate_Aminotransferase_Level": 38.46814484, + "Creatinine_Level": 1.235312985, + "LDH_Level": 215.6300536, + "Calcium_Level": 8.09360422, + "Phosphorus_Level": 4.504716383, + "Glucose_Level": 83.56809119, + "Potassium_Level": 4.436545018, + "Sodium_Level": 135.656577, + "Smoking_Pack_Years": 23.91266698 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.34748298, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.40358796, + "White_Blood_Cell_Count": 7.933367459, + "Platelet_Count": 364.4557352, + "Albumin_Level": 4.973878103, + "Alkaline_Phosphatase_Level": 72.41952261, + "Alanine_Aminotransferase_Level": 30.38703174, + "Aspartate_Aminotransferase_Level": 17.85011677, + "Creatinine_Level": 1.07124744, + "LDH_Level": 118.2104819, + "Calcium_Level": 10.14310185, + "Phosphorus_Level": 3.726361813, + "Glucose_Level": 139.3914795, + "Potassium_Level": 3.525321894, + "Sodium_Level": 144.3971054, + "Smoking_Pack_Years": 30.71492451 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.63300707, + "Tumor_Location": 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"Glucose_Level": 89.76013752, + "Potassium_Level": 4.47572799, + "Sodium_Level": 143.5552578, + "Smoking_Pack_Years": 25.61154162 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.19567078, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.82845215, + "White_Blood_Cell_Count": 8.498570916, + "Platelet_Count": 168.1197374, + "Albumin_Level": 3.134625659, + "Alkaline_Phosphatase_Level": 64.67006896, + "Alanine_Aminotransferase_Level": 22.44419614, + "Aspartate_Aminotransferase_Level": 43.85816972, + "Creatinine_Level": 1.355273506, + "LDH_Level": 227.1064524, + "Calcium_Level": 8.810768296, + "Phosphorus_Level": 3.361435997, + "Glucose_Level": 78.75335308, + "Potassium_Level": 4.676223761, + "Sodium_Level": 143.7729513, + "Smoking_Pack_Years": 15.46146305 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.50996035, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.52121893, + "White_Blood_Cell_Count": 5.269269093, + "Platelet_Count": 163.4084176, + "Albumin_Level": 4.41973144, + "Alkaline_Phosphatase_Level": 101.6307897, + "Alanine_Aminotransferase_Level": 22.24312172, + "Aspartate_Aminotransferase_Level": 29.06622284, + "Creatinine_Level": 1.351282954, + "LDH_Level": 129.9173343, + "Calcium_Level": 8.56507345, + "Phosphorus_Level": 4.055106182, + "Glucose_Level": 142.8545136, + "Potassium_Level": 4.194366444, + "Sodium_Level": 136.1409185, + "Smoking_Pack_Years": 37.1126436 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.9019165, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.85769243, + "White_Blood_Cell_Count": 6.281575259, + "Platelet_Count": 173.640278, + "Albumin_Level": 4.533647388, + "Alkaline_Phosphatase_Level": 88.01264461, + "Alanine_Aminotransferase_Level": 16.18528196, + "Aspartate_Aminotransferase_Level": 11.44099533, + "Creatinine_Level": 1.272778855, + "LDH_Level": 123.8697507, + "Calcium_Level": 8.736023614, + "Phosphorus_Level": 3.215706521, + "Glucose_Level": 71.75957908, + "Potassium_Level": 3.902606719, + "Sodium_Level": 138.3856208, + "Smoking_Pack_Years": 76.86646106 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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4.474481165, + "Alkaline_Phosphatase_Level": 41.93467535, + "Alanine_Aminotransferase_Level": 16.55084319, + "Aspartate_Aminotransferase_Level": 26.36856004, + "Creatinine_Level": 1.008727455, + "LDH_Level": 137.7788373, + "Calcium_Level": 8.96034315, + "Phosphorus_Level": 4.16986106, + "Glucose_Level": 143.9604154, + "Potassium_Level": 4.762477206, + "Sodium_Level": 141.4322204, + "Smoking_Pack_Years": 31.90795338 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.70891438, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.59986481, + "White_Blood_Cell_Count": 9.597891532, + "Platelet_Count": 304.731941, + "Albumin_Level": 3.742734371, + "Alkaline_Phosphatase_Level": 93.68063483, + "Alanine_Aminotransferase_Level": 28.60952268, + "Aspartate_Aminotransferase_Level": 24.09364381, + "Creatinine_Level": 1.06593307, + "LDH_Level": 188.7236081, + "Calcium_Level": 9.886255574, + "Phosphorus_Level": 4.711852938, + "Glucose_Level": 110.4319369, + "Potassium_Level": 4.521779961, + "Sodium_Level": 136.9075084, + "Smoking_Pack_Years": 1.81385663 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.46898829, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.99311743, + "White_Blood_Cell_Count": 8.364137519, + "Platelet_Count": 199.3529447, + "Albumin_Level": 4.921256491, + "Alkaline_Phosphatase_Level": 81.87466612, + "Alanine_Aminotransferase_Level": 7.323052024, + "Aspartate_Aminotransferase_Level": 26.21013304, + "Creatinine_Level": 1.420260474, + "LDH_Level": 209.8974454, + "Calcium_Level": 9.375671462, + "Phosphorus_Level": 3.866575951, + "Glucose_Level": 120.258718, + "Potassium_Level": 4.47305786, + "Sodium_Level": 138.0400291, + "Smoking_Pack_Years": 28.86769116 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.24956946, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.13283814, + "White_Blood_Cell_Count": 4.525097555, + "Platelet_Count": 379.8992216, + "Albumin_Level": 3.648054814, + "Alkaline_Phosphatase_Level": 71.35938899, + "Alanine_Aminotransferase_Level": 32.26467474, + "Aspartate_Aminotransferase_Level": 12.31647395, + "Creatinine_Level": 0.942199669, + "LDH_Level": 165.7268411, + "Calcium_Level": 9.946083865, + "Phosphorus_Level": 2.718507274, + "Glucose_Level": 74.5946829, + "Potassium_Level": 4.102304597, + "Sodium_Level": 142.4654922, + "Smoking_Pack_Years": 64.64620201 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.72479136, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.87332523, + "White_Blood_Cell_Count": 9.81916475, + "Platelet_Count": 151.5782852, + "Albumin_Level": 4.371292331, + "Alkaline_Phosphatase_Level": 93.69239852, + "Alanine_Aminotransferase_Level": 35.20353346, + "Aspartate_Aminotransferase_Level": 46.39999309, + "Creatinine_Level": 1.177675941, + "LDH_Level": 173.5055195, + "Calcium_Level": 8.835827755, + "Phosphorus_Level": 2.740871601, + "Glucose_Level": 74.7163883, + "Potassium_Level": 4.605697831, + "Sodium_Level": 144.7163913, + "Smoking_Pack_Years": 30.83747195 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.81433271, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.10011809, + "White_Blood_Cell_Count": 9.199736312, + "Platelet_Count": 344.0877697, + "Albumin_Level": 4.503853246, + "Alkaline_Phosphatase_Level": 31.89036565, + "Alanine_Aminotransferase_Level": 24.01299293, + "Aspartate_Aminotransferase_Level": 22.56279184, + "Creatinine_Level": 1.366424873, + "LDH_Level": 219.1132773, + "Calcium_Level": 9.329681693, + "Phosphorus_Level": 4.344550209, + "Glucose_Level": 113.5231913, + "Potassium_Level": 4.671015774, + "Sodium_Level": 140.1902523, + "Smoking_Pack_Years": 99.83683821 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.8080861, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.2867622, + "White_Blood_Cell_Count": 8.797788243, + "Platelet_Count": 307.0160381, + "Albumin_Level": 3.933796511, + "Alkaline_Phosphatase_Level": 79.16574019, + "Alanine_Aminotransferase_Level": 23.58697899, + "Aspartate_Aminotransferase_Level": 23.77015336, + "Creatinine_Level": 0.665447946, + "LDH_Level": 223.4698041, + "Calcium_Level": 10.44313942, + "Phosphorus_Level": 4.659680495, + "Glucose_Level": 135.090947, + "Potassium_Level": 3.864541362, + "Sodium_Level": 142.0959584, + "Smoking_Pack_Years": 76.32278444 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.26604457, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.3434769, + "White_Blood_Cell_Count": 6.517762949, + "Platelet_Count": 442.4953931, + "Albumin_Level": 4.16141667, + "Alkaline_Phosphatase_Level": 87.80673604, + "Alanine_Aminotransferase_Level": 6.721721902, + "Aspartate_Aminotransferase_Level": 21.0052796, + "Creatinine_Level": 1.343734345, + "LDH_Level": 220.122118, + "Calcium_Level": 9.923256413, + "Phosphorus_Level": 4.798809632, + "Glucose_Level": 91.96633835, + "Potassium_Level": 4.770853929, + "Sodium_Level": 137.4887574, + "Smoking_Pack_Years": 9.125729121 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.12143611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.56115229, + "White_Blood_Cell_Count": 5.347449111, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.01312788, + "White_Blood_Cell_Count": 9.470964243, + "Platelet_Count": 414.9262264, + "Albumin_Level": 4.458484243, + "Alkaline_Phosphatase_Level": 68.36352406, + "Alanine_Aminotransferase_Level": 32.33704317, + "Aspartate_Aminotransferase_Level": 15.70171747, + "Creatinine_Level": 1.265419047, + "LDH_Level": 174.1392717, + "Calcium_Level": 8.712823047, + "Phosphorus_Level": 3.567974565, + "Glucose_Level": 125.188683, + "Potassium_Level": 4.977029764, + "Sodium_Level": 138.6343605, + "Smoking_Pack_Years": 37.09575113 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.5733608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.30002903, + "White_Blood_Cell_Count": 3.876328701, + "Platelet_Count": 246.4912521, + "Albumin_Level": 3.416687581, + "Alkaline_Phosphatase_Level": 65.49081435, + "Alanine_Aminotransferase_Level": 22.00799451, + "Aspartate_Aminotransferase_Level": 33.99816598, + "Creatinine_Level": 0.763150397, + "LDH_Level": 248.7120329, + "Calcium_Level": 9.177531105, + "Phosphorus_Level": 3.479685691, + "Glucose_Level": 136.5390977, + "Potassium_Level": 3.985920512, + "Sodium_Level": 139.6132649, + "Smoking_Pack_Years": 39.65473384 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.06426288, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.50974881, + "White_Blood_Cell_Count": 5.993626926, + "Platelet_Count": 422.1880834, + "Albumin_Level": 4.843882575, + "Alkaline_Phosphatase_Level": 91.30489899, + "Alanine_Aminotransferase_Level": 21.19241438, + "Aspartate_Aminotransferase_Level": 41.03623201, + "Creatinine_Level": 1.337596612, + "LDH_Level": 145.6014531, + "Calcium_Level": 10.19923715, + "Phosphorus_Level": 3.191942693, + "Glucose_Level": 89.66224747, + "Potassium_Level": 3.920742496, + "Sodium_Level": 141.6247456, + "Smoking_Pack_Years": 97.88659275 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.47824968, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.57802873, + "White_Blood_Cell_Count": 8.263931835, + "Platelet_Count": 347.3024326, + "Albumin_Level": 4.678807527, + "Alkaline_Phosphatase_Level": 87.89528824, + "Alanine_Aminotransferase_Level": 15.20089698, + "Aspartate_Aminotransferase_Level": 15.79858227, + "Creatinine_Level": 0.656062175, + "LDH_Level": 222.9148614, + "Calcium_Level": 8.029214826, + "Phosphorus_Level": 4.197310518, + "Glucose_Level": 131.5927335, + "Potassium_Level": 3.715676267, + "Sodium_Level": 140.9491491, + "Smoking_Pack_Years": 1.688382327 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.48766634, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.27382589, + "White_Blood_Cell_Count": 3.6675502, + "Platelet_Count": 334.5907124, + "Albumin_Level": 4.454596675, + "Alkaline_Phosphatase_Level": 88.56897829, + "Alanine_Aminotransferase_Level": 24.32243285, + "Aspartate_Aminotransferase_Level": 30.41610967, + "Creatinine_Level": 0.681878276, + "LDH_Level": 184.7210967, + "Calcium_Level": 10.15759785, + "Phosphorus_Level": 3.30110527, + "Glucose_Level": 142.0832618, + "Potassium_Level": 4.05187432, + "Sodium_Level": 140.1402767, + "Smoking_Pack_Years": 41.3277393 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.42159785, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.90590483, + "White_Blood_Cell_Count": 5.745862694, + "Platelet_Count": 361.4554537, + "Albumin_Level": 4.550591117, + "Alkaline_Phosphatase_Level": 43.75279447, + "Alanine_Aminotransferase_Level": 25.59355072, + "Aspartate_Aminotransferase_Level": 25.70609265, + "Creatinine_Level": 1.171142167, + "LDH_Level": 209.452534, + "Calcium_Level": 9.33534967, + "Phosphorus_Level": 3.399901131, + "Glucose_Level": 92.99271849, + "Potassium_Level": 3.999292901, + "Sodium_Level": 142.6822211, + "Smoking_Pack_Years": 53.50903289 + 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"Creatinine_Level": 0.714129353, + "LDH_Level": 227.562077, + "Calcium_Level": 8.390543104, + "Phosphorus_Level": 3.01515785, + "Glucose_Level": 103.6259413, + "Potassium_Level": 4.345668193, + "Sodium_Level": 135.9105275, + "Smoking_Pack_Years": 80.97519605 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.49311754, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.20283729, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.81363793, + "White_Blood_Cell_Count": 8.775351068, + "Platelet_Count": 410.8411629, + "Albumin_Level": 3.427182747, + "Alkaline_Phosphatase_Level": 97.36499839, + "Alanine_Aminotransferase_Level": 14.55929478, + "Aspartate_Aminotransferase_Level": 32.19367258, + "Creatinine_Level": 1.356051256, + "LDH_Level": 112.4040771, + "Calcium_Level": 8.451515064, + "Phosphorus_Level": 4.795984883, + "Glucose_Level": 83.11606133, + "Potassium_Level": 4.023889273, + "Sodium_Level": 139.436898, + "Smoking_Pack_Years": 97.15896494 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.05266871, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.5631192, + "White_Blood_Cell_Count": 4.918886565, + "Platelet_Count": 225.9615542, + "Albumin_Level": 3.252788357, + "Alkaline_Phosphatase_Level": 50.51978217, + "Alanine_Aminotransferase_Level": 39.84372611, + "Aspartate_Aminotransferase_Level": 46.9268838, + "Creatinine_Level": 0.983381356, + "LDH_Level": 222.9364497, + "Calcium_Level": 9.454372754, + "Phosphorus_Level": 3.274554109, + "Glucose_Level": 138.1574739, + "Potassium_Level": 3.847374164, + "Sodium_Level": 141.8517238, + "Smoking_Pack_Years": 34.60127393 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.75796652, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.9339949, + "White_Blood_Cell_Count": 8.936300505, + "Platelet_Count": 262.4849525, + "Albumin_Level": 4.514683078, + "Alkaline_Phosphatase_Level": 43.36099113, + "Alanine_Aminotransferase_Level": 26.19085855, + "Aspartate_Aminotransferase_Level": 23.04593144, + "Creatinine_Level": 0.652622232, + "LDH_Level": 239.8023941, + "Calcium_Level": 8.773280204, + "Phosphorus_Level": 3.541609327, + "Glucose_Level": 101.9005171, + "Potassium_Level": 4.14887252, + "Sodium_Level": 142.7685013, + "Smoking_Pack_Years": 59.66607372 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.23272205, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 71, + 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+ "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.72942905, + "White_Blood_Cell_Count": 6.865715676, + "Platelet_Count": 369.436505, + "Albumin_Level": 4.459093312, + "Alkaline_Phosphatase_Level": 58.80892128, + "Alanine_Aminotransferase_Level": 30.55159961, + "Aspartate_Aminotransferase_Level": 13.07370818, + "Creatinine_Level": 1.020278008, + "LDH_Level": 243.9498047, + "Calcium_Level": 9.543361023, + "Phosphorus_Level": 2.552236276, + "Glucose_Level": 110.4609206, + "Potassium_Level": 3.741385578, + "Sodium_Level": 141.7616363, + "Smoking_Pack_Years": 11.36569792 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.47523406, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.11142606, + "White_Blood_Cell_Count": 6.882635379, + "Platelet_Count": 392.3770065, + "Albumin_Level": 4.779706741, + "Alkaline_Phosphatase_Level": 78.55322286, + "Alanine_Aminotransferase_Level": 13.21479422, + "Aspartate_Aminotransferase_Level": 28.61464195, + "Creatinine_Level": 0.568714, + "LDH_Level": 125.1772112, + "Calcium_Level": 10.40429399, + "Phosphorus_Level": 3.08677897, + "Glucose_Level": 97.75412648, + "Potassium_Level": 4.537762862, + "Sodium_Level": 140.0356492, + "Smoking_Pack_Years": 17.61939971 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 2.620971445, + "Glucose_Level": 149.6083866, + "Potassium_Level": 4.691733943, + "Sodium_Level": 141.6579771, + "Smoking_Pack_Years": 63.42631657 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.72878289, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.12585333, + "White_Blood_Cell_Count": 8.693367171, + "Platelet_Count": 401.8798884, + "Albumin_Level": 3.618314779, + "Alkaline_Phosphatase_Level": 71.50025675, + "Alanine_Aminotransferase_Level": 16.99519873, + "Aspartate_Aminotransferase_Level": 41.40148908, + "Creatinine_Level": 0.926983191, + "LDH_Level": 150.0797125, + "Calcium_Level": 8.621595475, + "Phosphorus_Level": 3.550145884, + "Glucose_Level": 111.0939545, + "Potassium_Level": 4.295050626, + "Sodium_Level": 138.8048977, + "Smoking_Pack_Years": 88.78724509 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.64716346, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.75116016, + "White_Blood_Cell_Count": 3.589667836, + "Platelet_Count": 327.4419761, + "Albumin_Level": 3.865895202, + "Alkaline_Phosphatase_Level": 49.65977201, + "Alanine_Aminotransferase_Level": 5.854494869, + "Aspartate_Aminotransferase_Level": 28.63549579, + "Creatinine_Level": 0.995063083, + "LDH_Level": 236.8406947, + "Calcium_Level": 10.41957371, + "Phosphorus_Level": 4.213906505, + "Glucose_Level": 89.71707833, + "Potassium_Level": 4.081707769, + "Sodium_Level": 135.6377832, + "Smoking_Pack_Years": 0.137913988 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.58434705, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.77649869, + "White_Blood_Cell_Count": 6.459694677, + "Platelet_Count": 346.7183571, + "Albumin_Level": 4.312803148, + "Alkaline_Phosphatase_Level": 114.7253407, + "Alanine_Aminotransferase_Level": 21.82700673, + "Aspartate_Aminotransferase_Level": 35.15901615, + "Creatinine_Level": 0.556065513, + "LDH_Level": 111.267862, + "Calcium_Level": 8.10345769, + "Phosphorus_Level": 4.756966504, + "Glucose_Level": 126.6134268, + "Potassium_Level": 3.518075826, + "Sodium_Level": 137.9282583, + "Smoking_Pack_Years": 90.27374896 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.18654159, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.0895019, + "White_Blood_Cell_Count": 7.543038657, + "Platelet_Count": 154.4081828, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.75321473, + "White_Blood_Cell_Count": 6.791831187, + "Platelet_Count": 410.7817786, + "Albumin_Level": 4.612853082, + "Alkaline_Phosphatase_Level": 106.2594541, + "Alanine_Aminotransferase_Level": 33.21359326, + "Aspartate_Aminotransferase_Level": 29.24533629, + "Creatinine_Level": 1.217294112, + "LDH_Level": 215.297779, + "Calcium_Level": 8.148535092, + "Phosphorus_Level": 2.985519507, + "Glucose_Level": 94.92349826, + "Potassium_Level": 4.24613319, + "Sodium_Level": 137.3565893, + "Smoking_Pack_Years": 37.19959312 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.7587802, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.49755187, + "White_Blood_Cell_Count": 8.016254217, + "Platelet_Count": 217.4644049, + "Albumin_Level": 3.70769173, + "Alkaline_Phosphatase_Level": 57.08796257, + "Alanine_Aminotransferase_Level": 25.10457183, + "Aspartate_Aminotransferase_Level": 35.27160038, + "Creatinine_Level": 1.255762582, + "LDH_Level": 247.5190795, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.24561744, + "White_Blood_Cell_Count": 6.694908474, + "Platelet_Count": 395.7769103, + "Albumin_Level": 4.767088633, + "Alkaline_Phosphatase_Level": 67.48048568, + "Alanine_Aminotransferase_Level": 28.74793971, + "Aspartate_Aminotransferase_Level": 11.39418914, + "Creatinine_Level": 0.889435773, + "LDH_Level": 129.6870962, + "Calcium_Level": 8.465922964, + "Phosphorus_Level": 3.330563585, + "Glucose_Level": 76.01441081, + "Potassium_Level": 3.883639133, + "Sodium_Level": 139.7242673, + "Smoking_Pack_Years": 43.0335447 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.23107197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.63603151, + "White_Blood_Cell_Count": 7.901060771, + "Platelet_Count": 307.6343805, + "Albumin_Level": 3.723766609, + "Alkaline_Phosphatase_Level": 87.58729821, + "Alanine_Aminotransferase_Level": 35.27717051, + "Aspartate_Aminotransferase_Level": 15.31667498, + "Creatinine_Level": 0.777170485, + "LDH_Level": 112.9419326, + "Calcium_Level": 9.954404764, + "Phosphorus_Level": 3.65943579, + "Glucose_Level": 114.329677, + "Potassium_Level": 4.049991931, + "Sodium_Level": 144.8968507, + "Smoking_Pack_Years": 79.83579484 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.89718714, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Smoking_Pack_Years": 76.68711806 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.15933318, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.64872594, + "White_Blood_Cell_Count": 9.452606742, + "Platelet_Count": 431.7524389, + "Albumin_Level": 4.009003189, + "Alkaline_Phosphatase_Level": 68.48707515, + "Alanine_Aminotransferase_Level": 30.79729088, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.48299827, + "White_Blood_Cell_Count": 7.211443156, + "Platelet_Count": 303.6253822, + "Albumin_Level": 3.902226698, + "Alkaline_Phosphatase_Level": 116.3351462, + "Alanine_Aminotransferase_Level": 37.92780903, + "Aspartate_Aminotransferase_Level": 16.28942823, + "Creatinine_Level": 1.324891154, + "LDH_Level": 180.2439507, + "Calcium_Level": 8.178669123, + "Phosphorus_Level": 4.566383932, + "Glucose_Level": 95.43825156, + "Potassium_Level": 4.237288816, + "Sodium_Level": 143.9708404, + "Smoking_Pack_Years": 60.85550514 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.84672501, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.60649097, + "White_Blood_Cell_Count": 6.766128299, + "Platelet_Count": 367.8218182, + "Albumin_Level": 4.294191398, + "Alkaline_Phosphatase_Level": 54.53661423, + "Alanine_Aminotransferase_Level": 6.306827459, + "Aspartate_Aminotransferase_Level": 29.47161862, + "Creatinine_Level": 0.745490576, + "LDH_Level": 164.3096315, + "Calcium_Level": 10.43037498, + "Phosphorus_Level": 3.221830232, + "Glucose_Level": 140.9993997, + "Potassium_Level": 3.976508592, + "Sodium_Level": 136.6206284, + "Smoking_Pack_Years": 1.710826493 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.79454052, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.52571056, + "White_Blood_Cell_Count": 4.573167596, + "Platelet_Count": 248.4097294, + "Albumin_Level": 4.045674846, + "Alkaline_Phosphatase_Level": 46.52327504, + "Alanine_Aminotransferase_Level": 31.198063, + "Aspartate_Aminotransferase_Level": 39.71918712, + "Creatinine_Level": 1.146584233, + "LDH_Level": 114.6006019, + "Calcium_Level": 10.43447985, + "Phosphorus_Level": 2.50839803, + "Glucose_Level": 70.2506766, + "Potassium_Level": 4.458006379, + "Sodium_Level": 144.7252272, + "Smoking_Pack_Years": 32.34128557 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.20310927, + "Tumor_Location": "Lower 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138.1928525, + "Potassium_Level": 4.245747062, + "Sodium_Level": 138.4327843, + "Smoking_Pack_Years": 56.46360527 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.64970584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.00993764, + "White_Blood_Cell_Count": 7.144152141, + "Platelet_Count": 161.9824715, + "Albumin_Level": 3.045433596, + "Alkaline_Phosphatase_Level": 44.91523432, + "Alanine_Aminotransferase_Level": 18.85474117, + "Aspartate_Aminotransferase_Level": 48.70401582, + "Creatinine_Level": 1.276951908, + "LDH_Level": 106.8053714, + "Calcium_Level": 8.960352845, + "Phosphorus_Level": 4.302186171, + "Glucose_Level": 148.5758788, + "Potassium_Level": 4.007992691, + "Sodium_Level": 142.9400187, + "Smoking_Pack_Years": 49.73973048 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.53238831, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.73239664, + "White_Blood_Cell_Count": 3.986342595, + "Platelet_Count": 224.2529869, + "Albumin_Level": 4.834865192, + "Alkaline_Phosphatase_Level": 99.3967168, + "Alanine_Aminotransferase_Level": 29.17136856, + "Aspartate_Aminotransferase_Level": 36.76195775, + "Creatinine_Level": 0.871761531, + "LDH_Level": 183.5059486, + "Calcium_Level": 9.097072045, + "Phosphorus_Level": 2.689409167, + "Glucose_Level": 137.6351698, + "Potassium_Level": 4.037554361, + "Sodium_Level": 138.9537815, + "Smoking_Pack_Years": 48.69047367 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.7234982, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.17920697, + "White_Blood_Cell_Count": 9.073400123, + "Platelet_Count": 377.2547687, + "Albumin_Level": 4.140703546, + "Alkaline_Phosphatase_Level": 49.8251374, + "Alanine_Aminotransferase_Level": 11.72356698, + "Aspartate_Aminotransferase_Level": 11.00709135, + "Creatinine_Level": 1.147279899, + "LDH_Level": 106.1061034, + "Calcium_Level": 9.807687708, + "Phosphorus_Level": 3.977236682, + "Glucose_Level": 145.6560974, + "Potassium_Level": 4.736054182, + "Sodium_Level": 137.4299998, + "Smoking_Pack_Years": 46.29455296 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.27115167, + "Tumor_Location": "Lower 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"Potassium_Level": 4.701585288, + "Sodium_Level": 143.2848335, + "Smoking_Pack_Years": 62.99462219 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.7396355, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.88411824, + "White_Blood_Cell_Count": 9.806389801, + "Platelet_Count": 159.8649199, + "Albumin_Level": 3.499203768, + "Alkaline_Phosphatase_Level": 38.33115082, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.40173296, + "White_Blood_Cell_Count": 6.665521685, + "Platelet_Count": 399.8321616, + "Albumin_Level": 3.603435034, + "Alkaline_Phosphatase_Level": 39.72759062, + "Alanine_Aminotransferase_Level": 15.39353857, + "Aspartate_Aminotransferase_Level": 33.06572186, + "Creatinine_Level": 1.023521733, + "LDH_Level": 104.8444904, + "Calcium_Level": 8.839813693, + "Phosphorus_Level": 2.510670002, + "Glucose_Level": 124.5830991, + "Potassium_Level": 4.687898663, + "Sodium_Level": 136.1309826, + "Smoking_Pack_Years": 56.20103053 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.63201673, + "Tumor_Location": 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90.17113955, + "Potassium_Level": 3.723079918, + "Sodium_Level": 141.4708955, + "Smoking_Pack_Years": 70.8258359 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.16661212, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.29478156, + "White_Blood_Cell_Count": 5.580542998, + "Platelet_Count": 320.9724266, + "Albumin_Level": 3.43554916, + "Alkaline_Phosphatase_Level": 93.30717588, + "Alanine_Aminotransferase_Level": 22.22341735, + "Aspartate_Aminotransferase_Level": 23.52979669, + "Creatinine_Level": 1.141194377, + "LDH_Level": 219.6790432, + "Calcium_Level": 9.729704714, + "Phosphorus_Level": 4.411232308, + "Glucose_Level": 123.2749698, + "Potassium_Level": 4.832695711, + "Sodium_Level": 143.4398117, + "Smoking_Pack_Years": 93.33834956 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.37249703, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.16920791, + "White_Blood_Cell_Count": 7.858727049, + "Platelet_Count": 307.1881535, + "Albumin_Level": 3.277077263, + "Alkaline_Phosphatase_Level": 34.35416749, + "Alanine_Aminotransferase_Level": 29.47004971, + "Aspartate_Aminotransferase_Level": 43.52588912, + "Creatinine_Level": 1.456186348, + "LDH_Level": 100.4512289, + "Calcium_Level": 8.694066316, + "Phosphorus_Level": 3.267652083, + "Glucose_Level": 136.6556144, + "Potassium_Level": 3.680374161, + "Sodium_Level": 139.5619219, + "Smoking_Pack_Years": 82.66370379 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.87041424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.46747211, + "White_Blood_Cell_Count": 6.21915389, + "Platelet_Count": 231.5648309, + "Albumin_Level": 4.098408721, + "Alkaline_Phosphatase_Level": 118.3310664, + "Alanine_Aminotransferase_Level": 12.60315456, + "Aspartate_Aminotransferase_Level": 47.32950357, + "Creatinine_Level": 0.515190032, + "LDH_Level": 172.4014501, + "Calcium_Level": 10.36866622, + "Phosphorus_Level": 3.711942908, + "Glucose_Level": 102.5407212, + "Potassium_Level": 4.53632305, + "Sodium_Level": 135.8161262, + "Smoking_Pack_Years": 71.80515034 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.16934281, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.47920008, + "White_Blood_Cell_Count": 8.080079901, + "Platelet_Count": 247.671551, + "Albumin_Level": 3.702278974, + "Alkaline_Phosphatase_Level": 87.80386844, + "Alanine_Aminotransferase_Level": 22.73383956, + "Aspartate_Aminotransferase_Level": 22.7013103, + "Creatinine_Level": 0.5709376, + "LDH_Level": 187.0460847, + "Calcium_Level": 9.690842527, + "Phosphorus_Level": 3.66169767, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 20.87928963, + "Aspartate_Aminotransferase_Level": 40.46029653, + "Creatinine_Level": 1.080966268, + "LDH_Level": 194.9589728, + "Calcium_Level": 9.040750666, + "Phosphorus_Level": 2.951829749, + "Glucose_Level": 140.9723824, + "Potassium_Level": 4.113928655, + "Sodium_Level": 139.2195534, + "Smoking_Pack_Years": 99.04982635 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.31135809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.67633138, + "White_Blood_Cell_Count": 5.605497322, + "Platelet_Count": 397.1785091, + "Albumin_Level": 4.040967588, + "Alkaline_Phosphatase_Level": 114.8834761, + "Alanine_Aminotransferase_Level": 33.22543411, + "Aspartate_Aminotransferase_Level": 21.40638865, + "Creatinine_Level": 1.478151069, + "LDH_Level": 167.4709854, + "Calcium_Level": 10.38865181, + "Phosphorus_Level": 4.826241182, + "Glucose_Level": 85.16676522, + "Potassium_Level": 3.661740979, + "Sodium_Level": 137.195359, + "Smoking_Pack_Years": 54.03858242 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.44613562, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.89184725, + "White_Blood_Cell_Count": 9.46959467, + "Platelet_Count": 261.0909029, + "Albumin_Level": 3.016126152, + "Alkaline_Phosphatase_Level": 106.1626684, + "Alanine_Aminotransferase_Level": 27.67613944, + "Aspartate_Aminotransferase_Level": 38.30178274, + "Creatinine_Level": 1.440129762, + "LDH_Level": 202.9452745, + "Calcium_Level": 8.372649676, + "Phosphorus_Level": 3.37341539, + "Glucose_Level": 76.3289461, + "Potassium_Level": 4.903812166, + "Sodium_Level": 140.8349852, + "Smoking_Pack_Years": 91.57414179 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.43162137, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.3109217, + "White_Blood_Cell_Count": 7.534349294, + "Platelet_Count": 184.8486235, + "Albumin_Level": 4.73194433, + "Alkaline_Phosphatase_Level": 115.2762015, + "Alanine_Aminotransferase_Level": 24.2180661, + "Aspartate_Aminotransferase_Level": 10.43877228, + "Creatinine_Level": 0.536648861, + "LDH_Level": 104.3986511, + "Calcium_Level": 9.831962061, + "Phosphorus_Level": 4.345147421, + "Glucose_Level": 93.44772494, + "Potassium_Level": 4.006931972, + "Sodium_Level": 135.8168517, + "Smoking_Pack_Years": 16.36015145 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.27456137, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.69122663, + "White_Blood_Cell_Count": 5.423301852, + "Platelet_Count": 157.6929791, + "Albumin_Level": 3.463912557, + "Alkaline_Phosphatase_Level": 94.84769896, + "Alanine_Aminotransferase_Level": 16.9270831, + "Aspartate_Aminotransferase_Level": 11.90529391, + "Creatinine_Level": 0.573576662, + "LDH_Level": 211.0358144, + "Calcium_Level": 8.874686307, + "Phosphorus_Level": 3.070800713, + "Glucose_Level": 76.14746701, + "Potassium_Level": 4.311350012, + "Sodium_Level": 140.9633426, + "Smoking_Pack_Years": 42.26238096 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.35488034, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.3728033, + "White_Blood_Cell_Count": 5.865984638, + "Platelet_Count": 228.2990432, + "Albumin_Level": 4.901891091, + "Alkaline_Phosphatase_Level": 89.32647152, + "Alanine_Aminotransferase_Level": 35.37020804, + "Aspartate_Aminotransferase_Level": 12.91498494, + "Creatinine_Level": 1.071669373, + "LDH_Level": 231.0041019, + "Calcium_Level": 8.546056392, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.93694656, + "White_Blood_Cell_Count": 6.355547134, + "Platelet_Count": 254.0794514, + "Albumin_Level": 4.460800528, + "Alkaline_Phosphatase_Level": 118.0963194, + "Alanine_Aminotransferase_Level": 16.83161107, + "Aspartate_Aminotransferase_Level": 31.95638236, + "Creatinine_Level": 0.571722797, + "LDH_Level": 233.8430202, + "Calcium_Level": 8.083587202, + "Phosphorus_Level": 3.153754947, + "Glucose_Level": 133.3946497, + "Potassium_Level": 4.114800683, + "Sodium_Level": 143.5674141, + "Smoking_Pack_Years": 69.59408867 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.20718609, + "White_Blood_Cell_Count": 5.157780708, + "Platelet_Count": 208.8117158, + "Albumin_Level": 3.070457609, + "Alkaline_Phosphatase_Level": 83.25721514, + "Alanine_Aminotransferase_Level": 17.06534004, + "Aspartate_Aminotransferase_Level": 12.18834204, + "Creatinine_Level": 1.32634205, + "LDH_Level": 163.0623315, + "Calcium_Level": 9.54150529, + "Phosphorus_Level": 3.392445833, + "Glucose_Level": 122.4400585, + "Potassium_Level": 4.305928519, + "Sodium_Level": 141.1987149, + "Smoking_Pack_Years": 10.40837377 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.24697293, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.61033751, + "White_Blood_Cell_Count": 4.874951529, + "Platelet_Count": 414.5084789, + "Albumin_Level": 4.954863594, + "Alkaline_Phosphatase_Level": 106.7051128, + "Alanine_Aminotransferase_Level": 18.60048702, + "Aspartate_Aminotransferase_Level": 43.30154454, + "Creatinine_Level": 0.936461354, + "LDH_Level": 162.6420661, + "Calcium_Level": 9.341345658, + "Phosphorus_Level": 2.704952927, + "Glucose_Level": 71.63821125, + "Potassium_Level": 4.006857364, + "Sodium_Level": 142.9048575, + "Smoking_Pack_Years": 29.12762627 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.01676058, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.77680608, + "White_Blood_Cell_Count": 7.544732288, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.87795017, + "White_Blood_Cell_Count": 8.258173739, + "Platelet_Count": 232.0997834, + "Albumin_Level": 4.577625471, + "Alkaline_Phosphatase_Level": 101.6444522, + "Alanine_Aminotransferase_Level": 36.12292882, + "Aspartate_Aminotransferase_Level": 19.10395034, + "Creatinine_Level": 0.5017365, + "LDH_Level": 226.8313584, + "Calcium_Level": 8.651924769, + "Phosphorus_Level": 2.660121178, + "Glucose_Level": 85.22531324, + "Potassium_Level": 3.979096061, + "Sodium_Level": 143.4959905, + "Smoking_Pack_Years": 97.92964154 + }, + { + "Age": 72, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.66819065, + "White_Blood_Cell_Count": 3.899964707, + "Platelet_Count": 314.0535239, + "Albumin_Level": 4.220206072, + "Alkaline_Phosphatase_Level": 46.04243544, + "Alanine_Aminotransferase_Level": 12.66238969, + "Aspartate_Aminotransferase_Level": 49.70124481, + "Creatinine_Level": 1.216260611, + "LDH_Level": 236.4312755, + "Calcium_Level": 9.531710699, + "Phosphorus_Level": 2.683683088, + "Glucose_Level": 88.59292645, + "Potassium_Level": 4.599574631, + "Sodium_Level": 142.4125082, + "Smoking_Pack_Years": 49.6615211 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.35774155, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.44972582, + "White_Blood_Cell_Count": 7.918670419, + "Platelet_Count": 327.5804882, + "Albumin_Level": 4.489436467, + "Alkaline_Phosphatase_Level": 89.34998233, + "Alanine_Aminotransferase_Level": 33.0094791, + "Aspartate_Aminotransferase_Level": 15.10410342, + "Creatinine_Level": 1.187380322, + "LDH_Level": 142.9298082, + "Calcium_Level": 9.593392974, + "Phosphorus_Level": 3.667726997, + "Glucose_Level": 148.6816058, + "Potassium_Level": 3.679594186, + "Sodium_Level": 144.3827022, + "Smoking_Pack_Years": 67.21779046 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.56693344, + "White_Blood_Cell_Count": 5.514782743, + "Platelet_Count": 249.2877354, + "Albumin_Level": 3.438372284, + "Alkaline_Phosphatase_Level": 61.12223386, + "Alanine_Aminotransferase_Level": 9.928956285, + "Aspartate_Aminotransferase_Level": 49.79873086, + "Creatinine_Level": 0.846144415, + "LDH_Level": 138.4447227, + "Calcium_Level": 9.88789138, + "Phosphorus_Level": 3.919994371, + "Glucose_Level": 80.01771154, + "Potassium_Level": 4.715322244, + "Sodium_Level": 144.2809394, + "Smoking_Pack_Years": 7.030502161 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.55979475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.65381582, + "White_Blood_Cell_Count": 9.322029642, + "Platelet_Count": 221.4311038, + "Albumin_Level": 3.384732922, + "Alkaline_Phosphatase_Level": 72.96064916, + "Alanine_Aminotransferase_Level": 21.21518863, + "Aspartate_Aminotransferase_Level": 33.861704, + "Creatinine_Level": 0.630505303, + "LDH_Level": 116.5796671, + "Calcium_Level": 8.307646166, + "Phosphorus_Level": 3.622127603, + "Glucose_Level": 147.0278697, + "Potassium_Level": 4.601555156, + "Sodium_Level": 137.8669765, + "Smoking_Pack_Years": 76.02465473 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.85672526, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.39738759, + "White_Blood_Cell_Count": 4.689924496, + "Platelet_Count": 379.2678239, + "Albumin_Level": 4.048828427, + "Alkaline_Phosphatase_Level": 86.58338965, + "Alanine_Aminotransferase_Level": 25.23357428, + "Aspartate_Aminotransferase_Level": 49.08475918, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.93215298, + "White_Blood_Cell_Count": 5.059161528, + "Platelet_Count": 176.6931346, + "Albumin_Level": 3.025051353, + "Alkaline_Phosphatase_Level": 75.54715514, + "Alanine_Aminotransferase_Level": 11.89515915, + "Aspartate_Aminotransferase_Level": 29.96475122, + "Creatinine_Level": 1.479607652, + "LDH_Level": 195.6240348, + "Calcium_Level": 8.477436619, + "Phosphorus_Level": 3.985558928, + "Glucose_Level": 141.9101215, + "Potassium_Level": 4.332997601, + "Sodium_Level": 139.9913818, + "Smoking_Pack_Years": 92.26402949 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.67199096, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.20498354, + "White_Blood_Cell_Count": 6.399608189, + "Platelet_Count": 267.6021736, + "Albumin_Level": 3.444134809, + "Alkaline_Phosphatase_Level": 88.38281512, + "Alanine_Aminotransferase_Level": 30.25597345, + "Aspartate_Aminotransferase_Level": 37.82468314, + "Creatinine_Level": 0.907325033, + "LDH_Level": 146.1876976, + "Calcium_Level": 10.49607645, + "Phosphorus_Level": 4.629968449, + "Glucose_Level": 81.60094694, + "Potassium_Level": 4.210620403, + "Sodium_Level": 141.3678622, + "Smoking_Pack_Years": 5.892924938 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.93566841, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.07114832, + "White_Blood_Cell_Count": 8.361299794, + "Platelet_Count": 365.4588898, + "Albumin_Level": 4.262673983, + "Alkaline_Phosphatase_Level": 118.2078586, + "Alanine_Aminotransferase_Level": 11.66832585, + "Aspartate_Aminotransferase_Level": 16.93234537, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.97319118, + "White_Blood_Cell_Count": 8.978795637, + "Platelet_Count": 195.7488233, + "Albumin_Level": 3.830463157, + "Alkaline_Phosphatase_Level": 39.40213281, + "Alanine_Aminotransferase_Level": 24.30991652, + "Aspartate_Aminotransferase_Level": 45.54705512, + "Creatinine_Level": 1.484891978, + "LDH_Level": 117.2204848, + "Calcium_Level": 9.075553905, + "Phosphorus_Level": 3.723529494, + "Glucose_Level": 130.4757115, + "Potassium_Level": 4.597216559, + "Sodium_Level": 139.8606488, + "Smoking_Pack_Years": 74.64485029 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.86372257, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.96690873, + "White_Blood_Cell_Count": 9.826675752, + "Platelet_Count": 154.4432372, + "Albumin_Level": 4.328597581, + "Alkaline_Phosphatase_Level": 30.45229781, + "Alanine_Aminotransferase_Level": 32.10983723, + "Aspartate_Aminotransferase_Level": 46.15719447, + "Creatinine_Level": 0.564029673, + "LDH_Level": 206.9571612, + "Calcium_Level": 8.078386508, + "Phosphorus_Level": 4.430939771, + "Glucose_Level": 144.4104769, + "Potassium_Level": 3.598526363, + "Sodium_Level": 138.5886841, + "Smoking_Pack_Years": 13.23303675 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.99091149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.15987756, + "White_Blood_Cell_Count": 6.210707521, + "Platelet_Count": 425.9768737, + "Albumin_Level": 3.241963055, + "Alkaline_Phosphatase_Level": 95.03602234, + "Alanine_Aminotransferase_Level": 5.722878857, + "Aspartate_Aminotransferase_Level": 25.76833678, + "Creatinine_Level": 1.368620294, + "LDH_Level": 210.2095228, + "Calcium_Level": 9.013283774, + "Phosphorus_Level": 3.754149342, + "Glucose_Level": 79.01256879, + "Potassium_Level": 3.788347908, + "Sodium_Level": 136.4496258, + "Smoking_Pack_Years": 48.17702768 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.02471985, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.34288067, + "White_Blood_Cell_Count": 9.126407225, + "Platelet_Count": 248.35947, + "Albumin_Level": 3.714729433, + "Alkaline_Phosphatase_Level": 72.26874883, + "Alanine_Aminotransferase_Level": 16.96389343, + "Aspartate_Aminotransferase_Level": 13.08956262, + "Creatinine_Level": 0.722540055, + "LDH_Level": 185.3002146, + "Calcium_Level": 9.193541112, + "Phosphorus_Level": 3.883158307, + "Glucose_Level": 81.06726691, + "Potassium_Level": 4.323586632, + "Sodium_Level": 142.7195614, + "Smoking_Pack_Years": 86.17318103 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.50650409, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.92637511, + "White_Blood_Cell_Count": 3.938022124, + "Platelet_Count": 245.1020645, + "Albumin_Level": 4.662080504, + "Alkaline_Phosphatase_Level": 71.78008342, + "Alanine_Aminotransferase_Level": 12.4451061, + "Aspartate_Aminotransferase_Level": 12.90665644, + "Creatinine_Level": 0.501414512, + "LDH_Level": 224.1636385, + "Calcium_Level": 9.682307601, + "Phosphorus_Level": 4.718804242, + "Glucose_Level": 76.98849711, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 12.06636806, + "Aspartate_Aminotransferase_Level": 47.61404572, + "Creatinine_Level": 0.834816204, + "LDH_Level": 154.5129896, + "Calcium_Level": 10.11977572, + "Phosphorus_Level": 3.248010408, + "Glucose_Level": 85.75082406, + "Potassium_Level": 4.179678354, + "Sodium_Level": 144.0877937, + "Smoking_Pack_Years": 46.63130543 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.05693475, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.6233323, + "White_Blood_Cell_Count": 5.910857278, + "Platelet_Count": 359.2751847, + "Albumin_Level": 3.122925643, + "Alkaline_Phosphatase_Level": 81.75364916, + "Alanine_Aminotransferase_Level": 15.10063516, + "Aspartate_Aminotransferase_Level": 45.29560864, + "Creatinine_Level": 0.861171578, + "LDH_Level": 129.085128, + "Calcium_Level": 8.165283468, + "Phosphorus_Level": 3.721834041, + "Glucose_Level": 142.6973862, + "Potassium_Level": 3.577120258, + "Sodium_Level": 141.9228493, + "Smoking_Pack_Years": 64.94803787 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.08883878, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.93806487, + "White_Blood_Cell_Count": 4.517547572, + "Platelet_Count": 344.8616001, + "Albumin_Level": 4.715990538, + "Alkaline_Phosphatase_Level": 79.96317751, + "Alanine_Aminotransferase_Level": 28.32641973, + "Aspartate_Aminotransferase_Level": 27.62483191, + "Creatinine_Level": 1.137888765, + "LDH_Level": 186.0153575, + "Calcium_Level": 9.110775364, + "Phosphorus_Level": 3.242260227, + "Glucose_Level": 124.5328264, + "Potassium_Level": 4.499290521, + "Sodium_Level": 135.3192134, + "Smoking_Pack_Years": 27.49615279 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.33937084, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.70144155, + "White_Blood_Cell_Count": 3.696701915, + "Platelet_Count": 249.0463018, + "Albumin_Level": 4.154034735, + "Alkaline_Phosphatase_Level": 82.48486703, + "Alanine_Aminotransferase_Level": 24.0916339, + "Aspartate_Aminotransferase_Level": 17.24087272, + "Creatinine_Level": 0.733172793, + "LDH_Level": 246.4200411, + "Calcium_Level": 9.908962449, + "Phosphorus_Level": 3.079677514, + "Glucose_Level": 110.7559302, + "Potassium_Level": 4.633383083, + "Sodium_Level": 140.842571, + "Smoking_Pack_Years": 58.94556745 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.67511229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.75727868, + "White_Blood_Cell_Count": 4.318674414, + "Platelet_Count": 244.8072411, + "Albumin_Level": 4.143338198, + "Alkaline_Phosphatase_Level": 113.1259991, + "Alanine_Aminotransferase_Level": 15.07013049, + "Aspartate_Aminotransferase_Level": 21.67891622, + "Creatinine_Level": 0.53715855, + "LDH_Level": 168.9538472, + "Calcium_Level": 8.128257298, + "Phosphorus_Level": 2.615529418, + "Glucose_Level": 118.2480723, + "Potassium_Level": 4.676725462, + "Sodium_Level": 143.4502124, + "Smoking_Pack_Years": 45.3268876 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.60343279, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.97241546, + "White_Blood_Cell_Count": 9.338152637, + "Platelet_Count": 400.0755975, + "Albumin_Level": 4.84402759, + "Alkaline_Phosphatase_Level": 91.55408278, + "Alanine_Aminotransferase_Level": 8.611212784, + "Aspartate_Aminotransferase_Level": 19.44482716, + "Creatinine_Level": 1.155540731, + "LDH_Level": 194.9145474, + "Calcium_Level": 9.142487043, + "Phosphorus_Level": 2.65878362, + "Glucose_Level": 83.68362147, + "Potassium_Level": 3.989562241, + "Sodium_Level": 143.0915234, + "Smoking_Pack_Years": 83.93476931 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.46089981, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.35165254, + "White_Blood_Cell_Count": 5.413684505, + "Platelet_Count": 421.1781656, + "Albumin_Level": 4.007472527, + "Alkaline_Phosphatase_Level": 88.21426925, + "Alanine_Aminotransferase_Level": 31.33970244, + "Aspartate_Aminotransferase_Level": 41.38773692, + "Creatinine_Level": 1.175494248, + "LDH_Level": 201.1296834, + "Calcium_Level": 10.38133785, + "Phosphorus_Level": 3.684975533, + "Glucose_Level": 112.1193824, + "Potassium_Level": 3.648207249, + "Sodium_Level": 143.7855489, + "Smoking_Pack_Years": 7.128211553 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.79466329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.93390232, + "White_Blood_Cell_Count": 5.455242636, + "Platelet_Count": 382.5610119, + "Albumin_Level": 3.326208178, + "Alkaline_Phosphatase_Level": 115.9630139, + "Alanine_Aminotransferase_Level": 20.96857107, + "Aspartate_Aminotransferase_Level": 27.10649671, + "Creatinine_Level": 1.300802249, + "LDH_Level": 175.57116, + "Calcium_Level": 10.29361332, + "Phosphorus_Level": 3.795072075, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.38209731, + "White_Blood_Cell_Count": 4.676622998, + "Platelet_Count": 340.2001435, + "Albumin_Level": 3.686730769, + "Alkaline_Phosphatase_Level": 89.11255801, + "Alanine_Aminotransferase_Level": 5.458561679, + "Aspartate_Aminotransferase_Level": 19.1038873, + "Creatinine_Level": 0.688721737, + "LDH_Level": 247.2326132, + "Calcium_Level": 9.919603269, + "Phosphorus_Level": 3.617797913, + "Glucose_Level": 87.0241621, + "Potassium_Level": 3.824772878, + "Sodium_Level": 143.0254088, + "Smoking_Pack_Years": 33.895246 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.89418077, + "White_Blood_Cell_Count": 6.326829537, + "Platelet_Count": 399.0987603, + "Albumin_Level": 3.823285549, + "Alkaline_Phosphatase_Level": 43.59642642, + "Alanine_Aminotransferase_Level": 30.45652796, + "Aspartate_Aminotransferase_Level": 20.18881987, + "Creatinine_Level": 0.664945764, + "LDH_Level": 186.4525189, + "Calcium_Level": 10.46542907, + "Phosphorus_Level": 4.431836702, + "Glucose_Level": 120.8758868, + "Potassium_Level": 4.961400909, + "Sodium_Level": 141.4464539, + "Smoking_Pack_Years": 43.90939811 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never 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10.13928598, + "Phosphorus_Level": 3.930876876, + "Glucose_Level": 99.36505537, + "Potassium_Level": 4.370853922, + "Sodium_Level": 140.4158843, + "Smoking_Pack_Years": 91.83223675 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.55870754, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.53619652, + "White_Blood_Cell_Count": 3.859291349, + "Platelet_Count": 377.483268, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.43963562, + "White_Blood_Cell_Count": 3.541793647, + "Platelet_Count": 265.2588017, + "Albumin_Level": 3.197196259, + "Alkaline_Phosphatase_Level": 36.41561396, + "Alanine_Aminotransferase_Level": 35.3748133, + "Aspartate_Aminotransferase_Level": 21.45036508, + "Creatinine_Level": 0.936564448, + "LDH_Level": 177.7352367, + "Calcium_Level": 8.039823797, + "Phosphorus_Level": 3.608067431, + "Glucose_Level": 73.51690767, + "Potassium_Level": 3.748184107, + "Sodium_Level": 140.2992891, + "Smoking_Pack_Years": 44.34258406 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.55623823, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.23564448, + "White_Blood_Cell_Count": 6.72136271, + "Platelet_Count": 186.0250807, + "Albumin_Level": 3.720069263, + "Alkaline_Phosphatase_Level": 91.9446497, + "Alanine_Aminotransferase_Level": 29.16181132, + "Aspartate_Aminotransferase_Level": 33.64213951, + "Creatinine_Level": 1.062207962, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.38677422, + "White_Blood_Cell_Count": 6.420385967, + "Platelet_Count": 243.788581, + "Albumin_Level": 3.529761089, + "Alkaline_Phosphatase_Level": 66.37899566, + "Alanine_Aminotransferase_Level": 32.56686179, + "Aspartate_Aminotransferase_Level": 26.60672086, + "Creatinine_Level": 0.827573168, + "LDH_Level": 111.0784197, + "Calcium_Level": 8.301359965, + "Phosphorus_Level": 2.742346991, + "Glucose_Level": 77.02342243, + "Potassium_Level": 4.833084764, + "Sodium_Level": 139.3073672, + "Smoking_Pack_Years": 34.38786822 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.58705192, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.03327175, + "White_Blood_Cell_Count": 8.179408886, + "Platelet_Count": 198.2372549, + "Albumin_Level": 3.660195684, + "Alkaline_Phosphatase_Level": 56.55625431, + "Alanine_Aminotransferase_Level": 25.43669499, + "Aspartate_Aminotransferase_Level": 34.75720968, + "Creatinine_Level": 0.635870905, + "LDH_Level": 111.3592232, + "Calcium_Level": 8.355058858, + "Phosphorus_Level": 2.620744843, + "Glucose_Level": 110.2559138, + "Potassium_Level": 4.231447114, + "Sodium_Level": 141.0812411, + "Smoking_Pack_Years": 38.65485269 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.76409929, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.93866544, + "White_Blood_Cell_Count": 6.10274315, + "Platelet_Count": 377.1939933, + "Albumin_Level": 3.499937152, + "Alkaline_Phosphatase_Level": 90.20440155, + "Alanine_Aminotransferase_Level": 15.1034507, + "Aspartate_Aminotransferase_Level": 32.14258522, + "Creatinine_Level": 1.145071125, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.70360348, + "White_Blood_Cell_Count": 8.04788881, + "Platelet_Count": 406.8746927, + "Albumin_Level": 3.564426588, + "Alkaline_Phosphatase_Level": 45.40961344, + "Alanine_Aminotransferase_Level": 22.57868479, + "Aspartate_Aminotransferase_Level": 38.22173595, + "Creatinine_Level": 0.894306992, + "LDH_Level": 244.1556332, + "Calcium_Level": 9.384430762, + "Phosphorus_Level": 4.88487239, + "Glucose_Level": 78.2765697, + "Potassium_Level": 3.62238054, + "Sodium_Level": 139.0569074, + "Smoking_Pack_Years": 45.50538465 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.45583689, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.81749789, + "White_Blood_Cell_Count": 7.697180836, + "Platelet_Count": 444.1813363, + "Albumin_Level": 3.72507573, + "Alkaline_Phosphatase_Level": 74.47669678, + "Alanine_Aminotransferase_Level": 22.16449881, + "Aspartate_Aminotransferase_Level": 17.47433135, + "Creatinine_Level": 0.507438865, + "LDH_Level": 179.9541441, + "Calcium_Level": 8.953907959, + "Phosphorus_Level": 4.25869195, + "Glucose_Level": 93.15949059, + "Potassium_Level": 4.583315476, + "Sodium_Level": 140.2796376, + "Smoking_Pack_Years": 25.76404164 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.59400525, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 12, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.04709502, + "White_Blood_Cell_Count": 7.416870183, + "Platelet_Count": 425.9976764, + "Albumin_Level": 3.19333156, + "Alkaline_Phosphatase_Level": 75.14774649, + "Alanine_Aminotransferase_Level": 18.45708033, + "Aspartate_Aminotransferase_Level": 26.17353364, + "Creatinine_Level": 0.583647979, + "LDH_Level": 150.713136, + "Calcium_Level": 8.701450419, + "Phosphorus_Level": 3.35485354, + "Glucose_Level": 140.8701054, + "Potassium_Level": 4.54444763, + "Sodium_Level": 142.3299925, + "Smoking_Pack_Years": 27.08692307 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.17867979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.69862245, + "White_Blood_Cell_Count": 9.623965111, + "Platelet_Count": 430.2184637, + "Albumin_Level": 3.263564264, + "Alkaline_Phosphatase_Level": 81.38125493, + "Alanine_Aminotransferase_Level": 10.97284022, + "Aspartate_Aminotransferase_Level": 46.02799566, + "Creatinine_Level": 0.56748713, + "LDH_Level": 155.4049863, + "Calcium_Level": 9.922354764, + "Phosphorus_Level": 2.586380692, + "Glucose_Level": 75.4776501, + "Potassium_Level": 4.30147542, + "Sodium_Level": 143.8209036, + "Smoking_Pack_Years": 42.50464915 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Never Smoked", + "Tumor_Size_mm": 75.63843831, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.97106009, + "White_Blood_Cell_Count": 6.286857153, + "Platelet_Count": 342.216967, + "Albumin_Level": 4.052482009, + "Alkaline_Phosphatase_Level": 109.9090904, + "Alanine_Aminotransferase_Level": 36.13875031, + "Aspartate_Aminotransferase_Level": 42.95031956, + "Creatinine_Level": 1.151580247, + "LDH_Level": 117.1436807, + "Calcium_Level": 8.93730962, + "Phosphorus_Level": 3.658135762, + "Glucose_Level": 94.86554791, + "Potassium_Level": 4.048004495, + "Sodium_Level": 135.8728061, + "Smoking_Pack_Years": 98.76478191 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.41517339, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.56976898, + "White_Blood_Cell_Count": 9.97605184, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.58567678, + "White_Blood_Cell_Count": 6.899827162, + "Platelet_Count": 343.6919769, + "Albumin_Level": 4.831626097, + "Alkaline_Phosphatase_Level": 32.22787876, + "Alanine_Aminotransferase_Level": 26.76436267, + "Aspartate_Aminotransferase_Level": 43.52158223, + "Creatinine_Level": 1.090377332, + "LDH_Level": 178.9381212, + "Calcium_Level": 8.095856879, + "Phosphorus_Level": 2.502199314, + "Glucose_Level": 93.23484267, + "Potassium_Level": 4.008400645, + "Sodium_Level": 141.0261455, + "Smoking_Pack_Years": 34.81678444 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.18942667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", 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{ + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.49419446, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.80275683, + "White_Blood_Cell_Count": 3.715137258, + "Platelet_Count": 201.6378775, + "Albumin_Level": 3.347933627, + "Alkaline_Phosphatase_Level": 30.3962023, + "Alanine_Aminotransferase_Level": 30.21170492, + "Aspartate_Aminotransferase_Level": 31.15361151, + "Creatinine_Level": 0.914589307, + "LDH_Level": 117.4751552, + "Calcium_Level": 10.33435675, + "Phosphorus_Level": 2.618441663, + "Glucose_Level": 144.9536364, + "Potassium_Level": 4.095424069, + "Sodium_Level": 139.3334147, + "Smoking_Pack_Years": 97.14163815 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.65521223, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.06351649, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.88937084, + "White_Blood_Cell_Count": 6.111043749, + "Platelet_Count": 349.9664565, + "Albumin_Level": 4.680301939, + "Alkaline_Phosphatase_Level": 106.7117691, + "Alanine_Aminotransferase_Level": 12.80002655, + "Aspartate_Aminotransferase_Level": 15.52975267, + "Creatinine_Level": 1.005335464, + "LDH_Level": 152.1754791, + "Calcium_Level": 10.11693956, + "Phosphorus_Level": 2.566221884, + "Glucose_Level": 81.6465733, + "Potassium_Level": 3.692198605, + "Sodium_Level": 135.0168583, + "Smoking_Pack_Years": 94.8225269 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.69015556, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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137.3682443, + "Smoking_Pack_Years": 30.98114403 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.29079436, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.89581853, + "White_Blood_Cell_Count": 4.915999652, + "Platelet_Count": 246.3206714, + "Albumin_Level": 3.23252314, + "Alkaline_Phosphatase_Level": 67.68790062, + "Alanine_Aminotransferase_Level": 36.01813115, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.98481754, + "White_Blood_Cell_Count": 7.657291587, + "Platelet_Count": 377.0985003, + "Albumin_Level": 4.889049406, + "Alkaline_Phosphatase_Level": 113.6152067, + "Alanine_Aminotransferase_Level": 15.84405472, + "Aspartate_Aminotransferase_Level": 23.86732549, + "Creatinine_Level": 0.97058678, + "LDH_Level": 185.6045576, + "Calcium_Level": 8.663279425, + "Phosphorus_Level": 2.748381105, + "Glucose_Level": 145.3257447, + "Potassium_Level": 4.41372601, + "Sodium_Level": 139.1985325, + "Smoking_Pack_Years": 87.73215421 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.19335922, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.03552282, + "White_Blood_Cell_Count": 6.697395343, + "Platelet_Count": 268.8127428, + "Albumin_Level": 4.145051715, + "Alkaline_Phosphatase_Level": 59.59191195, + "Alanine_Aminotransferase_Level": 26.49897748, + "Aspartate_Aminotransferase_Level": 12.87769501, + "Creatinine_Level": 0.733613139, + "LDH_Level": 106.9227628, + "Calcium_Level": 9.703136632, + "Phosphorus_Level": 4.017768168, + "Glucose_Level": 80.35663268, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.54798073, + "White_Blood_Cell_Count": 8.780908985, + "Platelet_Count": 319.722035, + "Albumin_Level": 4.862175419, + "Alkaline_Phosphatase_Level": 108.6093679, + "Alanine_Aminotransferase_Level": 26.32915463, + "Aspartate_Aminotransferase_Level": 41.10384496, + "Creatinine_Level": 1.161745759, + "LDH_Level": 156.0923129, + "Calcium_Level": 10.09680979, + "Phosphorus_Level": 4.078609286, + "Glucose_Level": 94.94614984, + "Potassium_Level": 4.766320185, + "Sodium_Level": 138.1503529, + "Smoking_Pack_Years": 54.77979766 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.48248605, + "Tumor_Location": 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112.0627394, + "Potassium_Level": 4.203989337, + "Sodium_Level": 138.2443086, + "Smoking_Pack_Years": 98.2360367 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.23167339, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.03090319, + "White_Blood_Cell_Count": 8.71452792, + "Platelet_Count": 359.1387948, + "Albumin_Level": 3.034387611, + "Alkaline_Phosphatase_Level": 43.31806141, + "Alanine_Aminotransferase_Level": 10.6693141, + "Aspartate_Aminotransferase_Level": 14.43232035, + "Creatinine_Level": 1.254065106, + "LDH_Level": 103.0429597, + "Calcium_Level": 9.403988627, + "Phosphorus_Level": 3.969250949, + "Glucose_Level": 109.454821, + "Potassium_Level": 3.920718644, + "Sodium_Level": 137.4117523, + "Smoking_Pack_Years": 21.52510169 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.86166868, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.24371294, + "White_Blood_Cell_Count": 5.64076301, + "Platelet_Count": 150.4823715, + "Albumin_Level": 3.888956713, + "Alkaline_Phosphatase_Level": 93.84041986, + "Alanine_Aminotransferase_Level": 20.6051466, + "Aspartate_Aminotransferase_Level": 15.37712634, + "Creatinine_Level": 0.71560883, + "LDH_Level": 102.2711247, + "Calcium_Level": 10.4289179, + "Phosphorus_Level": 3.811863878, + "Glucose_Level": 126.6105602, + "Potassium_Level": 4.190742666, + "Sodium_Level": 138.1416967, + "Smoking_Pack_Years": 45.92355414 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.07589144, + "White_Blood_Cell_Count": 4.935672302, + "Platelet_Count": 398.1632613, + "Albumin_Level": 4.099663473, + "Alkaline_Phosphatase_Level": 115.24515, + "Alanine_Aminotransferase_Level": 33.18117465, + "Aspartate_Aminotransferase_Level": 46.49038825, + "Creatinine_Level": 0.507942315, + "LDH_Level": 207.5259176, + "Calcium_Level": 8.159350325, + "Phosphorus_Level": 3.641356408, + "Glucose_Level": 119.3970417, + "Potassium_Level": 4.679735245, + "Sodium_Level": 144.9650155, + "Smoking_Pack_Years": 77.53851526 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.63902992, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.85523512, + "White_Blood_Cell_Count": 9.164510656, + "Platelet_Count": 155.0328728, + "Albumin_Level": 3.27288667, + "Alkaline_Phosphatase_Level": 106.4259683, + "Alanine_Aminotransferase_Level": 27.62839998, + "Aspartate_Aminotransferase_Level": 46.58151146, + "Creatinine_Level": 1.157025872, + "LDH_Level": 143.5201453, + "Calcium_Level": 9.795556702, + "Phosphorus_Level": 3.593828757, + "Glucose_Level": 141.3248417, + "Potassium_Level": 3.784928871, + "Sodium_Level": 135.853969, + "Smoking_Pack_Years": 65.02854328 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.3403319, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.5610576, + "White_Blood_Cell_Count": 5.778612051, + "Platelet_Count": 388.9575815, + "Albumin_Level": 3.329435202, + "Alkaline_Phosphatase_Level": 67.4122553, + "Alanine_Aminotransferase_Level": 22.94719473, + "Aspartate_Aminotransferase_Level": 18.9946829, + "Creatinine_Level": 1.068506781, + "LDH_Level": 215.3815701, + "Calcium_Level": 10.14171448, + "Phosphorus_Level": 2.524198385, + "Glucose_Level": 129.3231884, + "Potassium_Level": 4.143872664, + "Sodium_Level": 144.1871292, + "Smoking_Pack_Years": 85.34839495 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.71312674, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.66568692, + "White_Blood_Cell_Count": 5.455753861, + "Platelet_Count": 443.6119546, + "Albumin_Level": 3.837474725, + "Alkaline_Phosphatase_Level": 117.9495358, + "Alanine_Aminotransferase_Level": 17.77610231, + "Aspartate_Aminotransferase_Level": 33.39873862, + "Creatinine_Level": 1.102000726, + "LDH_Level": 172.8370582, + "Calcium_Level": 8.920467133, + "Phosphorus_Level": 3.37969903, + "Glucose_Level": 75.22793728, + "Potassium_Level": 3.782457368, + "Sodium_Level": 140.3890023, + "Smoking_Pack_Years": 30.71841857 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.3215547, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.97053127, + "White_Blood_Cell_Count": 6.326325427, + "Platelet_Count": 378.2367784, + "Albumin_Level": 3.745776515, + "Alkaline_Phosphatase_Level": 96.77027778, + "Alanine_Aminotransferase_Level": 35.99469597, + "Aspartate_Aminotransferase_Level": 49.71570085, + "Creatinine_Level": 1.41146887, + "LDH_Level": 217.5442989, + "Calcium_Level": 8.885740581, + "Phosphorus_Level": 3.690127288, + "Glucose_Level": 135.2690301, + "Potassium_Level": 3.705346048, + "Sodium_Level": 142.4741723, + "Smoking_Pack_Years": 13.49529411 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.1061012, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.59805061, + "White_Blood_Cell_Count": 9.215027094, + "Platelet_Count": 204.0281598, + "Albumin_Level": 3.487448387, + "Alkaline_Phosphatase_Level": 71.19693295, + "Alanine_Aminotransferase_Level": 20.48716747, + "Aspartate_Aminotransferase_Level": 33.18766133, + "Creatinine_Level": 1.411866305, + "LDH_Level": 145.4981099, + "Calcium_Level": 9.215668426, + "Phosphorus_Level": 2.80966419, + "Glucose_Level": 99.44319778, + "Potassium_Level": 4.088082163, + "Sodium_Level": 142.0312374, + "Smoking_Pack_Years": 86.52831506 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.04644413, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.12639632, + "White_Blood_Cell_Count": 3.732492191, + "Platelet_Count": 154.0672396, + "Albumin_Level": 3.722058968, + "Alkaline_Phosphatase_Level": 107.9877365, + "Alanine_Aminotransferase_Level": 15.83121137, + "Aspartate_Aminotransferase_Level": 49.92229991, + "Creatinine_Level": 1.274627252, + "LDH_Level": 100.6752177, + "Calcium_Level": 8.752442431, + "Phosphorus_Level": 4.885186513, + "Glucose_Level": 123.0947949, + "Potassium_Level": 4.236634456, + "Sodium_Level": 138.5001128, + "Smoking_Pack_Years": 61.85707525 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.59423149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.52941684, + "White_Blood_Cell_Count": 8.06342037, + "Platelet_Count": 442.194626, + "Albumin_Level": 4.183671696, + "Alkaline_Phosphatase_Level": 64.18699188, + "Alanine_Aminotransferase_Level": 35.61960743, + "Aspartate_Aminotransferase_Level": 27.53602708, + "Creatinine_Level": 1.131999606, + "LDH_Level": 131.3086609, + "Calcium_Level": 8.400426809, + "Phosphorus_Level": 2.9238586, + "Glucose_Level": 71.11701615, + "Potassium_Level": 3.960261386, + "Sodium_Level": 139.5773186, + "Smoking_Pack_Years": 98.38127514 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.15366814, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.38787693, + "White_Blood_Cell_Count": 6.130700599, + "Platelet_Count": 364.1821832, + "Albumin_Level": 4.593725486, + "Alkaline_Phosphatase_Level": 95.37361149, + "Alanine_Aminotransferase_Level": 25.85148565, + "Aspartate_Aminotransferase_Level": 38.89001494, + "Creatinine_Level": 1.443199499, + "LDH_Level": 218.3297084, + "Calcium_Level": 8.376265564, + "Phosphorus_Level": 4.854108154, + "Glucose_Level": 127.0963443, + "Potassium_Level": 4.191264098, + "Sodium_Level": 135.0949753, + "Smoking_Pack_Years": 43.12816784 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.13400748, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.67421088, + "White_Blood_Cell_Count": 8.052407415, + "Platelet_Count": 266.8294206, + "Albumin_Level": 4.593223856, + "Alkaline_Phosphatase_Level": 73.21768014, + "Alanine_Aminotransferase_Level": 18.59399863, + "Aspartate_Aminotransferase_Level": 19.10493131, + "Creatinine_Level": 0.673937856, + "LDH_Level": 155.2123973, + "Calcium_Level": 8.485405539, + "Phosphorus_Level": 3.352746577, + "Glucose_Level": 71.6945865, + "Potassium_Level": 4.099101288, + "Sodium_Level": 139.4780377, + "Smoking_Pack_Years": 38.62792182 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.94318312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.87960937, + "White_Blood_Cell_Count": 4.011637889, + "Platelet_Count": 340.3440132, + "Albumin_Level": 4.991922595, + "Alkaline_Phosphatase_Level": 99.13751997, + "Alanine_Aminotransferase_Level": 19.62986313, + "Aspartate_Aminotransferase_Level": 17.43067642, + "Creatinine_Level": 0.535823682, + "LDH_Level": 112.9756969, + "Calcium_Level": 8.034365559, + "Phosphorus_Level": 3.274428209, + "Glucose_Level": 110.6147704, + "Potassium_Level": 4.923629112, + "Sodium_Level": 136.8126381, + "Smoking_Pack_Years": 26.87070822 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.975262, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.59368189, + "White_Blood_Cell_Count": 3.852701824, + "Platelet_Count": 251.6079631, + "Albumin_Level": 4.224211703, + "Alkaline_Phosphatase_Level": 55.015577, + "Alanine_Aminotransferase_Level": 27.73583353, + "Aspartate_Aminotransferase_Level": 13.68180675, + "Creatinine_Level": 0.860486248, + "LDH_Level": 126.9681867, + "Calcium_Level": 10.11748971, + "Phosphorus_Level": 4.531692787, + "Glucose_Level": 147.100673, + "Potassium_Level": 4.800835345, + "Sodium_Level": 138.1503476, + "Smoking_Pack_Years": 2.860591486 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.42434767, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.5459436, + "White_Blood_Cell_Count": 7.297561527, + "Platelet_Count": 439.0816021, + "Albumin_Level": 3.018781956, + "Alkaline_Phosphatase_Level": 94.97925005, + "Alanine_Aminotransferase_Level": 33.53824001, + "Aspartate_Aminotransferase_Level": 46.36651452, + "Creatinine_Level": 0.796287412, + "LDH_Level": 119.2211958, + "Calcium_Level": 10.06965899, + "Phosphorus_Level": 4.088427044, + "Glucose_Level": 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37.79810706, + "Alanine_Aminotransferase_Level": 14.26176108, + "Aspartate_Aminotransferase_Level": 12.71603117, + "Creatinine_Level": 1.285800575, + "LDH_Level": 233.8295445, + "Calcium_Level": 8.796791576, + "Phosphorus_Level": 3.393607964, + "Glucose_Level": 133.8363272, + "Potassium_Level": 4.765623316, + "Sodium_Level": 138.4090135, + "Smoking_Pack_Years": 21.50544737 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.02742238, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.89321326, + "White_Blood_Cell_Count": 8.792326806, + "Platelet_Count": 447.0959868, + "Albumin_Level": 4.701160811, + "Alkaline_Phosphatase_Level": 76.01426167, + "Alanine_Aminotransferase_Level": 5.987864269, + "Aspartate_Aminotransferase_Level": 38.35661452, + "Creatinine_Level": 1.066352814, + "LDH_Level": 158.2735027, + "Calcium_Level": 10.48072571, + "Phosphorus_Level": 3.99355923, + "Glucose_Level": 141.8815866, + "Potassium_Level": 4.828110272, + "Sodium_Level": 136.8756365, + "Smoking_Pack_Years": 82.39511233 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.35730266, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.2576435, + "White_Blood_Cell_Count": 5.236371162, + "Platelet_Count": 384.46384, + "Albumin_Level": 3.825447653, + "Alkaline_Phosphatase_Level": 46.72567499, + "Alanine_Aminotransferase_Level": 15.44133197, + "Aspartate_Aminotransferase_Level": 10.01329901, + "Creatinine_Level": 0.556115533, + "LDH_Level": 241.0863524, + "Calcium_Level": 8.416998367, + "Phosphorus_Level": 3.658562403, + "Glucose_Level": 121.9027665, + "Potassium_Level": 3.659060958, + "Sodium_Level": 142.9664362, + "Smoking_Pack_Years": 72.4447015 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 48.98600155, + "Alanine_Aminotransferase_Level": 33.99474511, + "Aspartate_Aminotransferase_Level": 23.72970394, + "Creatinine_Level": 0.895043981, + "LDH_Level": 177.0023302, + "Calcium_Level": 8.077479435, + "Phosphorus_Level": 4.107074205, + "Glucose_Level": 138.7807367, + "Potassium_Level": 4.658422483, + "Sodium_Level": 144.3450669, + "Smoking_Pack_Years": 61.53025602 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.34518186, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.90595912, + "White_Blood_Cell_Count": 6.218324788, + "Platelet_Count": 413.3184429, + "Albumin_Level": 3.844437859, + "Alkaline_Phosphatase_Level": 117.3520186, + "Alanine_Aminotransferase_Level": 32.38974353, + "Aspartate_Aminotransferase_Level": 42.79053542, + "Creatinine_Level": 0.719133861, + "LDH_Level": 168.6785742, + "Calcium_Level": 9.566705537, + "Phosphorus_Level": 3.806094, + "Glucose_Level": 138.1465335, + "Potassium_Level": 3.575101405, + "Sodium_Level": 139.3193224, + "Smoking_Pack_Years": 9.916836527 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.75058472, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.59491779, + "White_Blood_Cell_Count": 3.949120511, + "Platelet_Count": 347.320789, + "Albumin_Level": 3.944613163, + "Alkaline_Phosphatase_Level": 35.9835607, + "Alanine_Aminotransferase_Level": 15.39348773, + "Aspartate_Aminotransferase_Level": 48.77977025, + "Creatinine_Level": 0.670116614, + "LDH_Level": 124.2191161, + "Calcium_Level": 8.886979004, + "Phosphorus_Level": 3.046693486, + "Glucose_Level": 137.9991558, + "Potassium_Level": 4.662147874, + "Sodium_Level": 143.1370679, + "Smoking_Pack_Years": 14.83227342 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.47528565, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.15928842, + "White_Blood_Cell_Count": 6.46807527, + "Platelet_Count": 387.1337334, + "Albumin_Level": 3.937211559, + "Alkaline_Phosphatase_Level": 68.97455254, + "Alanine_Aminotransferase_Level": 34.1008717, + "Aspartate_Aminotransferase_Level": 27.79318314, + "Creatinine_Level": 0.550853702, + "LDH_Level": 241.5768514, + "Calcium_Level": 8.595131838, + "Phosphorus_Level": 4.226386247, + "Glucose_Level": 100.3606756, + "Potassium_Level": 4.304889815, + "Sodium_Level": 138.311437, + "Smoking_Pack_Years": 20.74239147 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.40251543, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.88707337, + "White_Blood_Cell_Count": 7.411570997, + "Platelet_Count": 434.8435511, + "Albumin_Level": 4.772217106, + "Alkaline_Phosphatase_Level": 85.68199516, + "Alanine_Aminotransferase_Level": 28.90201774, + "Aspartate_Aminotransferase_Level": 11.64717183, + "Creatinine_Level": 1.466685602, + "LDH_Level": 218.7698904, + "Calcium_Level": 8.070527393, + "Phosphorus_Level": 4.57724738, + "Glucose_Level": 121.7446333, + "Potassium_Level": 4.044518778, + "Sodium_Level": 135.2533882, + "Smoking_Pack_Years": 63.04629953 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.94840062, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.0507548, + "White_Blood_Cell_Count": 7.946793708, + "Platelet_Count": 285.026003, + "Albumin_Level": 3.61204421, + "Alkaline_Phosphatase_Level": 92.47568586, + "Alanine_Aminotransferase_Level": 12.69247694, + "Aspartate_Aminotransferase_Level": 20.35366067, + "Creatinine_Level": 0.635261043, + "LDH_Level": 171.1377168, + "Calcium_Level": 9.955077156, + 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"Alkaline_Phosphatase_Level": 56.59737148, + "Alanine_Aminotransferase_Level": 6.651784632, + "Aspartate_Aminotransferase_Level": 42.77122041, + "Creatinine_Level": 0.841482584, + "LDH_Level": 139.4846941, + "Calcium_Level": 9.985024969, + "Phosphorus_Level": 3.617416552, + "Glucose_Level": 125.6678143, + "Potassium_Level": 3.689279474, + "Sodium_Level": 139.0426228, + "Smoking_Pack_Years": 92.48000063 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.76115293, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.24531188, + "White_Blood_Cell_Count": 8.277617369, + "Platelet_Count": 243.7843371, + "Albumin_Level": 3.429826893, + "Alkaline_Phosphatase_Level": 98.33200073, + "Alanine_Aminotransferase_Level": 34.62139553, + "Aspartate_Aminotransferase_Level": 18.04047108, + "Creatinine_Level": 1.192504568, + "LDH_Level": 136.2853936, + "Calcium_Level": 9.252459047, + "Phosphorus_Level": 4.6924355, + "Glucose_Level": 118.3909232, + "Potassium_Level": 4.198733909, + "Sodium_Level": 143.1988642, + "Smoking_Pack_Years": 12.4014256 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former 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"Phosphorus_Level": 2.668799735, + "Glucose_Level": 79.88361554, + "Potassium_Level": 3.628868846, + "Sodium_Level": 138.2158654, + "Smoking_Pack_Years": 18.08181715 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.74769669, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.16350792, + "White_Blood_Cell_Count": 9.200784674, + "Platelet_Count": 311.2322036, + "Albumin_Level": 3.658870763, + "Alkaline_Phosphatase_Level": 34.14927454, + "Alanine_Aminotransferase_Level": 23.10092937, + "Aspartate_Aminotransferase_Level": 15.49857265, + "Creatinine_Level": 1.462741086, + "LDH_Level": 139.847427, + "Calcium_Level": 9.001523767, + "Phosphorus_Level": 4.29872151, + "Glucose_Level": 143.7032115, + "Potassium_Level": 4.119308972, + "Sodium_Level": 144.4622611, + "Smoking_Pack_Years": 50.81417924 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.69954473, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.96589021, + "White_Blood_Cell_Count": 4.511039151, + "Platelet_Count": 381.2400341, + "Albumin_Level": 3.890767732, + "Alkaline_Phosphatase_Level": 52.29513064, + "Alanine_Aminotransferase_Level": 11.44883384, + "Aspartate_Aminotransferase_Level": 24.28099643, + "Creatinine_Level": 1.169677671, + "LDH_Level": 157.2234336, + "Calcium_Level": 9.374491497, + "Phosphorus_Level": 2.623738522, + "Glucose_Level": 132.3989856, + "Potassium_Level": 3.89207593, + "Sodium_Level": 141.2889209, + "Smoking_Pack_Years": 15.70700093 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.40679089, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.72757404, + "White_Blood_Cell_Count": 8.135164437, + "Platelet_Count": 314.6327868, + "Albumin_Level": 4.8532538, + "Alkaline_Phosphatase_Level": 64.8624148, + "Alanine_Aminotransferase_Level": 28.45083601, + "Aspartate_Aminotransferase_Level": 17.81145124, + "Creatinine_Level": 0.755077695, + "LDH_Level": 227.3894344, + "Calcium_Level": 8.451093915, + "Phosphorus_Level": 4.392145333, + "Glucose_Level": 127.6848318, + "Potassium_Level": 3.979654045, + "Sodium_Level": 141.0398518, + "Smoking_Pack_Years": 30.59573915 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.23952836, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.31182248, + "White_Blood_Cell_Count": 5.706983582, + "Platelet_Count": 247.7919603, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.99203267, + "White_Blood_Cell_Count": 8.137740207, + "Platelet_Count": 349.513208, + "Albumin_Level": 3.836028586, + "Alkaline_Phosphatase_Level": 57.19339365, + "Alanine_Aminotransferase_Level": 15.59793756, + "Aspartate_Aminotransferase_Level": 24.40696609, + "Creatinine_Level": 0.720734151, + "LDH_Level": 210.0137272, + "Calcium_Level": 10.08352708, + "Phosphorus_Level": 3.088703366, + "Glucose_Level": 97.48551977, + "Potassium_Level": 3.549929215, + "Sodium_Level": 137.7256628, + "Smoking_Pack_Years": 94.8288488 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.00718925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.3219369, + "White_Blood_Cell_Count": 4.475049545, + "Platelet_Count": 392.9623043, + "Albumin_Level": 3.110045451, + "Alkaline_Phosphatase_Level": 70.04467374, + "Alanine_Aminotransferase_Level": 22.61277, + "Aspartate_Aminotransferase_Level": 20.15156786, + "Creatinine_Level": 0.756144891, + "LDH_Level": 198.9453314, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.63596052, + "White_Blood_Cell_Count": 5.621209062, + "Platelet_Count": 337.4103081, + "Albumin_Level": 3.742788853, + "Alkaline_Phosphatase_Level": 61.0283287, + "Alanine_Aminotransferase_Level": 24.1976618, + "Aspartate_Aminotransferase_Level": 43.13850684, + "Creatinine_Level": 0.912862518, + "LDH_Level": 182.8045888, + "Calcium_Level": 8.24218317, + "Phosphorus_Level": 3.364912582, + "Glucose_Level": 131.5283296, + "Potassium_Level": 4.974816447, + "Sodium_Level": 136.6262756, + "Smoking_Pack_Years": 16.45725686 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": 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"Albumin_Level": 4.331163837, + "Alkaline_Phosphatase_Level": 111.5534509, + "Alanine_Aminotransferase_Level": 39.98943418, + "Aspartate_Aminotransferase_Level": 49.49901984, + "Creatinine_Level": 0.740481398, + "LDH_Level": 245.8332843, + "Calcium_Level": 8.450301708, + "Phosphorus_Level": 3.516244469, + "Glucose_Level": 74.97995596, + "Potassium_Level": 4.852504586, + "Sodium_Level": 138.0395697, + "Smoking_Pack_Years": 53.06604677 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.10246076, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.07836021, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.99001445, + "White_Blood_Cell_Count": 6.644367511, + "Platelet_Count": 217.5661813, + "Albumin_Level": 4.838773797, + "Alkaline_Phosphatase_Level": 43.3364258, + "Alanine_Aminotransferase_Level": 22.55099816, + "Aspartate_Aminotransferase_Level": 41.98474732, + "Creatinine_Level": 1.130570568, + "LDH_Level": 163.3537624, 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.73247808, + "White_Blood_Cell_Count": 8.101650978, + "Platelet_Count": 378.2275058, + "Albumin_Level": 3.96381815, + "Alkaline_Phosphatase_Level": 76.85292799, + "Alanine_Aminotransferase_Level": 17.32109517, + "Aspartate_Aminotransferase_Level": 37.06754412, + "Creatinine_Level": 1.229459667, + "LDH_Level": 158.2984293, + "Calcium_Level": 10.23838975, + "Phosphorus_Level": 3.869204049, + "Glucose_Level": 85.27164604, + "Potassium_Level": 4.981401579, + "Sodium_Level": 135.6793745, + "Smoking_Pack_Years": 82.55571546 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.95525598, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.29061135, + "White_Blood_Cell_Count": 8.263849646, + "Platelet_Count": 325.9445134, + "Albumin_Level": 4.97414428, + "Alkaline_Phosphatase_Level": 108.8467688, + "Alanine_Aminotransferase_Level": 36.28561964, + "Aspartate_Aminotransferase_Level": 42.94156996, + "Creatinine_Level": 0.503046874, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.43935748, + "White_Blood_Cell_Count": 8.436923732, + "Platelet_Count": 294.0534278, + "Albumin_Level": 4.416630721, + "Alkaline_Phosphatase_Level": 58.18549821, + "Alanine_Aminotransferase_Level": 39.12184209, + "Aspartate_Aminotransferase_Level": 11.91100634, + "Creatinine_Level": 1.050833761, + "LDH_Level": 102.1753398, + "Calcium_Level": 8.196274661, + "Phosphorus_Level": 2.619210702, + "Glucose_Level": 70.62002144, + "Potassium_Level": 3.919817001, + "Sodium_Level": 136.7608547, + "Smoking_Pack_Years": 22.05217414 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.23560528, + "White_Blood_Cell_Count": 4.52330821, + "Platelet_Count": 397.498607, + "Albumin_Level": 4.5223362, + "Alkaline_Phosphatase_Level": 108.9502081, + "Alanine_Aminotransferase_Level": 29.15037355, + "Aspartate_Aminotransferase_Level": 12.89623923, + "Creatinine_Level": 1.416843134, + "LDH_Level": 243.102833, + "Calcium_Level": 9.383421638, + "Phosphorus_Level": 3.811483274, + "Glucose_Level": 128.2424623, + "Potassium_Level": 4.255651176, + "Sodium_Level": 139.4981523, + "Smoking_Pack_Years": 38.84586387 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.22478083, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.00275738, + "White_Blood_Cell_Count": 6.436930039, + "Platelet_Count": 161.5178727, + "Albumin_Level": 4.607150861, + "Alkaline_Phosphatase_Level": 48.58485415, + "Alanine_Aminotransferase_Level": 12.07227825, + "Aspartate_Aminotransferase_Level": 34.99579376, + "Creatinine_Level": 0.885026503, + "LDH_Level": 144.0613982, + "Calcium_Level": 9.796019585, + "Phosphorus_Level": 4.561806691, + "Glucose_Level": 89.98351375, + "Potassium_Level": 4.19315077, + "Sodium_Level": 143.1713981, + "Smoking_Pack_Years": 56.22117398 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.09342591, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.42349293, + "White_Blood_Cell_Count": 6.048171778, + "Platelet_Count": 348.3478423, + "Albumin_Level": 4.149736722, + "Alkaline_Phosphatase_Level": 119.4493857, + "Alanine_Aminotransferase_Level": 24.44063099, + "Aspartate_Aminotransferase_Level": 10.77590044, + 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135.8721703, + "Smoking_Pack_Years": 10.72330865 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.93663114, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.76757874, + "White_Blood_Cell_Count": 7.176867936, + "Platelet_Count": 256.9029584, + "Albumin_Level": 4.205628253, + "Alkaline_Phosphatase_Level": 36.01229999, + "Alanine_Aminotransferase_Level": 29.61927352, + "Aspartate_Aminotransferase_Level": 38.57268491, + "Creatinine_Level": 1.46067883, + "LDH_Level": 201.8134158, + "Calcium_Level": 9.286348195, + "Phosphorus_Level": 3.940228117, + "Glucose_Level": 120.1482325, + "Potassium_Level": 4.84865826, + "Sodium_Level": 135.6817043, + "Smoking_Pack_Years": 38.31954233 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.5150116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.45317807, + "White_Blood_Cell_Count": 7.455514751, + "Platelet_Count": 217.8685768, + "Albumin_Level": 3.79496747, + "Alkaline_Phosphatase_Level": 39.82456276, + "Alanine_Aminotransferase_Level": 35.99172214, + "Aspartate_Aminotransferase_Level": 32.88023206, + "Creatinine_Level": 1.114730478, + "LDH_Level": 136.2403964, + "Calcium_Level": 9.772154407, + "Phosphorus_Level": 4.77391502, + "Glucose_Level": 112.4021894, + "Potassium_Level": 3.972142946, + "Sodium_Level": 138.3409324, + "Smoking_Pack_Years": 82.58222482 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.56990316, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.28404182, + "White_Blood_Cell_Count": 7.654335611, + "Platelet_Count": 157.4738384, + "Albumin_Level": 4.225780085, + "Alkaline_Phosphatase_Level": 118.5812719, + "Alanine_Aminotransferase_Level": 8.27876478, + "Aspartate_Aminotransferase_Level": 37.78038787, + "Creatinine_Level": 0.672207418, + "LDH_Level": 186.5193239, + "Calcium_Level": 8.885941543, + "Phosphorus_Level": 3.8055783, + "Glucose_Level": 104.1957494, + "Potassium_Level": 3.605507126, + "Sodium_Level": 140.2200232, + "Smoking_Pack_Years": 32.01481826 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.28876364, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.67552233, + "White_Blood_Cell_Count": 3.947705689, + "Platelet_Count": 245.06137, + "Albumin_Level": 4.964400635, + "Alkaline_Phosphatase_Level": 60.54346345, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.5711556, + "White_Blood_Cell_Count": 8.395856022, + "Platelet_Count": 380.7233896, + "Albumin_Level": 3.199582253, + "Alkaline_Phosphatase_Level": 103.5785578, + "Alanine_Aminotransferase_Level": 12.76565999, + "Aspartate_Aminotransferase_Level": 19.94034249, + "Creatinine_Level": 1.037610078, + "LDH_Level": 204.3257385, + "Calcium_Level": 8.077704003, + "Phosphorus_Level": 3.340095139, + "Glucose_Level": 84.145509, + "Potassium_Level": 3.777639576, + "Sodium_Level": 140.5778164, + "Smoking_Pack_Years": 13.64466185 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.38315405, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.90169726, + "White_Blood_Cell_Count": 4.26668774, + "Platelet_Count": 242.5533207, + "Albumin_Level": 4.560521013, + "Alkaline_Phosphatase_Level": 85.56977376, + "Alanine_Aminotransferase_Level": 13.65325512, + "Aspartate_Aminotransferase_Level": 44.78497698, + "Creatinine_Level": 0.678805576, + "LDH_Level": 236.6097853, + "Calcium_Level": 9.017863917, + "Phosphorus_Level": 4.904798284, + "Glucose_Level": 70.12782479, + "Potassium_Level": 4.476703272, + "Sodium_Level": 143.9335295, + "Smoking_Pack_Years": 72.48502826 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.25112269, + "White_Blood_Cell_Count": 4.471051132, + "Platelet_Count": 206.6430241, + "Albumin_Level": 3.26440899, + "Alkaline_Phosphatase_Level": 84.96084525, + "Alanine_Aminotransferase_Level": 38.81401766, + "Aspartate_Aminotransferase_Level": 12.91191558, + "Creatinine_Level": 0.841153083, + "LDH_Level": 201.9042003, + "Calcium_Level": 8.092928083, + "Phosphorus_Level": 3.151235626, + "Glucose_Level": 111.1618666, + "Potassium_Level": 4.01762364, + "Sodium_Level": 137.9071389, + "Smoking_Pack_Years": 47.51796116 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": 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185.5484369, + "Calcium_Level": 9.151567065, + "Phosphorus_Level": 2.720890884, + "Glucose_Level": 73.02144689, + "Potassium_Level": 4.134823678, + "Sodium_Level": 141.6763183, + "Smoking_Pack_Years": 12.23192504 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.58361798, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.63638657, + "White_Blood_Cell_Count": 6.292279942, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.54512414, + "White_Blood_Cell_Count": 9.558653221, + "Platelet_Count": 322.6277615, + "Albumin_Level": 3.186446047, + "Alkaline_Phosphatase_Level": 66.48888661, + "Alanine_Aminotransferase_Level": 10.68674774, + "Aspartate_Aminotransferase_Level": 39.20771274, + "Creatinine_Level": 0.570914567, + "LDH_Level": 218.4433188, + "Calcium_Level": 9.386188575, + "Phosphorus_Level": 2.578521806, + "Glucose_Level": 101.4177695, + "Potassium_Level": 3.9052483, + "Sodium_Level": 143.1482307, + "Smoking_Pack_Years": 95.82943281 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.51357558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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4.505146172, + "Sodium_Level": 138.1388414, + "Smoking_Pack_Years": 93.1729563 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.56172851, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.40231408, + "White_Blood_Cell_Count": 5.687179217, + "Platelet_Count": 170.4919823, + "Albumin_Level": 3.230638317, + "Alkaline_Phosphatase_Level": 62.24189664, + "Alanine_Aminotransferase_Level": 8.696374209, + "Aspartate_Aminotransferase_Level": 38.09735574, + "Creatinine_Level": 0.809301686, + "LDH_Level": 111.9198183, + "Calcium_Level": 8.488001783, + "Phosphorus_Level": 4.370538561, + "Glucose_Level": 145.8155294, + "Potassium_Level": 3.738660751, + "Sodium_Level": 142.6300684, + "Smoking_Pack_Years": 91.75022074 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.25723404, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.48653881, + "White_Blood_Cell_Count": 4.413732322, + "Platelet_Count": 445.2907362, + "Albumin_Level": 3.368833247, + "Alkaline_Phosphatase_Level": 32.828925, + "Alanine_Aminotransferase_Level": 34.59428095, + "Aspartate_Aminotransferase_Level": 30.33841254, + "Creatinine_Level": 0.782143545, + "LDH_Level": 129.7857273, + "Calcium_Level": 8.231514039, + "Phosphorus_Level": 3.207966595, + "Glucose_Level": 143.3441798, + "Potassium_Level": 4.023842894, + "Sodium_Level": 135.9742515, + "Smoking_Pack_Years": 20.98012185 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.3078799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.68126942, + "White_Blood_Cell_Count": 9.868141774, + "Platelet_Count": 324.3999234, + "Albumin_Level": 4.927479372, + "Alkaline_Phosphatase_Level": 99.05123311, + "Alanine_Aminotransferase_Level": 8.485609385, + "Aspartate_Aminotransferase_Level": 24.46732599, + "Creatinine_Level": 0.653941602, + "LDH_Level": 203.5812926, + "Calcium_Level": 9.225927248, + "Phosphorus_Level": 2.779510598, + "Glucose_Level": 123.578713, + "Potassium_Level": 4.725355439, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.14581043, + "White_Blood_Cell_Count": 3.816101601, + "Platelet_Count": 339.7982649, + "Albumin_Level": 4.105113696, + "Alkaline_Phosphatase_Level": 68.21111072, + "Alanine_Aminotransferase_Level": 9.637258758, + "Aspartate_Aminotransferase_Level": 14.05375728, + "Creatinine_Level": 0.927623203, + "LDH_Level": 241.7612388, + "Calcium_Level": 9.10720344, + "Phosphorus_Level": 4.919957675, + "Glucose_Level": 97.69013491, + "Potassium_Level": 3.908115577, + "Sodium_Level": 135.8364686, + "Smoking_Pack_Years": 25.04236331 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.18949551, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.35027017, + "White_Blood_Cell_Count": 9.754846692, + "Platelet_Count": 281.3151669, + "Albumin_Level": 3.308990938, + "Alkaline_Phosphatase_Level": 51.4765762, + "Alanine_Aminotransferase_Level": 6.53278041, + "Aspartate_Aminotransferase_Level": 44.6070053, + "Creatinine_Level": 1.232735504, + "LDH_Level": 109.8853068, + "Calcium_Level": 8.644401221, + "Phosphorus_Level": 2.959660316, + "Glucose_Level": 144.8207409, + "Potassium_Level": 4.503447116, + "Sodium_Level": 144.7345712, + "Smoking_Pack_Years": 73.36235204 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.58083731, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.55224641, + "White_Blood_Cell_Count": 9.047848238, + "Platelet_Count": 414.9850331, + "Albumin_Level": 4.353574687, + "Alkaline_Phosphatase_Level": 95.44896351, + "Alanine_Aminotransferase_Level": 5.507349237, + "Aspartate_Aminotransferase_Level": 20.05286609, + "Creatinine_Level": 0.850312838, + "LDH_Level": 158.077431, + "Calcium_Level": 8.375196636, + "Phosphorus_Level": 4.305344708, + "Glucose_Level": 111.4195477, + "Potassium_Level": 3.642184008, + "Sodium_Level": 144.6865109, + "Smoking_Pack_Years": 78.55216273 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.66489368, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.32445089, + "White_Blood_Cell_Count": 6.518920136, + "Platelet_Count": 373.9581191, + "Albumin_Level": 4.016682377, + "Alkaline_Phosphatase_Level": 67.36688531, + "Alanine_Aminotransferase_Level": 30.88014195, + "Aspartate_Aminotransferase_Level": 34.77665221, + "Creatinine_Level": 1.261068691, + "LDH_Level": 103.0119411, + "Calcium_Level": 10.41484452, + "Phosphorus_Level": 3.079932616, + "Glucose_Level": 84.27872536, + "Potassium_Level": 4.896149619, + "Sodium_Level": 143.6099557, + "Smoking_Pack_Years": 23.12066704 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.29098148, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.35669754, + "White_Blood_Cell_Count": 3.862126932, + "Platelet_Count": 232.7781447, + "Albumin_Level": 4.202234357, + "Alkaline_Phosphatase_Level": 118.6264732, + "Alanine_Aminotransferase_Level": 7.983863435, + "Aspartate_Aminotransferase_Level": 31.8497851, + "Creatinine_Level": 1.088545517, + "LDH_Level": 240.8032929, + "Calcium_Level": 8.684573249, + "Phosphorus_Level": 2.930442022, + "Glucose_Level": 75.51712972, + "Potassium_Level": 3.831937096, + "Sodium_Level": 136.8423904, + "Smoking_Pack_Years": 33.21922481 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.64533749, + "White_Blood_Cell_Count": 6.662747497, + "Platelet_Count": 310.259568, + "Albumin_Level": 3.383053357, + "Alkaline_Phosphatase_Level": 85.68600915, + "Alanine_Aminotransferase_Level": 11.5880866, + "Aspartate_Aminotransferase_Level": 29.00117655, + "Creatinine_Level": 1.390858254, + "LDH_Level": 193.6590518, + "Calcium_Level": 8.849576625, + "Phosphorus_Level": 4.888318987, + "Glucose_Level": 146.51569, + "Potassium_Level": 4.132777928, + "Sodium_Level": 142.1181703, + "Smoking_Pack_Years": 58.76546751 + }, + { + "Age": 36, + "Gender": "Female", + 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138.7657978, + "Calcium_Level": 9.049513716, + "Phosphorus_Level": 3.015241216, + "Glucose_Level": 146.9322363, + "Potassium_Level": 4.758012512, + "Sodium_Level": 142.425576, + "Smoking_Pack_Years": 33.05394073 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.58560472, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.51842499, + "White_Blood_Cell_Count": 8.718164451, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.86207826, + "White_Blood_Cell_Count": 3.931765312, + "Platelet_Count": 435.6295999, + "Albumin_Level": 3.245610415, + "Alkaline_Phosphatase_Level": 68.53969976, + "Alanine_Aminotransferase_Level": 33.56330558, + "Aspartate_Aminotransferase_Level": 12.78631206, + "Creatinine_Level": 0.531834678, + "LDH_Level": 121.4436173, + "Calcium_Level": 8.642298355, + "Phosphorus_Level": 4.043079842, + "Glucose_Level": 105.6249691, + "Potassium_Level": 3.865153876, + "Sodium_Level": 136.1014632, + "Smoking_Pack_Years": 60.23779218 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.17588025, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.63280267, + "White_Blood_Cell_Count": 5.40209524, + "Platelet_Count": 170.4112115, + "Albumin_Level": 3.321641317, + "Alkaline_Phosphatase_Level": 41.38577494, + "Alanine_Aminotransferase_Level": 35.45087274, + "Aspartate_Aminotransferase_Level": 49.09851046, + "Creatinine_Level": 0.526192826, + "LDH_Level": 108.9851769, + "Calcium_Level": 9.162771147, + "Phosphorus_Level": 4.812231177, + "Glucose_Level": 109.9960542, + "Potassium_Level": 3.975808152, + "Sodium_Level": 142.8760646, + "Smoking_Pack_Years": 49.67936139 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.23057247, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.42362563, + "White_Blood_Cell_Count": 4.949274565, + "Platelet_Count": 172.9217929, + "Albumin_Level": 3.992241543, + "Alkaline_Phosphatase_Level": 118.9606343, + "Alanine_Aminotransferase_Level": 22.44455659, + "Aspartate_Aminotransferase_Level": 45.41909164, + "Creatinine_Level": 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"White_Blood_Cell_Count": 8.712953169, + "Platelet_Count": 264.7106326, + "Albumin_Level": 3.216547237, + "Alkaline_Phosphatase_Level": 74.19129737, + "Alanine_Aminotransferase_Level": 27.36603697, + "Aspartate_Aminotransferase_Level": 46.1308905, + "Creatinine_Level": 1.193929109, + "LDH_Level": 138.272162, + "Calcium_Level": 8.615979646, + "Phosphorus_Level": 3.713177665, + "Glucose_Level": 75.9608544, + "Potassium_Level": 4.941620421, + "Sodium_Level": 141.6362536, + "Smoking_Pack_Years": 44.31608162 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.96987468, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.98003744, + "White_Blood_Cell_Count": 6.331909254, + "Platelet_Count": 217.6445174, + "Albumin_Level": 4.238028731, + "Alkaline_Phosphatase_Level": 98.63464676, + "Alanine_Aminotransferase_Level": 26.81656919, + "Aspartate_Aminotransferase_Level": 49.39019976, + "Creatinine_Level": 1.484870811, + "LDH_Level": 116.4941313, + "Calcium_Level": 8.594803306, + "Phosphorus_Level": 3.369580831, + "Glucose_Level": 88.02373975, + "Potassium_Level": 4.086807418, + "Sodium_Level": 143.5008976, + "Smoking_Pack_Years": 34.21523283 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.89291181, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.91376078, + "White_Blood_Cell_Count": 5.58616164, + "Platelet_Count": 160.3219869, + "Albumin_Level": 3.128098009, + "Alkaline_Phosphatase_Level": 113.1749163, + "Alanine_Aminotransferase_Level": 15.62378107, + "Aspartate_Aminotransferase_Level": 10.91914987, + "Creatinine_Level": 1.39532264, + "LDH_Level": 189.2926713, + "Calcium_Level": 8.881129319, + "Phosphorus_Level": 3.978878832, + "Glucose_Level": 147.7407717, + "Potassium_Level": 4.577797683, + "Sodium_Level": 143.9505138, + "Smoking_Pack_Years": 34.00409479 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.63081198, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.55936609, + "White_Blood_Cell_Count": 6.549641766, + "Platelet_Count": 434.6858638, + "Albumin_Level": 4.662800097, + "Alkaline_Phosphatase_Level": 76.66078663, + "Alanine_Aminotransferase_Level": 9.004621992, + "Aspartate_Aminotransferase_Level": 43.34833746, + "Creatinine_Level": 1.195814009, + "LDH_Level": 183.8056905, + "Calcium_Level": 8.838124538, + "Phosphorus_Level": 3.413609336, + "Glucose_Level": 72.68993286, + "Potassium_Level": 3.970043457, + "Sodium_Level": 143.0275524, + "Smoking_Pack_Years": 99.95365615 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.16787295, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.18586067, + "White_Blood_Cell_Count": 3.579862049, + "Platelet_Count": 255.7698219, + "Albumin_Level": 3.700048183, + "Alkaline_Phosphatase_Level": 35.46341583, + "Alanine_Aminotransferase_Level": 26.07333738, + "Aspartate_Aminotransferase_Level": 25.27926835, + "Creatinine_Level": 1.02945129, + "LDH_Level": 214.4266264, + "Calcium_Level": 9.443414587, + "Phosphorus_Level": 3.423072056, + "Glucose_Level": 132.113819, + "Potassium_Level": 4.337498956, + "Sodium_Level": 140.8965457, + "Smoking_Pack_Years": 49.88613952 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.91700983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.26578165, + "White_Blood_Cell_Count": 5.511072285, + "Platelet_Count": 229.8560628, + "Albumin_Level": 3.900856694, + "Alkaline_Phosphatase_Level": 85.54382346, + "Alanine_Aminotransferase_Level": 14.8095158, + "Aspartate_Aminotransferase_Level": 49.42869726, + "Creatinine_Level": 0.514910416, + "LDH_Level": 222.3832442, + "Calcium_Level": 10.40614805, + "Phosphorus_Level": 2.899044652, + "Glucose_Level": 110.213653, + "Potassium_Level": 3.548072929, + "Sodium_Level": 136.2141798, + "Smoking_Pack_Years": 44.36624152 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.31632371, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.22630656, + "White_Blood_Cell_Count": 9.772189776, + "Platelet_Count": 158.3195616, + "Albumin_Level": 4.433942417, + "Alkaline_Phosphatase_Level": 34.83164995, + "Alanine_Aminotransferase_Level": 18.96283096, + "Aspartate_Aminotransferase_Level": 17.13215578, + "Creatinine_Level": 1.291722987, + "LDH_Level": 192.1105046, + "Calcium_Level": 9.654925502, + "Phosphorus_Level": 3.720663625, + "Glucose_Level": 131.7561141, + "Potassium_Level": 4.046745551, + "Sodium_Level": 139.7348196, + "Smoking_Pack_Years": 71.68006617 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.64188082, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.41927887, + "White_Blood_Cell_Count": 4.608522547, + "Platelet_Count": 210.0607872, + "Albumin_Level": 3.366257055, + "Alkaline_Phosphatase_Level": 76.35340282, + "Alanine_Aminotransferase_Level": 38.45494237, + "Aspartate_Aminotransferase_Level": 17.26555567, + "Creatinine_Level": 1.122192546, + "LDH_Level": 164.067585, + "Calcium_Level": 9.468253202, + "Phosphorus_Level": 4.38295219, + "Glucose_Level": 141.5378312, + "Potassium_Level": 4.703931778, + "Sodium_Level": 137.0212193, + "Smoking_Pack_Years": 35.21139069 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.25029787, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 79, + 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"Alanine_Aminotransferase_Level": 11.04356932, + "Aspartate_Aminotransferase_Level": 32.7840876, + "Creatinine_Level": 1.298086394, + "LDH_Level": 222.8302133, + "Calcium_Level": 8.153836084, + "Phosphorus_Level": 2.553768343, + "Glucose_Level": 139.9266536, + "Potassium_Level": 3.740089665, + "Sodium_Level": 135.5710059, + "Smoking_Pack_Years": 34.0060748 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.91331078, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.02947335, + "White_Blood_Cell_Count": 4.597768845, + "Platelet_Count": 366.6672477, + "Albumin_Level": 4.882274512, + "Alkaline_Phosphatase_Level": 33.96349279, + "Alanine_Aminotransferase_Level": 7.532388659, + "Aspartate_Aminotransferase_Level": 10.17854356, + "Creatinine_Level": 1.392323131, + "LDH_Level": 244.014927, + "Calcium_Level": 8.445077107, + "Phosphorus_Level": 3.989369448, + "Glucose_Level": 131.3566934, + "Potassium_Level": 4.39847563, + "Sodium_Level": 136.1236492, + "Smoking_Pack_Years": 39.37892808 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.35561582, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.67605188, + "White_Blood_Cell_Count": 3.950512561, + "Platelet_Count": 257.6261312, + "Albumin_Level": 4.881827141, + "Alkaline_Phosphatase_Level": 116.9651106, + "Alanine_Aminotransferase_Level": 38.14022157, + "Aspartate_Aminotransferase_Level": 44.16508584, + "Creatinine_Level": 0.809795984, + "LDH_Level": 144.6851002, + "Calcium_Level": 8.184456941, + "Phosphorus_Level": 4.17914357, + "Glucose_Level": 140.6043598, + "Potassium_Level": 3.663206563, + "Sodium_Level": 144.7313513, + "Smoking_Pack_Years": 92.15906926 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.655561, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.18956133, + "White_Blood_Cell_Count": 9.753616781, + "Platelet_Count": 239.8836257, + "Albumin_Level": 4.281348508, + "Alkaline_Phosphatase_Level": 111.9675711, + "Alanine_Aminotransferase_Level": 30.78527201, + "Aspartate_Aminotransferase_Level": 17.29176596, + "Creatinine_Level": 0.790228448, + "LDH_Level": 114.3402096, + "Calcium_Level": 9.963093194, + "Phosphorus_Level": 3.336514951, + "Glucose_Level": 143.9787296, + "Potassium_Level": 3.651510012, + "Sodium_Level": 144.0525985, + "Smoking_Pack_Years": 85.00060035 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.45055516, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.7626559, + "White_Blood_Cell_Count": 9.393162634, + "Platelet_Count": 151.4328363, + "Albumin_Level": 4.58828321, + "Alkaline_Phosphatase_Level": 44.93997026, + "Alanine_Aminotransferase_Level": 13.17584068, + "Aspartate_Aminotransferase_Level": 14.45372774, + "Creatinine_Level": 0.504089216, + "LDH_Level": 106.7396981, + "Calcium_Level": 8.821407799, + "Phosphorus_Level": 3.308336142, + "Glucose_Level": 110.0043222, + "Potassium_Level": 4.577179595, + "Sodium_Level": 144.268681, + "Smoking_Pack_Years": 70.38113303 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.48332291, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.8343053, + "White_Blood_Cell_Count": 3.632445325, + "Platelet_Count": 183.0320747, + "Albumin_Level": 3.902297188, + "Alkaline_Phosphatase_Level": 41.60843571, + "Alanine_Aminotransferase_Level": 27.69981362, + "Aspartate_Aminotransferase_Level": 48.98776764, + "Creatinine_Level": 0.94489406, + "LDH_Level": 212.5432467, + "Calcium_Level": 10.1990805, + 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"Tumor_Size_mm": 59.74915197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.26236532, + "White_Blood_Cell_Count": 7.714428057, + "Platelet_Count": 441.7975262, + "Albumin_Level": 3.639095114, + "Alkaline_Phosphatase_Level": 105.2639492, + "Alanine_Aminotransferase_Level": 9.813690711, + "Aspartate_Aminotransferase_Level": 13.68612672, + "Creatinine_Level": 1.25215346, + "LDH_Level": 107.074884, + "Calcium_Level": 8.241596382, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.50248429, + "White_Blood_Cell_Count": 9.017182352, + "Platelet_Count": 368.6998672, + "Albumin_Level": 3.123279202, + "Alkaline_Phosphatase_Level": 116.0923012, + "Alanine_Aminotransferase_Level": 9.389082174, + "Aspartate_Aminotransferase_Level": 26.06019636, + "Creatinine_Level": 1.107678442, + "LDH_Level": 128.9199513, + "Calcium_Level": 10.37761152, + "Phosphorus_Level": 2.759187594, + "Glucose_Level": 144.5608048, + "Potassium_Level": 3.780577004, + "Sodium_Level": 142.1250213, + "Smoking_Pack_Years": 23.93729204 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": 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153.4283547, + "Calcium_Level": 9.814333734, + "Phosphorus_Level": 4.772269693, + "Glucose_Level": 139.5620845, + "Potassium_Level": 4.152101999, + "Sodium_Level": 141.8118428, + "Smoking_Pack_Years": 69.23413711 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.53734825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.12271914, + "White_Blood_Cell_Count": 9.405780204, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.37431792, + "White_Blood_Cell_Count": 3.803793711, + "Platelet_Count": 212.7070505, + "Albumin_Level": 4.173852066, + "Alkaline_Phosphatase_Level": 115.7295624, + "Alanine_Aminotransferase_Level": 30.73654678, + "Aspartate_Aminotransferase_Level": 16.70233794, + "Creatinine_Level": 0.9979073, + "LDH_Level": 120.4468635, + "Calcium_Level": 8.985682874, + "Phosphorus_Level": 3.096885557, + "Glucose_Level": 127.2903816, + "Potassium_Level": 3.920055841, + "Sodium_Level": 143.9503994, + "Smoking_Pack_Years": 71.83610176 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.00676702, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Alanine_Aminotransferase_Level": 32.52322574, + "Aspartate_Aminotransferase_Level": 15.7820687, + "Creatinine_Level": 1.172638162, + "LDH_Level": 128.9910892, + "Calcium_Level": 9.730193425, + "Phosphorus_Level": 3.329229392, + "Glucose_Level": 129.7194622, + "Potassium_Level": 4.569399622, + "Sodium_Level": 144.5440406, + "Smoking_Pack_Years": 63.93314824 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.31746513, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.83330776, + "White_Blood_Cell_Count": 9.636771985, + "Platelet_Count": 284.9561692, + "Albumin_Level": 3.756912509, + "Alkaline_Phosphatase_Level": 111.8050682, + "Alanine_Aminotransferase_Level": 28.73517903, + "Aspartate_Aminotransferase_Level": 20.20648992, + "Creatinine_Level": 1.071612814, + "LDH_Level": 245.5839451, + "Calcium_Level": 8.467350121, + "Phosphorus_Level": 4.065448294, + "Glucose_Level": 121.2570911, + "Potassium_Level": 3.668731959, + "Sodium_Level": 140.7174936, + "Smoking_Pack_Years": 33.42888667 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.88130615, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.88799269, + "White_Blood_Cell_Count": 3.781760633, + "Platelet_Count": 220.3289447, + "Albumin_Level": 3.673525359, + "Alkaline_Phosphatase_Level": 116.6019246, + "Alanine_Aminotransferase_Level": 38.04971355, + "Aspartate_Aminotransferase_Level": 35.86640489, + "Creatinine_Level": 1.325604774, + "LDH_Level": 248.1753356, + "Calcium_Level": 10.32122267, + "Phosphorus_Level": 3.841421023, + "Glucose_Level": 114.7322005, + "Potassium_Level": 4.769028597, + "Sodium_Level": 144.0691587, + "Smoking_Pack_Years": 91.29107573 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.74362564, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.57362437, + "White_Blood_Cell_Count": 7.437397911, + "Platelet_Count": 160.959767, + "Albumin_Level": 3.286454347, + "Alkaline_Phosphatase_Level": 64.23286349, + "Alanine_Aminotransferase_Level": 36.43499459, + "Aspartate_Aminotransferase_Level": 28.60418929, + "Creatinine_Level": 0.836022063, + "LDH_Level": 129.4341807, + "Calcium_Level": 8.25957236, + "Phosphorus_Level": 2.56871209, + "Glucose_Level": 115.9499531, + "Potassium_Level": 3.602735611, + "Sodium_Level": 141.7474979, + "Smoking_Pack_Years": 42.85756452 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.78450092, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.0017181, + "White_Blood_Cell_Count": 6.266595377, + "Platelet_Count": 332.0196773, + "Albumin_Level": 3.044420349, + "Alkaline_Phosphatase_Level": 113.6565928, + "Alanine_Aminotransferase_Level": 22.98815659, + "Aspartate_Aminotransferase_Level": 17.71225563, + "Creatinine_Level": 1.019105811, + "LDH_Level": 117.3634405, + "Calcium_Level": 8.596016062, + "Phosphorus_Level": 4.375858061, + "Glucose_Level": 142.2056412, + "Potassium_Level": 4.574500244, + "Sodium_Level": 141.5761244, + "Smoking_Pack_Years": 10.30082793 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.90670863, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.26166713, + "White_Blood_Cell_Count": 3.761542535, + "Platelet_Count": 154.6126474, + "Albumin_Level": 3.878780246, + "Alkaline_Phosphatase_Level": 68.4765296, + "Alanine_Aminotransferase_Level": 8.065721299, + "Aspartate_Aminotransferase_Level": 37.72254149, + "Creatinine_Level": 1.418422871, + "LDH_Level": 168.5944812, + "Calcium_Level": 9.399360806, + "Phosphorus_Level": 4.85056514, + "Glucose_Level": 124.7137851, + "Potassium_Level": 4.859917131, + "Sodium_Level": 139.4676107, + "Smoking_Pack_Years": 69.11499462 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.6718256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.20040705, + "White_Blood_Cell_Count": 4.834094746, + "Platelet_Count": 385.2934479, + "Albumin_Level": 3.37362875, + "Alkaline_Phosphatase_Level": 41.54463791, + "Alanine_Aminotransferase_Level": 28.63129568, + "Aspartate_Aminotransferase_Level": 38.329065, + "Creatinine_Level": 1.055769863, + "LDH_Level": 184.852936, + "Calcium_Level": 10.37192047, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.26892609, + "White_Blood_Cell_Count": 6.849687351, + "Platelet_Count": 295.1740123, + "Albumin_Level": 4.989139008, + "Alkaline_Phosphatase_Level": 81.65131183, + "Alanine_Aminotransferase_Level": 16.90336583, + "Aspartate_Aminotransferase_Level": 32.03711396, + "Creatinine_Level": 1.241896842, + "LDH_Level": 216.2945952, + "Calcium_Level": 9.475047295, + "Phosphorus_Level": 3.64769906, + "Glucose_Level": 85.23012047, + "Potassium_Level": 3.675787169, + "Sodium_Level": 144.7159508, + "Smoking_Pack_Years": 60.95826236 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.93429608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.96797381, + "White_Blood_Cell_Count": 9.13233279, + "Platelet_Count": 401.9844274, + "Albumin_Level": 3.567611481, + "Alkaline_Phosphatase_Level": 67.53980314, + "Alanine_Aminotransferase_Level": 12.36886473, + "Aspartate_Aminotransferase_Level": 18.30350713, + "Creatinine_Level": 0.780028412, + "LDH_Level": 118.346307, + "Calcium_Level": 10.47651065, + "Phosphorus_Level": 3.108802936, + "Glucose_Level": 142.42589, + "Potassium_Level": 4.432942729, + "Sodium_Level": 142.7904933, + "Smoking_Pack_Years": 0.676009312 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.63761891, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.83774222, + "White_Blood_Cell_Count": 6.281589876, + "Platelet_Count": 420.1878806, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.02882754, + "White_Blood_Cell_Count": 7.620184495, + "Platelet_Count": 372.8814487, + "Albumin_Level": 3.358385126, + "Alkaline_Phosphatase_Level": 110.3549392, + "Alanine_Aminotransferase_Level": 29.2024535, + "Aspartate_Aminotransferase_Level": 38.74022849, + "Creatinine_Level": 1.231494898, + "LDH_Level": 121.6821707, + "Calcium_Level": 9.649101962, + "Phosphorus_Level": 3.622224228, + "Glucose_Level": 140.1942757, + "Potassium_Level": 3.55537706, + "Sodium_Level": 144.3026851, + "Smoking_Pack_Years": 92.47773265 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.4332041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.75838613, + "White_Blood_Cell_Count": 7.522116078, + "Platelet_Count": 267.3382542, + "Albumin_Level": 3.57491469, + "Alkaline_Phosphatase_Level": 53.50749337, + "Alanine_Aminotransferase_Level": 34.34191246, + "Aspartate_Aminotransferase_Level": 35.73590932, + "Creatinine_Level": 0.695377705, + "LDH_Level": 178.4918339, + "Calcium_Level": 9.005347922, + "Phosphorus_Level": 4.567278136, + "Glucose_Level": 140.1866892, + "Potassium_Level": 3.906432789, + "Sodium_Level": 136.050704, + "Smoking_Pack_Years": 49.03283413 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.98733852, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.5731159, + "White_Blood_Cell_Count": 6.426006768, + "Platelet_Count": 281.3660183, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.84163648, + "White_Blood_Cell_Count": 7.036166744, + "Platelet_Count": 200.5759745, + "Albumin_Level": 4.10444762, + "Alkaline_Phosphatase_Level": 72.00769927, + "Alanine_Aminotransferase_Level": 27.18294468, + "Aspartate_Aminotransferase_Level": 46.27121179, + "Creatinine_Level": 0.940070606, + "LDH_Level": 149.5779612, + "Calcium_Level": 10.42338152, + "Phosphorus_Level": 2.525443802, + "Glucose_Level": 109.7498313, + "Potassium_Level": 3.50815799, + "Sodium_Level": 144.495188, + "Smoking_Pack_Years": 12.80345569 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.29337256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.47386361, + "White_Blood_Cell_Count": 6.05836932, + "Platelet_Count": 157.1831713, + "Albumin_Level": 3.210007015, + "Alkaline_Phosphatase_Level": 35.4108754, + "Alanine_Aminotransferase_Level": 36.96822514, + "Aspartate_Aminotransferase_Level": 35.13362642, + "Creatinine_Level": 1.195819239, + "LDH_Level": 218.4308327, + "Calcium_Level": 9.883935509, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.25614795, + "White_Blood_Cell_Count": 6.999195941, + "Platelet_Count": 408.4422869, + "Albumin_Level": 3.740427477, + "Alkaline_Phosphatase_Level": 56.84484246, + "Alanine_Aminotransferase_Level": 16.77966418, + "Aspartate_Aminotransferase_Level": 38.03333409, + "Creatinine_Level": 1.047093166, + "LDH_Level": 211.7205552, + "Calcium_Level": 8.609431301, + "Phosphorus_Level": 4.298568964, + "Glucose_Level": 149.3807193, + "Potassium_Level": 4.857680127, + "Sodium_Level": 141.9994771, + "Smoking_Pack_Years": 27.2239289 + }, + { + "Age": 53, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.9599292, + "White_Blood_Cell_Count": 7.162623732, + "Platelet_Count": 438.807241, + "Albumin_Level": 4.711316439, + "Alkaline_Phosphatase_Level": 55.38686033, + "Alanine_Aminotransferase_Level": 18.69113208, + "Aspartate_Aminotransferase_Level": 23.89758919, + "Creatinine_Level": 0.556786603, + "LDH_Level": 138.535393, + "Calcium_Level": 9.410775887, + "Phosphorus_Level": 2.921998547, + "Glucose_Level": 93.78915927, + "Potassium_Level": 3.93029244, + "Sodium_Level": 138.2728075, + "Smoking_Pack_Years": 82.31618159 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.03313451, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + 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"Creatinine_Level": 0.749608049, + "LDH_Level": 196.1173616, + "Calcium_Level": 9.05631124, + "Phosphorus_Level": 4.09394458, + "Glucose_Level": 113.4136328, + "Potassium_Level": 4.883959032, + "Sodium_Level": 139.8488735, + "Smoking_Pack_Years": 26.00980936 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.54266459, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.56748601, + 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144.1479788, + "Smoking_Pack_Years": 8.765684235 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.73482685, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.29194982, + "White_Blood_Cell_Count": 9.398007349, + "Platelet_Count": 206.1889518, + "Albumin_Level": 3.285869186, + "Alkaline_Phosphatase_Level": 48.26664333, + "Alanine_Aminotransferase_Level": 31.94031453, + "Aspartate_Aminotransferase_Level": 31.71936793, + "Creatinine_Level": 1.214657042, + "LDH_Level": 137.2333344, + "Calcium_Level": 10.00240149, + "Phosphorus_Level": 3.652686004, + "Glucose_Level": 91.0874093, + "Potassium_Level": 4.795055496, + "Sodium_Level": 135.6408221, + "Smoking_Pack_Years": 32.52403158 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.6107572, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.04634243, + "White_Blood_Cell_Count": 6.295801368, + "Platelet_Count": 181.8560392, + "Albumin_Level": 3.021177781, + "Alkaline_Phosphatase_Level": 115.8446235, + "Alanine_Aminotransferase_Level": 19.98538708, + "Aspartate_Aminotransferase_Level": 42.22496375, + "Creatinine_Level": 0.759770733, + "LDH_Level": 175.6743185, + "Calcium_Level": 8.603593824, + "Phosphorus_Level": 3.300570695, + "Glucose_Level": 145.263551, + "Potassium_Level": 4.245726374, + "Sodium_Level": 136.2959319, + "Smoking_Pack_Years": 19.25688334 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.48768824, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.12065861, + "White_Blood_Cell_Count": 8.378131759, + "Platelet_Count": 371.5764941, + "Albumin_Level": 4.455886638, + "Alkaline_Phosphatase_Level": 103.5684064, + "Alanine_Aminotransferase_Level": 37.38625939, + "Aspartate_Aminotransferase_Level": 35.23399873, + "Creatinine_Level": 1.116098297, + "LDH_Level": 242.777013, + "Calcium_Level": 10.46597399, + "Phosphorus_Level": 3.561551303, + "Glucose_Level": 134.4069307, + "Potassium_Level": 3.885896528, + "Sodium_Level": 141.8237928, + "Smoking_Pack_Years": 26.4777127 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.77082915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.83143722, + "White_Blood_Cell_Count": 9.427959863, + "Platelet_Count": 348.9230325, + "Albumin_Level": 3.814348664, + "Alkaline_Phosphatase_Level": 106.4335586, + 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"Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.80587087, + "White_Blood_Cell_Count": 6.557986727, + "Platelet_Count": 444.7900088, + "Albumin_Level": 3.023971578, + "Alkaline_Phosphatase_Level": 80.13260241, + "Alanine_Aminotransferase_Level": 19.31298705, + "Aspartate_Aminotransferase_Level": 46.59543456, + "Creatinine_Level": 0.851030049, + "LDH_Level": 232.9455794, + "Calcium_Level": 10.36161315, + "Phosphorus_Level": 3.246069064, + "Glucose_Level": 130.9883291, + "Potassium_Level": 4.883099204, + "Sodium_Level": 140.130439, + "Smoking_Pack_Years": 87.27660293 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.90331498, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.43005378, + "White_Blood_Cell_Count": 8.959192486, + "Platelet_Count": 260.9456632, + "Albumin_Level": 4.276079873, + "Alkaline_Phosphatase_Level": 51.96258007, + "Alanine_Aminotransferase_Level": 14.20565028, + "Aspartate_Aminotransferase_Level": 47.90335627, + "Creatinine_Level": 0.506774101, + "LDH_Level": 149.2239918, + "Calcium_Level": 9.978998735, + "Phosphorus_Level": 4.024089877, + "Glucose_Level": 113.8889905, + "Potassium_Level": 4.291167078, + "Sodium_Level": 136.8470327, + "Smoking_Pack_Years": 26.41364754 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.03450678, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.79079642, + "White_Blood_Cell_Count": 7.077432438, + "Platelet_Count": 267.16024, + "Albumin_Level": 3.036099479, + "Alkaline_Phosphatase_Level": 96.98212916, + "Alanine_Aminotransferase_Level": 26.84885349, + "Aspartate_Aminotransferase_Level": 35.44801292, + "Creatinine_Level": 0.801965738, + "LDH_Level": 126.7176452, + "Calcium_Level": 10.10020007, + "Phosphorus_Level": 2.821765304, + "Glucose_Level": 80.5132101, + "Potassium_Level": 3.901066105, + "Sodium_Level": 136.9699846, + "Smoking_Pack_Years": 57.11585867 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.26266728, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.86986547, + "White_Blood_Cell_Count": 6.823503087, + "Platelet_Count": 253.514673, + "Albumin_Level": 3.852326934, + "Alkaline_Phosphatase_Level": 94.68259419, + "Alanine_Aminotransferase_Level": 22.39841376, + "Aspartate_Aminotransferase_Level": 18.62636452, + "Creatinine_Level": 0.565453438, + "LDH_Level": 139.7761781, + "Calcium_Level": 10.44912022, + "Phosphorus_Level": 3.870574506, + "Glucose_Level": 146.1335925, + "Potassium_Level": 4.249336918, + "Sodium_Level": 135.7075411, + "Smoking_Pack_Years": 67.35389173 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.5613273, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.19478422, + "White_Blood_Cell_Count": 7.141208626, + "Platelet_Count": 263.3731253, + "Albumin_Level": 3.372871811, + "Alkaline_Phosphatase_Level": 95.51175753, + "Alanine_Aminotransferase_Level": 16.64703937, + "Aspartate_Aminotransferase_Level": 45.75623545, + "Creatinine_Level": 0.931182709, + "LDH_Level": 177.4246387, + "Calcium_Level": 8.713483646, + "Phosphorus_Level": 2.742449624, + "Glucose_Level": 89.68826977, + "Potassium_Level": 3.913052024, + "Sodium_Level": 138.1155747, + "Smoking_Pack_Years": 63.50140881 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.36587456, + "White_Blood_Cell_Count": 3.966097286, + "Platelet_Count": 337.1358918, + "Albumin_Level": 3.175970279, + "Alkaline_Phosphatase_Level": 39.99428819, + "Alanine_Aminotransferase_Level": 8.680734418, + "Aspartate_Aminotransferase_Level": 24.16676349, + "Creatinine_Level": 1.469369314, + "LDH_Level": 179.7766315, + "Calcium_Level": 9.707245284, + "Phosphorus_Level": 3.766679578, + "Glucose_Level": 125.4181405, + "Potassium_Level": 4.518441382, + "Sodium_Level": 144.2741251, + "Smoking_Pack_Years": 69.13445904 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.19011656, + "White_Blood_Cell_Count": 4.526531892, + "Platelet_Count": 157.3334024, + "Albumin_Level": 3.29961013, + "Alkaline_Phosphatase_Level": 93.41058083, + "Alanine_Aminotransferase_Level": 20.91176055, + "Aspartate_Aminotransferase_Level": 18.89472032, + "Creatinine_Level": 1.061894713, + "LDH_Level": 108.1596226, + "Calcium_Level": 9.539417931, + "Phosphorus_Level": 3.494834377, + "Glucose_Level": 122.1565788, + "Potassium_Level": 4.298809229, + "Sodium_Level": 138.3614974, + "Smoking_Pack_Years": 44.49352729 + }, + { + "Age": 51, + "Gender": 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175.7277241, + "Calcium_Level": 9.095871694, + "Phosphorus_Level": 4.056991376, + "Glucose_Level": 129.0066618, + "Potassium_Level": 4.984070509, + "Sodium_Level": 144.7691622, + "Smoking_Pack_Years": 63.22886362 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.04445253, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.48413459, + "White_Blood_Cell_Count": 5.527294791, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.81429379, + "White_Blood_Cell_Count": 4.165765742, + "Platelet_Count": 275.7804549, + "Albumin_Level": 3.666115245, + "Alkaline_Phosphatase_Level": 107.5500636, + "Alanine_Aminotransferase_Level": 24.17144706, + "Aspartate_Aminotransferase_Level": 15.86278506, + "Creatinine_Level": 1.28831346, + "LDH_Level": 134.9970392, + "Calcium_Level": 8.256168404, + "Phosphorus_Level": 2.675050083, + "Glucose_Level": 108.3292395, + "Potassium_Level": 4.750538635, + "Sodium_Level": 136.716435, + "Smoking_Pack_Years": 62.77452951 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.95006507, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.98833124, + "White_Blood_Cell_Count": 6.817453103, + "Platelet_Count": 173.3963952, + "Albumin_Level": 3.453736571, + "Alkaline_Phosphatase_Level": 95.47972851, + "Alanine_Aminotransferase_Level": 7.80603734, + "Aspartate_Aminotransferase_Level": 22.9768074, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.13454822, + "White_Blood_Cell_Count": 9.015837094, + "Platelet_Count": 365.5793669, + "Albumin_Level": 4.910808761, + "Alkaline_Phosphatase_Level": 33.20714616, + "Alanine_Aminotransferase_Level": 23.65013135, + "Aspartate_Aminotransferase_Level": 27.96011035, + "Creatinine_Level": 0.58889749, + "LDH_Level": 154.5790719, + "Calcium_Level": 9.705296604, + "Phosphorus_Level": 3.687035304, + "Glucose_Level": 71.04685383, + "Potassium_Level": 4.16139805, + "Sodium_Level": 138.6167064, + "Smoking_Pack_Years": 13.58355741 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.77382933, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.47868492, + "White_Blood_Cell_Count": 7.161874214, + "Platelet_Count": 421.2349024, + "Albumin_Level": 4.743330699, + "Alkaline_Phosphatase_Level": 77.07503627, + "Alanine_Aminotransferase_Level": 24.93565757, + "Aspartate_Aminotransferase_Level": 35.97022181, + "Creatinine_Level": 1.006678488, + "LDH_Level": 107.0703238, + "Calcium_Level": 9.346653902, + "Phosphorus_Level": 4.329598431, + "Glucose_Level": 79.35959249, + "Potassium_Level": 4.970688253, + "Sodium_Level": 138.5833906, + "Smoking_Pack_Years": 56.34898312 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.49324617, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.5450534, + "White_Blood_Cell_Count": 5.798696462, + "Platelet_Count": 322.7359689, + "Albumin_Level": 3.436187019, + "Alkaline_Phosphatase_Level": 62.40932621, + "Alanine_Aminotransferase_Level": 27.82955928, + "Aspartate_Aminotransferase_Level": 18.94612724, + "Creatinine_Level": 1.462691358, + "LDH_Level": 223.7804724, + "Calcium_Level": 10.45701489, + "Phosphorus_Level": 4.496187839, + "Glucose_Level": 117.9416531, + "Potassium_Level": 4.768436452, + "Sodium_Level": 142.5870847, + "Smoking_Pack_Years": 88.4358017 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.08513908, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.46889554, + "White_Blood_Cell_Count": 5.739760924, + "Platelet_Count": 429.8803366, + "Albumin_Level": 3.261669903, + "Alkaline_Phosphatase_Level": 79.43912208, + "Alanine_Aminotransferase_Level": 14.79473316, + "Aspartate_Aminotransferase_Level": 23.84281492, + "Creatinine_Level": 1.127107046, + "LDH_Level": 125.5088743, + "Calcium_Level": 9.52715653, + "Phosphorus_Level": 4.528432376, + "Glucose_Level": 94.26988266, + "Potassium_Level": 4.526312182, + "Sodium_Level": 136.3992524, + "Smoking_Pack_Years": 35.60790445 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.76685455, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.72584663, + "White_Blood_Cell_Count": 3.770721668, + "Platelet_Count": 388.6454291, + "Albumin_Level": 4.731097461, + "Alkaline_Phosphatase_Level": 98.61390402, + "Alanine_Aminotransferase_Level": 30.88064189, + "Aspartate_Aminotransferase_Level": 38.88617223, + "Creatinine_Level": 0.907385108, + "LDH_Level": 173.1680173, + "Calcium_Level": 10.04170759, + "Phosphorus_Level": 3.758679768, + "Glucose_Level": 137.43981, + "Potassium_Level": 4.527357835, + "Sodium_Level": 144.0531393, + "Smoking_Pack_Years": 14.47696014 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.00128311, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.45681549, + "White_Blood_Cell_Count": 4.831344939, + "Platelet_Count": 421.1488785, + "Albumin_Level": 3.669476124, + "Alkaline_Phosphatase_Level": 55.4037823, + "Alanine_Aminotransferase_Level": 12.38155538, + "Aspartate_Aminotransferase_Level": 43.70332112, + "Creatinine_Level": 0.504110613, + "LDH_Level": 200.5118569, + "Calcium_Level": 9.081457422, + "Phosphorus_Level": 3.256674283, + "Glucose_Level": 149.7871918, + "Potassium_Level": 4.450385817, + "Sodium_Level": 139.841485, + "Smoking_Pack_Years": 82.84189158 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.39897356, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.59173498, + "White_Blood_Cell_Count": 7.790437639, + "Platelet_Count": 303.0493078, + "Albumin_Level": 3.080689417, + "Alkaline_Phosphatase_Level": 119.6237452, + "Alanine_Aminotransferase_Level": 6.491385431, + "Aspartate_Aminotransferase_Level": 35.81676751, + "Creatinine_Level": 0.816893245, + "LDH_Level": 168.382695, + "Calcium_Level": 10.21347382, + "Phosphorus_Level": 4.943748733, + "Glucose_Level": 79.42464108, + "Potassium_Level": 4.446676668, + "Sodium_Level": 135.768814, + "Smoking_Pack_Years": 88.1375417 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.45461626, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.50328602, + "White_Blood_Cell_Count": 8.719836867, + "Platelet_Count": 249.8437066, + "Albumin_Level": 4.768249037, + "Alkaline_Phosphatase_Level": 32.42661779, + "Alanine_Aminotransferase_Level": 37.89478581, + "Aspartate_Aminotransferase_Level": 30.86092544, + "Creatinine_Level": 1.039114492, + "LDH_Level": 217.3985067, + "Calcium_Level": 8.588564851, + "Phosphorus_Level": 4.449707406, + "Glucose_Level": 148.8651122, + "Potassium_Level": 4.637402942, + "Sodium_Level": 139.1965983, + "Smoking_Pack_Years": 93.43111987 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.67706504, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.16788256, + "White_Blood_Cell_Count": 4.508697278, + "Platelet_Count": 384.3636015, + "Albumin_Level": 3.686273313, + "Alkaline_Phosphatase_Level": 84.98804453, + "Alanine_Aminotransferase_Level": 37.8162022, + "Aspartate_Aminotransferase_Level": 43.93966126, + "Creatinine_Level": 0.898432242, + "LDH_Level": 221.5934604, + "Calcium_Level": 8.854046182, + "Phosphorus_Level": 4.340077532, + "Glucose_Level": 95.81959021, + "Potassium_Level": 3.725910955, + "Sodium_Level": 140.3327482, + "Smoking_Pack_Years": 17.15126363 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.81246287, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.65121111, + "White_Blood_Cell_Count": 3.895906789, + "Platelet_Count": 443.8989731, + "Albumin_Level": 4.106356742, + "Alkaline_Phosphatase_Level": 88.56443214, + "Alanine_Aminotransferase_Level": 37.07751562, + "Aspartate_Aminotransferase_Level": 37.08450474, + "Creatinine_Level": 1.332085188, + "LDH_Level": 244.6968623, + "Calcium_Level": 9.07154044, + "Phosphorus_Level": 4.901705194, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 12.02297118, + "Aspartate_Aminotransferase_Level": 27.78111596, + "Creatinine_Level": 1.119868157, + "LDH_Level": 153.3830254, + "Calcium_Level": 9.58640976, + "Phosphorus_Level": 2.512647099, + "Glucose_Level": 95.83149356, + "Potassium_Level": 3.6416024, + "Sodium_Level": 137.753259, + "Smoking_Pack_Years": 21.83475137 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.72587547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.11567362, + "White_Blood_Cell_Count": 6.482046169, + "Platelet_Count": 435.3675811, + "Albumin_Level": 4.334725751, + "Alkaline_Phosphatase_Level": 63.36405493, + "Alanine_Aminotransferase_Level": 9.40383184, + "Aspartate_Aminotransferase_Level": 25.52075062, + "Creatinine_Level": 0.619151398, + "LDH_Level": 153.4004746, + "Calcium_Level": 8.28780897, + "Phosphorus_Level": 3.954699296, + "Glucose_Level": 84.63347729, + "Potassium_Level": 4.663576297, + "Sodium_Level": 143.5327502, + "Smoking_Pack_Years": 57.98042069 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.71461392, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.93247924, + "White_Blood_Cell_Count": 5.300650587, + "Platelet_Count": 425.3510401, + "Albumin_Level": 3.28190496, + "Alkaline_Phosphatase_Level": 57.65680537, + "Alanine_Aminotransferase_Level": 8.839304194, + "Aspartate_Aminotransferase_Level": 49.08283511, + "Creatinine_Level": 1.298355591, + "LDH_Level": 156.0646972, + "Calcium_Level": 10.23336021, + "Phosphorus_Level": 3.232695242, + "Glucose_Level": 120.7932016, + "Potassium_Level": 4.046768873, + "Sodium_Level": 142.1860649, + "Smoking_Pack_Years": 26.76029968 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.03994845, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.65817877, + "White_Blood_Cell_Count": 9.571497115, + "Platelet_Count": 219.2452222, + "Albumin_Level": 4.024725769, + "Alkaline_Phosphatase_Level": 81.34189198, + "Alanine_Aminotransferase_Level": 10.80591461, + "Aspartate_Aminotransferase_Level": 38.71591204, + "Creatinine_Level": 0.720959323, + "LDH_Level": 231.5252981, + "Calcium_Level": 9.265242322, + "Phosphorus_Level": 2.97048682, + 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"Alkaline_Phosphatase_Level": 79.30457113, + "Alanine_Aminotransferase_Level": 25.23747998, + "Aspartate_Aminotransferase_Level": 21.97214416, + "Creatinine_Level": 1.167502234, + "LDH_Level": 122.9678808, + "Calcium_Level": 9.264161722, + "Phosphorus_Level": 4.411904441, + "Glucose_Level": 135.4137171, + "Potassium_Level": 4.887530856, + "Sodium_Level": 143.7318625, + "Smoking_Pack_Years": 79.51321139 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.4913228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.72206412, + "White_Blood_Cell_Count": 4.161239596, + "Platelet_Count": 175.2371219, + "Albumin_Level": 3.784921888, + "Alkaline_Phosphatase_Level": 108.5005535, + "Alanine_Aminotransferase_Level": 7.575328269, + "Aspartate_Aminotransferase_Level": 29.91660159, + "Creatinine_Level": 1.175673824, + "LDH_Level": 216.8349705, + "Calcium_Level": 9.961738426, + "Phosphorus_Level": 4.567346399, + "Glucose_Level": 131.4010401, + "Potassium_Level": 4.973439365, + "Sodium_Level": 141.1351001, + "Smoking_Pack_Years": 68.8734965 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.29305967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.23154147, + "White_Blood_Cell_Count": 9.41242228, + "Platelet_Count": 355.1972757, + "Albumin_Level": 4.401827281, + "Alkaline_Phosphatase_Level": 114.3811732, + "Alanine_Aminotransferase_Level": 16.98167106, + "Aspartate_Aminotransferase_Level": 36.77312932, + "Creatinine_Level": 1.362438486, + "LDH_Level": 209.6394754, + "Calcium_Level": 9.266044195, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.25612892, + "White_Blood_Cell_Count": 6.364662401, + "Platelet_Count": 421.7651284, + "Albumin_Level": 4.569342831, + "Alkaline_Phosphatase_Level": 92.39877388, + "Alanine_Aminotransferase_Level": 16.76438277, + "Aspartate_Aminotransferase_Level": 18.16414629, + "Creatinine_Level": 1.232068257, + "LDH_Level": 228.9329735, + "Calcium_Level": 8.774399497, + "Phosphorus_Level": 3.758797476, + "Glucose_Level": 102.1629941, + "Potassium_Level": 4.817410415, + "Sodium_Level": 136.8401886, + "Smoking_Pack_Years": 79.36014129 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.68069358, + "White_Blood_Cell_Count": 5.900807328, + "Platelet_Count": 171.0818167, + "Albumin_Level": 3.568359422, + "Alkaline_Phosphatase_Level": 76.40955788, + "Alanine_Aminotransferase_Level": 25.37349666, + "Aspartate_Aminotransferase_Level": 35.76630116, + "Creatinine_Level": 0.591122124, + "LDH_Level": 127.7127274, + "Calcium_Level": 9.478153653, + "Phosphorus_Level": 2.845746519, + "Glucose_Level": 97.74162688, + "Potassium_Level": 4.283420866, + "Sodium_Level": 136.0632532, + "Smoking_Pack_Years": 51.55544469 + }, + { + "Age": 59, + "Gender": 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225.6396313, + "Calcium_Level": 9.979548181, + "Phosphorus_Level": 3.366875984, + "Glucose_Level": 91.93417239, + "Potassium_Level": 4.388571129, + "Sodium_Level": 142.2501756, + "Smoking_Pack_Years": 66.25417959 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.46063919, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.17367489, + "White_Blood_Cell_Count": 6.072975726, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.56757077, + "White_Blood_Cell_Count": 3.851611661, + "Platelet_Count": 362.8582654, + "Albumin_Level": 3.315967768, + "Alkaline_Phosphatase_Level": 84.1430561, + "Alanine_Aminotransferase_Level": 28.8492628, + "Aspartate_Aminotransferase_Level": 39.58200506, + "Creatinine_Level": 1.187373022, + "LDH_Level": 222.4501397, + "Calcium_Level": 8.50416082, + "Phosphorus_Level": 3.565308326, + "Glucose_Level": 149.8127615, + "Potassium_Level": 4.844051859, + "Sodium_Level": 137.6036083, + "Smoking_Pack_Years": 97.96807051 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.33650437, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.70838048, + "White_Blood_Cell_Count": 5.22773932, + "Platelet_Count": 214.3110807, + "Albumin_Level": 3.618391843, + "Alkaline_Phosphatase_Level": 78.52246659, + "Alanine_Aminotransferase_Level": 32.54990904, + "Aspartate_Aminotransferase_Level": 41.0937832, + "Creatinine_Level": 1.395751765, + "LDH_Level": 144.7802355, + "Calcium_Level": 8.011895884, + "Phosphorus_Level": 3.173260697, + "Glucose_Level": 125.2490355, + "Potassium_Level": 4.075336879, + "Sodium_Level": 140.0845459, + "Smoking_Pack_Years": 48.07938922 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.88252996, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.38513723, + "White_Blood_Cell_Count": 4.029897733, + "Platelet_Count": 318.7768803, + "Albumin_Level": 4.492464052, + "Alkaline_Phosphatase_Level": 107.9474192, + "Alanine_Aminotransferase_Level": 38.95111353, + "Aspartate_Aminotransferase_Level": 39.49407086, + "Creatinine_Level": 0.817666384, + "LDH_Level": 140.9370721, + "Calcium_Level": 8.215677801, + "Phosphorus_Level": 4.095044418, + "Glucose_Level": 137.2016224, + "Potassium_Level": 3.882039741, + "Sodium_Level": 139.5726504, + "Smoking_Pack_Years": 96.79431276 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.50078079, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.94891919, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.16497195, + "White_Blood_Cell_Count": 6.514774012, + "Platelet_Count": 235.438902, + "Albumin_Level": 3.722086294, + "Alkaline_Phosphatase_Level": 83.09964661, + "Alanine_Aminotransferase_Level": 21.62997596, + "Aspartate_Aminotransferase_Level": 27.49923243, + "Creatinine_Level": 0.984349074, + "LDH_Level": 247.8936642, + "Calcium_Level": 8.936268628, + "Phosphorus_Level": 3.868559855, + "Glucose_Level": 102.1702963, + "Potassium_Level": 4.505053257, + "Sodium_Level": 136.5752355, + "Smoking_Pack_Years": 62.94338038 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.46400409, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.06902962, + "White_Blood_Cell_Count": 8.821788988, + "Platelet_Count": 315.0149089, + "Albumin_Level": 4.437077981, + "Alkaline_Phosphatase_Level": 59.79156335, + "Alanine_Aminotransferase_Level": 38.53243567, + "Aspartate_Aminotransferase_Level": 20.9430891, + "Creatinine_Level": 1.081953449, + "LDH_Level": 203.1607029, + "Calcium_Level": 9.901532213, + "Phosphorus_Level": 3.005926927, + "Glucose_Level": 99.47374295, + "Potassium_Level": 3.936092451, + "Sodium_Level": 141.8316829, + "Smoking_Pack_Years": 20.47590825 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.57416987, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.52456781, + "White_Blood_Cell_Count": 7.448293818, + "Platelet_Count": 213.1720123, + "Albumin_Level": 4.354770206, + "Alkaline_Phosphatase_Level": 72.83021783, + "Alanine_Aminotransferase_Level": 37.82348357, + "Aspartate_Aminotransferase_Level": 19.9832845, + "Creatinine_Level": 1.3511074, + "LDH_Level": 135.2520738, + "Calcium_Level": 8.985591027, + "Phosphorus_Level": 4.7732102, + "Glucose_Level": 108.9789208, + "Potassium_Level": 4.265140879, + "Sodium_Level": 141.8534373, + "Smoking_Pack_Years": 96.49231035 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.44965569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 101, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.58878168, + "White_Blood_Cell_Count": 7.995495283, + "Platelet_Count": 340.4296567, + "Albumin_Level": 4.547800497, + "Alkaline_Phosphatase_Level": 113.4190142, + "Alanine_Aminotransferase_Level": 24.22214663, + "Aspartate_Aminotransferase_Level": 16.47114113, + "Creatinine_Level": 0.942104215, + "LDH_Level": 153.547096, + "Calcium_Level": 8.481254075, + "Phosphorus_Level": 4.331905675, + "Glucose_Level": 102.4964628, + "Potassium_Level": 3.536343383, + "Sodium_Level": 137.5263799, + "Smoking_Pack_Years": 67.7117326 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.64209678, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.35566338, + "White_Blood_Cell_Count": 9.316688941, + "Platelet_Count": 259.1778827, + "Albumin_Level": 3.58442697, + "Alkaline_Phosphatase_Level": 94.39118633, + "Alanine_Aminotransferase_Level": 33.57151906, + "Aspartate_Aminotransferase_Level": 23.06091664, + "Creatinine_Level": 0.906923734, + "LDH_Level": 122.9554724, + "Calcium_Level": 9.298606268, + "Phosphorus_Level": 3.737923077, + "Glucose_Level": 89.30092735, + "Potassium_Level": 4.239165226, + "Sodium_Level": 142.5083655, + "Smoking_Pack_Years": 63.02879317 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.8937655, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.75850399, + "White_Blood_Cell_Count": 9.34171492, + "Platelet_Count": 223.6598073, + "Albumin_Level": 4.270977783, + "Alkaline_Phosphatase_Level": 50.9733645, + "Alanine_Aminotransferase_Level": 37.41637162, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.88639379, + "White_Blood_Cell_Count": 5.802413749, + "Platelet_Count": 250.6630673, + "Albumin_Level": 4.829073827, + "Alkaline_Phosphatase_Level": 44.35115477, + "Alanine_Aminotransferase_Level": 5.504170671, + "Aspartate_Aminotransferase_Level": 37.41194512, + "Creatinine_Level": 1.173378077, + "LDH_Level": 213.4922768, + "Calcium_Level": 9.225293092, + "Phosphorus_Level": 3.736662052, + "Glucose_Level": 85.22025458, + "Potassium_Level": 4.509339146, + "Sodium_Level": 138.7154882, + "Smoking_Pack_Years": 35.46289662 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.80421565, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.27077331, + "White_Blood_Cell_Count": 3.748608227, + "Platelet_Count": 374.0405478, + "Albumin_Level": 3.260753581, + "Alkaline_Phosphatase_Level": 114.8713235, + "Alanine_Aminotransferase_Level": 21.2067468, + "Aspartate_Aminotransferase_Level": 20.69676599, + "Creatinine_Level": 1.313897835, + "LDH_Level": 249.4208246, + "Calcium_Level": 9.506630951, + "Phosphorus_Level": 3.035046938, + "Glucose_Level": 135.6573872, + "Potassium_Level": 4.218840504, + "Sodium_Level": 143.3538281, + "Smoking_Pack_Years": 27.16787302 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.75214471, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.44938532, + "White_Blood_Cell_Count": 8.104829973, + "Platelet_Count": 340.1101244, + "Albumin_Level": 4.547573816, + "Alkaline_Phosphatase_Level": 100.2140576, + "Alanine_Aminotransferase_Level": 14.51261993, + "Aspartate_Aminotransferase_Level": 31.77923101, + "Creatinine_Level": 0.597198917, + "LDH_Level": 153.3025984, + "Calcium_Level": 10.24903752, + "Phosphorus_Level": 2.759046638, + "Glucose_Level": 104.9546921, + "Potassium_Level": 4.56822227, + "Sodium_Level": 140.1704543, + "Smoking_Pack_Years": 59.23853532 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.11383187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.09500189, + "White_Blood_Cell_Count": 4.38835763, + "Platelet_Count": 257.0887901, + "Albumin_Level": 4.771091823, + "Alkaline_Phosphatase_Level": 77.18666639, + "Alanine_Aminotransferase_Level": 13.16555337, + "Aspartate_Aminotransferase_Level": 49.59418647, + "Creatinine_Level": 0.734843535, + "LDH_Level": 124.0254899, + "Calcium_Level": 8.77683955, + "Phosphorus_Level": 4.731426836, + "Glucose_Level": 79.41701286, + "Potassium_Level": 4.933578102, + "Sodium_Level": 137.8125607, + "Smoking_Pack_Years": 22.98154956 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.59284482, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.04952527, + "White_Blood_Cell_Count": 6.401673915, + "Platelet_Count": 384.2754357, + "Albumin_Level": 3.021305568, + "Alkaline_Phosphatase_Level": 111.9040133, + "Alanine_Aminotransferase_Level": 32.2623143, + "Aspartate_Aminotransferase_Level": 39.65930139, + "Creatinine_Level": 0.525851743, + "LDH_Level": 118.2458889, + "Calcium_Level": 10.02254718, + "Phosphorus_Level": 3.580549655, + "Glucose_Level": 122.6255044, + "Potassium_Level": 4.482605516, + "Sodium_Level": 142.1708778, + "Smoking_Pack_Years": 97.03894422 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.36866713, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.06127819, + "White_Blood_Cell_Count": 4.61283107, + "Platelet_Count": 319.5517104, + "Albumin_Level": 3.000228663, + "Alkaline_Phosphatase_Level": 97.98163271, + "Alanine_Aminotransferase_Level": 8.822583757, + "Aspartate_Aminotransferase_Level": 36.27783954, + "Creatinine_Level": 0.977926452, + "LDH_Level": 234.8923337, + "Calcium_Level": 9.017482654, + "Phosphorus_Level": 4.058457799, + "Glucose_Level": 115.8227093, + "Potassium_Level": 3.503071155, + "Sodium_Level": 136.9031855, + "Smoking_Pack_Years": 26.98231459 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.75981768, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.92047548, + "White_Blood_Cell_Count": 4.28065928, + "Platelet_Count": 443.0446053, + "Albumin_Level": 3.829341081, + "Alkaline_Phosphatase_Level": 34.31414953, + "Alanine_Aminotransferase_Level": 21.13789238, + "Aspartate_Aminotransferase_Level": 35.96400271, + "Creatinine_Level": 1.418227161, + "LDH_Level": 243.0220424, + "Calcium_Level": 9.963897026, + "Phosphorus_Level": 3.941394062, + "Glucose_Level": 79.85536739, + "Potassium_Level": 3.805775368, + "Sodium_Level": 138.1714346, + "Smoking_Pack_Years": 29.4460833 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.4081403, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.2183423, + "White_Blood_Cell_Count": 9.993038629, + "Platelet_Count": 448.1631856, + "Albumin_Level": 4.914127256, + "Alkaline_Phosphatase_Level": 66.06281178, + "Alanine_Aminotransferase_Level": 10.88688133, + "Aspartate_Aminotransferase_Level": 36.73517354, + "Creatinine_Level": 0.891376182, + "LDH_Level": 119.2493073, + "Calcium_Level": 8.793774769, + "Phosphorus_Level": 3.347230435, + "Glucose_Level": 139.5772651, + "Potassium_Level": 4.90871846, + "Sodium_Level": 137.3933781, + "Smoking_Pack_Years": 51.66289204 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.01573981, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.68272927, + "White_Blood_Cell_Count": 6.317390215, + "Platelet_Count": 292.1721104, + "Albumin_Level": 3.13378963, + "Alkaline_Phosphatase_Level": 43.18762632, + "Alanine_Aminotransferase_Level": 31.82222759, + "Aspartate_Aminotransferase_Level": 20.55831083, + "Creatinine_Level": 0.984194852, + "LDH_Level": 150.9674666, + "Calcium_Level": 10.14027644, + "Phosphorus_Level": 2.9156625, + "Glucose_Level": 102.6241363, + "Potassium_Level": 4.165589061, + "Sodium_Level": 138.0582727, + "Smoking_Pack_Years": 60.04755993 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.16100761, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.23711326, + "White_Blood_Cell_Count": 4.701771984, + "Platelet_Count": 336.4470421, + "Albumin_Level": 4.341107058, + "Alkaline_Phosphatase_Level": 34.77651605, + "Alanine_Aminotransferase_Level": 35.10769928, + "Aspartate_Aminotransferase_Level": 15.9638562, + "Creatinine_Level": 1.468372674, + "LDH_Level": 140.4690765, + "Calcium_Level": 8.36942529, + "Phosphorus_Level": 4.008366693, + "Glucose_Level": 95.5813321, + "Potassium_Level": 3.683489538, + "Sodium_Level": 138.3814754, + "Smoking_Pack_Years": 66.59435327 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.22395917, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.32263036, + "White_Blood_Cell_Count": 9.388809109, + "Platelet_Count": 310.2358264, + "Albumin_Level": 4.187305932, + "Alkaline_Phosphatase_Level": 113.7966878, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.24383375, + "White_Blood_Cell_Count": 9.028460358, + "Platelet_Count": 398.9305382, + "Albumin_Level": 3.880896285, + "Alkaline_Phosphatase_Level": 39.51867534, + "Alanine_Aminotransferase_Level": 12.13826698, + "Aspartate_Aminotransferase_Level": 13.96634434, + "Creatinine_Level": 1.455173425, + "LDH_Level": 123.559068, + "Calcium_Level": 9.230229771, + "Phosphorus_Level": 3.855933121, + "Glucose_Level": 127.916685, + "Potassium_Level": 4.027909298, + "Sodium_Level": 143.2348616, + "Smoking_Pack_Years": 55.06728158 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.0561599, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.46258754, + "White_Blood_Cell_Count": 9.932530383, + "Platelet_Count": 315.2665823, + "Albumin_Level": 3.467161606, + "Alkaline_Phosphatase_Level": 82.12646455, + "Alanine_Aminotransferase_Level": 9.177414182, + "Aspartate_Aminotransferase_Level": 28.55412593, + "Creatinine_Level": 0.928328667, + "LDH_Level": 172.2349662, + "Calcium_Level": 10.03108567, + "Phosphorus_Level": 3.291041346, + "Glucose_Level": 119.2358149, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 10.5632979, + "Aspartate_Aminotransferase_Level": 34.03719195, + "Creatinine_Level": 1.045836003, + "LDH_Level": 178.9174559, + "Calcium_Level": 9.351277591, + "Phosphorus_Level": 4.86604454, + "Glucose_Level": 81.78265965, + "Potassium_Level": 4.579190151, + "Sodium_Level": 142.1389832, + "Smoking_Pack_Years": 90.99130362 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.7893557, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.64739527, + "White_Blood_Cell_Count": 4.302951714, + "Platelet_Count": 298.401692, + "Albumin_Level": 4.758877624, + "Alkaline_Phosphatase_Level": 30.01394178, + "Alanine_Aminotransferase_Level": 19.79429545, + "Aspartate_Aminotransferase_Level": 33.38350912, + "Creatinine_Level": 0.923430755, + "LDH_Level": 138.7753565, + "Calcium_Level": 9.393413873, + "Phosphorus_Level": 3.432838734, + "Glucose_Level": 146.035144, + "Potassium_Level": 4.493549545, + "Sodium_Level": 143.3565581, + "Smoking_Pack_Years": 33.08307479 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.41375745, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.50919335, + "White_Blood_Cell_Count": 6.937978081, + "Platelet_Count": 355.857382, + "Albumin_Level": 4.480624979, + "Alkaline_Phosphatase_Level": 51.66548052, + "Alanine_Aminotransferase_Level": 7.849893732, + "Aspartate_Aminotransferase_Level": 12.15160747, + "Creatinine_Level": 1.138208587, + "LDH_Level": 111.3484242, + "Calcium_Level": 9.708483845, + "Phosphorus_Level": 4.273425299, + "Glucose_Level": 135.498942, + "Potassium_Level": 4.65453479, + "Sodium_Level": 138.643795, + "Smoking_Pack_Years": 75.84626556 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.79947811, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.72588426, + "White_Blood_Cell_Count": 6.313103676, + "Platelet_Count": 337.1520596, + "Albumin_Level": 4.06873023, + "Alkaline_Phosphatase_Level": 119.2108531, + "Alanine_Aminotransferase_Level": 12.71549468, + "Aspartate_Aminotransferase_Level": 47.87517984, + "Creatinine_Level": 1.337024551, + "LDH_Level": 161.858928, + "Calcium_Level": 8.221034624, + "Phosphorus_Level": 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.08534915, + "White_Blood_Cell_Count": 4.792952548, + "Platelet_Count": 250.7475791, + "Albumin_Level": 3.330306509, + "Alkaline_Phosphatase_Level": 51.3546922, + "Alanine_Aminotransferase_Level": 21.69273763, + "Aspartate_Aminotransferase_Level": 29.7285765, + "Creatinine_Level": 1.079382741, + "LDH_Level": 180.9499457, + "Calcium_Level": 8.498110772, + "Phosphorus_Level": 4.564276933, + "Glucose_Level": 89.07592898, + "Potassium_Level": 3.733640873, + "Sodium_Level": 141.8853624, + "Smoking_Pack_Years": 99.44191604 + }, + { 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0.715628779, + "LDH_Level": 206.1108026, + "Calcium_Level": 10.12458611, + "Phosphorus_Level": 3.225195777, + "Glucose_Level": 83.50324067, + "Potassium_Level": 4.940171369, + "Sodium_Level": 144.8624341, + "Smoking_Pack_Years": 17.08271421 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.67242935, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.64609601, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.2337169, + "White_Blood_Cell_Count": 4.756409615, + "Platelet_Count": 390.2098203, + "Albumin_Level": 4.953183454, + "Alkaline_Phosphatase_Level": 32.22450183, + "Alanine_Aminotransferase_Level": 17.99168212, + "Aspartate_Aminotransferase_Level": 46.27282356, + "Creatinine_Level": 0.968418355, + "LDH_Level": 111.9064327, + "Calcium_Level": 8.661957138, + "Phosphorus_Level": 3.45923146, + "Glucose_Level": 134.5990149, + "Potassium_Level": 3.839095502, + "Sodium_Level": 140.1403292, + "Smoking_Pack_Years": 96.49467132 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.20754337, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.47510268, + "White_Blood_Cell_Count": 9.193176163, + "Platelet_Count": 216.0662138, + "Albumin_Level": 4.681728658, + "Alkaline_Phosphatase_Level": 30.69696446, + "Alanine_Aminotransferase_Level": 11.79612958, + "Aspartate_Aminotransferase_Level": 11.07867651, + "Creatinine_Level": 0.849556694, + "LDH_Level": 197.8208798, + "Calcium_Level": 8.235017544, + "Phosphorus_Level": 2.629474189, + "Glucose_Level": 102.326652, + "Potassium_Level": 4.195811104, + "Sodium_Level": 140.7636109, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.2368515, + "White_Blood_Cell_Count": 6.653525484, + "Platelet_Count": 367.3259571, + "Albumin_Level": 4.909606733, + "Alkaline_Phosphatase_Level": 34.32546713, + "Alanine_Aminotransferase_Level": 28.80216575, + "Aspartate_Aminotransferase_Level": 21.07428577, + "Creatinine_Level": 1.379177069, + "LDH_Level": 140.8298162, + "Calcium_Level": 10.1363049, + "Phosphorus_Level": 4.109335775, + "Glucose_Level": 105.4343288, + "Potassium_Level": 4.538904586, + "Sodium_Level": 137.5470791, + "Smoking_Pack_Years": 7.693880083 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.95381345, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.46633113, + "White_Blood_Cell_Count": 6.409959357, + "Platelet_Count": 219.3873969, + "Albumin_Level": 3.909220861, + "Alkaline_Phosphatase_Level": 41.33302187, + "Alanine_Aminotransferase_Level": 26.53161188, + "Aspartate_Aminotransferase_Level": 15.3291214, + "Creatinine_Level": 1.006384483, + "LDH_Level": 216.5587311, + "Calcium_Level": 9.472598052, + "Phosphorus_Level": 4.563666877, + "Glucose_Level": 84.19415273, + "Potassium_Level": 4.511064063, + "Sodium_Level": 143.4158569, + "Smoking_Pack_Years": 99.2965175 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.13155605, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Potassium_Level": 4.251426966, + "Sodium_Level": 141.2418281, + "Smoking_Pack_Years": 88.08224743 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.70987042, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.15602165, + "White_Blood_Cell_Count": 9.269626194, + "Platelet_Count": 278.8312375, + "Albumin_Level": 4.412245389, + "Alkaline_Phosphatase_Level": 109.1728106, + "Alanine_Aminotransferase_Level": 17.01705651, + "Aspartate_Aminotransferase_Level": 15.19598215, + "Creatinine_Level": 1.005366896, + "LDH_Level": 106.89606, + "Calcium_Level": 8.893883037, + "Phosphorus_Level": 4.27620547, + "Glucose_Level": 126.8444919, + "Potassium_Level": 4.329663203, + "Sodium_Level": 139.8478186, + "Smoking_Pack_Years": 30.16880313 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.70079793, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.6160657, + "White_Blood_Cell_Count": 9.10325735, + "Platelet_Count": 264.0575241, + "Albumin_Level": 3.063432246, + "Alkaline_Phosphatase_Level": 38.34045434, + "Alanine_Aminotransferase_Level": 20.08849809, + "Aspartate_Aminotransferase_Level": 39.30049131, + "Creatinine_Level": 1.010397154, + "LDH_Level": 112.6783803, + "Calcium_Level": 9.949045251, + "Phosphorus_Level": 3.800179485, + "Glucose_Level": 113.5548904, + "Potassium_Level": 4.054969042, + "Sodium_Level": 141.825465, + "Smoking_Pack_Years": 40.81624242 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.88616991, + "Tumor_Location": 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146.4358218, + "Potassium_Level": 4.670499649, + "Sodium_Level": 137.3679793, + "Smoking_Pack_Years": 94.94134488 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.58076857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.16168242, + "White_Blood_Cell_Count": 4.680222507, + "Platelet_Count": 286.6108768, + "Albumin_Level": 3.949980861, + "Alkaline_Phosphatase_Level": 79.83124169, + "Alanine_Aminotransferase_Level": 21.14788707, + "Aspartate_Aminotransferase_Level": 18.62150356, + "Creatinine_Level": 0.841267026, + "LDH_Level": 133.7893746, + "Calcium_Level": 9.872806582, + "Phosphorus_Level": 4.81461484, + "Glucose_Level": 144.7680702, + "Potassium_Level": 4.730016399, + "Sodium_Level": 140.2500257, + "Smoking_Pack_Years": 85.36522227 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.16456098, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.74675253, + "White_Blood_Cell_Count": 6.077067932, + "Platelet_Count": 219.7747842, + "Albumin_Level": 3.657819404, + "Alkaline_Phosphatase_Level": 99.18045174, + "Alanine_Aminotransferase_Level": 26.02319472, + "Aspartate_Aminotransferase_Level": 44.03858068, + "Creatinine_Level": 1.349657353, + "LDH_Level": 189.6153361, + "Calcium_Level": 9.691602318, + "Phosphorus_Level": 4.354537435, + "Glucose_Level": 148.3520292, + "Potassium_Level": 3.606800767, + "Sodium_Level": 136.8162103, + "Smoking_Pack_Years": 23.67722841 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.94759446, + "White_Blood_Cell_Count": 8.20077273, + "Platelet_Count": 367.3313361, + "Albumin_Level": 4.782031004, + "Alkaline_Phosphatase_Level": 94.07848602, + "Alanine_Aminotransferase_Level": 5.898954819, + "Aspartate_Aminotransferase_Level": 11.86666168, + "Creatinine_Level": 1.151838493, + "LDH_Level": 163.8783018, + "Calcium_Level": 8.186526234, + "Phosphorus_Level": 4.301723857, + "Glucose_Level": 126.9295268, + "Potassium_Level": 3.763973436, + "Sodium_Level": 137.2492205, + "Smoking_Pack_Years": 32.78135561 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.69147479, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.33065125, + "White_Blood_Cell_Count": 9.116457792, + "Platelet_Count": 216.0571945, + "Albumin_Level": 3.790285375, + "Alkaline_Phosphatase_Level": 85.69493832, + "Alanine_Aminotransferase_Level": 31.19613803, + "Aspartate_Aminotransferase_Level": 48.33683586, + "Creatinine_Level": 0.749190887, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.55652391, + "White_Blood_Cell_Count": 6.906849477, + "Platelet_Count": 327.1318466, + "Albumin_Level": 4.679602979, + "Alkaline_Phosphatase_Level": 33.29554316, + "Alanine_Aminotransferase_Level": 7.763666524, + "Aspartate_Aminotransferase_Level": 19.03246029, + "Creatinine_Level": 1.096651128, + "LDH_Level": 185.5701461, + "Calcium_Level": 8.233165725, + "Phosphorus_Level": 3.492643334, + "Glucose_Level": 145.4412642, + "Potassium_Level": 4.141810112, + "Sodium_Level": 137.1582324, + "Smoking_Pack_Years": 43.39033025 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.32304807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.77539951, + "White_Blood_Cell_Count": 5.501862912, + "Platelet_Count": 157.7316237, + "Albumin_Level": 3.30571487, + "Alkaline_Phosphatase_Level": 70.72726049, + "Alanine_Aminotransferase_Level": 21.82663809, + "Aspartate_Aminotransferase_Level": 39.62066187, + "Creatinine_Level": 0.56166812, + "LDH_Level": 101.717571, + "Calcium_Level": 10.05904861, + "Phosphorus_Level": 4.019459444, + "Glucose_Level": 110.8197701, + "Potassium_Level": 3.660035656, + "Sodium_Level": 139.8205951, + "Smoking_Pack_Years": 30.33691844 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.34396246, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.85728677, + "White_Blood_Cell_Count": 6.169196727, + "Platelet_Count": 383.3784503, + "Albumin_Level": 4.263169289, + "Alkaline_Phosphatase_Level": 89.89815995, + "Alanine_Aminotransferase_Level": 30.62365509, + "Aspartate_Aminotransferase_Level": 18.99121166, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.23168705, + "White_Blood_Cell_Count": 9.57775387, + "Platelet_Count": 447.0620964, + "Albumin_Level": 4.583190672, + "Alkaline_Phosphatase_Level": 43.55483546, + "Alanine_Aminotransferase_Level": 19.78218672, + "Aspartate_Aminotransferase_Level": 25.35776508, + "Creatinine_Level": 1.105142992, + "LDH_Level": 155.5206653, + "Calcium_Level": 8.765840812, + "Phosphorus_Level": 3.249207189, + "Glucose_Level": 73.43348509, + "Potassium_Level": 3.504839308, + "Sodium_Level": 135.6244543, + "Smoking_Pack_Years": 40.70694588 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.8885481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.51198141, + "White_Blood_Cell_Count": 7.646977971, + "Platelet_Count": 358.162614, + "Albumin_Level": 3.243531188, + "Alkaline_Phosphatase_Level": 74.93503489, + "Alanine_Aminotransferase_Level": 29.42225252, + "Aspartate_Aminotransferase_Level": 38.39578702, + "Creatinine_Level": 0.727864016, + "LDH_Level": 110.9012596, + "Calcium_Level": 10.0801235, + "Phosphorus_Level": 4.102027381, + "Glucose_Level": 118.4321517, + "Potassium_Level": 4.605531027, + "Sodium_Level": 138.9711023, + "Smoking_Pack_Years": 89.91641323 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.89154385, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.64943175, + "White_Blood_Cell_Count": 8.942000442, + "Platelet_Count": 186.8843948, + "Albumin_Level": 4.191110559, + "Alkaline_Phosphatase_Level": 74.6204779, + "Alanine_Aminotransferase_Level": 38.30212378, + "Aspartate_Aminotransferase_Level": 16.90643286, + "Creatinine_Level": 0.945491559, + "LDH_Level": 128.4319735, + "Calcium_Level": 8.817485027, + "Phosphorus_Level": 3.148821522, + "Glucose_Level": 80.18346911, + "Potassium_Level": 3.767114496, + "Sodium_Level": 141.1733254, + "Smoking_Pack_Years": 47.4815096 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.72533108, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.57914753, + "White_Blood_Cell_Count": 5.719522889, + "Platelet_Count": 300.0855932, + "Albumin_Level": 3.565694469, + "Alkaline_Phosphatase_Level": 96.53693993, + "Alanine_Aminotransferase_Level": 5.050038531, + 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"Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.90070378, + "White_Blood_Cell_Count": 4.326021934, + "Platelet_Count": 272.7082623, + "Albumin_Level": 3.234035308, + "Alkaline_Phosphatase_Level": 98.32540062, + "Alanine_Aminotransferase_Level": 30.92769444, + "Aspartate_Aminotransferase_Level": 22.38253963, + "Creatinine_Level": 0.943789613, + "LDH_Level": 223.2178074, + "Calcium_Level": 10.10305606, + "Phosphorus_Level": 2.520739645, + "Glucose_Level": 141.3311226, + "Potassium_Level": 3.642850741, + "Sodium_Level": 139.7131286, + "Smoking_Pack_Years": 73.52859912 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.03215717, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.3520658, + "White_Blood_Cell_Count": 9.591931349, + "Platelet_Count": 410.1945786, + "Albumin_Level": 4.704703928, + "Alkaline_Phosphatase_Level": 116.4666803, + "Alanine_Aminotransferase_Level": 22.010117, + "Aspartate_Aminotransferase_Level": 41.764098, + "Creatinine_Level": 0.726038845, + "LDH_Level": 205.5679953, + "Calcium_Level": 9.789378932, + "Phosphorus_Level": 4.019918392, + "Glucose_Level": 78.58895231, + "Potassium_Level": 4.317810613, + "Sodium_Level": 144.1443909, + "Smoking_Pack_Years": 77.51123344 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.74157197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.39497148, + "White_Blood_Cell_Count": 4.011463384, + "Platelet_Count": 409.6856089, + "Albumin_Level": 3.002699863, + "Alkaline_Phosphatase_Level": 47.32355171, + "Alanine_Aminotransferase_Level": 5.20741033, + "Aspartate_Aminotransferase_Level": 42.83323262, + "Creatinine_Level": 0.99722011, + "LDH_Level": 171.7079679, + "Calcium_Level": 9.669805533, + "Phosphorus_Level": 4.947124916, + "Glucose_Level": 124.4696205, + "Potassium_Level": 3.547593849, + "Sodium_Level": 135.6831386, + "Smoking_Pack_Years": 85.84209607 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.2775397, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.69931011, + "White_Blood_Cell_Count": 6.537471425, + "Platelet_Count": 321.4014595, + "Albumin_Level": 3.600951426, + "Alkaline_Phosphatase_Level": 101.5473179, + "Alanine_Aminotransferase_Level": 37.7449889, + "Aspartate_Aminotransferase_Level": 29.40780665, + "Creatinine_Level": 1.174247219, + "LDH_Level": 181.4573322, + "Calcium_Level": 10.34923233, + "Phosphorus_Level": 4.86395078, + "Glucose_Level": 120.3603602, + "Potassium_Level": 3.795111847, + "Sodium_Level": 142.5187323, + "Smoking_Pack_Years": 86.83858179 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.98268613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.73019812, + "White_Blood_Cell_Count": 5.14030004, + "Platelet_Count": 405.6375945, + "Albumin_Level": 4.323311354, + "Alkaline_Phosphatase_Level": 49.20893732, + "Alanine_Aminotransferase_Level": 21.465292, + "Aspartate_Aminotransferase_Level": 26.35975798, + "Creatinine_Level": 0.548781178, + "LDH_Level": 163.2702691, + "Calcium_Level": 8.45628331, + "Phosphorus_Level": 3.138122071, + "Glucose_Level": 110.1786269, + "Potassium_Level": 4.247856919, + "Sodium_Level": 138.1829352, + "Smoking_Pack_Years": 6.499212515 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.54997997, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.35655523, + "White_Blood_Cell_Count": 6.478589036, + "Platelet_Count": 280.1688849, + "Albumin_Level": 4.267261933, + "Alkaline_Phosphatase_Level": 108.9502656, + "Alanine_Aminotransferase_Level": 19.02088561, + "Aspartate_Aminotransferase_Level": 32.94866847, + "Creatinine_Level": 1.444993596, + "LDH_Level": 155.1534242, + "Calcium_Level": 8.737223724, + "Phosphorus_Level": 3.374713394, + "Glucose_Level": 101.0111756, + "Potassium_Level": 4.007757333, + "Sodium_Level": 138.1906248, + "Smoking_Pack_Years": 73.33853981 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.80098415, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.4986656, + "White_Blood_Cell_Count": 9.809617469, + "Platelet_Count": 381.7232672, + "Albumin_Level": 3.058981967, + "Alkaline_Phosphatase_Level": 30.94649371, + "Alanine_Aminotransferase_Level": 10.90306093, + "Aspartate_Aminotransferase_Level": 18.89000199, + "Creatinine_Level": 0.579344213, + "LDH_Level": 222.9280551, + "Calcium_Level": 10.26282131, + "Phosphorus_Level": 2.784504049, + "Glucose_Level": 132.3709923, + "Potassium_Level": 4.674853832, + "Sodium_Level": 138.9002701, + "Smoking_Pack_Years": 92.60992337 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.40544356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.90927355, + "White_Blood_Cell_Count": 8.544912099, + "Platelet_Count": 415.3673658, + "Albumin_Level": 4.311940727, + "Alkaline_Phosphatase_Level": 94.47803929, + "Alanine_Aminotransferase_Level": 17.38788135, + "Aspartate_Aminotransferase_Level": 16.82815509, + "Creatinine_Level": 1.385653454, + "LDH_Level": 204.9359091, + "Calcium_Level": 8.189706265, + "Phosphorus_Level": 4.303462579, + "Glucose_Level": 89.02617178, + "Potassium_Level": 3.934043298, + "Sodium_Level": 137.8349834, + "Smoking_Pack_Years": 23.64174539 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.65077631, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.64160698, + "White_Blood_Cell_Count": 5.055613057, + "Platelet_Count": 406.7023608, + "Albumin_Level": 4.799447108, + "Alkaline_Phosphatase_Level": 107.8030797, + "Alanine_Aminotransferase_Level": 14.3378599, + "Aspartate_Aminotransferase_Level": 12.30965001, + "Creatinine_Level": 0.55318146, + "LDH_Level": 144.0934977, + "Calcium_Level": 9.386973775, + "Phosphorus_Level": 3.525415205, + "Glucose_Level": 84.78164058, + "Potassium_Level": 4.717578214, + "Sodium_Level": 144.4921431, + "Smoking_Pack_Years": 24.60762241 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.58929299, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.64388474, + "White_Blood_Cell_Count": 7.325663901, + "Platelet_Count": 235.6558908, + "Albumin_Level": 3.928696311, + "Alkaline_Phosphatase_Level": 119.5255885, + "Alanine_Aminotransferase_Level": 20.0544137, + "Aspartate_Aminotransferase_Level": 44.37352598, + "Creatinine_Level": 1.118705934, + "LDH_Level": 142.6252905, + "Calcium_Level": 8.099585693, + "Phosphorus_Level": 4.63284085, + "Glucose_Level": 74.58615073, + "Potassium_Level": 4.737313456, + "Sodium_Level": 138.8064204, + "Smoking_Pack_Years": 31.89075743 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.07232171, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.05648917, + "White_Blood_Cell_Count": 4.223518702, + "Platelet_Count": 241.7760475, + "Albumin_Level": 4.972554562, + "Alkaline_Phosphatase_Level": 58.57245083, + "Alanine_Aminotransferase_Level": 29.68075951, + "Aspartate_Aminotransferase_Level": 32.93478872, + "Creatinine_Level": 1.352634561, + "LDH_Level": 139.8480317, + "Calcium_Level": 8.732908176, + "Phosphorus_Level": 4.652823655, + "Glucose_Level": 130.9874662, + "Potassium_Level": 4.378996857, + "Sodium_Level": 141.906938, + "Smoking_Pack_Years": 82.88574952 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.46163206, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.36670775, + "White_Blood_Cell_Count": 8.92195984, + "Platelet_Count": 233.1717486, + "Albumin_Level": 3.096226394, + "Alkaline_Phosphatase_Level": 89.65638212, + "Alanine_Aminotransferase_Level": 25.01276815, + "Aspartate_Aminotransferase_Level": 43.50441524, + "Creatinine_Level": 0.869177796, + "LDH_Level": 186.5982031, + "Calcium_Level": 10.37668586, + "Phosphorus_Level": 2.918503423, + "Glucose_Level": 106.439884, + "Potassium_Level": 3.90425783, + "Sodium_Level": 140.218884, + "Smoking_Pack_Years": 88.76535745 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.61364206, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.56216101, + "White_Blood_Cell_Count": 5.148655944, + "Platelet_Count": 259.491932, + "Albumin_Level": 4.375099448, + "Alkaline_Phosphatase_Level": 78.83354077, + "Alanine_Aminotransferase_Level": 27.05613931, + "Aspartate_Aminotransferase_Level": 12.8667155, + "Creatinine_Level": 1.332344289, + "LDH_Level": 121.6017917, + "Calcium_Level": 9.446258602, + "Phosphorus_Level": 3.281220908, + "Glucose_Level": 72.16212817, + "Potassium_Level": 4.841080749, + "Sodium_Level": 142.3064128, + "Smoking_Pack_Years": 68.95078654 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.96173228, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.07059847, + "White_Blood_Cell_Count": 4.242839515, + "Platelet_Count": 320.574573, + "Albumin_Level": 4.75256963, + "Alkaline_Phosphatase_Level": 60.30484228, + "Alanine_Aminotransferase_Level": 18.25023376, + "Aspartate_Aminotransferase_Level": 16.18404449, + "Creatinine_Level": 0.828675732, + "LDH_Level": 148.1428257, + "Calcium_Level": 9.438779709, + "Phosphorus_Level": 4.208287425, + "Glucose_Level": 103.5838417, + "Potassium_Level": 3.734533863, + "Sodium_Level": 142.3354795, + "Smoking_Pack_Years": 12.33215356 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.58888276, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.22256032, + "White_Blood_Cell_Count": 7.215041719, + "Platelet_Count": 220.6936344, + "Albumin_Level": 3.764402113, + "Alkaline_Phosphatase_Level": 71.97792947, + "Alanine_Aminotransferase_Level": 39.63821151, + "Aspartate_Aminotransferase_Level": 35.5660914, + "Creatinine_Level": 0.522349844, + "LDH_Level": 220.5214507, + "Calcium_Level": 9.636271224, + "Phosphorus_Level": 3.499576221, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 19.36904905, + "Aspartate_Aminotransferase_Level": 31.37926074, + "Creatinine_Level": 1.031758962, + "LDH_Level": 158.9220068, + "Calcium_Level": 8.956883836, + "Phosphorus_Level": 2.745632596, + "Glucose_Level": 100.7295372, + "Potassium_Level": 3.589015753, + "Sodium_Level": 144.4518283, + "Smoking_Pack_Years": 81.12961608 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.91674067, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.98207857, + "White_Blood_Cell_Count": 7.506824563, + "Platelet_Count": 421.1917727, + "Albumin_Level": 4.258792094, + "Alkaline_Phosphatase_Level": 106.1821948, + "Alanine_Aminotransferase_Level": 18.94185087, + "Aspartate_Aminotransferase_Level": 19.2508241, + "Creatinine_Level": 1.102529036, + "LDH_Level": 244.85968, + "Calcium_Level": 10.20238525, + "Phosphorus_Level": 4.480154223, + "Glucose_Level": 71.77343659, + "Potassium_Level": 4.323882798, + "Sodium_Level": 139.5128823, + "Smoking_Pack_Years": 60.75707368 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.92175571, + "Tumor_Location": 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"Glucose_Level": 115.922203, + "Potassium_Level": 4.752458509, + "Sodium_Level": 138.2505233, + "Smoking_Pack_Years": 6.930814482 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.34992411, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.37767071, + "White_Blood_Cell_Count": 8.366659919, + "Platelet_Count": 372.1419638, + "Albumin_Level": 3.143377273, + "Alkaline_Phosphatase_Level": 104.4475917, + "Alanine_Aminotransferase_Level": 35.20124254, + "Aspartate_Aminotransferase_Level": 38.86016176, + "Creatinine_Level": 0.901797246, + "LDH_Level": 151.7956493, + "Calcium_Level": 10.03470364, + "Phosphorus_Level": 3.696308185, + "Glucose_Level": 86.66460166, + "Potassium_Level": 3.657203101, + "Sodium_Level": 136.8602944, + "Smoking_Pack_Years": 55.7028822 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.39589017, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.41045233, + "White_Blood_Cell_Count": 4.231108042, + "Platelet_Count": 272.2808381, + "Albumin_Level": 4.584876953, + "Alkaline_Phosphatase_Level": 95.7470993, + "Alanine_Aminotransferase_Level": 8.762744733, + "Aspartate_Aminotransferase_Level": 21.26484917, + "Creatinine_Level": 1.122712305, + "LDH_Level": 233.9647103, + "Calcium_Level": 9.505634974, + "Phosphorus_Level": 4.082453217, + "Glucose_Level": 140.2949951, + "Potassium_Level": 4.951288634, + "Sodium_Level": 135.905012, + "Smoking_Pack_Years": 86.26582775 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.21477835, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.58317853, + "White_Blood_Cell_Count": 4.480898432, + "Platelet_Count": 188.4842373, + "Albumin_Level": 3.463697438, + "Alkaline_Phosphatase_Level": 115.0258305, + "Alanine_Aminotransferase_Level": 17.06504336, + "Aspartate_Aminotransferase_Level": 22.53573608, + "Creatinine_Level": 1.269645107, + "LDH_Level": 146.712267, + 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"Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.64325014, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.02903146, + "White_Blood_Cell_Count": 7.289088655, + "Platelet_Count": 164.5354589, + "Albumin_Level": 3.405901362, + "Alkaline_Phosphatase_Level": 57.40564086, + "Alanine_Aminotransferase_Level": 34.582723, + "Aspartate_Aminotransferase_Level": 10.97379564, + "Creatinine_Level": 1.49135707, + "LDH_Level": 179.9858213, + "Calcium_Level": 9.420671365, + "Phosphorus_Level": 3.624438742, + "Glucose_Level": 73.13928892, + "Potassium_Level": 3.526985474, + "Sodium_Level": 140.0483959, + "Smoking_Pack_Years": 91.23047863 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.63055732, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.49930106, + "White_Blood_Cell_Count": 3.847678284, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.17865275, + "White_Blood_Cell_Count": 6.463754128, + "Platelet_Count": 345.8476736, + "Albumin_Level": 3.971399959, + "Alkaline_Phosphatase_Level": 52.5952463, + "Alanine_Aminotransferase_Level": 30.81575958, + "Aspartate_Aminotransferase_Level": 31.45363836, + "Creatinine_Level": 0.882202313, + "LDH_Level": 120.1884263, + "Calcium_Level": 8.578664211, + "Phosphorus_Level": 3.99931251, + "Glucose_Level": 119.5682623, + "Potassium_Level": 4.340123084, + "Sodium_Level": 141.4071653, + "Smoking_Pack_Years": 82.05969514 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.91747035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", 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"Creatinine_Level": 0.573369253, + "LDH_Level": 171.7881475, + "Calcium_Level": 8.545586484, + "Phosphorus_Level": 3.335449009, + "Glucose_Level": 109.4303451, + "Potassium_Level": 3.873618547, + "Sodium_Level": 143.9218988, + "Smoking_Pack_Years": 29.04895446 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.49337075, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.39061026, + "White_Blood_Cell_Count": 6.676458968, + "Platelet_Count": 267.4411307, + "Albumin_Level": 3.546454496, + "Alkaline_Phosphatase_Level": 49.29888363, + "Alanine_Aminotransferase_Level": 21.03753378, + "Aspartate_Aminotransferase_Level": 29.76130515, + "Creatinine_Level": 0.869069926, + "LDH_Level": 213.7705904, + "Calcium_Level": 10.05376443, + "Phosphorus_Level": 3.580232785, + "Glucose_Level": 71.41517802, + "Potassium_Level": 4.853844396, + "Sodium_Level": 143.6533008, + "Smoking_Pack_Years": 99.49105737 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.12932151, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.92301284, + "White_Blood_Cell_Count": 5.0690715, + "Platelet_Count": 293.5874919, + "Albumin_Level": 4.280361797, + "Alkaline_Phosphatase_Level": 86.01111287, + "Alanine_Aminotransferase_Level": 12.23830325, + "Aspartate_Aminotransferase_Level": 46.15770422, + "Creatinine_Level": 1.444735623, + "LDH_Level": 121.0001711, + "Calcium_Level": 8.676387764, + "Phosphorus_Level": 4.988611044, + "Glucose_Level": 137.3123536, + "Potassium_Level": 3.861447718, + "Sodium_Level": 139.896, + "Smoking_Pack_Years": 16.95944203 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.1443481, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.81349803, + "White_Blood_Cell_Count": 6.076040172, + "Platelet_Count": 324.4515726, + "Albumin_Level": 4.889017146, + "Alkaline_Phosphatase_Level": 75.89735711, + "Alanine_Aminotransferase_Level": 24.48960274, + "Aspartate_Aminotransferase_Level": 39.80531981, + "Creatinine_Level": 1.074645793, + "LDH_Level": 135.7502402, + "Calcium_Level": 9.577863938, + "Phosphorus_Level": 4.467852029, + "Glucose_Level": 90.24470094, + "Potassium_Level": 4.678436593, + "Sodium_Level": 144.3997156, + "Smoking_Pack_Years": 5.447318822 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.43988215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.63927929, + "White_Blood_Cell_Count": 6.19886062, + "Platelet_Count": 421.1916868, + "Albumin_Level": 3.598516355, + "Alkaline_Phosphatase_Level": 118.2779502, + "Alanine_Aminotransferase_Level": 38.94756284, + "Aspartate_Aminotransferase_Level": 34.38028998, + "Creatinine_Level": 0.789991507, + "LDH_Level": 168.4009236, + "Calcium_Level": 9.911722816, + "Phosphorus_Level": 3.439729596, + "Glucose_Level": 133.7818145, + "Potassium_Level": 4.054754532, + "Sodium_Level": 137.7571657, + "Smoking_Pack_Years": 69.4517141 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.50817962, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.81725444, + "White_Blood_Cell_Count": 5.260762324, + "Platelet_Count": 434.2819899, + "Albumin_Level": 4.030254277, + "Alkaline_Phosphatase_Level": 59.19382105, + "Alanine_Aminotransferase_Level": 13.17388971, + "Aspartate_Aminotransferase_Level": 20.82635401, + "Creatinine_Level": 1.03487439, + "LDH_Level": 187.0946007, + "Calcium_Level": 10.43305439, + "Phosphorus_Level": 4.738705938, + "Glucose_Level": 84.9667996, + "Potassium_Level": 3.636023023, + "Sodium_Level": 136.4852772, + "Smoking_Pack_Years": 28.41148081 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.61737504, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.66504781, + "White_Blood_Cell_Count": 8.262680009, + "Platelet_Count": 339.6025585, + "Albumin_Level": 3.405603781, + "Alkaline_Phosphatase_Level": 43.82567836, + "Alanine_Aminotransferase_Level": 26.35776626, + "Aspartate_Aminotransferase_Level": 18.43590749, + "Creatinine_Level": 1.315882555, + "LDH_Level": 116.8114496, + "Calcium_Level": 9.111440506, + "Phosphorus_Level": 3.351016754, + "Glucose_Level": 128.0871277, + "Potassium_Level": 4.535458814, + "Sodium_Level": 140.6036404, + "Smoking_Pack_Years": 75.0560568 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.33020834, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.42344026, + "White_Blood_Cell_Count": 7.469555109, + "Platelet_Count": 194.8691386, + "Albumin_Level": 4.997972443, + "Alkaline_Phosphatase_Level": 44.38262099, + "Alanine_Aminotransferase_Level": 10.23727853, + "Aspartate_Aminotransferase_Level": 25.33073263, + "Creatinine_Level": 1.219461177, + "LDH_Level": 118.0878163, + "Calcium_Level": 9.850980844, + "Phosphorus_Level": 2.870696538, + "Glucose_Level": 119.240384, + "Potassium_Level": 3.83782135, + "Sodium_Level": 137.3762772, + "Smoking_Pack_Years": 24.79540054 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.06081931, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.50571355, + "White_Blood_Cell_Count": 3.814995556, + "Platelet_Count": 316.9566424, + "Albumin_Level": 3.500413509, + "Alkaline_Phosphatase_Level": 91.27844314, + "Alanine_Aminotransferase_Level": 39.66983916, + "Aspartate_Aminotransferase_Level": 17.3416193, + "Creatinine_Level": 1.106531823, + "LDH_Level": 184.5084701, + "Calcium_Level": 10.4048922, + "Phosphorus_Level": 3.894809376, + "Glucose_Level": 113.5313128, + "Potassium_Level": 4.246268474, + "Sodium_Level": 138.118289, + "Smoking_Pack_Years": 41.45404761 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.62844864, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.71790237, + "White_Blood_Cell_Count": 7.054800094, + "Platelet_Count": 231.1711093, + "Albumin_Level": 3.10458507, + "Alkaline_Phosphatase_Level": 70.1801697, + "Alanine_Aminotransferase_Level": 33.29542885, + "Aspartate_Aminotransferase_Level": 17.22194628, + "Creatinine_Level": 1.282315794, + "LDH_Level": 206.2477603, + "Calcium_Level": 9.153900424, + "Phosphorus_Level": 4.82344316, + "Glucose_Level": 100.8379045, + "Potassium_Level": 4.224341836, + "Sodium_Level": 138.4618348, + "Smoking_Pack_Years": 22.33361669 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.55049585, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 12.52469116, + "Aspartate_Aminotransferase_Level": 33.18124145, + "Creatinine_Level": 1.489214563, + "LDH_Level": 180.3192366, + "Calcium_Level": 9.366901164, + "Phosphorus_Level": 2.574061904, + "Glucose_Level": 105.0314355, + "Potassium_Level": 4.48740037, + "Sodium_Level": 139.4485694, + "Smoking_Pack_Years": 17.14059677 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.75077365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.48863185, + "White_Blood_Cell_Count": 8.082378242, + "Platelet_Count": 292.5086278, + "Albumin_Level": 4.658791956, + "Alkaline_Phosphatase_Level": 110.9343447, + "Alanine_Aminotransferase_Level": 37.72957827, + "Aspartate_Aminotransferase_Level": 15.45020051, + "Creatinine_Level": 1.001889187, + "LDH_Level": 235.7714904, + "Calcium_Level": 9.233687134, + "Phosphorus_Level": 3.210164007, + "Glucose_Level": 78.99077079, + "Potassium_Level": 4.489326, + "Sodium_Level": 135.5106357, + "Smoking_Pack_Years": 52.96623633 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.63104043, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.74007128, + "White_Blood_Cell_Count": 9.611599057, + "Platelet_Count": 284.5929043, + "Albumin_Level": 3.467969842, + "Alkaline_Phosphatase_Level": 30.52107919, + "Alanine_Aminotransferase_Level": 6.670659929, + "Aspartate_Aminotransferase_Level": 32.56411137, + "Creatinine_Level": 1.224334065, + "LDH_Level": 130.5613001, + "Calcium_Level": 10.47675535, + "Phosphorus_Level": 3.543028649, + "Glucose_Level": 76.68095298, + "Potassium_Level": 3.88304096, + "Sodium_Level": 137.9408635, + "Smoking_Pack_Years": 92.63211004 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.40295189, + "Tumor_Location": 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77.26184484, + "Potassium_Level": 3.738797822, + "Sodium_Level": 140.2876305, + "Smoking_Pack_Years": 56.99329643 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.74224318, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.96493747, + "White_Blood_Cell_Count": 7.074610629, + "Platelet_Count": 429.62956, + "Albumin_Level": 3.028292444, + "Alkaline_Phosphatase_Level": 62.72591076, + "Alanine_Aminotransferase_Level": 39.3349502, + "Aspartate_Aminotransferase_Level": 35.34378736, + "Creatinine_Level": 0.8285137, + "LDH_Level": 244.9316618, + "Calcium_Level": 10.14762651, + "Phosphorus_Level": 3.541489133, + "Glucose_Level": 148.7751577, + "Potassium_Level": 4.60975191, + "Sodium_Level": 142.9496929, + "Smoking_Pack_Years": 54.48065671 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.58463906, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.35212252, + "White_Blood_Cell_Count": 4.720928866, + "Platelet_Count": 340.0369709, + "Albumin_Level": 3.539649686, + "Alkaline_Phosphatase_Level": 108.7214557, + "Alanine_Aminotransferase_Level": 32.10919801, + "Aspartate_Aminotransferase_Level": 21.90407813, + "Creatinine_Level": 0.953712571, + "LDH_Level": 116.353575, + "Calcium_Level": 8.81080743, + "Phosphorus_Level": 3.367209785, + "Glucose_Level": 79.84185997, + "Potassium_Level": 4.438978582, + "Sodium_Level": 136.1407857, + "Smoking_Pack_Years": 85.12413726 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.18741679, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.02734057, + "White_Blood_Cell_Count": 9.064483205, + "Platelet_Count": 194.0056941, + "Albumin_Level": 3.899176366, + "Alkaline_Phosphatase_Level": 115.2376332, + "Alanine_Aminotransferase_Level": 27.30818326, + "Aspartate_Aminotransferase_Level": 35.1211249, + "Creatinine_Level": 1.031813704, + "LDH_Level": 202.5541278, + "Calcium_Level": 9.414981715, + "Phosphorus_Level": 4.566063696, + "Glucose_Level": 74.56028218, + "Potassium_Level": 4.723235919, + "Sodium_Level": 140.9796137, + "Smoking_Pack_Years": 85.47416495 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.49268259, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.868701, + "White_Blood_Cell_Count": 7.256569767, + "Platelet_Count": 287.2865374, + "Albumin_Level": 4.165593823, + "Alkaline_Phosphatase_Level": 117.0990052, + "Alanine_Aminotransferase_Level": 37.06302528, + "Aspartate_Aminotransferase_Level": 22.25909729, + "Creatinine_Level": 1.197143481, + "LDH_Level": 231.6077393, + "Calcium_Level": 9.40933353, + "Phosphorus_Level": 3.630984474, + "Glucose_Level": 93.83747724, + "Potassium_Level": 4.753258679, + "Sodium_Level": 142.823259, + "Smoking_Pack_Years": 90.50654377 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.66257982, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.72774144, + "White_Blood_Cell_Count": 6.113460811, + "Platelet_Count": 302.0563307, + "Albumin_Level": 3.026631043, + "Alkaline_Phosphatase_Level": 84.95822468, + "Alanine_Aminotransferase_Level": 30.78016061, + "Aspartate_Aminotransferase_Level": 48.01859902, + "Creatinine_Level": 1.245939521, + "LDH_Level": 238.9181097, + "Calcium_Level": 8.200873222, + "Phosphorus_Level": 4.587930853, + "Glucose_Level": 94.73618845, + "Potassium_Level": 3.826694901, + "Sodium_Level": 136.8997751, + "Smoking_Pack_Years": 23.45795671 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.1772683, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.47778001, + "White_Blood_Cell_Count": 9.147016865, + "Platelet_Count": 423.1382037, + "Albumin_Level": 3.174201741, + "Alkaline_Phosphatase_Level": 119.1624991, + "Alanine_Aminotransferase_Level": 10.38304915, + "Aspartate_Aminotransferase_Level": 48.63040234, + "Creatinine_Level": 0.531887089, + "LDH_Level": 206.4260971, + "Calcium_Level": 9.813766564, + "Phosphorus_Level": 4.405925983, + "Glucose_Level": 134.8544494, + "Potassium_Level": 4.596457159, + "Sodium_Level": 140.6004943, + "Smoking_Pack_Years": 14.04618189 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.87232024, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.6277902, + "White_Blood_Cell_Count": 8.605444652, + "Platelet_Count": 314.2984285, + "Albumin_Level": 4.783495975, + "Alkaline_Phosphatase_Level": 101.6045343, + "Alanine_Aminotransferase_Level": 19.03840404, + "Aspartate_Aminotransferase_Level": 16.22650532, + "Creatinine_Level": 0.921100503, + "LDH_Level": 127.2439365, + "Calcium_Level": 8.655800015, + "Phosphorus_Level": 3.675922476, + "Glucose_Level": 95.28584623, + "Potassium_Level": 4.720243334, + "Sodium_Level": 137.8992246, + "Smoking_Pack_Years": 8.870483549 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.22645102, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.9008511, + "White_Blood_Cell_Count": 4.574528674, + "Platelet_Count": 166.7168488, + "Albumin_Level": 4.761100159, + "Alkaline_Phosphatase_Level": 41.01346291, + "Alanine_Aminotransferase_Level": 7.664962147, + "Aspartate_Aminotransferase_Level": 15.05897314, + "Creatinine_Level": 0.847192614, + "LDH_Level": 200.7930822, + "Calcium_Level": 8.76761142, + "Phosphorus_Level": 2.756981372, + "Glucose_Level": 80.31883028, + "Potassium_Level": 3.971480255, + "Sodium_Level": 144.7239724, + "Smoking_Pack_Years": 64.64760741 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.16608695, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.64373302, + "White_Blood_Cell_Count": 7.493080714, + "Platelet_Count": 315.2990094, + "Albumin_Level": 3.758291997, + "Alkaline_Phosphatase_Level": 39.90865218, + "Alanine_Aminotransferase_Level": 23.30253146, + "Aspartate_Aminotransferase_Level": 13.69919783, + "Creatinine_Level": 0.546173389, + "LDH_Level": 131.3286773, + "Calcium_Level": 9.747744137, + "Phosphorus_Level": 4.140765375, + "Glucose_Level": 91.73575147, + "Potassium_Level": 4.371575213, + "Sodium_Level": 137.3382287, + "Smoking_Pack_Years": 24.66153218 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.01189404, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.76258979, + "White_Blood_Cell_Count": 9.725036854, + "Platelet_Count": 371.0134017, + "Albumin_Level": 3.525072087, + "Alkaline_Phosphatase_Level": 82.33477927, + "Alanine_Aminotransferase_Level": 9.071469086, + "Aspartate_Aminotransferase_Level": 11.95478223, + "Creatinine_Level": 0.959175048, + "LDH_Level": 181.0101131, + "Calcium_Level": 8.892485507, + "Phosphorus_Level": 4.036571023, + "Glucose_Level": 114.7642518, + "Potassium_Level": 4.138688862, + "Sodium_Level": 144.4143811, + "Smoking_Pack_Years": 51.58035952 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.97684821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.60687065, + "White_Blood_Cell_Count": 6.651340577, + "Platelet_Count": 421.9352824, + "Albumin_Level": 4.072658022, + "Alkaline_Phosphatase_Level": 66.67161813, + "Alanine_Aminotransferase_Level": 22.88339244, + "Aspartate_Aminotransferase_Level": 10.03637959, + "Creatinine_Level": 0.820131819, + "LDH_Level": 186.1394316, + "Calcium_Level": 9.730202355, + "Phosphorus_Level": 3.640003106, + "Glucose_Level": 131.9579236, + "Potassium_Level": 4.353876452, + "Sodium_Level": 138.189469, + "Smoking_Pack_Years": 70.86578564 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 96.55923549, + "Alanine_Aminotransferase_Level": 38.93816628, + "Aspartate_Aminotransferase_Level": 34.40899993, + "Creatinine_Level": 0.814765908, + "LDH_Level": 198.1977083, + "Calcium_Level": 10.48226002, + "Phosphorus_Level": 2.799424432, + "Glucose_Level": 94.82071396, + "Potassium_Level": 4.272648871, + "Sodium_Level": 141.9339232, + "Smoking_Pack_Years": 14.74110817 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.07428317, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.93904493, + "White_Blood_Cell_Count": 9.761089373, + "Platelet_Count": 335.4557917, + "Albumin_Level": 4.670269715, + "Alkaline_Phosphatase_Level": 32.8227462, + "Alanine_Aminotransferase_Level": 16.67556191, + "Aspartate_Aminotransferase_Level": 34.50011333, + "Creatinine_Level": 1.045897808, + "LDH_Level": 158.3525519, + "Calcium_Level": 8.145087515, + "Phosphorus_Level": 2.961529143, + "Glucose_Level": 135.2536638, + "Potassium_Level": 4.483109722, + "Sodium_Level": 135.413586, + "Smoking_Pack_Years": 83.09007786 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.9990886, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.72127748, + "White_Blood_Cell_Count": 4.247408295, + "Platelet_Count": 382.9549279, + "Albumin_Level": 4.045789601, + "Alkaline_Phosphatase_Level": 68.7450454, + "Alanine_Aminotransferase_Level": 34.07873725, + "Aspartate_Aminotransferase_Level": 14.64432239, + "Creatinine_Level": 0.926876734, + "LDH_Level": 180.010299, + "Calcium_Level": 9.785956179, + "Phosphorus_Level": 4.608956699, + "Glucose_Level": 119.0701098, + "Potassium_Level": 4.162110057, + "Sodium_Level": 138.8626463, + "Smoking_Pack_Years": 1.176988487 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.06187017, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.31281742, + "White_Blood_Cell_Count": 4.81002378, + "Platelet_Count": 198.6292165, + "Albumin_Level": 3.896653408, + "Alkaline_Phosphatase_Level": 60.70827161, + "Alanine_Aminotransferase_Level": 15.32442938, + "Aspartate_Aminotransferase_Level": 29.43159971, + "Creatinine_Level": 1.136528336, + "LDH_Level": 167.4157997, + "Calcium_Level": 8.093506393, + "Phosphorus_Level": 4.371369252, + "Glucose_Level": 103.3774243, + "Potassium_Level": 4.489987337, + "Sodium_Level": 136.6355682, + "Smoking_Pack_Years": 98.59135514 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.07266977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.99168539, + "White_Blood_Cell_Count": 5.810213228, + "Platelet_Count": 315.1606738, + "Albumin_Level": 4.773230826, + "Alkaline_Phosphatase_Level": 104.4321772, + "Alanine_Aminotransferase_Level": 8.758368324, + "Aspartate_Aminotransferase_Level": 21.91258876, + "Creatinine_Level": 1.392952541, + "LDH_Level": 138.1676594, + "Calcium_Level": 8.604921124, + "Phosphorus_Level": 4.056154847, + "Glucose_Level": 139.8080146, + "Potassium_Level": 3.669991365, + "Sodium_Level": 139.397429, + "Smoking_Pack_Years": 37.46041182 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 10.06928158, + "Phosphorus_Level": 3.207114727, + "Glucose_Level": 70.0998944, + "Potassium_Level": 4.608474132, + "Sodium_Level": 136.8527306, + "Smoking_Pack_Years": 57.39614922 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.4269018, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.04271705, + "White_Blood_Cell_Count": 5.040921178, + "Platelet_Count": 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"No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.73232855, + "White_Blood_Cell_Count": 9.040211954, + "Platelet_Count": 245.8866251, + "Albumin_Level": 3.241459737, + "Alkaline_Phosphatase_Level": 50.94489987, + "Alanine_Aminotransferase_Level": 11.07801393, + "Aspartate_Aminotransferase_Level": 43.84002584, + "Creatinine_Level": 1.431233219, + "LDH_Level": 224.2240538, + "Calcium_Level": 9.759937681, + "Phosphorus_Level": 3.416962773, + "Glucose_Level": 99.81832238, + "Potassium_Level": 4.982711046, + "Sodium_Level": 139.3275107, + "Smoking_Pack_Years": 81.17658321 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.25461445, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.71216717, + "White_Blood_Cell_Count": 7.958028677, + "Platelet_Count": 419.6903379, + "Albumin_Level": 4.421561862, + "Alkaline_Phosphatase_Level": 83.81851729, + "Alanine_Aminotransferase_Level": 29.81911028, + "Aspartate_Aminotransferase_Level": 33.22366065, + "Creatinine_Level": 0.728800242, + "LDH_Level": 239.7789449, + "Calcium_Level": 9.045848442, + "Phosphorus_Level": 2.53056327, + "Glucose_Level": 86.00264129, + "Potassium_Level": 3.880480834, + "Sodium_Level": 144.3946458, + "Smoking_Pack_Years": 16.88260901 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.83008574, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.03056587, + "White_Blood_Cell_Count": 9.70946542, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.14181231, + "White_Blood_Cell_Count": 7.075457215, + "Platelet_Count": 421.4784211, + "Albumin_Level": 4.08134971, + "Alkaline_Phosphatase_Level": 116.7020957, + "Alanine_Aminotransferase_Level": 11.78013258, + "Aspartate_Aminotransferase_Level": 13.8422345, + "Creatinine_Level": 1.472259301, + "LDH_Level": 234.3059525, + "Calcium_Level": 10.23325656, + "Phosphorus_Level": 3.02698101, + "Glucose_Level": 80.3033662, + "Potassium_Level": 4.524850247, + "Sodium_Level": 138.4515162, + "Smoking_Pack_Years": 9.954700271 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.8233174, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.95256162, + "White_Blood_Cell_Count": 4.943739433, + "Platelet_Count": 315.8620837, + "Albumin_Level": 3.002708395, + "Alkaline_Phosphatase_Level": 50.60848516, + "Alanine_Aminotransferase_Level": 9.537899224, + "Aspartate_Aminotransferase_Level": 43.17617072, + "Creatinine_Level": 0.621845446, + "LDH_Level": 205.0249682, + "Calcium_Level": 9.766994163, + "Phosphorus_Level": 3.802169467, + "Glucose_Level": 141.0056837, + "Potassium_Level": 4.576695419, + "Sodium_Level": 140.547407, + "Smoking_Pack_Years": 42.58488794 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.96480483, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.88118155, + "White_Blood_Cell_Count": 4.058230879, + "Platelet_Count": 444.218295, + "Albumin_Level": 4.196889816, + "Alkaline_Phosphatase_Level": 74.63609581, + "Alanine_Aminotransferase_Level": 22.87214536, + "Aspartate_Aminotransferase_Level": 30.16581193, + "Creatinine_Level": 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"White_Blood_Cell_Count": 9.517717686, + "Platelet_Count": 211.7223303, + "Albumin_Level": 3.29999288, + "Alkaline_Phosphatase_Level": 70.9649464, + "Alanine_Aminotransferase_Level": 30.04589147, + "Aspartate_Aminotransferase_Level": 45.58032893, + "Creatinine_Level": 1.179185251, + "LDH_Level": 107.2962932, + "Calcium_Level": 8.996961592, + "Phosphorus_Level": 4.392578497, + "Glucose_Level": 81.06446454, + "Potassium_Level": 4.944086037, + "Sodium_Level": 139.9543764, + "Smoking_Pack_Years": 52.24098498 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.20717069, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.67039602, + "White_Blood_Cell_Count": 6.277933753, + "Platelet_Count": 280.2938895, + "Albumin_Level": 3.441075595, + "Alkaline_Phosphatase_Level": 79.41218091, + "Alanine_Aminotransferase_Level": 26.84144953, + "Aspartate_Aminotransferase_Level": 10.17306759, + "Creatinine_Level": 0.818523364, + "LDH_Level": 196.8833388, + "Calcium_Level": 8.859855741, + "Phosphorus_Level": 3.424932045, + "Glucose_Level": 132.7243262, + "Potassium_Level": 3.737768732, + "Sodium_Level": 142.4645363, + "Smoking_Pack_Years": 98.12110103 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.19078507, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.97712378, + "White_Blood_Cell_Count": 4.257818877, + "Platelet_Count": 193.067366, + "Albumin_Level": 4.745016401, + "Alkaline_Phosphatase_Level": 54.1083315, + "Alanine_Aminotransferase_Level": 15.23296376, + "Aspartate_Aminotransferase_Level": 27.7021897, + "Creatinine_Level": 0.684098519, + "LDH_Level": 238.2576186, + "Calcium_Level": 8.174708535, + "Phosphorus_Level": 3.453623879, + "Glucose_Level": 128.3274049, + "Potassium_Level": 3.955535893, + "Sodium_Level": 140.3798804, + "Smoking_Pack_Years": 30.89584998 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.73063157, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.70830965, + "White_Blood_Cell_Count": 7.56516169, + "Platelet_Count": 213.0936844, + "Albumin_Level": 4.121793104, + "Alkaline_Phosphatase_Level": 44.37222009, + "Alanine_Aminotransferase_Level": 36.11236208, + "Aspartate_Aminotransferase_Level": 44.3279165, + "Creatinine_Level": 1.191160518, + "LDH_Level": 172.7723162, + "Calcium_Level": 9.882289366, + "Phosphorus_Level": 4.352669311, + "Glucose_Level": 128.3575587, + "Potassium_Level": 3.536305458, + "Sodium_Level": 136.5032981, + "Smoking_Pack_Years": 84.9610434 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.08545328, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.94051474, + "White_Blood_Cell_Count": 3.62461014, + "Platelet_Count": 263.4782803, + "Albumin_Level": 4.869594573, + "Alkaline_Phosphatase_Level": 84.05680498, + "Alanine_Aminotransferase_Level": 18.3312135, + "Aspartate_Aminotransferase_Level": 13.70003766, + "Creatinine_Level": 1.122109411, + "LDH_Level": 135.5070282, + "Calcium_Level": 9.248492688, + "Phosphorus_Level": 3.99895583, + "Glucose_Level": 139.3558067, + "Potassium_Level": 3.605548441, + "Sodium_Level": 138.6648607, + "Smoking_Pack_Years": 76.37668247 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.15011397, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.05154174, + "White_Blood_Cell_Count": 8.077841141, + "Platelet_Count": 174.2019591, + "Albumin_Level": 4.135957849, + "Alkaline_Phosphatase_Level": 46.33662078, + "Alanine_Aminotransferase_Level": 29.43901836, + "Aspartate_Aminotransferase_Level": 43.15298552, + "Creatinine_Level": 1.396294628, + "LDH_Level": 170.0926225, + "Calcium_Level": 10.21808466, + "Phosphorus_Level": 3.148267359, + "Glucose_Level": 103.3483509, + "Potassium_Level": 4.517940171, + "Sodium_Level": 137.3581305, + "Smoking_Pack_Years": 48.32922359 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.26688729, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.46033078, + "White_Blood_Cell_Count": 7.529395159, + "Platelet_Count": 322.3462929, + "Albumin_Level": 3.967461695, + "Alkaline_Phosphatase_Level": 64.13340452, + "Alanine_Aminotransferase_Level": 33.02236786, + "Aspartate_Aminotransferase_Level": 29.77394299, + "Creatinine_Level": 0.895066782, + "LDH_Level": 186.7633514, + "Calcium_Level": 10.44343091, + "Phosphorus_Level": 3.164899586, + "Glucose_Level": 93.12500248, + "Potassium_Level": 4.266213382, + "Sodium_Level": 135.2843093, + "Smoking_Pack_Years": 52.01929982 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.64404013, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.42731598, + "White_Blood_Cell_Count": 6.615932248, + "Platelet_Count": 157.3065023, + "Albumin_Level": 4.02306048, + "Alkaline_Phosphatase_Level": 83.25645796, + "Alanine_Aminotransferase_Level": 7.683057062, + "Aspartate_Aminotransferase_Level": 29.41096604, + "Creatinine_Level": 0.533279888, + "LDH_Level": 231.4718697, + "Calcium_Level": 8.690872814, + "Phosphorus_Level": 3.829202884, + "Glucose_Level": 128.7752649, + "Potassium_Level": 4.038431919, + "Sodium_Level": 142.7424888, + "Smoking_Pack_Years": 90.4343362 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.59505664, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + 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"No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.47281827, + "White_Blood_Cell_Count": 4.381277501, + "Platelet_Count": 348.92123, + "Albumin_Level": 3.912898938, + "Alkaline_Phosphatase_Level": 101.8574047, + "Alanine_Aminotransferase_Level": 30.1683901, + "Aspartate_Aminotransferase_Level": 47.3202259, + "Creatinine_Level": 0.736672044, + "LDH_Level": 170.9582541, + "Calcium_Level": 8.825030444, + "Phosphorus_Level": 4.375828475, + "Glucose_Level": 100.7698617, + "Potassium_Level": 4.144022354, + "Sodium_Level": 142.586659, + "Smoking_Pack_Years": 52.88500636 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.72640215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.12957533, + "White_Blood_Cell_Count": 9.721819707, + "Platelet_Count": 158.2140176, + "Albumin_Level": 4.773384939, + "Alkaline_Phosphatase_Level": 31.17749809, + "Alanine_Aminotransferase_Level": 13.74296079, + "Aspartate_Aminotransferase_Level": 28.72527539, + "Creatinine_Level": 0.950365123, + "LDH_Level": 121.028382, + "Calcium_Level": 8.069223209, + "Phosphorus_Level": 3.362893591, + "Glucose_Level": 144.3381915, + "Potassium_Level": 4.998265804, + "Sodium_Level": 144.7335532, + "Smoking_Pack_Years": 41.46445283 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.27137534, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.0031437, + "White_Blood_Cell_Count": 3.841537233, + "Platelet_Count": 360.9842531, + "Albumin_Level": 4.926342309, + "Alkaline_Phosphatase_Level": 35.36161686, + "Alanine_Aminotransferase_Level": 37.28795512, + "Aspartate_Aminotransferase_Level": 11.09507188, + "Creatinine_Level": 1.0793755, + "LDH_Level": 240.7516293, + "Calcium_Level": 9.27113084, + "Phosphorus_Level": 2.91967968, + "Glucose_Level": 95.17067457, + "Potassium_Level": 4.596203028, + "Sodium_Level": 136.3104814, + "Smoking_Pack_Years": 43.92591971 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.26450043, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.57337071, + "White_Blood_Cell_Count": 6.056226436, + "Platelet_Count": 354.3101258, + "Albumin_Level": 3.432393072, + "Alkaline_Phosphatase_Level": 58.36642188, + "Alanine_Aminotransferase_Level": 29.75909974, + "Aspartate_Aminotransferase_Level": 24.75029479, + "Creatinine_Level": 1.23508363, + "LDH_Level": 118.0926509, + "Calcium_Level": 9.684777605, + "Phosphorus_Level": 3.490257992, + "Glucose_Level": 81.44958897, + "Potassium_Level": 4.991717558, + "Sodium_Level": 142.5771951, + "Smoking_Pack_Years": 82.13631608 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.62491187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.85347911, + "White_Blood_Cell_Count": 8.081516766, + "Platelet_Count": 345.0275259, + "Albumin_Level": 4.093075662, + "Alkaline_Phosphatase_Level": 38.45628437, + "Alanine_Aminotransferase_Level": 8.086199159, + "Aspartate_Aminotransferase_Level": 48.86260819, + "Creatinine_Level": 0.860093214, + "LDH_Level": 139.3914423, + "Calcium_Level": 10.14162836, + "Phosphorus_Level": 3.51845658, + "Glucose_Level": 83.27288283, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 19.64406699, + "Aspartate_Aminotransferase_Level": 16.52236691, + "Creatinine_Level": 1.063899243, + "LDH_Level": 170.5364809, + "Calcium_Level": 8.441168409, + "Phosphorus_Level": 2.854313237, + "Glucose_Level": 100.7243037, + "Potassium_Level": 4.259314858, + "Sodium_Level": 144.6619209, + "Smoking_Pack_Years": 22.65457374 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.87701582, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.93969311, + "White_Blood_Cell_Count": 5.151680971, + "Platelet_Count": 437.0839328, + "Albumin_Level": 3.682509936, + "Alkaline_Phosphatase_Level": 100.5678693, + "Alanine_Aminotransferase_Level": 22.92243129, + "Aspartate_Aminotransferase_Level": 29.03972826, + "Creatinine_Level": 1.340060763, + "LDH_Level": 196.5973706, + "Calcium_Level": 9.614581505, + "Phosphorus_Level": 3.47618925, + "Glucose_Level": 134.2610722, + "Potassium_Level": 3.967740577, + "Sodium_Level": 140.6345188, + "Smoking_Pack_Years": 82.23277348 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.41657532, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.59481631, + "White_Blood_Cell_Count": 7.410615015, + "Platelet_Count": 286.0427011, + "Albumin_Level": 4.614186362, + "Alkaline_Phosphatase_Level": 89.73256991, + "Alanine_Aminotransferase_Level": 33.07130493, + "Aspartate_Aminotransferase_Level": 33.57846513, + "Creatinine_Level": 1.030685907, + "LDH_Level": 148.1336004, + "Calcium_Level": 9.691428004, + "Phosphorus_Level": 3.674493892, + "Glucose_Level": 114.7305958, + "Potassium_Level": 3.916972857, + "Sodium_Level": 141.7296443, + "Smoking_Pack_Years": 97.29449243 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.24169385, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.89601188, + "White_Blood_Cell_Count": 4.986508983, + "Platelet_Count": 193.0780476, + "Albumin_Level": 3.051826973, + "Alkaline_Phosphatase_Level": 104.5380459, 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"Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.84780636, + "White_Blood_Cell_Count": 4.788086384, + "Platelet_Count": 189.1172273, + "Albumin_Level": 3.217296247, + "Alkaline_Phosphatase_Level": 89.64919477, + "Alanine_Aminotransferase_Level": 32.04043271, + "Aspartate_Aminotransferase_Level": 27.45140067, + "Creatinine_Level": 0.780941139, + "LDH_Level": 187.4346381, + "Calcium_Level": 10.04509534, + "Phosphorus_Level": 4.05266922, + "Glucose_Level": 107.4038302, + "Potassium_Level": 3.685815782, + "Sodium_Level": 142.5720234, + "Smoking_Pack_Years": 79.90056054 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.09208658, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.90419566, + "White_Blood_Cell_Count": 7.873624817, + "Platelet_Count": 349.0334352, + "Albumin_Level": 3.377037173, + "Alkaline_Phosphatase_Level": 30.35885443, + "Alanine_Aminotransferase_Level": 15.05007986, + "Aspartate_Aminotransferase_Level": 14.3664555, + "Creatinine_Level": 1.47865187, + "LDH_Level": 145.8658388, + "Calcium_Level": 9.693851948, + "Phosphorus_Level": 2.904567661, + "Glucose_Level": 149.997056, + "Potassium_Level": 4.806056729, + "Sodium_Level": 142.3321089, + "Smoking_Pack_Years": 29.06964039 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.12919457, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.47678039, + "White_Blood_Cell_Count": 6.442013062, + "Platelet_Count": 445.3204083, + "Albumin_Level": 3.427076088, + "Alkaline_Phosphatase_Level": 66.97834146, + "Alanine_Aminotransferase_Level": 29.47651371, + "Aspartate_Aminotransferase_Level": 34.86918722, + "Creatinine_Level": 0.58888092, + "LDH_Level": 232.8241109, + "Calcium_Level": 9.968501713, + "Phosphorus_Level": 4.037994692, + "Glucose_Level": 110.0913623, + "Potassium_Level": 3.610006394, + "Sodium_Level": 141.0129242, + "Smoking_Pack_Years": 74.00863988 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.97460126, + "Tumor_Location": "Middle 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.43119086, + "White_Blood_Cell_Count": 4.461613748, + "Platelet_Count": 283.9867406, + "Albumin_Level": 4.238994005, + "Alkaline_Phosphatase_Level": 49.05442022, + "Alanine_Aminotransferase_Level": 30.62020939, + "Aspartate_Aminotransferase_Level": 13.58524701, + "Creatinine_Level": 0.891065731, + "LDH_Level": 160.3611617, + "Calcium_Level": 10.02103522, + "Phosphorus_Level": 2.844974896, + "Glucose_Level": 131.4391829, + "Potassium_Level": 3.841118193, + "Sodium_Level": 140.6615143, + "Smoking_Pack_Years": 53.72537796 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.08226569, + "White_Blood_Cell_Count": 7.176307986, + "Platelet_Count": 243.865602, + "Albumin_Level": 4.998569699, + "Alkaline_Phosphatase_Level": 76.51543304, + "Alanine_Aminotransferase_Level": 14.31421225, + "Aspartate_Aminotransferase_Level": 43.37293435, + "Creatinine_Level": 0.760313191, + "LDH_Level": 164.4943007, + "Calcium_Level": 9.133837444, + "Phosphorus_Level": 3.163021926, + "Glucose_Level": 133.467108, + "Potassium_Level": 3.884219864, + "Sodium_Level": 137.0891067, + "Smoking_Pack_Years": 5.98074043 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current 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9.012471312, + "Phosphorus_Level": 4.74309495, + "Glucose_Level": 141.1510616, + "Potassium_Level": 4.229465157, + "Sodium_Level": 136.6069968, + "Smoking_Pack_Years": 35.39922752 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.79817273, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.95956207, + "White_Blood_Cell_Count": 6.936268475, + "Platelet_Count": 382.0923834, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.30300253, + "White_Blood_Cell_Count": 7.148131271, + "Platelet_Count": 411.2209094, + "Albumin_Level": 4.068956876, + "Alkaline_Phosphatase_Level": 51.93754625, + "Alanine_Aminotransferase_Level": 29.53614256, + "Aspartate_Aminotransferase_Level": 29.05704772, + "Creatinine_Level": 0.920517756, + "LDH_Level": 104.7302513, + "Calcium_Level": 8.977132004, + "Phosphorus_Level": 2.937543625, + "Glucose_Level": 77.35966203, + "Potassium_Level": 3.634097264, + "Sodium_Level": 144.2817537, + "Smoking_Pack_Years": 87.36315735 + }, + { + "Age": 42, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.37070912, + "White_Blood_Cell_Count": 9.43443094, + "Platelet_Count": 185.797515, + "Albumin_Level": 4.627149339, + "Alkaline_Phosphatase_Level": 78.18292472, + "Alanine_Aminotransferase_Level": 19.90973506, + "Aspartate_Aminotransferase_Level": 30.51696074, + "Creatinine_Level": 1.17992437, + "LDH_Level": 123.9447891, + "Calcium_Level": 10.17991985, + "Phosphorus_Level": 4.825690555, + "Glucose_Level": 99.76472554, + "Potassium_Level": 4.304390725, + "Sodium_Level": 135.1235761, + "Smoking_Pack_Years": 62.14416309 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.88853236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.09211323, + "White_Blood_Cell_Count": 8.99405674, + "Platelet_Count": 334.5982442, + "Albumin_Level": 3.486068607, + "Alkaline_Phosphatase_Level": 65.04534014, + "Alanine_Aminotransferase_Level": 26.17437576, + "Aspartate_Aminotransferase_Level": 21.59672998, + "Creatinine_Level": 0.892916122, + "LDH_Level": 127.2881724, + "Calcium_Level": 8.397609063, + "Phosphorus_Level": 3.965673345, + "Glucose_Level": 87.53207295, + "Potassium_Level": 4.080017313, + "Sodium_Level": 143.8381532, + "Smoking_Pack_Years": 38.31945421 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.30376048, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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"Hemoglobin_Level": 12.0244306, + "White_Blood_Cell_Count": 7.834999528, + "Platelet_Count": 349.7615495, + "Albumin_Level": 3.973574143, + "Alkaline_Phosphatase_Level": 85.35874613, + "Alanine_Aminotransferase_Level": 27.81650222, + "Aspartate_Aminotransferase_Level": 26.69187705, + "Creatinine_Level": 1.481862788, + "LDH_Level": 169.7918116, + "Calcium_Level": 10.43275168, + "Phosphorus_Level": 4.961411322, + "Glucose_Level": 141.3106619, + "Potassium_Level": 3.803103229, + "Sodium_Level": 142.5560078, + "Smoking_Pack_Years": 77.29409062 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.38071829, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.25562677, + "White_Blood_Cell_Count": 9.795135444, + "Platelet_Count": 414.4079814, + "Albumin_Level": 4.326136807, + "Alkaline_Phosphatase_Level": 111.9151096, + "Alanine_Aminotransferase_Level": 24.59184434, + "Aspartate_Aminotransferase_Level": 14.59310181, + "Creatinine_Level": 1.059522951, + "LDH_Level": 125.7291367, + "Calcium_Level": 8.068947459, + "Phosphorus_Level": 3.959877457, + "Glucose_Level": 135.0196759, + "Potassium_Level": 4.752044214, + "Sodium_Level": 143.2540273, + "Smoking_Pack_Years": 85.53636328 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.36805396, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.51988148, + "White_Blood_Cell_Count": 6.819927509, + "Platelet_Count": 348.5760287, + "Albumin_Level": 4.487956962, + "Alkaline_Phosphatase_Level": 30.8101268, + "Alanine_Aminotransferase_Level": 36.84582325, + "Aspartate_Aminotransferase_Level": 47.7727141, + "Creatinine_Level": 0.90658449, + "LDH_Level": 158.6271631, + "Calcium_Level": 8.527926409, + "Phosphorus_Level": 4.579285779, + "Glucose_Level": 76.43672589, + "Potassium_Level": 3.632236545, + "Sodium_Level": 135.2729201, + "Smoking_Pack_Years": 65.94024543 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.0573259, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.01901788, + "White_Blood_Cell_Count": 9.317222225, + "Platelet_Count": 335.3849726, + "Albumin_Level": 3.125491733, + "Alkaline_Phosphatase_Level": 31.52725151, + "Alanine_Aminotransferase_Level": 11.0439782, + "Aspartate_Aminotransferase_Level": 42.22581989, + "Creatinine_Level": 0.753064394, + "LDH_Level": 132.2101362, + "Calcium_Level": 8.887804873, + "Phosphorus_Level": 4.565688815, + "Glucose_Level": 135.3800456, + "Potassium_Level": 3.945939758, + "Sodium_Level": 144.8935858, + "Smoking_Pack_Years": 68.82947963 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.19616321, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.73621831, + "White_Blood_Cell_Count": 4.921160748, + "Platelet_Count": 326.7383052, + "Albumin_Level": 4.014417348, + "Alkaline_Phosphatase_Level": 105.7972267, + "Alanine_Aminotransferase_Level": 27.75243174, + "Aspartate_Aminotransferase_Level": 15.71244873, + "Creatinine_Level": 1.262620722, + "LDH_Level": 186.0283961, + "Calcium_Level": 8.559637883, + "Phosphorus_Level": 3.957191387, + "Glucose_Level": 81.76026054, + "Potassium_Level": 4.459478042, + "Sodium_Level": 139.8250872, + "Smoking_Pack_Years": 99.20259229 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.91374306, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.74843294, + "White_Blood_Cell_Count": 9.260218493, + "Platelet_Count": 248.6699554, + "Albumin_Level": 3.412133029, + "Alkaline_Phosphatase_Level": 50.04823684, + "Alanine_Aminotransferase_Level": 5.592688535, + "Aspartate_Aminotransferase_Level": 48.9290167, + "Creatinine_Level": 1.039874367, + "LDH_Level": 104.1311607, + "Calcium_Level": 8.836246634, + "Phosphorus_Level": 3.524429027, + "Glucose_Level": 121.9659587, + "Potassium_Level": 3.8615383, + "Sodium_Level": 144.7678288, + "Smoking_Pack_Years": 57.14334575 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.64371765, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.96684754, + "White_Blood_Cell_Count": 6.375133304, + "Platelet_Count": 394.7894052, + "Albumin_Level": 3.592383678, + "Alkaline_Phosphatase_Level": 87.12256868, + "Alanine_Aminotransferase_Level": 32.93017309, + "Aspartate_Aminotransferase_Level": 32.48252934, + "Creatinine_Level": 1.496767446, + "LDH_Level": 122.8972436, + "Calcium_Level": 9.115761182, + "Phosphorus_Level": 3.810483994, + "Glucose_Level": 115.5322419, + "Potassium_Level": 4.587072262, + "Sodium_Level": 143.879058, + "Smoking_Pack_Years": 49.34416115 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.88906081, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.34983517, + "White_Blood_Cell_Count": 8.677514629, + "Platelet_Count": 267.7418721, + "Albumin_Level": 4.094364686, + "Alkaline_Phosphatase_Level": 96.91617795, + "Alanine_Aminotransferase_Level": 19.98525966, + "Aspartate_Aminotransferase_Level": 24.63759668, + "Creatinine_Level": 1.30973894, + "LDH_Level": 202.9642911, + "Calcium_Level": 10.26985796, + "Phosphorus_Level": 4.690428825, + "Glucose_Level": 112.642211, + "Potassium_Level": 4.187285981, + "Sodium_Level": 143.0637641, + "Smoking_Pack_Years": 18.00433321 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.55678896, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.72112745, + "White_Blood_Cell_Count": 9.028364979, + "Platelet_Count": 282.6405509, + "Albumin_Level": 3.084272843, + "Alkaline_Phosphatase_Level": 96.47838164, + "Alanine_Aminotransferase_Level": 16.0048174, + "Aspartate_Aminotransferase_Level": 27.69796413, + "Creatinine_Level": 0.919861251, + "LDH_Level": 164.9827325, + "Calcium_Level": 9.94836456, + "Phosphorus_Level": 3.830643822, + "Glucose_Level": 98.39613514, + "Potassium_Level": 4.012558445, + "Sodium_Level": 139.2739745, + "Smoking_Pack_Years": 35.19031705 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.12135709, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.10002012, + "White_Blood_Cell_Count": 6.053454588, + "Platelet_Count": 261.8547531, + "Albumin_Level": 4.794686911, + "Alkaline_Phosphatase_Level": 118.2620094, + "Alanine_Aminotransferase_Level": 26.22630083, + "Aspartate_Aminotransferase_Level": 40.44192042, + "Creatinine_Level": 1.171190504, + "LDH_Level": 160.1373374, + "Calcium_Level": 10.47746119, + "Phosphorus_Level": 3.964262567, + "Glucose_Level": 127.6370346, + "Potassium_Level": 4.982619383, + "Sodium_Level": 144.8536713, + "Smoking_Pack_Years": 58.87702111 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.51864489, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.06988987, + "White_Blood_Cell_Count": 7.054568008, + "Platelet_Count": 301.6995033, + "Albumin_Level": 4.614574717, + "Alkaline_Phosphatase_Level": 62.13329842, + "Alanine_Aminotransferase_Level": 29.55128964, + "Aspartate_Aminotransferase_Level": 41.50033733, + "Creatinine_Level": 0.754367094, + "LDH_Level": 109.93345, + "Calcium_Level": 8.169517325, + "Phosphorus_Level": 2.877226177, + "Glucose_Level": 88.13650709, + "Potassium_Level": 4.198093777, + "Sodium_Level": 144.8360056, + "Smoking_Pack_Years": 64.24836875 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.47961539, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.59163814, + "White_Blood_Cell_Count": 4.298520475, + "Platelet_Count": 156.7623143, + "Albumin_Level": 4.884137617, + "Alkaline_Phosphatase_Level": 111.0980509, + "Alanine_Aminotransferase_Level": 31.73799667, + "Aspartate_Aminotransferase_Level": 42.72898216, + "Creatinine_Level": 1.364556447, + "LDH_Level": 198.1985488, + "Calcium_Level": 9.758367438, + "Phosphorus_Level": 2.588020881, + "Glucose_Level": 106.2023283, + "Potassium_Level": 4.826506311, + "Sodium_Level": 138.0790169, + "Smoking_Pack_Years": 94.05645904 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.02618167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.80757255, + "White_Blood_Cell_Count": 6.416304038, + "Platelet_Count": 398.4473886, + "Albumin_Level": 3.655271853, + "Alkaline_Phosphatase_Level": 108.3401966, + "Alanine_Aminotransferase_Level": 13.09471522, + "Aspartate_Aminotransferase_Level": 18.24754618, + "Creatinine_Level": 0.889952901, + "LDH_Level": 112.9847466, + "Calcium_Level": 10.09639331, + "Phosphorus_Level": 3.255890961, + "Glucose_Level": 123.2803573, + "Potassium_Level": 3.529148562, + "Sodium_Level": 142.9803279, + "Smoking_Pack_Years": 50.85219267 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.6119443, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.18671883, + "White_Blood_Cell_Count": 9.889113044, + "Platelet_Count": 349.4592512, + "Albumin_Level": 3.388222003, + "Alkaline_Phosphatase_Level": 88.90688715, + "Alanine_Aminotransferase_Level": 17.90671339, + "Aspartate_Aminotransferase_Level": 46.16810919, + "Creatinine_Level": 1.139655898, + "LDH_Level": 153.8229158, + "Calcium_Level": 9.074726385, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 41.59519225, + "Alanine_Aminotransferase_Level": 35.31252679, + "Aspartate_Aminotransferase_Level": 21.98295852, + "Creatinine_Level": 0.831722865, + "LDH_Level": 173.0735979, + "Calcium_Level": 10.06563244, + "Phosphorus_Level": 4.192011053, + "Glucose_Level": 135.1056628, + "Potassium_Level": 4.064651369, + "Sodium_Level": 139.6326571, + "Smoking_Pack_Years": 20.77563183 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.40556963, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.66828315, + "White_Blood_Cell_Count": 5.73216235, + "Platelet_Count": 254.9269654, + "Albumin_Level": 4.765243508, + "Alkaline_Phosphatase_Level": 60.36404364, + "Alanine_Aminotransferase_Level": 8.139631457, + "Aspartate_Aminotransferase_Level": 45.96048241, + "Creatinine_Level": 0.531498524, + "LDH_Level": 151.1693798, + "Calcium_Level": 10.27575253, + "Phosphorus_Level": 4.82351303, + "Glucose_Level": 143.3647748, + "Potassium_Level": 4.625549047, + "Sodium_Level": 142.3310001, + "Smoking_Pack_Years": 26.65958775 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": 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189.3743841, + "Calcium_Level": 8.391411605, + "Phosphorus_Level": 2.575044865, + "Glucose_Level": 138.9213052, + "Potassium_Level": 4.897441654, + "Sodium_Level": 141.221915, + "Smoking_Pack_Years": 92.09183609 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.14886839, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.04995987, + "White_Blood_Cell_Count": 8.656434741, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.73610225, + "White_Blood_Cell_Count": 5.182712347, + "Platelet_Count": 292.0537742, + "Albumin_Level": 4.059219867, + "Alkaline_Phosphatase_Level": 103.5116552, + "Alanine_Aminotransferase_Level": 5.081554552, + "Aspartate_Aminotransferase_Level": 48.32940047, + "Creatinine_Level": 1.13620895, + "LDH_Level": 108.4938885, + "Calcium_Level": 8.371310198, + "Phosphorus_Level": 4.005110293, + "Glucose_Level": 139.5940609, + "Potassium_Level": 3.68126726, + "Sodium_Level": 144.3680021, + "Smoking_Pack_Years": 69.36121269 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.50731665, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.29136095, + "White_Blood_Cell_Count": 4.941608598, + "Platelet_Count": 266.6587246, + "Albumin_Level": 4.394534502, + "Alkaline_Phosphatase_Level": 46.74230835, + "Alanine_Aminotransferase_Level": 10.07222662, + "Aspartate_Aminotransferase_Level": 23.51760374, + "Creatinine_Level": 0.537854115, + "LDH_Level": 243.839447, + "Calcium_Level": 8.7364682, + "Phosphorus_Level": 4.113864135, + "Glucose_Level": 123.4508086, + "Potassium_Level": 3.909876741, + "Sodium_Level": 141.3680423, + "Smoking_Pack_Years": 9.666756961 + }, + { 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.15118956, + "White_Blood_Cell_Count": 9.571442156, + "Platelet_Count": 422.097812, + "Albumin_Level": 3.537521259, + "Alkaline_Phosphatase_Level": 105.7141569, + "Alanine_Aminotransferase_Level": 9.363469745, + "Aspartate_Aminotransferase_Level": 36.01131643, + "Creatinine_Level": 0.640039028, + "LDH_Level": 106.9077593, + "Calcium_Level": 9.716952541, + "Phosphorus_Level": 3.374522992, + "Glucose_Level": 96.4580194, + "Potassium_Level": 4.996322483, + "Sodium_Level": 137.0614374, + "Smoking_Pack_Years": 36.01431488 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.93690462, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.1794875, + "White_Blood_Cell_Count": 4.981590318, + "Platelet_Count": 223.1079442, + "Albumin_Level": 4.51670372, + "Alkaline_Phosphatase_Level": 102.8768403, + "Alanine_Aminotransferase_Level": 11.97493487, + "Aspartate_Aminotransferase_Level": 25.45174016, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.91082272, + "White_Blood_Cell_Count": 6.724251742, + "Platelet_Count": 248.9488456, + "Albumin_Level": 4.074517675, + "Alkaline_Phosphatase_Level": 71.93291332, + "Alanine_Aminotransferase_Level": 20.1464508, + "Aspartate_Aminotransferase_Level": 45.28827348, + "Creatinine_Level": 1.158117866, + "LDH_Level": 192.9598975, + "Calcium_Level": 9.119431809, + "Phosphorus_Level": 4.993096938, + "Glucose_Level": 80.70566977, + "Potassium_Level": 3.579883206, + "Sodium_Level": 144.21104, + "Smoking_Pack_Years": 82.34614338 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.91489278, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.88710756, + "White_Blood_Cell_Count": 7.428958709, + "Platelet_Count": 255.1933346, + "Albumin_Level": 4.13953702, + "Alkaline_Phosphatase_Level": 114.053029, + "Alanine_Aminotransferase_Level": 39.11413, + "Aspartate_Aminotransferase_Level": 49.55414064, + "Creatinine_Level": 1.285640299, + "LDH_Level": 128.0165335, + "Calcium_Level": 9.407902137, + "Phosphorus_Level": 3.523453513, + "Glucose_Level": 133.8790839, + "Potassium_Level": 3.882111287, + "Sodium_Level": 142.4759355, + "Smoking_Pack_Years": 25.38147856 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.18877615, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.04666634, + "White_Blood_Cell_Count": 9.890903668, + "Platelet_Count": 397.5834005, + "Albumin_Level": 3.07719433, + "Alkaline_Phosphatase_Level": 118.8795947, + "Alanine_Aminotransferase_Level": 31.28658707, + "Aspartate_Aminotransferase_Level": 27.58546612, + "Creatinine_Level": 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"White_Blood_Cell_Count": 5.607726207, + "Platelet_Count": 332.4340379, + "Albumin_Level": 4.327869999, + "Alkaline_Phosphatase_Level": 99.60943453, + "Alanine_Aminotransferase_Level": 37.17647794, + "Aspartate_Aminotransferase_Level": 13.72290594, + "Creatinine_Level": 0.987949956, + "LDH_Level": 248.4040595, + "Calcium_Level": 9.027652747, + "Phosphorus_Level": 4.429650514, + "Glucose_Level": 117.9265855, + "Potassium_Level": 3.687781557, + "Sodium_Level": 135.959925, + "Smoking_Pack_Years": 60.28731837 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.50827942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.81387823, + "White_Blood_Cell_Count": 8.935570332, + "Platelet_Count": 425.1214564, + "Albumin_Level": 4.660676864, + "Alkaline_Phosphatase_Level": 113.607586, + "Alanine_Aminotransferase_Level": 5.100191625, + "Aspartate_Aminotransferase_Level": 17.31226366, + "Creatinine_Level": 1.109037621, + "LDH_Level": 112.0222611, + "Calcium_Level": 8.321416979, + "Phosphorus_Level": 2.627288958, + "Glucose_Level": 99.14831878, + "Potassium_Level": 4.714034205, + "Sodium_Level": 139.4674387, + "Smoking_Pack_Years": 29.36034485 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.4980069, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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135.7522925, + "Smoking_Pack_Years": 93.67834422 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.88208155, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.57104921, + "White_Blood_Cell_Count": 8.011158378, + "Platelet_Count": 400.3146308, + "Albumin_Level": 3.76719162, + "Alkaline_Phosphatase_Level": 94.80694217, + "Alanine_Aminotransferase_Level": 38.64838157, + "Aspartate_Aminotransferase_Level": 32.56552607, + "Creatinine_Level": 1.336826536, + "LDH_Level": 195.5022758, + "Calcium_Level": 9.913950587, + "Phosphorus_Level": 3.472205008, + "Glucose_Level": 147.4801119, + "Potassium_Level": 4.544047514, + "Sodium_Level": 137.0365303, + "Smoking_Pack_Years": 52.89056848 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.71147654, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.41669887, + "White_Blood_Cell_Count": 7.088495906, + "Platelet_Count": 187.6047044, + "Albumin_Level": 3.929255803, + "Alkaline_Phosphatase_Level": 57.61656984, + "Alanine_Aminotransferase_Level": 32.79676079, + "Aspartate_Aminotransferase_Level": 23.72070422, + "Creatinine_Level": 1.162606358, + "LDH_Level": 127.8220829, + "Calcium_Level": 9.3804834, + "Phosphorus_Level": 4.082070409, + "Glucose_Level": 71.85483028, + "Potassium_Level": 4.892388812, + "Sodium_Level": 140.4107553, + "Smoking_Pack_Years": 55.20217356 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.58016075, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.49298808, + "White_Blood_Cell_Count": 4.185262022, + "Platelet_Count": 413.1187049, + "Albumin_Level": 3.848893719, + "Alkaline_Phosphatase_Level": 31.92649885, + "Alanine_Aminotransferase_Level": 25.62754092, + "Aspartate_Aminotransferase_Level": 36.61169105, + "Creatinine_Level": 1.390631059, + "LDH_Level": 186.8866535, + "Calcium_Level": 8.809889736, + "Phosphorus_Level": 4.252872616, + "Glucose_Level": 124.893696, + "Potassium_Level": 3.543313547, + "Sodium_Level": 144.2123945, + "Smoking_Pack_Years": 60.08718421 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.11169778, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.31123965, + "White_Blood_Cell_Count": 9.106318913, + "Platelet_Count": 157.7761528, + "Albumin_Level": 3.469867148, + "Alkaline_Phosphatase_Level": 119.7475054, + "Alanine_Aminotransferase_Level": 19.25980019, + "Aspartate_Aminotransferase_Level": 23.53900351, + "Creatinine_Level": 1.386595719, + "LDH_Level": 192.632091, + "Calcium_Level": 10.01022738, + "Phosphorus_Level": 4.329668834, + "Glucose_Level": 72.33912727, + "Potassium_Level": 3.944092518, + "Sodium_Level": 139.0361317, + "Smoking_Pack_Years": 33.64384237 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.84270466, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.57225459, + "White_Blood_Cell_Count": 7.813242465, + "Platelet_Count": 269.3356278, + "Albumin_Level": 3.16588403, + "Alkaline_Phosphatase_Level": 40.0789828, + "Alanine_Aminotransferase_Level": 34.84615961, + "Aspartate_Aminotransferase_Level": 41.63058255, + "Creatinine_Level": 0.61777396, + "LDH_Level": 234.6574909, + "Calcium_Level": 10.36767061, + "Phosphorus_Level": 4.152148548, + "Glucose_Level": 124.5622856, + "Potassium_Level": 4.121359415, + "Sodium_Level": 144.4052399, + "Smoking_Pack_Years": 87.94008355 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.18550949, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.36522058, + "White_Blood_Cell_Count": 5.442554528, + "Platelet_Count": 272.2854537, + "Albumin_Level": 4.715141825, + "Alkaline_Phosphatase_Level": 89.80499078, + "Alanine_Aminotransferase_Level": 23.83795385, + "Aspartate_Aminotransferase_Level": 35.62377614, + "Creatinine_Level": 0.851756718, + "LDH_Level": 158.5734567, + "Calcium_Level": 9.159964181, + "Phosphorus_Level": 4.716225443, + "Glucose_Level": 117.2559268, + "Potassium_Level": 3.506894856, + "Sodium_Level": 139.3462892, + "Smoking_Pack_Years": 88.04208022 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.24300713, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.89908697, + "White_Blood_Cell_Count": 9.922421215, + "Platelet_Count": 253.6022326, + "Albumin_Level": 4.346152282, + "Alkaline_Phosphatase_Level": 88.08166276, + "Alanine_Aminotransferase_Level": 29.59556633, + "Aspartate_Aminotransferase_Level": 46.99454236, + "Creatinine_Level": 0.594711225, + "LDH_Level": 126.592805, + "Calcium_Level": 9.596964624, + "Phosphorus_Level": 3.327550324, + "Glucose_Level": 82.91374416, + "Potassium_Level": 4.926613194, + "Sodium_Level": 142.3268083, + "Smoking_Pack_Years": 94.61357452 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.69788525, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.30045332, + "White_Blood_Cell_Count": 9.154664875, + "Platelet_Count": 363.3985492, + "Albumin_Level": 4.252388917, + "Alkaline_Phosphatase_Level": 50.65401467, + "Alanine_Aminotransferase_Level": 20.10472766, + "Aspartate_Aminotransferase_Level": 38.13531177, + "Creatinine_Level": 0.876771032, + "LDH_Level": 206.0376522, + "Calcium_Level": 10.3333763, + "Phosphorus_Level": 4.5065671, + "Glucose_Level": 142.5892908, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.78010645, + "White_Blood_Cell_Count": 4.115801984, + "Platelet_Count": 173.4626374, + "Albumin_Level": 3.280401706, + "Alkaline_Phosphatase_Level": 49.12482568, + "Alanine_Aminotransferase_Level": 12.28988996, + "Aspartate_Aminotransferase_Level": 24.67314517, + "Creatinine_Level": 1.457555116, + "LDH_Level": 241.464742, + "Calcium_Level": 10.34693117, + "Phosphorus_Level": 3.548117908, + "Glucose_Level": 102.0329905, + "Potassium_Level": 4.355311384, + "Sodium_Level": 143.0753658, + "Smoking_Pack_Years": 94.50914324 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.37548486, + "Tumor_Location": 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"Glucose_Level": 77.88242132, + "Potassium_Level": 4.751065846, + "Sodium_Level": 136.1589663, + "Smoking_Pack_Years": 19.38042287 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.38475758, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.27855367, + "White_Blood_Cell_Count": 6.56365464, + "Platelet_Count": 328.1361674, + "Albumin_Level": 4.562303109, + "Alkaline_Phosphatase_Level": 111.3136465, + "Alanine_Aminotransferase_Level": 22.70147665, + "Aspartate_Aminotransferase_Level": 36.52033744, + "Creatinine_Level": 0.804673755, + "LDH_Level": 227.2763658, + "Calcium_Level": 9.578963275, + "Phosphorus_Level": 4.535520152, + "Glucose_Level": 134.0887347, + "Potassium_Level": 4.544398817, + "Sodium_Level": 142.7208403, + "Smoking_Pack_Years": 51.14059913 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.15402247, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.6774002, + "White_Blood_Cell_Count": 8.543136749, + "Platelet_Count": 223.18213, + "Albumin_Level": 4.380639267, + "Alkaline_Phosphatase_Level": 73.69387253, + "Alanine_Aminotransferase_Level": 13.10879535, + "Aspartate_Aminotransferase_Level": 22.21080263, + "Creatinine_Level": 1.247880552, + "LDH_Level": 211.1302808, + "Calcium_Level": 9.543134359, + "Phosphorus_Level": 2.6648958, + "Glucose_Level": 133.4637488, + "Potassium_Level": 4.424587942, + "Sodium_Level": 143.2302318, + "Smoking_Pack_Years": 36.64335342 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.5600088, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.74254107, + "White_Blood_Cell_Count": 7.314338753, + "Platelet_Count": 267.7847873, + "Albumin_Level": 3.274556681, + "Alkaline_Phosphatase_Level": 71.35868507, + "Alanine_Aminotransferase_Level": 13.63031598, + "Aspartate_Aminotransferase_Level": 30.96124199, + "Creatinine_Level": 1.171651641, + "LDH_Level": 243.7817413, + "Calcium_Level": 9.357445091, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 78.14265026, + "Alanine_Aminotransferase_Level": 19.23123293, + "Aspartate_Aminotransferase_Level": 19.97103439, + "Creatinine_Level": 0.669980304, + "LDH_Level": 174.6674576, + "Calcium_Level": 9.056917676, + "Phosphorus_Level": 3.668308296, + "Glucose_Level": 71.09682195, + "Potassium_Level": 3.736723018, + "Sodium_Level": 136.8547692, + "Smoking_Pack_Years": 34.90355276 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.4532338, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.25166972, + "White_Blood_Cell_Count": 8.572773785, + "Platelet_Count": 415.3318432, + "Albumin_Level": 3.246838561, + "Alkaline_Phosphatase_Level": 112.3507874, + "Alanine_Aminotransferase_Level": 35.86494048, + "Aspartate_Aminotransferase_Level": 13.55473343, + "Creatinine_Level": 0.872545731, + "LDH_Level": 121.1428497, + "Calcium_Level": 8.747297573, + "Phosphorus_Level": 2.700210871, + "Glucose_Level": 141.5690261, + "Potassium_Level": 4.460923434, + "Sodium_Level": 142.0041535, + "Smoking_Pack_Years": 88.53741485 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.46863096, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.07105229, + "White_Blood_Cell_Count": 6.643018477, + "Platelet_Count": 382.3872805, + "Albumin_Level": 4.703528735, + "Alkaline_Phosphatase_Level": 89.09608665, + "Alanine_Aminotransferase_Level": 36.8144491, + "Aspartate_Aminotransferase_Level": 32.95721583, + "Creatinine_Level": 0.892247702, + "LDH_Level": 233.0630999, + "Calcium_Level": 8.745247291, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.87004608, + "White_Blood_Cell_Count": 8.453742411, + "Platelet_Count": 162.8540262, + "Albumin_Level": 3.720744591, + "Alkaline_Phosphatase_Level": 97.02847046, + "Alanine_Aminotransferase_Level": 38.54225031, + "Aspartate_Aminotransferase_Level": 35.17073, + "Creatinine_Level": 0.508450653, + "LDH_Level": 153.2469826, + "Calcium_Level": 9.771511265, + "Phosphorus_Level": 4.541572776, + "Glucose_Level": 147.9048698, + "Potassium_Level": 4.717229171, + "Sodium_Level": 140.2108251, + "Smoking_Pack_Years": 26.81694971 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": 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132.881576, + "Calcium_Level": 9.409583172, + "Phosphorus_Level": 3.943973324, + "Glucose_Level": 103.8141422, + "Potassium_Level": 4.090104876, + "Sodium_Level": 143.0575165, + "Smoking_Pack_Years": 14.95488149 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.30882517, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.50842205, + "White_Blood_Cell_Count": 3.536408556, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.70182391, + "White_Blood_Cell_Count": 9.386550763, + "Platelet_Count": 358.5844452, + "Albumin_Level": 3.049650407, + "Alkaline_Phosphatase_Level": 30.43989683, + "Alanine_Aminotransferase_Level": 21.05279878, + "Aspartate_Aminotransferase_Level": 15.2196495, + "Creatinine_Level": 1.241671538, + "LDH_Level": 119.0805843, + "Calcium_Level": 9.0170576, + "Phosphorus_Level": 2.863795937, + "Glucose_Level": 137.6066373, + "Potassium_Level": 4.149679277, + "Sodium_Level": 138.0964893, + "Smoking_Pack_Years": 42.52325055 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.02816948, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.41507713, + "White_Blood_Cell_Count": 9.68745467, + "Platelet_Count": 235.9777833, + "Albumin_Level": 3.939683029, + "Alkaline_Phosphatase_Level": 32.25480528, + "Alanine_Aminotransferase_Level": 36.48561666, + "Aspartate_Aminotransferase_Level": 35.27420158, + "Creatinine_Level": 0.941579622, + "LDH_Level": 227.6534436, + "Calcium_Level": 8.402112282, + "Phosphorus_Level": 2.619747259, + "Glucose_Level": 117.1725037, + "Potassium_Level": 4.537649362, + "Sodium_Level": 139.8229637, + "Smoking_Pack_Years": 35.6773703 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.30481283, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.48444818, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.85446495, + "White_Blood_Cell_Count": 9.737080298, + "Platelet_Count": 354.9605508, + "Albumin_Level": 3.587846942, + "Alkaline_Phosphatase_Level": 58.04175799, + "Alanine_Aminotransferase_Level": 24.28578776, + "Aspartate_Aminotransferase_Level": 26.44063294, + "Creatinine_Level": 0.915834523, + "LDH_Level": 166.4712482, + "Calcium_Level": 8.702506283, + "Phosphorus_Level": 3.266502752, + "Glucose_Level": 95.23134096, + "Potassium_Level": 3.670104742, + "Sodium_Level": 136.1375281, + "Smoking_Pack_Years": 35.35763439 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.10854054, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.04988915, + "White_Blood_Cell_Count": 9.356555074, + "Platelet_Count": 288.9992912, + "Albumin_Level": 4.53808153, + "Alkaline_Phosphatase_Level": 67.78902775, + "Alanine_Aminotransferase_Level": 21.77537919, + "Aspartate_Aminotransferase_Level": 36.38615823, + "Creatinine_Level": 0.569666426, + "LDH_Level": 248.0967871, + "Calcium_Level": 10.07831028, + "Phosphorus_Level": 2.503310194, + "Glucose_Level": 95.99421366, + "Potassium_Level": 4.463864052, + "Sodium_Level": 135.8676995, + "Smoking_Pack_Years": 52.90155559 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.96776952, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.36433534, + "White_Blood_Cell_Count": 5.478955862, + "Platelet_Count": 357.303781, + "Albumin_Level": 3.493479766, + "Alkaline_Phosphatase_Level": 61.33846957, + "Alanine_Aminotransferase_Level": 26.6668069, + "Aspartate_Aminotransferase_Level": 18.10586042, + "Creatinine_Level": 0.566454973, + "LDH_Level": 129.3238049, + "Calcium_Level": 9.949306591, + "Phosphorus_Level": 4.115001943, + "Glucose_Level": 82.95900924, + "Potassium_Level": 3.983037963, + "Sodium_Level": 135.9568912, + "Smoking_Pack_Years": 22.43458962 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.8163124, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.40874188, + "White_Blood_Cell_Count": 6.206325592, + "Platelet_Count": 204.2283539, + "Albumin_Level": 4.247557483, + "Alkaline_Phosphatase_Level": 35.26084499, + "Alanine_Aminotransferase_Level": 38.00072867, + "Aspartate_Aminotransferase_Level": 32.96683282, + "Creatinine_Level": 1.138034962, + "LDH_Level": 177.0366321, + "Calcium_Level": 8.38635175, + "Phosphorus_Level": 4.893497162, + "Glucose_Level": 89.109446, + "Potassium_Level": 3.942188429, + "Sodium_Level": 136.5777928, + "Smoking_Pack_Years": 46.31938428 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.30620657, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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"Alanine_Aminotransferase_Level": 25.07151178, + "Aspartate_Aminotransferase_Level": 45.43236752, + "Creatinine_Level": 1.37565996, + "LDH_Level": 249.1249135, + "Calcium_Level": 8.322772785, + "Phosphorus_Level": 4.769055521, + "Glucose_Level": 137.3096347, + "Potassium_Level": 4.936599577, + "Sodium_Level": 140.9270191, + "Smoking_Pack_Years": 9.928744598 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.46272427, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.72302214, + "White_Blood_Cell_Count": 3.747343035, + "Platelet_Count": 207.6690488, + "Albumin_Level": 3.921938141, + "Alkaline_Phosphatase_Level": 103.7701301, + "Alanine_Aminotransferase_Level": 12.81798559, + "Aspartate_Aminotransferase_Level": 24.87397658, + "Creatinine_Level": 0.74635781, + "LDH_Level": 225.7964122, + "Calcium_Level": 10.40304316, + "Phosphorus_Level": 4.968409222, + "Glucose_Level": 91.8960588, + "Potassium_Level": 3.831088114, + "Sodium_Level": 138.9691615, + "Smoking_Pack_Years": 67.36537591 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.88146989, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.80914808, + "White_Blood_Cell_Count": 6.208277008, + "Platelet_Count": 299.860911, + "Albumin_Level": 4.234807079, + "Alkaline_Phosphatase_Level": 93.52402341, + "Alanine_Aminotransferase_Level": 15.05032877, + "Aspartate_Aminotransferase_Level": 33.69215042, + "Creatinine_Level": 1.090508268, + "LDH_Level": 247.1986286, + "Calcium_Level": 9.921286998, + "Phosphorus_Level": 4.602698689, + "Glucose_Level": 122.0751888, + "Potassium_Level": 4.152758083, + "Sodium_Level": 135.688606, + "Smoking_Pack_Years": 79.57112561 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.49631453, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 27.00417937, + "Aspartate_Aminotransferase_Level": 42.76494526, + "Creatinine_Level": 0.9487652, + "LDH_Level": 170.2849449, + "Calcium_Level": 8.777849161, + "Phosphorus_Level": 2.618332469, + "Glucose_Level": 100.8908908, + "Potassium_Level": 4.188087503, + "Sodium_Level": 135.9287663, + "Smoking_Pack_Years": 43.62968346 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.95016645, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.3739824, + "White_Blood_Cell_Count": 5.621412152, + "Platelet_Count": 400.6573011, + "Albumin_Level": 4.077674148, + "Alkaline_Phosphatase_Level": 38.95470796, + "Alanine_Aminotransferase_Level": 29.13873999, + "Aspartate_Aminotransferase_Level": 31.26646737, + "Creatinine_Level": 0.738721473, + "LDH_Level": 238.973432, + "Calcium_Level": 9.628292531, + "Phosphorus_Level": 3.396495363, + "Glucose_Level": 92.3430838, + "Potassium_Level": 4.275068047, + "Sodium_Level": 141.2202582, + "Smoking_Pack_Years": 32.07800141 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.47937788, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.14200383, + "White_Blood_Cell_Count": 8.124850167, + "Platelet_Count": 170.5411318, + "Albumin_Level": 4.093602547, + "Alkaline_Phosphatase_Level": 55.32752305, + "Alanine_Aminotransferase_Level": 15.99195088, + "Aspartate_Aminotransferase_Level": 22.68296791, + "Creatinine_Level": 1.364269899, + "LDH_Level": 144.4651859, + "Calcium_Level": 10.49141521, + "Phosphorus_Level": 4.430987471, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.64889977, + "White_Blood_Cell_Count": 4.022600996, + "Platelet_Count": 423.1062743, + "Albumin_Level": 4.624099641, + "Alkaline_Phosphatase_Level": 89.86979249, + "Alanine_Aminotransferase_Level": 19.29187362, + "Aspartate_Aminotransferase_Level": 22.85633425, + "Creatinine_Level": 0.751683339, + "LDH_Level": 148.0147359, + "Calcium_Level": 9.854271184, + "Phosphorus_Level": 3.170893256, + "Glucose_Level": 99.44960504, + "Potassium_Level": 4.738742716, + "Sodium_Level": 136.839964, + "Smoking_Pack_Years": 2.621908418 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": 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8.459632688, + "Phosphorus_Level": 4.752648418, + "Glucose_Level": 100.4935371, + "Potassium_Level": 3.710733597, + "Sodium_Level": 143.685869, + "Smoking_Pack_Years": 73.69905946 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.98350353, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.07315995, + "White_Blood_Cell_Count": 9.720530889, + "Platelet_Count": 158.0986452, + 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8.882179255, + "Phosphorus_Level": 3.114236541, + "Glucose_Level": 99.9493749, + "Potassium_Level": 4.713775867, + "Sodium_Level": 144.6770223, + "Smoking_Pack_Years": 69.08235852 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.0239751, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.8555416, + "White_Blood_Cell_Count": 5.943815064, + "Platelet_Count": 373.1239154, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.10375379, + "White_Blood_Cell_Count": 8.246437037, + "Platelet_Count": 266.2793592, + "Albumin_Level": 4.211490595, + "Alkaline_Phosphatase_Level": 102.4411758, + "Alanine_Aminotransferase_Level": 31.54212401, + "Aspartate_Aminotransferase_Level": 39.61421772, + "Creatinine_Level": 1.045764395, + "LDH_Level": 111.3063743, + "Calcium_Level": 9.412310611, + "Phosphorus_Level": 3.309350949, + "Glucose_Level": 81.52277325, + "Potassium_Level": 4.022464797, + "Sodium_Level": 141.2645347, + "Smoking_Pack_Years": 2.446954614 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.22765795, + "White_Blood_Cell_Count": 4.415825928, + "Platelet_Count": 217.7832524, + "Albumin_Level": 3.594559534, + "Alkaline_Phosphatase_Level": 62.42865903, + "Alanine_Aminotransferase_Level": 33.49539252, + "Aspartate_Aminotransferase_Level": 28.48362818, + "Creatinine_Level": 1.250585696, + "LDH_Level": 193.4794469, + "Calcium_Level": 8.683410044, + "Phosphorus_Level": 3.194780145, + "Glucose_Level": 90.28002279, + "Potassium_Level": 4.822049393, + "Sodium_Level": 141.4112346, + "Smoking_Pack_Years": 26.13869054 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.83352552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.97462577, + "White_Blood_Cell_Count": 7.681589142, + "Platelet_Count": 299.6909449, + "Albumin_Level": 4.150137545, + "Alkaline_Phosphatase_Level": 59.94801665, + "Alanine_Aminotransferase_Level": 34.25929704, + "Aspartate_Aminotransferase_Level": 15.49896391, + "Creatinine_Level": 1.359377325, + "LDH_Level": 193.4244509, + "Calcium_Level": 8.012475061, + "Phosphorus_Level": 3.544932324, + "Glucose_Level": 100.721676, + "Potassium_Level": 4.087776297, + "Sodium_Level": 144.1433947, + "Smoking_Pack_Years": 46.18539321 + }, + { 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"Creatinine_Level": 1.396298229, + "LDH_Level": 137.1984794, + "Calcium_Level": 9.686681205, + "Phosphorus_Level": 3.521611679, + "Glucose_Level": 74.55059819, + "Potassium_Level": 4.607150841, + "Sodium_Level": 144.9934294, + "Smoking_Pack_Years": 22.08641832 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.13890649, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.74360013, + "White_Blood_Cell_Count": 7.902368903, + "Platelet_Count": 260.356635, + "Albumin_Level": 3.628415395, + "Alkaline_Phosphatase_Level": 107.5744638, + "Alanine_Aminotransferase_Level": 10.59647407, + "Aspartate_Aminotransferase_Level": 21.47562581, + "Creatinine_Level": 0.756857618, + "LDH_Level": 216.0271688, + "Calcium_Level": 9.730528305, + "Phosphorus_Level": 3.266440127, + "Glucose_Level": 113.2462322, + "Potassium_Level": 4.652565016, + "Sodium_Level": 142.3680153, + "Smoking_Pack_Years": 52.6975315 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.65568009, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.89820812, + "White_Blood_Cell_Count": 7.152411032, + "Platelet_Count": 325.5746393, + "Albumin_Level": 3.264960972, + "Alkaline_Phosphatase_Level": 85.87069837, + "Alanine_Aminotransferase_Level": 39.24192381, + "Aspartate_Aminotransferase_Level": 34.09199396, + "Creatinine_Level": 1.005300568, + "LDH_Level": 109.8004492, + "Calcium_Level": 8.798291196, + "Phosphorus_Level": 3.632866995, + "Glucose_Level": 89.37402844, + "Potassium_Level": 3.599550295, + "Sodium_Level": 137.6821933, + "Smoking_Pack_Years": 79.19346966 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.59789032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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136.5629647, + "Smoking_Pack_Years": 96.55589643 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.06386401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.46509652, + "White_Blood_Cell_Count": 8.125405203, + "Platelet_Count": 391.6084397, + "Albumin_Level": 4.229971183, + "Alkaline_Phosphatase_Level": 69.0298574, + "Alanine_Aminotransferase_Level": 36.61207971, + "Aspartate_Aminotransferase_Level": 19.46566047, + "Creatinine_Level": 1.169511595, + "LDH_Level": 193.2236902, + "Calcium_Level": 9.648981736, + "Phosphorus_Level": 4.036800713, + "Glucose_Level": 95.84282122, + "Potassium_Level": 4.621346519, + "Sodium_Level": 138.2558989, + "Smoking_Pack_Years": 12.70489844 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.32698067, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 84, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.98679443, + "White_Blood_Cell_Count": 7.176348706, + "Platelet_Count": 272.8564068, + "Albumin_Level": 3.92544159, + "Alkaline_Phosphatase_Level": 88.61726436, + "Alanine_Aminotransferase_Level": 11.14166399, + "Aspartate_Aminotransferase_Level": 16.68568302, + "Creatinine_Level": 0.702285443, + "LDH_Level": 187.9891799, + "Calcium_Level": 9.335100197, + "Phosphorus_Level": 3.626752748, + "Glucose_Level": 149.5051024, + "Potassium_Level": 3.970620005, + "Sodium_Level": 137.2571029, + "Smoking_Pack_Years": 83.65321428 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.13647955, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.87426637, + "White_Blood_Cell_Count": 8.264660649, + "Platelet_Count": 207.9137226, + "Albumin_Level": 4.582577689, + "Alkaline_Phosphatase_Level": 65.06577529, + "Alanine_Aminotransferase_Level": 22.2880155, + "Aspartate_Aminotransferase_Level": 28.88646384, + "Creatinine_Level": 0.766544639, + "LDH_Level": 120.2615556, + "Calcium_Level": 8.460661331, + "Phosphorus_Level": 2.691754176, + "Glucose_Level": 85.1663384, + "Potassium_Level": 3.952158281, + "Sodium_Level": 141.7092946, + "Smoking_Pack_Years": 63.52754191 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.0441635, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.05941188, + "White_Blood_Cell_Count": 8.258342893, + "Platelet_Count": 397.750741, + "Albumin_Level": 3.071935992, + "Alkaline_Phosphatase_Level": 97.49783093, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.35021213, + "White_Blood_Cell_Count": 7.89930503, + "Platelet_Count": 270.9614296, + "Albumin_Level": 4.656586796, + "Alkaline_Phosphatase_Level": 56.83529199, + "Alanine_Aminotransferase_Level": 34.83655567, + "Aspartate_Aminotransferase_Level": 48.46296311, + "Creatinine_Level": 1.025013826, + "LDH_Level": 125.122489, + "Calcium_Level": 9.677863365, + "Phosphorus_Level": 4.166494164, + "Glucose_Level": 128.5677313, + "Potassium_Level": 3.746654321, + "Sodium_Level": 142.1591842, + "Smoking_Pack_Years": 53.47008067 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.56181206, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.05078312, + "White_Blood_Cell_Count": 5.556809117, + "Platelet_Count": 423.5240711, + "Albumin_Level": 4.10132199, + "Alkaline_Phosphatase_Level": 35.4398658, + "Alanine_Aminotransferase_Level": 8.420358538, + "Aspartate_Aminotransferase_Level": 32.36547783, + "Creatinine_Level": 1.070615407, + "LDH_Level": 235.4239891, + "Calcium_Level": 9.153467696, + "Phosphorus_Level": 3.228660689, + "Glucose_Level": 131.2799172, + "Potassium_Level": 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17.98042926, + "Aspartate_Aminotransferase_Level": 49.41401939, + "Creatinine_Level": 1.260589406, + "LDH_Level": 121.3384984, + "Calcium_Level": 9.546717192, + "Phosphorus_Level": 3.800813481, + "Glucose_Level": 84.58143364, + "Potassium_Level": 3.931560357, + "Sodium_Level": 136.5321612, + "Smoking_Pack_Years": 38.24530894 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.85957115, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.29405497, + "White_Blood_Cell_Count": 4.816533557, + "Platelet_Count": 359.5852774, + "Albumin_Level": 4.876098771, + "Alkaline_Phosphatase_Level": 31.9990779, + "Alanine_Aminotransferase_Level": 36.34951472, + "Aspartate_Aminotransferase_Level": 20.42957395, + "Creatinine_Level": 1.153298465, + "LDH_Level": 106.9652819, + "Calcium_Level": 9.592267821, + "Phosphorus_Level": 2.883488541, + "Glucose_Level": 75.35660941, + "Potassium_Level": 4.66142326, + "Sodium_Level": 137.4790709, + "Smoking_Pack_Years": 97.69746098 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.17271588, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.03405759, + "White_Blood_Cell_Count": 7.168876078, + "Platelet_Count": 424.8174932, + "Albumin_Level": 4.788490833, + "Alkaline_Phosphatase_Level": 112.217161, + "Alanine_Aminotransferase_Level": 38.80940033, + "Aspartate_Aminotransferase_Level": 31.31122656, + "Creatinine_Level": 1.337306837, + "LDH_Level": 159.5961452, + "Calcium_Level": 9.811405132, + "Phosphorus_Level": 4.019837977, + "Glucose_Level": 143.8163066, + "Potassium_Level": 4.855968045, + "Sodium_Level": 140.9857715, + "Smoking_Pack_Years": 75.89399791 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.71419149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.45814059, + "White_Blood_Cell_Count": 7.798270248, + "Platelet_Count": 338.7878463, + "Albumin_Level": 3.109613979, + "Alkaline_Phosphatase_Level": 92.25685815, + "Alanine_Aminotransferase_Level": 24.56876977, + "Aspartate_Aminotransferase_Level": 35.59507142, + "Creatinine_Level": 1.150277176, + "LDH_Level": 146.9223243, + "Calcium_Level": 10.2998987, + "Phosphorus_Level": 4.396705666, + "Glucose_Level": 75.42793902, + "Potassium_Level": 4.47966923, + "Sodium_Level": 136.0854218, + "Smoking_Pack_Years": 89.22063868 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.78001467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.1709172, + "White_Blood_Cell_Count": 4.942463902, + "Platelet_Count": 416.8892701, + "Albumin_Level": 3.608565932, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.76798666, + "White_Blood_Cell_Count": 5.672686616, + "Platelet_Count": 292.236486, + "Albumin_Level": 4.099100513, + "Alkaline_Phosphatase_Level": 82.93017082, + "Alanine_Aminotransferase_Level": 18.04087633, + "Aspartate_Aminotransferase_Level": 45.50551649, + "Creatinine_Level": 1.488612575, + "LDH_Level": 155.3444605, + "Calcium_Level": 9.590242605, + "Phosphorus_Level": 3.385621907, + "Glucose_Level": 129.7659581, + "Potassium_Level": 3.847766971, + "Sodium_Level": 140.3783348, + "Smoking_Pack_Years": 78.59641506 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.31186031, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.7225548, + "White_Blood_Cell_Count": 6.916400436, + "Platelet_Count": 152.8047627, + "Albumin_Level": 4.063311122, + "Alkaline_Phosphatase_Level": 119.0888285, + "Alanine_Aminotransferase_Level": 29.42434324, + "Aspartate_Aminotransferase_Level": 34.79525714, + "Creatinine_Level": 0.625942995, + "LDH_Level": 226.9042988, + "Calcium_Level": 10.41920045, + "Phosphorus_Level": 4.906220768, + "Glucose_Level": 145.8122359, + "Potassium_Level": 4.326075527, + "Sodium_Level": 139.299452, + "Smoking_Pack_Years": 45.42555566 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.24759306, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.132602, + "White_Blood_Cell_Count": 4.491801255, + "Platelet_Count": 215.5792198, + "Albumin_Level": 4.73620107, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.45909695, + "White_Blood_Cell_Count": 6.346979667, + "Platelet_Count": 257.1107182, + "Albumin_Level": 4.498248543, + "Alkaline_Phosphatase_Level": 56.78410742, + "Alanine_Aminotransferase_Level": 10.65932572, + "Aspartate_Aminotransferase_Level": 40.53907515, + "Creatinine_Level": 0.680441647, + "LDH_Level": 126.9052166, + "Calcium_Level": 8.500332994, + "Phosphorus_Level": 4.990796816, + "Glucose_Level": 94.01822085, + "Potassium_Level": 3.914441299, + "Sodium_Level": 135.4356327, + "Smoking_Pack_Years": 28.36243622 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.371484296, + "Phosphorus_Level": 3.989518547, + "Glucose_Level": 110.6191269, + "Potassium_Level": 4.720221306, + "Sodium_Level": 141.4117007, + "Smoking_Pack_Years": 82.43945732 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.64145618, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.05868273, + "White_Blood_Cell_Count": 5.890551116, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.91975425, + "White_Blood_Cell_Count": 7.135180624, + "Platelet_Count": 200.3087769, + "Albumin_Level": 4.635659737, + "Alkaline_Phosphatase_Level": 68.30923184, + "Alanine_Aminotransferase_Level": 14.00577536, + "Aspartate_Aminotransferase_Level": 11.12451146, + "Creatinine_Level": 1.109585914, + "LDH_Level": 154.6380138, + "Calcium_Level": 9.729120314, + "Phosphorus_Level": 3.201320341, + "Glucose_Level": 107.4693046, + "Potassium_Level": 3.545330874, + "Sodium_Level": 144.8652263, + "Smoking_Pack_Years": 19.55797984 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.22163118, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.95369763, + "White_Blood_Cell_Count": 4.926442451, + "Platelet_Count": 299.8415528, + "Albumin_Level": 3.693442445, + "Alkaline_Phosphatase_Level": 57.51378778, + "Alanine_Aminotransferase_Level": 17.74699562, + "Aspartate_Aminotransferase_Level": 32.18302322, + "Creatinine_Level": 1.411361201, + "LDH_Level": 102.5604601, + "Calcium_Level": 8.59153667, + "Phosphorus_Level": 3.145323655, + "Glucose_Level": 123.6313203, + "Potassium_Level": 3.6149316, + "Sodium_Level": 144.0932166, + "Smoking_Pack_Years": 36.56425215 + }, + { 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1.472108487, + "LDH_Level": 217.2925273, + "Calcium_Level": 9.064627338, + "Phosphorus_Level": 2.695052333, + "Glucose_Level": 110.9009395, + "Potassium_Level": 4.123998952, + "Sodium_Level": 140.7232414, + "Smoking_Pack_Years": 32.78745292 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.68986188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.92757043, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.17587389, + "White_Blood_Cell_Count": 6.761537434, + "Platelet_Count": 256.3152184, + "Albumin_Level": 4.33056926, + "Alkaline_Phosphatase_Level": 48.07059458, + "Alanine_Aminotransferase_Level": 21.90843293, + "Aspartate_Aminotransferase_Level": 49.00285522, + "Creatinine_Level": 0.941292317, + "LDH_Level": 107.8781861, + "Calcium_Level": 10.17312623, + "Phosphorus_Level": 2.639795391, + "Glucose_Level": 133.5425177, + "Potassium_Level": 4.384466632, + "Sodium_Level": 135.1232097, + "Smoking_Pack_Years": 33.88831266 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.23732511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.86019846, + "White_Blood_Cell_Count": 9.689120733, + "Platelet_Count": 395.8503533, + "Albumin_Level": 3.291412257, + "Alkaline_Phosphatase_Level": 70.52727544, + "Alanine_Aminotransferase_Level": 28.09881382, + "Aspartate_Aminotransferase_Level": 11.44205038, + "Creatinine_Level": 0.561491316, + "LDH_Level": 124.2552269, + "Calcium_Level": 8.232498117, + "Phosphorus_Level": 3.144892863, + "Glucose_Level": 95.86213163, + "Potassium_Level": 4.455939856, + "Sodium_Level": 141.1818412, + "Smoking_Pack_Years": 13.15834288 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.27482611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.97284641, + "White_Blood_Cell_Count": 9.336150011, + "Platelet_Count": 401.1692839, + "Albumin_Level": 3.524176498, + "Alkaline_Phosphatase_Level": 116.9568852, + "Alanine_Aminotransferase_Level": 9.680768545, + "Aspartate_Aminotransferase_Level": 43.74409041, + "Creatinine_Level": 0.58175746, + "LDH_Level": 186.0345107, + "Calcium_Level": 8.087292899, + "Phosphorus_Level": 2.821157101, + "Glucose_Level": 91.67200486, + "Potassium_Level": 3.546817858, + "Sodium_Level": 139.2210125, + "Smoking_Pack_Years": 65.30867919 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.38161502, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.45253978, + "White_Blood_Cell_Count": 9.627104244, + "Platelet_Count": 288.1246598, + "Albumin_Level": 4.406151162, + "Alkaline_Phosphatase_Level": 46.93483357, + "Alanine_Aminotransferase_Level": 18.77020152, + "Aspartate_Aminotransferase_Level": 21.89426988, + "Creatinine_Level": 0.507433344, + "LDH_Level": 200.1531133, + "Calcium_Level": 9.626138615, + "Phosphorus_Level": 2.956697654, + "Glucose_Level": 142.9350691, + "Potassium_Level": 4.84154968, + "Sodium_Level": 137.7153497, + "Smoking_Pack_Years": 80.26262573 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.38979838, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.02347738, + "White_Blood_Cell_Count": 5.304507974, + "Platelet_Count": 318.4541714, + "Albumin_Level": 3.382767475, + "Alkaline_Phosphatase_Level": 53.51821613, + "Alanine_Aminotransferase_Level": 21.10121891, + "Aspartate_Aminotransferase_Level": 20.30015228, + "Creatinine_Level": 1.440795416, + "LDH_Level": 229.7314493, + "Calcium_Level": 9.31205863, + "Phosphorus_Level": 2.956203627, + "Glucose_Level": 82.18563276, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 8.140750499, + "Aspartate_Aminotransferase_Level": 21.77996806, + "Creatinine_Level": 1.384344142, + "LDH_Level": 183.47292, + "Calcium_Level": 8.740832987, + "Phosphorus_Level": 4.077422217, + "Glucose_Level": 89.4520866, + "Potassium_Level": 3.999221468, + "Sodium_Level": 142.6530243, + "Smoking_Pack_Years": 88.34173111 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.24398558, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.23816729, + "White_Blood_Cell_Count": 7.856063632, + "Platelet_Count": 408.6320945, + "Albumin_Level": 4.483607727, + "Alkaline_Phosphatase_Level": 90.16683653, + "Alanine_Aminotransferase_Level": 20.31863085, + "Aspartate_Aminotransferase_Level": 19.09254034, + "Creatinine_Level": 1.476773188, + "LDH_Level": 151.2677727, + "Calcium_Level": 9.697148433, + "Phosphorus_Level": 2.864976935, + "Glucose_Level": 116.5879091, + "Potassium_Level": 4.806009036, + "Sodium_Level": 137.9388025, + "Smoking_Pack_Years": 2.5969588 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.29166752, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.538313, + "White_Blood_Cell_Count": 7.216295585, + "Platelet_Count": 211.4401742, + "Albumin_Level": 4.070582144, + "Alkaline_Phosphatase_Level": 54.77809916, + "Alanine_Aminotransferase_Level": 10.48244926, + "Aspartate_Aminotransferase_Level": 21.24789044, + "Creatinine_Level": 1.126904587, + "LDH_Level": 208.4617953, + "Calcium_Level": 9.02249344, + "Phosphorus_Level": 3.637738313, + 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"Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.15949305, + "White_Blood_Cell_Count": 7.792351566, + "Platelet_Count": 233.1236377, + "Albumin_Level": 4.237122287, + "Alkaline_Phosphatase_Level": 109.1586217, + "Alanine_Aminotransferase_Level": 31.98854629, + "Aspartate_Aminotransferase_Level": 35.36779769, + "Creatinine_Level": 1.163504575, + "LDH_Level": 164.4327936, + "Calcium_Level": 10.36657061, + "Phosphorus_Level": 3.640380487, + "Glucose_Level": 96.54395997, + "Potassium_Level": 4.347482569, + "Sodium_Level": 138.6909224, + "Smoking_Pack_Years": 68.08669818 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.66494853, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.85795774, + "White_Blood_Cell_Count": 5.504616428, + "Platelet_Count": 363.9992224, + "Albumin_Level": 3.415414945, + "Alkaline_Phosphatase_Level": 49.52210539, + "Alanine_Aminotransferase_Level": 17.54403466, + "Aspartate_Aminotransferase_Level": 13.92056292, + "Creatinine_Level": 1.0867957, + "LDH_Level": 100.4612235, + "Calcium_Level": 9.356368896, + "Phosphorus_Level": 4.85492311, + "Glucose_Level": 146.5706001, + "Potassium_Level": 4.954556935, + "Sodium_Level": 137.3994781, + "Smoking_Pack_Years": 91.52166935 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.996200347, + "Glucose_Level": 137.1348985, + "Potassium_Level": 3.997664901, + "Sodium_Level": 142.6097279, + "Smoking_Pack_Years": 91.5714049 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.82463986, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.55177395, + "White_Blood_Cell_Count": 9.828964257, + "Platelet_Count": 211.9210456, + "Albumin_Level": 3.26909722, + "Alkaline_Phosphatase_Level": 36.01065856, + "Alanine_Aminotransferase_Level": 25.50307244, + "Aspartate_Aminotransferase_Level": 11.19371327, + "Creatinine_Level": 0.723386765, + "LDH_Level": 122.8225243, + "Calcium_Level": 10.01052933, + "Phosphorus_Level": 3.55658155, + "Glucose_Level": 100.6946583, + "Potassium_Level": 4.214617125, + "Sodium_Level": 141.0870266, + "Smoking_Pack_Years": 47.54799449 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.68053624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.8386707, + "White_Blood_Cell_Count": 8.655773937, + "Platelet_Count": 182.6823127, + "Albumin_Level": 4.842860157, + "Alkaline_Phosphatase_Level": 86.6113259, + "Alanine_Aminotransferase_Level": 32.01502088, + "Aspartate_Aminotransferase_Level": 15.21065929, + "Creatinine_Level": 0.548087551, + "LDH_Level": 248.4405128, + "Calcium_Level": 9.81153612, + "Phosphorus_Level": 3.809529283, + "Glucose_Level": 143.3355438, + "Potassium_Level": 3.941122502, + "Sodium_Level": 143.6572569, + "Smoking_Pack_Years": 45.32124344 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.396095696, + "Phosphorus_Level": 4.238029556, + "Glucose_Level": 109.7118609, + "Potassium_Level": 3.547259235, + "Sodium_Level": 139.1689844, + "Smoking_Pack_Years": 41.17006843 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.48658968, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.51135226, + "White_Blood_Cell_Count": 6.594369452, + "Platelet_Count": 377.3959423, + "Albumin_Level": 3.839953398, + "Alkaline_Phosphatase_Level": 79.15826632, + "Alanine_Aminotransferase_Level": 10.50903618, + "Aspartate_Aminotransferase_Level": 25.69336413, + "Creatinine_Level": 0.737168602, + "LDH_Level": 106.3094825, + "Calcium_Level": 10.49325643, + "Phosphorus_Level": 3.895675627, + "Glucose_Level": 142.9230155, + "Potassium_Level": 3.627182413, + "Sodium_Level": 138.0441007, + "Smoking_Pack_Years": 59.56151117 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.29861471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.61331942, + "White_Blood_Cell_Count": 4.55393256, + "Platelet_Count": 385.5335556, + "Albumin_Level": 4.041417565, + "Alkaline_Phosphatase_Level": 62.40181532, + "Alanine_Aminotransferase_Level": 20.29827704, + "Aspartate_Aminotransferase_Level": 18.16367347, + "Creatinine_Level": 1.256078812, + "LDH_Level": 119.7248804, + "Calcium_Level": 8.742894471, + "Phosphorus_Level": 3.044190502, + "Glucose_Level": 84.31938786, + "Potassium_Level": 3.708450201, + "Sodium_Level": 144.6705857, + "Smoking_Pack_Years": 86.27221133 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.8768854, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.57726548, + "White_Blood_Cell_Count": 4.661441551, + "Platelet_Count": 271.3251447, + "Albumin_Level": 3.737747184, + "Alkaline_Phosphatase_Level": 66.71634965, + "Alanine_Aminotransferase_Level": 29.7350281, + "Aspartate_Aminotransferase_Level": 10.78229227, + "Creatinine_Level": 1.20214895, + "LDH_Level": 244.6683886, + "Calcium_Level": 9.078719269, + "Phosphorus_Level": 2.858927673, + "Glucose_Level": 92.7727962, + "Potassium_Level": 3.928066834, + "Sodium_Level": 142.7823434, + "Smoking_Pack_Years": 11.85121834 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.93395546, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.5244385, + "White_Blood_Cell_Count": 7.626254394, + "Platelet_Count": 218.3218689, + "Albumin_Level": 4.409870555, + "Alkaline_Phosphatase_Level": 109.5756428, + "Alanine_Aminotransferase_Level": 19.09176632, + "Aspartate_Aminotransferase_Level": 20.87277632, + "Creatinine_Level": 1.260346949, + "LDH_Level": 216.6767591, + "Calcium_Level": 10.03320565, + "Phosphorus_Level": 3.148532231, + "Glucose_Level": 140.4332565, + "Potassium_Level": 3.901285797, + "Sodium_Level": 141.5751684, + "Smoking_Pack_Years": 34.59969147 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.23549369, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.96291289, + "White_Blood_Cell_Count": 8.740867094, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.15024293, + "White_Blood_Cell_Count": 8.248475657, + "Platelet_Count": 398.4492579, + "Albumin_Level": 3.334823738, + "Alkaline_Phosphatase_Level": 74.63324175, + "Alanine_Aminotransferase_Level": 39.29967718, + "Aspartate_Aminotransferase_Level": 16.48847492, + "Creatinine_Level": 0.534469908, + "LDH_Level": 121.9684821, + "Calcium_Level": 10.31264608, + "Phosphorus_Level": 4.448893315, + "Glucose_Level": 91.95771029, + "Potassium_Level": 3.897489341, + "Sodium_Level": 139.6371315, + "Smoking_Pack_Years": 73.06931918 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.82996461, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + 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"LDH_Level": 177.6570194, + "Calcium_Level": 8.523915507, + "Phosphorus_Level": 4.321530724, + "Glucose_Level": 123.1469038, + "Potassium_Level": 4.08040302, + "Sodium_Level": 140.7211598, + "Smoking_Pack_Years": 2.154765977 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.97540423, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.42913918, + "White_Blood_Cell_Count": 8.465420141, + 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"Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.53903309, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.34619507, + "White_Blood_Cell_Count": 4.179289268, + "Platelet_Count": 419.7480991, + "Albumin_Level": 4.647502992, + "Alkaline_Phosphatase_Level": 93.44253974, + "Alanine_Aminotransferase_Level": 39.31886826, + "Aspartate_Aminotransferase_Level": 46.70491849, + "Creatinine_Level": 0.88317067, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.40708003, + "White_Blood_Cell_Count": 6.892477733, + "Platelet_Count": 409.7004762, + "Albumin_Level": 3.822619028, + "Alkaline_Phosphatase_Level": 88.94379167, + "Alanine_Aminotransferase_Level": 37.37397615, + "Aspartate_Aminotransferase_Level": 39.20341281, + "Creatinine_Level": 0.604813297, + "LDH_Level": 200.3153932, + "Calcium_Level": 9.135858952, + "Phosphorus_Level": 4.020046146, + "Glucose_Level": 98.46025586, + "Potassium_Level": 3.911732208, + "Sodium_Level": 142.1163311, + "Smoking_Pack_Years": 64.60888673 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.93464746, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.15714282, + "White_Blood_Cell_Count": 8.397750097, + "Platelet_Count": 179.2586228, + "Albumin_Level": 3.699271867, + "Alkaline_Phosphatase_Level": 112.3658305, + "Alanine_Aminotransferase_Level": 9.851308326, + "Aspartate_Aminotransferase_Level": 10.05201219, + "Creatinine_Level": 1.307795173, + "LDH_Level": 228.614553, + "Calcium_Level": 9.262764844, + "Phosphorus_Level": 3.31638441, + "Glucose_Level": 133.5578541, + "Potassium_Level": 3.563268417, + "Sodium_Level": 141.6085089, + "Smoking_Pack_Years": 21.5758756 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.6731919, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.41510787, + "White_Blood_Cell_Count": 4.842045689, + "Platelet_Count": 283.8085774, + "Albumin_Level": 4.267659781, + "Alkaline_Phosphatase_Level": 41.88767481, + "Alanine_Aminotransferase_Level": 26.04912888, + "Aspartate_Aminotransferase_Level": 23.77102773, + "Creatinine_Level": 1.126864524, + "LDH_Level": 161.8935008, + "Calcium_Level": 9.351251098, + "Phosphorus_Level": 4.455245313, + "Glucose_Level": 114.023587, + "Potassium_Level": 4.787096005, + "Sodium_Level": 135.3048658, + "Smoking_Pack_Years": 30.82461605 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.94568962, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.63249328, + "White_Blood_Cell_Count": 3.593932008, + "Platelet_Count": 363.0650251, + "Albumin_Level": 4.65969889, + "Alkaline_Phosphatase_Level": 113.500541, + "Alanine_Aminotransferase_Level": 6.131087819, + "Aspartate_Aminotransferase_Level": 11.80123673, + "Creatinine_Level": 0.637850016, + "LDH_Level": 164.8873345, + "Calcium_Level": 8.400871734, + "Phosphorus_Level": 4.604607339, + "Glucose_Level": 140.1920476, + "Potassium_Level": 3.728134999, + "Sodium_Level": 136.1441057, + "Smoking_Pack_Years": 13.15955135 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.80632488, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.37291098, + "White_Blood_Cell_Count": 8.037297443, + "Platelet_Count": 207.5389369, + "Albumin_Level": 3.353838847, + "Alkaline_Phosphatase_Level": 69.98668683, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.54214461, + "White_Blood_Cell_Count": 7.961572894, + "Platelet_Count": 234.1499302, + "Albumin_Level": 4.961237626, + "Alkaline_Phosphatase_Level": 85.28521891, + "Alanine_Aminotransferase_Level": 17.22341665, + "Aspartate_Aminotransferase_Level": 47.21945108, + "Creatinine_Level": 0.812193657, + "LDH_Level": 139.8455798, + "Calcium_Level": 9.886674647, + "Phosphorus_Level": 3.757863811, + "Glucose_Level": 81.39628879, + "Potassium_Level": 4.886057187, + "Sodium_Level": 135.7196469, + "Smoking_Pack_Years": 28.96722906 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.833309, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.25916598, + "White_Blood_Cell_Count": 8.280260948, + "Platelet_Count": 235.5871798, + "Albumin_Level": 4.710185145, + "Alkaline_Phosphatase_Level": 77.21839768, + "Alanine_Aminotransferase_Level": 24.49025489, + "Aspartate_Aminotransferase_Level": 31.20298171, + "Creatinine_Level": 1.191761214, + "LDH_Level": 220.4546129, + "Calcium_Level": 9.833324014, + "Phosphorus_Level": 3.931867256, + "Glucose_Level": 118.1898458, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.40602903, + "White_Blood_Cell_Count": 8.628333748, + "Platelet_Count": 247.0666668, + "Albumin_Level": 4.872206208, + "Alkaline_Phosphatase_Level": 70.2537394, + "Alanine_Aminotransferase_Level": 12.70152668, + "Aspartate_Aminotransferase_Level": 26.54565127, + "Creatinine_Level": 0.63744516, + "LDH_Level": 121.7214375, + "Calcium_Level": 8.900834967, + "Phosphorus_Level": 4.53432687, + "Glucose_Level": 149.4886929, + "Potassium_Level": 4.995666908, + "Sodium_Level": 144.3251648, + "Smoking_Pack_Years": 58.48478096 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.50611266, + "White_Blood_Cell_Count": 9.688709424, + "Platelet_Count": 442.7561468, + "Albumin_Level": 4.234201439, + "Alkaline_Phosphatase_Level": 68.68433348, + "Alanine_Aminotransferase_Level": 12.24817967, + "Aspartate_Aminotransferase_Level": 27.14058134, + "Creatinine_Level": 0.913428358, + "LDH_Level": 187.811953, + "Calcium_Level": 8.888927881, + "Phosphorus_Level": 4.466330827, + "Glucose_Level": 118.631384, + "Potassium_Level": 4.236804649, + "Sodium_Level": 138.9298471, + "Smoking_Pack_Years": 20.47340229 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.5598673, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.31585977, + "White_Blood_Cell_Count": 3.704049491, + "Platelet_Count": 289.5108708, + "Albumin_Level": 4.484536304, + "Alkaline_Phosphatase_Level": 112.8062557, + "Alanine_Aminotransferase_Level": 10.31326975, + "Aspartate_Aminotransferase_Level": 37.15255767, + "Creatinine_Level": 0.5886111, + "LDH_Level": 247.639885, + "Calcium_Level": 8.40307784, + "Phosphorus_Level": 3.283156865, + "Glucose_Level": 87.54056674, + "Potassium_Level": 4.348254166, + "Sodium_Level": 139.7010052, + "Smoking_Pack_Years": 18.26284928 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.27655701, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.25329444, + "White_Blood_Cell_Count": 9.318686361, + "Platelet_Count": 449.6405609, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.77864577, + "White_Blood_Cell_Count": 7.291430155, + "Platelet_Count": 308.7367523, + "Albumin_Level": 4.015741753, + "Alkaline_Phosphatase_Level": 102.9955191, + "Alanine_Aminotransferase_Level": 27.02514589, + "Aspartate_Aminotransferase_Level": 23.83929419, + "Creatinine_Level": 0.932403936, + "LDH_Level": 160.743148, + "Calcium_Level": 10.45134215, + "Phosphorus_Level": 3.629294053, + "Glucose_Level": 142.7790589, + "Potassium_Level": 4.180845906, + "Sodium_Level": 144.9866349, + "Smoking_Pack_Years": 58.24681508 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": 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8.464963842, + "Phosphorus_Level": 4.691201078, + "Glucose_Level": 116.3948443, + "Potassium_Level": 3.872862727, + "Sodium_Level": 137.7226537, + "Smoking_Pack_Years": 77.17502616 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.90473314, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.35543346, + "White_Blood_Cell_Count": 4.36720645, + "Platelet_Count": 331.6277755, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.95075943, + "White_Blood_Cell_Count": 9.81845331, + "Platelet_Count": 268.0290414, + "Albumin_Level": 3.919659578, + "Alkaline_Phosphatase_Level": 44.54347555, + "Alanine_Aminotransferase_Level": 22.28233836, + "Aspartate_Aminotransferase_Level": 28.72502137, + "Creatinine_Level": 0.996333101, + "LDH_Level": 227.338586, + "Calcium_Level": 10.24065059, + "Phosphorus_Level": 3.038328833, + "Glucose_Level": 86.75382923, + "Potassium_Level": 4.257163423, + "Sodium_Level": 142.5531432, + "Smoking_Pack_Years": 29.82975543 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.46879182, + "White_Blood_Cell_Count": 6.444172243, + "Platelet_Count": 231.4969093, + "Albumin_Level": 3.203483004, + "Alkaline_Phosphatase_Level": 60.66913909, + "Alanine_Aminotransferase_Level": 27.68925485, + "Aspartate_Aminotransferase_Level": 48.68556046, + "Creatinine_Level": 0.930849771, + "LDH_Level": 209.1932438, + "Calcium_Level": 9.314286658, + "Phosphorus_Level": 2.625131629, + "Glucose_Level": 73.06524813, + "Potassium_Level": 4.08891847, + "Sodium_Level": 138.6358761, + "Smoking_Pack_Years": 54.52360598 + }, + { + "Age": 66, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.44545492, + "White_Blood_Cell_Count": 4.296497669, + "Platelet_Count": 378.2543586, + "Albumin_Level": 4.991788645, + "Alkaline_Phosphatase_Level": 79.32689606, + "Alanine_Aminotransferase_Level": 14.35838076, + "Aspartate_Aminotransferase_Level": 20.77808068, + "Creatinine_Level": 1.022850052, + "LDH_Level": 165.3588394, + "Calcium_Level": 9.580373787, + "Phosphorus_Level": 4.527023079, + "Glucose_Level": 125.9590524, + "Potassium_Level": 3.66481835, + "Sodium_Level": 137.8220458, + "Smoking_Pack_Years": 44.87912262 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.48654803, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.83924218, + "White_Blood_Cell_Count": 7.177134831, + "Platelet_Count": 178.3159997, + "Albumin_Level": 4.993741493, + "Alkaline_Phosphatase_Level": 87.04300757, + "Alanine_Aminotransferase_Level": 10.59339302, + "Aspartate_Aminotransferase_Level": 34.02288796, + "Creatinine_Level": 1.084430705, + "LDH_Level": 160.4669119, + "Calcium_Level": 9.569059085, + "Phosphorus_Level": 3.413397756, + "Glucose_Level": 91.30421841, + "Potassium_Level": 3.838987956, + "Sodium_Level": 135.039291, + "Smoking_Pack_Years": 41.46324545 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.84323111, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.80638698, + "White_Blood_Cell_Count": 9.785887188, + "Platelet_Count": 160.6416266, + "Albumin_Level": 4.263382569, + "Alkaline_Phosphatase_Level": 84.48421371, + "Alanine_Aminotransferase_Level": 18.31527631, + "Aspartate_Aminotransferase_Level": 14.82510536, + "Creatinine_Level": 1.270545647, + "LDH_Level": 108.7416944, + "Calcium_Level": 8.820591402, + "Phosphorus_Level": 4.950824922, + "Glucose_Level": 87.15266758, + "Potassium_Level": 4.956791555, + "Sodium_Level": 143.6506428, + "Smoking_Pack_Years": 6.740725207 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.90719059, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.91071715, + "White_Blood_Cell_Count": 9.584654015, + "Platelet_Count": 370.0234413, + "Albumin_Level": 3.903746162, + "Alkaline_Phosphatase_Level": 113.5543998, + "Alanine_Aminotransferase_Level": 37.0019276, + "Aspartate_Aminotransferase_Level": 32.24835056, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.68471618, + "White_Blood_Cell_Count": 9.090534022, + "Platelet_Count": 304.8777043, + "Albumin_Level": 3.87554293, + "Alkaline_Phosphatase_Level": 57.75190993, + "Alanine_Aminotransferase_Level": 25.09885848, + "Aspartate_Aminotransferase_Level": 40.62941306, + "Creatinine_Level": 1.317851753, + "LDH_Level": 129.827311, + "Calcium_Level": 8.03892357, + "Phosphorus_Level": 4.840528773, + "Glucose_Level": 105.538117, + "Potassium_Level": 3.612876071, + "Sodium_Level": 137.6314754, + "Smoking_Pack_Years": 78.20248458 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.83125696, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 49.64170585, + "Creatinine_Level": 1.072665161, + "LDH_Level": 168.2687071, + "Calcium_Level": 8.175470178, + "Phosphorus_Level": 4.935651595, + "Glucose_Level": 143.3514747, + "Potassium_Level": 3.686899458, + "Sodium_Level": 137.8574563, + "Smoking_Pack_Years": 33.00524708 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.91139847, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 105, + 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.43336631, + "White_Blood_Cell_Count": 9.616934856, + "Platelet_Count": 157.1320569, + "Albumin_Level": 3.162741836, + "Alkaline_Phosphatase_Level": 44.32967622, + "Alanine_Aminotransferase_Level": 14.29836593, + "Aspartate_Aminotransferase_Level": 35.14228312, + "Creatinine_Level": 0.750616313, + "LDH_Level": 153.6473648, + "Calcium_Level": 10.47439562, + "Phosphorus_Level": 3.572514579, + "Glucose_Level": 141.6971228, + "Potassium_Level": 4.185830128, + "Sodium_Level": 141.8319828, + "Smoking_Pack_Years": 73.02486094 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.03567174, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 24.98960756, + "Aspartate_Aminotransferase_Level": 33.36955435, + "Creatinine_Level": 0.911246874, + "LDH_Level": 189.3839573, + "Calcium_Level": 8.605039285, + "Phosphorus_Level": 2.614457483, + "Glucose_Level": 91.9642978, + "Potassium_Level": 3.795369886, + "Sodium_Level": 141.8636274, + "Smoking_Pack_Years": 72.31566194 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.68288402, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.79627503, + "White_Blood_Cell_Count": 6.564412121, + "Platelet_Count": 258.584806, + "Albumin_Level": 3.884107709, + "Alkaline_Phosphatase_Level": 105.2752876, + "Alanine_Aminotransferase_Level": 12.18259157, + "Aspartate_Aminotransferase_Level": 46.62074157, + "Creatinine_Level": 1.366197485, + "LDH_Level": 148.6878629, + "Calcium_Level": 10.44258685, + "Phosphorus_Level": 4.605829092, + "Glucose_Level": 127.0838111, + "Potassium_Level": 3.603772338, + "Sodium_Level": 136.3824246, + "Smoking_Pack_Years": 81.10001538 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.52229685, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.44119393, + "White_Blood_Cell_Count": 6.926688784, + "Platelet_Count": 260.6862512, + "Albumin_Level": 4.089809585, + "Alkaline_Phosphatase_Level": 102.2482454, + "Alanine_Aminotransferase_Level": 24.21662002, + "Aspartate_Aminotransferase_Level": 34.63165572, + "Creatinine_Level": 0.900371895, + "LDH_Level": 110.4029349, + "Calcium_Level": 8.9948784, + "Phosphorus_Level": 4.482597254, + "Glucose_Level": 91.1705575, + "Potassium_Level": 4.903008965, + "Sodium_Level": 141.4102021, + "Smoking_Pack_Years": 3.064560673 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former 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166.6604042, + "Calcium_Level": 8.723441104, + "Phosphorus_Level": 3.281364228, + "Glucose_Level": 98.22287745, + "Potassium_Level": 4.028319975, + "Sodium_Level": 140.9230342, + "Smoking_Pack_Years": 26.220248 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.21910681, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.81861186, + "White_Blood_Cell_Count": 4.756904295, + "Platelet_Count": 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.66568557, + "White_Blood_Cell_Count": 9.002599052, + "Platelet_Count": 178.3367266, + "Albumin_Level": 3.421852201, + "Alkaline_Phosphatase_Level": 100.4888057, + "Alanine_Aminotransferase_Level": 16.77511321, + "Aspartate_Aminotransferase_Level": 16.92847998, + "Creatinine_Level": 1.052150674, + "LDH_Level": 106.353769, + "Calcium_Level": 9.721742582, + "Phosphorus_Level": 4.813777786, + "Glucose_Level": 93.90552501, + "Potassium_Level": 4.257357865, + "Sodium_Level": 142.4036271, + "Smoking_Pack_Years": 75.9640204 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.70895747, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.78181137, + "White_Blood_Cell_Count": 4.62610259, + "Platelet_Count": 235.2355549, + "Albumin_Level": 3.371139733, + "Alkaline_Phosphatase_Level": 98.81733949, + "Alanine_Aminotransferase_Level": 20.32353643, + "Aspartate_Aminotransferase_Level": 23.84985236, + "Creatinine_Level": 0.652863528, + "LDH_Level": 131.5191068, + "Calcium_Level": 9.649449259, + "Phosphorus_Level": 3.369422961, + "Glucose_Level": 109.8281531, + "Potassium_Level": 4.068584776, + "Sodium_Level": 142.0233458, + "Smoking_Pack_Years": 28.21245605 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.91833577, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.4710597, + "White_Blood_Cell_Count": 5.451417916, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.47115874, + "White_Blood_Cell_Count": 8.819567008, + "Platelet_Count": 447.3885014, + "Albumin_Level": 3.475018289, + "Alkaline_Phosphatase_Level": 56.84331563, + "Alanine_Aminotransferase_Level": 23.09782335, + "Aspartate_Aminotransferase_Level": 20.72564598, + "Creatinine_Level": 1.285165976, + "LDH_Level": 169.3984394, + "Calcium_Level": 9.044033329, + "Phosphorus_Level": 3.827214677, + "Glucose_Level": 90.49968423, + "Potassium_Level": 4.518345958, + "Sodium_Level": 140.5633999, + "Smoking_Pack_Years": 21.00200947 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.33437911, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.10760381, + "White_Blood_Cell_Count": 7.154566994, + "Platelet_Count": 182.8559432, + "Albumin_Level": 4.281796581, + "Alkaline_Phosphatase_Level": 89.50220961, + "Alanine_Aminotransferase_Level": 37.94087848, + "Aspartate_Aminotransferase_Level": 11.3004216, + "Creatinine_Level": 0.616876047, + "LDH_Level": 129.4219311, + "Calcium_Level": 10.42269195, + "Phosphorus_Level": 4.002818349, + "Glucose_Level": 110.4148031, + "Potassium_Level": 3.800459482, + "Sodium_Level": 139.5521002, + "Smoking_Pack_Years": 86.97275656 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.82480218, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.97475143, + "White_Blood_Cell_Count": 4.218584573, + "Platelet_Count": 406.2767025, + "Albumin_Level": 4.064126401, + "Alkaline_Phosphatase_Level": 83.23930775, + "Alanine_Aminotransferase_Level": 33.64077376, + "Aspartate_Aminotransferase_Level": 27.55905262, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.14302057, + "White_Blood_Cell_Count": 9.034226256, + "Platelet_Count": 288.704118, + "Albumin_Level": 3.164741318, + "Alkaline_Phosphatase_Level": 80.45386181, + "Alanine_Aminotransferase_Level": 31.03429786, + "Aspartate_Aminotransferase_Level": 34.721575, + "Creatinine_Level": 1.316368651, + "LDH_Level": 113.2460992, + "Calcium_Level": 9.244936506, + "Phosphorus_Level": 4.912572619, + "Glucose_Level": 90.50522324, + "Potassium_Level": 3.518212748, + "Sodium_Level": 142.4946746, + "Smoking_Pack_Years": 65.12163539 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.70574399, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.73552384, + "White_Blood_Cell_Count": 7.362674487, + "Platelet_Count": 209.0103471, + "Albumin_Level": 3.718771075, + "Alkaline_Phosphatase_Level": 58.33296396, + "Alanine_Aminotransferase_Level": 32.43765317, + "Aspartate_Aminotransferase_Level": 42.49768822, + "Creatinine_Level": 0.786068908, + "LDH_Level": 105.5486007, + "Calcium_Level": 10.01970064, + "Phosphorus_Level": 3.514351831, + "Glucose_Level": 77.01800371, + "Potassium_Level": 4.742842473, + "Sodium_Level": 141.2614545, + "Smoking_Pack_Years": 54.83881386 + }, + { 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"Creatinine_Level": 1.474539297, + "LDH_Level": 176.1349121, + "Calcium_Level": 8.787087599, + "Phosphorus_Level": 2.998237244, + "Glucose_Level": 141.2611013, + "Potassium_Level": 3.746219688, + "Sodium_Level": 136.155135, + "Smoking_Pack_Years": 78.25934576 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.78930665, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.38416009, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.52339345, + "White_Blood_Cell_Count": 5.248106576, + "Platelet_Count": 252.6203303, + "Albumin_Level": 3.241160171, + "Alkaline_Phosphatase_Level": 101.5945438, + "Alanine_Aminotransferase_Level": 23.38351662, + "Aspartate_Aminotransferase_Level": 21.53934292, + "Creatinine_Level": 0.882548955, + "LDH_Level": 208.2537831, + "Calcium_Level": 8.512513292, + "Phosphorus_Level": 2.737281293, + "Glucose_Level": 70.77086511, + "Potassium_Level": 4.868458299, + "Sodium_Level": 139.8265754, + "Smoking_Pack_Years": 52.87163008 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.34618282, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 17.96949696, + "Creatinine_Level": 0.630493561, + "LDH_Level": 130.0031675, + "Calcium_Level": 8.174950124, + "Phosphorus_Level": 4.050880125, + "Glucose_Level": 142.4388644, + "Potassium_Level": 3.866620747, + "Sodium_Level": 135.4878932, + "Smoking_Pack_Years": 32.3840259 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.14251727, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.50027764, + "White_Blood_Cell_Count": 7.125851655, + "Platelet_Count": 256.7954917, + "Albumin_Level": 4.845751207, + "Alkaline_Phosphatase_Level": 62.50173461, + "Alanine_Aminotransferase_Level": 28.09692554, + "Aspartate_Aminotransferase_Level": 26.83800103, + "Creatinine_Level": 1.075303807, + "LDH_Level": 158.1913673, + "Calcium_Level": 9.743637993, + "Phosphorus_Level": 3.571921291, + "Glucose_Level": 72.54575487, + "Potassium_Level": 4.628872071, + "Sodium_Level": 139.4727747, + "Smoking_Pack_Years": 68.54721778 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.39549927, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.07878967, + "White_Blood_Cell_Count": 6.46863656, + "Platelet_Count": 425.1422668, + "Albumin_Level": 4.676569216, + "Alkaline_Phosphatase_Level": 37.98514284, + "Alanine_Aminotransferase_Level": 39.86709003, + "Aspartate_Aminotransferase_Level": 47.88949452, + "Creatinine_Level": 0.924228615, + "LDH_Level": 122.1294705, + "Calcium_Level": 8.371984621, + "Phosphorus_Level": 3.480802962, + "Glucose_Level": 108.253421, + "Potassium_Level": 4.288710743, + "Sodium_Level": 138.9870199, + "Smoking_Pack_Years": 99.74876522 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.56074218, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.39037363, + "White_Blood_Cell_Count": 5.105150048, + "Platelet_Count": 313.8052987, + "Albumin_Level": 3.147485976, + "Alkaline_Phosphatase_Level": 51.09827213, + "Alanine_Aminotransferase_Level": 22.13271612, + "Aspartate_Aminotransferase_Level": 14.73583032, + "Creatinine_Level": 1.187887206, + "LDH_Level": 139.7843069, + "Calcium_Level": 9.079927206, + "Phosphorus_Level": 3.884121569, + "Glucose_Level": 146.871823, + "Potassium_Level": 3.687136456, + "Sodium_Level": 138.4919162, + "Smoking_Pack_Years": 19.16422145 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.72984804, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.33037164, + "White_Blood_Cell_Count": 8.424180591, + "Platelet_Count": 179.3057742, + "Albumin_Level": 4.247831555, + "Alkaline_Phosphatase_Level": 41.99048038, + "Alanine_Aminotransferase_Level": 11.71534691, + "Aspartate_Aminotransferase_Level": 40.07019645, + "Creatinine_Level": 0.876117749, + "LDH_Level": 165.9562234, + "Calcium_Level": 9.803331393, + "Phosphorus_Level": 3.734512499, + "Glucose_Level": 76.17235168, + "Potassium_Level": 4.351141788, + "Sodium_Level": 143.4203416, + "Smoking_Pack_Years": 92.94233874 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.45041634, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.4895521, + "White_Blood_Cell_Count": 3.784453095, + "Platelet_Count": 258.3972736, + "Albumin_Level": 3.921894037, + "Alkaline_Phosphatase_Level": 94.02779238, + "Alanine_Aminotransferase_Level": 30.82363301, + "Aspartate_Aminotransferase_Level": 14.88880574, + "Creatinine_Level": 1.357659349, + "LDH_Level": 152.5736048, + "Calcium_Level": 10.33417506, + "Phosphorus_Level": 4.915477784, + "Glucose_Level": 86.00013189, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.72023142, + "White_Blood_Cell_Count": 8.510787069, + "Platelet_Count": 192.6471896, + "Albumin_Level": 3.700210594, + "Alkaline_Phosphatase_Level": 102.1775074, + "Alanine_Aminotransferase_Level": 21.10699352, + "Aspartate_Aminotransferase_Level": 12.8684192, + "Creatinine_Level": 1.280367441, + "LDH_Level": 100.3073378, + "Calcium_Level": 8.362286535, + "Phosphorus_Level": 3.924412144, + "Glucose_Level": 136.4048974, + "Potassium_Level": 4.7904553, + "Sodium_Level": 141.5812332, + "Smoking_Pack_Years": 40.99724651 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.05796404, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.83271313, + "White_Blood_Cell_Count": 3.929809783, + "Platelet_Count": 313.926469, + "Albumin_Level": 3.60159644, + "Alkaline_Phosphatase_Level": 80.97620539, + "Alanine_Aminotransferase_Level": 30.49002433, + "Aspartate_Aminotransferase_Level": 23.01969858, + "Creatinine_Level": 0.873602378, + "LDH_Level": 194.6744642, + "Calcium_Level": 9.573426579, + "Phosphorus_Level": 3.606429619, + "Glucose_Level": 111.9643435, + "Potassium_Level": 3.931317779, + "Sodium_Level": 137.7992741, + "Smoking_Pack_Years": 65.32845266 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.13102825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.72931497, + "White_Blood_Cell_Count": 3.878383035, + "Platelet_Count": 203.9407683, + "Albumin_Level": 3.734376245, + "Alkaline_Phosphatase_Level": 99.29423915, + "Alanine_Aminotransferase_Level": 30.5098935, + "Aspartate_Aminotransferase_Level": 40.54024068, + "Creatinine_Level": 0.576070327, + "LDH_Level": 130.7454067, + "Calcium_Level": 8.832707699, + "Phosphorus_Level": 2.826933836, + "Glucose_Level": 85.9233557, + "Potassium_Level": 4.498999386, + "Sodium_Level": 140.413728, + "Smoking_Pack_Years": 46.97069434 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.64401036, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.6655372, + "White_Blood_Cell_Count": 9.060853673, + "Platelet_Count": 262.8537412, + "Albumin_Level": 3.591796706, + "Alkaline_Phosphatase_Level": 51.1373259, + "Alanine_Aminotransferase_Level": 28.97519265, + "Aspartate_Aminotransferase_Level": 36.00588731, + "Creatinine_Level": 1.313279042, + "LDH_Level": 171.7373027, + "Calcium_Level": 9.335789742, + "Phosphorus_Level": 3.800997867, + "Glucose_Level": 98.61957676, + "Potassium_Level": 3.513017709, + "Sodium_Level": 142.8489461, + "Smoking_Pack_Years": 73.90904644 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.5739423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.49383445, + "White_Blood_Cell_Count": 7.663063256, + "Platelet_Count": 242.7511336, + "Albumin_Level": 3.915013345, + "Alkaline_Phosphatase_Level": 75.33923724, + "Alanine_Aminotransferase_Level": 14.05531869, + "Aspartate_Aminotransferase_Level": 40.08867942, + "Creatinine_Level": 0.699049562, + "LDH_Level": 110.90983, + "Calcium_Level": 9.610593897, + "Phosphorus_Level": 2.664170626, + "Glucose_Level": 124.4133574, + "Potassium_Level": 3.564078004, + "Sodium_Level": 139.5241197, + "Smoking_Pack_Years": 37.72495392 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.67788145, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.05681377, + "White_Blood_Cell_Count": 7.93747032, + "Platelet_Count": 425.7612586, + "Albumin_Level": 4.566050684, + "Alkaline_Phosphatase_Level": 49.61207875, + "Alanine_Aminotransferase_Level": 36.07202797, + "Aspartate_Aminotransferase_Level": 34.40277181, + "Creatinine_Level": 1.348226707, + "LDH_Level": 138.9028232, + "Calcium_Level": 9.857551916, + "Phosphorus_Level": 4.7555168, + "Glucose_Level": 129.0675953, + "Potassium_Level": 3.982604837, + "Sodium_Level": 141.8491044, + "Smoking_Pack_Years": 13.30163278 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.13897845, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.99729019, + "White_Blood_Cell_Count": 9.904100282, + "Platelet_Count": 274.5538047, + "Albumin_Level": 4.084981315, + "Alkaline_Phosphatase_Level": 73.22655074, + "Alanine_Aminotransferase_Level": 6.288618323, + "Aspartate_Aminotransferase_Level": 44.7162695, + "Creatinine_Level": 0.669486759, + "LDH_Level": 130.1310175, + "Calcium_Level": 9.946794241, + "Phosphorus_Level": 3.689986043, + "Glucose_Level": 127.2359827, + "Potassium_Level": 3.745981001, + "Sodium_Level": 140.1988538, + "Smoking_Pack_Years": 70.66655878 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.73210236, + "Tumor_Location": 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126.8193187, + "Potassium_Level": 4.440116702, + "Sodium_Level": 138.2909561, + "Smoking_Pack_Years": 69.64980054 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.42199157, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.35836881, + "White_Blood_Cell_Count": 8.382579363, + "Platelet_Count": 267.1850785, + "Albumin_Level": 4.842200693, + "Alkaline_Phosphatase_Level": 48.81138315, + "Alanine_Aminotransferase_Level": 12.22727967, + "Aspartate_Aminotransferase_Level": 10.96731784, + "Creatinine_Level": 0.958051477, + "LDH_Level": 217.0090482, + "Calcium_Level": 8.971989577, + "Phosphorus_Level": 2.848274988, + "Glucose_Level": 89.24923526, + "Potassium_Level": 4.692675153, + "Sodium_Level": 135.8237456, + "Smoking_Pack_Years": 5.152136045 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.77631063, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.57445034, + "White_Blood_Cell_Count": 7.016350379, + "Platelet_Count": 286.0328389, + "Albumin_Level": 4.327814658, + "Alkaline_Phosphatase_Level": 115.5014649, + "Alanine_Aminotransferase_Level": 37.89704465, + "Aspartate_Aminotransferase_Level": 39.62496092, + "Creatinine_Level": 0.836297624, + "LDH_Level": 137.7958841, + "Calcium_Level": 8.910466296, + "Phosphorus_Level": 4.64984229, + "Glucose_Level": 115.7810487, + "Potassium_Level": 3.775079391, + "Sodium_Level": 139.3766784, + "Smoking_Pack_Years": 18.0948116 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.84342647, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.54413016, + "White_Blood_Cell_Count": 5.525908772, + "Platelet_Count": 299.0791031, + "Albumin_Level": 3.913888773, + "Alkaline_Phosphatase_Level": 71.79987532, + "Alanine_Aminotransferase_Level": 8.422630105, + "Aspartate_Aminotransferase_Level": 49.28765001, + "Creatinine_Level": 0.517374681, + "LDH_Level": 155.5766851, + "Calcium_Level": 9.760561346, + "Phosphorus_Level": 2.735054153, + "Glucose_Level": 77.81172871, + "Potassium_Level": 3.676836492, + "Sodium_Level": 138.6524483, + "Smoking_Pack_Years": 21.34397536 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.8419307, + "Tumor_Location": 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63.45891272, + "Alanine_Aminotransferase_Level": 15.28042363, + "Aspartate_Aminotransferase_Level": 44.14750628, + "Creatinine_Level": 0.571698648, + "LDH_Level": 190.2228306, + "Calcium_Level": 10.22228783, + "Phosphorus_Level": 3.646172605, + "Glucose_Level": 114.065844, + "Potassium_Level": 4.029744735, + "Sodium_Level": 135.654874, + "Smoking_Pack_Years": 33.01001398 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.84184715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.09939372, + "White_Blood_Cell_Count": 7.11578646, + "Platelet_Count": 183.3175486, + "Albumin_Level": 4.923724406, + "Alkaline_Phosphatase_Level": 30.2414816, + "Alanine_Aminotransferase_Level": 36.46093544, + "Aspartate_Aminotransferase_Level": 36.23881877, + "Creatinine_Level": 0.785620619, + "LDH_Level": 114.1264489, + "Calcium_Level": 10.18689322, + "Phosphorus_Level": 4.545754718, + "Glucose_Level": 101.1527645, + "Potassium_Level": 4.407418212, + "Sodium_Level": 138.5866634, + "Smoking_Pack_Years": 57.1252009 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 65.63940557, + "Alanine_Aminotransferase_Level": 10.57325984, + "Aspartate_Aminotransferase_Level": 17.80506071, + "Creatinine_Level": 0.970335595, + "LDH_Level": 140.4269623, + "Calcium_Level": 9.250989567, + "Phosphorus_Level": 3.849387929, + "Glucose_Level": 133.6200651, + "Potassium_Level": 4.369720031, + "Sodium_Level": 136.5971425, + "Smoking_Pack_Years": 63.28534631 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.59067702, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.95302609, + "White_Blood_Cell_Count": 9.64387825, + "Platelet_Count": 205.2742228, + "Albumin_Level": 4.616639797, + "Alkaline_Phosphatase_Level": 31.2251519, + "Alanine_Aminotransferase_Level": 5.062751966, + "Aspartate_Aminotransferase_Level": 29.58944732, + "Creatinine_Level": 0.920969575, + "LDH_Level": 211.3094063, + "Calcium_Level": 10.36884543, + "Phosphorus_Level": 3.617228127, + "Glucose_Level": 104.9719259, + "Potassium_Level": 4.533720696, + "Sodium_Level": 140.3596433, + "Smoking_Pack_Years": 96.42049144 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.5243345, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.55848884, + "White_Blood_Cell_Count": 9.475736287, + "Platelet_Count": 354.4132767, + "Albumin_Level": 4.855935736, + "Alkaline_Phosphatase_Level": 58.35039649, + "Alanine_Aminotransferase_Level": 8.506610902, + "Aspartate_Aminotransferase_Level": 46.70001345, + "Creatinine_Level": 0.764465769, + "LDH_Level": 171.9965735, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.99874087, + "White_Blood_Cell_Count": 5.84604518, + "Platelet_Count": 360.3460483, + "Albumin_Level": 3.881436053, + "Alkaline_Phosphatase_Level": 109.9464288, + "Alanine_Aminotransferase_Level": 39.08675093, + "Aspartate_Aminotransferase_Level": 14.28888934, + "Creatinine_Level": 1.271139744, + "LDH_Level": 227.9629201, + "Calcium_Level": 9.102695752, + "Phosphorus_Level": 3.544112847, + "Glucose_Level": 110.2187861, + "Potassium_Level": 4.02229983, + "Sodium_Level": 138.3051473, + "Smoking_Pack_Years": 15.61525234 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.96919365, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.80660512, + "White_Blood_Cell_Count": 7.336479945, + "Platelet_Count": 273.5997846, + "Albumin_Level": 3.605986214, + "Alkaline_Phosphatase_Level": 112.9559532, + "Alanine_Aminotransferase_Level": 26.68028593, + "Aspartate_Aminotransferase_Level": 35.92868527, + "Creatinine_Level": 0.996691913, + "LDH_Level": 168.8939671, + "Calcium_Level": 9.986393658, + "Phosphorus_Level": 3.107831952, + "Glucose_Level": 126.5753364, + "Potassium_Level": 4.222616417, + "Sodium_Level": 135.0417175, + "Smoking_Pack_Years": 11.63613077 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.29466918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.38593979, + "White_Blood_Cell_Count": 7.477125056, + "Platelet_Count": 356.3077331, + "Albumin_Level": 4.176926019, + "Alkaline_Phosphatase_Level": 43.14610567, + "Alanine_Aminotransferase_Level": 37.15634588, + "Aspartate_Aminotransferase_Level": 24.57875763, + "Creatinine_Level": 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"Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.56565916, + "White_Blood_Cell_Count": 5.536114808, + "Platelet_Count": 246.5790542, + "Albumin_Level": 3.007693106, + "Alkaline_Phosphatase_Level": 45.91393352, + "Alanine_Aminotransferase_Level": 14.10817094, + "Aspartate_Aminotransferase_Level": 25.64404171, + "Creatinine_Level": 1.251426591, + "LDH_Level": 147.0512932, + "Calcium_Level": 10.07418132, + "Phosphorus_Level": 4.164911547, + "Glucose_Level": 146.3613591, + "Potassium_Level": 4.204447855, + "Sodium_Level": 135.5957169, + "Smoking_Pack_Years": 77.50317233 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.82474448, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.50608068, + "White_Blood_Cell_Count": 7.568808243, + "Platelet_Count": 216.3085188, + "Albumin_Level": 4.374687671, + "Alkaline_Phosphatase_Level": 112.3219517, + "Alanine_Aminotransferase_Level": 37.24402411, + "Aspartate_Aminotransferase_Level": 12.26422261, + "Creatinine_Level": 0.516307059, + "LDH_Level": 174.717649, + "Calcium_Level": 9.888021251, + "Phosphorus_Level": 2.728741531, + "Glucose_Level": 126.6584997, + "Potassium_Level": 4.994128581, + "Sodium_Level": 141.4052531, + "Smoking_Pack_Years": 57.0151531 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.26551816, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.22685885, + "White_Blood_Cell_Count": 5.623995234, + "Platelet_Count": 447.2064422, + "Albumin_Level": 3.649347505, + "Alkaline_Phosphatase_Level": 111.2301744, + "Alanine_Aminotransferase_Level": 38.04026403, + "Aspartate_Aminotransferase_Level": 25.77447557, + "Creatinine_Level": 0.909563623, + "LDH_Level": 152.203088, + "Calcium_Level": 8.894919008, + "Phosphorus_Level": 3.692961369, + "Glucose_Level": 131.1683716, + "Potassium_Level": 3.668084817, + "Sodium_Level": 140.9503685, + "Smoking_Pack_Years": 46.78826931 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.19879049, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.16569225, + "White_Blood_Cell_Count": 9.089200231, + "Platelet_Count": 310.3055578, + "Albumin_Level": 3.767111751, + "Alkaline_Phosphatase_Level": 64.05369299, + "Alanine_Aminotransferase_Level": 15.5191686, + "Aspartate_Aminotransferase_Level": 19.42647625, + "Creatinine_Level": 1.208650392, + "LDH_Level": 207.2464244, + "Calcium_Level": 8.427546769, + "Phosphorus_Level": 3.095436228, + "Glucose_Level": 114.9914164, + 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"Alanine_Aminotransferase_Level": 24.45950738, + "Aspartate_Aminotransferase_Level": 21.85747291, + "Creatinine_Level": 0.512170301, + "LDH_Level": 183.079072, + "Calcium_Level": 9.110907342, + "Phosphorus_Level": 4.123595079, + "Glucose_Level": 83.19201, + "Potassium_Level": 3.797679521, + "Sodium_Level": 142.3385188, + "Smoking_Pack_Years": 4.443996593 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.8558733, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.36718159, + "White_Blood_Cell_Count": 5.561248678, + "Platelet_Count": 389.9985108, + "Albumin_Level": 4.386466685, + "Alkaline_Phosphatase_Level": 63.49462466, + "Alanine_Aminotransferase_Level": 33.56463682, + "Aspartate_Aminotransferase_Level": 28.46707171, + "Creatinine_Level": 1.221655429, + "LDH_Level": 248.8211071, + "Calcium_Level": 9.52529888, + "Phosphorus_Level": 4.232803882, + "Glucose_Level": 78.56271953, + "Potassium_Level": 3.92068321, + "Sodium_Level": 138.9218472, + "Smoking_Pack_Years": 66.16573494 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.84804907, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 80.14044967, + "Alanine_Aminotransferase_Level": 18.66903212, + "Aspartate_Aminotransferase_Level": 35.12622962, + "Creatinine_Level": 0.89360742, + "LDH_Level": 207.9652338, + "Calcium_Level": 8.131743622, + "Phosphorus_Level": 4.691939853, + "Glucose_Level": 89.30173615, + "Potassium_Level": 3.648699274, + "Sodium_Level": 143.1249707, + "Smoking_Pack_Years": 96.6584022 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.32906746, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.33765073, + "White_Blood_Cell_Count": 5.440978538, + "Platelet_Count": 371.065621, + "Albumin_Level": 3.218546712, + "Alkaline_Phosphatase_Level": 111.8892031, + "Alanine_Aminotransferase_Level": 18.03120763, + "Aspartate_Aminotransferase_Level": 36.76037809, + "Creatinine_Level": 0.551245925, + "LDH_Level": 227.1658639, + "Calcium_Level": 10.13042874, + "Phosphorus_Level": 3.203580584, + "Glucose_Level": 126.6494063, + "Potassium_Level": 3.787780629, + "Sodium_Level": 142.117936, + "Smoking_Pack_Years": 94.0595252 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.327647439, + "Phosphorus_Level": 4.85542997, + "Glucose_Level": 119.6683474, + "Potassium_Level": 4.234662155, + "Sodium_Level": 144.3677528, + "Smoking_Pack_Years": 73.42232701 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.22950969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.35543107, + "White_Blood_Cell_Count": 6.335833363, + "Platelet_Count": 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"Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.65207809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.99395118, + "White_Blood_Cell_Count": 8.132859954, + "Platelet_Count": 195.0599999, + "Albumin_Level": 3.677454902, + "Alkaline_Phosphatase_Level": 91.98115568, + "Alanine_Aminotransferase_Level": 30.08460265, + "Aspartate_Aminotransferase_Level": 27.16543587, + "Creatinine_Level": 0.508690262, + "LDH_Level": 240.7828429, + "Calcium_Level": 9.319566037, + "Phosphorus_Level": 3.218776925, + "Glucose_Level": 76.71099934, + "Potassium_Level": 4.26648576, + "Sodium_Level": 144.2882685, + "Smoking_Pack_Years": 18.7860613 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.31132311, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.4663123, + "White_Blood_Cell_Count": 6.435618242, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.72026119, + "White_Blood_Cell_Count": 3.910745271, + "Platelet_Count": 248.8554169, + "Albumin_Level": 3.799227515, + "Alkaline_Phosphatase_Level": 39.67539414, + "Alanine_Aminotransferase_Level": 17.79412911, + "Aspartate_Aminotransferase_Level": 47.26676541, + "Creatinine_Level": 0.531317367, + "LDH_Level": 103.1405141, + "Calcium_Level": 9.795198796, + "Phosphorus_Level": 3.484020448, + "Glucose_Level": 120.849771, + "Potassium_Level": 3.657239487, + "Sodium_Level": 138.36815, + "Smoking_Pack_Years": 91.78227523 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.4048582, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.47574519, + "White_Blood_Cell_Count": 8.061933868, + "Platelet_Count": 335.2305639, + "Albumin_Level": 3.364599766, + "Alkaline_Phosphatase_Level": 87.46259882, + "Alanine_Aminotransferase_Level": 23.6133713, + "Aspartate_Aminotransferase_Level": 19.69820381, + "Creatinine_Level": 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{ + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.32116397, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.76008514, + "White_Blood_Cell_Count": 9.450805664, + "Platelet_Count": 394.6121905, + "Albumin_Level": 4.841087612, + "Alkaline_Phosphatase_Level": 88.69262928, + "Alanine_Aminotransferase_Level": 9.547218965, + "Aspartate_Aminotransferase_Level": 41.60752205, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.09890164, + "White_Blood_Cell_Count": 6.785870876, + "Platelet_Count": 400.8166403, + "Albumin_Level": 3.11286818, + "Alkaline_Phosphatase_Level": 38.91626509, + "Alanine_Aminotransferase_Level": 7.148356109, + "Aspartate_Aminotransferase_Level": 12.02370715, + "Creatinine_Level": 1.085903561, + "LDH_Level": 125.6472079, + "Calcium_Level": 8.816092261, + "Phosphorus_Level": 3.431436611, + "Glucose_Level": 133.6942738, + "Potassium_Level": 3.76480322, + "Sodium_Level": 137.6601754, + "Smoking_Pack_Years": 75.81879843 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.77154848, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.88689274, + "White_Blood_Cell_Count": 4.272169012, + "Platelet_Count": 434.5632636, + "Albumin_Level": 4.991378618, + "Alkaline_Phosphatase_Level": 82.11872426, + "Alanine_Aminotransferase_Level": 30.13055176, + "Aspartate_Aminotransferase_Level": 26.28688068, + "Creatinine_Level": 1.465997044, + "LDH_Level": 141.894545, + "Calcium_Level": 9.27127859, + "Phosphorus_Level": 2.824485508, + "Glucose_Level": 99.25378312, + "Potassium_Level": 4.012797117, + "Sodium_Level": 144.5715198, + "Smoking_Pack_Years": 99.90751668 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.89746175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.0446148, + "White_Blood_Cell_Count": 7.602230605, + "Platelet_Count": 372.6871588, + "Albumin_Level": 4.011341678, + "Alkaline_Phosphatase_Level": 65.3969873, + "Alanine_Aminotransferase_Level": 29.00513093, + "Aspartate_Aminotransferase_Level": 15.3459975, + "Creatinine_Level": 0.959300809, + "LDH_Level": 130.1225115, + "Calcium_Level": 8.439043511, + "Phosphorus_Level": 2.844212365, + "Glucose_Level": 91.42887897, + "Potassium_Level": 4.243766881, + "Sodium_Level": 136.3409207, + "Smoking_Pack_Years": 75.25020585 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.5283358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.07759128, + "White_Blood_Cell_Count": 8.045909975, + "Platelet_Count": 265.2440541, + "Albumin_Level": 3.315238778, + "Alkaline_Phosphatase_Level": 41.8164383, + "Alanine_Aminotransferase_Level": 6.100930077, + "Aspartate_Aminotransferase_Level": 34.04075274, + "Creatinine_Level": 1.190446187, + "LDH_Level": 126.8630083, + "Calcium_Level": 8.621767683, + "Phosphorus_Level": 3.077044132, + "Glucose_Level": 84.78085049, + "Potassium_Level": 4.820873027, + "Sodium_Level": 140.0221225, + "Smoking_Pack_Years": 63.07618775 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.8760557, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.15270099, + "White_Blood_Cell_Count": 4.450539586, + "Platelet_Count": 207.7387854, + "Albumin_Level": 4.760150777, + "Alkaline_Phosphatase_Level": 67.3809789, + "Alanine_Aminotransferase_Level": 29.2538207, + "Aspartate_Aminotransferase_Level": 48.12597453, + "Creatinine_Level": 1.499390859, + "LDH_Level": 245.2537403, + "Calcium_Level": 9.668064484, + "Phosphorus_Level": 4.591429466, + "Glucose_Level": 127.9325264, + "Potassium_Level": 3.80501357, + "Sodium_Level": 137.9719275, + "Smoking_Pack_Years": 7.943147258 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.63618835, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.92790955, + "White_Blood_Cell_Count": 6.534895924, + "Platelet_Count": 162.0768479, + "Albumin_Level": 4.217664508, + "Alkaline_Phosphatase_Level": 100.0651877, + "Alanine_Aminotransferase_Level": 24.32790866, + "Aspartate_Aminotransferase_Level": 33.8402911, + "Creatinine_Level": 1.247417271, + "LDH_Level": 161.4176549, + "Calcium_Level": 8.891891378, + "Phosphorus_Level": 4.492009686, + "Glucose_Level": 138.5565422, + "Potassium_Level": 3.849739082, + "Sodium_Level": 140.9162955, + "Smoking_Pack_Years": 76.93422993 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.15609887, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.65351181, + "White_Blood_Cell_Count": 9.683394137, + "Platelet_Count": 328.1172931, + "Albumin_Level": 4.746827428, + "Alkaline_Phosphatase_Level": 67.90354331, + "Alanine_Aminotransferase_Level": 10.18658637, + "Aspartate_Aminotransferase_Level": 49.54358659, + "Creatinine_Level": 1.400405152, + "LDH_Level": 143.5478589, + "Calcium_Level": 9.236229455, + "Phosphorus_Level": 4.569546676, + "Glucose_Level": 130.5128645, + "Potassium_Level": 4.505116662, + "Sodium_Level": 135.0054261, + "Smoking_Pack_Years": 84.88831003 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.34422229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.62585108, + "White_Blood_Cell_Count": 7.836115279, + "Platelet_Count": 232.1728149, + "Albumin_Level": 3.34166117, + "Alkaline_Phosphatase_Level": 70.5212802, + "Alanine_Aminotransferase_Level": 37.7439474, + "Aspartate_Aminotransferase_Level": 37.8834517, + "Creatinine_Level": 0.952000278, + "LDH_Level": 151.1712204, + "Calcium_Level": 9.081221328, + "Phosphorus_Level": 3.057498851, + "Glucose_Level": 145.5985046, + "Potassium_Level": 4.730855427, + "Sodium_Level": 144.7258733, + "Smoking_Pack_Years": 30.70623898 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.48547801, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.15664696, + "White_Blood_Cell_Count": 5.551419132, + "Platelet_Count": 391.867656, + "Albumin_Level": 4.993690662, + "Alkaline_Phosphatase_Level": 117.7091934, + "Alanine_Aminotransferase_Level": 28.0807668, + "Aspartate_Aminotransferase_Level": 14.99957404, + "Creatinine_Level": 1.073642752, + "LDH_Level": 154.3974273, + "Calcium_Level": 9.570440745, + "Phosphorus_Level": 2.676370524, + "Glucose_Level": 139.5087026, + "Potassium_Level": 3.618219101, + "Sodium_Level": 135.9802051, + "Smoking_Pack_Years": 41.84613606 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.75724668, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.35518728, + "White_Blood_Cell_Count": 7.088193133, + "Platelet_Count": 341.7643315, + "Albumin_Level": 4.918231515, + "Alkaline_Phosphatase_Level": 47.71816516, + "Alanine_Aminotransferase_Level": 14.45518796, + "Aspartate_Aminotransferase_Level": 39.23723922, + "Creatinine_Level": 0.907033847, + "LDH_Level": 201.815578, + "Calcium_Level": 10.43050469, + "Phosphorus_Level": 3.857474887, + "Glucose_Level": 78.97733239, + "Potassium_Level": 4.787442826, + "Sodium_Level": 143.520347, + "Smoking_Pack_Years": 51.07814342 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.41628235, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.32530831, + "White_Blood_Cell_Count": 6.134335369, + "Platelet_Count": 244.524684, + "Albumin_Level": 3.84945384, + "Alkaline_Phosphatase_Level": 70.2786723, + "Alanine_Aminotransferase_Level": 35.41950217, + "Aspartate_Aminotransferase_Level": 16.25985659, + "Creatinine_Level": 1.487649376, + "LDH_Level": 133.6257691, + "Calcium_Level": 9.998417761, + "Phosphorus_Level": 3.048130877, + "Glucose_Level": 119.0398881, + "Potassium_Level": 4.990368799, + "Sodium_Level": 143.2508456, + "Smoking_Pack_Years": 7.603305949 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.72150018, + "Tumor_Location": "Lower 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76.16691725, + "Potassium_Level": 4.464722747, + "Sodium_Level": 141.6158181, + "Smoking_Pack_Years": 42.96738102 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.23348182, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.7134884, + "White_Blood_Cell_Count": 3.674610703, + "Platelet_Count": 394.7197079, + "Albumin_Level": 3.890785164, + "Alkaline_Phosphatase_Level": 41.09605322, + "Alanine_Aminotransferase_Level": 15.42558825, + "Aspartate_Aminotransferase_Level": 21.14184509, + "Creatinine_Level": 0.871093924, + "LDH_Level": 211.8567, + "Calcium_Level": 10.3952586, + "Phosphorus_Level": 4.11632445, + "Glucose_Level": 122.0286372, + "Potassium_Level": 4.475761359, + "Sodium_Level": 144.1682229, + "Smoking_Pack_Years": 78.66061867 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.29286306, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.26311105, + "White_Blood_Cell_Count": 7.943994212, + "Platelet_Count": 197.2287311, + "Albumin_Level": 4.764236316, + "Alkaline_Phosphatase_Level": 60.09351679, + "Alanine_Aminotransferase_Level": 20.94798019, + "Aspartate_Aminotransferase_Level": 46.58040558, + "Creatinine_Level": 0.792517557, + "LDH_Level": 100.1318234, + "Calcium_Level": 9.0761648, + "Phosphorus_Level": 3.994419088, + "Glucose_Level": 118.5834598, + "Potassium_Level": 4.175321952, + "Sodium_Level": 143.5066493, + "Smoking_Pack_Years": 91.50427396 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.0611686, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.2317282, + "White_Blood_Cell_Count": 6.467369882, + "Platelet_Count": 423.1763065, + "Albumin_Level": 4.935681333, + "Alkaline_Phosphatase_Level": 103.8452446, + "Alanine_Aminotransferase_Level": 18.39411597, + "Aspartate_Aminotransferase_Level": 37.51634124, + "Creatinine_Level": 0.808488876, + "LDH_Level": 117.5468496, + "Calcium_Level": 8.95405363, + "Phosphorus_Level": 4.371418393, + "Glucose_Level": 141.9455023, + "Potassium_Level": 3.72113586, + "Sodium_Level": 136.1063438, + "Smoking_Pack_Years": 19.600888 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.16033929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.3202632, + "White_Blood_Cell_Count": 4.693856505, + "Platelet_Count": 271.9610059, + "Albumin_Level": 4.640774683, + "Alkaline_Phosphatase_Level": 64.50055146, + "Alanine_Aminotransferase_Level": 12.40283602, + "Aspartate_Aminotransferase_Level": 46.13475225, + "Creatinine_Level": 0.838460823, + "LDH_Level": 100.7042086, + "Calcium_Level": 9.10558647, + "Phosphorus_Level": 3.267209368, + 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104.452695, + "Alanine_Aminotransferase_Level": 31.27387562, + "Aspartate_Aminotransferase_Level": 31.60215182, + "Creatinine_Level": 1.442424199, + "LDH_Level": 155.844744, + "Calcium_Level": 9.94173602, + "Phosphorus_Level": 4.462504828, + "Glucose_Level": 106.9661254, + "Potassium_Level": 3.905443603, + "Sodium_Level": 135.7341709, + "Smoking_Pack_Years": 96.92484771 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.65694564, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.97193186, + "White_Blood_Cell_Count": 8.125481641, + "Platelet_Count": 190.715695, + "Albumin_Level": 3.40160425, + "Alkaline_Phosphatase_Level": 34.04628439, + "Alanine_Aminotransferase_Level": 37.04530404, + "Aspartate_Aminotransferase_Level": 48.04341955, + "Creatinine_Level": 0.820697612, + "LDH_Level": 186.6097381, + "Calcium_Level": 9.743796084, + "Phosphorus_Level": 3.14709369, + "Glucose_Level": 82.40937366, + "Potassium_Level": 3.903829608, + "Sodium_Level": 139.2589798, + "Smoking_Pack_Years": 37.80781781 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.31331019, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.6762516, + "White_Blood_Cell_Count": 3.864251738, + "Platelet_Count": 437.3534009, + "Albumin_Level": 4.39146222, + "Alkaline_Phosphatase_Level": 97.96636382, + "Alanine_Aminotransferase_Level": 23.93057836, + "Aspartate_Aminotransferase_Level": 28.1119328, + "Creatinine_Level": 0.675405584, + "LDH_Level": 216.2306562, + "Calcium_Level": 8.048735669, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 72.81537182, + "Alanine_Aminotransferase_Level": 9.847462012, + "Aspartate_Aminotransferase_Level": 31.52219505, + "Creatinine_Level": 1.005868233, + "LDH_Level": 141.6737705, + "Calcium_Level": 8.213282856, + "Phosphorus_Level": 4.632570135, + "Glucose_Level": 119.304141, + "Potassium_Level": 3.970269775, + "Sodium_Level": 136.3322922, + "Smoking_Pack_Years": 67.27330598 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.20787484, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Tumor_Size_mm": 12.373168, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.07662183, + "White_Blood_Cell_Count": 3.8720222, + "Platelet_Count": 287.8231365, + "Albumin_Level": 3.392914497, + "Alkaline_Phosphatase_Level": 97.82687169, + "Alanine_Aminotransferase_Level": 24.88264195, + "Aspartate_Aminotransferase_Level": 21.59946576, + "Creatinine_Level": 0.553014566, + "LDH_Level": 181.0727593, + "Calcium_Level": 9.581679885, + "Phosphorus_Level": 4.660117593, + "Glucose_Level": 115.0673429, + "Potassium_Level": 3.660521718, + "Sodium_Level": 139.5591622, + "Smoking_Pack_Years": 47.68573572 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.50626926, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.41271212, + "White_Blood_Cell_Count": 6.672813425, + "Platelet_Count": 296.4446634, + "Albumin_Level": 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"Tumor_Size_mm": 21.03416538, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.73681616, + "White_Blood_Cell_Count": 7.931483111, + "Platelet_Count": 192.829735, + "Albumin_Level": 4.805808826, + "Alkaline_Phosphatase_Level": 72.59244797, + "Alanine_Aminotransferase_Level": 26.14539632, + "Aspartate_Aminotransferase_Level": 47.07932932, + "Creatinine_Level": 0.789674836, + "LDH_Level": 204.6063969, + "Calcium_Level": 10.32108301, + "Phosphorus_Level": 4.044914807, + "Glucose_Level": 148.88701, + "Potassium_Level": 4.679123149, + "Sodium_Level": 137.5706889, + "Smoking_Pack_Years": 88.83876929 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.55983485, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.77870279, + "White_Blood_Cell_Count": 9.691701577, + "Platelet_Count": 298.4011012, + "Albumin_Level": 4.530027856, + "Alkaline_Phosphatase_Level": 62.87573438, + "Alanine_Aminotransferase_Level": 20.47894172, + "Aspartate_Aminotransferase_Level": 47.65013719, + "Creatinine_Level": 1.142036085, + "LDH_Level": 245.2112685, + "Calcium_Level": 10.36927596, + "Phosphorus_Level": 3.307351074, + "Glucose_Level": 139.8887834, + "Potassium_Level": 4.012687646, + "Sodium_Level": 142.8631305, + "Smoking_Pack_Years": 34.19247455 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.92011394, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Phosphorus_Level": 2.667469702, + "Glucose_Level": 101.8877516, + "Potassium_Level": 3.89266657, + "Sodium_Level": 136.009469, + "Smoking_Pack_Years": 71.28636227 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.5215604, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.53657567, + "White_Blood_Cell_Count": 9.95611179, + "Platelet_Count": 410.1133968, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.28400981, + "White_Blood_Cell_Count": 7.429330636, + "Platelet_Count": 438.7841387, + "Albumin_Level": 4.68180375, + "Alkaline_Phosphatase_Level": 114.656223, + "Alanine_Aminotransferase_Level": 8.645341752, + "Aspartate_Aminotransferase_Level": 25.82023757, + "Creatinine_Level": 0.53029251, + "LDH_Level": 104.672525, + "Calcium_Level": 9.146190783, + "Phosphorus_Level": 4.700814235, + "Glucose_Level": 72.73825114, + "Potassium_Level": 4.845619253, + "Sodium_Level": 144.7035143, + "Smoking_Pack_Years": 39.11718662 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": 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9.953993841, + "Phosphorus_Level": 3.939728795, + "Glucose_Level": 132.673327, + "Potassium_Level": 4.147328654, + "Sodium_Level": 144.7390364, + "Smoking_Pack_Years": 15.96865975 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.20112795, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.68735661, + "White_Blood_Cell_Count": 5.057669143, + "Platelet_Count": 416.3692218, + 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.23731028, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.62817488, + "White_Blood_Cell_Count": 9.901087593, + "Platelet_Count": 290.313774, + "Albumin_Level": 4.620236695, + "Alkaline_Phosphatase_Level": 31.81373598, + "Alanine_Aminotransferase_Level": 11.54753584, + "Aspartate_Aminotransferase_Level": 26.31658649, + "Creatinine_Level": 1.282092921, + "LDH_Level": 156.1025293, + "Calcium_Level": 8.275151081, + "Phosphorus_Level": 4.553398215, + "Glucose_Level": 96.55799333, + "Potassium_Level": 4.0081153, + "Sodium_Level": 137.4475881, + "Smoking_Pack_Years": 76.02264408 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.22358564, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.24818282, + "White_Blood_Cell_Count": 6.191361607, 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.99563384, + "White_Blood_Cell_Count": 6.76972394, + "Platelet_Count": 378.428221, + "Albumin_Level": 3.68168408, + "Alkaline_Phosphatase_Level": 112.3482568, + "Alanine_Aminotransferase_Level": 13.60453051, + "Aspartate_Aminotransferase_Level": 46.64670751, + "Creatinine_Level": 1.454554132, + "LDH_Level": 189.701599, + "Calcium_Level": 9.669826943, + "Phosphorus_Level": 2.744866005, + "Glucose_Level": 135.3661314, + "Potassium_Level": 4.713527668, + "Sodium_Level": 136.5177985, + "Smoking_Pack_Years": 62.06950063 + }, + { + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.25264969, + "White_Blood_Cell_Count": 6.840874447, + "Platelet_Count": 440.0661947, + "Albumin_Level": 4.634002912, + "Alkaline_Phosphatase_Level": 39.43121844, + "Alanine_Aminotransferase_Level": 29.02908115, + "Aspartate_Aminotransferase_Level": 34.69968292, + "Creatinine_Level": 1.348193672, + "LDH_Level": 178.7361898, + "Calcium_Level": 9.469115176, + "Phosphorus_Level": 3.103036334, + "Glucose_Level": 115.0191964, + "Potassium_Level": 4.25718353, + "Sodium_Level": 140.9723626, + "Smoking_Pack_Years": 47.41228891 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.30149206, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "African 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.01489299, + "White_Blood_Cell_Count": 7.557750471, + "Platelet_Count": 257.8268064, + "Albumin_Level": 3.568064827, + "Alkaline_Phosphatase_Level": 77.38034639, + "Alanine_Aminotransferase_Level": 5.306595001, + "Aspartate_Aminotransferase_Level": 44.40858415, + "Creatinine_Level": 1.41691006, + "LDH_Level": 145.9701583, + "Calcium_Level": 9.931575529, + "Phosphorus_Level": 4.398608648, + "Glucose_Level": 81.44765828, + "Potassium_Level": 3.653288847, + "Sodium_Level": 135.8773486, + "Smoking_Pack_Years": 64.3722357 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.99129948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.32752955, + "White_Blood_Cell_Count": 6.358911124, + "Platelet_Count": 189.8214907, + "Albumin_Level": 3.8784047, + "Alkaline_Phosphatase_Level": 39.50388029, + "Alanine_Aminotransferase_Level": 7.388800742, + "Aspartate_Aminotransferase_Level": 30.77724058, + "Creatinine_Level": 0.755626228, + "LDH_Level": 146.6713461, + "Calcium_Level": 8.357977406, + "Phosphorus_Level": 4.261055276, + "Glucose_Level": 104.4859787, + "Potassium_Level": 4.10502683, + "Sodium_Level": 138.3239728, + "Smoking_Pack_Years": 28.89691943 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.17032237, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.88749687, + "White_Blood_Cell_Count": 6.520738246, + "Platelet_Count": 252.4043339, + "Albumin_Level": 3.88988861, + "Alkaline_Phosphatase_Level": 74.43745983, + "Alanine_Aminotransferase_Level": 13.08284004, + "Aspartate_Aminotransferase_Level": 22.98508281, + "Creatinine_Level": 1.230959453, + "LDH_Level": 244.3878525, + "Calcium_Level": 9.335671106, + "Phosphorus_Level": 4.798581907, + "Glucose_Level": 99.17273645, + "Potassium_Level": 4.674193794, + "Sodium_Level": 137.9494799, + "Smoking_Pack_Years": 73.39870248 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.26130896, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.51493336, + "White_Blood_Cell_Count": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.71646183, + "White_Blood_Cell_Count": 6.406178672, + "Platelet_Count": 237.1606787, + "Albumin_Level": 4.933933044, + "Alkaline_Phosphatase_Level": 76.10053686, + "Alanine_Aminotransferase_Level": 5.716857073, + "Aspartate_Aminotransferase_Level": 38.53985495, + "Creatinine_Level": 1.003984965, + "LDH_Level": 226.2798074, + "Calcium_Level": 8.276488143, + "Phosphorus_Level": 2.903166433, + "Glucose_Level": 81.93173029, + "Potassium_Level": 3.731620209, + "Sodium_Level": 144.38305, + "Smoking_Pack_Years": 12.73113707 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.50532124, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.25667014, + "White_Blood_Cell_Count": 4.458889451, + "Platelet_Count": 165.1317804, + "Albumin_Level": 4.34330815, + "Alkaline_Phosphatase_Level": 74.5289269, + "Alanine_Aminotransferase_Level": 30.72737371, + "Aspartate_Aminotransferase_Level": 17.90773817, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.91153922, + "White_Blood_Cell_Count": 6.03801914, + "Platelet_Count": 415.0792925, + "Albumin_Level": 3.816887371, + "Alkaline_Phosphatase_Level": 37.87096308, + "Alanine_Aminotransferase_Level": 24.73364028, + "Aspartate_Aminotransferase_Level": 28.20916895, + "Creatinine_Level": 1.254985405, + "LDH_Level": 108.494122, + "Calcium_Level": 8.409148841, + "Phosphorus_Level": 4.39035289, + "Glucose_Level": 136.3446311, + "Potassium_Level": 4.184977256, + "Sodium_Level": 141.0458014, + "Smoking_Pack_Years": 80.24091383 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.07007824, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.41691514, + "White_Blood_Cell_Count": 5.94644873, + "Platelet_Count": 275.6976188, + "Albumin_Level": 3.853024191, + "Alkaline_Phosphatase_Level": 98.37615518, + "Alanine_Aminotransferase_Level": 22.33265799, + "Aspartate_Aminotransferase_Level": 42.33158661, + "Creatinine_Level": 1.257361019, + "LDH_Level": 152.1710269, + "Calcium_Level": 9.383531918, + "Phosphorus_Level": 4.381106994, + "Glucose_Level": 137.0416228, + "Potassium_Level": 3.905492168, + "Sodium_Level": 140.685377, + "Smoking_Pack_Years": 39.00890883 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.68726619, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.71779699, + "White_Blood_Cell_Count": 8.469755399, + "Platelet_Count": 271.8035753, + "Albumin_Level": 3.945234399, + "Alkaline_Phosphatase_Level": 94.99661272, + "Alanine_Aminotransferase_Level": 25.40823359, + "Aspartate_Aminotransferase_Level": 25.02993725, + "Creatinine_Level": 0.916871254, + "LDH_Level": 212.1761199, + "Calcium_Level": 9.453618276, + "Phosphorus_Level": 4.892167446, + "Glucose_Level": 123.8405604, + "Potassium_Level": 4.331712438, + "Sodium_Level": 141.2505709, + "Smoking_Pack_Years": 67.23306351 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.16929839, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.61823247, + "White_Blood_Cell_Count": 6.92425497, + "Platelet_Count": 362.4984117, + "Albumin_Level": 3.092487125, + "Alkaline_Phosphatase_Level": 80.16830791, + "Alanine_Aminotransferase_Level": 26.8066726, + "Aspartate_Aminotransferase_Level": 30.31575403, + "Creatinine_Level": 0.538605933, + "LDH_Level": 155.5818536, + "Calcium_Level": 9.094330489, + "Phosphorus_Level": 2.797854833, + "Glucose_Level": 124.1458221, + "Potassium_Level": 3.745732978, + "Sodium_Level": 140.1502716, + "Smoking_Pack_Years": 66.36457426 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Tumor_Size_mm": 83.15602658, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.22554344, + "White_Blood_Cell_Count": 8.450571667, + "Platelet_Count": 313.8380217, + "Albumin_Level": 3.430201521, + "Alkaline_Phosphatase_Level": 71.85357295, + "Alanine_Aminotransferase_Level": 11.32412167, + "Aspartate_Aminotransferase_Level": 46.09866531, + "Creatinine_Level": 1.384292631, + "LDH_Level": 111.696822, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.52576064, + "White_Blood_Cell_Count": 9.058945546, + "Platelet_Count": 385.6056542, + "Albumin_Level": 3.598656025, + "Alkaline_Phosphatase_Level": 84.44316291, + "Alanine_Aminotransferase_Level": 11.54601842, + "Aspartate_Aminotransferase_Level": 37.91639945, + "Creatinine_Level": 1.027719952, + "LDH_Level": 235.7148627, + "Calcium_Level": 8.874109984, + "Phosphorus_Level": 4.367760173, + "Glucose_Level": 114.7549062, + "Potassium_Level": 4.526170065, + "Sodium_Level": 137.0541372, + "Smoking_Pack_Years": 11.45883981 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.23838846, + "White_Blood_Cell_Count": 3.665295676, + "Platelet_Count": 339.343134, + "Albumin_Level": 4.038536664, + "Alkaline_Phosphatase_Level": 103.404716, + "Alanine_Aminotransferase_Level": 33.1382557, + "Aspartate_Aminotransferase_Level": 21.92308925, + "Creatinine_Level": 1.278982703, + "LDH_Level": 205.2437786, + "Calcium_Level": 8.753362292, + "Phosphorus_Level": 2.528103937, + "Glucose_Level": 136.5973658, + "Potassium_Level": 3.649572861, + "Sodium_Level": 139.0721473, + "Smoking_Pack_Years": 15.80111943 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.96124394, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.78396361, + "White_Blood_Cell_Count": 6.087959756, + "Platelet_Count": 434.3925484, + "Albumin_Level": 3.347465177, + "Alkaline_Phosphatase_Level": 119.8896038, + "Alanine_Aminotransferase_Level": 22.98843662, + "Aspartate_Aminotransferase_Level": 32.45459303, + "Creatinine_Level": 1.218772624, + "LDH_Level": 246.9350456, + "Calcium_Level": 10.44022373, + "Phosphorus_Level": 4.650815413, + "Glucose_Level": 139.7091711, + "Potassium_Level": 4.046824965, + "Sodium_Level": 143.1053453, + "Smoking_Pack_Years": 89.57802757 + }, + { 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.08085524, + "White_Blood_Cell_Count": 4.259668328, + "Platelet_Count": 351.8070398, + "Albumin_Level": 3.667419117, + "Alkaline_Phosphatase_Level": 97.76166311, + "Alanine_Aminotransferase_Level": 32.48466144, + "Aspartate_Aminotransferase_Level": 15.61232248, + "Creatinine_Level": 0.815030584, + "LDH_Level": 246.2060755, + "Calcium_Level": 9.241981889, + "Phosphorus_Level": 3.81645955, + "Glucose_Level": 74.22437283, + "Potassium_Level": 4.063748611, + "Sodium_Level": 143.303927, + "Smoking_Pack_Years": 83.64671336 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.56782024, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.39074802, + "White_Blood_Cell_Count": 9.946008939, + "Platelet_Count": 159.0751275, + "Albumin_Level": 4.324703414, + "Alkaline_Phosphatase_Level": 40.41119455, + "Alanine_Aminotransferase_Level": 20.32735572, + "Aspartate_Aminotransferase_Level": 25.15048223, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.70318448, + "White_Blood_Cell_Count": 3.504619531, + "Platelet_Count": 311.5801005, + "Albumin_Level": 4.013017574, + "Alkaline_Phosphatase_Level": 34.59281916, + "Alanine_Aminotransferase_Level": 37.98683684, + "Aspartate_Aminotransferase_Level": 15.23163799, + "Creatinine_Level": 0.579024679, + "LDH_Level": 147.1321407, + "Calcium_Level": 9.591295078, + "Phosphorus_Level": 2.782641318, + "Glucose_Level": 106.4274334, + "Potassium_Level": 4.100625643, + "Sodium_Level": 135.5728573, + "Smoking_Pack_Years": 45.33369377 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.19118851, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.4566352, + "White_Blood_Cell_Count": 4.316062046, + "Platelet_Count": 404.0657746, + "Albumin_Level": 4.409778519, + "Alkaline_Phosphatase_Level": 36.62348631, + "Alanine_Aminotransferase_Level": 39.67767324, + "Aspartate_Aminotransferase_Level": 30.42577425, + "Creatinine_Level": 1.147845488, + "LDH_Level": 195.9129699, + "Calcium_Level": 9.314758261, + "Phosphorus_Level": 3.87801358, + "Glucose_Level": 70.84279088, + "Potassium_Level": 4.679630485, + "Sodium_Level": 138.2951771, + "Smoking_Pack_Years": 14.89977193 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.16068174, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.93084978, + "White_Blood_Cell_Count": 9.680245815, + "Platelet_Count": 344.9235864, + "Albumin_Level": 4.677001249, + "Alkaline_Phosphatase_Level": 117.7972208, + "Alanine_Aminotransferase_Level": 9.102557487, + "Aspartate_Aminotransferase_Level": 18.97337791, + "Creatinine_Level": 1.35960035, + "LDH_Level": 103.0830484, + "Calcium_Level": 8.826981006, + "Phosphorus_Level": 3.14165981, + "Glucose_Level": 139.390974, + "Potassium_Level": 3.910402802, + "Sodium_Level": 135.4588562, + "Smoking_Pack_Years": 52.61779559 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.0930665, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.95233277, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.99035087, + "White_Blood_Cell_Count": 8.437369847, + "Platelet_Count": 287.4494024, + "Albumin_Level": 3.255089256, + "Alkaline_Phosphatase_Level": 80.12784159, + "Alanine_Aminotransferase_Level": 26.70089309, + "Aspartate_Aminotransferase_Level": 21.23538055, + "Creatinine_Level": 1.08033155, + "LDH_Level": 209.6932745, + "Calcium_Level": 10.01639857, + "Phosphorus_Level": 4.360696276, + "Glucose_Level": 116.2457119, + "Potassium_Level": 4.595217637, + "Sodium_Level": 141.148673, + "Smoking_Pack_Years": 80.31906292 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.49859753, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.91942658, + "White_Blood_Cell_Count": 5.462800316, + "Platelet_Count": 177.6919054, + "Albumin_Level": 4.373118163, + "Alkaline_Phosphatase_Level": 94.66546048, + "Alanine_Aminotransferase_Level": 20.54743133, + "Aspartate_Aminotransferase_Level": 28.52917683, + "Creatinine_Level": 0.848089573, + "LDH_Level": 103.7492074, + "Calcium_Level": 8.339269827, + "Phosphorus_Level": 3.317840221, + "Glucose_Level": 107.5057869, + "Potassium_Level": 3.992147167, + "Sodium_Level": 143.1958495, + "Smoking_Pack_Years": 40.89188132 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.41863094, + "White_Blood_Cell_Count": 8.779940483, + "Platelet_Count": 396.6116535, + "Albumin_Level": 3.275879143, + "Alkaline_Phosphatase_Level": 112.1716117, + "Alanine_Aminotransferase_Level": 30.47536703, + "Aspartate_Aminotransferase_Level": 14.69529897, + "Creatinine_Level": 0.734486136, + "LDH_Level": 148.4305689, + "Calcium_Level": 9.500366973, + "Phosphorus_Level": 2.55975276, + "Glucose_Level": 125.4299704, + "Potassium_Level": 4.608872399, + "Sodium_Level": 135.0993155, + "Smoking_Pack_Years": 88.34666957 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.82868636, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.93281965, + "White_Blood_Cell_Count": 8.889617264, + "Platelet_Count": 380.5392665, + "Albumin_Level": 3.77875126, + "Alkaline_Phosphatase_Level": 85.46559373, + "Alanine_Aminotransferase_Level": 38.78195102, + "Aspartate_Aminotransferase_Level": 17.3883883, + "Creatinine_Level": 1.270498191, + "LDH_Level": 207.1920468, + "Calcium_Level": 10.14891828, + "Phosphorus_Level": 3.828299021, + "Glucose_Level": 144.628752, + "Potassium_Level": 3.639195938, + "Sodium_Level": 135.0659559, + "Smoking_Pack_Years": 36.35614325 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.26901847, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.44739554, + "White_Blood_Cell_Count": 4.12352438, + "Platelet_Count": 439.2027673, + "Albumin_Level": 4.039816066, + "Alkaline_Phosphatase_Level": 56.23126474, + "Alanine_Aminotransferase_Level": 21.30004051, + "Aspartate_Aminotransferase_Level": 49.76525075, + "Creatinine_Level": 1.079169142, + "LDH_Level": 217.5803492, + "Calcium_Level": 9.913461457, + "Phosphorus_Level": 4.467778633, + "Glucose_Level": 120.598095, + "Potassium_Level": 4.622208732, + "Sodium_Level": 143.1557129, + "Smoking_Pack_Years": 4.963578745 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.25735911, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.39024936, + "White_Blood_Cell_Count": 8.876987747, + "Platelet_Count": 313.1767544, + "Albumin_Level": 4.157066494, + "Alkaline_Phosphatase_Level": 60.62951681, + "Alanine_Aminotransferase_Level": 30.97898872, + "Aspartate_Aminotransferase_Level": 19.55073628, + "Creatinine_Level": 0.509866858, + "LDH_Level": 171.6855456, + "Calcium_Level": 9.553814791, + "Phosphorus_Level": 3.094624923, + "Glucose_Level": 111.110369, + "Potassium_Level": 3.688139206, + "Sodium_Level": 141.7380321, + "Smoking_Pack_Years": 12.49271485 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.16476945, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.77052385, + "White_Blood_Cell_Count": 4.293407151, + "Platelet_Count": 251.4087557, + "Albumin_Level": 3.880345156, + "Alkaline_Phosphatase_Level": 46.0146187, + "Alanine_Aminotransferase_Level": 38.74698739, + "Aspartate_Aminotransferase_Level": 42.16523143, + "Creatinine_Level": 0.596154323, + "LDH_Level": 147.581793, + "Calcium_Level": 8.15860976, + "Phosphorus_Level": 3.237137404, + "Glucose_Level": 86.3270582, + "Potassium_Level": 4.586989592, + "Sodium_Level": 139.8230725, + "Smoking_Pack_Years": 9.843964318 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.64939586, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.47410842, + "White_Blood_Cell_Count": 7.580513463, + "Platelet_Count": 393.6637064, + "Albumin_Level": 3.213149703, + "Alkaline_Phosphatase_Level": 118.4531166, + "Alanine_Aminotransferase_Level": 24.33442854, + "Aspartate_Aminotransferase_Level": 40.89317508, + "Creatinine_Level": 0.672552414, + "LDH_Level": 159.4312886, + "Calcium_Level": 8.597704341, + "Phosphorus_Level": 3.479784823, + "Glucose_Level": 122.7532994, + "Potassium_Level": 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38.574551, + "Aspartate_Aminotransferase_Level": 34.52193905, + "Creatinine_Level": 0.901598944, + "LDH_Level": 218.7888117, + "Calcium_Level": 10.11138626, + "Phosphorus_Level": 3.956205588, + "Glucose_Level": 121.6951809, + "Potassium_Level": 4.256883899, + "Sodium_Level": 140.563533, + "Smoking_Pack_Years": 89.27941231 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.52232133, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 86, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.03795658, + "White_Blood_Cell_Count": 3.767064141, + "Platelet_Count": 266.3889875, + "Albumin_Level": 3.611138593, + "Alkaline_Phosphatase_Level": 46.69998868, + "Alanine_Aminotransferase_Level": 8.693821295, + "Aspartate_Aminotransferase_Level": 22.21116073, + "Creatinine_Level": 0.768756935, + "LDH_Level": 105.5623766, + "Calcium_Level": 10.26994776, + "Phosphorus_Level": 4.819933781, + "Glucose_Level": 79.18498104, + "Potassium_Level": 3.744844295, + "Sodium_Level": 137.0896498, + "Smoking_Pack_Years": 88.73754872 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.72600658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.5767671, + "White_Blood_Cell_Count": 7.62280081, + "Platelet_Count": 368.8292399, + "Albumin_Level": 3.32050078, + "Alkaline_Phosphatase_Level": 106.0353469, + "Alanine_Aminotransferase_Level": 28.55263666, + "Aspartate_Aminotransferase_Level": 17.93682271, + "Creatinine_Level": 1.14882884, + "LDH_Level": 237.8809749, + "Calcium_Level": 9.743591168, + "Phosphorus_Level": 2.777425198, + "Glucose_Level": 130.2191796, + "Potassium_Level": 3.967682585, + "Sodium_Level": 139.9589354, + "Smoking_Pack_Years": 33.91079207 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.4786071, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.91773686, + "White_Blood_Cell_Count": 6.73485397, + "Platelet_Count": 248.070723, + "Albumin_Level": 3.651130252, + "Alkaline_Phosphatase_Level": 43.28957098, + "Alanine_Aminotransferase_Level": 12.40286055, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.44653822, + "White_Blood_Cell_Count": 4.307405333, + "Platelet_Count": 346.6787245, + "Albumin_Level": 3.161692754, + "Alkaline_Phosphatase_Level": 37.47715946, + "Alanine_Aminotransferase_Level": 7.345575594, + "Aspartate_Aminotransferase_Level": 28.75825853, + "Creatinine_Level": 1.318461486, + "LDH_Level": 229.6669008, + "Calcium_Level": 9.324862162, + "Phosphorus_Level": 3.948748337, + "Glucose_Level": 71.14874418, + "Potassium_Level": 4.944600684, + "Sodium_Level": 143.6447752, + "Smoking_Pack_Years": 64.99316279 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.56402469, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.28085999, + "White_Blood_Cell_Count": 4.259459129, + "Platelet_Count": 347.5282061, + "Albumin_Level": 4.560605218, + "Alkaline_Phosphatase_Level": 90.99380933, + "Alanine_Aminotransferase_Level": 10.93881009, + "Aspartate_Aminotransferase_Level": 31.29751193, + "Creatinine_Level": 0.707491178, + "LDH_Level": 160.6662611, + "Calcium_Level": 10.27804684, + "Phosphorus_Level": 2.504431133, + "Glucose_Level": 149.7305875, + "Potassium_Level": 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24.25422808, + "Aspartate_Aminotransferase_Level": 12.9927377, + "Creatinine_Level": 0.805321857, + "LDH_Level": 147.0003508, + "Calcium_Level": 10.48812028, + "Phosphorus_Level": 2.561158061, + "Glucose_Level": 88.9070664, + "Potassium_Level": 4.230771662, + "Sodium_Level": 140.9386717, + "Smoking_Pack_Years": 78.98282542 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.21457901, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.54081454, + "White_Blood_Cell_Count": 7.454446248, + "Platelet_Count": 323.1600986, + "Albumin_Level": 4.92132969, + "Alkaline_Phosphatase_Level": 94.05953362, + "Alanine_Aminotransferase_Level": 9.297508883, + "Aspartate_Aminotransferase_Level": 10.58182392, + "Creatinine_Level": 1.439766574, + "LDH_Level": 222.4037815, + "Calcium_Level": 9.278073377, + "Phosphorus_Level": 4.065473394, + "Glucose_Level": 71.0535674, + "Potassium_Level": 3.942125228, + "Sodium_Level": 135.7489765, + "Smoking_Pack_Years": 69.91639293 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.31060331, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.46317491, + "White_Blood_Cell_Count": 7.575744409, + "Platelet_Count": 373.9577996, + "Albumin_Level": 4.904599314, + "Alkaline_Phosphatase_Level": 80.7142578, + "Alanine_Aminotransferase_Level": 33.40460709, + "Aspartate_Aminotransferase_Level": 18.60607174, + "Creatinine_Level": 0.594207007, + "LDH_Level": 173.5147023, + "Calcium_Level": 8.82299299, + "Phosphorus_Level": 4.001684189, + "Glucose_Level": 122.6474163, + "Potassium_Level": 4.348825168, + "Sodium_Level": 142.1254083, + "Smoking_Pack_Years": 70.43256534 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.40680455, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.63652264, + "White_Blood_Cell_Count": 4.118789524, + "Platelet_Count": 188.6070697, + "Albumin_Level": 4.891800428, + "Alkaline_Phosphatase_Level": 56.42333648, + "Alanine_Aminotransferase_Level": 10.95545004, + "Aspartate_Aminotransferase_Level": 36.14178314, + "Creatinine_Level": 0.500229742, + "LDH_Level": 222.277719, + "Calcium_Level": 9.716004967, + "Phosphorus_Level": 3.140257872, + "Glucose_Level": 109.4863509, + "Potassium_Level": 3.755117785, 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"Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.79194738, + "White_Blood_Cell_Count": 5.460480343, + "Platelet_Count": 233.9331949, + "Albumin_Level": 4.065117771, + "Alkaline_Phosphatase_Level": 32.49324298, + "Alanine_Aminotransferase_Level": 22.51651996, + "Aspartate_Aminotransferase_Level": 22.15992956, + "Creatinine_Level": 0.969862097, + "LDH_Level": 139.1237539, + "Calcium_Level": 8.774228332, + "Phosphorus_Level": 3.540190415, + "Glucose_Level": 120.8193406, + "Potassium_Level": 3.815730665, + "Sodium_Level": 143.2857674, + "Smoking_Pack_Years": 85.70981759 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.71403976, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.77272335, + "White_Blood_Cell_Count": 5.738547625, + "Platelet_Count": 211.1746208, + "Albumin_Level": 4.740850965, + "Alkaline_Phosphatase_Level": 93.38979023, + "Alanine_Aminotransferase_Level": 29.67269996, + "Aspartate_Aminotransferase_Level": 14.38964778, + "Creatinine_Level": 1.149956495, + "LDH_Level": 248.0585174, + "Calcium_Level": 10.25109469, + "Phosphorus_Level": 3.677734232, + "Glucose_Level": 85.05808209, + "Potassium_Level": 3.732749756, + "Sodium_Level": 138.8412023, + "Smoking_Pack_Years": 58.69292257 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.94649506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.87951081, + "White_Blood_Cell_Count": 8.261761123, + "Platelet_Count": 423.7827009, + "Albumin_Level": 3.624232515, + "Alkaline_Phosphatase_Level": 118.3254111, + "Alanine_Aminotransferase_Level": 22.89868703, + "Aspartate_Aminotransferase_Level": 39.00822816, + "Creatinine_Level": 1.376395883, + "LDH_Level": 248.4748405, + "Calcium_Level": 8.844082363, + "Phosphorus_Level": 3.67655519, + "Glucose_Level": 134.8250218, + "Potassium_Level": 4.809648679, + "Sodium_Level": 137.6936268, + "Smoking_Pack_Years": 18.99331908 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.05751889, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.81880556, + "White_Blood_Cell_Count": 3.660007439, + "Platelet_Count": 309.1041223, + "Albumin_Level": 4.219474348, + "Alkaline_Phosphatase_Level": 64.65486526, + "Alanine_Aminotransferase_Level": 8.23126407, + "Aspartate_Aminotransferase_Level": 44.33636328, + "Creatinine_Level": 0.974045515, + "LDH_Level": 214.8330806, + "Calcium_Level": 9.653916054, + "Phosphorus_Level": 2.727611029, + "Glucose_Level": 134.818262, + "Potassium_Level": 4.94768299, + "Sodium_Level": 135.974024, + "Smoking_Pack_Years": 26.58344526 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.40962994, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.07123028, + "White_Blood_Cell_Count": 8.991925542, + "Platelet_Count": 181.8093656, + "Albumin_Level": 4.192635013, + "Alkaline_Phosphatase_Level": 91.92348768, + "Alanine_Aminotransferase_Level": 14.57814016, + "Aspartate_Aminotransferase_Level": 40.74350171, + "Creatinine_Level": 0.81324156, + "LDH_Level": 156.0825696, + "Calcium_Level": 8.005187266, + "Phosphorus_Level": 2.838005557, + "Glucose_Level": 85.54067836, + "Potassium_Level": 3.935135049, + "Sodium_Level": 137.2603981, + "Smoking_Pack_Years": 91.93422822 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.77272256, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.10283011, + "White_Blood_Cell_Count": 5.962639051, + "Platelet_Count": 198.4060844, + "Albumin_Level": 4.030342364, + "Alkaline_Phosphatase_Level": 99.51101188, + "Alanine_Aminotransferase_Level": 15.63241869, + "Aspartate_Aminotransferase_Level": 30.81815244, + "Creatinine_Level": 1.473968584, + "LDH_Level": 148.1513275, + "Calcium_Level": 9.312242052, + "Phosphorus_Level": 4.169214283, + "Glucose_Level": 144.1725277, + "Potassium_Level": 3.918552205, + "Sodium_Level": 138.7369808, + "Smoking_Pack_Years": 38.19955177 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.3234032, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.95820731, + "White_Blood_Cell_Count": 5.570520066, + "Platelet_Count": 384.9738588, + "Albumin_Level": 3.163112501, + "Alkaline_Phosphatase_Level": 112.9593216, + "Alanine_Aminotransferase_Level": 16.83700216, + "Aspartate_Aminotransferase_Level": 49.12515447, + "Creatinine_Level": 1.420825567, + "LDH_Level": 219.094512, + "Calcium_Level": 10.42921078, + "Phosphorus_Level": 3.235987433, + "Glucose_Level": 70.692146, + "Potassium_Level": 4.407597579, + "Sodium_Level": 143.6424641, + "Smoking_Pack_Years": 45.36411738 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.15178875, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.87676314, + "White_Blood_Cell_Count": 4.490896679, + "Platelet_Count": 179.5502692, + "Albumin_Level": 4.377926316, + "Alkaline_Phosphatase_Level": 42.55443561, + "Alanine_Aminotransferase_Level": 25.69553536, + "Aspartate_Aminotransferase_Level": 39.67905244, + "Creatinine_Level": 0.869732517, + "LDH_Level": 105.2787528, + "Calcium_Level": 9.434244021, + "Phosphorus_Level": 3.392303023, + "Glucose_Level": 83.83419241, + "Potassium_Level": 4.780144161, + "Sodium_Level": 143.4336135, + "Smoking_Pack_Years": 95.66903262 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.98408531, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.08249022, + "White_Blood_Cell_Count": 9.177891296, + "Platelet_Count": 241.8555015, + "Albumin_Level": 4.30671326, + "Alkaline_Phosphatase_Level": 113.0839038, + "Alanine_Aminotransferase_Level": 31.18997083, + "Aspartate_Aminotransferase_Level": 23.29677631, + "Creatinine_Level": 0.584077574, + "LDH_Level": 240.7223617, + "Calcium_Level": 8.580210727, + "Phosphorus_Level": 3.97480778, + "Glucose_Level": 88.0697609, + "Potassium_Level": 3.660739288, + "Sodium_Level": 141.4172272, + "Smoking_Pack_Years": 28.51323361 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.57561219, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.25228341, + "White_Blood_Cell_Count": 7.372488663, + "Platelet_Count": 311.3558512, + "Albumin_Level": 3.257028345, + "Alkaline_Phosphatase_Level": 113.7625645, + "Alanine_Aminotransferase_Level": 5.03023484, + "Aspartate_Aminotransferase_Level": 48.50009802, + "Creatinine_Level": 1.43788764, + "LDH_Level": 125.2772119, + "Calcium_Level": 9.8594336, + "Phosphorus_Level": 3.308171317, + "Glucose_Level": 135.570961, + "Potassium_Level": 3.763323965, + "Sodium_Level": 144.0315486, + "Smoking_Pack_Years": 40.82224611 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.73357316, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.8229207, + "White_Blood_Cell_Count": 6.030408408, + "Platelet_Count": 406.0996347, + "Albumin_Level": 4.053147821, + "Alkaline_Phosphatase_Level": 59.02488605, + "Alanine_Aminotransferase_Level": 26.5892413, + "Aspartate_Aminotransferase_Level": 44.36998821, + "Creatinine_Level": 1.386940976, + "LDH_Level": 168.8375966, + "Calcium_Level": 8.842957279, + "Phosphorus_Level": 3.181380373, + "Glucose_Level": 85.38889456, + "Potassium_Level": 3.798711369, + "Sodium_Level": 139.7400844, + "Smoking_Pack_Years": 33.26492833 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.16083774, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 38.50418159, + "Aspartate_Aminotransferase_Level": 36.14879099, + "Creatinine_Level": 0.704158065, + "LDH_Level": 186.7666767, + "Calcium_Level": 10.39361031, + "Phosphorus_Level": 3.998028759, + "Glucose_Level": 82.76439988, + "Potassium_Level": 4.170250264, + "Sodium_Level": 137.7371, + "Smoking_Pack_Years": 96.83382886 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.9359932, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.0889115, + "White_Blood_Cell_Count": 8.019629371, + "Platelet_Count": 385.6146734, + "Albumin_Level": 3.153685223, + "Alkaline_Phosphatase_Level": 67.84687934, + "Alanine_Aminotransferase_Level": 13.40651237, + "Aspartate_Aminotransferase_Level": 16.20433693, + "Creatinine_Level": 0.772964973, + "LDH_Level": 177.4728236, + "Calcium_Level": 9.051275642, + "Phosphorus_Level": 3.940279391, + "Glucose_Level": 146.844806, + "Potassium_Level": 4.444913118, + "Sodium_Level": 139.0671688, + "Smoking_Pack_Years": 88.92178036 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.88937567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.93150987, + "White_Blood_Cell_Count": 8.587690898, + "Platelet_Count": 159.6674646, + "Albumin_Level": 3.668771167, + "Alkaline_Phosphatase_Level": 68.70884261, + "Alanine_Aminotransferase_Level": 35.25484716, + "Aspartate_Aminotransferase_Level": 17.47568586, + "Creatinine_Level": 1.065684844, + "LDH_Level": 206.5257573, + "Calcium_Level": 10.08871677, + "Phosphorus_Level": 3.642014692, + "Glucose_Level": 122.1227146, + "Potassium_Level": 4.102230286, + "Sodium_Level": 142.5015536, + "Smoking_Pack_Years": 34.65640373 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.89115436, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.46373668, + "White_Blood_Cell_Count": 7.894483116, + "Platelet_Count": 377.1666163, + "Albumin_Level": 4.421566708, + "Alkaline_Phosphatase_Level": 82.26863125, + "Alanine_Aminotransferase_Level": 19.70386773, + "Aspartate_Aminotransferase_Level": 29.51325529, + "Creatinine_Level": 1.00606224, + "LDH_Level": 215.0678522, + "Calcium_Level": 10.14556544, + "Phosphorus_Level": 4.106113081, + "Glucose_Level": 106.1004453, + "Potassium_Level": 4.026153292, + "Sodium_Level": 140.1176312, + "Smoking_Pack_Years": 19.72821013 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.68897137, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.6806769, + "White_Blood_Cell_Count": 7.939611531, + "Platelet_Count": 430.9962449, + "Albumin_Level": 4.801274658, + "Alkaline_Phosphatase_Level": 49.07790189, + "Alanine_Aminotransferase_Level": 17.00596076, + "Aspartate_Aminotransferase_Level": 34.71480577, + "Creatinine_Level": 1.380727272, + "LDH_Level": 154.3817356, + "Calcium_Level": 9.198974587, + "Phosphorus_Level": 4.009632764, + "Glucose_Level": 127.9798782, + "Potassium_Level": 4.613189747, + "Sodium_Level": 135.3281071, + "Smoking_Pack_Years": 83.24084352 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.54887308, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.92652591, + "White_Blood_Cell_Count": 8.412654478, + "Platelet_Count": 382.7013337, + "Albumin_Level": 3.571066955, + "Alkaline_Phosphatase_Level": 116.2420313, + "Alanine_Aminotransferase_Level": 5.02270977, + "Aspartate_Aminotransferase_Level": 23.6600542, + "Creatinine_Level": 1.059698958, + "LDH_Level": 131.2711269, + "Calcium_Level": 8.970017515, + "Phosphorus_Level": 4.780641384, + "Glucose_Level": 114.060359, + "Potassium_Level": 4.261187808, + "Sodium_Level": 138.5804139, + "Smoking_Pack_Years": 37.99053289 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.89731487, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.63286981, + "White_Blood_Cell_Count": 7.519523507, + "Platelet_Count": 412.5586035, + "Albumin_Level": 4.480825982, + "Alkaline_Phosphatase_Level": 72.94317844, + "Alanine_Aminotransferase_Level": 30.93954295, + "Aspartate_Aminotransferase_Level": 45.95705724, + "Creatinine_Level": 1.052330875, + "LDH_Level": 155.3652041, + "Calcium_Level": 9.725654702, + "Phosphorus_Level": 3.698116284, + "Glucose_Level": 114.0948251, + "Potassium_Level": 4.209816737, + "Sodium_Level": 141.9023429, + "Smoking_Pack_Years": 72.41707533 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.57499249, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.91281172, + "White_Blood_Cell_Count": 4.107817542, + "Platelet_Count": 288.5667797, + "Albumin_Level": 4.40611964, + "Alkaline_Phosphatase_Level": 43.59523349, + "Alanine_Aminotransferase_Level": 31.71170783, + "Aspartate_Aminotransferase_Level": 30.15767857, + "Creatinine_Level": 0.645469931, + "LDH_Level": 115.94647, + "Calcium_Level": 9.058777717, + "Phosphorus_Level": 4.353272123, + "Glucose_Level": 112.5157067, + "Potassium_Level": 3.98611976, + "Sodium_Level": 142.7268098, + "Smoking_Pack_Years": 26.77631056 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.38805761, + "White_Blood_Cell_Count": 7.38366214, + "Platelet_Count": 196.2091685, + "Albumin_Level": 4.658946005, + "Alkaline_Phosphatase_Level": 86.66182091, + "Alanine_Aminotransferase_Level": 30.18260552, + "Aspartate_Aminotransferase_Level": 26.51105992, + "Creatinine_Level": 0.727753735, + "LDH_Level": 112.7153027, + "Calcium_Level": 9.204622888, + "Phosphorus_Level": 3.705790418, + "Glucose_Level": 135.0645447, + "Potassium_Level": 4.226865941, + "Sodium_Level": 138.7900053, + "Smoking_Pack_Years": 92.09940801 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.26262265, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.50265985, + "White_Blood_Cell_Count": 4.622256993, + "Platelet_Count": 276.4368147, + "Albumin_Level": 4.171091666, + "Alkaline_Phosphatase_Level": 114.6172544, + "Alanine_Aminotransferase_Level": 32.00401442, + "Aspartate_Aminotransferase_Level": 24.84084534, + "Creatinine_Level": 1.454447673, + "LDH_Level": 172.2581093, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.21715463, + "White_Blood_Cell_Count": 5.327721814, + "Platelet_Count": 357.4959211, + "Albumin_Level": 3.75666554, + "Alkaline_Phosphatase_Level": 107.4382557, + "Alanine_Aminotransferase_Level": 5.977865606, + "Aspartate_Aminotransferase_Level": 14.75735948, + "Creatinine_Level": 1.071680897, + "LDH_Level": 202.6556879, + "Calcium_Level": 8.818626518, + "Phosphorus_Level": 3.714642368, + "Glucose_Level": 147.4101714, + "Potassium_Level": 4.420493574, + "Sodium_Level": 139.6297631, + "Smoking_Pack_Years": 71.72082048 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.84841562, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.31282497, + "White_Blood_Cell_Count": 9.071689866, + "Platelet_Count": 320.5413976, + "Albumin_Level": 3.2522243, + "Alkaline_Phosphatase_Level": 101.4590015, + "Alanine_Aminotransferase_Level": 39.75638711, + "Aspartate_Aminotransferase_Level": 27.70199762, + "Creatinine_Level": 0.626383328, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.11215107, + "White_Blood_Cell_Count": 6.523166851, + "Platelet_Count": 428.0837319, + "Albumin_Level": 3.809947685, + "Alkaline_Phosphatase_Level": 77.10999706, + "Alanine_Aminotransferase_Level": 15.93705131, + "Aspartate_Aminotransferase_Level": 24.5028846, + "Creatinine_Level": 1.238219149, + "LDH_Level": 129.7428479, + "Calcium_Level": 9.390911418, + "Phosphorus_Level": 2.661674799, + "Glucose_Level": 83.13248547, + "Potassium_Level": 3.611798446, + "Sodium_Level": 142.9429786, + "Smoking_Pack_Years": 15.4973642 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.83601664, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.45706534, + "White_Blood_Cell_Count": 7.868802773, + "Platelet_Count": 432.2558424, + "Albumin_Level": 4.281280403, + "Alkaline_Phosphatase_Level": 62.60336305, + "Alanine_Aminotransferase_Level": 21.36266069, + "Aspartate_Aminotransferase_Level": 21.0897893, + "Creatinine_Level": 1.207707378, + "LDH_Level": 231.3963364, + "Calcium_Level": 8.04990924, + "Phosphorus_Level": 4.647963171, + "Glucose_Level": 110.6334805, + "Potassium_Level": 4.271613508, + "Sodium_Level": 143.1182159, + "Smoking_Pack_Years": 2.469135535 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.56468374, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.60179195, + "White_Blood_Cell_Count": 6.078449097, + "Platelet_Count": 181.2499986, + "Albumin_Level": 4.865767363, + "Alkaline_Phosphatase_Level": 30.8581553, + "Alanine_Aminotransferase_Level": 30.20487387, + "Aspartate_Aminotransferase_Level": 24.49905009, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.33575612, + "White_Blood_Cell_Count": 4.948781265, + "Platelet_Count": 271.5689888, + "Albumin_Level": 3.23587553, + "Alkaline_Phosphatase_Level": 46.75818776, + "Alanine_Aminotransferase_Level": 16.03751104, + "Aspartate_Aminotransferase_Level": 27.41519897, + "Creatinine_Level": 1.420606846, + "LDH_Level": 210.9932845, + "Calcium_Level": 8.719795258, + "Phosphorus_Level": 4.517952951, + "Glucose_Level": 142.8781931, + "Potassium_Level": 3.997858907, + "Sodium_Level": 135.5468581, + "Smoking_Pack_Years": 52.79449876 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.31105573, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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137.4163927, + "Smoking_Pack_Years": 19.90474807 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.95337098, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.55956178, + "White_Blood_Cell_Count": 5.067019642, + "Platelet_Count": 428.1485754, + "Albumin_Level": 3.640075455, + "Alkaline_Phosphatase_Level": 90.96392354, + "Alanine_Aminotransferase_Level": 27.90346026, + "Aspartate_Aminotransferase_Level": 17.28180826, + "Creatinine_Level": 1.22502397, + "LDH_Level": 223.1332706, + "Calcium_Level": 8.692137064, + "Phosphorus_Level": 4.060556943, + "Glucose_Level": 141.2223539, + "Potassium_Level": 4.450392488, + "Sodium_Level": 141.3175042, + "Smoking_Pack_Years": 95.54338798 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.03781661, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.1306157, + "White_Blood_Cell_Count": 6.045117363, + "Platelet_Count": 177.7265392, + "Albumin_Level": 3.319260426, + "Alkaline_Phosphatase_Level": 78.36933517, + "Alanine_Aminotransferase_Level": 6.076340968, + "Aspartate_Aminotransferase_Level": 15.30058883, + "Creatinine_Level": 0.932731543, + "LDH_Level": 175.9410346, + "Calcium_Level": 9.585775935, + "Phosphorus_Level": 4.374813366, + "Glucose_Level": 111.3960199, + "Potassium_Level": 4.443891136, + "Sodium_Level": 138.428613, + "Smoking_Pack_Years": 47.24054672 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.1170304, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.71372331, + "White_Blood_Cell_Count": 8.565303851, + "Platelet_Count": 436.786431, + "Albumin_Level": 3.848211852, + "Alkaline_Phosphatase_Level": 101.7953992, + "Alanine_Aminotransferase_Level": 24.59376439, + "Aspartate_Aminotransferase_Level": 33.62237468, + "Creatinine_Level": 0.92688828, + "LDH_Level": 166.4122017, + "Calcium_Level": 9.846036298, + "Phosphorus_Level": 3.658749782, + "Glucose_Level": 105.6307521, + "Potassium_Level": 4.819332762, + "Sodium_Level": 137.3795367, + "Smoking_Pack_Years": 44.77099814 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.38526402, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.95839362, + "White_Blood_Cell_Count": 8.067515653, + "Platelet_Count": 416.6683705, + "Albumin_Level": 4.390398304, + "Alkaline_Phosphatase_Level": 50.67326694, + "Alanine_Aminotransferase_Level": 15.7826899, + "Aspartate_Aminotransferase_Level": 40.1804935, + "Creatinine_Level": 0.828201163, + "LDH_Level": 127.2656302, + "Calcium_Level": 9.524549213, + "Phosphorus_Level": 4.660370582, + "Glucose_Level": 91.87869027, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.64875526, + "White_Blood_Cell_Count": 5.619041978, + "Platelet_Count": 265.8412176, + "Albumin_Level": 3.390543904, + "Alkaline_Phosphatase_Level": 55.91482058, + "Alanine_Aminotransferase_Level": 22.15448235, + "Aspartate_Aminotransferase_Level": 36.55002177, + "Creatinine_Level": 0.656645504, + "LDH_Level": 145.6154709, + "Calcium_Level": 10.15490007, + "Phosphorus_Level": 4.262746444, + "Glucose_Level": 122.4062248, + "Potassium_Level": 4.076359522, + "Sodium_Level": 137.6567958, + "Smoking_Pack_Years": 27.47441874 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.00793444, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.26324809, + "White_Blood_Cell_Count": 9.350529474, + "Platelet_Count": 244.9673014, + "Albumin_Level": 4.725597205, + "Alkaline_Phosphatase_Level": 116.5864542, + "Alanine_Aminotransferase_Level": 16.3193303, + "Aspartate_Aminotransferase_Level": 19.46080855, + "Creatinine_Level": 1.349579696, + "LDH_Level": 240.4917134, + "Calcium_Level": 8.814582814, + "Phosphorus_Level": 3.626320628, + "Glucose_Level": 145.3957597, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.46640948, + "White_Blood_Cell_Count": 5.133138637, + "Platelet_Count": 256.9200168, + "Albumin_Level": 4.030171334, + "Alkaline_Phosphatase_Level": 73.14113786, + "Alanine_Aminotransferase_Level": 35.81288308, + "Aspartate_Aminotransferase_Level": 46.76135134, + "Creatinine_Level": 1.193289219, + "LDH_Level": 107.2880967, + "Calcium_Level": 8.0448048, + "Phosphorus_Level": 4.141850619, + "Glucose_Level": 136.571531, + "Potassium_Level": 4.168027939, + "Sodium_Level": 141.1134597, + "Smoking_Pack_Years": 11.723943 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.95819989, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.66306719, + "White_Blood_Cell_Count": 3.514330826, + "Platelet_Count": 225.8473784, + "Albumin_Level": 3.251278118, + "Alkaline_Phosphatase_Level": 103.4415354, + "Alanine_Aminotransferase_Level": 28.89572375, + "Aspartate_Aminotransferase_Level": 40.47023352, + "Creatinine_Level": 0.93167335, + "LDH_Level": 140.959291, + "Calcium_Level": 8.292483827, + "Phosphorus_Level": 4.312310052, + "Glucose_Level": 82.14991102, + "Potassium_Level": 4.381351605, + "Sodium_Level": 140.0557148, + "Smoking_Pack_Years": 25.7975439 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.51614362, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.18429303, + "White_Blood_Cell_Count": 4.394750707, + "Platelet_Count": 445.02356, + "Albumin_Level": 4.194713445, + "Alkaline_Phosphatase_Level": 83.53784825, + "Alanine_Aminotransferase_Level": 19.97481229, + "Aspartate_Aminotransferase_Level": 47.2704423, + "Creatinine_Level": 0.559977656, + "LDH_Level": 190.4099443, + "Calcium_Level": 9.496655353, + "Phosphorus_Level": 3.952322599, + "Glucose_Level": 97.9228104, + "Potassium_Level": 4.972206466, + "Sodium_Level": 143.5591942, + "Smoking_Pack_Years": 51.08952067 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.22526358, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.72676323, + "White_Blood_Cell_Count": 7.664565007, + "Platelet_Count": 360.018186, + "Albumin_Level": 3.891624468, + "Alkaline_Phosphatase_Level": 80.14475718, + "Alanine_Aminotransferase_Level": 26.72120462, + "Aspartate_Aminotransferase_Level": 31.65870682, + "Creatinine_Level": 0.896506404, + "LDH_Level": 101.2682422, + "Calcium_Level": 10.04382826, + "Phosphorus_Level": 4.226870139, + "Glucose_Level": 85.84849746, + "Potassium_Level": 4.630024213, + "Sodium_Level": 137.1634183, + "Smoking_Pack_Years": 64.38948288 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.03811962, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.49785655, + "White_Blood_Cell_Count": 7.709228089, + "Platelet_Count": 338.2858521, + "Albumin_Level": 3.922198241, + "Alkaline_Phosphatase_Level": 74.19532268, + "Alanine_Aminotransferase_Level": 24.38001637, + "Aspartate_Aminotransferase_Level": 36.08296341, + "Creatinine_Level": 1.40169987, + "LDH_Level": 238.7975476, + "Calcium_Level": 9.579545074, + "Phosphorus_Level": 3.822337989, + "Glucose_Level": 145.6945254, + "Potassium_Level": 4.410934003, + "Sodium_Level": 135.3990339, + "Smoking_Pack_Years": 72.89225921 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.38193861, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.22998415, + "White_Blood_Cell_Count": 7.209861096, + "Platelet_Count": 384.3723724, + "Albumin_Level": 3.372002696, + "Alkaline_Phosphatase_Level": 104.7785798, 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"Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.46518874, + "White_Blood_Cell_Count": 8.591441755, + "Platelet_Count": 449.1701284, + "Albumin_Level": 3.988179579, + "Alkaline_Phosphatase_Level": 87.43732589, + "Alanine_Aminotransferase_Level": 24.59714408, + "Aspartate_Aminotransferase_Level": 30.56476558, + "Creatinine_Level": 0.658074694, + "LDH_Level": 227.140807, + "Calcium_Level": 10.40026522, + "Phosphorus_Level": 3.069296148, + "Glucose_Level": 103.5231242, + "Potassium_Level": 4.786844234, + "Sodium_Level": 137.7012913, + "Smoking_Pack_Years": 23.32626312 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.10797898, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.35424314, + "White_Blood_Cell_Count": 7.409626942, + "Platelet_Count": 278.605161, + "Albumin_Level": 4.040681779, + "Alkaline_Phosphatase_Level": 49.92348487, + "Alanine_Aminotransferase_Level": 38.58129395, + "Aspartate_Aminotransferase_Level": 14.05221766, + "Creatinine_Level": 1.324992074, + "LDH_Level": 108.8511098, + "Calcium_Level": 8.032147305, + "Phosphorus_Level": 3.245470127, + "Glucose_Level": 116.0368787, + "Potassium_Level": 4.602680997, + "Sodium_Level": 143.0341623, + "Smoking_Pack_Years": 91.63082656 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.6803679, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.02558033, + "White_Blood_Cell_Count": 4.617398202, + "Platelet_Count": 397.8667073, + "Albumin_Level": 3.437080109, + "Alkaline_Phosphatase_Level": 118.6261553, + "Alanine_Aminotransferase_Level": 21.28663762, + "Aspartate_Aminotransferase_Level": 21.94456209, + "Creatinine_Level": 0.638817588, + "LDH_Level": 104.4010583, + "Calcium_Level": 9.64616596, + "Phosphorus_Level": 3.181750109, + "Glucose_Level": 125.544421, + "Potassium_Level": 3.821387757, + "Sodium_Level": 138.7278747, + "Smoking_Pack_Years": 19.84576509 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.01119323, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.38991053, + "White_Blood_Cell_Count": 9.584498866, + "Platelet_Count": 424.1409077, + "Albumin_Level": 3.725434176, + "Alkaline_Phosphatase_Level": 98.58184062, + "Alanine_Aminotransferase_Level": 17.25743846, + "Aspartate_Aminotransferase_Level": 39.08127321, + "Creatinine_Level": 1.264093016, + "LDH_Level": 213.198619, + "Calcium_Level": 10.22428162, + "Phosphorus_Level": 2.657427776, + "Glucose_Level": 81.72928182, + "Potassium_Level": 4.612989329, + "Sodium_Level": 135.908063, + "Smoking_Pack_Years": 79.05279154 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.89591947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.71686252, + "White_Blood_Cell_Count": 5.711769004, + "Platelet_Count": 207.7529078, + "Albumin_Level": 4.868638785, + "Alkaline_Phosphatase_Level": 54.27756661, + "Alanine_Aminotransferase_Level": 7.433040796, + "Aspartate_Aminotransferase_Level": 21.72367843, + "Creatinine_Level": 1.261465854, + "LDH_Level": 202.1139453, + "Calcium_Level": 8.678712631, + "Phosphorus_Level": 3.906212106, + "Glucose_Level": 106.7329638, + "Potassium_Level": 3.912597513, + "Sodium_Level": 137.5639974, + "Smoking_Pack_Years": 22.55287815 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.77147308, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.94714871, + "White_Blood_Cell_Count": 6.677994218, + "Platelet_Count": 432.0524507, + "Albumin_Level": 4.13257151, + "Alkaline_Phosphatase_Level": 102.8650976, + "Alanine_Aminotransferase_Level": 17.08816348, + "Aspartate_Aminotransferase_Level": 11.31294404, + "Creatinine_Level": 1.433489788, + "LDH_Level": 217.1844417, + "Calcium_Level": 9.3101309, + "Phosphorus_Level": 3.676380665, + "Glucose_Level": 97.03981233, + "Potassium_Level": 3.811479301, + "Sodium_Level": 143.3963382, + "Smoking_Pack_Years": 29.67046809 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 80.33465011, + "Alanine_Aminotransferase_Level": 16.74692966, + "Aspartate_Aminotransferase_Level": 33.98582922, + "Creatinine_Level": 1.084839025, + "LDH_Level": 113.3285986, + "Calcium_Level": 9.569137511, + "Phosphorus_Level": 4.071592993, + "Glucose_Level": 109.7379988, + "Potassium_Level": 4.750406114, + "Sodium_Level": 139.2617726, + "Smoking_Pack_Years": 39.55445863 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.490911, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.17843017, + "White_Blood_Cell_Count": 8.365186847, + "Platelet_Count": 317.1234842, + "Albumin_Level": 3.712561287, + "Alkaline_Phosphatase_Level": 34.9720954, + "Alanine_Aminotransferase_Level": 7.706915166, + "Aspartate_Aminotransferase_Level": 15.70576986, + "Creatinine_Level": 0.95179104, + "LDH_Level": 126.4763379, + "Calcium_Level": 9.046363928, + "Phosphorus_Level": 2.650631377, + "Glucose_Level": 88.19352971, + "Potassium_Level": 4.730123608, + "Sodium_Level": 139.6710118, + "Smoking_Pack_Years": 19.79569162 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.87820051, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.94742741, + "White_Blood_Cell_Count": 3.577194726, + "Platelet_Count": 348.0338765, + "Albumin_Level": 4.928871433, + "Alkaline_Phosphatase_Level": 113.6512857, + "Alanine_Aminotransferase_Level": 11.08521933, + "Aspartate_Aminotransferase_Level": 29.05437483, + "Creatinine_Level": 1.299149362, + "LDH_Level": 156.4880319, + "Calcium_Level": 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.98367425, + "White_Blood_Cell_Count": 5.481028398, + "Platelet_Count": 182.5245322, + "Albumin_Level": 4.644014443, + "Alkaline_Phosphatase_Level": 67.6567907, + "Alanine_Aminotransferase_Level": 28.49935772, + "Aspartate_Aminotransferase_Level": 46.30693913, + "Creatinine_Level": 1.123213028, + "LDH_Level": 242.2762973, + "Calcium_Level": 10.10145055, + "Phosphorus_Level": 3.322138659, + "Glucose_Level": 115.3520352, + "Potassium_Level": 4.894672599, + "Sodium_Level": 140.3030387, + "Smoking_Pack_Years": 17.53521741 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.50971878, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.12427628, + "White_Blood_Cell_Count": 9.077485523, + "Platelet_Count": 332.5770511, + "Albumin_Level": 3.698193902, + "Alkaline_Phosphatase_Level": 105.6120298, + "Alanine_Aminotransferase_Level": 12.67748023, + "Aspartate_Aminotransferase_Level": 36.3367796, + "Creatinine_Level": 1.450070652, + "LDH_Level": 196.6277093, + "Calcium_Level": 9.102400415, + "Phosphorus_Level": 3.828407011, + "Glucose_Level": 122.0224019, + "Potassium_Level": 3.603293283, + "Sodium_Level": 138.7174134, + "Smoking_Pack_Years": 54.27639477 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.66761698, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.5116635, + "White_Blood_Cell_Count": 6.134453281, + "Platelet_Count": 352.5952547, + "Albumin_Level": 4.305712487, + "Alkaline_Phosphatase_Level": 97.13558404, + "Alanine_Aminotransferase_Level": 37.64073315, + "Aspartate_Aminotransferase_Level": 18.53503958, + "Creatinine_Level": 1.123799099, + "LDH_Level": 175.3376564, + "Calcium_Level": 9.443188886, + "Phosphorus_Level": 3.86996569, + "Glucose_Level": 121.1626102, + "Potassium_Level": 4.330359439, + "Sodium_Level": 135.7785555, + "Smoking_Pack_Years": 72.28607469 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.72780803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.31936976, + "White_Blood_Cell_Count": 5.599474489, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.90580631, + "White_Blood_Cell_Count": 8.389546506, + "Platelet_Count": 213.6170124, + "Albumin_Level": 3.672977499, + "Alkaline_Phosphatase_Level": 67.11968257, + "Alanine_Aminotransferase_Level": 18.67128941, + "Aspartate_Aminotransferase_Level": 23.1586577, + "Creatinine_Level": 0.610172817, + "LDH_Level": 214.2784348, + "Calcium_Level": 10.09626025, + "Phosphorus_Level": 2.631092827, + "Glucose_Level": 76.54664744, + "Potassium_Level": 4.392797688, + "Sodium_Level": 142.4822444, + "Smoking_Pack_Years": 52.08649244 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.26943037, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.06421978, + "White_Blood_Cell_Count": 7.30370818, + "Platelet_Count": 332.073387, + "Albumin_Level": 3.370071829, + "Alkaline_Phosphatase_Level": 37.63093723, + "Alanine_Aminotransferase_Level": 22.15541489, + "Aspartate_Aminotransferase_Level": 44.13798957, + "Creatinine_Level": 0.702113413, + "LDH_Level": 247.6860746, + "Calcium_Level": 8.820880235, + "Phosphorus_Level": 3.552938516, + "Glucose_Level": 91.66398768, + "Potassium_Level": 3.696668792, + "Sodium_Level": 141.353017, + "Smoking_Pack_Years": 3.995318655 + }, + { 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0.859753087, + "LDH_Level": 110.4141926, + "Calcium_Level": 9.714692152, + "Phosphorus_Level": 3.96838585, + "Glucose_Level": 71.33886808, + "Potassium_Level": 4.548831706, + "Sodium_Level": 135.7125355, + "Smoking_Pack_Years": 38.75355438 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.54823515, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.30557909, + "White_Blood_Cell_Count": 5.289603139, + "Platelet_Count": 368.126761, + "Albumin_Level": 3.051833014, + "Alkaline_Phosphatase_Level": 60.74743357, + "Alanine_Aminotransferase_Level": 20.91628635, + "Aspartate_Aminotransferase_Level": 17.30794157, + "Creatinine_Level": 1.031321315, + "LDH_Level": 147.7739213, + "Calcium_Level": 8.763431499, + "Phosphorus_Level": 4.738207796, + "Glucose_Level": 113.8943328, + "Potassium_Level": 4.785757254, + "Sodium_Level": 137.6621664, + "Smoking_Pack_Years": 23.86261943 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.51343332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.4063658, + "White_Blood_Cell_Count": 7.4512637, + "Platelet_Count": 412.6304974, + "Albumin_Level": 4.67453208, + "Alkaline_Phosphatase_Level": 46.09083955, + "Alanine_Aminotransferase_Level": 17.27516333, + "Aspartate_Aminotransferase_Level": 22.72946272, + "Creatinine_Level": 1.470214216, + "LDH_Level": 224.898918, + "Calcium_Level": 8.440702395, + "Phosphorus_Level": 4.249565806, + "Glucose_Level": 146.3129298, + "Potassium_Level": 4.364562042, + "Sodium_Level": 139.511713, + "Smoking_Pack_Years": 32.28576592 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.71927036, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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136.8450188, + "Smoking_Pack_Years": 43.68516704 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.30058245, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.35846687, + "White_Blood_Cell_Count": 8.35050568, + "Platelet_Count": 355.1624235, + "Albumin_Level": 4.862442436, + "Alkaline_Phosphatase_Level": 67.60071832, + "Alanine_Aminotransferase_Level": 8.413158369, + "Aspartate_Aminotransferase_Level": 49.01718989, + "Creatinine_Level": 0.813833989, + "LDH_Level": 118.7726265, + "Calcium_Level": 8.363024658, + "Phosphorus_Level": 4.571887796, + "Glucose_Level": 130.376804, + "Potassium_Level": 3.866076212, + "Sodium_Level": 140.2851935, + "Smoking_Pack_Years": 28.71283545 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.22189882, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.0003556, + "White_Blood_Cell_Count": 5.16688072, + "Platelet_Count": 260.9152595, + "Albumin_Level": 4.26659864, + "Alkaline_Phosphatase_Level": 64.80414293, + "Alanine_Aminotransferase_Level": 31.35096725, + "Aspartate_Aminotransferase_Level": 21.4725642, + "Creatinine_Level": 0.948354065, + "LDH_Level": 186.7900697, + "Calcium_Level": 9.85741389, + "Phosphorus_Level": 4.93937671, + "Glucose_Level": 100.8023793, + "Potassium_Level": 4.705928391, + "Sodium_Level": 140.0390646, + "Smoking_Pack_Years": 95.27605718 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.48034546, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.50789074, + "White_Blood_Cell_Count": 6.855504559, + "Platelet_Count": 174.9283439, + "Albumin_Level": 3.302716614, + "Alkaline_Phosphatase_Level": 101.1568252, + "Alanine_Aminotransferase_Level": 27.60272502, + "Aspartate_Aminotransferase_Level": 47.2236933, + "Creatinine_Level": 0.556861933, + "LDH_Level": 135.2437375, + "Calcium_Level": 8.741718343, + "Phosphorus_Level": 4.364922251, + "Glucose_Level": 95.00349037, + "Potassium_Level": 4.995945344, + "Sodium_Level": 139.9878508, + "Smoking_Pack_Years": 92.19636733 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.06196642, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.50491136, + "White_Blood_Cell_Count": 4.834079177, + "Platelet_Count": 350.6941795, + "Albumin_Level": 3.198924142, + "Alkaline_Phosphatase_Level": 75.87633429, + "Alanine_Aminotransferase_Level": 33.46528207, + "Aspartate_Aminotransferase_Level": 38.00665976, + "Creatinine_Level": 1.140109214, + "LDH_Level": 216.0554409, + "Calcium_Level": 9.598839131, + "Phosphorus_Level": 3.279238818, + "Glucose_Level": 102.0307539, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 35.77284685, + "Aspartate_Aminotransferase_Level": 22.42603042, + "Creatinine_Level": 0.582899564, + "LDH_Level": 122.3519949, + "Calcium_Level": 8.450965672, + "Phosphorus_Level": 4.875173552, + "Glucose_Level": 137.5648731, + "Potassium_Level": 3.622583239, + "Sodium_Level": 137.3662494, + "Smoking_Pack_Years": 48.63827054 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.1940006, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.56127841, + "White_Blood_Cell_Count": 5.013719059, + "Platelet_Count": 308.645525, + "Albumin_Level": 4.823209754, + "Alkaline_Phosphatase_Level": 113.9765665, + "Alanine_Aminotransferase_Level": 20.1662471, + "Aspartate_Aminotransferase_Level": 25.83121385, + "Creatinine_Level": 1.4295641, + "LDH_Level": 123.0017579, + "Calcium_Level": 9.560445851, + "Phosphorus_Level": 3.027440041, + "Glucose_Level": 80.48846768, + "Potassium_Level": 4.090469542, + "Sodium_Level": 135.2004364, + "Smoking_Pack_Years": 71.22228402 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.03275513, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.66423024, + "White_Blood_Cell_Count": 3.737959735, + "Platelet_Count": 258.5139017, + "Albumin_Level": 3.134113117, + "Alkaline_Phosphatase_Level": 77.51264735, + "Alanine_Aminotransferase_Level": 23.80156613, + "Aspartate_Aminotransferase_Level": 29.46618079, + "Creatinine_Level": 0.626906853, + "LDH_Level": 178.7917914, + "Calcium_Level": 9.30815812, + "Phosphorus_Level": 4.328896613, + "Glucose_Level": 109.6432083, + "Potassium_Level": 4.61171878, + "Sodium_Level": 142.4134883, + "Smoking_Pack_Years": 5.370524952 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.40272513, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.7364963, + "White_Blood_Cell_Count": 5.706476937, + "Platelet_Count": 362.4001297, + "Albumin_Level": 4.169665951, + "Alkaline_Phosphatase_Level": 83.25026335, + "Alanine_Aminotransferase_Level": 23.45859501, + "Aspartate_Aminotransferase_Level": 18.5261076, + "Creatinine_Level": 0.546021863, + "LDH_Level": 104.7120198, + "Calcium_Level": 9.984303988, + "Phosphorus_Level": 3.659125258, + "Glucose_Level": 132.7292367, + "Potassium_Level": 4.460446064, + "Sodium_Level": 141.4628738, + "Smoking_Pack_Years": 76.07362506 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.44549076, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.93097751, + "White_Blood_Cell_Count": 5.085128006, + "Platelet_Count": 179.8415881, + "Albumin_Level": 4.245387561, + "Alkaline_Phosphatase_Level": 84.64318518, + "Alanine_Aminotransferase_Level": 28.24222433, + "Aspartate_Aminotransferase_Level": 36.80800652, + "Creatinine_Level": 0.81299637, + "LDH_Level": 189.8333736, + "Calcium_Level": 10.28701997, + "Phosphorus_Level": 4.724766852, + "Glucose_Level": 106.4389777, + "Potassium_Level": 4.769240651, + "Sodium_Level": 143.519816, + "Smoking_Pack_Years": 44.68872551 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.0035136, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.23173174, + "White_Blood_Cell_Count": 6.783586792, + "Platelet_Count": 215.8121934, + "Albumin_Level": 3.112385953, + "Alkaline_Phosphatase_Level": 66.20665146, + "Alanine_Aminotransferase_Level": 30.18482421, + "Aspartate_Aminotransferase_Level": 45.63677081, + "Creatinine_Level": 1.387721587, + "LDH_Level": 102.2967572, + "Calcium_Level": 10.16943864, + "Phosphorus_Level": 4.239191968, + "Glucose_Level": 70.39619559, + "Potassium_Level": 4.629320446, + "Sodium_Level": 142.2692814, + "Smoking_Pack_Years": 69.83064783 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.41157503, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.62743712, + "White_Blood_Cell_Count": 8.730054331, + "Platelet_Count": 440.2902027, + "Albumin_Level": 3.752166162, + "Alkaline_Phosphatase_Level": 64.0852036, + "Alanine_Aminotransferase_Level": 29.89147113, + "Aspartate_Aminotransferase_Level": 22.03780332, + "Creatinine_Level": 0.519068485, + "LDH_Level": 200.5039218, + "Calcium_Level": 9.696098019, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 47.90928313, + "Alanine_Aminotransferase_Level": 36.82509974, + "Aspartate_Aminotransferase_Level": 38.93170197, + "Creatinine_Level": 0.506054659, + "LDH_Level": 229.6012873, + "Calcium_Level": 10.20311994, + "Phosphorus_Level": 3.266754458, + "Glucose_Level": 106.3720832, + "Potassium_Level": 3.572191484, + "Sodium_Level": 141.0837187, + "Smoking_Pack_Years": 61.74023811 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.41675015, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.94649189, + "White_Blood_Cell_Count": 5.949772684, + "Platelet_Count": 368.1170876, + "Albumin_Level": 4.935864069, + "Alkaline_Phosphatase_Level": 65.23531142, + "Alanine_Aminotransferase_Level": 29.11776338, + "Aspartate_Aminotransferase_Level": 18.73270551, + "Creatinine_Level": 0.56695853, + "LDH_Level": 112.4509544, + "Calcium_Level": 8.080516122, + "Phosphorus_Level": 2.601833875, + "Glucose_Level": 75.49197989, + "Potassium_Level": 4.24185835, + "Sodium_Level": 144.9746486, + "Smoking_Pack_Years": 35.35244531 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.18493113, + "White_Blood_Cell_Count": 5.61782684, + "Platelet_Count": 287.2453152, + "Albumin_Level": 3.14704466, + "Alkaline_Phosphatase_Level": 93.75409757, + "Alanine_Aminotransferase_Level": 21.79002581, + "Aspartate_Aminotransferase_Level": 24.95653808, + "Creatinine_Level": 0.621518181, + "LDH_Level": 141.9773868, + "Calcium_Level": 8.644664866, + "Phosphorus_Level": 2.858475905, + "Glucose_Level": 128.8725738, + "Potassium_Level": 4.563761275, + "Sodium_Level": 141.8941042, + "Smoking_Pack_Years": 80.85278809 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.14908192, + "Phosphorus_Level": 4.8487408, + "Glucose_Level": 85.45834665, + "Potassium_Level": 3.776397762, + "Sodium_Level": 135.1356632, + "Smoking_Pack_Years": 13.29512096 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.95978434, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.21636944, + "White_Blood_Cell_Count": 8.078058929, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.87559053, + "White_Blood_Cell_Count": 8.648130625, + "Platelet_Count": 272.3495457, + "Albumin_Level": 3.91227645, + "Alkaline_Phosphatase_Level": 47.39240961, + "Alanine_Aminotransferase_Level": 33.88480615, + "Aspartate_Aminotransferase_Level": 20.23361795, + "Creatinine_Level": 0.904016595, + "LDH_Level": 207.2350623, + "Calcium_Level": 8.3797565, + "Phosphorus_Level": 4.796662944, + "Glucose_Level": 86.36541306, + "Potassium_Level": 4.016045579, + "Sodium_Level": 139.0692047, + "Smoking_Pack_Years": 46.18312408 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.37145901, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.26925169, + "White_Blood_Cell_Count": 8.244781853, + "Platelet_Count": 246.4719371, + "Albumin_Level": 3.186353882, + "Alkaline_Phosphatase_Level": 49.21431879, + "Alanine_Aminotransferase_Level": 5.360379237, + "Aspartate_Aminotransferase_Level": 32.72362761, + "Creatinine_Level": 0.619205228, + "LDH_Level": 223.8695741, + "Calcium_Level": 8.810631443, + "Phosphorus_Level": 3.572460284, + "Glucose_Level": 115.0853275, + "Potassium_Level": 4.271163792, + "Sodium_Level": 142.0444434, + "Smoking_Pack_Years": 82.68348376 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.72102931, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.17659765, + "White_Blood_Cell_Count": 6.756400026, + "Platelet_Count": 291.6914467, + "Albumin_Level": 3.134046603, + "Alkaline_Phosphatase_Level": 30.96212353, + "Alanine_Aminotransferase_Level": 28.05085841, + "Aspartate_Aminotransferase_Level": 43.10448927, + "Creatinine_Level": 0.902824736, + "LDH_Level": 119.7491283, + "Calcium_Level": 9.800518534, + "Phosphorus_Level": 3.067374973, + "Glucose_Level": 81.59833806, + "Potassium_Level": 4.968242135, + "Sodium_Level": 142.4496515, + "Smoking_Pack_Years": 41.28094527 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.88935965, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.17864046, + "White_Blood_Cell_Count": 9.862539188, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.1780441, + "White_Blood_Cell_Count": 4.221719925, + "Platelet_Count": 398.8766341, + "Albumin_Level": 3.255638676, + "Alkaline_Phosphatase_Level": 60.72123347, + "Alanine_Aminotransferase_Level": 9.214683432, + "Aspartate_Aminotransferase_Level": 46.56149141, + "Creatinine_Level": 1.485801199, + "LDH_Level": 181.4239642, + "Calcium_Level": 9.257365703, + "Phosphorus_Level": 3.277036948, + "Glucose_Level": 73.3903868, + "Potassium_Level": 3.675779245, + "Sodium_Level": 141.3027375, + "Smoking_Pack_Years": 77.18163776 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.5336893, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.9741196, + "White_Blood_Cell_Count": 9.890987923, + "Platelet_Count": 396.0857608, + "Albumin_Level": 3.12242024, + "Alkaline_Phosphatase_Level": 34.28810653, + "Alanine_Aminotransferase_Level": 7.411675991, + "Aspartate_Aminotransferase_Level": 48.72160342, + "Creatinine_Level": 1.314205031, + "LDH_Level": 157.5179675, + "Calcium_Level": 8.631774992, + "Phosphorus_Level": 4.516288384, + "Glucose_Level": 120.5492965, + "Potassium_Level": 4.892288667, + "Sodium_Level": 139.8194519, + "Smoking_Pack_Years": 7.280214551 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.96404965, + "White_Blood_Cell_Count": 9.119526765, + "Platelet_Count": 241.4520534, + "Albumin_Level": 4.663469245, + "Alkaline_Phosphatase_Level": 106.2619441, + "Alanine_Aminotransferase_Level": 35.30484794, + "Aspartate_Aminotransferase_Level": 37.2438897, + "Creatinine_Level": 1.495953695, + "LDH_Level": 131.4693765, + "Calcium_Level": 10.2548443, + "Phosphorus_Level": 2.931843254, + "Glucose_Level": 72.14939532, + "Potassium_Level": 4.488008006, + "Sodium_Level": 143.6870718, + "Smoking_Pack_Years": 93.45944159 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.51269538, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 25.48365051 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.58133189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.03992052, + "White_Blood_Cell_Count": 9.077996938, + "Platelet_Count": 158.5655402, + "Albumin_Level": 3.101789838, + "Alkaline_Phosphatase_Level": 52.37134424, + "Alanine_Aminotransferase_Level": 24.35896364, + "Aspartate_Aminotransferase_Level": 37.53007847, + "Creatinine_Level": 1.348453173, + "LDH_Level": 112.1595236, + "Calcium_Level": 8.046677126, + "Phosphorus_Level": 4.735741869, + "Glucose_Level": 103.8787866, + "Potassium_Level": 3.641533003, + "Sodium_Level": 139.2889715, + "Smoking_Pack_Years": 54.33352929 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.09988995, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 73, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.79119415, + "White_Blood_Cell_Count": 5.770241196, + "Platelet_Count": 342.2511098, + "Albumin_Level": 4.419694424, + "Alkaline_Phosphatase_Level": 84.31827866, + "Alanine_Aminotransferase_Level": 19.10856536, + "Aspartate_Aminotransferase_Level": 40.66527641, + "Creatinine_Level": 0.642020675, + "LDH_Level": 217.7084964, + "Calcium_Level": 8.328127434, + "Phosphorus_Level": 4.050811146, + "Glucose_Level": 117.7784164, + "Potassium_Level": 3.815903163, + "Sodium_Level": 137.1822611, + "Smoking_Pack_Years": 48.922192 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.22118837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Potassium_Level": 4.04961561, + "Sodium_Level": 139.4372834, + "Smoking_Pack_Years": 11.78623557 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.53143737, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.66640712, + "White_Blood_Cell_Count": 8.762506166, + "Platelet_Count": 323.6786976, + "Albumin_Level": 3.371136574, + "Alkaline_Phosphatase_Level": 95.70317878, + "Alanine_Aminotransferase_Level": 29.31722084, + "Aspartate_Aminotransferase_Level": 18.34316261, + "Creatinine_Level": 1.491280726, + "LDH_Level": 244.0920679, + "Calcium_Level": 9.476683137, + "Phosphorus_Level": 3.128008238, + "Glucose_Level": 107.9838612, + "Potassium_Level": 3.692145547, + "Sodium_Level": 142.0002642, + "Smoking_Pack_Years": 87.11642075 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.81916879, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.220991, + "White_Blood_Cell_Count": 5.163117192, + "Platelet_Count": 431.4685219, + "Albumin_Level": 3.184859427, + "Alkaline_Phosphatase_Level": 89.35558486, + "Alanine_Aminotransferase_Level": 28.82994311, + "Aspartate_Aminotransferase_Level": 17.56737656, + "Creatinine_Level": 0.593393109, + "LDH_Level": 144.6815374, + "Calcium_Level": 10.34297716, + "Phosphorus_Level": 3.82049493, + "Glucose_Level": 111.1555537, + "Potassium_Level": 3.572251574, + "Sodium_Level": 139.8428466, + "Smoking_Pack_Years": 70.47612659 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.16320629, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.9814655, + "White_Blood_Cell_Count": 3.657286729, + "Platelet_Count": 271.4911154, + "Albumin_Level": 4.354366527, + "Alkaline_Phosphatase_Level": 114.7826321, + "Alanine_Aminotransferase_Level": 38.30618178, + "Aspartate_Aminotransferase_Level": 44.9647325, + "Creatinine_Level": 1.343753636, + "LDH_Level": 219.1846871, + "Calcium_Level": 8.464379344, + "Phosphorus_Level": 4.415713039, + "Glucose_Level": 102.5354206, + "Potassium_Level": 4.499101354, + "Sodium_Level": 143.9996312, + "Smoking_Pack_Years": 63.58186665 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.60492386, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.40349325, + "White_Blood_Cell_Count": 7.671001065, + "Platelet_Count": 179.5411941, + "Albumin_Level": 4.21851045, + "Alkaline_Phosphatase_Level": 112.3473517, + "Alanine_Aminotransferase_Level": 18.1122734, + "Aspartate_Aminotransferase_Level": 35.45762357, + "Creatinine_Level": 0.72621681, + "LDH_Level": 169.0544972, + "Calcium_Level": 9.933205511, + "Phosphorus_Level": 4.732346299, + "Glucose_Level": 146.9430359, + "Potassium_Level": 4.517365762, + "Sodium_Level": 142.12751, + "Smoking_Pack_Years": 27.55999741 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.26008626, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.01161355, + "White_Blood_Cell_Count": 4.595025985, + "Platelet_Count": 213.6184245, + "Albumin_Level": 4.590494061, + "Alkaline_Phosphatase_Level": 31.03410634, + "Alanine_Aminotransferase_Level": 29.33907858, + "Aspartate_Aminotransferase_Level": 19.46929464, + "Creatinine_Level": 1.027984777, + "LDH_Level": 193.2998546, + "Calcium_Level": 9.416635259, + "Phosphorus_Level": 4.211614929, + "Glucose_Level": 96.00962478, + "Potassium_Level": 4.774465373, + "Sodium_Level": 135.4168198, + "Smoking_Pack_Years": 67.26703783 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.10425126, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.21336385, + "White_Blood_Cell_Count": 8.536188083, + "Platelet_Count": 224.3568707, + "Albumin_Level": 3.209876167, + "Alkaline_Phosphatase_Level": 86.32772893, + "Alanine_Aminotransferase_Level": 27.07787955, + "Aspartate_Aminotransferase_Level": 32.30959053, + "Creatinine_Level": 0.74555634, + "LDH_Level": 225.3010061, + "Calcium_Level": 9.836090424, + "Phosphorus_Level": 4.100083849, + "Glucose_Level": 83.14277705, + "Potassium_Level": 4.130203537, + "Sodium_Level": 135.1399679, + "Smoking_Pack_Years": 25.67722825 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.695898, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.57140413, + "White_Blood_Cell_Count": 5.648770538, + "Platelet_Count": 385.3044274, + "Albumin_Level": 3.991035562, + "Alkaline_Phosphatase_Level": 83.23828562, + "Alanine_Aminotransferase_Level": 14.9296937, + "Aspartate_Aminotransferase_Level": 44.63801595, + "Creatinine_Level": 1.235190417, + "LDH_Level": 224.2626498, + "Calcium_Level": 8.277598178, + "Phosphorus_Level": 3.018411428, + "Glucose_Level": 84.07674435, + "Potassium_Level": 3.569123206, + "Sodium_Level": 135.7984978, + "Smoking_Pack_Years": 75.37587027 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.5427756, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.2946893, + "White_Blood_Cell_Count": 4.917089851, + "Platelet_Count": 371.1522763, + "Albumin_Level": 3.084133403, + "Alkaline_Phosphatase_Level": 38.67517831, + "Alanine_Aminotransferase_Level": 5.498617893, + "Aspartate_Aminotransferase_Level": 12.77316468, + "Creatinine_Level": 0.822549969, + "LDH_Level": 154.9756656, + "Calcium_Level": 9.638056875, + "Phosphorus_Level": 3.168584508, + "Glucose_Level": 105.0277263, + "Potassium_Level": 4.487518634, + "Sodium_Level": 143.4517798, + "Smoking_Pack_Years": 65.30887237 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.16961076, + "Tumor_Location": 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"Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.32819389, + "White_Blood_Cell_Count": 4.75699874, + "Platelet_Count": 343.9623659, + "Albumin_Level": 4.110347356, + "Alkaline_Phosphatase_Level": 103.8052823, + "Alanine_Aminotransferase_Level": 8.9575603, + "Aspartate_Aminotransferase_Level": 38.57090666, + "Creatinine_Level": 0.591946591, + "LDH_Level": 243.1721297, + "Calcium_Level": 8.53245164, + "Phosphorus_Level": 2.657649673, + "Glucose_Level": 78.04141213, + "Potassium_Level": 4.23101017, + "Sodium_Level": 138.6899935, + "Smoking_Pack_Years": 87.54674212 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.1299337, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.54863783, + "White_Blood_Cell_Count": 8.511468549, + "Platelet_Count": 441.6935608, + "Albumin_Level": 4.381360506, + "Alkaline_Phosphatase_Level": 53.59445566, + "Alanine_Aminotransferase_Level": 10.80305532, + "Aspartate_Aminotransferase_Level": 25.47750945, + "Creatinine_Level": 1.01899053, + "LDH_Level": 240.6660658, + "Calcium_Level": 8.495442925, + "Phosphorus_Level": 4.16883639, + "Glucose_Level": 118.5846518, + "Potassium_Level": 4.185288341, + "Sodium_Level": 137.2452915, + "Smoking_Pack_Years": 94.91198824 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.18822791, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.85557948, + "White_Blood_Cell_Count": 4.567143709, + "Platelet_Count": 228.852352, + "Albumin_Level": 3.312571653, + "Alkaline_Phosphatase_Level": 71.13677219, + "Alanine_Aminotransferase_Level": 23.57678942, + "Aspartate_Aminotransferase_Level": 43.09483127, + "Creatinine_Level": 1.475910517, + "LDH_Level": 117.0460744, + "Calcium_Level": 9.99587948, + "Phosphorus_Level": 4.564943177, + "Glucose_Level": 82.33351965, + "Potassium_Level": 3.623923331, + "Sodium_Level": 137.114766, + "Smoking_Pack_Years": 84.67762761 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.49445952, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.05092494, + "White_Blood_Cell_Count": 3.77445837, + "Platelet_Count": 423.8744767, + "Albumin_Level": 3.078468377, + "Alkaline_Phosphatase_Level": 104.0279616, + "Alanine_Aminotransferase_Level": 13.79026293, + "Aspartate_Aminotransferase_Level": 30.69313267, + "Creatinine_Level": 0.958445081, + "LDH_Level": 146.4340624, + "Calcium_Level": 9.719631602, + "Phosphorus_Level": 2.678201654, + "Glucose_Level": 76.68818206, + "Potassium_Level": 4.383378986, + "Sodium_Level": 135.6368977, + "Smoking_Pack_Years": 74.94146408 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.08680429, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.42945455, + "White_Blood_Cell_Count": 6.016248604, + "Platelet_Count": 433.8034882, + "Albumin_Level": 3.153437829, + "Alkaline_Phosphatase_Level": 77.27566656, + "Alanine_Aminotransferase_Level": 29.28190024, + "Aspartate_Aminotransferase_Level": 17.37179652, + "Creatinine_Level": 0.834465813, + "LDH_Level": 190.7880518, + "Calcium_Level": 9.44661946, + "Phosphorus_Level": 4.254934286, + "Glucose_Level": 86.70487023, + "Potassium_Level": 4.971092906, + "Sodium_Level": 142.8246805, + "Smoking_Pack_Years": 9.138903511 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.69083655, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.69842977, + "White_Blood_Cell_Count": 4.920413095, + "Platelet_Count": 265.1558735, + "Albumin_Level": 3.262875331, + "Alkaline_Phosphatase_Level": 44.70438047, + "Alanine_Aminotransferase_Level": 26.99369254, + "Aspartate_Aminotransferase_Level": 43.05447191, + "Creatinine_Level": 1.070905831, + "LDH_Level": 104.8847154, + "Calcium_Level": 8.532041201, + "Phosphorus_Level": 4.62018741, + "Glucose_Level": 140.6376541, + "Potassium_Level": 4.664872173, + "Sodium_Level": 144.2938826, + "Smoking_Pack_Years": 51.05931359 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.57887546, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.55845014, + "White_Blood_Cell_Count": 7.14320241, + "Platelet_Count": 383.9409696, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.19570833, + "White_Blood_Cell_Count": 9.689509382, + "Platelet_Count": 229.5275698, + "Albumin_Level": 4.370464153, + "Alkaline_Phosphatase_Level": 80.56839528, + "Alanine_Aminotransferase_Level": 28.60465845, + "Aspartate_Aminotransferase_Level": 43.10584501, + "Creatinine_Level": 0.619569424, + "LDH_Level": 215.7830954, + "Calcium_Level": 10.0155731, + "Phosphorus_Level": 4.093220831, + "Glucose_Level": 108.2038121, + "Potassium_Level": 4.054218074, + "Sodium_Level": 141.3031927, + "Smoking_Pack_Years": 40.05790103 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.075471, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.46893928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.97191182, + "White_Blood_Cell_Count": 6.603888298, + "Platelet_Count": 325.0112499, + "Albumin_Level": 3.129513676, + "Alkaline_Phosphatase_Level": 113.8242636, + "Alanine_Aminotransferase_Level": 20.26332896, + "Aspartate_Aminotransferase_Level": 40.79602379, + "Creatinine_Level": 0.515009526, + "LDH_Level": 153.781625, + "Calcium_Level": 9.955977997, + "Phosphorus_Level": 3.845768553, + "Glucose_Level": 110.8054236, + "Potassium_Level": 4.355158288, + "Sodium_Level": 139.3732833, + "Smoking_Pack_Years": 19.12966066 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.05259948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.83001937, + "White_Blood_Cell_Count": 4.737835215, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.12826233, + "White_Blood_Cell_Count": 7.966107319, + "Platelet_Count": 449.7221916, + "Albumin_Level": 3.274312672, + "Alkaline_Phosphatase_Level": 57.37522206, + "Alanine_Aminotransferase_Level": 7.962137935, + "Aspartate_Aminotransferase_Level": 47.58403404, + "Creatinine_Level": 1.215437296, + "LDH_Level": 135.6720627, + "Calcium_Level": 8.080249926, + "Phosphorus_Level": 2.559851014, + "Glucose_Level": 146.9132861, + "Potassium_Level": 4.713186907, + "Sodium_Level": 140.468544, + "Smoking_Pack_Years": 77.2187021 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.17179821, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.75730697, + "White_Blood_Cell_Count": 6.354238338, + "Platelet_Count": 351.7489752, + "Albumin_Level": 4.080654925, + "Alkaline_Phosphatase_Level": 119.4546195, + "Alanine_Aminotransferase_Level": 34.31566161, + "Aspartate_Aminotransferase_Level": 20.55448544, + "Creatinine_Level": 1.139600958, + "LDH_Level": 140.2959834, + "Calcium_Level": 8.876448129, + "Phosphorus_Level": 4.343026406, + "Glucose_Level": 89.29256204, + "Potassium_Level": 4.418096168, + "Sodium_Level": 139.9316202, + "Smoking_Pack_Years": 2.02958451 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.94327171, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.00794007, + "White_Blood_Cell_Count": 6.171869426, + "Platelet_Count": 429.1383561, + "Albumin_Level": 3.853669044, + "Alkaline_Phosphatase_Level": 61.62206113, + "Alanine_Aminotransferase_Level": 27.10404829, + "Aspartate_Aminotransferase_Level": 41.65438158, + "Creatinine_Level": 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"White_Blood_Cell_Count": 3.899819452, + "Platelet_Count": 278.5976771, + "Albumin_Level": 4.09370525, + "Alkaline_Phosphatase_Level": 81.51847123, + "Alanine_Aminotransferase_Level": 9.576411703, + "Aspartate_Aminotransferase_Level": 14.28485853, + "Creatinine_Level": 1.059140522, + "LDH_Level": 175.5266407, + "Calcium_Level": 8.460045472, + "Phosphorus_Level": 4.476029778, + "Glucose_Level": 146.8290254, + "Potassium_Level": 3.844848933, + "Sodium_Level": 135.4531674, + "Smoking_Pack_Years": 92.09996069 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.97335336, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.04440531, + "White_Blood_Cell_Count": 7.879281898, + "Platelet_Count": 234.17384, + "Albumin_Level": 3.076905104, + "Alkaline_Phosphatase_Level": 30.45582286, + "Alanine_Aminotransferase_Level": 34.32140561, + "Aspartate_Aminotransferase_Level": 35.60388067, + "Creatinine_Level": 1.001259747, + "LDH_Level": 161.9037029, + "Calcium_Level": 10.05514958, + "Phosphorus_Level": 2.967808712, + "Glucose_Level": 99.44782566, + "Potassium_Level": 4.376816395, + "Sodium_Level": 143.5184294, + "Smoking_Pack_Years": 66.96103177 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.71354991, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.4473612, + "White_Blood_Cell_Count": 4.822697866, + "Platelet_Count": 364.4329704, + "Albumin_Level": 4.447429031, + "Alkaline_Phosphatase_Level": 64.66162591, + "Alanine_Aminotransferase_Level": 39.50120389, + "Aspartate_Aminotransferase_Level": 27.62907569, + "Creatinine_Level": 1.084531216, + "LDH_Level": 182.8943459, + "Calcium_Level": 10.39470759, + "Phosphorus_Level": 4.002923333, + "Glucose_Level": 133.032658, + "Potassium_Level": 4.46238386, + "Sodium_Level": 140.9829259, + "Smoking_Pack_Years": 35.43969345 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.50544493, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.51712305, + "White_Blood_Cell_Count": 3.937571495, + "Platelet_Count": 163.2077862, + "Albumin_Level": 3.646621837, + "Alkaline_Phosphatase_Level": 68.00248572, + "Alanine_Aminotransferase_Level": 11.64954105, + "Aspartate_Aminotransferase_Level": 49.79699593, + "Creatinine_Level": 1.478207052, + "LDH_Level": 205.2854828, + "Calcium_Level": 10.24513584, + "Phosphorus_Level": 4.262984898, + "Glucose_Level": 74.59116444, + "Potassium_Level": 4.233944973, + "Sodium_Level": 142.3274529, + "Smoking_Pack_Years": 82.83945089 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.81281765, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.46344285, + "White_Blood_Cell_Count": 9.095073673, + "Platelet_Count": 365.4124025, + "Albumin_Level": 3.418479597, + "Alkaline_Phosphatase_Level": 88.07213427, + "Alanine_Aminotransferase_Level": 17.65833366, + "Aspartate_Aminotransferase_Level": 34.75826646, + "Creatinine_Level": 1.271599106, + "LDH_Level": 248.2956224, + "Calcium_Level": 9.269260432, + "Phosphorus_Level": 4.656288754, + "Glucose_Level": 82.6604633, + "Potassium_Level": 3.821493598, + "Sodium_Level": 141.3641966, + "Smoking_Pack_Years": 49.51412461 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.64279757, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.34561064, + "White_Blood_Cell_Count": 9.736075282, + "Platelet_Count": 298.4756121, + "Albumin_Level": 3.870334586, + "Alkaline_Phosphatase_Level": 69.47106271, + "Alanine_Aminotransferase_Level": 15.22605146, + "Aspartate_Aminotransferase_Level": 49.9166527, + "Creatinine_Level": 0.587771915, + "LDH_Level": 224.8758684, + "Calcium_Level": 10.22732284, + "Phosphorus_Level": 4.10441251, + "Glucose_Level": 83.42711497, + "Potassium_Level": 4.509501368, + "Sodium_Level": 138.1932196, + "Smoking_Pack_Years": 35.45637896 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.71207442, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.43826412, + "White_Blood_Cell_Count": 9.365715604, + "Platelet_Count": 299.6639893, + "Albumin_Level": 3.35653725, + "Alkaline_Phosphatase_Level": 65.79733925, + "Alanine_Aminotransferase_Level": 9.223465776, + "Aspartate_Aminotransferase_Level": 26.75180619, + "Creatinine_Level": 0.549700228, + "LDH_Level": 220.5618581, + "Calcium_Level": 8.404013267, + "Phosphorus_Level": 3.994326651, + "Glucose_Level": 109.2182234, + "Potassium_Level": 4.486692862, + "Sodium_Level": 142.8213772, + "Smoking_Pack_Years": 20.33175005 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.36072501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 78, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.62749961, + "White_Blood_Cell_Count": 8.628099076, + "Platelet_Count": 213.0527932, + "Albumin_Level": 3.63648752, + "Alkaline_Phosphatase_Level": 117.5811055, + "Alanine_Aminotransferase_Level": 11.53108405, + "Aspartate_Aminotransferase_Level": 37.79950744, + "Creatinine_Level": 0.944398492, + "LDH_Level": 229.7969635, + "Calcium_Level": 9.193774237, + "Phosphorus_Level": 3.744863094, + "Glucose_Level": 100.6966332, + "Potassium_Level": 4.834400633, + "Sodium_Level": 138.6939143, + "Smoking_Pack_Years": 30.10346435 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.40407011, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.14683916, + "White_Blood_Cell_Count": 5.694765867, + "Platelet_Count": 213.6213632, + "Albumin_Level": 4.68968346, + "Alkaline_Phosphatase_Level": 92.87754086, + "Alanine_Aminotransferase_Level": 13.17563208, + "Aspartate_Aminotransferase_Level": 29.03347239, + "Creatinine_Level": 1.416546169, + "LDH_Level": 244.5776029, + "Calcium_Level": 9.137812251, + "Phosphorus_Level": 4.825183338, + "Glucose_Level": 78.16135049, + "Potassium_Level": 4.065887776, + "Sodium_Level": 140.2428834, + "Smoking_Pack_Years": 64.09510285 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.91662421, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.30803195, + "White_Blood_Cell_Count": 7.197067312, + "Platelet_Count": 321.930205, + "Albumin_Level": 3.820687859, + "Alkaline_Phosphatase_Level": 78.31552779, + "Alanine_Aminotransferase_Level": 18.4504912, + "Aspartate_Aminotransferase_Level": 21.02716299, + "Creatinine_Level": 0.549134817, + "LDH_Level": 153.6801099, + "Calcium_Level": 8.126810784, + "Phosphorus_Level": 2.953744203, + "Glucose_Level": 111.5952469, + "Potassium_Level": 4.846839507, + "Sodium_Level": 141.4637545, + "Smoking_Pack_Years": 88.23620496 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.34196312, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.7184774, + "White_Blood_Cell_Count": 8.856953843, + "Platelet_Count": 372.2919642, + "Albumin_Level": 3.852131232, + "Alkaline_Phosphatase_Level": 63.83873104, + "Alanine_Aminotransferase_Level": 26.18098524, + "Aspartate_Aminotransferase_Level": 28.89973527, + "Creatinine_Level": 0.987663291, + "LDH_Level": 146.7054642, + "Calcium_Level": 9.497180293, + "Phosphorus_Level": 2.614197281, + "Glucose_Level": 107.9951522, + "Potassium_Level": 4.017011741, + "Sodium_Level": 138.0607845, + "Smoking_Pack_Years": 75.61799256 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.38002239, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 12.54576143, + "Aspartate_Aminotransferase_Level": 19.48709144, + "Creatinine_Level": 0.526808833, + "LDH_Level": 228.1796883, + "Calcium_Level": 8.75736106, + "Phosphorus_Level": 2.747908123, + "Glucose_Level": 101.4653345, + "Potassium_Level": 4.170702079, + "Sodium_Level": 143.8512029, + "Smoking_Pack_Years": 22.94376234 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.74661841, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.69720609, + "White_Blood_Cell_Count": 4.346017868, + "Platelet_Count": 239.2210347, + "Albumin_Level": 4.188784171, + "Alkaline_Phosphatase_Level": 80.04232482, + "Alanine_Aminotransferase_Level": 11.48034602, + "Aspartate_Aminotransferase_Level": 45.37433449, + "Creatinine_Level": 0.848160444, + "LDH_Level": 242.7785976, + "Calcium_Level": 9.741112657, + "Phosphorus_Level": 2.771384186, + "Glucose_Level": 147.5426289, + "Potassium_Level": 3.862537747, + "Sodium_Level": 142.7408812, + "Smoking_Pack_Years": 28.88387527 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.56366808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.3433793, + "White_Blood_Cell_Count": 6.098800013, + "Platelet_Count": 179.0734769, + "Albumin_Level": 4.485004381, + "Alkaline_Phosphatase_Level": 63.82953638, + "Alanine_Aminotransferase_Level": 29.23235416, + "Aspartate_Aminotransferase_Level": 17.22177775, + "Creatinine_Level": 1.179295921, + "LDH_Level": 117.3824178, + "Calcium_Level": 9.838346924, + "Phosphorus_Level": 4.169363432, + "Glucose_Level": 129.5710662, + "Potassium_Level": 3.885821436, + "Sodium_Level": 138.8809586, + "Smoking_Pack_Years": 92.17891448 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.46024218, + "Tumor_Location": 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106.8826625, + "Potassium_Level": 4.101238233, + "Sodium_Level": 143.8147248, + "Smoking_Pack_Years": 3.75465535 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.5323293, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.80477262, + "White_Blood_Cell_Count": 5.275093231, + "Platelet_Count": 397.1477655, + "Albumin_Level": 4.898916874, + "Alkaline_Phosphatase_Level": 76.89202445, + "Alanine_Aminotransferase_Level": 17.72134912, + "Aspartate_Aminotransferase_Level": 45.17442522, + "Creatinine_Level": 0.760317453, + "LDH_Level": 150.3915722, + "Calcium_Level": 8.601242536, + "Phosphorus_Level": 2.631913027, + "Glucose_Level": 103.9003146, + "Potassium_Level": 4.912021887, + "Sodium_Level": 138.1849039, + "Smoking_Pack_Years": 37.68817343 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.24456492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 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"Alkaline_Phosphatase_Level": 78.0667695, + "Alanine_Aminotransferase_Level": 7.105571766, + "Aspartate_Aminotransferase_Level": 31.47962289, + "Creatinine_Level": 0.968629208, + "LDH_Level": 134.69869, + "Calcium_Level": 10.32364731, + "Phosphorus_Level": 4.154326433, + "Glucose_Level": 142.5040524, + "Potassium_Level": 3.985502602, + "Sodium_Level": 143.5176677, + "Smoking_Pack_Years": 41.04365449 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.87650247, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.67881168, + "White_Blood_Cell_Count": 7.769230967, + "Platelet_Count": 243.422892, + "Albumin_Level": 4.345347366, + "Alkaline_Phosphatase_Level": 83.24887376, + "Alanine_Aminotransferase_Level": 11.22215832, + "Aspartate_Aminotransferase_Level": 47.69478115, + "Creatinine_Level": 0.722621737, + "LDH_Level": 109.3914237, + "Calcium_Level": 9.401515644, + "Phosphorus_Level": 3.905151285, + "Glucose_Level": 90.9592216, + "Potassium_Level": 4.871344987, + "Sodium_Level": 140.5486067, + "Smoking_Pack_Years": 95.22058452 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.01332079, + "White_Blood_Cell_Count": 6.27448591, + "Platelet_Count": 304.1315138, + "Albumin_Level": 4.705202874, + "Alkaline_Phosphatase_Level": 105.0297197, + "Alanine_Aminotransferase_Level": 24.54317602, + "Aspartate_Aminotransferase_Level": 20.41637638, + "Creatinine_Level": 0.9923057, + "LDH_Level": 174.1862791, + "Calcium_Level": 8.669249902, + "Phosphorus_Level": 2.608106702, + "Glucose_Level": 98.1460462, + "Potassium_Level": 3.786900281, + "Sodium_Level": 140.0998416, + "Smoking_Pack_Years": 51.25875205 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.90677379, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.49621959, + "White_Blood_Cell_Count": 6.394558237, + "Platelet_Count": 361.1546918, + "Albumin_Level": 4.828353464, + "Alkaline_Phosphatase_Level": 30.10416522, + "Alanine_Aminotransferase_Level": 29.73543995, + "Aspartate_Aminotransferase_Level": 38.45051423, + "Creatinine_Level": 1.09904746, + "LDH_Level": 114.6906219, + "Calcium_Level": 9.499445242, + "Phosphorus_Level": 3.581750439, + "Glucose_Level": 133.8529461, + "Potassium_Level": 4.285064378, + "Sodium_Level": 142.6500288, + "Smoking_Pack_Years": 99.30140328 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.63305382, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.88714264, + "White_Blood_Cell_Count": 8.057703276, + "Platelet_Count": 164.9592433, + "Albumin_Level": 4.455081115, + "Alkaline_Phosphatase_Level": 94.88839529, + "Alanine_Aminotransferase_Level": 10.07570199, + "Aspartate_Aminotransferase_Level": 45.68429684, + "Creatinine_Level": 1.446878818, + "LDH_Level": 193.4536658, + "Calcium_Level": 10.4377662, + "Phosphorus_Level": 4.668929977, + "Glucose_Level": 131.024432, + "Potassium_Level": 3.539756874, + "Sodium_Level": 136.6151824, + "Smoking_Pack_Years": 11.03900519 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.73241082, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.65828671, + "White_Blood_Cell_Count": 4.791153461, + "Platelet_Count": 193.8878313, + "Albumin_Level": 4.553605242, + "Alkaline_Phosphatase_Level": 33.11515345, + "Alanine_Aminotransferase_Level": 18.79449856, + "Aspartate_Aminotransferase_Level": 22.79948968, + "Creatinine_Level": 0.92672516, + "LDH_Level": 202.1633058, + "Calcium_Level": 9.117663486, + "Phosphorus_Level": 3.605407776, + "Glucose_Level": 125.2261938, + "Potassium_Level": 3.670910818, + "Sodium_Level": 137.279969, + "Smoking_Pack_Years": 8.558208625 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.77160112, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.66885915, + "White_Blood_Cell_Count": 8.164998418, + "Platelet_Count": 358.5500136, + "Albumin_Level": 3.510544371, + "Alkaline_Phosphatase_Level": 81.61126587, + "Alanine_Aminotransferase_Level": 32.74958015, + "Aspartate_Aminotransferase_Level": 24.75754841, + "Creatinine_Level": 1.396601794, + "LDH_Level": 184.6656756, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.26717148, + "White_Blood_Cell_Count": 4.297876661, + "Platelet_Count": 290.8250769, + "Albumin_Level": 3.746843998, + "Alkaline_Phosphatase_Level": 61.60710607, + "Alanine_Aminotransferase_Level": 14.14730978, + "Aspartate_Aminotransferase_Level": 48.40599876, + "Creatinine_Level": 0.788846187, + "LDH_Level": 235.0981525, + "Calcium_Level": 8.046444366, + "Phosphorus_Level": 3.229025883, + "Glucose_Level": 145.2176537, + "Potassium_Level": 3.84407442, + "Sodium_Level": 144.8355089, + "Smoking_Pack_Years": 28.46577537 + }, + { + "Age": 77, + "Gender": "Male", 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"LDH_Level": 208.6077025, + "Calcium_Level": 8.589398013, + "Phosphorus_Level": 3.729295205, + "Glucose_Level": 137.1336172, + "Potassium_Level": 4.977767409, + "Sodium_Level": 142.3436837, + "Smoking_Pack_Years": 22.255002 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.0751568, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.39769573, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.37060596, + "White_Blood_Cell_Count": 7.212931934, + "Platelet_Count": 174.3019435, + "Albumin_Level": 4.310991867, + "Alkaline_Phosphatase_Level": 96.20571209, + "Alanine_Aminotransferase_Level": 24.3580598, + "Aspartate_Aminotransferase_Level": 32.1800384, + "Creatinine_Level": 0.767410448, + "LDH_Level": 172.3585598, + "Calcium_Level": 8.711974632, + "Phosphorus_Level": 3.150174078, + "Glucose_Level": 124.0667293, + "Potassium_Level": 4.567107028, + "Sodium_Level": 144.2663078, + "Smoking_Pack_Years": 23.02070453 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.35108228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.40948034, + "White_Blood_Cell_Count": 8.229112885, + "Platelet_Count": 414.6861619, + "Albumin_Level": 4.643221278, + "Alkaline_Phosphatase_Level": 71.55042767, + "Alanine_Aminotransferase_Level": 28.35376714, + "Aspartate_Aminotransferase_Level": 16.01935972, + "Creatinine_Level": 0.997269515, + "LDH_Level": 128.3935198, + "Calcium_Level": 9.514859641, + "Phosphorus_Level": 4.027446314, + "Glucose_Level": 90.65779002, + "Potassium_Level": 3.671089468, + "Sodium_Level": 141.6386427, + "Smoking_Pack_Years": 77.13748736 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.2530264, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.10318849, + "White_Blood_Cell_Count": 7.827309302, + "Platelet_Count": 241.9491904, + "Albumin_Level": 4.763554456, + "Alkaline_Phosphatase_Level": 42.12425644, + "Alanine_Aminotransferase_Level": 15.03288916, + "Aspartate_Aminotransferase_Level": 26.29336256, + "Creatinine_Level": 0.56095816, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.45796194, + "White_Blood_Cell_Count": 3.687840878, + "Platelet_Count": 293.2120878, + "Albumin_Level": 3.853467626, + "Alkaline_Phosphatase_Level": 72.55360565, + "Alanine_Aminotransferase_Level": 16.30292277, + "Aspartate_Aminotransferase_Level": 17.7455414, + "Creatinine_Level": 0.527271683, + "LDH_Level": 119.7082619, + "Calcium_Level": 8.190360408, + "Phosphorus_Level": 3.920881685, + "Glucose_Level": 124.0206085, + "Potassium_Level": 4.132154078, + "Sodium_Level": 142.5716166, + "Smoking_Pack_Years": 34.07496865 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.28764496, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.3898983, + "White_Blood_Cell_Count": 8.411006319, + "Platelet_Count": 169.429667, + "Albumin_Level": 4.143606803, + "Alkaline_Phosphatase_Level": 57.23505407, + "Alanine_Aminotransferase_Level": 32.63084458, + "Aspartate_Aminotransferase_Level": 30.65452591, + "Creatinine_Level": 1.159152437, + "LDH_Level": 121.7960111, + "Calcium_Level": 9.221015395, + "Phosphorus_Level": 3.280218939, + "Glucose_Level": 77.66234936, + "Potassium_Level": 4.166859009, + "Sodium_Level": 138.1000082, + "Smoking_Pack_Years": 4.010794146 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.86819691, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.64313041, + "White_Blood_Cell_Count": 3.735018653, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.50624289, + "White_Blood_Cell_Count": 5.093453063, + "Platelet_Count": 273.1334315, + "Albumin_Level": 4.989879414, + "Alkaline_Phosphatase_Level": 32.36797052, + "Alanine_Aminotransferase_Level": 31.25184707, + "Aspartate_Aminotransferase_Level": 31.19064564, + "Creatinine_Level": 0.752953687, + "LDH_Level": 244.2067788, + "Calcium_Level": 8.734979784, + "Phosphorus_Level": 3.904693852, + "Glucose_Level": 127.4482325, + "Potassium_Level": 4.207016077, + "Sodium_Level": 138.916183, + "Smoking_Pack_Years": 88.23379351 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.78781507, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.89715964, + "White_Blood_Cell_Count": 8.315349013, + "Platelet_Count": 436.5825378, + "Albumin_Level": 3.768736266, + "Alkaline_Phosphatase_Level": 77.65054215, + "Alanine_Aminotransferase_Level": 10.80408328, + "Aspartate_Aminotransferase_Level": 34.51963583, + "Creatinine_Level": 1.170359691, + "LDH_Level": 147.4056275, + "Calcium_Level": 10.01386173, + "Phosphorus_Level": 3.193434043, + "Glucose_Level": 119.0836561, + "Potassium_Level": 4.866020487, + "Sodium_Level": 137.6121768, + "Smoking_Pack_Years": 2.859296447 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.30675731, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.88356763, + "White_Blood_Cell_Count": 6.579445155, + "Platelet_Count": 194.0369178, + "Albumin_Level": 3.283238632, + "Alkaline_Phosphatase_Level": 62.54632154, + "Alanine_Aminotransferase_Level": 16.37440499, + "Aspartate_Aminotransferase_Level": 23.45182765, + "Creatinine_Level": 1.270539095, + "LDH_Level": 239.3053706, + "Calcium_Level": 9.902341223, + "Phosphorus_Level": 3.369358212, + "Glucose_Level": 149.5132769, + "Potassium_Level": 3.785028791, + "Sodium_Level": 139.196364, + "Smoking_Pack_Years": 97.41485817 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.52364032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.29261889, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.51556062, + "White_Blood_Cell_Count": 7.272070135, + "Platelet_Count": 352.140708, + "Albumin_Level": 3.320354715, + "Alkaline_Phosphatase_Level": 52.68017431, + "Alanine_Aminotransferase_Level": 20.85369157, + "Aspartate_Aminotransferase_Level": 19.15721306, + "Creatinine_Level": 1.320129235, + "LDH_Level": 238.7783552, + "Calcium_Level": 9.079409942, + "Phosphorus_Level": 4.707486592, + "Glucose_Level": 73.89025717, + "Potassium_Level": 3.906484716, + "Sodium_Level": 143.237747, + "Smoking_Pack_Years": 25.36688782 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.62557004, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.7444601, + "White_Blood_Cell_Count": 8.105655415, + "Platelet_Count": 380.4490302, + "Albumin_Level": 3.848750868, + "Alkaline_Phosphatase_Level": 34.22785591, + "Alanine_Aminotransferase_Level": 10.54947115, + "Aspartate_Aminotransferase_Level": 33.18323169, + "Creatinine_Level": 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"White_Blood_Cell_Count": 7.118891011, + "Platelet_Count": 281.277588, + "Albumin_Level": 4.508334277, + "Alkaline_Phosphatase_Level": 70.80143373, + "Alanine_Aminotransferase_Level": 34.23280648, + "Aspartate_Aminotransferase_Level": 36.41991661, + "Creatinine_Level": 1.390476137, + "LDH_Level": 219.0996894, + "Calcium_Level": 9.453126681, + "Phosphorus_Level": 4.415609199, + "Glucose_Level": 106.0145024, + "Potassium_Level": 4.077056367, + "Sodium_Level": 135.5392657, + "Smoking_Pack_Years": 29.85743422 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.60261581, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.90804515, + "White_Blood_Cell_Count": 6.16338644, + "Platelet_Count": 286.0358687, + "Albumin_Level": 3.59849525, + "Alkaline_Phosphatase_Level": 50.85379588, + "Alanine_Aminotransferase_Level": 18.88855307, + "Aspartate_Aminotransferase_Level": 31.97090045, + "Creatinine_Level": 1.008923684, + "LDH_Level": 195.0454852, + "Calcium_Level": 10.13724144, + "Phosphorus_Level": 3.479616308, + "Glucose_Level": 115.6697027, + "Potassium_Level": 3.838766087, + "Sodium_Level": 137.7438048, + "Smoking_Pack_Years": 1.394132745 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.03523035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.95308024, + "White_Blood_Cell_Count": 9.418428866, + "Platelet_Count": 287.8800367, + "Albumin_Level": 3.686553411, + "Alkaline_Phosphatase_Level": 58.23158736, + "Alanine_Aminotransferase_Level": 29.73527354, + "Aspartate_Aminotransferase_Level": 10.90409861, + "Creatinine_Level": 0.849400014, + "LDH_Level": 215.2141983, + "Calcium_Level": 8.389681309, + "Phosphorus_Level": 3.084706621, + "Glucose_Level": 101.900478, + "Potassium_Level": 4.352363343, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 39.9377763, + "Creatinine_Level": 0.882125209, + "LDH_Level": 203.3993394, + "Calcium_Level": 9.825399731, + "Phosphorus_Level": 2.989151487, + "Glucose_Level": 131.8140549, + "Potassium_Level": 4.463734099, + "Sodium_Level": 144.7430441, + "Smoking_Pack_Years": 54.50402413 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.601033, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.93616116, + "White_Blood_Cell_Count": 7.387452973, + "Platelet_Count": 253.2650857, + "Albumin_Level": 4.350002501, + "Alkaline_Phosphatase_Level": 34.19015887, + "Alanine_Aminotransferase_Level": 31.93700502, + "Aspartate_Aminotransferase_Level": 19.29171813, + "Creatinine_Level": 1.052882785, + "LDH_Level": 247.0818104, + "Calcium_Level": 8.233278778, + "Phosphorus_Level": 2.720564159, + "Glucose_Level": 117.0130973, + "Potassium_Level": 4.756172365, + "Sodium_Level": 138.4128595, + "Smoking_Pack_Years": 86.09779572 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.81207472, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.90337017, + "White_Blood_Cell_Count": 8.992380476, + "Platelet_Count": 323.9184551, + "Albumin_Level": 4.032047412, + "Alkaline_Phosphatase_Level": 55.78946836, + "Alanine_Aminotransferase_Level": 35.05232616, + "Aspartate_Aminotransferase_Level": 19.72584158, + "Creatinine_Level": 1.177744406, + "LDH_Level": 103.7287519, + "Calcium_Level": 8.039259394, + "Phosphorus_Level": 3.142804123, + "Glucose_Level": 94.48297571, + "Potassium_Level": 4.563394858, + "Sodium_Level": 141.0738069, + "Smoking_Pack_Years": 20.76444777 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.56616039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.06047253, + "White_Blood_Cell_Count": 8.082028869, + "Platelet_Count": 384.9737364, + "Albumin_Level": 4.727525011, + "Alkaline_Phosphatase_Level": 86.51659519, + "Alanine_Aminotransferase_Level": 21.54110054, + "Aspartate_Aminotransferase_Level": 30.44806344, + "Creatinine_Level": 0.673583659, + "LDH_Level": 197.87654, + "Calcium_Level": 8.763918013, + "Phosphorus_Level": 2.725742236, + "Glucose_Level": 92.38829396, + "Potassium_Level": 4.976387204, + "Sodium_Level": 142.9435437, + "Smoking_Pack_Years": 63.68242879 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.91382575, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.0924077, + "White_Blood_Cell_Count": 8.20250711, + "Platelet_Count": 344.4049629, + "Albumin_Level": 4.329461129, + "Alkaline_Phosphatase_Level": 43.08865695, + "Alanine_Aminotransferase_Level": 16.57943403, + "Aspartate_Aminotransferase_Level": 26.43331973, + "Creatinine_Level": 1.32308555, + "LDH_Level": 172.2896898, + "Calcium_Level": 8.486628231, + "Phosphorus_Level": 3.867539163, + "Glucose_Level": 139.3128749, + "Potassium_Level": 4.768935557, + "Sodium_Level": 142.5543269, + "Smoking_Pack_Years": 58.51583798 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.44337438, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 84, + 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III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.80640691, + "White_Blood_Cell_Count": 6.701202994, + "Platelet_Count": 358.9705216, + "Albumin_Level": 4.904369936, + "Alkaline_Phosphatase_Level": 101.7335045, + "Alanine_Aminotransferase_Level": 11.23115367, + "Aspartate_Aminotransferase_Level": 36.97212623, + "Creatinine_Level": 0.549573692, + "LDH_Level": 128.4284699, + "Calcium_Level": 8.491469936, + "Phosphorus_Level": 4.892326817, + "Glucose_Level": 130.066719, + "Potassium_Level": 4.909810393, + "Sodium_Level": 142.8989662, + "Smoking_Pack_Years": 26.58764645 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.12939805, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.61298315, + "White_Blood_Cell_Count": 5.968989959, + "Platelet_Count": 399.0491117, + "Albumin_Level": 3.414888731, + "Alkaline_Phosphatase_Level": 42.75955455, + "Alanine_Aminotransferase_Level": 23.43187216, + "Aspartate_Aminotransferase_Level": 46.89652507, + "Creatinine_Level": 1.468148666, + "LDH_Level": 180.1243467, + "Calcium_Level": 8.481718869, + "Phosphorus_Level": 4.559016407, + "Glucose_Level": 146.5140483, + "Potassium_Level": 4.460178624, + "Sodium_Level": 137.5841843, + "Smoking_Pack_Years": 98.64322853 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.38542163, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.79891755, + "White_Blood_Cell_Count": 9.683993467, + "Platelet_Count": 344.9212151, + "Albumin_Level": 3.907593109, + "Alkaline_Phosphatase_Level": 92.42938009, + "Alanine_Aminotransferase_Level": 22.53162983, + "Aspartate_Aminotransferase_Level": 14.95750024, + "Creatinine_Level": 1.145955316, + "LDH_Level": 172.2060579, + "Calcium_Level": 9.227621558, + "Phosphorus_Level": 3.878494071, + "Glucose_Level": 77.71102536, + "Potassium_Level": 4.283158566, + "Sodium_Level": 135.6924167, + "Smoking_Pack_Years": 70.24510365 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.95062002, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", 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"Alanine_Aminotransferase_Level": 9.157003862, + "Aspartate_Aminotransferase_Level": 41.84453536, + "Creatinine_Level": 1.106509755, + "LDH_Level": 202.0280045, + "Calcium_Level": 8.059610463, + "Phosphorus_Level": 4.355351052, + "Glucose_Level": 130.0118614, + "Potassium_Level": 4.813571622, + "Sodium_Level": 136.6663837, + "Smoking_Pack_Years": 42.46237963 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.3197979, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.2457269, + "White_Blood_Cell_Count": 6.742196988, + "Platelet_Count": 250.3442751, + "Albumin_Level": 4.315484979, + "Alkaline_Phosphatase_Level": 118.851708, + "Alanine_Aminotransferase_Level": 8.725018471, + "Aspartate_Aminotransferase_Level": 39.16843878, + "Creatinine_Level": 1.065117776, + "LDH_Level": 162.3347346, + "Calcium_Level": 8.293013052, + "Phosphorus_Level": 3.638050395, + "Glucose_Level": 134.5649246, + "Potassium_Level": 4.692334065, + "Sodium_Level": 144.5325895, + "Smoking_Pack_Years": 49.08419848 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.25259813, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.81648867, + "White_Blood_Cell_Count": 6.250475606, + "Platelet_Count": 152.807775, + "Albumin_Level": 4.032290593, + "Alkaline_Phosphatase_Level": 39.2079575, + "Alanine_Aminotransferase_Level": 10.68557134, + "Aspartate_Aminotransferase_Level": 13.30756972, + "Creatinine_Level": 1.14458749, + "LDH_Level": 161.7405284, + "Calcium_Level": 10.47484771, + "Phosphorus_Level": 3.191679793, + "Glucose_Level": 90.04379747, + "Potassium_Level": 4.523074779, + "Sodium_Level": 139.2302769, + "Smoking_Pack_Years": 83.25357109 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.56725352, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.02801119, + "White_Blood_Cell_Count": 3.845549056, + "Platelet_Count": 271.736278, + "Albumin_Level": 3.238134953, + "Alkaline_Phosphatase_Level": 75.41497431, + "Alanine_Aminotransferase_Level": 26.14706503, + "Aspartate_Aminotransferase_Level": 49.30132783, + "Creatinine_Level": 0.849701141, + "LDH_Level": 175.4105629, + "Calcium_Level": 10.03044494, + "Phosphorus_Level": 4.54967714, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.09806433, + "White_Blood_Cell_Count": 7.739367652, + "Platelet_Count": 242.2998172, + "Albumin_Level": 3.742241927, + "Alkaline_Phosphatase_Level": 32.23628478, + "Alanine_Aminotransferase_Level": 22.05144406, + "Aspartate_Aminotransferase_Level": 47.85292791, + "Creatinine_Level": 0.607116902, + "LDH_Level": 201.2168113, + "Calcium_Level": 8.263068052, + "Phosphorus_Level": 4.436808315, + "Glucose_Level": 107.3679682, + "Potassium_Level": 3.786322665, + "Sodium_Level": 144.2505948, + "Smoking_Pack_Years": 29.71079881 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.70684422, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.85976119, + "White_Blood_Cell_Count": 4.240992639, + "Platelet_Count": 189.9118472, + "Albumin_Level": 4.186831338, + "Alkaline_Phosphatase_Level": 30.09838779, + "Alanine_Aminotransferase_Level": 21.47556901, + "Aspartate_Aminotransferase_Level": 34.35416405, + "Creatinine_Level": 1.233652129, + "LDH_Level": 102.4156179, + "Calcium_Level": 8.233077083, + "Phosphorus_Level": 4.846278495, + "Glucose_Level": 130.035058, + "Potassium_Level": 3.765701093, + "Sodium_Level": 138.4926765, + "Smoking_Pack_Years": 27.79239187 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.52450704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.9735438, + "White_Blood_Cell_Count": 6.123744183, + "Platelet_Count": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.18878067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.50987019, + "White_Blood_Cell_Count": 6.46564346, + "Platelet_Count": 196.9708198, + "Albumin_Level": 4.63411187, + "Alkaline_Phosphatase_Level": 30.35545893, + "Alanine_Aminotransferase_Level": 12.34613248, + "Aspartate_Aminotransferase_Level": 19.50443203, + "Creatinine_Level": 1.027856233, + "LDH_Level": 231.0016425, + "Calcium_Level": 9.930685293, + "Phosphorus_Level": 4.344261963, + "Glucose_Level": 78.94896812, + "Potassium_Level": 4.579647809, + "Sodium_Level": 136.3694468, + "Smoking_Pack_Years": 53.94153095 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.26883653, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.08992342, + "White_Blood_Cell_Count": 6.890086537, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.84257523, + "White_Blood_Cell_Count": 6.578173209, + "Platelet_Count": 338.83072, + "Albumin_Level": 3.793371052, + "Alkaline_Phosphatase_Level": 89.24910891, + "Alanine_Aminotransferase_Level": 36.7251588, + "Aspartate_Aminotransferase_Level": 24.29199948, + "Creatinine_Level": 1.216645269, + "LDH_Level": 151.6727375, + "Calcium_Level": 10.26144638, + "Phosphorus_Level": 4.965727759, + "Glucose_Level": 130.2658635, + "Potassium_Level": 4.74165128, + "Sodium_Level": 137.3858705, + "Smoking_Pack_Years": 49.24883832 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.34839444, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.27749207, + "White_Blood_Cell_Count": 7.634415279, + "Platelet_Count": 173.6575357, + "Albumin_Level": 3.739935115, + "Alkaline_Phosphatase_Level": 95.55059851, + "Alanine_Aminotransferase_Level": 13.65436455, + "Aspartate_Aminotransferase_Level": 42.42574756, + "Creatinine_Level": 0.681657355, + "LDH_Level": 186.1731425, + "Calcium_Level": 9.619458967, + "Phosphorus_Level": 3.642341496, + "Glucose_Level": 70.18058695, + "Potassium_Level": 3.79968775, + "Sodium_Level": 144.9449248, + "Smoking_Pack_Years": 98.33802799 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.26898124, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 36.50224847, + "Creatinine_Level": 0.818514304, + "LDH_Level": 220.142269, + "Calcium_Level": 9.484706764, + "Phosphorus_Level": 3.195140702, + "Glucose_Level": 132.4839981, + "Potassium_Level": 4.055637693, + "Sodium_Level": 141.5415833, + "Smoking_Pack_Years": 49.50495967 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.73562096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 62, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.3546872, + "White_Blood_Cell_Count": 4.661105195, + "Platelet_Count": 289.1196045, + "Albumin_Level": 3.747369131, + "Alkaline_Phosphatase_Level": 63.90931697, + "Alanine_Aminotransferase_Level": 28.44030096, + "Aspartate_Aminotransferase_Level": 21.55173376, + "Creatinine_Level": 0.973802679, + "LDH_Level": 191.4751491, + "Calcium_Level": 8.978457537, + "Phosphorus_Level": 2.87293504, + "Glucose_Level": 135.4524239, + "Potassium_Level": 4.354113576, + "Sodium_Level": 140.6754503, + "Smoking_Pack_Years": 88.21656496 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.44055048, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.91246881, + "White_Blood_Cell_Count": 4.859949164, + "Platelet_Count": 199.5531082, + "Albumin_Level": 4.156278067, + "Alkaline_Phosphatase_Level": 86.41590996, + "Alanine_Aminotransferase_Level": 18.40737558, + "Aspartate_Aminotransferase_Level": 35.9999077, + "Creatinine_Level": 1.142227133, + "LDH_Level": 147.4727243, + "Calcium_Level": 9.044540327, + "Phosphorus_Level": 3.613438469, + "Glucose_Level": 106.2139976, + "Potassium_Level": 3.668503727, + "Sodium_Level": 136.8761669, + "Smoking_Pack_Years": 34.13997346 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.36899299, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.57228067, + "White_Blood_Cell_Count": 8.508454584, + "Platelet_Count": 393.4258626, + "Albumin_Level": 3.666418785, + "Alkaline_Phosphatase_Level": 83.41180629, + "Alanine_Aminotransferase_Level": 16.17640276, + "Aspartate_Aminotransferase_Level": 29.98643051, + "Creatinine_Level": 1.246459745, + "LDH_Level": 112.2573227, + "Calcium_Level": 10.0106144, + "Phosphorus_Level": 4.483790285, + "Glucose_Level": 98.93599281, + "Potassium_Level": 4.907627579, + "Sodium_Level": 135.0071005, + "Smoking_Pack_Years": 55.76934694 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.19273032, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.48399804, + "White_Blood_Cell_Count": 5.709524602, + "Platelet_Count": 414.1764295, + "Albumin_Level": 3.935803162, + "Alkaline_Phosphatase_Level": 81.05273988, + "Alanine_Aminotransferase_Level": 27.91339387, + "Aspartate_Aminotransferase_Level": 29.3586321, + "Creatinine_Level": 1.120722925, + "LDH_Level": 238.3324237, + "Calcium_Level": 9.505738881, + "Phosphorus_Level": 3.337444411, + "Glucose_Level": 112.123948, + "Potassium_Level": 4.692983592, + "Sodium_Level": 142.5009869, + "Smoking_Pack_Years": 4.661651764 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.72966518, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.9116691, + "White_Blood_Cell_Count": 5.976101116, + "Platelet_Count": 408.141778, + "Albumin_Level": 3.517890213, + "Alkaline_Phosphatase_Level": 64.299304, + "Alanine_Aminotransferase_Level": 12.85406678, + "Aspartate_Aminotransferase_Level": 16.59599677, + "Creatinine_Level": 0.516925121, + "LDH_Level": 163.8771377, + "Calcium_Level": 10.27990668, + "Phosphorus_Level": 4.459984754, + "Glucose_Level": 133.5018367, + "Potassium_Level": 4.943545665, + "Sodium_Level": 142.3787285, + "Smoking_Pack_Years": 60.57092444 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.5267864, + "Tumor_Location": "Middle 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"Potassium_Level": 4.048940583, + "Sodium_Level": 140.507173, + "Smoking_Pack_Years": 11.84265359 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.94900657, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.71425799, + "White_Blood_Cell_Count": 8.386098772, + "Platelet_Count": 276.7435731, + "Albumin_Level": 4.26218742, + "Alkaline_Phosphatase_Level": 67.66607377, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.71519497, + "White_Blood_Cell_Count": 7.113554525, + "Platelet_Count": 277.5636714, + "Albumin_Level": 3.007591324, + "Alkaline_Phosphatase_Level": 58.018957, + "Alanine_Aminotransferase_Level": 16.19414545, + "Aspartate_Aminotransferase_Level": 49.17931359, + "Creatinine_Level": 1.495236394, + "LDH_Level": 219.5526719, + "Calcium_Level": 8.620346252, + "Phosphorus_Level": 3.216139566, + "Glucose_Level": 132.5742221, + "Potassium_Level": 4.961031567, + "Sodium_Level": 142.8402593, + "Smoking_Pack_Years": 62.77769242 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.81295189, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 25.0923653, + "Aspartate_Aminotransferase_Level": 26.20399023, + "Creatinine_Level": 1.035964494, + "LDH_Level": 129.4195115, + "Calcium_Level": 9.306866793, + "Phosphorus_Level": 2.570869046, + "Glucose_Level": 78.05538863, + "Potassium_Level": 3.89375891, + "Sodium_Level": 135.4947261, + "Smoking_Pack_Years": 91.13372987 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.38745212, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.81679614, + "White_Blood_Cell_Count": 6.477060579, + "Platelet_Count": 415.4609032, + "Albumin_Level": 3.982867316, + "Alkaline_Phosphatase_Level": 103.9521112, + "Alanine_Aminotransferase_Level": 29.27349832, + "Aspartate_Aminotransferase_Level": 45.9665866, + "Creatinine_Level": 1.407206992, + "LDH_Level": 176.8647283, + "Calcium_Level": 10.33581311, + "Phosphorus_Level": 2.57547061, + "Glucose_Level": 148.8891788, + "Potassium_Level": 4.046066149, + "Sodium_Level": 138.7879453, + "Smoking_Pack_Years": 30.45056275 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.8586033, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.34212389, + "White_Blood_Cell_Count": 5.337209195, + "Platelet_Count": 369.1236084, + "Albumin_Level": 3.317304394, + "Alkaline_Phosphatase_Level": 80.96979221, + "Alanine_Aminotransferase_Level": 36.8620151, + "Aspartate_Aminotransferase_Level": 12.75010583, + "Creatinine_Level": 1.140741357, + "LDH_Level": 109.0729935, + "Calcium_Level": 9.511457191, + "Phosphorus_Level": 4.258447625, + "Glucose_Level": 96.60849517, + "Potassium_Level": 4.830050159, + "Sodium_Level": 137.874651, + "Smoking_Pack_Years": 62.5339085 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.32791427, + "Tumor_Location": "Lower 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126.7301243, + "Potassium_Level": 4.869018342, + "Sodium_Level": 137.272813, + "Smoking_Pack_Years": 42.01704365 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.53029653, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.14913682, + "White_Blood_Cell_Count": 8.853641541, + "Platelet_Count": 256.8901703, + "Albumin_Level": 4.697837007, + "Alkaline_Phosphatase_Level": 30.59970947, + "Alanine_Aminotransferase_Level": 27.76626202, + "Aspartate_Aminotransferase_Level": 35.55570953, + "Creatinine_Level": 1.085137094, + "LDH_Level": 235.019294, + "Calcium_Level": 8.751810909, + "Phosphorus_Level": 2.57397246, + "Glucose_Level": 116.405586, + "Potassium_Level": 4.365089001, + "Sodium_Level": 135.7961484, + "Smoking_Pack_Years": 20.32942968 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.98269273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.88313736, + "White_Blood_Cell_Count": 4.439563828, + "Platelet_Count": 354.7884026, + "Albumin_Level": 4.017039364, + "Alkaline_Phosphatase_Level": 100.0668593, + "Alanine_Aminotransferase_Level": 14.30167627, + "Aspartate_Aminotransferase_Level": 34.42510136, + "Creatinine_Level": 1.154671368, + "LDH_Level": 235.2360931, + "Calcium_Level": 10.02926547, + "Phosphorus_Level": 4.568831242, + "Glucose_Level": 136.1518314, + "Potassium_Level": 3.8705922, + "Sodium_Level": 143.0212665, + "Smoking_Pack_Years": 34.39710383 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.7835969, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.5162879, + "White_Blood_Cell_Count": 5.400659336, + "Platelet_Count": 323.2387787, + "Albumin_Level": 3.892224488, + "Alkaline_Phosphatase_Level": 57.99361865, + "Alanine_Aminotransferase_Level": 13.63515592, + "Aspartate_Aminotransferase_Level": 29.9849285, + "Creatinine_Level": 1.409805989, + "LDH_Level": 178.1597073, + "Calcium_Level": 8.973366955, + "Phosphorus_Level": 3.38745471, + "Glucose_Level": 121.4758117, + "Potassium_Level": 4.109044832, + "Sodium_Level": 140.3092398, + "Smoking_Pack_Years": 93.3979973 + }, + { + "Age": 58, + "Gender": "Male", + 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196.0772996, + "Calcium_Level": 8.202703863, + "Phosphorus_Level": 3.461902028, + "Glucose_Level": 103.7137743, + "Potassium_Level": 4.723587758, + "Sodium_Level": 139.0355109, + "Smoking_Pack_Years": 13.67702227 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.83769165, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.22897417, + "White_Blood_Cell_Count": 6.82070958, + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.69335362, + "White_Blood_Cell_Count": 8.137333459, + "Platelet_Count": 204.108096, + "Albumin_Level": 4.184723092, + "Alkaline_Phosphatase_Level": 57.71923419, + "Alanine_Aminotransferase_Level": 36.08512701, + "Aspartate_Aminotransferase_Level": 32.07541046, + "Creatinine_Level": 0.859829439, + "LDH_Level": 237.2242863, + "Calcium_Level": 8.540257691, + "Phosphorus_Level": 3.415369357, + "Glucose_Level": 108.5427894, + "Potassium_Level": 4.777633674, + "Sodium_Level": 143.8934174, + "Smoking_Pack_Years": 34.91446032 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.82761441, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.91745639, + "White_Blood_Cell_Count": 4.492876548, + "Platelet_Count": 359.9181698, + "Albumin_Level": 3.040675906, + "Alkaline_Phosphatase_Level": 60.46180851, + "Alanine_Aminotransferase_Level": 8.456872794, + "Aspartate_Aminotransferase_Level": 16.75200814, + "Creatinine_Level": 1.447767383, + "LDH_Level": 209.9167839, + "Calcium_Level": 8.372170777, + "Phosphorus_Level": 4.995742347, + "Glucose_Level": 73.68980215, + "Potassium_Level": 4.745025387, + "Sodium_Level": 139.1470831, + "Smoking_Pack_Years": 35.04047992 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.85964783, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.27343106, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.85966633, + "White_Blood_Cell_Count": 7.530426236, + "Platelet_Count": 159.3637399, + "Albumin_Level": 4.803513503, + "Alkaline_Phosphatase_Level": 83.85513731, + "Alanine_Aminotransferase_Level": 11.00036454, + "Aspartate_Aminotransferase_Level": 24.95225274, + "Creatinine_Level": 0.93630714, + "LDH_Level": 183.4060481, + "Calcium_Level": 8.450082998, + "Phosphorus_Level": 2.648300506, + "Glucose_Level": 133.9317075, + "Potassium_Level": 4.534225213, + "Sodium_Level": 141.7855868, + "Smoking_Pack_Years": 5.00989745 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.68242375, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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135.4468632, + "Smoking_Pack_Years": 15.14449799 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.88909697, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.39571461, + "White_Blood_Cell_Count": 7.724456533, + "Platelet_Count": 312.2472948, + "Albumin_Level": 4.738012427, + "Alkaline_Phosphatase_Level": 115.1329622, + "Alanine_Aminotransferase_Level": 5.41698988, + "Aspartate_Aminotransferase_Level": 23.28085091, + "Creatinine_Level": 1.481320094, + "LDH_Level": 247.4962659, + "Calcium_Level": 8.819972059, + "Phosphorus_Level": 4.878261376, + "Glucose_Level": 81.8293327, + "Potassium_Level": 3.831506957, + "Sodium_Level": 142.1157312, + "Smoking_Pack_Years": 75.61112753 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.17439235, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 72, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.35125954, + "White_Blood_Cell_Count": 9.726633976, + "Platelet_Count": 318.5039484, + "Albumin_Level": 4.097883138, + "Alkaline_Phosphatase_Level": 75.2876695, + "Alanine_Aminotransferase_Level": 9.058378694, + "Aspartate_Aminotransferase_Level": 30.49865187, + "Creatinine_Level": 1.334862479, + "LDH_Level": 141.8492081, + "Calcium_Level": 8.401395635, + "Phosphorus_Level": 4.755222978, + "Glucose_Level": 110.3958935, + "Potassium_Level": 4.226265165, + "Sodium_Level": 139.0827786, + "Smoking_Pack_Years": 10.53786425 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.61786385, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.10702169, + "White_Blood_Cell_Count": 9.762806975, + "Platelet_Count": 380.2428952, + "Albumin_Level": 4.369396896, + "Alkaline_Phosphatase_Level": 93.37277445, + "Alanine_Aminotransferase_Level": 9.886671888, + "Aspartate_Aminotransferase_Level": 29.85425239, + "Creatinine_Level": 0.70752166, + "LDH_Level": 238.5244295, + "Calcium_Level": 10.09066786, + "Phosphorus_Level": 4.202132409, + "Glucose_Level": 73.96524504, + "Potassium_Level": 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33.3073423, + "Aspartate_Aminotransferase_Level": 38.68809925, + "Creatinine_Level": 0.574042935, + "LDH_Level": 104.8914397, + "Calcium_Level": 8.723234759, + "Phosphorus_Level": 4.670266564, + "Glucose_Level": 128.386166, + "Potassium_Level": 4.299127458, + "Sodium_Level": 144.7036951, + "Smoking_Pack_Years": 16.95717775 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.965006, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 61, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.49182636, + "White_Blood_Cell_Count": 9.014066596, + "Platelet_Count": 442.3604031, + "Albumin_Level": 3.336860109, + "Alkaline_Phosphatase_Level": 103.5020661, + "Alanine_Aminotransferase_Level": 22.60465489, + "Aspartate_Aminotransferase_Level": 43.26192167, + "Creatinine_Level": 0.564608372, + "LDH_Level": 130.1834401, + "Calcium_Level": 8.743879244, + "Phosphorus_Level": 3.93508023, + "Glucose_Level": 115.6240477, + "Potassium_Level": 3.607981318, + "Sodium_Level": 138.7179489, + "Smoking_Pack_Years": 85.75862687 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.53832457, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.90236907, + "White_Blood_Cell_Count": 6.383166086, + "Platelet_Count": 352.162548, + "Albumin_Level": 4.806556251, + "Alkaline_Phosphatase_Level": 115.2426055, + "Alanine_Aminotransferase_Level": 30.40968608, + "Aspartate_Aminotransferase_Level": 22.31320716, + "Creatinine_Level": 0.863918262, + "LDH_Level": 160.9120424, + "Calcium_Level": 9.791898477, + "Phosphorus_Level": 4.684575444, + "Glucose_Level": 94.43542883, + "Potassium_Level": 3.9746692, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.22620304, + "White_Blood_Cell_Count": 9.301613137, + "Platelet_Count": 333.4614206, + "Albumin_Level": 3.093570818, + "Alkaline_Phosphatase_Level": 44.76042959, + "Alanine_Aminotransferase_Level": 13.18479258, + "Aspartate_Aminotransferase_Level": 48.696968, + "Creatinine_Level": 1.343190054, + "LDH_Level": 223.2618703, + "Calcium_Level": 9.781725973, + "Phosphorus_Level": 4.346122692, + "Glucose_Level": 81.07712897, + "Potassium_Level": 4.500130727, + "Sodium_Level": 141.4168198, + "Smoking_Pack_Years": 17.1317818 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.94973262, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.43008984, + "White_Blood_Cell_Count": 4.364566442, + "Platelet_Count": 404.6821544, + "Albumin_Level": 3.571588608, + "Alkaline_Phosphatase_Level": 82.22558646, + "Alanine_Aminotransferase_Level": 35.59166131, + "Aspartate_Aminotransferase_Level": 34.03973884, + "Creatinine_Level": 1.035951241, + "LDH_Level": 238.6874338, + "Calcium_Level": 8.727149145, + "Phosphorus_Level": 3.267882731, + "Glucose_Level": 93.42380596, + "Potassium_Level": 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"Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.47744928, + "White_Blood_Cell_Count": 6.528475268, + "Platelet_Count": 214.4435332, + "Albumin_Level": 3.41604781, + "Alkaline_Phosphatase_Level": 91.68127275, + "Alanine_Aminotransferase_Level": 25.34315262, + "Aspartate_Aminotransferase_Level": 28.49104155, + "Creatinine_Level": 1.155719797, + "LDH_Level": 233.3796871, + "Calcium_Level": 9.092961312, + "Phosphorus_Level": 4.088259581, + "Glucose_Level": 87.4390101, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.61819371, + "White_Blood_Cell_Count": 3.920182654, + "Platelet_Count": 324.8536957, + "Albumin_Level": 4.736646922, + "Alkaline_Phosphatase_Level": 60.83947741, + "Alanine_Aminotransferase_Level": 16.4422935, + "Aspartate_Aminotransferase_Level": 13.4258715, + "Creatinine_Level": 1.471210681, + "LDH_Level": 223.4405495, + "Calcium_Level": 10.17668225, + "Phosphorus_Level": 4.290677924, + "Glucose_Level": 82.06618014, + "Potassium_Level": 4.769812299, + "Sodium_Level": 140.8920737, + "Smoking_Pack_Years": 49.30427952 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.60604584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.52477309, + "White_Blood_Cell_Count": 5.569949765, + "Platelet_Count": 391.4199784, + "Albumin_Level": 4.073647142, + "Alkaline_Phosphatase_Level": 108.4845141, + "Alanine_Aminotransferase_Level": 39.3084424, + "Aspartate_Aminotransferase_Level": 48.45182819, + "Creatinine_Level": 0.774644224, + "LDH_Level": 190.9574075, + "Calcium_Level": 8.8758422, + "Phosphorus_Level": 2.961228855, + "Glucose_Level": 121.8756376, + "Potassium_Level": 3.560016321, + 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"Hemoglobin_Level": 14.62876241, + "White_Blood_Cell_Count": 7.525159089, + "Platelet_Count": 241.2531325, + "Albumin_Level": 3.562680224, + "Alkaline_Phosphatase_Level": 82.46417437, + "Alanine_Aminotransferase_Level": 33.11416368, + "Aspartate_Aminotransferase_Level": 17.69678353, + "Creatinine_Level": 1.339049979, + "LDH_Level": 157.8981977, + "Calcium_Level": 8.919809704, + "Phosphorus_Level": 4.081531684, + "Glucose_Level": 98.1271869, + "Potassium_Level": 4.271118742, + "Sodium_Level": 137.4322418, + "Smoking_Pack_Years": 95.28888194 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.52580296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.44380208, + "White_Blood_Cell_Count": 7.921288312, + "Platelet_Count": 352.1916491, + "Albumin_Level": 3.473996779, + "Alkaline_Phosphatase_Level": 44.37090795, + "Alanine_Aminotransferase_Level": 13.58410203, + "Aspartate_Aminotransferase_Level": 19.61406099, + "Creatinine_Level": 0.547965934, + "LDH_Level": 205.342213, + "Calcium_Level": 9.430876963, + "Phosphorus_Level": 4.248139458, + "Glucose_Level": 100.3333966, + "Potassium_Level": 3.760382336, + "Sodium_Level": 135.8615331, + "Smoking_Pack_Years": 15.78952361 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.14721314, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.3971782, + "White_Blood_Cell_Count": 8.398872143, + "Platelet_Count": 165.1572894, + "Albumin_Level": 4.006923911, + "Alkaline_Phosphatase_Level": 63.26018415, + "Alanine_Aminotransferase_Level": 25.10974659, + "Aspartate_Aminotransferase_Level": 17.39011947, + "Creatinine_Level": 1.227686598, + "LDH_Level": 183.4421329, + "Calcium_Level": 10.32216315, + "Phosphorus_Level": 3.32888777, + "Glucose_Level": 111.1665909, + "Potassium_Level": 4.39546437, + "Sodium_Level": 135.4253515, + "Smoking_Pack_Years": 79.01314197 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.55639302, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.63027873, + "White_Blood_Cell_Count": 9.323613121, + "Platelet_Count": 307.5500404, + "Albumin_Level": 4.730654901, + "Alkaline_Phosphatase_Level": 91.30891794, + "Alanine_Aminotransferase_Level": 19.85841252, + "Aspartate_Aminotransferase_Level": 23.12717208, + "Creatinine_Level": 0.760291359, + "LDH_Level": 226.4009814, + "Calcium_Level": 9.885552001, + "Phosphorus_Level": 2.632368824, + "Glucose_Level": 80.51897266, + "Potassium_Level": 4.60890791, + "Sodium_Level": 138.9345901, + "Smoking_Pack_Years": 42.65488787 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.77464693, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.5663693, + "White_Blood_Cell_Count": 4.578007003, + "Platelet_Count": 168.8862573, + "Albumin_Level": 4.826677196, + "Alkaline_Phosphatase_Level": 75.30977471, + "Alanine_Aminotransferase_Level": 28.80833761, + "Aspartate_Aminotransferase_Level": 45.21153216, + "Creatinine_Level": 0.773430291, + "LDH_Level": 169.7275491, + "Calcium_Level": 10.04082842, + "Phosphorus_Level": 3.158133532, + "Glucose_Level": 96.02647482, + "Potassium_Level": 4.915343338, + "Sodium_Level": 140.7258007, + "Smoking_Pack_Years": 14.62606179 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.75837743, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.51280518, + "White_Blood_Cell_Count": 4.45187766, + "Platelet_Count": 257.6011514, + "Albumin_Level": 4.369915425, + "Alkaline_Phosphatase_Level": 95.29888336, + "Alanine_Aminotransferase_Level": 7.865059776, + "Aspartate_Aminotransferase_Level": 28.61651224, + "Creatinine_Level": 1.346842029, + "LDH_Level": 237.4489191, + "Calcium_Level": 8.900537145, + "Phosphorus_Level": 3.721804697, + "Glucose_Level": 117.9703964, + "Potassium_Level": 3.779418311, + "Sodium_Level": 135.2776569, + "Smoking_Pack_Years": 16.93793208 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.20644652, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.9934728, + "White_Blood_Cell_Count": 7.730464522, + "Platelet_Count": 283.3992055, + "Albumin_Level": 4.35138813, + "Alkaline_Phosphatase_Level": 50.47405051, + "Alanine_Aminotransferase_Level": 39.95146099, + "Aspartate_Aminotransferase_Level": 47.79447186, + "Creatinine_Level": 0.739579204, + "LDH_Level": 174.3816648, + "Calcium_Level": 8.755931351, + "Phosphorus_Level": 4.05151653, + "Glucose_Level": 100.5807443, + "Potassium_Level": 3.763346504, + "Sodium_Level": 143.7023687, + "Smoking_Pack_Years": 6.040572847 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.85183095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.67652067, + "White_Blood_Cell_Count": 8.926398095, + "Platelet_Count": 274.1514279, + "Albumin_Level": 3.860066358, + "Alkaline_Phosphatase_Level": 96.00898153, + "Alanine_Aminotransferase_Level": 20.11134938, + "Aspartate_Aminotransferase_Level": 14.83947266, + "Creatinine_Level": 0.800852594, + "LDH_Level": 158.9961951, + "Calcium_Level": 8.186628746, + "Phosphorus_Level": 2.565082396, + "Glucose_Level": 131.7069136, + "Potassium_Level": 4.361998401, + "Sodium_Level": 137.5646728, + "Smoking_Pack_Years": 70.58353505 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.25988495, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.7136844, + "White_Blood_Cell_Count": 3.764814592, + "Platelet_Count": 186.701503, + "Albumin_Level": 3.761614774, + "Alkaline_Phosphatase_Level": 86.47085144, + "Alanine_Aminotransferase_Level": 24.7993217, + "Aspartate_Aminotransferase_Level": 35.05209966, + "Creatinine_Level": 1.218049981, + "LDH_Level": 116.2896011, + "Calcium_Level": 10.31972037, + "Phosphorus_Level": 2.536456227, + "Glucose_Level": 133.3700544, + "Potassium_Level": 3.65026194, + "Sodium_Level": 139.4037801, + "Smoking_Pack_Years": 89.18938956 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.87738331, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.00670174, + "White_Blood_Cell_Count": 7.207894, + "Platelet_Count": 443.2978518, + "Albumin_Level": 3.337476038, + "Alkaline_Phosphatase_Level": 80.82666786, + "Alanine_Aminotransferase_Level": 24.2784992, + "Aspartate_Aminotransferase_Level": 24.25996296, + "Creatinine_Level": 0.887806612, + "LDH_Level": 209.6394805, + "Calcium_Level": 8.636646158, + "Phosphorus_Level": 2.755887876, + "Glucose_Level": 105.1189474, + "Potassium_Level": 3.758226056, + "Sodium_Level": 143.6953077, + "Smoking_Pack_Years": 60.0316628 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.7838283, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.53984202, + "White_Blood_Cell_Count": 5.631884272, + "Platelet_Count": 360.2704302, + "Albumin_Level": 3.492218286, + "Alkaline_Phosphatase_Level": 103.0607773, + "Alanine_Aminotransferase_Level": 34.29192104, + "Aspartate_Aminotransferase_Level": 42.34813786, + "Creatinine_Level": 1.043450052, + "LDH_Level": 140.479274, + "Calcium_Level": 10.04902675, + "Phosphorus_Level": 3.398578546, + "Glucose_Level": 134.9375538, + "Potassium_Level": 4.541254024, + "Sodium_Level": 144.4029705, + "Smoking_Pack_Years": 60.27283801 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.54458374, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.86349742, + "White_Blood_Cell_Count": 4.462512069, + "Platelet_Count": 154.5471867, + "Albumin_Level": 3.298696383, + "Alkaline_Phosphatase_Level": 30.10495679, + "Alanine_Aminotransferase_Level": 36.26998922, + "Aspartate_Aminotransferase_Level": 23.28401575, + "Creatinine_Level": 1.441955306, + "LDH_Level": 163.8552478, + "Calcium_Level": 9.428574831, + "Phosphorus_Level": 4.541988145, + "Glucose_Level": 78.57265626, + "Potassium_Level": 4.714243563, + "Sodium_Level": 141.6783865, + "Smoking_Pack_Years": 73.95130517 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.50213556, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.27957804, + "White_Blood_Cell_Count": 4.169568178, + "Platelet_Count": 193.8953648, + "Albumin_Level": 4.361007609, + "Alkaline_Phosphatase_Level": 41.81803266, + "Alanine_Aminotransferase_Level": 37.73887414, + "Aspartate_Aminotransferase_Level": 14.83669382, + "Creatinine_Level": 0.650401844, + "LDH_Level": 225.1734649, + "Calcium_Level": 8.674073241, + "Phosphorus_Level": 4.731030553, + "Glucose_Level": 116.5610177, + "Potassium_Level": 4.826878318, + "Sodium_Level": 139.7987815, + "Smoking_Pack_Years": 72.17634595 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.1294582, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.6240063, + "White_Blood_Cell_Count": 8.576884027, + "Platelet_Count": 414.352713, + "Albumin_Level": 4.525189806, + "Alkaline_Phosphatase_Level": 33.22283008, + "Alanine_Aminotransferase_Level": 38.52984111, + "Aspartate_Aminotransferase_Level": 34.5517962, + "Creatinine_Level": 1.020304857, + "LDH_Level": 211.6807708, + "Calcium_Level": 8.382256651, + "Phosphorus_Level": 3.954387481, + "Glucose_Level": 86.18737291, + "Potassium_Level": 4.887208768, + "Sodium_Level": 143.1969898, + "Smoking_Pack_Years": 84.28723549 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.92474621, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.67735096, + "White_Blood_Cell_Count": 6.455039165, + "Platelet_Count": 207.2059928, + "Albumin_Level": 3.677070068, + "Alkaline_Phosphatase_Level": 92.50275073, + "Alanine_Aminotransferase_Level": 11.13125373, + "Aspartate_Aminotransferase_Level": 31.98005108, + "Creatinine_Level": 1.352159438, + "LDH_Level": 103.8731711, + "Calcium_Level": 9.353765358, + "Phosphorus_Level": 4.895704464, + "Glucose_Level": 91.55573769, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 13.71490988, + "Aspartate_Aminotransferase_Level": 46.11351978, + "Creatinine_Level": 1.005940899, + "LDH_Level": 153.6429085, + "Calcium_Level": 9.765073631, + "Phosphorus_Level": 4.493078189, + "Glucose_Level": 108.4997418, + "Potassium_Level": 4.605963704, + "Sodium_Level": 135.5578946, + "Smoking_Pack_Years": 61.7021718 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.35797522, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.07157855, + "White_Blood_Cell_Count": 6.68423667, + "Platelet_Count": 331.1313195, + "Albumin_Level": 3.13364884, + "Alkaline_Phosphatase_Level": 52.9549815, + "Alanine_Aminotransferase_Level": 31.81309449, + "Aspartate_Aminotransferase_Level": 38.57233875, + "Creatinine_Level": 0.689612696, + "LDH_Level": 185.0117094, + "Calcium_Level": 9.809945702, + "Phosphorus_Level": 2.544164863, + "Glucose_Level": 108.6439866, + "Potassium_Level": 4.866769146, + "Sodium_Level": 137.4778129, + "Smoking_Pack_Years": 49.9588604 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.45935857, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.14376542, + "White_Blood_Cell_Count": 7.901493386, + "Platelet_Count": 223.014281, + "Albumin_Level": 3.76528756, + "Alkaline_Phosphatase_Level": 69.54882194, + "Alanine_Aminotransferase_Level": 6.159755315, + "Aspartate_Aminotransferase_Level": 13.48192251, + "Creatinine_Level": 0.801237848, + "LDH_Level": 109.0018826, + "Calcium_Level": 8.02837572, + "Phosphorus_Level": 4.8282431, + "Glucose_Level": 113.1041385, + "Potassium_Level": 4.110386268, + "Sodium_Level": 137.6889218, + "Smoking_Pack_Years": 4.317575186 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.73531371, + "Tumor_Location": "Upper 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"Potassium_Level": 4.986669885, + "Sodium_Level": 144.2786233, + "Smoking_Pack_Years": 43.18453603 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.79633988, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.05210793, + "White_Blood_Cell_Count": 4.656032343, + "Platelet_Count": 285.31044, + "Albumin_Level": 3.495497483, + "Alkaline_Phosphatase_Level": 68.88063937, + "Alanine_Aminotransferase_Level": 20.73376186, + "Aspartate_Aminotransferase_Level": 45.86364369, + "Creatinine_Level": 0.948116801, + "LDH_Level": 230.3868544, + "Calcium_Level": 8.604573543, + "Phosphorus_Level": 2.618486657, + "Glucose_Level": 123.7403904, + "Potassium_Level": 4.273384408, + "Sodium_Level": 138.3936705, + "Smoking_Pack_Years": 3.566339733 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.64191964, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.93464864, + "White_Blood_Cell_Count": 4.358354737, + "Platelet_Count": 354.8061343, + "Albumin_Level": 4.21522717, + "Alkaline_Phosphatase_Level": 32.53200112, + "Alanine_Aminotransferase_Level": 23.2564179, + "Aspartate_Aminotransferase_Level": 42.08717567, + "Creatinine_Level": 1.169816117, + "LDH_Level": 124.1525597, + "Calcium_Level": 9.587460434, + "Phosphorus_Level": 3.332635626, + "Glucose_Level": 91.92127082, + "Potassium_Level": 3.540578664, + "Sodium_Level": 136.1997876, + "Smoking_Pack_Years": 57.49488528 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.36053842, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.07107702, + "White_Blood_Cell_Count": 7.1796372, + "Platelet_Count": 355.7148583, + "Albumin_Level": 4.202420727, + "Alkaline_Phosphatase_Level": 59.76342786, + "Alanine_Aminotransferase_Level": 31.89245554, + "Aspartate_Aminotransferase_Level": 30.85938214, + "Creatinine_Level": 1.003206363, + "LDH_Level": 210.2017652, + "Calcium_Level": 8.396474071, + "Phosphorus_Level": 4.686379351, + "Glucose_Level": 119.5187591, + "Potassium_Level": 4.213987978, + "Sodium_Level": 139.2786625, + "Smoking_Pack_Years": 17.33502533 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.19069435, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.27677819, + "White_Blood_Cell_Count": 4.551177049, + "Platelet_Count": 267.7101401, + "Albumin_Level": 3.691491075, + "Alkaline_Phosphatase_Level": 115.8325325, + "Alanine_Aminotransferase_Level": 34.31675214, + "Aspartate_Aminotransferase_Level": 33.22893422, + "Creatinine_Level": 1.371144474, + "LDH_Level": 208.500865, + "Calcium_Level": 8.068884899, + "Phosphorus_Level": 2.885055966, + "Glucose_Level": 73.7992857, + "Potassium_Level": 4.503149483, + "Sodium_Level": 135.0918212, + "Smoking_Pack_Years": 1.789249562 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.30043495, + "White_Blood_Cell_Count": 4.361575353, + "Platelet_Count": 278.7108441, + "Albumin_Level": 3.561699212, + "Alkaline_Phosphatase_Level": 81.01983474, + "Alanine_Aminotransferase_Level": 33.09756574, + "Aspartate_Aminotransferase_Level": 21.55406724, + "Creatinine_Level": 1.07752205, + "LDH_Level": 213.022934, + "Calcium_Level": 9.731402285, + "Phosphorus_Level": 2.864011586, + "Glucose_Level": 85.68616375, + "Potassium_Level": 3.976319583, + "Sodium_Level": 136.6168757, + "Smoking_Pack_Years": 78.43547925 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.12430353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": 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239.5529038, + "Calcium_Level": 8.795903097, + "Phosphorus_Level": 3.259175335, + "Glucose_Level": 143.9279659, + "Potassium_Level": 4.968279524, + "Sodium_Level": 135.4765398, + "Smoking_Pack_Years": 43.75866315 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.77491593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.64594407, + "White_Blood_Cell_Count": 4.503752299, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.49837768, + "White_Blood_Cell_Count": 8.193879075, + "Platelet_Count": 421.0383269, + "Albumin_Level": 4.445626905, + "Alkaline_Phosphatase_Level": 62.67346052, + "Alanine_Aminotransferase_Level": 16.04316133, + "Aspartate_Aminotransferase_Level": 14.82012048, + "Creatinine_Level": 1.014071736, + "LDH_Level": 246.4964693, + "Calcium_Level": 8.301075354, + "Phosphorus_Level": 4.905827238, + "Glucose_Level": 97.15994026, + "Potassium_Level": 4.122709556, + "Sodium_Level": 144.6891806, + "Smoking_Pack_Years": 90.90487881 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.93910508, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.75194739, + "White_Blood_Cell_Count": 4.841906568, + "Platelet_Count": 351.8182125, + "Albumin_Level": 4.491171945, + "Alkaline_Phosphatase_Level": 86.58337979, + "Alanine_Aminotransferase_Level": 5.305956052, + "Aspartate_Aminotransferase_Level": 24.06586049, + "Creatinine_Level": 1.410954183, + "LDH_Level": 165.8251393, + "Calcium_Level": 10.38293772, + "Phosphorus_Level": 3.551624665, + "Glucose_Level": 136.0050903, + "Potassium_Level": 4.063713229, + "Sodium_Level": 135.7415544, + "Smoking_Pack_Years": 46.52616498 + }, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.85519562, + "White_Blood_Cell_Count": 5.967139182, + "Platelet_Count": 177.5436775, + "Albumin_Level": 3.076624632, + "Alkaline_Phosphatase_Level": 34.95921589, + "Alanine_Aminotransferase_Level": 22.78221628, + "Aspartate_Aminotransferase_Level": 30.50540183, + "Creatinine_Level": 1.301294791, + "LDH_Level": 188.2255752, + "Calcium_Level": 8.305925811, + "Phosphorus_Level": 4.317321419, + "Glucose_Level": 112.0886663, + "Potassium_Level": 3.595713003, + "Sodium_Level": 140.9360825, + "Smoking_Pack_Years": 54.25151406 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.15407551, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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11.81520932, + "Creatinine_Level": 0.991863879, + "LDH_Level": 227.5429406, + "Calcium_Level": 8.996610562, + "Phosphorus_Level": 3.103884469, + "Glucose_Level": 94.19772962, + "Potassium_Level": 4.489812998, + "Sodium_Level": 141.4444291, + "Smoking_Pack_Years": 31.58031027 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.01212881, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.41242608, + "White_Blood_Cell_Count": 8.577159659, + "Platelet_Count": 173.6607969, + "Albumin_Level": 3.095723675, + "Alkaline_Phosphatase_Level": 90.93937459, + "Alanine_Aminotransferase_Level": 6.832081547, + "Aspartate_Aminotransferase_Level": 49.76336964, + "Creatinine_Level": 0.887928613, + "LDH_Level": 116.2454673, + "Calcium_Level": 8.657399605, + "Phosphorus_Level": 4.927924189, + "Glucose_Level": 145.0961133, + "Potassium_Level": 3.52900535, + "Sodium_Level": 136.406881, + "Smoking_Pack_Years": 13.71692717 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.88481877, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.96540757, + "White_Blood_Cell_Count": 6.403963857, + "Platelet_Count": 442.270444, + "Albumin_Level": 3.957647496, + "Alkaline_Phosphatase_Level": 47.20949511, + "Alanine_Aminotransferase_Level": 34.09204814, + "Aspartate_Aminotransferase_Level": 22.23924721, + "Creatinine_Level": 1.29181508, + "LDH_Level": 150.7968049, + "Calcium_Level": 9.33852581, + "Phosphorus_Level": 3.731622575, + "Glucose_Level": 79.47077059, + "Potassium_Level": 4.836779894, + "Sodium_Level": 140.7018233, + 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"Aspartate_Aminotransferase_Level": 14.91222039, + "Creatinine_Level": 1.160310589, + "LDH_Level": 106.4242909, + "Calcium_Level": 9.816824099, + "Phosphorus_Level": 3.732476599, + "Glucose_Level": 71.32931393, + "Potassium_Level": 4.488892985, + "Sodium_Level": 139.3077015, + "Smoking_Pack_Years": 8.256386481 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.51528169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 105, + 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"No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.19638125, + "White_Blood_Cell_Count": 9.462335993, + "Platelet_Count": 303.5257815, + "Albumin_Level": 3.686993523, + "Alkaline_Phosphatase_Level": 97.40470766, + "Alanine_Aminotransferase_Level": 11.96151668, + "Aspartate_Aminotransferase_Level": 12.37730917, + "Creatinine_Level": 1.273197491, + "LDH_Level": 108.503281, + "Calcium_Level": 9.187643083, + "Phosphorus_Level": 2.54948837, + "Glucose_Level": 122.0786147, + "Potassium_Level": 4.240114921, + "Sodium_Level": 140.4937943, + "Smoking_Pack_Years": 87.30126796 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.65140714, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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3.696984527, + "Sodium_Level": 144.8576488, + "Smoking_Pack_Years": 32.87367312 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.77069081, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.39905654, + "White_Blood_Cell_Count": 4.410992659, + "Platelet_Count": 221.218109, + "Albumin_Level": 3.264634472, + "Alkaline_Phosphatase_Level": 107.4871064, + "Alanine_Aminotransferase_Level": 13.47214154, + "Aspartate_Aminotransferase_Level": 39.43547076, + "Creatinine_Level": 1.45514738, + "LDH_Level": 155.3102936, + "Calcium_Level": 9.31949558, + "Phosphorus_Level": 3.345169119, + "Glucose_Level": 116.1285475, + "Potassium_Level": 4.620767652, + "Sodium_Level": 140.3969009, + "Smoking_Pack_Years": 90.12626977 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.70190919, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.2900263, + "White_Blood_Cell_Count": 4.357513796, + "Platelet_Count": 309.5506256, + "Albumin_Level": 4.447494112, + "Alkaline_Phosphatase_Level": 71.92803926, + "Alanine_Aminotransferase_Level": 8.512574102, + "Aspartate_Aminotransferase_Level": 29.90451825, + "Creatinine_Level": 1.150976062, + "LDH_Level": 183.4211831, + "Calcium_Level": 8.703669373, + "Phosphorus_Level": 4.200834291, + "Glucose_Level": 99.37099001, + "Potassium_Level": 3.994087785, + "Sodium_Level": 138.0555822, + "Smoking_Pack_Years": 10.63228797 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.29871468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.44986746, + "White_Blood_Cell_Count": 5.047607022, + "Platelet_Count": 408.582599, + "Albumin_Level": 3.344128482, + "Alkaline_Phosphatase_Level": 76.05023304, + "Alanine_Aminotransferase_Level": 36.89062657, + "Aspartate_Aminotransferase_Level": 24.48011592, + "Creatinine_Level": 1.038384978, + "LDH_Level": 103.4532437, + "Calcium_Level": 9.841717253, + "Phosphorus_Level": 3.681522819, + "Glucose_Level": 106.3171944, + "Potassium_Level": 4.820414278, + "Sodium_Level": 143.7019312, + "Smoking_Pack_Years": 43.2426514 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.0218736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.11299511, + "White_Blood_Cell_Count": 8.414436627, + "Platelet_Count": 300.1663113, + "Albumin_Level": 3.31742614, + "Alkaline_Phosphatase_Level": 72.23090181, + "Alanine_Aminotransferase_Level": 36.15359571, + "Aspartate_Aminotransferase_Level": 19.21631498, + "Creatinine_Level": 1.136559438, + "LDH_Level": 199.001333, + "Calcium_Level": 8.512697945, + "Phosphorus_Level": 2.820994395, + "Glucose_Level": 101.0686341, + "Potassium_Level": 4.620668174, + "Sodium_Level": 137.7583717, + "Smoking_Pack_Years": 31.96188753 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.25885181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.26969843, + "White_Blood_Cell_Count": 3.76332786, + "Platelet_Count": 190.3392452, + "Albumin_Level": 4.768965248, + "Alkaline_Phosphatase_Level": 53.25556273, + "Alanine_Aminotransferase_Level": 24.51605963, + "Aspartate_Aminotransferase_Level": 31.47336183, + "Creatinine_Level": 1.137396526, + "LDH_Level": 204.9848313, + "Calcium_Level": 8.766808171, + "Phosphorus_Level": 4.438569142, + "Glucose_Level": 101.3579742, + "Potassium_Level": 3.584879366, + "Sodium_Level": 141.6997412, + "Smoking_Pack_Years": 37.45836428 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.069965, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.135276, + "White_Blood_Cell_Count": 7.317328731, + "Platelet_Count": 288.2137827, + "Albumin_Level": 3.321651941, + "Alkaline_Phosphatase_Level": 101.5459934, + "Alanine_Aminotransferase_Level": 5.205135839, + "Aspartate_Aminotransferase_Level": 34.99732335, + "Creatinine_Level": 1.282288872, + "LDH_Level": 103.0932909, + "Calcium_Level": 9.591145326, + "Phosphorus_Level": 4.863356603, + "Glucose_Level": 106.1751777, + "Potassium_Level": 4.662828547, + "Sodium_Level": 136.2293468, + "Smoking_Pack_Years": 97.85048968 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.88459872, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.17285561, + "White_Blood_Cell_Count": 8.3434299, + "Platelet_Count": 347.8978227, + "Albumin_Level": 3.042440454, + "Alkaline_Phosphatase_Level": 94.44625305, + "Alanine_Aminotransferase_Level": 23.61117467, + "Aspartate_Aminotransferase_Level": 34.43226206, + "Creatinine_Level": 1.0213841, + "LDH_Level": 216.8729798, + "Calcium_Level": 8.921220424, + "Phosphorus_Level": 4.523828594, + "Glucose_Level": 109.7662119, + "Potassium_Level": 3.534372059, + "Sodium_Level": 140.3609373, + "Smoking_Pack_Years": 7.837469324 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.94924579, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.82120138, + "White_Blood_Cell_Count": 6.163551908, + "Platelet_Count": 426.0660237, + "Albumin_Level": 4.272026288, + "Alkaline_Phosphatase_Level": 61.11509541, + "Alanine_Aminotransferase_Level": 7.427004902, + "Aspartate_Aminotransferase_Level": 42.69074723, + "Creatinine_Level": 0.726827582, + "LDH_Level": 103.4073145, + "Calcium_Level": 8.173027623, + "Phosphorus_Level": 3.65860084, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 13.97165681, + "Aspartate_Aminotransferase_Level": 42.17195168, + "Creatinine_Level": 1.25509676, + "LDH_Level": 180.749549, + "Calcium_Level": 9.407504815, + "Phosphorus_Level": 4.915703682, + "Glucose_Level": 131.3022051, + "Potassium_Level": 4.322506151, + "Sodium_Level": 144.3460196, + "Smoking_Pack_Years": 93.00208559 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.53701655, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.96607633, + "White_Blood_Cell_Count": 6.242447663, + "Platelet_Count": 448.1718182, + "Albumin_Level": 4.455124095, + "Alkaline_Phosphatase_Level": 64.53820491, + "Alanine_Aminotransferase_Level": 38.03475204, + "Aspartate_Aminotransferase_Level": 23.52413929, + "Creatinine_Level": 1.398389202, + "LDH_Level": 202.2032588, + "Calcium_Level": 8.075513992, + "Phosphorus_Level": 4.286439566, + "Glucose_Level": 92.67516275, + "Potassium_Level": 4.399482495, + "Sodium_Level": 143.0106899, + "Smoking_Pack_Years": 42.39447619 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.85606139, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 117.4497094, + "Alanine_Aminotransferase_Level": 13.71363347, + "Aspartate_Aminotransferase_Level": 31.31099161, + "Creatinine_Level": 1.372001638, + "LDH_Level": 135.2308889, + "Calcium_Level": 8.021178328, + "Phosphorus_Level": 3.87456377, + "Glucose_Level": 147.901343, + "Potassium_Level": 3.904266076, + "Sodium_Level": 139.1068866, + "Smoking_Pack_Years": 74.87501965 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.33495847, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Tumor_Size_mm": 37.04511589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.39601774, + "White_Blood_Cell_Count": 7.353199597, + "Platelet_Count": 407.0125482, + "Albumin_Level": 4.274912448, + "Alkaline_Phosphatase_Level": 88.51651396, + "Alanine_Aminotransferase_Level": 31.03870871, + "Aspartate_Aminotransferase_Level": 25.26788708, + "Creatinine_Level": 0.696422412, + "LDH_Level": 160.3680309, + "Calcium_Level": 9.316356242, 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4.443199956, + "Alkaline_Phosphatase_Level": 110.0847668, + "Alanine_Aminotransferase_Level": 25.65872889, + "Aspartate_Aminotransferase_Level": 44.81472362, + "Creatinine_Level": 1.009967681, + "LDH_Level": 211.4731598, + "Calcium_Level": 9.420555183, + "Phosphorus_Level": 3.819296292, + "Glucose_Level": 99.24023905, + "Potassium_Level": 3.509342084, + "Sodium_Level": 135.8114039, + "Smoking_Pack_Years": 27.53967111 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.40228499, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.14693975, + "White_Blood_Cell_Count": 8.255612165, + "Platelet_Count": 435.9733618, + "Albumin_Level": 3.366597951, + "Alkaline_Phosphatase_Level": 58.27066846, + "Alanine_Aminotransferase_Level": 19.50171399, + "Aspartate_Aminotransferase_Level": 22.547942, + "Creatinine_Level": 0.539599884, + "LDH_Level": 184.598659, + "Calcium_Level": 9.590771276, + "Phosphorus_Level": 3.517133013, + "Glucose_Level": 75.78918726, + "Potassium_Level": 4.35302971, + "Sodium_Level": 140.7803202, + "Smoking_Pack_Years": 99.17108314 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.5631004, + "White_Blood_Cell_Count": 4.522739965, + "Platelet_Count": 358.0539054, + "Albumin_Level": 3.52980238, + "Alkaline_Phosphatase_Level": 58.59920614, + "Alanine_Aminotransferase_Level": 35.59860054, + "Aspartate_Aminotransferase_Level": 17.31347322, + "Creatinine_Level": 1.272340269, + "LDH_Level": 153.0241594, + "Calcium_Level": 8.340341638, + "Phosphorus_Level": 4.06837521, + "Glucose_Level": 108.7848244, + "Potassium_Level": 4.836831046, + "Sodium_Level": 135.0807741, + "Smoking_Pack_Years": 66.23512981 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.17397712, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.16930726, + "White_Blood_Cell_Count": 9.684952286, + "Platelet_Count": 310.6226149, + "Albumin_Level": 3.912621571, + "Alkaline_Phosphatase_Level": 50.053619, + "Alanine_Aminotransferase_Level": 6.623558213, + "Aspartate_Aminotransferase_Level": 23.42431055, + "Creatinine_Level": 0.655313762, + "LDH_Level": 148.9668714, + "Calcium_Level": 8.272460121, + "Phosphorus_Level": 2.854291753, + "Glucose_Level": 120.2213114, + "Potassium_Level": 3.665892271, + "Sodium_Level": 141.9323637, + "Smoking_Pack_Years": 16.00565373 + }, + { + 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"Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.89085929, + "White_Blood_Cell_Count": 8.622531666, + "Platelet_Count": 374.5133303, + "Albumin_Level": 4.511760717, + "Alkaline_Phosphatase_Level": 94.22916591, + "Alanine_Aminotransferase_Level": 22.79948473, + "Aspartate_Aminotransferase_Level": 35.51120342, + "Creatinine_Level": 1.098370747, + "LDH_Level": 162.8579424, + "Calcium_Level": 8.822260261, + "Phosphorus_Level": 4.778458839, + "Glucose_Level": 109.6704218, + "Potassium_Level": 4.561473291, + "Sodium_Level": 136.8761238, + "Smoking_Pack_Years": 51.76890286 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.43677131, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.88843289, + "White_Blood_Cell_Count": 7.10829262, + "Platelet_Count": 264.0637773, + "Albumin_Level": 3.889065713, + "Alkaline_Phosphatase_Level": 73.7323477, + "Alanine_Aminotransferase_Level": 24.14319388, + "Aspartate_Aminotransferase_Level": 13.69126424, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.27107102, + "White_Blood_Cell_Count": 7.021059597, + "Platelet_Count": 196.2319343, + "Albumin_Level": 3.967968652, + "Alkaline_Phosphatase_Level": 62.8598531, + "Alanine_Aminotransferase_Level": 35.16244242, + "Aspartate_Aminotransferase_Level": 35.70639491, + "Creatinine_Level": 0.656264934, + "LDH_Level": 117.3597943, + "Calcium_Level": 8.734683218, + "Phosphorus_Level": 4.914388987, + "Glucose_Level": 88.24170384, + "Potassium_Level": 4.984359813, + "Sodium_Level": 135.1907237, + "Smoking_Pack_Years": 77.66884529 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.21935454, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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137.6382163, + "Smoking_Pack_Years": 4.802038835 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.11978067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.27721448, + "White_Blood_Cell_Count": 6.964498559, + "Platelet_Count": 424.4406813, + "Albumin_Level": 3.778613114, + "Alkaline_Phosphatase_Level": 108.4968465, + "Alanine_Aminotransferase_Level": 30.23273943, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.04150602, + "White_Blood_Cell_Count": 9.271533487, + "Platelet_Count": 327.2783221, + "Albumin_Level": 3.257010689, + "Alkaline_Phosphatase_Level": 57.44114335, + "Alanine_Aminotransferase_Level": 16.40858699, + "Aspartate_Aminotransferase_Level": 25.17340447, + "Creatinine_Level": 1.22417713, + "LDH_Level": 188.4465972, + "Calcium_Level": 10.24283253, + "Phosphorus_Level": 4.474986677, + "Glucose_Level": 125.9060311, + "Potassium_Level": 4.282275641, + "Sodium_Level": 141.8500702, + "Smoking_Pack_Years": 39.67741987 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.11628113, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.60557674, + "White_Blood_Cell_Count": 5.884055565, + "Platelet_Count": 445.5923565, + "Albumin_Level": 3.914870586, + "Alkaline_Phosphatase_Level": 97.46317231, + "Alanine_Aminotransferase_Level": 24.19443904, + "Aspartate_Aminotransferase_Level": 47.85728426, + "Creatinine_Level": 1.31277591, + "LDH_Level": 127.1778178, + "Calcium_Level": 8.780292696, + "Phosphorus_Level": 3.62892312, + "Glucose_Level": 126.544786, + "Potassium_Level": 4.206171409, + "Sodium_Level": 144.6080008, + "Smoking_Pack_Years": 96.25610691 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.49717781, + "Tumor_Location": "Upper 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.56490409, + "White_Blood_Cell_Count": 7.51495802, + "Platelet_Count": 359.8796348, + "Albumin_Level": 4.011280882, + "Alkaline_Phosphatase_Level": 51.30118006, + "Alanine_Aminotransferase_Level": 5.580437614, + "Aspartate_Aminotransferase_Level": 41.6699451, + "Creatinine_Level": 0.785680122, + "LDH_Level": 129.7842136, + "Calcium_Level": 9.97466617, + "Phosphorus_Level": 4.638977377, + "Glucose_Level": 92.74079206, + "Potassium_Level": 4.668191093, + "Sodium_Level": 142.7874952, + "Smoking_Pack_Years": 45.39288595 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.87792888, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.39124885, + "White_Blood_Cell_Count": 8.017493514, + "Platelet_Count": 225.0002821, + "Albumin_Level": 3.678744006, + "Alkaline_Phosphatase_Level": 47.72462322, + "Alanine_Aminotransferase_Level": 31.47923894, + "Aspartate_Aminotransferase_Level": 31.06156542, + "Creatinine_Level": 1.380829466, + "LDH_Level": 247.916863, + "Calcium_Level": 10.17746972, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.1202116, + "White_Blood_Cell_Count": 9.518573092, + "Platelet_Count": 334.3687001, + "Albumin_Level": 4.232317976, + "Alkaline_Phosphatase_Level": 76.98170737, + "Alanine_Aminotransferase_Level": 25.24120711, + "Aspartate_Aminotransferase_Level": 36.40560607, + "Creatinine_Level": 0.978770169, + "LDH_Level": 146.4520064, + "Calcium_Level": 9.126145636, + "Phosphorus_Level": 3.369463249, + "Glucose_Level": 115.0600001, + "Potassium_Level": 4.633104537, + "Sodium_Level": 135.9941158, + "Smoking_Pack_Years": 39.32266327 + }, + { + "Age": 50, + "Gender": "Male", 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246.187877, + "Calcium_Level": 8.495132099, + "Phosphorus_Level": 4.069110822, + "Glucose_Level": 99.98041743, + "Potassium_Level": 4.512413039, + "Sodium_Level": 135.3798871, + "Smoking_Pack_Years": 99.8681939 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.42245796, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.23477977, + "White_Blood_Cell_Count": 6.337758957, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.3122798, + "White_Blood_Cell_Count": 5.857703628, + "Platelet_Count": 228.4628179, + "Albumin_Level": 4.55380602, + "Alkaline_Phosphatase_Level": 61.85711784, + "Alanine_Aminotransferase_Level": 12.85799053, + "Aspartate_Aminotransferase_Level": 25.61137853, + "Creatinine_Level": 1.481910411, + "LDH_Level": 151.3488161, + "Calcium_Level": 8.198763516, + "Phosphorus_Level": 4.947628118, + "Glucose_Level": 115.9166813, + "Potassium_Level": 4.687368117, + "Sodium_Level": 135.0651861, + "Smoking_Pack_Years": 26.13340756 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.54971856, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.21700914, + "White_Blood_Cell_Count": 4.604511357, + "Platelet_Count": 373.0649252, + "Albumin_Level": 3.319710701, + "Alkaline_Phosphatase_Level": 118.6689342, + "Alanine_Aminotransferase_Level": 34.62872964, + "Aspartate_Aminotransferase_Level": 32.30414222, + "Creatinine_Level": 0.856690129, + "LDH_Level": 109.0221499, + "Calcium_Level": 9.746721772, + "Phosphorus_Level": 3.880455122, + "Glucose_Level": 143.2307206, + "Potassium_Level": 4.751404535, + "Sodium_Level": 143.417447, + "Smoking_Pack_Years": 27.68449117 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.65345417, + "White_Blood_Cell_Count": 6.839148342, + "Platelet_Count": 379.4109897, + "Albumin_Level": 3.542609894, + "Alkaline_Phosphatase_Level": 72.51062805, + "Alanine_Aminotransferase_Level": 7.3698257, + "Aspartate_Aminotransferase_Level": 44.72304521, + "Creatinine_Level": 1.018633919, + "LDH_Level": 237.6706694, + "Calcium_Level": 10.2786575, + "Phosphorus_Level": 3.998910365, + "Glucose_Level": 89.8548118, + "Potassium_Level": 4.712734445, + "Sodium_Level": 140.4737106, + "Smoking_Pack_Years": 5.826190365 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.00910202, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.72001713, + "White_Blood_Cell_Count": 4.005800593, + "Platelet_Count": 393.4966368, + "Albumin_Level": 4.682809943, + "Alkaline_Phosphatase_Level": 50.17931863, + "Alanine_Aminotransferase_Level": 21.32222719, + "Aspartate_Aminotransferase_Level": 15.39157455, + "Creatinine_Level": 0.930292587, + "LDH_Level": 221.2639047, + "Calcium_Level": 8.484659208, + "Phosphorus_Level": 3.466131506, + "Glucose_Level": 113.0261054, + "Potassium_Level": 3.552363094, + "Sodium_Level": 135.0305125, + "Smoking_Pack_Years": 31.93272051 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.50998793, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 22.08966151 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.43802922, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.82099527, + "White_Blood_Cell_Count": 5.72181929, + "Platelet_Count": 317.292871, + "Albumin_Level": 3.422764142, + "Alkaline_Phosphatase_Level": 64.70861177, + "Alanine_Aminotransferase_Level": 7.846973406, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.36158702, + "White_Blood_Cell_Count": 5.23055461, + "Platelet_Count": 423.0094405, + "Albumin_Level": 4.014038779, + "Alkaline_Phosphatase_Level": 87.36322172, + "Alanine_Aminotransferase_Level": 38.46529193, + "Aspartate_Aminotransferase_Level": 49.54684216, + "Creatinine_Level": 0.685248743, + "LDH_Level": 193.8309858, + "Calcium_Level": 8.801205089, + "Phosphorus_Level": 2.516105981, + "Glucose_Level": 98.68583676, + "Potassium_Level": 4.858519561, + "Sodium_Level": 140.2211789, + "Smoking_Pack_Years": 35.75440562 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.60839851, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.91286006, + "White_Blood_Cell_Count": 3.597047082, + "Platelet_Count": 415.7170321, + "Albumin_Level": 4.986400601, + "Alkaline_Phosphatase_Level": 98.81541728, + "Alanine_Aminotransferase_Level": 17.14568243, + "Aspartate_Aminotransferase_Level": 14.79925437, + "Creatinine_Level": 0.875132447, + "LDH_Level": 160.4724374, + "Calcium_Level": 9.102597627, + "Phosphorus_Level": 4.258367659, + "Glucose_Level": 127.4711292, + 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"Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.73247466, + "White_Blood_Cell_Count": 4.499186542, + "Platelet_Count": 439.5609915, + "Albumin_Level": 4.008793364, + "Alkaline_Phosphatase_Level": 118.9725, + "Alanine_Aminotransferase_Level": 11.93267412, + "Aspartate_Aminotransferase_Level": 38.60776496, + "Creatinine_Level": 1.23278204, + "LDH_Level": 194.9042304, + "Calcium_Level": 8.529153995, + "Phosphorus_Level": 4.167970911, + "Glucose_Level": 146.5898615, + "Potassium_Level": 4.804502805, + "Sodium_Level": 139.5466132, + "Smoking_Pack_Years": 37.95428303 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.08689232, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.16610281, + "White_Blood_Cell_Count": 4.364402008, + "Platelet_Count": 188.0370138, + "Albumin_Level": 4.058715129, + "Alkaline_Phosphatase_Level": 51.72392037, + "Alanine_Aminotransferase_Level": 14.11706095, + "Aspartate_Aminotransferase_Level": 24.48860194, + "Creatinine_Level": 0.55965189, + "LDH_Level": 155.5664647, + "Calcium_Level": 8.020558424, + "Phosphorus_Level": 3.29028372, + "Glucose_Level": 94.9176587, + "Potassium_Level": 3.947075303, + "Sodium_Level": 141.3448449, + "Smoking_Pack_Years": 60.19382987 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.68153388, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.00207874, + "White_Blood_Cell_Count": 8.792538373, + "Platelet_Count": 190.5772237, + "Albumin_Level": 3.542332832, + "Alkaline_Phosphatase_Level": 35.6022977, + "Alanine_Aminotransferase_Level": 13.47046616, + "Aspartate_Aminotransferase_Level": 44.97923697, + "Creatinine_Level": 0.803748202, + "LDH_Level": 101.052283, + "Calcium_Level": 9.92050121, + "Phosphorus_Level": 4.460749447, + "Glucose_Level": 79.02685304, + "Potassium_Level": 3.782315896, + "Sodium_Level": 136.9739665, + "Smoking_Pack_Years": 58.64972959 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.41159273, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.93534487, + "White_Blood_Cell_Count": 4.675084256, + "Platelet_Count": 182.7944239, + "Albumin_Level": 3.233264127, + "Alkaline_Phosphatase_Level": 76.19895095, + "Alanine_Aminotransferase_Level": 11.31583201, + "Aspartate_Aminotransferase_Level": 35.37946612, + "Creatinine_Level": 1.345391413, + "LDH_Level": 184.7580235, + "Calcium_Level": 9.327474254, + "Phosphorus_Level": 3.718915005, + "Glucose_Level": 121.0321753, + "Potassium_Level": 4.072712451, + "Sodium_Level": 138.1085369, + "Smoking_Pack_Years": 68.81589897 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.5592037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.6440894, + "White_Blood_Cell_Count": 6.679185374, + "Platelet_Count": 251.1643197, + "Albumin_Level": 4.527028049, + "Alkaline_Phosphatase_Level": 86.9990036, + "Alanine_Aminotransferase_Level": 28.49992616, + "Aspartate_Aminotransferase_Level": 33.36866971, + "Creatinine_Level": 1.115361336, + "LDH_Level": 115.9925528, + "Calcium_Level": 8.092157399, + "Phosphorus_Level": 3.867553358, + "Glucose_Level": 141.6763186, + "Potassium_Level": 3.845524654, + "Sodium_Level": 135.7737336, + "Smoking_Pack_Years": 19.89457144 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.081334349, + "Phosphorus_Level": 3.748658796, + "Glucose_Level": 99.09853768, + "Potassium_Level": 3.542807466, + "Sodium_Level": 141.1670099, + "Smoking_Pack_Years": 55.96979407 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.38768357, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.53215975, + "White_Blood_Cell_Count": 5.396396309, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.40259752, + "White_Blood_Cell_Count": 7.395104669, + "Platelet_Count": 311.9824732, + "Albumin_Level": 4.018166556, + "Alkaline_Phosphatase_Level": 108.7743545, + "Alanine_Aminotransferase_Level": 9.831696932, + "Aspartate_Aminotransferase_Level": 13.93154929, + "Creatinine_Level": 1.014229917, + "LDH_Level": 121.1326797, + "Calcium_Level": 8.013333439, + "Phosphorus_Level": 3.244962272, + "Glucose_Level": 80.50495712, + "Potassium_Level": 4.55961483, + "Sodium_Level": 141.3639051, + "Smoking_Pack_Years": 74.04601455 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.9873352, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.19654342, + "White_Blood_Cell_Count": 9.816216168, + "Platelet_Count": 189.4248379, + "Albumin_Level": 4.247012522, + "Alkaline_Phosphatase_Level": 90.49166353, + "Alanine_Aminotransferase_Level": 14.81217261, + "Aspartate_Aminotransferase_Level": 19.86541191, + "Creatinine_Level": 1.196079095, + "LDH_Level": 118.0880694, + "Calcium_Level": 8.643859669, + "Phosphorus_Level": 4.471456583, + "Glucose_Level": 102.2393685, + "Potassium_Level": 4.938093504, + "Sodium_Level": 141.8568251, + "Smoking_Pack_Years": 46.21523319 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.04825697, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.18985594, + "White_Blood_Cell_Count": 6.929690849, + "Platelet_Count": 261.3418283, + "Albumin_Level": 3.714856632, + "Alkaline_Phosphatase_Level": 79.92421524, + "Alanine_Aminotransferase_Level": 29.84592145, + "Aspartate_Aminotransferase_Level": 34.19396763, + "Creatinine_Level": 1.206903256, + "LDH_Level": 245.784649, + "Calcium_Level": 9.631059184, + "Phosphorus_Level": 2.607404697, + "Glucose_Level": 130.1371423, + "Potassium_Level": 4.706649759, + "Sodium_Level": 139.5290235, + "Smoking_Pack_Years": 51.42292376 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.52890687, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.43008829, + "White_Blood_Cell_Count": 4.495684015, + "Platelet_Count": 430.5148134, + "Albumin_Level": 3.506869521, + "Alkaline_Phosphatase_Level": 75.64862231, + "Alanine_Aminotransferase_Level": 18.00301868, + "Aspartate_Aminotransferase_Level": 46.61676433, + "Creatinine_Level": 1.338372027, + "LDH_Level": 170.7884056, + "Calcium_Level": 10.35406228, + "Phosphorus_Level": 4.19984343, + "Glucose_Level": 121.2063895, + "Potassium_Level": 4.722377126, + "Sodium_Level": 137.5294591, + "Smoking_Pack_Years": 49.59257115 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.26023027, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.65927498, + "White_Blood_Cell_Count": 9.455430023, + "Platelet_Count": 287.9342686, + "Albumin_Level": 3.339501245, + "Alkaline_Phosphatase_Level": 77.93697678, + "Alanine_Aminotransferase_Level": 25.09124708, + "Aspartate_Aminotransferase_Level": 47.60382201, + "Creatinine_Level": 0.730270588, + "LDH_Level": 220.8904894, + "Calcium_Level": 9.392125802, + "Phosphorus_Level": 2.973395011, + "Glucose_Level": 116.313215, + "Potassium_Level": 4.806831868, + "Sodium_Level": 137.7781008, + "Smoking_Pack_Years": 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"White_Blood_Cell_Count": 8.28217143, + "Platelet_Count": 245.257324, + "Albumin_Level": 3.582512053, + "Alkaline_Phosphatase_Level": 59.6854406, + "Alanine_Aminotransferase_Level": 25.05835194, + "Aspartate_Aminotransferase_Level": 15.07141705, + "Creatinine_Level": 0.742533693, + "LDH_Level": 219.8639659, + "Calcium_Level": 10.37495617, + "Phosphorus_Level": 3.497456498, + "Glucose_Level": 145.4162191, + "Potassium_Level": 4.129657657, + "Sodium_Level": 137.2662597, + "Smoking_Pack_Years": 84.73607502 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.24714262, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.49450113, + "White_Blood_Cell_Count": 4.213879582, + "Platelet_Count": 240.5431048, + "Albumin_Level": 4.207239453, + "Alkaline_Phosphatase_Level": 89.21697948, + "Alanine_Aminotransferase_Level": 5.18052362, + "Aspartate_Aminotransferase_Level": 34.93857112, + "Creatinine_Level": 1.233949288, + "LDH_Level": 213.892579, + "Calcium_Level": 8.273222155, + "Phosphorus_Level": 4.374987465, + "Glucose_Level": 93.6726635, + "Potassium_Level": 4.790262876, + "Sodium_Level": 144.2948633, + "Smoking_Pack_Years": 33.22034662 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.12893531, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.47048957, + "White_Blood_Cell_Count": 3.954931552, + "Platelet_Count": 332.2033461, + "Albumin_Level": 4.682671037, + "Alkaline_Phosphatase_Level": 39.75293282, + "Alanine_Aminotransferase_Level": 23.41274889, + "Aspartate_Aminotransferase_Level": 47.58108139, + "Creatinine_Level": 0.900763463, + "LDH_Level": 221.2427907, + "Calcium_Level": 9.223288944, + "Phosphorus_Level": 4.534278869, + "Glucose_Level": 140.0356569, + "Potassium_Level": 4.504821309, + "Sodium_Level": 141.8136303, + "Smoking_Pack_Years": 16.78388729 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.68007519, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.09543329, + "White_Blood_Cell_Count": 6.005806555, + "Platelet_Count": 228.1862771, + "Albumin_Level": 4.769259879, + "Alkaline_Phosphatase_Level": 58.51558943, + "Alanine_Aminotransferase_Level": 12.07967402, + "Aspartate_Aminotransferase_Level": 22.72173098, + "Creatinine_Level": 1.313296743, + "LDH_Level": 242.5933203, + "Calcium_Level": 9.965939003, + "Phosphorus_Level": 4.586621081, + "Glucose_Level": 90.68772844, + "Potassium_Level": 3.662540296, + "Sodium_Level": 142.1427038, + "Smoking_Pack_Years": 32.27207744 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.65444286, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.95545197, + "White_Blood_Cell_Count": 8.196751122, + "Platelet_Count": 312.6876531, + "Albumin_Level": 3.125568807, + "Alkaline_Phosphatase_Level": 71.75424002, + "Alanine_Aminotransferase_Level": 8.899870411, + "Aspartate_Aminotransferase_Level": 12.68118711, + "Creatinine_Level": 0.677971978, + "LDH_Level": 114.5644146, + "Calcium_Level": 9.780664952, + "Phosphorus_Level": 4.226630997, + "Glucose_Level": 80.83239322, + "Potassium_Level": 4.76094113, + "Sodium_Level": 137.5786521, + "Smoking_Pack_Years": 65.20154336 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.35114863, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.29096173, + "White_Blood_Cell_Count": 5.522607892, + "Platelet_Count": 201.0658221, + "Albumin_Level": 4.869575443, + "Alkaline_Phosphatase_Level": 44.34084466, + "Alanine_Aminotransferase_Level": 16.68617403, + "Aspartate_Aminotransferase_Level": 25.54606318, + "Creatinine_Level": 0.77419141, + "LDH_Level": 142.4254163, + "Calcium_Level": 8.009040355, + "Phosphorus_Level": 4.459300826, + "Glucose_Level": 106.752181, + "Potassium_Level": 4.115035835, + "Sodium_Level": 143.5316017, + "Smoking_Pack_Years": 91.41842575 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.06945564, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.96167179, + "White_Blood_Cell_Count": 6.40277945, + "Platelet_Count": 227.5446512, + "Albumin_Level": 3.422056406, + "Alkaline_Phosphatase_Level": 96.41218373, + "Alanine_Aminotransferase_Level": 6.401805608, + "Aspartate_Aminotransferase_Level": 24.93053522, + "Creatinine_Level": 0.783487099, + "LDH_Level": 119.0582652, + "Calcium_Level": 9.476924834, + "Phosphorus_Level": 4.958991692, + "Glucose_Level": 116.9212817, + "Potassium_Level": 3.588563189, + "Sodium_Level": 140.0799623, + "Smoking_Pack_Years": 26.49963159 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.66614372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.13064111, + "White_Blood_Cell_Count": 4.57253965, + "Platelet_Count": 365.2058284, + "Albumin_Level": 4.012024906, + "Alkaline_Phosphatase_Level": 58.92027289, + "Alanine_Aminotransferase_Level": 39.38902334, + "Aspartate_Aminotransferase_Level": 11.01375125, + "Creatinine_Level": 0.863977363, + "LDH_Level": 235.5124994, + "Calcium_Level": 8.427853206, + "Phosphorus_Level": 4.198908544, + "Glucose_Level": 148.4102861, + "Potassium_Level": 3.943156578, + "Sodium_Level": 135.0167142, + "Smoking_Pack_Years": 79.86154054 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.40316474, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.49122805, + "White_Blood_Cell_Count": 9.925180662, + "Platelet_Count": 447.5853776, + "Albumin_Level": 4.878276718, + "Alkaline_Phosphatase_Level": 51.32479005, + "Alanine_Aminotransferase_Level": 22.27873657, + "Aspartate_Aminotransferase_Level": 27.47095037, + "Creatinine_Level": 0.579249344, + "LDH_Level": 168.905699, + "Calcium_Level": 10.15319371, + "Phosphorus_Level": 4.988963928, + "Glucose_Level": 70.96044396, + "Potassium_Level": 3.762795056, + "Sodium_Level": 135.9268792, + "Smoking_Pack_Years": 26.42253593 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.12842839, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.55353028, + "White_Blood_Cell_Count": 9.428732898, + "Platelet_Count": 182.754004, + "Albumin_Level": 3.955848439, + "Alkaline_Phosphatase_Level": 88.5102539, + "Alanine_Aminotransferase_Level": 16.81926165, + "Aspartate_Aminotransferase_Level": 32.58587315, + "Creatinine_Level": 0.597291403, + "LDH_Level": 148.7247994, + "Calcium_Level": 9.569247188, + "Phosphorus_Level": 4.424057462, + "Glucose_Level": 108.0464473, + "Potassium_Level": 3.546820914, + "Sodium_Level": 136.5848502, + "Smoking_Pack_Years": 72.61555512 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.22811276, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.16509503, + "White_Blood_Cell_Count": 7.086011833, + "Platelet_Count": 428.253253, + "Albumin_Level": 3.704453119, + "Alkaline_Phosphatase_Level": 31.02541532, + "Alanine_Aminotransferase_Level": 35.18295445, + "Aspartate_Aminotransferase_Level": 38.31505173, + "Creatinine_Level": 1.409208787, + "LDH_Level": 135.5533136, + "Calcium_Level": 9.370465684, + "Phosphorus_Level": 3.564682812, + "Glucose_Level": 86.78029884, + "Potassium_Level": 4.025917334, + "Sodium_Level": 136.0694198, + "Smoking_Pack_Years": 61.80345125 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.36396951, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.25487665, + "White_Blood_Cell_Count": 7.938215408, + "Platelet_Count": 287.2111563, + "Albumin_Level": 4.518559018, + "Alkaline_Phosphatase_Level": 113.6293932, + "Alanine_Aminotransferase_Level": 11.10087882, + "Aspartate_Aminotransferase_Level": 26.65839666, + "Creatinine_Level": 0.716679116, + "LDH_Level": 180.1647352, + "Calcium_Level": 9.187218659, + "Phosphorus_Level": 3.179522578, + "Glucose_Level": 123.580514, + "Potassium_Level": 4.567647341, + "Sodium_Level": 135.0749741, + "Smoking_Pack_Years": 39.33167874 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.80481391, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.12219388, + "White_Blood_Cell_Count": 6.462283296, + "Platelet_Count": 427.0118112, + "Albumin_Level": 3.147755978, + "Alkaline_Phosphatase_Level": 83.57895266, + "Alanine_Aminotransferase_Level": 22.10624114, + "Aspartate_Aminotransferase_Level": 45.58337407, + "Creatinine_Level": 1.468889649, + "LDH_Level": 160.7133049, + "Calcium_Level": 9.088727236, + "Phosphorus_Level": 2.735805315, + "Glucose_Level": 145.063181, + "Potassium_Level": 4.302184311, + "Sodium_Level": 140.4826571, + "Smoking_Pack_Years": 52.1172805 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.99395228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.02293544, + "White_Blood_Cell_Count": 6.524297017, + "Platelet_Count": 182.2670081, + "Albumin_Level": 4.332319501, + "Alkaline_Phosphatase_Level": 39.70659912, + "Alanine_Aminotransferase_Level": 28.33015826, + "Aspartate_Aminotransferase_Level": 41.52068292, + "Creatinine_Level": 0.826544811, + "LDH_Level": 187.6015725, + "Calcium_Level": 8.845865832, + "Phosphorus_Level": 2.906640937, + "Glucose_Level": 147.1306772, + "Potassium_Level": 4.239632805, + "Sodium_Level": 135.9995048, + "Smoking_Pack_Years": 23.03290046 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.08687007, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.54537138, + "White_Blood_Cell_Count": 9.728823966, + "Platelet_Count": 221.2190426, + "Albumin_Level": 4.850306203, + "Alkaline_Phosphatase_Level": 68.30119589, + "Alanine_Aminotransferase_Level": 19.69752781, + "Aspartate_Aminotransferase_Level": 18.48811294, + "Creatinine_Level": 1.182900834, + "LDH_Level": 146.279559, + "Calcium_Level": 8.270353735, + "Phosphorus_Level": 4.779250148, + 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"Alkaline_Phosphatase_Level": 35.55630171, + "Alanine_Aminotransferase_Level": 24.23351753, + "Aspartate_Aminotransferase_Level": 13.42311721, + "Creatinine_Level": 0.544445375, + "LDH_Level": 113.3207781, + "Calcium_Level": 10.07630376, + "Phosphorus_Level": 2.743590282, + "Glucose_Level": 133.0856977, + "Potassium_Level": 4.411008383, + "Sodium_Level": 136.0160585, + "Smoking_Pack_Years": 18.7168268 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.30692127, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.77658722, + "White_Blood_Cell_Count": 9.112945128, + "Platelet_Count": 356.1298148, + "Albumin_Level": 3.594032613, + "Alkaline_Phosphatase_Level": 61.28681867, + "Alanine_Aminotransferase_Level": 11.97008293, + "Aspartate_Aminotransferase_Level": 12.42709148, + "Creatinine_Level": 0.853379027, + "LDH_Level": 166.5453689, + "Calcium_Level": 9.954182583, + "Phosphorus_Level": 4.204268918, + "Glucose_Level": 136.0038613, + "Potassium_Level": 4.329077781, + "Sodium_Level": 142.1241587, + "Smoking_Pack_Years": 96.27140521 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": 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8.871085474, + "Phosphorus_Level": 3.743258818, + "Glucose_Level": 148.418388, + "Potassium_Level": 4.091502, + "Sodium_Level": 139.5288906, + "Smoking_Pack_Years": 72.15556189 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.70765507, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.69235487, + "White_Blood_Cell_Count": 7.497124888, + "Platelet_Count": 283.0777539, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.06555579, + "White_Blood_Cell_Count": 5.369986045, + "Platelet_Count": 261.2249649, + "Albumin_Level": 4.230206694, + "Alkaline_Phosphatase_Level": 55.03205962, + "Alanine_Aminotransferase_Level": 7.927779212, + "Aspartate_Aminotransferase_Level": 42.09987676, + "Creatinine_Level": 1.469252236, + "LDH_Level": 183.9315742, + "Calcium_Level": 9.319094544, + "Phosphorus_Level": 2.65943342, + "Glucose_Level": 86.63874682, + "Potassium_Level": 3.893588607, + "Sodium_Level": 142.1684619, + "Smoking_Pack_Years": 99.31791058 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.88115202, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.2353692, + "White_Blood_Cell_Count": 4.457811775, + "Platelet_Count": 330.2910965, + "Albumin_Level": 4.993855173, + "Alkaline_Phosphatase_Level": 68.15427432, + "Alanine_Aminotransferase_Level": 8.556994104, + "Aspartate_Aminotransferase_Level": 14.33269146, + "Creatinine_Level": 1.223318142, + "LDH_Level": 111.6789892, + "Calcium_Level": 8.395658527, + "Phosphorus_Level": 4.994834765, + "Glucose_Level": 100.3825283, + "Potassium_Level": 3.754207089, + "Sodium_Level": 144.8785645, + "Smoking_Pack_Years": 35.23165065 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.21535793, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.5993464, + "White_Blood_Cell_Count": 5.566651012, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.73385714, + "White_Blood_Cell_Count": 9.062456898, + "Platelet_Count": 422.6361652, + "Albumin_Level": 4.632019153, + "Alkaline_Phosphatase_Level": 99.27186852, + "Alanine_Aminotransferase_Level": 30.86064786, + "Aspartate_Aminotransferase_Level": 10.13317708, + "Creatinine_Level": 0.783113407, + "LDH_Level": 100.7274364, + "Calcium_Level": 8.144260776, + "Phosphorus_Level": 3.476995466, + "Glucose_Level": 97.08311913, + "Potassium_Level": 4.57098658, + "Sodium_Level": 144.7205191, + "Smoking_Pack_Years": 46.2681872 + }, + { + "Age": 79, + "Gender": "Female", 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140.9096315, + "Calcium_Level": 9.3026882, + "Phosphorus_Level": 3.565386417, + "Glucose_Level": 145.8975009, + "Potassium_Level": 4.551382402, + "Sodium_Level": 137.2950276, + "Smoking_Pack_Years": 30.59060281 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.20010263, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.71191047, + "White_Blood_Cell_Count": 9.564964256, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.89707395, + "White_Blood_Cell_Count": 4.043860854, + "Platelet_Count": 390.7557734, + "Albumin_Level": 4.725082381, + "Alkaline_Phosphatase_Level": 66.21237006, + "Alanine_Aminotransferase_Level": 25.51788919, + "Aspartate_Aminotransferase_Level": 15.96239734, + "Creatinine_Level": 0.560251475, + "LDH_Level": 200.4572591, + "Calcium_Level": 9.449372781, + "Phosphorus_Level": 4.947066597, + "Glucose_Level": 100.954713, + "Potassium_Level": 4.125732126, + "Sodium_Level": 137.4877997, + "Smoking_Pack_Years": 91.33267279 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.46661835, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.40083637, + "White_Blood_Cell_Count": 4.761033936, + "Platelet_Count": 271.4942519, + "Albumin_Level": 3.609161919, + "Alkaline_Phosphatase_Level": 51.62691393, + "Alanine_Aminotransferase_Level": 20.21072384, + "Aspartate_Aminotransferase_Level": 45.47265999, + "Creatinine_Level": 1.063685025, + "LDH_Level": 248.3054043, + "Calcium_Level": 10.43712242, + "Phosphorus_Level": 3.471910494, + "Glucose_Level": 72.252706, + "Potassium_Level": 4.437537107, + "Sodium_Level": 139.3459919, + "Smoking_Pack_Years": 65.53858596 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.87655072, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.55659717, + "White_Blood_Cell_Count": 9.707531708, + "Platelet_Count": 418.6722691, + "Albumin_Level": 3.776396467, + "Alkaline_Phosphatase_Level": 37.61412161, + "Alanine_Aminotransferase_Level": 6.275922227, + "Aspartate_Aminotransferase_Level": 26.48968738, + "Creatinine_Level": 1.109879453, + "LDH_Level": 202.4285856, + "Calcium_Level": 9.878205741, + "Phosphorus_Level": 4.528062432, + "Glucose_Level": 107.3848391, + "Potassium_Level": 3.59981969, + "Sodium_Level": 144.2781356, + "Smoking_Pack_Years": 52.00301662 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.04036312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.90694176, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.18352209, + "White_Blood_Cell_Count": 4.239603145, + "Platelet_Count": 310.4585704, + "Albumin_Level": 4.755421414, + "Alkaline_Phosphatase_Level": 96.034732, + "Alanine_Aminotransferase_Level": 20.79192029, + "Aspartate_Aminotransferase_Level": 13.42257098, + "Creatinine_Level": 1.226408289, + "LDH_Level": 198.6648276, + "Calcium_Level": 9.420690412, + "Phosphorus_Level": 4.832337067, + "Glucose_Level": 115.4631498, + "Potassium_Level": 4.671547037, + "Sodium_Level": 143.8538504, + "Smoking_Pack_Years": 7.319996979 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.57995383, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.58134932, + "White_Blood_Cell_Count": 8.187923782, + "Platelet_Count": 301.3120746, + "Albumin_Level": 3.068326605, + "Alkaline_Phosphatase_Level": 94.61806694, + "Alanine_Aminotransferase_Level": 7.774327755, + "Aspartate_Aminotransferase_Level": 43.93629348, + "Creatinine_Level": 1.26628325, + "LDH_Level": 246.1795381, + "Calcium_Level": 8.262263507, + "Phosphorus_Level": 3.176868344, + "Glucose_Level": 148.7330313, + "Potassium_Level": 4.385713749, + "Sodium_Level": 143.4593015, + "Smoking_Pack_Years": 57.79975293 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.19662526, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.45907286, + "White_Blood_Cell_Count": 6.366392213, + "Platelet_Count": 233.2673655, + "Albumin_Level": 3.776291282, + "Alkaline_Phosphatase_Level": 79.45137193, + "Alanine_Aminotransferase_Level": 32.36418933, + "Aspartate_Aminotransferase_Level": 22.408765, + "Creatinine_Level": 0.856792391, + "LDH_Level": 196.4328507, + "Calcium_Level": 9.269321022, + "Phosphorus_Level": 4.565362453, + "Glucose_Level": 93.4688701, + "Potassium_Level": 4.918752216, + "Sodium_Level": 144.2219806, + "Smoking_Pack_Years": 21.21231703 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.85679877, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 63, + 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"Alanine_Aminotransferase_Level": 8.8963364, + "Aspartate_Aminotransferase_Level": 29.69561736, + "Creatinine_Level": 0.564336885, + "LDH_Level": 226.1713022, + "Calcium_Level": 8.072585454, + "Phosphorus_Level": 4.839774956, + "Glucose_Level": 114.2259998, + "Potassium_Level": 4.723102239, + "Sodium_Level": 144.3197033, + "Smoking_Pack_Years": 37.57832202 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.04674332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.71796152, + "White_Blood_Cell_Count": 8.980311157, + "Platelet_Count": 376.464067, + "Albumin_Level": 3.295849131, + "Alkaline_Phosphatase_Level": 43.95929181, + "Alanine_Aminotransferase_Level": 30.53029283, + "Aspartate_Aminotransferase_Level": 49.56420983, + "Creatinine_Level": 0.793264481, + "LDH_Level": 173.6546726, + "Calcium_Level": 9.274325774, + "Phosphorus_Level": 4.844549097, + "Glucose_Level": 117.0147532, + "Potassium_Level": 4.784573643, + "Sodium_Level": 137.421133, + "Smoking_Pack_Years": 15.05104149 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.45943146, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.14034311, + "White_Blood_Cell_Count": 3.916280264, + "Platelet_Count": 155.9030591, + "Albumin_Level": 3.122703598, + "Alkaline_Phosphatase_Level": 70.67626177, + "Alanine_Aminotransferase_Level": 23.46136113, + "Aspartate_Aminotransferase_Level": 34.93839025, + "Creatinine_Level": 0.690648233, + "LDH_Level": 214.0753297, + "Calcium_Level": 9.110030282, + "Phosphorus_Level": 3.100266238, + "Glucose_Level": 76.00893151, + "Potassium_Level": 3.636953902, + "Sodium_Level": 138.2482617, + "Smoking_Pack_Years": 82.05404396 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.23615074, + "Tumor_Location": 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56.91641796, + "Alanine_Aminotransferase_Level": 30.13667226, + "Aspartate_Aminotransferase_Level": 18.61862941, + "Creatinine_Level": 1.124203132, + "LDH_Level": 200.3051158, + "Calcium_Level": 8.065125283, + "Phosphorus_Level": 4.269915879, + "Glucose_Level": 87.14305638, + "Potassium_Level": 3.898673014, + "Sodium_Level": 144.9529711, + "Smoking_Pack_Years": 29.31276551 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.53630755, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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+ "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.42272178, + "White_Blood_Cell_Count": 7.020771334, + "Platelet_Count": 205.0821225, + "Albumin_Level": 3.105490797, + "Alkaline_Phosphatase_Level": 46.11578666, + "Alanine_Aminotransferase_Level": 19.26739818, + "Aspartate_Aminotransferase_Level": 14.75769754, + "Creatinine_Level": 0.774453343, + "LDH_Level": 179.3275223, + "Calcium_Level": 8.578928197, + "Phosphorus_Level": 2.520204818, + "Glucose_Level": 135.3713485, + "Potassium_Level": 4.823832253, + "Sodium_Level": 142.7637697, + "Smoking_Pack_Years": 36.61126495 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.79837985, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.69279636, + "White_Blood_Cell_Count": 9.819819225, + "Platelet_Count": 436.8915525, + "Albumin_Level": 3.801875222, + "Alkaline_Phosphatase_Level": 44.9100206, + "Alanine_Aminotransferase_Level": 36.10655083, + "Aspartate_Aminotransferase_Level": 22.95703737, + "Creatinine_Level": 0.77149845, + "LDH_Level": 206.9732374, + "Calcium_Level": 9.692650919, + "Phosphorus_Level": 3.112188549, + "Glucose_Level": 149.5328385, + "Potassium_Level": 3.617928198, + "Sodium_Level": 140.1063537, + "Smoking_Pack_Years": 28.77810516 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.11925054, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.97869921, + "White_Blood_Cell_Count": 7.12000541, + "Platelet_Count": 236.8385297, + 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.46196521, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.11788472, + "White_Blood_Cell_Count": 7.475043639, + "Platelet_Count": 221.3268489, + "Albumin_Level": 4.60791456, + "Alkaline_Phosphatase_Level": 96.83661188, + "Alanine_Aminotransferase_Level": 15.99588016, + "Aspartate_Aminotransferase_Level": 17.62367434, + "Creatinine_Level": 0.789245635, + "LDH_Level": 105.7540004, + 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220.8621856, + "Calcium_Level": 8.037655216, + "Phosphorus_Level": 3.107209396, + "Glucose_Level": 135.0884784, + "Potassium_Level": 4.794098388, + "Sodium_Level": 143.7261071, + "Smoking_Pack_Years": 42.88486072 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.71862743, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.07074095, + "White_Blood_Cell_Count": 9.405563464, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.2846417, + "White_Blood_Cell_Count": 7.236827289, + "Platelet_Count": 291.638494, + "Albumin_Level": 4.622633488, + "Alkaline_Phosphatase_Level": 116.6384607, + "Alanine_Aminotransferase_Level": 38.4980979, + "Aspartate_Aminotransferase_Level": 32.00640916, + "Creatinine_Level": 0.520627945, + "LDH_Level": 154.0589158, + "Calcium_Level": 8.213223375, + "Phosphorus_Level": 3.690549891, + "Glucose_Level": 106.9520398, + "Potassium_Level": 4.434138624, + "Sodium_Level": 144.8655048, + "Smoking_Pack_Years": 86.63563298 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.04791495, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.57707146, + "White_Blood_Cell_Count": 6.523976337, + "Platelet_Count": 306.8428817, + "Albumin_Level": 4.080900987, + "Alkaline_Phosphatase_Level": 99.84605895, + "Alanine_Aminotransferase_Level": 16.96957772, + "Aspartate_Aminotransferase_Level": 29.14676556, + "Creatinine_Level": 0.57321758, + "LDH_Level": 176.108448, + "Calcium_Level": 9.882112379, + "Phosphorus_Level": 4.832571511, + "Glucose_Level": 74.02536982, + "Potassium_Level": 4.127230175, + "Sodium_Level": 139.1154286, + "Smoking_Pack_Years": 3.06304059 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.79162266, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.06294532, + "White_Blood_Cell_Count": 8.915538965, + "Platelet_Count": 375.6111431, + "Albumin_Level": 4.543414492, + "Alkaline_Phosphatase_Level": 65.75749832, + "Alanine_Aminotransferase_Level": 25.90425269, + "Aspartate_Aminotransferase_Level": 20.67188302, + "Creatinine_Level": 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{ + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.59180518, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.25326151, + "White_Blood_Cell_Count": 3.86206972, + "Platelet_Count": 393.0871661, + "Albumin_Level": 4.025337792, + "Alkaline_Phosphatase_Level": 110.5980471, + "Alanine_Aminotransferase_Level": 18.56984784, + "Aspartate_Aminotransferase_Level": 23.02206443, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.36294857, + "White_Blood_Cell_Count": 7.404863747, + "Platelet_Count": 288.2684733, + "Albumin_Level": 4.055360698, + "Alkaline_Phosphatase_Level": 44.87599437, + "Alanine_Aminotransferase_Level": 12.55783658, + "Aspartate_Aminotransferase_Level": 35.26717034, + "Creatinine_Level": 1.433261873, + "LDH_Level": 111.7119474, + "Calcium_Level": 8.194953047, + "Phosphorus_Level": 4.41989398, + "Glucose_Level": 100.6699669, + "Potassium_Level": 4.158030402, + "Sodium_Level": 142.8055635, + "Smoking_Pack_Years": 28.96439642 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.75340498, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.8250915, + "White_Blood_Cell_Count": 5.539400552, + "Platelet_Count": 371.1818818, + "Albumin_Level": 3.536223685, + "Alkaline_Phosphatase_Level": 61.94799289, + "Alanine_Aminotransferase_Level": 35.0830481, + "Aspartate_Aminotransferase_Level": 43.56324115, + "Creatinine_Level": 0.619993928, + "LDH_Level": 151.9491182, + "Calcium_Level": 9.939132451, + "Phosphorus_Level": 4.948618579, + "Glucose_Level": 144.9304666, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.90191491, + "White_Blood_Cell_Count": 9.171426961, + "Platelet_Count": 324.175037, + "Albumin_Level": 3.867427819, + "Alkaline_Phosphatase_Level": 66.33344075, + "Alanine_Aminotransferase_Level": 27.99363892, + "Aspartate_Aminotransferase_Level": 32.80817961, + "Creatinine_Level": 0.827518828, + "LDH_Level": 111.8938651, + "Calcium_Level": 8.258925685, + "Phosphorus_Level": 4.596727728, + "Glucose_Level": 95.86918311, + "Potassium_Level": 4.240313811, + "Sodium_Level": 143.8655736, + "Smoking_Pack_Years": 89.44496799 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.40104398, + "Tumor_Location": "Lower 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122.4855336, + "Potassium_Level": 3.889063022, + "Sodium_Level": 142.7350565, + "Smoking_Pack_Years": 68.63599896 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.37826746, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.75222426, + "White_Blood_Cell_Count": 6.212552053, + "Platelet_Count": 155.4561839, + "Albumin_Level": 3.377896568, + "Alkaline_Phosphatase_Level": 79.66765136, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.52723303, + "White_Blood_Cell_Count": 8.087467532, + "Platelet_Count": 234.2541669, + "Albumin_Level": 4.214216071, + "Alkaline_Phosphatase_Level": 34.96921778, + "Alanine_Aminotransferase_Level": 31.77464826, + "Aspartate_Aminotransferase_Level": 15.30148431, + "Creatinine_Level": 1.132005666, + "LDH_Level": 125.0757458, + "Calcium_Level": 9.688843432, + "Phosphorus_Level": 2.777475278, + "Glucose_Level": 118.2043208, + "Potassium_Level": 4.927362991, + "Sodium_Level": 139.778876, + "Smoking_Pack_Years": 24.58574067 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.73862637, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.42209516, + "White_Blood_Cell_Count": 8.595143218, + "Platelet_Count": 338.4364964, + "Albumin_Level": 3.98932956, + "Alkaline_Phosphatase_Level": 36.09384106, + "Alanine_Aminotransferase_Level": 23.66309852, + "Aspartate_Aminotransferase_Level": 46.65989083, + "Creatinine_Level": 1.432953168, + "LDH_Level": 235.6255633, + "Calcium_Level": 9.14897456, + "Phosphorus_Level": 4.962583809, + "Glucose_Level": 102.0859107, + "Potassium_Level": 3.684387087, + "Sodium_Level": 139.1839306, + "Smoking_Pack_Years": 42.11746498 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.00513451, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.45490238, + "White_Blood_Cell_Count": 5.020036009, + "Platelet_Count": 331.602425, + "Albumin_Level": 3.730998574, + "Alkaline_Phosphatase_Level": 110.8040428, + "Alanine_Aminotransferase_Level": 37.25670516, + "Aspartate_Aminotransferase_Level": 47.60653804, + "Creatinine_Level": 0.69638006, + "LDH_Level": 156.6142054, + "Calcium_Level": 9.808772011, + "Phosphorus_Level": 3.572625147, + "Glucose_Level": 75.33910168, + "Potassium_Level": 4.372742056, + "Sodium_Level": 142.9140975, + "Smoking_Pack_Years": 22.76024871 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.51448128, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.53293639, + "White_Blood_Cell_Count": 7.718562854, + "Platelet_Count": 349.0725343, + "Albumin_Level": 4.917747338, + "Alkaline_Phosphatase_Level": 79.16775118, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.69907443, + "White_Blood_Cell_Count": 3.939483111, + "Platelet_Count": 301.5601632, + "Albumin_Level": 3.893923881, + "Alkaline_Phosphatase_Level": 34.51209164, + "Alanine_Aminotransferase_Level": 6.118625766, + "Aspartate_Aminotransferase_Level": 38.43436782, + "Creatinine_Level": 1.024961324, + "LDH_Level": 175.1732124, + "Calcium_Level": 8.285363094, + "Phosphorus_Level": 4.714997682, + "Glucose_Level": 144.0777467, + "Potassium_Level": 4.743243264, + "Sodium_Level": 140.0889955, + "Smoking_Pack_Years": 12.90136035 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.98717289, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.71789698, + "White_Blood_Cell_Count": 6.888243901, + "Platelet_Count": 242.8145658, + "Albumin_Level": 3.996384873, + "Alkaline_Phosphatase_Level": 116.1278811, + "Alanine_Aminotransferase_Level": 6.639183631, + "Aspartate_Aminotransferase_Level": 14.25852545, + "Creatinine_Level": 0.960373836, + "LDH_Level": 231.6758653, + "Calcium_Level": 9.564573346, + "Phosphorus_Level": 4.649074688, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.31496814, + "White_Blood_Cell_Count": 9.573241948, + "Platelet_Count": 353.7952807, + "Albumin_Level": 4.701617401, + "Alkaline_Phosphatase_Level": 79.9803234, + "Alanine_Aminotransferase_Level": 8.333860759, + "Aspartate_Aminotransferase_Level": 16.82382281, + "Creatinine_Level": 0.722395687, + "LDH_Level": 184.6330225, + "Calcium_Level": 9.02288112, + "Phosphorus_Level": 4.97110978, + "Glucose_Level": 124.2823565, + "Potassium_Level": 4.443353718, + "Sodium_Level": 143.1298615, + "Smoking_Pack_Years": 11.73617379 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 60.46598359, + "Alanine_Aminotransferase_Level": 12.63033916, + "Aspartate_Aminotransferase_Level": 12.86916071, + "Creatinine_Level": 0.715266006, + "LDH_Level": 218.3735425, + "Calcium_Level": 8.805571537, + "Phosphorus_Level": 4.840987378, + "Glucose_Level": 100.7252956, + "Potassium_Level": 4.920782518, + "Sodium_Level": 135.0580594, + "Smoking_Pack_Years": 71.68327727 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.8327457, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.47233173, + "White_Blood_Cell_Count": 6.825552213, + "Platelet_Count": 305.7277305, + "Albumin_Level": 4.858918086, + "Alkaline_Phosphatase_Level": 44.90674682, + "Alanine_Aminotransferase_Level": 36.00545367, + "Aspartate_Aminotransferase_Level": 48.31189806, + "Creatinine_Level": 1.249521692, + "LDH_Level": 148.4265818, + "Calcium_Level": 9.490037116, + "Phosphorus_Level": 2.616257545, + "Glucose_Level": 99.50532689, + "Potassium_Level": 4.965154004, + "Sodium_Level": 141.0851641, + "Smoking_Pack_Years": 70.87276083 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.36272926, + "White_Blood_Cell_Count": 9.239812313, + "Platelet_Count": 284.2544375, + "Albumin_Level": 4.37961067, + "Alkaline_Phosphatase_Level": 32.77075172, + "Alanine_Aminotransferase_Level": 12.48134986, + "Aspartate_Aminotransferase_Level": 24.36989374, + "Creatinine_Level": 1.195722753, + "LDH_Level": 218.8352652, + "Calcium_Level": 10.02704266, + "Phosphorus_Level": 4.134248713, + "Glucose_Level": 110.3132184, + "Potassium_Level": 4.227013181, + "Sodium_Level": 135.8348148, + "Smoking_Pack_Years": 3.946914148 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.34810001, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.85407315, + "White_Blood_Cell_Count": 9.271055333, + "Platelet_Count": 265.2136889, + "Albumin_Level": 4.322689212, + "Alkaline_Phosphatase_Level": 38.01091175, + "Alanine_Aminotransferase_Level": 17.11859966, + "Aspartate_Aminotransferase_Level": 14.8368499, + "Creatinine_Level": 0.65849358, + "LDH_Level": 161.5624814, + "Calcium_Level": 10.40428238, + "Phosphorus_Level": 2.610195875, + "Glucose_Level": 147.5756539, + "Potassium_Level": 4.970094237, + "Sodium_Level": 144.4022945, + "Smoking_Pack_Years": 57.45693899 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.87308269, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.87093576, + "White_Blood_Cell_Count": 6.785255279, + "Platelet_Count": 240.7207655, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.79127427, + "White_Blood_Cell_Count": 5.910394964, + "Platelet_Count": 247.6578172, + "Albumin_Level": 3.364376965, + "Alkaline_Phosphatase_Level": 71.36873531, + "Alanine_Aminotransferase_Level": 6.315220704, + "Aspartate_Aminotransferase_Level": 37.11051057, + "Creatinine_Level": 1.316352853, + "LDH_Level": 161.5926921, + "Calcium_Level": 8.535598344, + "Phosphorus_Level": 4.321197434, + "Glucose_Level": 96.10417645, + "Potassium_Level": 4.994035367, + "Sodium_Level": 141.4124725, + "Smoking_Pack_Years": 0.405975515 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.61244514, + "White_Blood_Cell_Count": 4.805364168, + "Platelet_Count": 344.5514773, + "Albumin_Level": 4.281278332, + "Alkaline_Phosphatase_Level": 52.0536267, + "Alanine_Aminotransferase_Level": 19.26231005, + "Aspartate_Aminotransferase_Level": 30.97225976, + "Creatinine_Level": 1.398608021, + "LDH_Level": 204.9659688, + "Calcium_Level": 8.32355018, + "Phosphorus_Level": 3.171761589, + "Glucose_Level": 114.8639874, + "Potassium_Level": 4.905377981, + "Sodium_Level": 138.0152807, + "Smoking_Pack_Years": 22.10632086 + }, + { + "Age": 65, + "Gender": "Male", 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"LDH_Level": 101.9430792, + "Calcium_Level": 9.048791218, + "Phosphorus_Level": 4.965625972, + "Glucose_Level": 73.8029864, + "Potassium_Level": 4.885080687, + "Sodium_Level": 142.7676437, + "Smoking_Pack_Years": 81.83024321 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.37475963, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.45012864, + "White_Blood_Cell_Count": 8.074371783, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.56925159, + "White_Blood_Cell_Count": 7.295384637, + "Platelet_Count": 239.5186456, + "Albumin_Level": 3.222494289, + "Alkaline_Phosphatase_Level": 85.53641274, + "Alanine_Aminotransferase_Level": 7.349602537, + "Aspartate_Aminotransferase_Level": 36.94462937, + "Creatinine_Level": 0.621944706, + "LDH_Level": 183.9434656, + "Calcium_Level": 8.845178398, + "Phosphorus_Level": 3.671705145, + "Glucose_Level": 129.5522031, + "Potassium_Level": 4.830509959, + "Sodium_Level": 136.1499491, + "Smoking_Pack_Years": 40.11468547 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.89726242, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", 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"Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.48717454, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.56327613, + "White_Blood_Cell_Count": 3.675258676, + "Platelet_Count": 214.6385887, + "Albumin_Level": 3.731849502, + "Alkaline_Phosphatase_Level": 91.78291302, + "Alanine_Aminotransferase_Level": 19.64353419, + "Aspartate_Aminotransferase_Level": 20.6066141, + "Creatinine_Level": 1.423326357, 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"No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.06663128, + "White_Blood_Cell_Count": 5.362201551, + "Platelet_Count": 401.729424, + "Albumin_Level": 4.305887696, + "Alkaline_Phosphatase_Level": 68.40466603, + "Alanine_Aminotransferase_Level": 18.40776504, + "Aspartate_Aminotransferase_Level": 18.68350092, + "Creatinine_Level": 0.660387029, + "LDH_Level": 175.9207816, + "Calcium_Level": 8.731787567, + "Phosphorus_Level": 2.631141296, + "Glucose_Level": 124.3507101, + "Potassium_Level": 3.699638609, + "Sodium_Level": 136.2314122, + "Smoking_Pack_Years": 67.52821157 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.04795567, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.94593877, + "White_Blood_Cell_Count": 8.406726249, + "Platelet_Count": 366.1367628, + "Albumin_Level": 4.498941909, + "Alkaline_Phosphatase_Level": 52.88031173, + "Alanine_Aminotransferase_Level": 5.648506537, + "Aspartate_Aminotransferase_Level": 16.03763119, + "Creatinine_Level": 0.851859588, + "LDH_Level": 105.8678081, + "Calcium_Level": 8.69669289, + "Phosphorus_Level": 3.8256718, + "Glucose_Level": 139.4249038, + "Potassium_Level": 4.082729778, + "Sodium_Level": 135.003397, + "Smoking_Pack_Years": 7.565927078 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.02617367, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.37808322, + "White_Blood_Cell_Count": 3.846847912, + "Platelet_Count": 415.6061733, + "Albumin_Level": 3.980645989, + "Alkaline_Phosphatase_Level": 33.46423591, + "Alanine_Aminotransferase_Level": 23.49204474, + "Aspartate_Aminotransferase_Level": 24.25990789, + "Creatinine_Level": 0.931123344, + "LDH_Level": 158.3692574, + "Calcium_Level": 9.078902563, + "Phosphorus_Level": 4.578725332, + "Glucose_Level": 104.6904249, + "Potassium_Level": 4.371788886, + "Sodium_Level": 137.4558854, + "Smoking_Pack_Years": 95.52172253 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.36969259, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.34098039, + "White_Blood_Cell_Count": 9.599291309, + "Platelet_Count": 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"Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.37714601, + "White_Blood_Cell_Count": 5.461877978, + "Platelet_Count": 445.8807671, + "Albumin_Level": 3.490910633, + "Alkaline_Phosphatase_Level": 94.69691983, + "Alanine_Aminotransferase_Level": 26.75227632, + "Aspartate_Aminotransferase_Level": 14.00317006, + "Creatinine_Level": 1.441558217, + "LDH_Level": 201.7777858, + "Calcium_Level": 9.962145438, + "Phosphorus_Level": 4.689341594, + "Glucose_Level": 122.0149386, + "Potassium_Level": 4.848304234, + "Sodium_Level": 138.2009872, + "Smoking_Pack_Years": 82.76383556 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.92188033, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.37970794, + "White_Blood_Cell_Count": 4.456464662, + "Platelet_Count": 448.3144427, + "Albumin_Level": 3.240881673, + "Alkaline_Phosphatase_Level": 90.24083939, + "Alanine_Aminotransferase_Level": 9.217687387, + "Aspartate_Aminotransferase_Level": 13.75772564, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.3654224, + "White_Blood_Cell_Count": 3.542950754, + "Platelet_Count": 253.7593844, + "Albumin_Level": 4.947425434, + "Alkaline_Phosphatase_Level": 85.87176323, + "Alanine_Aminotransferase_Level": 27.06666079, + "Aspartate_Aminotransferase_Level": 18.68097524, + "Creatinine_Level": 0.994357565, + "LDH_Level": 235.2947559, + "Calcium_Level": 8.357675991, + "Phosphorus_Level": 3.841227008, + "Glucose_Level": 111.5004244, + "Potassium_Level": 4.222972128, + "Sodium_Level": 139.3773242, + "Smoking_Pack_Years": 31.5617183 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.45252679, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.81108889, + "White_Blood_Cell_Count": 4.553534107, + "Platelet_Count": 385.9632182, + "Albumin_Level": 3.190945448, + "Alkaline_Phosphatase_Level": 70.79486492, + "Alanine_Aminotransferase_Level": 18.91838081, + "Aspartate_Aminotransferase_Level": 49.17631781, + "Creatinine_Level": 0.513507312, + "LDH_Level": 239.6050617, + "Calcium_Level": 9.76904843, + "Phosphorus_Level": 4.310254085, + "Glucose_Level": 77.0604086, + "Potassium_Level": 3.96764771, + "Sodium_Level": 140.2711843, + "Smoking_Pack_Years": 11.65114328 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.74316298, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.09528455, + "White_Blood_Cell_Count": 4.604611508, + "Platelet_Count": 364.1674056, + "Albumin_Level": 4.287168194, + "Alkaline_Phosphatase_Level": 107.9599954, + "Alanine_Aminotransferase_Level": 24.46111445, + "Aspartate_Aminotransferase_Level": 27.30185858, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.3411976, + "White_Blood_Cell_Count": 9.16123952, + "Platelet_Count": 277.2147741, + "Albumin_Level": 3.29170194, + "Alkaline_Phosphatase_Level": 41.69421736, + "Alanine_Aminotransferase_Level": 22.54947585, + "Aspartate_Aminotransferase_Level": 47.05982225, + "Creatinine_Level": 1.311029395, + "LDH_Level": 191.3560587, + "Calcium_Level": 8.915706109, + "Phosphorus_Level": 3.006265239, + "Glucose_Level": 140.2839269, + "Potassium_Level": 4.697177005, + "Sodium_Level": 142.7368074, + "Smoking_Pack_Years": 35.78347691 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.86788666, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.77180092, + "White_Blood_Cell_Count": 9.701092291, + "Platelet_Count": 426.7658789, + "Albumin_Level": 4.619859788, + "Alkaline_Phosphatase_Level": 109.9423728, + "Alanine_Aminotransferase_Level": 30.1739798, + "Aspartate_Aminotransferase_Level": 29.01991594, + "Creatinine_Level": 1.142327875, + "LDH_Level": 209.9798586, + "Calcium_Level": 9.308723637, + "Phosphorus_Level": 4.012688356, + "Glucose_Level": 136.0934066, + "Potassium_Level": 3.839866212, + "Sodium_Level": 139.1055921, + "Smoking_Pack_Years": 51.92481903 + }, + { 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"White_Blood_Cell_Count": 4.373389645, + "Platelet_Count": 343.0541614, + "Albumin_Level": 3.748935815, + "Alkaline_Phosphatase_Level": 64.46093669, + "Alanine_Aminotransferase_Level": 6.47379796, + "Aspartate_Aminotransferase_Level": 25.19573642, + "Creatinine_Level": 1.42335521, + "LDH_Level": 132.8129742, + "Calcium_Level": 10.32555824, + "Phosphorus_Level": 3.665425252, + "Glucose_Level": 131.4652394, + "Potassium_Level": 3.609498355, + "Sodium_Level": 137.2074954, + "Smoking_Pack_Years": 40.27569776 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.87611789, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.44900802, + "White_Blood_Cell_Count": 9.980988336, + "Platelet_Count": 168.773363, + "Albumin_Level": 3.655125955, + "Alkaline_Phosphatase_Level": 64.72963335, + "Alanine_Aminotransferase_Level": 20.33625286, + "Aspartate_Aminotransferase_Level": 11.04769011, + "Creatinine_Level": 0.526420657, + "LDH_Level": 100.1138135, + "Calcium_Level": 9.018654638, + "Phosphorus_Level": 3.377106987, + "Glucose_Level": 77.22193747, + "Potassium_Level": 4.515785956, + "Sodium_Level": 143.546611, + "Smoking_Pack_Years": 73.49114144 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.41707673, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.72104703, + "White_Blood_Cell_Count": 3.775241724, + "Platelet_Count": 275.4312309, + "Albumin_Level": 3.252018072, + "Alkaline_Phosphatase_Level": 48.4744536, + "Alanine_Aminotransferase_Level": 39.81036522, + "Aspartate_Aminotransferase_Level": 42.47649891, + "Creatinine_Level": 0.841133564, + "LDH_Level": 132.5161343, + "Calcium_Level": 8.804230683, + "Phosphorus_Level": 4.078754903, + "Glucose_Level": 144.8873238, + "Potassium_Level": 4.787931147, + "Sodium_Level": 143.4506603, + "Smoking_Pack_Years": 59.80601561 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.72934977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.85236633, + "White_Blood_Cell_Count": 7.459764011, + "Platelet_Count": 360.5483239, + "Albumin_Level": 4.976834157, + "Alkaline_Phosphatase_Level": 111.0058638, + "Alanine_Aminotransferase_Level": 7.993477693, + "Aspartate_Aminotransferase_Level": 21.04950186, + "Creatinine_Level": 1.292125354, + "LDH_Level": 181.1572533, + "Calcium_Level": 8.631486847, + "Phosphorus_Level": 4.070149099, + "Glucose_Level": 90.36738389, + "Potassium_Level": 3.93550749, + "Sodium_Level": 144.7445023, + "Smoking_Pack_Years": 22.1713778 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.54848001, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.80094989, + "White_Blood_Cell_Count": 4.9985881, + "Platelet_Count": 315.5700143, + "Albumin_Level": 3.57295385, + "Alkaline_Phosphatase_Level": 95.99494587, + "Alanine_Aminotransferase_Level": 17.64723656, + "Aspartate_Aminotransferase_Level": 25.5969003, + "Creatinine_Level": 1.274707058, + "LDH_Level": 199.50115, + "Calcium_Level": 9.299341682, + "Phosphorus_Level": 4.524005249, + "Glucose_Level": 90.99130509, + "Potassium_Level": 4.56276262, + "Sodium_Level": 139.8182837, + "Smoking_Pack_Years": 49.25365882 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.05941784, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.49463501, + "White_Blood_Cell_Count": 8.939295802, + "Platelet_Count": 405.5785007, + "Albumin_Level": 4.610945313, + "Alkaline_Phosphatase_Level": 80.65715555, + "Alanine_Aminotransferase_Level": 15.53205742, + "Aspartate_Aminotransferase_Level": 45.49234763, + "Creatinine_Level": 0.590553204, + "LDH_Level": 156.9778504, + "Calcium_Level": 8.085003957, + "Phosphorus_Level": 3.135796696, + "Glucose_Level": 90.2408854, + "Potassium_Level": 4.767064489, + "Sodium_Level": 138.3564878, + "Smoking_Pack_Years": 75.38843482 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.09620137, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.93034176, + "White_Blood_Cell_Count": 3.575125128, + "Platelet_Count": 398.2576374, + "Albumin_Level": 4.97627444, + "Alkaline_Phosphatase_Level": 56.91294258, + "Alanine_Aminotransferase_Level": 37.87582872, + "Aspartate_Aminotransferase_Level": 40.69503498, + "Creatinine_Level": 1.001697335, + "LDH_Level": 111.6206209, + "Calcium_Level": 8.32747076, + "Phosphorus_Level": 4.667789899, + "Glucose_Level": 145.6000866, + "Potassium_Level": 4.092800467, + "Sodium_Level": 137.7186959, + "Smoking_Pack_Years": 32.58374355 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.17443148, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.99392464, + "White_Blood_Cell_Count": 4.405658669, + "Platelet_Count": 340.5405117, + "Albumin_Level": 3.464496759, + "Alkaline_Phosphatase_Level": 71.49381852, + "Alanine_Aminotransferase_Level": 38.44471414, + "Aspartate_Aminotransferase_Level": 18.00469641, + "Creatinine_Level": 1.392236204, + "LDH_Level": 214.6775293, + "Calcium_Level": 8.484319622, + "Phosphorus_Level": 4.480474068, + "Glucose_Level": 85.7552108, + "Potassium_Level": 3.616507231, + "Sodium_Level": 142.6164339, + "Smoking_Pack_Years": 74.12287461 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.74626967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.08544134, + "White_Blood_Cell_Count": 5.481235194, + "Platelet_Count": 211.0579998, + "Albumin_Level": 4.964278189, + "Alkaline_Phosphatase_Level": 56.99836834, + "Alanine_Aminotransferase_Level": 6.598779266, + "Aspartate_Aminotransferase_Level": 16.70861007, + "Creatinine_Level": 0.742716086, + "LDH_Level": 108.6732013, + "Calcium_Level": 10.20709241, + "Phosphorus_Level": 2.961108514, + "Glucose_Level": 136.9200196, + "Potassium_Level": 4.36029049, + "Sodium_Level": 138.6079343, + "Smoking_Pack_Years": 61.50753771 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.82854475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.66478592, + "White_Blood_Cell_Count": 6.510725663, + "Platelet_Count": 256.2736511, + "Albumin_Level": 3.19098932, + "Alkaline_Phosphatase_Level": 55.2194262, + "Alanine_Aminotransferase_Level": 7.294267186, + "Aspartate_Aminotransferase_Level": 12.57340867, + "Creatinine_Level": 1.076122551, + "LDH_Level": 131.0767069, + "Calcium_Level": 9.730626097, + "Phosphorus_Level": 4.032960686, + "Glucose_Level": 121.3897301, + "Potassium_Level": 3.647204135, + "Sodium_Level": 136.0036047, + "Smoking_Pack_Years": 21.81860761 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.30947968, + "Tumor_Location": "Lower 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"Potassium_Level": 4.068970415, + "Sodium_Level": 135.2032425, + "Smoking_Pack_Years": 94.01513582 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.14445273, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.01013272, + "White_Blood_Cell_Count": 8.746410358, + "Platelet_Count": 234.2417839, + "Albumin_Level": 4.942940895, + "Alkaline_Phosphatase_Level": 76.08641201, + "Alanine_Aminotransferase_Level": 24.03906921, + "Aspartate_Aminotransferase_Level": 23.49844199, + "Creatinine_Level": 1.226601624, + "LDH_Level": 212.096375, + "Calcium_Level": 9.031236758, + "Phosphorus_Level": 3.062153277, + "Glucose_Level": 148.8498281, + "Potassium_Level": 4.675158272, + "Sodium_Level": 138.1593654, + "Smoking_Pack_Years": 44.45960906 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.36103472, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.89376784, + "White_Blood_Cell_Count": 4.217957227, + "Platelet_Count": 251.6353292, + "Albumin_Level": 3.347824432, + "Alkaline_Phosphatase_Level": 111.3491247, + "Alanine_Aminotransferase_Level": 20.90546158, + "Aspartate_Aminotransferase_Level": 22.57859723, + "Creatinine_Level": 0.50211103, + "LDH_Level": 197.1159224, + "Calcium_Level": 8.592866063, + "Phosphorus_Level": 4.854705502, + "Glucose_Level": 112.9372045, + "Potassium_Level": 4.296517619, + "Sodium_Level": 136.5275384, + "Smoking_Pack_Years": 64.02823345 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.53634253, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.78844711, + "White_Blood_Cell_Count": 7.984324819, + "Platelet_Count": 218.357366, + "Albumin_Level": 4.666463057, + "Alkaline_Phosphatase_Level": 93.44184743, + "Alanine_Aminotransferase_Level": 12.31668993, + "Aspartate_Aminotransferase_Level": 41.47757679, + "Creatinine_Level": 0.745284424, + "LDH_Level": 221.1727579, + "Calcium_Level": 8.369721624, + "Phosphorus_Level": 4.142185727, + "Glucose_Level": 138.2130279, + "Potassium_Level": 3.924491145, + "Sodium_Level": 142.0594476, + "Smoking_Pack_Years": 51.34216494 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.5510987, + "Tumor_Location": 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71.61478114, + "Potassium_Level": 4.161378155, + "Sodium_Level": 137.0994055, + "Smoking_Pack_Years": 78.13993033 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.59692703, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.20829185, + "White_Blood_Cell_Count": 9.977425528, + "Platelet_Count": 331.2732355, + "Albumin_Level": 3.63348437, + "Alkaline_Phosphatase_Level": 94.41842468, + "Alanine_Aminotransferase_Level": 26.86710675, + "Aspartate_Aminotransferase_Level": 17.35410071, + "Creatinine_Level": 0.847030756, + "LDH_Level": 119.3740983, + "Calcium_Level": 8.310264213, + "Phosphorus_Level": 4.745147235, + "Glucose_Level": 78.26445501, + "Potassium_Level": 4.419710873, + "Sodium_Level": 137.881337, + "Smoking_Pack_Years": 75.97853936 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.3955096, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.06926837, + "White_Blood_Cell_Count": 7.620503925, + "Platelet_Count": 310.6384852, + "Albumin_Level": 3.089226062, + "Alkaline_Phosphatase_Level": 115.4899485, + "Alanine_Aminotransferase_Level": 25.02953239, + "Aspartate_Aminotransferase_Level": 24.32442513, + "Creatinine_Level": 1.138144252, + "LDH_Level": 220.7865006, + "Calcium_Level": 8.917147044, + "Phosphorus_Level": 2.658514604, + "Glucose_Level": 116.6331612, + "Potassium_Level": 4.571773799, + "Sodium_Level": 137.4358381, + "Smoking_Pack_Years": 90.05144166 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.74563942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.09220475, + "White_Blood_Cell_Count": 5.660995936, + "Platelet_Count": 202.074434, + "Albumin_Level": 4.578701641, + "Alkaline_Phosphatase_Level": 76.42720938, + "Alanine_Aminotransferase_Level": 26.77187375, + "Aspartate_Aminotransferase_Level": 40.62577046, + "Creatinine_Level": 0.632300395, + "LDH_Level": 228.5408109, + "Calcium_Level": 8.491301665, + "Phosphorus_Level": 2.851853486, + "Glucose_Level": 95.96043474, + "Potassium_Level": 4.343816678, + "Sodium_Level": 140.441538, + "Smoking_Pack_Years": 63.04881734 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.0507551, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.15977725, + "White_Blood_Cell_Count": 5.612737461, + "Platelet_Count": 338.5902115, + "Albumin_Level": 3.709137159, + "Alkaline_Phosphatase_Level": 118.9816622, + "Alanine_Aminotransferase_Level": 9.93549831, + "Aspartate_Aminotransferase_Level": 25.56089741, + "Creatinine_Level": 1.411799076, + "LDH_Level": 198.3955342, + "Calcium_Level": 10.32104904, + "Phosphorus_Level": 4.626471413, + "Glucose_Level": 95.99771728, + "Potassium_Level": 3.75086351, + "Sodium_Level": 141.7971776, + "Smoking_Pack_Years": 13.62347126 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.15820492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.21203653, + "White_Blood_Cell_Count": 7.748707073, + "Platelet_Count": 296.1661377, + "Albumin_Level": 3.232011919, + "Alkaline_Phosphatase_Level": 99.66870343, + "Alanine_Aminotransferase_Level": 17.8756415, + "Aspartate_Aminotransferase_Level": 26.37435746, + "Creatinine_Level": 1.014440798, + "LDH_Level": 112.052851, + "Calcium_Level": 8.442989218, + "Phosphorus_Level": 2.958878117, + "Glucose_Level": 106.7482531, + "Potassium_Level": 3.606440351, + "Sodium_Level": 143.5432948, + "Smoking_Pack_Years": 5.612269273 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.13841068, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.41238792, + "White_Blood_Cell_Count": 8.177269968, + "Platelet_Count": 300.8512533, + "Albumin_Level": 3.825226775, + "Alkaline_Phosphatase_Level": 55.27263859, + "Alanine_Aminotransferase_Level": 25.56504962, + "Aspartate_Aminotransferase_Level": 30.67854624, + "Creatinine_Level": 0.637987313, + "LDH_Level": 156.6445173, + "Calcium_Level": 8.221415166, + "Phosphorus_Level": 4.972187551, + "Glucose_Level": 93.00840633, + "Potassium_Level": 3.787934146, + "Sodium_Level": 139.506742, + "Smoking_Pack_Years": 53.44292666 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.873326021, + "Phosphorus_Level": 4.998528245, + "Glucose_Level": 78.36474519, + "Potassium_Level": 4.358614919, + "Sodium_Level": 144.5924427, + "Smoking_Pack_Years": 82.66532784 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.93763018, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.27414464, + "White_Blood_Cell_Count": 4.692937183, + "Platelet_Count": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.97057158, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.78737334, + "White_Blood_Cell_Count": 7.921949353, + "Platelet_Count": 243.5783371, + "Albumin_Level": 4.048932991, + "Alkaline_Phosphatase_Level": 104.4886978, + "Alanine_Aminotransferase_Level": 14.99390021, + "Aspartate_Aminotransferase_Level": 21.8715465, + "Creatinine_Level": 1.082399068, + "LDH_Level": 156.3742108, + "Calcium_Level": 9.119220636, + "Phosphorus_Level": 4.97518204, + "Glucose_Level": 133.5871785, + "Potassium_Level": 4.775043846, + "Sodium_Level": 143.7260493, + "Smoking_Pack_Years": 55.97487332 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.56853762, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.95031211, + "White_Blood_Cell_Count": 8.390934306, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.69796482, + "White_Blood_Cell_Count": 8.772931732, + "Platelet_Count": 439.4796973, + "Albumin_Level": 4.461466968, + "Alkaline_Phosphatase_Level": 111.1256636, + "Alanine_Aminotransferase_Level": 35.69193623, + "Aspartate_Aminotransferase_Level": 13.83027214, + "Creatinine_Level": 1.124794153, + "LDH_Level": 133.9654689, + "Calcium_Level": 10.18921271, + "Phosphorus_Level": 4.91971941, + "Glucose_Level": 136.2777074, + "Potassium_Level": 3.612790156, + "Sodium_Level": 140.1510238, + "Smoking_Pack_Years": 62.71011913 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.90896284, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.56624228, + "White_Blood_Cell_Count": 9.142066901, + "Platelet_Count": 388.4087566, + "Albumin_Level": 4.846885573, + "Alkaline_Phosphatase_Level": 83.1329777, + "Alanine_Aminotransferase_Level": 34.21171138, + "Aspartate_Aminotransferase_Level": 21.95302058, + "Creatinine_Level": 1.375788873, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.1090725, + "White_Blood_Cell_Count": 7.874221731, + "Platelet_Count": 246.2234716, + "Albumin_Level": 4.739679963, + "Alkaline_Phosphatase_Level": 59.07609577, + "Alanine_Aminotransferase_Level": 38.90133144, + "Aspartate_Aminotransferase_Level": 28.9188218, + "Creatinine_Level": 0.761056505, + "LDH_Level": 241.0087342, + "Calcium_Level": 10.03607227, + "Phosphorus_Level": 4.61804859, + "Glucose_Level": 148.5392705, + "Potassium_Level": 4.417381655, + "Sodium_Level": 135.9673564, + "Smoking_Pack_Years": 51.11433844 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.76433427, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.02350034, + "White_Blood_Cell_Count": 5.378791301, + "Platelet_Count": 241.2320803, + "Albumin_Level": 4.087953749, + "Alkaline_Phosphatase_Level": 114.4391902, + "Alanine_Aminotransferase_Level": 5.5279016, + "Aspartate_Aminotransferase_Level": 27.49927562, + "Creatinine_Level": 1.316325213, + "LDH_Level": 142.9915644, + "Calcium_Level": 8.004669915, + "Phosphorus_Level": 4.450017122, + "Glucose_Level": 117.9337102, + "Potassium_Level": 3.727955203, + "Sodium_Level": 136.7139715, + "Smoking_Pack_Years": 10.50687679 + }, + { 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0.557383561, + "LDH_Level": 165.4926716, + "Calcium_Level": 9.666328665, + "Phosphorus_Level": 3.061302139, + "Glucose_Level": 70.36661789, + "Potassium_Level": 3.888393076, + "Sodium_Level": 135.7704162, + "Smoking_Pack_Years": 88.97881869 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.7764787, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.79398161, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.24190444, + "White_Blood_Cell_Count": 5.239914293, + "Platelet_Count": 402.6682163, + "Albumin_Level": 3.947658282, + "Alkaline_Phosphatase_Level": 50.38072865, + "Alanine_Aminotransferase_Level": 34.70764022, + "Aspartate_Aminotransferase_Level": 41.49731419, + "Creatinine_Level": 1.418936045, + "LDH_Level": 187.5063609, + "Calcium_Level": 9.577455645, + "Phosphorus_Level": 3.638424712, + "Glucose_Level": 93.54233635, + "Potassium_Level": 4.496478502, + "Sodium_Level": 143.5091366, + "Smoking_Pack_Years": 15.5137258 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.34920121, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.9779024, + "White_Blood_Cell_Count": 7.748104655, + "Platelet_Count": 372.4084407, + "Albumin_Level": 3.421316889, + "Alkaline_Phosphatase_Level": 107.760036, + "Alanine_Aminotransferase_Level": 28.45807388, + "Aspartate_Aminotransferase_Level": 47.95473164, + "Creatinine_Level": 1.219387147, + "LDH_Level": 158.8001207, + "Calcium_Level": 9.862758446, + "Phosphorus_Level": 2.633176281, + "Glucose_Level": 91.11161981, + "Potassium_Level": 4.671338278, + "Sodium_Level": 138.868328, + "Smoking_Pack_Years": 57.29943148 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.93516958, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.7522608, + "White_Blood_Cell_Count": 9.019478899, + "Platelet_Count": 307.0260821, + "Albumin_Level": 4.054279507, + "Alkaline_Phosphatase_Level": 38.01096095, + "Alanine_Aminotransferase_Level": 14.06359417, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.15406936, + "White_Blood_Cell_Count": 6.476181409, + "Platelet_Count": 344.4363571, + "Albumin_Level": 3.397967341, + "Alkaline_Phosphatase_Level": 39.35950799, + "Alanine_Aminotransferase_Level": 27.48727527, + "Aspartate_Aminotransferase_Level": 19.12783378, + "Creatinine_Level": 0.716499399, + "LDH_Level": 100.1102085, + "Calcium_Level": 8.957718526, + "Phosphorus_Level": 2.516013061, + "Glucose_Level": 125.5796384, + "Potassium_Level": 3.621019404, + "Sodium_Level": 142.4919593, + "Smoking_Pack_Years": 24.89845174 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.44748466, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Alanine_Aminotransferase_Level": 37.69051912, + "Aspartate_Aminotransferase_Level": 30.74079531, + "Creatinine_Level": 0.766884016, + "LDH_Level": 201.5431677, + "Calcium_Level": 9.603519135, + "Phosphorus_Level": 3.423313473, + "Glucose_Level": 82.59103827, + "Potassium_Level": 4.103795544, + "Sodium_Level": 142.1922502, + "Smoking_Pack_Years": 91.78048021 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.54786954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.75219163, + "White_Blood_Cell_Count": 7.311549609, + "Platelet_Count": 198.0062727, + "Albumin_Level": 3.53361385, + "Alkaline_Phosphatase_Level": 83.52964691, + "Alanine_Aminotransferase_Level": 39.64267817, + "Aspartate_Aminotransferase_Level": 45.93775912, + "Creatinine_Level": 1.10737244, + "LDH_Level": 147.6141548, + "Calcium_Level": 9.771236359, + "Phosphorus_Level": 3.31373745, + "Glucose_Level": 126.6769045, + "Potassium_Level": 4.1802161, + "Sodium_Level": 135.272671, + "Smoking_Pack_Years": 90.01782438 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.35631796, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + 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"Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.6672663, + "White_Blood_Cell_Count": 3.560059912, + "Platelet_Count": 384.8505603, + "Albumin_Level": 3.654828027, + "Alkaline_Phosphatase_Level": 55.64480185, + "Alanine_Aminotransferase_Level": 9.933853844, + "Aspartate_Aminotransferase_Level": 25.3547876, + "Creatinine_Level": 1.302540201, + "LDH_Level": 243.1119564, + "Calcium_Level": 9.225038146, + "Phosphorus_Level": 4.528347286, + 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"Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.03495217, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.69386797, + "White_Blood_Cell_Count": 4.418266628, + "Platelet_Count": 221.3234339, + "Albumin_Level": 4.095898456, + "Alkaline_Phosphatase_Level": 102.8829781, + "Alanine_Aminotransferase_Level": 28.44367885, + "Aspartate_Aminotransferase_Level": 35.03161851, + "Creatinine_Level": 0.622297904, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.4350594, + "White_Blood_Cell_Count": 7.932803379, + "Platelet_Count": 309.1321883, + "Albumin_Level": 3.705709919, + "Alkaline_Phosphatase_Level": 64.83674005, + "Alanine_Aminotransferase_Level": 7.313433734, + "Aspartate_Aminotransferase_Level": 16.68653401, + "Creatinine_Level": 1.280840478, + "LDH_Level": 217.6401547, + "Calcium_Level": 9.056270588, + "Phosphorus_Level": 4.002683786, + "Glucose_Level": 91.73856745, + "Potassium_Level": 4.047047841, + "Sodium_Level": 142.4422978, + "Smoking_Pack_Years": 4.515483293 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.11859427, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.91221132, + "White_Blood_Cell_Count": 7.419641293, + "Platelet_Count": 380.0188761, + "Albumin_Level": 3.017533428, + "Alkaline_Phosphatase_Level": 55.95293197, + "Alanine_Aminotransferase_Level": 24.88939455, + "Aspartate_Aminotransferase_Level": 44.97501548, + "Creatinine_Level": 1.229887135, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.31165897, + "White_Blood_Cell_Count": 9.659108267, + "Platelet_Count": 329.4118516, + "Albumin_Level": 3.863738774, + "Alkaline_Phosphatase_Level": 113.5991986, + "Alanine_Aminotransferase_Level": 6.448899566, + "Aspartate_Aminotransferase_Level": 25.54798339, + "Creatinine_Level": 1.120295813, + "LDH_Level": 202.1781692, + "Calcium_Level": 9.870627419, + "Phosphorus_Level": 4.70461731, + "Glucose_Level": 126.8161756, + "Potassium_Level": 4.658698977, + "Sodium_Level": 138.4769835, + "Smoking_Pack_Years": 67.70825565 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.16707132, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.8811077, + "White_Blood_Cell_Count": 4.322339048, + "Platelet_Count": 307.9569821, + "Albumin_Level": 4.112423371, + "Alkaline_Phosphatase_Level": 103.811659, + "Alanine_Aminotransferase_Level": 6.171154987, + "Aspartate_Aminotransferase_Level": 22.73698386, + "Creatinine_Level": 1.022815254, + "LDH_Level": 211.8463852, + "Calcium_Level": 9.989128824, + "Phosphorus_Level": 2.564956946, + "Glucose_Level": 111.2233038, + "Potassium_Level": 4.368680157, + "Sodium_Level": 137.9557709, + "Smoking_Pack_Years": 34.77885539 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.80785017, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.89517674, + "White_Blood_Cell_Count": 3.940751709, + "Platelet_Count": 213.7621902, + "Albumin_Level": 3.11317292, + "Alkaline_Phosphatase_Level": 46.12433465, + "Alanine_Aminotransferase_Level": 23.52653116, + "Aspartate_Aminotransferase_Level": 13.29403063, + "Creatinine_Level": 1.020525975, + "LDH_Level": 191.1093744, + "Calcium_Level": 10.16549296, + "Phosphorus_Level": 2.900894158, + "Glucose_Level": 128.6718646, + "Potassium_Level": 4.230419155, + "Sodium_Level": 135.594701, + "Smoking_Pack_Years": 83.7656916 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.38943691, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.00512103, + "White_Blood_Cell_Count": 5.274918903, + "Platelet_Count": 159.8313193, + "Albumin_Level": 4.649613996, + "Alkaline_Phosphatase_Level": 86.70626933, + "Alanine_Aminotransferase_Level": 34.58476604, + "Aspartate_Aminotransferase_Level": 14.79779657, + "Creatinine_Level": 1.481179602, + "LDH_Level": 134.859355, + "Calcium_Level": 8.780283147, + "Phosphorus_Level": 4.135873884, + "Glucose_Level": 71.25868589, + "Potassium_Level": 4.107624025, + "Sodium_Level": 139.5323131, + "Smoking_Pack_Years": 62.66582551 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.07657685, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 62, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.17414031, + "White_Blood_Cell_Count": 8.688029614, + "Platelet_Count": 227.8830756, + "Albumin_Level": 3.65810957, + "Alkaline_Phosphatase_Level": 44.53454387, + "Alanine_Aminotransferase_Level": 35.8920641, + "Aspartate_Aminotransferase_Level": 25.61319167, + "Creatinine_Level": 0.653492186, + "LDH_Level": 193.9432589, + "Calcium_Level": 8.503452471, + "Phosphorus_Level": 2.814963504, + "Glucose_Level": 120.1539435, + "Potassium_Level": 4.227971753, + "Sodium_Level": 139.7310915, + "Smoking_Pack_Years": 75.23113078 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.17352613, + "Tumor_Location": "Middle 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142.2104937, + "Potassium_Level": 4.656689403, + "Sodium_Level": 139.1583504, + "Smoking_Pack_Years": 99.62341959 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.99576919, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.46570811, + "White_Blood_Cell_Count": 9.150948753, + "Platelet_Count": 376.2815039, + "Albumin_Level": 4.694908376, + "Alkaline_Phosphatase_Level": 59.36018728, + 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"Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.58327728, + "White_Blood_Cell_Count": 5.765312331, + "Platelet_Count": 295.8093719, + "Albumin_Level": 3.02456454, + "Alkaline_Phosphatase_Level": 109.5628523, + "Alanine_Aminotransferase_Level": 9.22281489, + "Aspartate_Aminotransferase_Level": 41.92712609, + "Creatinine_Level": 0.94876295, + "LDH_Level": 234.9234239, + "Calcium_Level": 8.14906052, + "Phosphorus_Level": 2.658642296, + "Glucose_Level": 143.9622956, + "Potassium_Level": 3.689929807, + "Sodium_Level": 140.6957581, + "Smoking_Pack_Years": 62.86774731 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.97973955, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.17846753, + "White_Blood_Cell_Count": 8.959606358, + "Platelet_Count": 369.4799392, + "Albumin_Level": 3.149830725, + "Alkaline_Phosphatase_Level": 36.25720676, + "Alanine_Aminotransferase_Level": 11.88176007, + "Aspartate_Aminotransferase_Level": 38.94167479, + "Creatinine_Level": 0.84439764, + "LDH_Level": 223.2967366, + "Calcium_Level": 8.358287163, + "Phosphorus_Level": 3.540897099, + "Glucose_Level": 139.3788785, + "Potassium_Level": 4.862038859, + "Sodium_Level": 139.3367749, + "Smoking_Pack_Years": 16.2581929 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.45829248, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 14.42339104, + "Aspartate_Aminotransferase_Level": 40.81108663, + "Creatinine_Level": 0.827166037, + "LDH_Level": 120.1789372, + "Calcium_Level": 8.538890687, + "Phosphorus_Level": 3.312245043, + "Glucose_Level": 149.2842809, + "Potassium_Level": 4.560624154, + "Sodium_Level": 136.032133, + "Smoking_Pack_Years": 53.24037601 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.69465509, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.44515166, + "White_Blood_Cell_Count": 8.348431057, + "Platelet_Count": 213.7402404, + "Albumin_Level": 3.842926335, + "Alkaline_Phosphatase_Level": 71.80615985, + "Alanine_Aminotransferase_Level": 38.73595164, + "Aspartate_Aminotransferase_Level": 49.43017382, + "Creatinine_Level": 0.706768526, + "LDH_Level": 127.9667091, + "Calcium_Level": 8.794338849, + "Phosphorus_Level": 3.738493753, + "Glucose_Level": 117.8601053, + "Potassium_Level": 4.308943612, + "Sodium_Level": 137.1310133, + "Smoking_Pack_Years": 5.880236873 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.87744169, + "Tumor_Location": 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"Glucose_Level": 121.6540027, + "Potassium_Level": 3.794977106, + "Sodium_Level": 142.8707995, + "Smoking_Pack_Years": 79.12077739 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.63168798, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.28406307, + "White_Blood_Cell_Count": 7.468283152, + "Platelet_Count": 298.1939543, + "Albumin_Level": 3.124749737, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.20538618, + "White_Blood_Cell_Count": 6.36811517, + "Platelet_Count": 395.0566619, + "Albumin_Level": 4.064240782, + "Alkaline_Phosphatase_Level": 111.2734915, + "Alanine_Aminotransferase_Level": 30.3551769, + "Aspartate_Aminotransferase_Level": 30.86551146, + "Creatinine_Level": 1.206441447, + "LDH_Level": 228.4326277, + "Calcium_Level": 9.447797043, + "Phosphorus_Level": 3.103493483, + "Glucose_Level": 138.6580842, + "Potassium_Level": 4.917326538, + "Sodium_Level": 143.9293349, + "Smoking_Pack_Years": 93.49709566 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.72234961, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.60577898, + "White_Blood_Cell_Count": 4.728640281, + "Platelet_Count": 423.8749014, + "Albumin_Level": 4.670754205, + "Alkaline_Phosphatase_Level": 68.61360267, + "Alanine_Aminotransferase_Level": 8.136775648, + "Aspartate_Aminotransferase_Level": 21.42829103, + "Creatinine_Level": 0.76967837, + "LDH_Level": 126.3494707, + "Calcium_Level": 8.872749981, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 68.96212327, + "Alanine_Aminotransferase_Level": 28.25141647, + "Aspartate_Aminotransferase_Level": 35.72033152, + "Creatinine_Level": 0.620428751, + "LDH_Level": 114.7851893, + "Calcium_Level": 10.26695036, + "Phosphorus_Level": 4.3320304, + "Glucose_Level": 118.7713356, + "Potassium_Level": 4.943933187, + "Sodium_Level": 139.2197738, + "Smoking_Pack_Years": 86.93120713 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.13560976, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Tumor_Size_mm": 38.42211995, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.76350658, + "White_Blood_Cell_Count": 4.367071615, + "Platelet_Count": 374.8522605, + "Albumin_Level": 3.036928476, + "Alkaline_Phosphatase_Level": 113.8211269, + "Alanine_Aminotransferase_Level": 39.40473414, + "Aspartate_Aminotransferase_Level": 42.70172661, + "Creatinine_Level": 0.980137505, + "LDH_Level": 140.0708658, + "Calcium_Level": 10.18090902, + "Phosphorus_Level": 3.909034499, + "Glucose_Level": 85.32710141, + "Potassium_Level": 3.515225165, + "Sodium_Level": 142.3569861, + "Smoking_Pack_Years": 77.69470891 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.58541708, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.39841451, + "White_Blood_Cell_Count": 6.540867747, + "Platelet_Count": 207.5501729, + "Albumin_Level": 3.637366034, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.455768, + "White_Blood_Cell_Count": 6.356428679, + "Platelet_Count": 201.5156956, + "Albumin_Level": 4.797102389, + "Alkaline_Phosphatase_Level": 97.52368826, + "Alanine_Aminotransferase_Level": 29.52914453, + "Aspartate_Aminotransferase_Level": 12.82344728, + "Creatinine_Level": 0.696665272, + "LDH_Level": 118.1521401, + "Calcium_Level": 8.037581885, + "Phosphorus_Level": 4.750651062, + "Glucose_Level": 126.6521819, + "Potassium_Level": 4.847723527, + "Sodium_Level": 141.1282699, + "Smoking_Pack_Years": 90.26746863 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": 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8.553363375, + "Phosphorus_Level": 4.083644677, + "Glucose_Level": 103.2387169, + "Potassium_Level": 4.731020835, + "Sodium_Level": 142.1216627, + "Smoking_Pack_Years": 97.72743732 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.89341409, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.40913509, + "White_Blood_Cell_Count": 9.621534166, + "Platelet_Count": 204.6253574, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.70396949, + "White_Blood_Cell_Count": 6.895459988, + "Platelet_Count": 211.1557952, + "Albumin_Level": 3.454384542, + "Alkaline_Phosphatase_Level": 79.77426403, + "Alanine_Aminotransferase_Level": 14.79722041, + "Aspartate_Aminotransferase_Level": 15.48200186, + "Creatinine_Level": 0.527670836, + "LDH_Level": 193.0616285, + "Calcium_Level": 9.360681699, + "Phosphorus_Level": 4.669618191, + "Glucose_Level": 71.42872464, + "Potassium_Level": 3.547255457, + "Sodium_Level": 136.6941632, + "Smoking_Pack_Years": 50.32709977 + }, + { + "Age": 37, + "Gender": 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"Platelet_Count": 282.6773757, + "Albumin_Level": 3.051582979, + "Alkaline_Phosphatase_Level": 99.96074158, + "Alanine_Aminotransferase_Level": 25.44172745, + "Aspartate_Aminotransferase_Level": 11.91130814, + "Creatinine_Level": 1.323844069, + "LDH_Level": 136.3536195, + "Calcium_Level": 8.571763654, + "Phosphorus_Level": 3.104712394, + "Glucose_Level": 73.24737457, + "Potassium_Level": 4.514123063, + "Sodium_Level": 135.6967562, + "Smoking_Pack_Years": 62.1120522 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.45455196, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.19464061, + "White_Blood_Cell_Count": 7.86647424, + "Platelet_Count": 320.6229367, + "Albumin_Level": 3.798163287, + "Alkaline_Phosphatase_Level": 110.076043, + "Alanine_Aminotransferase_Level": 37.35682486, + "Aspartate_Aminotransferase_Level": 45.41981288, + "Creatinine_Level": 0.827946799, + "LDH_Level": 192.1541371, + "Calcium_Level": 9.359864051, + "Phosphorus_Level": 3.933623472, + "Glucose_Level": 140.7258115, + "Potassium_Level": 4.43089309, + "Sodium_Level": 143.268127, + "Smoking_Pack_Years": 49.4222094 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.31108083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.49584496, + "White_Blood_Cell_Count": 5.465093181, + "Platelet_Count": 284.468653, + "Albumin_Level": 4.759937313, + "Alkaline_Phosphatase_Level": 113.8166385, + "Alanine_Aminotransferase_Level": 20.32128008, + "Aspartate_Aminotransferase_Level": 18.16097382, + "Creatinine_Level": 0.87292271, + "LDH_Level": 180.8933574, + "Calcium_Level": 9.877713703, + "Phosphorus_Level": 4.000128232, + "Glucose_Level": 149.8066656, + "Potassium_Level": 4.980728279, + "Sodium_Level": 138.0500868, + "Smoking_Pack_Years": 31.46961608 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.49389771, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.86718079, + "White_Blood_Cell_Count": 7.498212161, + "Platelet_Count": 268.2409596, + "Albumin_Level": 3.594804792, + "Alkaline_Phosphatase_Level": 73.63527856, + "Alanine_Aminotransferase_Level": 21.36815734, + "Aspartate_Aminotransferase_Level": 16.91909063, + "Creatinine_Level": 0.904621079, + "LDH_Level": 236.5008671, + "Calcium_Level": 10.42884395, + "Phosphorus_Level": 4.236946331, + "Glucose_Level": 120.3204564, + "Potassium_Level": 3.833125668, + "Sodium_Level": 144.4229618, + "Smoking_Pack_Years": 22.45362961 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.94901577, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.69773383, + "White_Blood_Cell_Count": 4.696006025, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.24422882, + "White_Blood_Cell_Count": 4.538949752, + "Platelet_Count": 190.6616014, + "Albumin_Level": 3.289717252, + "Alkaline_Phosphatase_Level": 94.4975708, + "Alanine_Aminotransferase_Level": 28.59584941, + "Aspartate_Aminotransferase_Level": 30.33781187, + "Creatinine_Level": 1.031738988, + "LDH_Level": 195.3673674, + "Calcium_Level": 9.999421844, + "Phosphorus_Level": 3.9305387, + "Glucose_Level": 146.3890417, + "Potassium_Level": 3.859856978, + "Sodium_Level": 137.6856042, + "Smoking_Pack_Years": 96.78731017 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.71743046, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.93349065, + "White_Blood_Cell_Count": 5.720153523, + "Platelet_Count": 345.5048387, + "Albumin_Level": 4.384702857, + "Alkaline_Phosphatase_Level": 72.23753352, + "Alanine_Aminotransferase_Level": 7.057436908, + "Aspartate_Aminotransferase_Level": 14.18800765, + "Creatinine_Level": 0.511837924, + "LDH_Level": 210.2279984, + "Calcium_Level": 9.03289385, + "Phosphorus_Level": 2.650079335, + "Glucose_Level": 81.23265999, + "Potassium_Level": 4.760707558, + "Sodium_Level": 139.2575261, + "Smoking_Pack_Years": 52.5976686 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.63790115, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.6281875, + "White_Blood_Cell_Count": 3.705262755, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.874001, + "White_Blood_Cell_Count": 9.951947232, + "Platelet_Count": 211.1261205, + "Albumin_Level": 4.091485745, + "Alkaline_Phosphatase_Level": 89.35636842, + "Alanine_Aminotransferase_Level": 23.3637337, + "Aspartate_Aminotransferase_Level": 33.10736303, + "Creatinine_Level": 0.783899344, + "LDH_Level": 209.8203796, + "Calcium_Level": 8.366721181, + "Phosphorus_Level": 4.508166608, + "Glucose_Level": 72.74819419, + "Potassium_Level": 4.347253631, + "Sodium_Level": 141.0568922, + "Smoking_Pack_Years": 64.42746757 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.65912404, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.3474382, + "White_Blood_Cell_Count": 9.645060457, + "Platelet_Count": 269.5362599, + "Albumin_Level": 3.261847688, + "Alkaline_Phosphatase_Level": 53.03960988, + "Alanine_Aminotransferase_Level": 30.27446147, + "Aspartate_Aminotransferase_Level": 33.1357022, + "Creatinine_Level": 0.831887931, + "LDH_Level": 181.2393678, + "Calcium_Level": 9.931146589, + "Phosphorus_Level": 3.256816023, + "Glucose_Level": 145.3267011, + "Potassium_Level": 3.602003824, + "Sodium_Level": 136.2278704, + "Smoking_Pack_Years": 31.12870468 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.19448279, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.61820434, + "White_Blood_Cell_Count": 3.536551464, + "Platelet_Count": 350.7442129, + "Albumin_Level": 4.428622222, + "Alkaline_Phosphatase_Level": 113.2089415, + "Alanine_Aminotransferase_Level": 28.24784008, + "Aspartate_Aminotransferase_Level": 33.22332336, + "Creatinine_Level": 0.786633682, + "LDH_Level": 227.3837065, + "Calcium_Level": 9.155516645, + "Phosphorus_Level": 4.924164502, + "Glucose_Level": 101.2926246, + "Potassium_Level": 3.977513129, + "Sodium_Level": 138.9191924, + "Smoking_Pack_Years": 21.76953354 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.41386208, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.75744485, + "White_Blood_Cell_Count": 7.984259082, + "Platelet_Count": 410.9273888, + "Albumin_Level": 3.109162575, + "Alkaline_Phosphatase_Level": 44.67882843, + "Alanine_Aminotransferase_Level": 7.690415728, + "Aspartate_Aminotransferase_Level": 22.57308327, + "Creatinine_Level": 0.782284069, + "LDH_Level": 222.8987994, + "Calcium_Level": 8.958289194, + "Phosphorus_Level": 4.502265289, + "Glucose_Level": 73.67167745, + "Potassium_Level": 3.849734744, + "Sodium_Level": 142.7353705, + "Smoking_Pack_Years": 66.00316114 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.79825572, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.93701799, + "White_Blood_Cell_Count": 7.511753497, + "Platelet_Count": 372.0303763, + "Albumin_Level": 3.936179025, + "Alkaline_Phosphatase_Level": 102.0371412, + "Alanine_Aminotransferase_Level": 34.51407031, + "Aspartate_Aminotransferase_Level": 21.40699017, + "Creatinine_Level": 0.752418906, + "LDH_Level": 228.8747472, + "Calcium_Level": 8.318313222, + "Phosphorus_Level": 3.257380883, + "Glucose_Level": 76.37045777, + "Potassium_Level": 3.522266339, + "Sodium_Level": 142.6729629, + "Smoking_Pack_Years": 77.19641197 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.74502939, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.95119638, + "White_Blood_Cell_Count": 3.780685308, + "Platelet_Count": 423.4786342, + "Albumin_Level": 3.662195648, + "Alkaline_Phosphatase_Level": 117.8405902, + "Alanine_Aminotransferase_Level": 8.608851436, + "Aspartate_Aminotransferase_Level": 41.72184641, + "Creatinine_Level": 0.774579008, + "LDH_Level": 177.3282904, + "Calcium_Level": 9.504792806, + "Phosphorus_Level": 3.019802931, + "Glucose_Level": 93.53351126, + "Potassium_Level": 4.02482336, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 18.82619887, + "Creatinine_Level": 0.794123864, + "LDH_Level": 204.8338051, + "Calcium_Level": 8.452672617, + "Phosphorus_Level": 4.144328678, + "Glucose_Level": 148.1511565, + "Potassium_Level": 4.182278466, + "Sodium_Level": 141.6707837, + "Smoking_Pack_Years": 36.32476703 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.87596171, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 89, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.82543624, + "White_Blood_Cell_Count": 8.989142166, + "Platelet_Count": 435.6246019, + "Albumin_Level": 3.285301787, + "Alkaline_Phosphatase_Level": 103.8166592, + "Alanine_Aminotransferase_Level": 18.86117249, + "Aspartate_Aminotransferase_Level": 22.13544211, + "Creatinine_Level": 1.082439581, + "LDH_Level": 214.8835139, + "Calcium_Level": 8.90740521, + "Phosphorus_Level": 3.855242077, + "Glucose_Level": 74.29661313, + "Potassium_Level": 4.678390569, + "Sodium_Level": 141.9725864, + "Smoking_Pack_Years": 31.06613337 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.76304405, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.90614608, + "White_Blood_Cell_Count": 7.819819458, + "Platelet_Count": 356.2826152, + "Albumin_Level": 4.377656938, + "Alkaline_Phosphatase_Level": 39.39099622, + "Alanine_Aminotransferase_Level": 25.54981454, + "Aspartate_Aminotransferase_Level": 19.81649511, + "Creatinine_Level": 0.922686916, + "LDH_Level": 248.6332217, + "Calcium_Level": 8.946119414, + "Phosphorus_Level": 4.971654639, + "Glucose_Level": 110.8855156, + "Potassium_Level": 4.643524805, + "Sodium_Level": 143.6622665, + "Smoking_Pack_Years": 17.87943667 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.62123817, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.29756329, + "White_Blood_Cell_Count": 9.37057589, + "Platelet_Count": 281.0790067, + "Albumin_Level": 3.244778, + "Alkaline_Phosphatase_Level": 41.99448724, + "Alanine_Aminotransferase_Level": 17.17475596, + "Aspartate_Aminotransferase_Level": 30.41566043, + "Creatinine_Level": 1.379370947, + "LDH_Level": 212.5965214, + "Calcium_Level": 10.27690965, + "Phosphorus_Level": 3.264689936, + "Glucose_Level": 139.2890924, + "Potassium_Level": 3.696671566, + "Sodium_Level": 143.0785393, + "Smoking_Pack_Years": 34.67513926 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.04532775, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.0712629, + "White_Blood_Cell_Count": 8.529255767, + "Platelet_Count": 251.462071, + "Albumin_Level": 4.811413753, + "Alkaline_Phosphatase_Level": 60.8438802, + "Alanine_Aminotransferase_Level": 9.689662331, + "Aspartate_Aminotransferase_Level": 21.77603291, + "Creatinine_Level": 0.78492306, + "LDH_Level": 226.157628, + "Calcium_Level": 8.69893963, + "Phosphorus_Level": 3.21042426, + "Glucose_Level": 71.05710914, + "Potassium_Level": 3.846264974, + "Sodium_Level": 143.3320354, + "Smoking_Pack_Years": 87.05695939 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.77494982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.02685424, + "White_Blood_Cell_Count": 8.774137489, + "Platelet_Count": 328.2054517, + "Albumin_Level": 4.504123112, + "Alkaline_Phosphatase_Level": 30.56582389, + "Alanine_Aminotransferase_Level": 35.49500781, + "Aspartate_Aminotransferase_Level": 48.07922435, + "Creatinine_Level": 1.166369423, + "LDH_Level": 106.1856377, + "Calcium_Level": 8.18757757, + "Phosphorus_Level": 4.425407509, + "Glucose_Level": 75.62501813, + "Potassium_Level": 4.851148672, + "Sodium_Level": 136.1564623, + "Smoking_Pack_Years": 6.693957254 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.25630949, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.8149812, + "White_Blood_Cell_Count": 5.615849828, + "Platelet_Count": 281.6373676, + "Albumin_Level": 4.601700432, + "Alkaline_Phosphatase_Level": 88.93752039, + "Alanine_Aminotransferase_Level": 37.02235517, + "Aspartate_Aminotransferase_Level": 49.70743871, + "Creatinine_Level": 1.012927691, + "LDH_Level": 183.1149573, + "Calcium_Level": 8.64646761, + "Phosphorus_Level": 2.756300783, + "Glucose_Level": 142.6990081, + "Potassium_Level": 4.241093392, + "Sodium_Level": 137.1342879, + "Smoking_Pack_Years": 69.29011414 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": 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342.2337953, + "Albumin_Level": 3.202405702, + "Alkaline_Phosphatase_Level": 113.2817443, + "Alanine_Aminotransferase_Level": 24.56357582, + "Aspartate_Aminotransferase_Level": 14.73452659, + "Creatinine_Level": 0.548532201, + "LDH_Level": 159.2867373, + "Calcium_Level": 8.153752671, + "Phosphorus_Level": 4.038978524, + "Glucose_Level": 84.41575878, + "Potassium_Level": 3.751248239, + "Sodium_Level": 143.4547158, + "Smoking_Pack_Years": 3.596535276 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.76963859, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.68565914, + "White_Blood_Cell_Count": 3.698656643, + "Platelet_Count": 367.2342967, + "Albumin_Level": 4.652384458, + "Alkaline_Phosphatase_Level": 54.84218024, + "Alanine_Aminotransferase_Level": 10.77884912, + "Aspartate_Aminotransferase_Level": 39.60873837, + "Creatinine_Level": 1.122198024, + "LDH_Level": 169.0710571, + "Calcium_Level": 10.26466542, + "Phosphorus_Level": 2.774739139, + "Glucose_Level": 143.7460663, + "Potassium_Level": 4.074483791, + "Sodium_Level": 138.2086176, + "Smoking_Pack_Years": 73.67602767 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.71844225, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.40127425, + "White_Blood_Cell_Count": 7.356428405, + "Platelet_Count": 408.5524833, + "Albumin_Level": 3.835148365, + "Alkaline_Phosphatase_Level": 43.93313089, + "Alanine_Aminotransferase_Level": 13.3938963, + "Aspartate_Aminotransferase_Level": 20.31306271, + "Creatinine_Level": 0.655849423, + "LDH_Level": 232.4775748, + "Calcium_Level": 8.193241386, + "Phosphorus_Level": 4.398706627, + "Glucose_Level": 146.0512407, + "Potassium_Level": 4.483663842, + "Sodium_Level": 141.7449845, + "Smoking_Pack_Years": 68.55895208 + }, + { + "Age": 46, + "Gender": "Male", 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"Calcium_Level": 8.975388895, + "Phosphorus_Level": 3.695127929, + "Glucose_Level": 103.7047856, + "Potassium_Level": 4.628552464, + "Sodium_Level": 142.2386318, + "Smoking_Pack_Years": 71.80020919 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.54975643, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.25852485, + "White_Blood_Cell_Count": 4.254074251, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.65986886, + "White_Blood_Cell_Count": 5.811638971, + "Platelet_Count": 231.3682906, + "Albumin_Level": 3.242766505, + "Alkaline_Phosphatase_Level": 72.35872369, + "Alanine_Aminotransferase_Level": 35.16404508, + "Aspartate_Aminotransferase_Level": 44.12100537, + "Creatinine_Level": 1.232196739, + "LDH_Level": 105.4198822, + "Calcium_Level": 8.064299507, + "Phosphorus_Level": 2.663229906, + "Glucose_Level": 116.6300129, + "Potassium_Level": 4.252541463, + "Sodium_Level": 138.3893388, + "Smoking_Pack_Years": 0.234100952 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.98113474, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.40350702, + "White_Blood_Cell_Count": 6.263776672, + "Platelet_Count": 305.1534417, + "Albumin_Level": 3.912057017, + "Alkaline_Phosphatase_Level": 101.243584, + "Alanine_Aminotransferase_Level": 7.463563532, + "Aspartate_Aminotransferase_Level": 33.51011229, + "Creatinine_Level": 1.116729723, + "LDH_Level": 128.3813503, + "Calcium_Level": 8.427661834, + "Phosphorus_Level": 3.379973898, + "Glucose_Level": 73.8909789, + "Potassium_Level": 4.642216043, + "Sodium_Level": 136.9255373, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.90050947, + "White_Blood_Cell_Count": 7.12719311, + "Platelet_Count": 190.7884118, + "Albumin_Level": 4.707223606, + "Alkaline_Phosphatase_Level": 109.1417398, + "Alanine_Aminotransferase_Level": 7.052127881, + "Aspartate_Aminotransferase_Level": 11.2028023, + "Creatinine_Level": 0.975236428, + "LDH_Level": 218.4008564, + "Calcium_Level": 9.83927903, + "Phosphorus_Level": 3.659636089, + "Glucose_Level": 113.464852, + "Potassium_Level": 4.302431003, + "Sodium_Level": 140.1088161, + "Smoking_Pack_Years": 4.927180076 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.18200313, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 19.19050562, + "Creatinine_Level": 1.203548172, + "LDH_Level": 189.1875133, + "Calcium_Level": 9.598318795, + "Phosphorus_Level": 4.612598045, + "Glucose_Level": 102.2810241, + "Potassium_Level": 4.916527374, + "Sodium_Level": 141.2360425, + "Smoking_Pack_Years": 64.8336789 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.03123938, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.18440493, + "White_Blood_Cell_Count": 3.777450924, + "Platelet_Count": 366.0721616, + "Albumin_Level": 4.886304826, + "Alkaline_Phosphatase_Level": 99.76538625, + "Alanine_Aminotransferase_Level": 17.38037738, + "Aspartate_Aminotransferase_Level": 23.7270769, + "Creatinine_Level": 1.146594629, + "LDH_Level": 165.0265248, + "Calcium_Level": 10.15722634, + "Phosphorus_Level": 3.70279069, + "Glucose_Level": 96.01142747, + "Potassium_Level": 3.56788569, + "Sodium_Level": 144.9366779, + "Smoking_Pack_Years": 81.30731365 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.76035026, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.35965222, + "White_Blood_Cell_Count": 6.892780152, + "Platelet_Count": 333.8695598, + "Albumin_Level": 4.79488572, + "Alkaline_Phosphatase_Level": 82.84198544, + "Alanine_Aminotransferase_Level": 6.249398069, + "Aspartate_Aminotransferase_Level": 43.64975379, + "Creatinine_Level": 1.066681515, + "LDH_Level": 155.4840914, + "Calcium_Level": 9.941819946, + "Phosphorus_Level": 2.756336345, + "Glucose_Level": 132.1304586, + "Potassium_Level": 4.818869748, + "Sodium_Level": 140.8168943, + "Smoking_Pack_Years": 59.30060297 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.46259425, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.12176427, + "White_Blood_Cell_Count": 7.763823025, + "Platelet_Count": 273.2821155, + "Albumin_Level": 3.975690954, + "Alkaline_Phosphatase_Level": 109.5423331, + "Alanine_Aminotransferase_Level": 36.46575884, + "Aspartate_Aminotransferase_Level": 34.19874557, + "Creatinine_Level": 1.329182143, + "LDH_Level": 244.5161487, + "Calcium_Level": 9.089727465, + "Phosphorus_Level": 2.910891893, + "Glucose_Level": 71.97101525, + "Potassium_Level": 4.064051292, + "Sodium_Level": 136.5290242, + "Smoking_Pack_Years": 84.368965 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.02565334, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.33013923, + "White_Blood_Cell_Count": 7.41865141, + "Platelet_Count": 426.2974724, + "Albumin_Level": 3.194264267, + "Alkaline_Phosphatase_Level": 99.49408094, + "Alanine_Aminotransferase_Level": 23.08079714, + "Aspartate_Aminotransferase_Level": 21.81366846, + "Creatinine_Level": 0.937074161, + "LDH_Level": 133.3989415, + "Calcium_Level": 9.696349688, + "Phosphorus_Level": 2.710559322, + "Glucose_Level": 142.6717428, + "Potassium_Level": 4.343570112, + "Sodium_Level": 138.549988, + "Smoking_Pack_Years": 8.552458599 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.65046877, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.56271452, + "White_Blood_Cell_Count": 6.162694496, + "Platelet_Count": 198.308567, + "Albumin_Level": 3.274584757, + "Alkaline_Phosphatase_Level": 98.88654205, + "Alanine_Aminotransferase_Level": 32.85636113, + "Aspartate_Aminotransferase_Level": 42.49103323, + "Creatinine_Level": 0.723609805, + "LDH_Level": 100.0732595, + "Calcium_Level": 8.161942482, + "Phosphorus_Level": 3.833578154, + "Glucose_Level": 108.2913671, + "Potassium_Level": 4.425833549, + "Sodium_Level": 135.3916253, + "Smoking_Pack_Years": 15.11214895 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.2580042, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.03398547, + "White_Blood_Cell_Count": 5.841276719, + "Platelet_Count": 312.9164084, + "Albumin_Level": 3.812937768, + "Alkaline_Phosphatase_Level": 30.96637143, + "Alanine_Aminotransferase_Level": 9.777582076, + "Aspartate_Aminotransferase_Level": 43.0157211, + "Creatinine_Level": 1.271742036, + "LDH_Level": 146.848574, + "Calcium_Level": 10.30828799, + "Phosphorus_Level": 3.838845804, + "Glucose_Level": 124.5695626, + "Potassium_Level": 4.093321513, + "Sodium_Level": 139.3709809, + "Smoking_Pack_Years": 67.46982461 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.32337874, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.09062805, + "White_Blood_Cell_Count": 5.044211331, + "Platelet_Count": 178.754378, + "Albumin_Level": 3.946710047, + "Alkaline_Phosphatase_Level": 71.94407766, + "Alanine_Aminotransferase_Level": 12.21565379, + "Aspartate_Aminotransferase_Level": 47.59333064, + "Creatinine_Level": 1.466250647, + "LDH_Level": 194.5100716, + "Calcium_Level": 9.542156615, + "Phosphorus_Level": 3.046955659, + "Glucose_Level": 105.4439004, + "Potassium_Level": 4.03839468, + "Sodium_Level": 141.7278759, + "Smoking_Pack_Years": 78.70146133 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.53352657, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.65684968, + "White_Blood_Cell_Count": 5.211555932, + "Platelet_Count": 349.8181154, + "Albumin_Level": 3.075429302, + "Alkaline_Phosphatase_Level": 47.81186903, + "Alanine_Aminotransferase_Level": 39.2386739, + "Aspartate_Aminotransferase_Level": 42.29896289, + "Creatinine_Level": 0.914825215, + "LDH_Level": 162.9282914, + "Calcium_Level": 8.482823594, + "Phosphorus_Level": 2.556608275, + "Glucose_Level": 122.7075729, + "Potassium_Level": 4.431480603, + "Sodium_Level": 136.0469931, + "Smoking_Pack_Years": 96.24757139 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.20399309, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.66993503, + "White_Blood_Cell_Count": 3.681988341, + "Platelet_Count": 446.1840435, + "Albumin_Level": 3.776845553, + "Alkaline_Phosphatase_Level": 83.75066246, + "Alanine_Aminotransferase_Level": 5.876274711, + "Aspartate_Aminotransferase_Level": 27.35301523, + "Creatinine_Level": 1.479076292, + "LDH_Level": 186.9340094, + "Calcium_Level": 8.463980012, + "Phosphorus_Level": 4.360001224, + "Glucose_Level": 80.9955456, + "Potassium_Level": 4.349158136, + "Sodium_Level": 140.8069638, + "Smoking_Pack_Years": 56.66144137 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.33808254, + "Tumor_Location": 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111.4724038, + "Potassium_Level": 3.817281123, + "Sodium_Level": 135.2428107, + "Smoking_Pack_Years": 32.00537633 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.95656335, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.56753413, + "White_Blood_Cell_Count": 3.716041469, + "Platelet_Count": 282.8393194, + "Albumin_Level": 4.207783561, + "Alkaline_Phosphatase_Level": 38.7797067, 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"Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.7711775, + "White_Blood_Cell_Count": 8.748384282, + "Platelet_Count": 370.7082136, + "Albumin_Level": 4.53080726, + "Alkaline_Phosphatase_Level": 33.66321204, + "Alanine_Aminotransferase_Level": 32.87611898, + "Aspartate_Aminotransferase_Level": 43.76378938, + "Creatinine_Level": 1.162471148, + "LDH_Level": 125.9435885, + "Calcium_Level": 10.47372629, + "Phosphorus_Level": 2.969599467, + "Glucose_Level": 102.9690783, + "Potassium_Level": 4.33522589, + "Sodium_Level": 138.9247235, + "Smoking_Pack_Years": 7.12231775 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.014221, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.84382305, + "White_Blood_Cell_Count": 7.256103975, + "Platelet_Count": 310.683823, + "Albumin_Level": 4.468605738, + "Alkaline_Phosphatase_Level": 86.41684078, + "Alanine_Aminotransferase_Level": 14.46255487, + "Aspartate_Aminotransferase_Level": 36.14293298, + "Creatinine_Level": 1.236153162, + "LDH_Level": 172.999287, + "Calcium_Level": 9.516999733, + "Phosphorus_Level": 3.843194788, + "Glucose_Level": 108.7845492, + "Potassium_Level": 4.96066032, + "Sodium_Level": 139.0292141, + "Smoking_Pack_Years": 76.25682277 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.95670805, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 21.51937863, + "Aspartate_Aminotransferase_Level": 40.6699399, + "Creatinine_Level": 1.223818513, + "LDH_Level": 173.1296373, + "Calcium_Level": 8.504563585, + "Phosphorus_Level": 2.802470267, + "Glucose_Level": 149.6903795, + "Potassium_Level": 4.521696757, + "Sodium_Level": 140.7554814, + "Smoking_Pack_Years": 88.79509574 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.76722115, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.1063285, + "White_Blood_Cell_Count": 8.824887304, + "Platelet_Count": 413.2891564, + "Albumin_Level": 3.854748679, + "Alkaline_Phosphatase_Level": 94.680068, + "Alanine_Aminotransferase_Level": 35.25839885, + "Aspartate_Aminotransferase_Level": 41.29969341, + "Creatinine_Level": 0.543327709, + "LDH_Level": 109.5568826, + "Calcium_Level": 8.611911263, + "Phosphorus_Level": 4.007465685, + "Glucose_Level": 94.16422167, + "Potassium_Level": 3.588132827, + "Sodium_Level": 139.7295932, + "Smoking_Pack_Years": 94.13311943 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.82115656, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.37948977, + "White_Blood_Cell_Count": 6.540362985, + "Platelet_Count": 277.712274, + "Albumin_Level": 3.196541436, + "Alkaline_Phosphatase_Level": 73.26397595, + "Alanine_Aminotransferase_Level": 5.912061693, + "Aspartate_Aminotransferase_Level": 23.52479007, + "Creatinine_Level": 1.046128389, + "LDH_Level": 159.5612991, + "Calcium_Level": 9.306058637, + "Phosphorus_Level": 2.96930173, + "Glucose_Level": 131.1886778, + "Potassium_Level": 4.365836922, + "Sodium_Level": 140.4587446, + "Smoking_Pack_Years": 71.16775434 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.020213778, + "Glucose_Level": 121.2519392, + "Potassium_Level": 4.664336941, + "Sodium_Level": 139.3839572, + "Smoking_Pack_Years": 0.833817837 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.59065639, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.9142796, + "White_Blood_Cell_Count": 9.514376391, + "Platelet_Count": 238.8668858, + "Albumin_Level": 3.49288029, + "Alkaline_Phosphatase_Level": 57.15319379, + "Alanine_Aminotransferase_Level": 10.03898355, + "Aspartate_Aminotransferase_Level": 25.6343452, + "Creatinine_Level": 0.808256222, + "LDH_Level": 134.1735173, + "Calcium_Level": 9.016112913, + "Phosphorus_Level": 4.85476675, + "Glucose_Level": 90.95546133, + "Potassium_Level": 4.523903294, + "Sodium_Level": 139.1773856, + "Smoking_Pack_Years": 17.67791418 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.9316673, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.14306031, + "White_Blood_Cell_Count": 5.762604233, + "Platelet_Count": 381.5138934, + "Albumin_Level": 3.727334419, + "Alkaline_Phosphatase_Level": 47.67509168, + "Alanine_Aminotransferase_Level": 10.75196106, + "Aspartate_Aminotransferase_Level": 29.19724455, + "Creatinine_Level": 1.363080466, + "LDH_Level": 214.3820477, + "Calcium_Level": 10.10325068, + "Phosphorus_Level": 2.88889781, + "Glucose_Level": 93.02250911, + "Potassium_Level": 4.396572849, + "Sodium_Level": 137.1066154, + "Smoking_Pack_Years": 24.97426923 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.31660096, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.34405561, + "White_Blood_Cell_Count": 3.764153413, + "Platelet_Count": 156.2974507, + "Albumin_Level": 3.943489685, + "Alkaline_Phosphatase_Level": 52.72446555, + "Alanine_Aminotransferase_Level": 14.07696568, + "Aspartate_Aminotransferase_Level": 22.01263296, + "Creatinine_Level": 0.760983726, + "LDH_Level": 166.5932328, + "Calcium_Level": 9.519861474, + "Phosphorus_Level": 3.52400957, + "Glucose_Level": 92.44531147, + "Potassium_Level": 4.940261337, + "Sodium_Level": 139.3363603, + "Smoking_Pack_Years": 86.54750983 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.90907035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.1206545, + "White_Blood_Cell_Count": 4.977750861, + "Platelet_Count": 438.8538567, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.26638887, + "White_Blood_Cell_Count": 5.552395, + "Platelet_Count": 233.7097166, + "Albumin_Level": 4.25985537, + "Alkaline_Phosphatase_Level": 111.4333908, + "Alanine_Aminotransferase_Level": 9.112755225, + "Aspartate_Aminotransferase_Level": 32.41432291, + "Creatinine_Level": 1.115150586, + "LDH_Level": 177.8268289, + "Calcium_Level": 9.76217992, + "Phosphorus_Level": 4.983817054, + "Glucose_Level": 91.36364904, + "Potassium_Level": 3.863573397, + "Sodium_Level": 141.0785182, + "Smoking_Pack_Years": 69.85355793 + }, + { + "Age": 40, + "Gender": "Female", 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136.032579, + "Calcium_Level": 10.37497996, + "Phosphorus_Level": 3.040028382, + "Glucose_Level": 94.71938493, + "Potassium_Level": 4.752771299, + "Sodium_Level": 140.5193904, + "Smoking_Pack_Years": 6.797521584 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.71830712, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.46285235, + "White_Blood_Cell_Count": 7.187209346, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.91739062, + "White_Blood_Cell_Count": 7.179421051, + "Platelet_Count": 443.5919673, + "Albumin_Level": 4.388336478, + "Alkaline_Phosphatase_Level": 84.57138608, + "Alanine_Aminotransferase_Level": 35.80969273, + "Aspartate_Aminotransferase_Level": 24.83533055, + "Creatinine_Level": 0.760741688, + "LDH_Level": 116.7771276, + "Calcium_Level": 8.503271255, + "Phosphorus_Level": 4.817678908, + "Glucose_Level": 145.635039, + "Potassium_Level": 3.768045198, + "Sodium_Level": 143.7336059, + "Smoking_Pack_Years": 22.45344578 + }, + { + "Age": 44, + "Gender": "Male", 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127.5486589, + "Calcium_Level": 9.463373452, + "Phosphorus_Level": 3.978360919, + "Glucose_Level": 97.42656955, + "Potassium_Level": 4.929459524, + "Sodium_Level": 144.064571, + "Smoking_Pack_Years": 2.709385397 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.5003037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.76257964, + "White_Blood_Cell_Count": 3.543205379, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.9369024, + "White_Blood_Cell_Count": 9.616513982, + "Platelet_Count": 248.2009675, + "Albumin_Level": 3.293848886, + "Alkaline_Phosphatase_Level": 41.20457063, + "Alanine_Aminotransferase_Level": 6.644170936, + "Aspartate_Aminotransferase_Level": 43.61255181, + "Creatinine_Level": 1.144501767, + "LDH_Level": 181.3059522, + "Calcium_Level": 8.148390547, + "Phosphorus_Level": 4.770726911, + "Glucose_Level": 107.6060727, + "Potassium_Level": 3.954789992, + "Sodium_Level": 143.1811382, + "Smoking_Pack_Years": 62.49584026 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.78179588, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.51355525, + "White_Blood_Cell_Count": 6.452732039, + "Platelet_Count": 387.1353793, + "Albumin_Level": 3.266520344, + "Alkaline_Phosphatase_Level": 76.50800825, + "Alanine_Aminotransferase_Level": 14.75942237, + "Aspartate_Aminotransferase_Level": 49.69928535, + "Creatinine_Level": 0.961332374, + "LDH_Level": 106.9867349, + "Calcium_Level": 9.810543815, + "Phosphorus_Level": 3.497100567, + "Glucose_Level": 77.37843917, + "Potassium_Level": 3.944021694, + "Sodium_Level": 141.828162, + "Smoking_Pack_Years": 13.0826028 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.2306507, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.14199705, + "White_Blood_Cell_Count": 7.845745004, + "Platelet_Count": 275.0065701, + "Albumin_Level": 4.437858568, + "Alkaline_Phosphatase_Level": 55.82815779, + "Alanine_Aminotransferase_Level": 37.06797536, + "Aspartate_Aminotransferase_Level": 35.44302201, + "Creatinine_Level": 0.988161303, + "LDH_Level": 230.5368759, + "Calcium_Level": 10.14285758, + "Phosphorus_Level": 4.789880932, + "Glucose_Level": 117.0731915, + "Potassium_Level": 4.029722896, + "Sodium_Level": 141.0605203, + "Smoking_Pack_Years": 0.587703073 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.10368145, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.43365623, + "White_Blood_Cell_Count": 5.966670453, + "Platelet_Count": 228.659492, + "Albumin_Level": 3.692038238, + "Alkaline_Phosphatase_Level": 94.84763065, + "Alanine_Aminotransferase_Level": 19.20091045, + "Aspartate_Aminotransferase_Level": 25.5768753, + "Creatinine_Level": 0.609556236, + "LDH_Level": 151.4148653, + "Calcium_Level": 8.354262715, + "Phosphorus_Level": 4.768654224, + "Glucose_Level": 139.0606387, + "Potassium_Level": 4.777288368, + "Sodium_Level": 136.0939635, + "Smoking_Pack_Years": 25.15740389 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.90361511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.84861762, + "White_Blood_Cell_Count": 6.162993031, + "Platelet_Count": 437.5054982, + "Albumin_Level": 4.366811186, + "Alkaline_Phosphatase_Level": 68.68151321, + "Alanine_Aminotransferase_Level": 12.67435255, + "Aspartate_Aminotransferase_Level": 15.54856023, + "Creatinine_Level": 0.760050272, + "LDH_Level": 164.854197, + "Calcium_Level": 9.661851367, + "Phosphorus_Level": 4.592098743, + "Glucose_Level": 84.04877102, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.65846246, + "White_Blood_Cell_Count": 4.105004737, + "Platelet_Count": 201.176912, + "Albumin_Level": 3.12096705, + "Alkaline_Phosphatase_Level": 45.57611932, + "Alanine_Aminotransferase_Level": 27.6614609, + "Aspartate_Aminotransferase_Level": 39.9900943, + "Creatinine_Level": 1.243846252, + "LDH_Level": 245.4957329, + "Calcium_Level": 10.44252549, + "Phosphorus_Level": 3.149280727, + "Glucose_Level": 119.1969448, + "Potassium_Level": 3.649593296, + "Sodium_Level": 142.3701977, + "Smoking_Pack_Years": 46.9737491 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.75522045, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.47420151, + "White_Blood_Cell_Count": 6.838981775, + "Platelet_Count": 372.1250921, + "Albumin_Level": 3.822944393, + "Alkaline_Phosphatase_Level": 66.0516506, + "Alanine_Aminotransferase_Level": 5.475485888, + "Aspartate_Aminotransferase_Level": 24.50033045, + "Creatinine_Level": 0.629200696, + "LDH_Level": 183.9707261, + "Calcium_Level": 8.689129728, + "Phosphorus_Level": 3.618478028, + "Glucose_Level": 109.6707996, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 33.39264608, + "Aspartate_Aminotransferase_Level": 49.74097475, + "Creatinine_Level": 1.073360061, + "LDH_Level": 179.5341509, + "Calcium_Level": 9.446623285, + "Phosphorus_Level": 4.723945591, + "Glucose_Level": 110.9426717, + "Potassium_Level": 4.215422137, + "Sodium_Level": 142.6057217, + "Smoking_Pack_Years": 79.35136736 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.36388026, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.6782165, + "White_Blood_Cell_Count": 9.386706544, + "Platelet_Count": 295.993529, + "Albumin_Level": 4.144068182, + "Alkaline_Phosphatase_Level": 57.85281323, + "Alanine_Aminotransferase_Level": 31.74324389, + "Aspartate_Aminotransferase_Level": 31.21244834, + "Creatinine_Level": 0.675974, + "LDH_Level": 170.3244551, + "Calcium_Level": 8.24813555, + "Phosphorus_Level": 3.729798527, + "Glucose_Level": 88.02269336, + "Potassium_Level": 4.523898708, + "Sodium_Level": 142.5309713, + "Smoking_Pack_Years": 2.776269324 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.97975286, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.68417944, + "White_Blood_Cell_Count": 9.799681201, + "Platelet_Count": 321.0709779, + "Albumin_Level": 4.254910508, + "Alkaline_Phosphatase_Level": 36.94465933, + "Alanine_Aminotransferase_Level": 36.12128586, + "Aspartate_Aminotransferase_Level": 39.71067376, + "Creatinine_Level": 0.853392239, + "LDH_Level": 249.8799473, + "Calcium_Level": 8.758500898, + "Phosphorus_Level": 4.55810048, + "Glucose_Level": 80.85506101, + "Potassium_Level": 4.616827293, + "Sodium_Level": 138.2466261, + "Smoking_Pack_Years": 26.502104 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.33663195, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.49607988, + "White_Blood_Cell_Count": 9.742510544, + "Platelet_Count": 372.4548182, + "Albumin_Level": 3.320895024, + "Alkaline_Phosphatase_Level": 44.97714356, + "Alanine_Aminotransferase_Level": 10.08451003, + "Aspartate_Aminotransferase_Level": 28.24102951, + "Creatinine_Level": 1.183668, + "LDH_Level": 112.5608717, + "Calcium_Level": 10.10640232, + "Phosphorus_Level": 2.856253589, + "Glucose_Level": 102.3706778, + "Potassium_Level": 4.164881547, + "Sodium_Level": 138.3124856, + "Smoking_Pack_Years": 94.97399647 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.50561054, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.24257036, + "White_Blood_Cell_Count": 4.348655455, + "Platelet_Count": 352.2065796, + "Albumin_Level": 4.157617218, + "Alkaline_Phosphatase_Level": 113.0273091, + "Alanine_Aminotransferase_Level": 10.63896586, + "Aspartate_Aminotransferase_Level": 44.19888748, + "Creatinine_Level": 0.631604073, + "LDH_Level": 229.107961, + "Calcium_Level": 9.039222941, + "Phosphorus_Level": 4.315653465, + "Glucose_Level": 95.13507149, + "Potassium_Level": 3.730287147, + "Sodium_Level": 144.6646436, + "Smoking_Pack_Years": 11.45578691 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.15652088, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.74889336, + "White_Blood_Cell_Count": 6.867922485, + "Platelet_Count": 362.7885516, + "Albumin_Level": 4.57022334, + "Alkaline_Phosphatase_Level": 119.3191966, + "Alanine_Aminotransferase_Level": 18.26355594, + "Aspartate_Aminotransferase_Level": 30.01450736, + "Creatinine_Level": 1.472756861, + "LDH_Level": 145.9226775, + "Calcium_Level": 8.707913189, + "Phosphorus_Level": 3.019298128, + "Glucose_Level": 120.887695, + "Potassium_Level": 3.648383725, + "Sodium_Level": 137.2160741, + "Smoking_Pack_Years": 32.33669815 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.55226838, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.95635937, + "White_Blood_Cell_Count": 3.738336555, + "Platelet_Count": 239.9706081, + "Albumin_Level": 3.606207783, + "Alkaline_Phosphatase_Level": 40.96433668, + "Alanine_Aminotransferase_Level": 21.48928975, + "Aspartate_Aminotransferase_Level": 11.09967078, + "Creatinine_Level": 0.919100174, + "LDH_Level": 123.8771212, + "Calcium_Level": 8.032987338, + "Phosphorus_Level": 3.598446665, + "Glucose_Level": 71.26010077, + "Potassium_Level": 4.878360101, + "Sodium_Level": 143.9177405, + "Smoking_Pack_Years": 44.24437356 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.69340002, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.83709281, + "White_Blood_Cell_Count": 6.61866866, + "Platelet_Count": 184.8943114, + "Albumin_Level": 3.094889142, + "Alkaline_Phosphatase_Level": 87.39049047, + "Alanine_Aminotransferase_Level": 36.30046696, + "Aspartate_Aminotransferase_Level": 38.2027029, + "Creatinine_Level": 0.686147576, + "LDH_Level": 152.740073, + "Calcium_Level": 8.108904105, + "Phosphorus_Level": 3.200615031, + "Glucose_Level": 112.2081858, + "Potassium_Level": 3.77085233, + "Sodium_Level": 138.6253055, + "Smoking_Pack_Years": 51.26765339 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.06008937, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.9248927, + "White_Blood_Cell_Count": 7.949663734, + "Platelet_Count": 389.8914137, + "Albumin_Level": 3.969664332, + "Alkaline_Phosphatase_Level": 113.1636754, + "Alanine_Aminotransferase_Level": 5.477892305, + "Aspartate_Aminotransferase_Level": 31.85958567, + "Creatinine_Level": 0.69044568, + "LDH_Level": 196.8005956, + "Calcium_Level": 9.392258186, + "Phosphorus_Level": 4.457122492, + "Glucose_Level": 124.7250464, + "Potassium_Level": 3.55092636, + "Sodium_Level": 138.183267, + "Smoking_Pack_Years": 10.6840176 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.38983687, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.89003686, + "White_Blood_Cell_Count": 7.417238345, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.65768771, + "White_Blood_Cell_Count": 4.872212758, + "Platelet_Count": 382.2091402, + "Albumin_Level": 4.149555673, + "Alkaline_Phosphatase_Level": 95.19137547, + "Alanine_Aminotransferase_Level": 15.93287208, + "Aspartate_Aminotransferase_Level": 40.72490105, + "Creatinine_Level": 1.405014776, + "LDH_Level": 142.4700809, + "Calcium_Level": 8.974966139, + "Phosphorus_Level": 3.480567331, + "Glucose_Level": 82.77585063, + "Potassium_Level": 4.921363117, + "Sodium_Level": 142.6821617, + "Smoking_Pack_Years": 62.97951852 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.27946269, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.90899651, + "White_Blood_Cell_Count": 4.06170029, + "Platelet_Count": 169.8582784, + "Albumin_Level": 4.897562445, + "Alkaline_Phosphatase_Level": 41.89797373, + "Alanine_Aminotransferase_Level": 22.79199397, + "Aspartate_Aminotransferase_Level": 33.02195411, + "Creatinine_Level": 1.448018735, + "LDH_Level": 123.7094808, + "Calcium_Level": 10.41802872, + "Phosphorus_Level": 4.945894977, + "Glucose_Level": 126.2887441, + "Potassium_Level": 4.572998176, + "Sodium_Level": 137.5997942, + "Smoking_Pack_Years": 48.88004694 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.24603884, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.92710437, + "White_Blood_Cell_Count": 5.154979051, + "Platelet_Count": 367.4374625, + "Albumin_Level": 4.727957572, + "Alkaline_Phosphatase_Level": 32.68309916, + "Alanine_Aminotransferase_Level": 7.044733901, + "Aspartate_Aminotransferase_Level": 47.73844658, + "Creatinine_Level": 0.581341084, + "LDH_Level": 123.0587714, + "Calcium_Level": 10.10385777, + "Phosphorus_Level": 3.063841768, + "Glucose_Level": 95.01774602, + "Potassium_Level": 4.605198403, + "Sodium_Level": 144.4572242, + "Smoking_Pack_Years": 70.80481227 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.02134403, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.46598603, + "White_Blood_Cell_Count": 4.003788342, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.88220267, + "White_Blood_Cell_Count": 7.945552084, + "Platelet_Count": 386.8231134, + "Albumin_Level": 3.548284297, + "Alkaline_Phosphatase_Level": 55.40857699, + "Alanine_Aminotransferase_Level": 12.50712816, + "Aspartate_Aminotransferase_Level": 21.02274105, + "Creatinine_Level": 1.000900197, + "LDH_Level": 238.9039729, + "Calcium_Level": 9.52428089, + "Phosphorus_Level": 4.765870871, + "Glucose_Level": 87.66179649, + "Potassium_Level": 4.136327067, + "Sodium_Level": 138.8027464, + "Smoking_Pack_Years": 96.95072569 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.99605259, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.70716073, + "White_Blood_Cell_Count": 3.578609876, + "Platelet_Count": 341.6605013, + "Albumin_Level": 4.125658148, + "Alkaline_Phosphatase_Level": 107.2339867, + "Alanine_Aminotransferase_Level": 27.02459459, + "Aspartate_Aminotransferase_Level": 43.49507442, + "Creatinine_Level": 1.106149562, + "LDH_Level": 182.1680761, + "Calcium_Level": 8.032996102, + "Phosphorus_Level": 4.412998179, + "Glucose_Level": 90.64512865, + "Potassium_Level": 4.006228595, + "Sodium_Level": 144.090724, + "Smoking_Pack_Years": 44.50965609 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.39066106, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.19650198, + "White_Blood_Cell_Count": 6.012243104, + "Platelet_Count": 325.6818999, + "Albumin_Level": 4.111500952, + "Alkaline_Phosphatase_Level": 107.128308, + "Alanine_Aminotransferase_Level": 8.253725147, + "Aspartate_Aminotransferase_Level": 10.94988022, + "Creatinine_Level": 0.684743909, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.89734398, + "White_Blood_Cell_Count": 6.516133735, + "Platelet_Count": 203.7242913, + "Albumin_Level": 4.986413356, + "Alkaline_Phosphatase_Level": 98.39885869, + "Alanine_Aminotransferase_Level": 32.3286436, + "Aspartate_Aminotransferase_Level": 35.11435477, + "Creatinine_Level": 1.173328898, + "LDH_Level": 241.5179057, + "Calcium_Level": 8.308077336, + "Phosphorus_Level": 3.190664075, + "Glucose_Level": 148.2681743, + "Potassium_Level": 4.674610606, + "Sodium_Level": 141.1354964, + "Smoking_Pack_Years": 7.605382913 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.39591583, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.56626244, + "White_Blood_Cell_Count": 3.759085785, + "Platelet_Count": 324.6746083, + "Albumin_Level": 3.06088887, + "Alkaline_Phosphatase_Level": 86.80940434, + "Alanine_Aminotransferase_Level": 36.40710109, + "Aspartate_Aminotransferase_Level": 38.76810781, + "Creatinine_Level": 1.062357367, + "LDH_Level": 110.7111088, + "Calcium_Level": 10.15281038, + "Phosphorus_Level": 4.084320857, + "Glucose_Level": 126.7608221, + "Potassium_Level": 4.677652446, + "Sodium_Level": 142.8469126, + "Smoking_Pack_Years": 61.56820844 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.64078517, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.76705646, + "White_Blood_Cell_Count": 4.636435531, + "Platelet_Count": 223.2095672, + "Albumin_Level": 4.92805236, + "Alkaline_Phosphatase_Level": 86.46502069, + "Alanine_Aminotransferase_Level": 31.01480405, + "Aspartate_Aminotransferase_Level": 33.63255771, + "Creatinine_Level": 0.713852998, + "LDH_Level": 125.6615653, + "Calcium_Level": 9.714868648, + "Phosphorus_Level": 2.799971047, + "Glucose_Level": 128.0221098, + "Potassium_Level": 3.873329112, + "Sodium_Level": 135.1466866, + "Smoking_Pack_Years": 53.60046299 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.03258818, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.06513583, + "White_Blood_Cell_Count": 8.124591015, + "Platelet_Count": 238.033147, + "Albumin_Level": 4.992566344, + "Alkaline_Phosphatase_Level": 110.3951723, + "Alanine_Aminotransferase_Level": 7.674024152, + "Aspartate_Aminotransferase_Level": 35.97964518, + "Creatinine_Level": 0.888931425, + "LDH_Level": 124.4436215, + "Calcium_Level": 9.893840124, + "Phosphorus_Level": 2.967098975, + "Glucose_Level": 119.639767, + "Potassium_Level": 4.12813381, + "Sodium_Level": 142.4050007, + "Smoking_Pack_Years": 57.16555202 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.27463443, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.92968192, + "White_Blood_Cell_Count": 6.432807218, + "Platelet_Count": 382.0739022, + "Albumin_Level": 3.919656329, + "Alkaline_Phosphatase_Level": 59.58770109, + "Alanine_Aminotransferase_Level": 26.47685377, + "Aspartate_Aminotransferase_Level": 47.32813889, + "Creatinine_Level": 1.107454466, + "LDH_Level": 171.0499677, + "Calcium_Level": 9.125211335, + "Phosphorus_Level": 4.120860809, + "Glucose_Level": 130.8372553, + "Potassium_Level": 4.572567737, + "Sodium_Level": 143.1111032, + "Smoking_Pack_Years": 53.4858018 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.99757291, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.64163728, + "White_Blood_Cell_Count": 9.21244349, + "Platelet_Count": 232.900897, + "Albumin_Level": 3.868316618, + "Alkaline_Phosphatase_Level": 31.64030475, + "Alanine_Aminotransferase_Level": 19.11333976, + "Aspartate_Aminotransferase_Level": 45.88637471, + "Creatinine_Level": 0.518447023, + "LDH_Level": 209.9475012, + "Calcium_Level": 9.558232693, + "Phosphorus_Level": 3.071312168, + "Glucose_Level": 137.3853664, + "Potassium_Level": 3.856362157, + "Sodium_Level": 140.4834973, + "Smoking_Pack_Years": 74.67905772 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.51397977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 90, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.31690413, + "White_Blood_Cell_Count": 3.758941307, + "Platelet_Count": 221.1425223, + "Albumin_Level": 3.804580152, + "Alkaline_Phosphatase_Level": 116.519931, + "Alanine_Aminotransferase_Level": 22.63791905, + "Aspartate_Aminotransferase_Level": 19.80488284, + "Creatinine_Level": 0.708684003, + "LDH_Level": 180.129668, + "Calcium_Level": 9.635657374, + "Phosphorus_Level": 3.835715446, + "Glucose_Level": 114.5046052, + "Potassium_Level": 4.239234069, + "Sodium_Level": 142.5828344, + "Smoking_Pack_Years": 70.17843653 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.53642268, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.28347394, + "White_Blood_Cell_Count": 6.865250666, + "Platelet_Count": 272.4478994, + "Albumin_Level": 3.55365067, + "Alkaline_Phosphatase_Level": 100.3740454, + "Alanine_Aminotransferase_Level": 16.28404412, + "Aspartate_Aminotransferase_Level": 21.40804589, + "Creatinine_Level": 1.176525043, + "LDH_Level": 172.3041604, + "Calcium_Level": 8.446574412, + "Phosphorus_Level": 3.933423487, + "Glucose_Level": 146.3830469, + "Potassium_Level": 3.636094794, + "Sodium_Level": 137.7262007, + "Smoking_Pack_Years": 34.49056594 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.91641481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.9826815, + "White_Blood_Cell_Count": 6.111824832, + "Platelet_Count": 382.1046038, + "Albumin_Level": 4.493130265, + "Alkaline_Phosphatase_Level": 36.60989204, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.05879184, + "White_Blood_Cell_Count": 7.307756443, + "Platelet_Count": 191.5935606, + "Albumin_Level": 4.902503794, + "Alkaline_Phosphatase_Level": 52.0682314, + "Alanine_Aminotransferase_Level": 26.95761892, + "Aspartate_Aminotransferase_Level": 38.53314472, + "Creatinine_Level": 0.546594081, + "LDH_Level": 194.5854146, + "Calcium_Level": 10.25883684, + "Phosphorus_Level": 2.799060782, + "Glucose_Level": 87.75207203, + "Potassium_Level": 4.773510226, + "Sodium_Level": 142.1460951, + "Smoking_Pack_Years": 6.667352507 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.28745031, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.20239998, + "White_Blood_Cell_Count": 6.574818991, + "Platelet_Count": 420.534005, + "Albumin_Level": 3.408320038, + "Alkaline_Phosphatase_Level": 72.97337579, + "Alanine_Aminotransferase_Level": 22.36448992, + "Aspartate_Aminotransferase_Level": 20.8731404, + "Creatinine_Level": 0.643138891, + "LDH_Level": 114.2770523, + "Calcium_Level": 9.648347395, + "Phosphorus_Level": 2.562676086, + "Glucose_Level": 147.2950298, + "Potassium_Level": 4.759131349, + "Sodium_Level": 136.3540775, + "Smoking_Pack_Years": 70.69244784 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.91411967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.17166921, + "White_Blood_Cell_Count": 7.283381444, + "Platelet_Count": 258.3629925, + "Albumin_Level": 4.584675208, + "Alkaline_Phosphatase_Level": 59.34643438, + "Alanine_Aminotransferase_Level": 37.58576824, + "Aspartate_Aminotransferase_Level": 36.18461042, + "Creatinine_Level": 0.764634802, + "LDH_Level": 248.3519196, + "Calcium_Level": 10.45067694, + "Phosphorus_Level": 4.889545034, + "Glucose_Level": 86.43018389, + "Potassium_Level": 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5.671751364, + "Aspartate_Aminotransferase_Level": 27.16506491, + "Creatinine_Level": 1.07083137, + "LDH_Level": 131.3757757, + "Calcium_Level": 8.721037694, + "Phosphorus_Level": 2.913778416, + "Glucose_Level": 146.081528, + "Potassium_Level": 4.892386415, + "Sodium_Level": 142.5556863, + "Smoking_Pack_Years": 96.34806756 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.0405441, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.27044336, + "White_Blood_Cell_Count": 8.249403415, + "Platelet_Count": 333.2271418, + "Albumin_Level": 4.571736274, + "Alkaline_Phosphatase_Level": 99.32243351, + "Alanine_Aminotransferase_Level": 37.23681147, + "Aspartate_Aminotransferase_Level": 23.19863056, + "Creatinine_Level": 0.677430477, + "LDH_Level": 219.7254281, + "Calcium_Level": 10.4537948, + "Phosphorus_Level": 2.931608457, + "Glucose_Level": 147.99796, + "Potassium_Level": 4.0272163, + "Sodium_Level": 142.5951047, + "Smoking_Pack_Years": 20.38086623 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.34747392, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.10955987, + "White_Blood_Cell_Count": 8.35284935, + "Platelet_Count": 426.669957, + "Albumin_Level": 3.120714287, + "Alkaline_Phosphatase_Level": 60.99202395, + "Alanine_Aminotransferase_Level": 10.91149349, + "Aspartate_Aminotransferase_Level": 31.61338298, + "Creatinine_Level": 1.12125171, + "LDH_Level": 206.9462183, + "Calcium_Level": 10.36423551, + "Phosphorus_Level": 4.237218073, + "Glucose_Level": 97.30954041, + "Potassium_Level": 4.708325318, + "Sodium_Level": 143.2617453, + "Smoking_Pack_Years": 19.12312211 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.72577459, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.3279378, + "White_Blood_Cell_Count": 4.081534331, + "Platelet_Count": 425.9553767, + "Albumin_Level": 4.976221733, + "Alkaline_Phosphatase_Level": 84.30393217, + "Alanine_Aminotransferase_Level": 21.6328575, + "Aspartate_Aminotransferase_Level": 12.54615063, + "Creatinine_Level": 0.726297308, + "LDH_Level": 147.7164435, + "Calcium_Level": 9.986228387, + "Phosphorus_Level": 4.267310305, + "Glucose_Level": 73.43660682, + "Potassium_Level": 3.798748984, + "Sodium_Level": 141.6412919, + "Smoking_Pack_Years": 28.77497434 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.77391294, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.58305305, + "White_Blood_Cell_Count": 6.177966834, + "Platelet_Count": 164.5475651, + "Albumin_Level": 4.282177676, + "Alkaline_Phosphatase_Level": 119.9471258, + "Alanine_Aminotransferase_Level": 9.595669235, + "Aspartate_Aminotransferase_Level": 22.78118524, + "Creatinine_Level": 0.769502514, + "LDH_Level": 104.6584697, + "Calcium_Level": 10.24977629, + "Phosphorus_Level": 4.528744586, + "Glucose_Level": 70.32367672, + "Potassium_Level": 4.470534024, + "Sodium_Level": 138.1423522, + "Smoking_Pack_Years": 82.93235417 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.64346031, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.55543862, + "White_Blood_Cell_Count": 7.518811545, + "Platelet_Count": 284.7117032, + "Albumin_Level": 3.787835484, + "Alkaline_Phosphatase_Level": 117.8238331, + "Alanine_Aminotransferase_Level": 27.38509435, + "Aspartate_Aminotransferase_Level": 22.56770178, + "Creatinine_Level": 1.031866947, + "LDH_Level": 155.9439793, + "Calcium_Level": 10.17228998, + "Phosphorus_Level": 4.153781982, + "Glucose_Level": 85.95072297, + "Potassium_Level": 3.686371189, + "Sodium_Level": 135.9512926, + "Smoking_Pack_Years": 19.34362696 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.25291793, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.62519852, + "White_Blood_Cell_Count": 9.321072326, + "Platelet_Count": 359.0449324, + "Albumin_Level": 4.174666888, + "Alkaline_Phosphatase_Level": 49.24059257, + "Alanine_Aminotransferase_Level": 35.90419064, + "Aspartate_Aminotransferase_Level": 32.5991218, + "Creatinine_Level": 1.371820232, + "LDH_Level": 231.8476343, + "Calcium_Level": 8.902883983, + "Phosphorus_Level": 4.600874553, + "Glucose_Level": 70.98198525, + "Potassium_Level": 4.005944028, + "Sodium_Level": 144.1767299, + "Smoking_Pack_Years": 39.60374051 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.52404368, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.41873007, + "White_Blood_Cell_Count": 7.322660004, + "Platelet_Count": 208.8454016, + "Albumin_Level": 4.072768105, + "Alkaline_Phosphatase_Level": 49.02465638, + "Alanine_Aminotransferase_Level": 39.1223206, + "Aspartate_Aminotransferase_Level": 13.2962776, + "Creatinine_Level": 1.002980262, + "LDH_Level": 188.7252198, + "Calcium_Level": 10.20256338, + "Phosphorus_Level": 4.419353972, + "Glucose_Level": 84.6409389, + "Potassium_Level": 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34.8387355, + "Aspartate_Aminotransferase_Level": 31.5727056, + "Creatinine_Level": 1.098065983, + "LDH_Level": 138.0747398, + "Calcium_Level": 8.48278386, + "Phosphorus_Level": 3.870334587, + "Glucose_Level": 138.9784428, + "Potassium_Level": 4.335303581, + "Sodium_Level": 140.1178758, + "Smoking_Pack_Years": 13.73142144 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.93042927, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.98305874, + "White_Blood_Cell_Count": 5.64137521, + "Platelet_Count": 317.7154899, + "Albumin_Level": 3.187782254, + "Alkaline_Phosphatase_Level": 61.36155594, + "Alanine_Aminotransferase_Level": 19.30521704, + "Aspartate_Aminotransferase_Level": 18.86065373, + "Creatinine_Level": 0.600780155, + "LDH_Level": 141.796447, + "Calcium_Level": 9.417852743, + "Phosphorus_Level": 2.505527117, + "Glucose_Level": 143.1479193, + "Potassium_Level": 4.28568216, + "Sodium_Level": 136.450126, + "Smoking_Pack_Years": 76.22741617 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.12169266, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.12161786, + "White_Blood_Cell_Count": 6.96942142, + "Platelet_Count": 155.2165302, + "Albumin_Level": 4.669195103, + "Alkaline_Phosphatase_Level": 37.83758591, + "Alanine_Aminotransferase_Level": 12.05166782, + "Aspartate_Aminotransferase_Level": 48.45762143, + "Creatinine_Level": 0.708771593, + "LDH_Level": 195.4346887, + "Calcium_Level": 9.453893058, + "Phosphorus_Level": 3.004189182, + "Glucose_Level": 78.72138951, + "Potassium_Level": 3.514559535, + "Sodium_Level": 140.6898635, + "Smoking_Pack_Years": 58.94573337 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.45843283, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.58194527, + "White_Blood_Cell_Count": 4.854138709, + "Platelet_Count": 253.3911294, + "Albumin_Level": 3.965504293, + "Alkaline_Phosphatase_Level": 40.06676389, + "Alanine_Aminotransferase_Level": 36.17891318, + "Aspartate_Aminotransferase_Level": 29.72891528, + "Creatinine_Level": 1.495345754, + "LDH_Level": 176.8351707, + "Calcium_Level": 9.34847525, + "Phosphorus_Level": 3.388241095, + "Glucose_Level": 119.629795, + "Potassium_Level": 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14.09295042, + "Aspartate_Aminotransferase_Level": 15.08831975, + "Creatinine_Level": 1.080188712, + "LDH_Level": 139.4698854, + "Calcium_Level": 10.27831457, + "Phosphorus_Level": 4.688960013, + "Glucose_Level": 124.0297153, + "Potassium_Level": 4.324917901, + "Sodium_Level": 143.0947351, + "Smoking_Pack_Years": 38.31967601 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.01939471, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.91119048, + "White_Blood_Cell_Count": 7.753659963, + "Platelet_Count": 337.2200942, + "Albumin_Level": 4.860676939, + "Alkaline_Phosphatase_Level": 77.06879698, + "Alanine_Aminotransferase_Level": 29.16268751, + "Aspartate_Aminotransferase_Level": 41.03276348, + "Creatinine_Level": 1.429056155, + "LDH_Level": 104.7687787, + "Calcium_Level": 8.741978745, + "Phosphorus_Level": 4.06180037, + "Glucose_Level": 74.3408518, + "Potassium_Level": 3.731740722, + "Sodium_Level": 138.9735149, + "Smoking_Pack_Years": 58.86724483 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.6912038, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.50614204, + "White_Blood_Cell_Count": 6.195031477, + "Platelet_Count": 245.6067608, + "Albumin_Level": 4.337198498, + "Alkaline_Phosphatase_Level": 41.90518468, + "Alanine_Aminotransferase_Level": 6.491500425, + "Aspartate_Aminotransferase_Level": 36.06854302, + "Creatinine_Level": 0.958527391, + "LDH_Level": 192.2170967, + "Calcium_Level": 8.351731069, + "Phosphorus_Level": 3.802454111, + "Glucose_Level": 123.5313819, + "Potassium_Level": 4.460281765, + "Sodium_Level": 141.4623827, + "Smoking_Pack_Years": 0.079227543 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.13059584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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39.30390421, + "Aspartate_Aminotransferase_Level": 17.31936737, + "Creatinine_Level": 0.763533602, + "LDH_Level": 208.6005697, + "Calcium_Level": 10.48309716, + "Phosphorus_Level": 3.681907028, + "Glucose_Level": 94.66276608, + "Potassium_Level": 3.626065711, + "Sodium_Level": 142.1375716, + "Smoking_Pack_Years": 83.7080866 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.27510142, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 106, + 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.57317425, + "White_Blood_Cell_Count": 7.924499608, + "Platelet_Count": 315.4062312, + "Albumin_Level": 3.358427306, + "Alkaline_Phosphatase_Level": 36.94482503, + "Alanine_Aminotransferase_Level": 37.51420492, + "Aspartate_Aminotransferase_Level": 13.0656561, + "Creatinine_Level": 1.395058701, + "LDH_Level": 235.2516973, + "Calcium_Level": 10.45445292, + "Phosphorus_Level": 3.542357357, + "Glucose_Level": 73.47461781, + "Potassium_Level": 3.53340946, + "Sodium_Level": 140.8946648, + "Smoking_Pack_Years": 95.44938973 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.92021378, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.42903675, + "White_Blood_Cell_Count": 4.913647138, + "Platelet_Count": 276.7914201, + "Albumin_Level": 4.031584864, + "Alkaline_Phosphatase_Level": 66.12550693, + "Alanine_Aminotransferase_Level": 33.89818032, + "Aspartate_Aminotransferase_Level": 40.32577617, + "Creatinine_Level": 0.752737315, + "LDH_Level": 155.5258492, + "Calcium_Level": 8.169511799, + "Phosphorus_Level": 2.593405565, + "Glucose_Level": 119.5047934, + "Potassium_Level": 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"Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.28145607, + "White_Blood_Cell_Count": 5.2445322, + "Platelet_Count": 185.6381556, + "Albumin_Level": 3.621190955, + "Alkaline_Phosphatase_Level": 93.70817303, + "Alanine_Aminotransferase_Level": 31.08320702, + "Aspartate_Aminotransferase_Level": 45.48222118, + "Creatinine_Level": 0.641422031, + "LDH_Level": 102.6866723, + "Calcium_Level": 8.543361355, + "Phosphorus_Level": 4.804851863, + "Glucose_Level": 118.4774396, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.20789809, + "White_Blood_Cell_Count": 5.22779221, + "Platelet_Count": 258.6619522, + "Albumin_Level": 3.512194982, + "Alkaline_Phosphatase_Level": 30.52252232, + "Alanine_Aminotransferase_Level": 16.27260951, + "Aspartate_Aminotransferase_Level": 36.81106082, + "Creatinine_Level": 1.049524101, + "LDH_Level": 249.062543, + "Calcium_Level": 8.699659456, + "Phosphorus_Level": 2.569757826, + "Glucose_Level": 85.27851031, + "Potassium_Level": 4.028181793, + "Sodium_Level": 135.6830994, + "Smoking_Pack_Years": 45.01737062 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.27391935, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 9.577281945, + "Aspartate_Aminotransferase_Level": 10.56706809, + "Creatinine_Level": 1.010602327, + "LDH_Level": 187.799675, + "Calcium_Level": 10.29939973, + "Phosphorus_Level": 2.795273713, + "Glucose_Level": 73.62089989, + "Potassium_Level": 4.251156601, + "Sodium_Level": 139.6963112, + "Smoking_Pack_Years": 33.60674806 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.60387059, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.32978405, + "White_Blood_Cell_Count": 4.787708859, + "Platelet_Count": 382.2803965, + "Albumin_Level": 3.155995967, + "Alkaline_Phosphatase_Level": 33.29997971, + "Alanine_Aminotransferase_Level": 25.62982276, + "Aspartate_Aminotransferase_Level": 45.85408353, + "Creatinine_Level": 0.593549606, + "LDH_Level": 229.0722974, + "Calcium_Level": 9.149726443, + "Phosphorus_Level": 3.36366712, + "Glucose_Level": 87.97465115, + "Potassium_Level": 3.752741414, + "Sodium_Level": 141.0382672, + "Smoking_Pack_Years": 58.33227419 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.04488236, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + 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"Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.61028891, + "White_Blood_Cell_Count": 4.617019245, + "Platelet_Count": 155.1094368, + "Albumin_Level": 4.470664967, + "Alkaline_Phosphatase_Level": 60.31889007, + "Alanine_Aminotransferase_Level": 17.9921618, + "Aspartate_Aminotransferase_Level": 36.24847515, + "Creatinine_Level": 0.616142289, + "LDH_Level": 162.1613475, + "Calcium_Level": 8.802354128, + "Phosphorus_Level": 3.738367652, + "Glucose_Level": 133.8632206, + "Potassium_Level": 3.740744207, + "Sodium_Level": 139.0852003, + "Smoking_Pack_Years": 20.28755897 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.70136514, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.32926546, + "White_Blood_Cell_Count": 6.725402363, + "Platelet_Count": 302.632635, + "Albumin_Level": 4.017622867, + "Alkaline_Phosphatase_Level": 40.12283721, 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"Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.34593417, + "White_Blood_Cell_Count": 5.606594414, + "Platelet_Count": 416.0797207, + "Albumin_Level": 3.927690544, + "Alkaline_Phosphatase_Level": 39.99620198, + "Alanine_Aminotransferase_Level": 32.06134464, + "Aspartate_Aminotransferase_Level": 46.10860656, + "Creatinine_Level": 0.578671718, + "LDH_Level": 117.3677339, + "Calcium_Level": 9.402968445, + "Phosphorus_Level": 3.330650919, + "Glucose_Level": 123.8588034, + "Potassium_Level": 4.441686429, + "Sodium_Level": 144.4723253, + "Smoking_Pack_Years": 16.68145866 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.38572708, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.9417408, + "White_Blood_Cell_Count": 7.45631633, + "Platelet_Count": 377.5706124, + "Albumin_Level": 3.853163309, + "Alkaline_Phosphatase_Level": 72.62302487, + "Alanine_Aminotransferase_Level": 35.50075224, + "Aspartate_Aminotransferase_Level": 22.38641042, + "Creatinine_Level": 0.899166037, + "LDH_Level": 137.641221, + "Calcium_Level": 10.49321362, + "Phosphorus_Level": 4.363594737, + "Glucose_Level": 134.8974735, + "Potassium_Level": 4.120741199, + "Sodium_Level": 137.7051699, + "Smoking_Pack_Years": 56.90606136 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.07762217, + "Tumor_Location": 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"Glucose_Level": 111.7760519, + "Potassium_Level": 4.051303046, + "Sodium_Level": 143.2480004, + "Smoking_Pack_Years": 91.29439495 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.65426327, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.05647245, + "White_Blood_Cell_Count": 4.332611436, + "Platelet_Count": 166.479611, + "Albumin_Level": 4.741075859, + "Alkaline_Phosphatase_Level": 68.20275267, + "Alanine_Aminotransferase_Level": 16.64522844, + "Aspartate_Aminotransferase_Level": 39.61207071, + "Creatinine_Level": 1.247832493, + "LDH_Level": 107.2732564, + "Calcium_Level": 8.338934271, + "Phosphorus_Level": 3.505564988, + "Glucose_Level": 125.0580654, + "Potassium_Level": 3.579781816, + "Sodium_Level": 144.5620529, + "Smoking_Pack_Years": 2.847909807 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.46664704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.28363497, + "White_Blood_Cell_Count": 5.446569715, + "Platelet_Count": 175.5192581, + "Albumin_Level": 3.296893047, + "Alkaline_Phosphatase_Level": 80.49682396, + "Alanine_Aminotransferase_Level": 27.97042509, + "Aspartate_Aminotransferase_Level": 27.34920364, + "Creatinine_Level": 0.699184874, + "LDH_Level": 221.7574866, + "Calcium_Level": 8.84482576, + "Phosphorus_Level": 4.655032504, + "Glucose_Level": 88.67434149, + "Potassium_Level": 4.733625299, + "Sodium_Level": 143.2807279, + "Smoking_Pack_Years": 87.26734434 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.88395089, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.45683245, + "White_Blood_Cell_Count": 7.442145702, + "Platelet_Count": 375.3333439, + "Albumin_Level": 4.401640482, + "Alkaline_Phosphatase_Level": 75.57401785, + "Alanine_Aminotransferase_Level": 29.20455657, + "Aspartate_Aminotransferase_Level": 22.82908106, + "Creatinine_Level": 0.584196709, + "LDH_Level": 134.9844296, + "Calcium_Level": 9.157120427, + "Phosphorus_Level": 4.993179118, + "Glucose_Level": 111.9683753, + "Potassium_Level": 4.010749165, + "Sodium_Level": 136.2437474, + "Smoking_Pack_Years": 15.62682546 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.15091626, + "White_Blood_Cell_Count": 5.705748668, + "Platelet_Count": 207.8688286, + "Albumin_Level": 3.709419387, + "Alkaline_Phosphatase_Level": 30.98093413, + "Alanine_Aminotransferase_Level": 23.61762682, + "Aspartate_Aminotransferase_Level": 24.86058318, + "Creatinine_Level": 0.918568127, + "LDH_Level": 118.7991735, + "Calcium_Level": 9.91288392, + "Phosphorus_Level": 3.226626787, + "Glucose_Level": 104.812346, + "Potassium_Level": 4.059905372, + "Sodium_Level": 139.8549517, + "Smoking_Pack_Years": 62.24434878 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 113.3126615, + "Alanine_Aminotransferase_Level": 19.34244631, + "Aspartate_Aminotransferase_Level": 36.74094992, + "Creatinine_Level": 1.090465371, + "LDH_Level": 153.0230556, + "Calcium_Level": 10.28357603, + "Phosphorus_Level": 2.981255512, + "Glucose_Level": 87.36670614, + "Potassium_Level": 3.772523075, + "Sodium_Level": 139.1587791, + "Smoking_Pack_Years": 46.73310046 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.4594865, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.79242355, + "White_Blood_Cell_Count": 9.44034974, + "Platelet_Count": 353.6251221, + "Albumin_Level": 3.837096898, + "Alkaline_Phosphatase_Level": 107.5878418, + "Alanine_Aminotransferase_Level": 16.48841389, + "Aspartate_Aminotransferase_Level": 43.52519193, + "Creatinine_Level": 0.599958475, + "LDH_Level": 245.0436476, + "Calcium_Level": 8.499535621, + "Phosphorus_Level": 4.441562336, + "Glucose_Level": 95.14172874, + "Potassium_Level": 4.915107865, + "Sodium_Level": 138.418993, + "Smoking_Pack_Years": 44.81917954 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.87560983, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.07304702, + "White_Blood_Cell_Count": 5.635777643, + "Platelet_Count": 418.6578093, + "Albumin_Level": 3.685281473, + "Alkaline_Phosphatase_Level": 89.45492955, + "Alanine_Aminotransferase_Level": 21.0085717, + "Aspartate_Aminotransferase_Level": 45.22831492, + "Creatinine_Level": 0.792941078, + "LDH_Level": 194.4008195, + "Calcium_Level": 9.774478337, + "Phosphorus_Level": 3.080992353, + "Glucose_Level": 76.64007875, + "Potassium_Level": 3.936871962, + "Sodium_Level": 139.6405095, + "Smoking_Pack_Years": 74.14643764 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.36834089, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.59894494, + "White_Blood_Cell_Count": 6.03642707, + "Platelet_Count": 278.0874542, + "Albumin_Level": 3.137135013, + "Alkaline_Phosphatase_Level": 36.8591967, + "Alanine_Aminotransferase_Level": 8.382500479, + "Aspartate_Aminotransferase_Level": 21.8984628, + "Creatinine_Level": 0.690828687, + "LDH_Level": 116.5073464, + "Calcium_Level": 8.601110905, + "Phosphorus_Level": 4.094634233, + "Glucose_Level": 133.4961448, + "Potassium_Level": 4.145237804, + "Sodium_Level": 140.6678127, + "Smoking_Pack_Years": 8.115533018 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.88687868, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.44106755, + "White_Blood_Cell_Count": 4.781221355, + "Platelet_Count": 197.4546607, + "Albumin_Level": 3.7784014, + "Alkaline_Phosphatase_Level": 51.25307152, + "Alanine_Aminotransferase_Level": 30.36536817, + "Aspartate_Aminotransferase_Level": 40.82804177, + "Creatinine_Level": 1.189402041, + "LDH_Level": 159.4470051, + "Calcium_Level": 9.509814972, + "Phosphorus_Level": 4.102189919, + "Glucose_Level": 112.2965032, + "Potassium_Level": 3.900314199, + "Sodium_Level": 136.9262838, + "Smoking_Pack_Years": 38.6281317 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.79995104, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.33565007, + "White_Blood_Cell_Count": 6.012700528, + "Platelet_Count": 253.0805378, + "Albumin_Level": 4.288743507, + "Alkaline_Phosphatase_Level": 49.31720341, + "Alanine_Aminotransferase_Level": 5.298313771, + "Aspartate_Aminotransferase_Level": 42.69689644, + "Creatinine_Level": 1.419001514, + "LDH_Level": 180.5144366, + "Calcium_Level": 10.03285234, + "Phosphorus_Level": 4.274159363, + "Glucose_Level": 83.30630143, + "Potassium_Level": 3.861310154, + "Sodium_Level": 136.1928593, + "Smoking_Pack_Years": 69.22715795 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.74109631, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.56405058, + "White_Blood_Cell_Count": 4.291058603, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.15386698, + "White_Blood_Cell_Count": 7.085562996, + "Platelet_Count": 430.9506306, + "Albumin_Level": 4.007889575, + "Alkaline_Phosphatase_Level": 77.50628873, + "Alanine_Aminotransferase_Level": 32.09338829, + "Aspartate_Aminotransferase_Level": 39.45733215, + "Creatinine_Level": 1.33098441, + "LDH_Level": 162.6421514, + "Calcium_Level": 9.870407172, + "Phosphorus_Level": 3.788211405, + "Glucose_Level": 124.8959131, + "Potassium_Level": 4.503841425, + "Sodium_Level": 138.2969613, + "Smoking_Pack_Years": 23.54988258 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.59107891, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.67046791, + "White_Blood_Cell_Count": 5.477276743, + "Platelet_Count": 266.9111245, + "Albumin_Level": 3.412136258, + "Alkaline_Phosphatase_Level": 97.65240747, + "Alanine_Aminotransferase_Level": 18.12714833, + "Aspartate_Aminotransferase_Level": 34.11103104, + "Creatinine_Level": 0.504225859, + "LDH_Level": 214.9744571, + "Calcium_Level": 9.490794471, + "Phosphorus_Level": 3.054772914, + "Glucose_Level": 110.662138, + "Potassium_Level": 3.502298535, + "Sodium_Level": 136.8358691, + "Smoking_Pack_Years": 62.81063004 + }, + { 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"White_Blood_Cell_Count": 7.365768424, + "Platelet_Count": 157.7134375, + "Albumin_Level": 3.219624223, + "Alkaline_Phosphatase_Level": 83.54384824, + "Alanine_Aminotransferase_Level": 20.85401753, + "Aspartate_Aminotransferase_Level": 43.87440278, + "Creatinine_Level": 0.805700038, + "LDH_Level": 244.5694503, + "Calcium_Level": 9.214820575, + "Phosphorus_Level": 3.335025718, + "Glucose_Level": 121.4529515, + "Potassium_Level": 3.962147751, + "Sodium_Level": 138.781431, + "Smoking_Pack_Years": 67.59776771 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.69193259, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.1930081, + "White_Blood_Cell_Count": 6.891452871, + "Platelet_Count": 427.0296163, + "Albumin_Level": 3.418025877, + "Alkaline_Phosphatase_Level": 106.930222, + "Alanine_Aminotransferase_Level": 5.942294075, + "Aspartate_Aminotransferase_Level": 28.70404421, + "Creatinine_Level": 0.558635307, + "LDH_Level": 196.4681694, + "Calcium_Level": 8.867101295, + "Phosphorus_Level": 3.727911705, + "Glucose_Level": 91.89163835, + "Potassium_Level": 4.868754004, + "Sodium_Level": 144.9828135, + "Smoking_Pack_Years": 34.94287073 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.20895499, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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143.7309236, + "Smoking_Pack_Years": 22.53112949 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.51398598, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.37255419, + "White_Blood_Cell_Count": 4.494462682, + "Platelet_Count": 242.9955488, + "Albumin_Level": 4.417842137, + "Alkaline_Phosphatase_Level": 31.32009622, + "Alanine_Aminotransferase_Level": 18.24518093, + "Aspartate_Aminotransferase_Level": 44.335163, + "Creatinine_Level": 1.174242801, + "LDH_Level": 115.578511, + "Calcium_Level": 9.090119921, + "Phosphorus_Level": 3.031888011, + "Glucose_Level": 106.8837011, + "Potassium_Level": 4.508205297, + "Sodium_Level": 136.8868578, + "Smoking_Pack_Years": 86.294762 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.85527745, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + 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143.4813816, + "Smoking_Pack_Years": 8.766717906 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.27205454, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.1388818, + "White_Blood_Cell_Count": 7.468721439, + "Platelet_Count": 360.6707842, + "Albumin_Level": 4.67841731, + "Alkaline_Phosphatase_Level": 44.94879529, + "Alanine_Aminotransferase_Level": 27.83499694, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.95192769, + "White_Blood_Cell_Count": 8.393680092, + "Platelet_Count": 158.8407176, + "Albumin_Level": 4.042001962, + "Alkaline_Phosphatase_Level": 52.46976044, + "Alanine_Aminotransferase_Level": 7.555843053, + "Aspartate_Aminotransferase_Level": 12.0077591, + "Creatinine_Level": 1.180351053, + "LDH_Level": 151.5282577, + "Calcium_Level": 9.34030341, + "Phosphorus_Level": 3.909721159, + "Glucose_Level": 72.18101267, + "Potassium_Level": 3.606975191, + "Sodium_Level": 136.773724, + "Smoking_Pack_Years": 15.87259875 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.0160481, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.58044942, + "White_Blood_Cell_Count": 6.635295069, + "Platelet_Count": 337.7594783, + "Albumin_Level": 3.724420003, + "Alkaline_Phosphatase_Level": 99.00251486, + "Alanine_Aminotransferase_Level": 33.77887381, + "Aspartate_Aminotransferase_Level": 40.70867661, + "Creatinine_Level": 1.344259551, + "LDH_Level": 117.9263929, + "Calcium_Level": 9.684253876, + "Phosphorus_Level": 4.045770022, + "Glucose_Level": 132.6218173, + "Potassium_Level": 3.50929025, + "Sodium_Level": 142.7119893, + "Smoking_Pack_Years": 96.35087803 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.47562197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.38499965, + "White_Blood_Cell_Count": 3.956563673, + "Platelet_Count": 258.2805548, + "Albumin_Level": 4.225545708, + "Alkaline_Phosphatase_Level": 112.7480928, + "Alanine_Aminotransferase_Level": 12.85047821, + "Aspartate_Aminotransferase_Level": 36.10554779, + "Creatinine_Level": 0.521457943, + "LDH_Level": 149.748278, + "Calcium_Level": 9.637446122, + "Phosphorus_Level": 2.793669815, + "Glucose_Level": 142.4526475, + "Potassium_Level": 3.673943677, + "Sodium_Level": 135.7677558, + "Smoking_Pack_Years": 16.71757598 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.71255313, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.58876117, + "White_Blood_Cell_Count": 8.411965513, + "Platelet_Count": 378.7764155, + "Albumin_Level": 3.686587515, + "Alkaline_Phosphatase_Level": 40.56002083, + "Alanine_Aminotransferase_Level": 16.54584766, + "Aspartate_Aminotransferase_Level": 34.84535966, + "Creatinine_Level": 1.33399837, + "LDH_Level": 126.9314983, + "Calcium_Level": 9.964041407, + "Phosphorus_Level": 3.725087527, + "Glucose_Level": 73.81825509, + "Potassium_Level": 3.773902672, + "Sodium_Level": 135.1249549, + "Smoking_Pack_Years": 2.206047516 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.29089177, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.33980753, + "White_Blood_Cell_Count": 7.362140729, + "Platelet_Count": 333.9014953, + "Albumin_Level": 4.256041712, + "Alkaline_Phosphatase_Level": 105.1084604, + "Alanine_Aminotransferase_Level": 12.06562887, + "Aspartate_Aminotransferase_Level": 39.29481608, + "Creatinine_Level": 0.811315408, + "LDH_Level": 222.9038545, + "Calcium_Level": 9.927782507, + "Phosphorus_Level": 4.428169958, + "Glucose_Level": 120.3689124, + "Potassium_Level": 4.99729169, + "Sodium_Level": 135.8601672, + "Smoking_Pack_Years": 32.51839429 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.66484775, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.07942554, + "White_Blood_Cell_Count": 7.376655538, + "Platelet_Count": 325.2833773, + "Albumin_Level": 3.788771213, + "Alkaline_Phosphatase_Level": 89.39291488, + "Alanine_Aminotransferase_Level": 16.19121353, + "Aspartate_Aminotransferase_Level": 20.85495851, + "Creatinine_Level": 1.335033074, + "LDH_Level": 196.2975379, + "Calcium_Level": 8.316180223, + "Phosphorus_Level": 4.755991239, + "Glucose_Level": 147.1703856, + "Potassium_Level": 4.123833372, + "Sodium_Level": 136.3637329, + "Smoking_Pack_Years": 42.97673614 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.32466002, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.21227407, + "White_Blood_Cell_Count": 8.558161653, + "Platelet_Count": 226.6629204, + "Albumin_Level": 4.045788899, + "Alkaline_Phosphatase_Level": 32.0023102, + "Alanine_Aminotransferase_Level": 12.52995309, + "Aspartate_Aminotransferase_Level": 10.05077004, + "Creatinine_Level": 0.907005807, + "LDH_Level": 248.9160244, + "Calcium_Level": 9.574584303, + "Phosphorus_Level": 4.970005058, + "Glucose_Level": 122.884332, + "Potassium_Level": 3.987721218, + "Sodium_Level": 144.0320808, + "Smoking_Pack_Years": 19.14117127 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.28168778, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.54245055, + "White_Blood_Cell_Count": 8.345507967, + "Platelet_Count": 348.4543829, + "Albumin_Level": 4.428919148, + "Alkaline_Phosphatase_Level": 99.29796465, + "Alanine_Aminotransferase_Level": 6.878161377, + "Aspartate_Aminotransferase_Level": 23.10965043, + "Creatinine_Level": 0.557075461, + "LDH_Level": 108.0219069, + "Calcium_Level": 9.903955515, + "Phosphorus_Level": 3.372636825, + "Glucose_Level": 111.8838018, + "Potassium_Level": 4.469815304, + "Sodium_Level": 142.9937232, + "Smoking_Pack_Years": 50.6894107 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.34635934, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.06727324, + "White_Blood_Cell_Count": 9.309171559, + "Platelet_Count": 203.5251374, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.89124259, + "White_Blood_Cell_Count": 3.8563361, + "Platelet_Count": 194.864798, + "Albumin_Level": 3.258640996, + "Alkaline_Phosphatase_Level": 84.92876479, + "Alanine_Aminotransferase_Level": 6.148114993, + "Aspartate_Aminotransferase_Level": 26.63859907, + "Creatinine_Level": 0.593251253, + "LDH_Level": 234.4848836, + "Calcium_Level": 8.368754197, + "Phosphorus_Level": 2.691271371, + "Glucose_Level": 109.2578249, + "Potassium_Level": 4.303616743, + "Sodium_Level": 140.1522825, + "Smoking_Pack_Years": 88.56342039 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never 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"Phosphorus_Level": 4.573707969, + "Glucose_Level": 104.8818515, + "Potassium_Level": 3.676168558, + "Sodium_Level": 138.3171992, + "Smoking_Pack_Years": 4.310035222 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.82243853, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.03178525, + "White_Blood_Cell_Count": 6.811703022, + "Platelet_Count": 340.6401625, + "Albumin_Level": 4.089421691, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.75745165, + "White_Blood_Cell_Count": 7.545518615, + "Platelet_Count": 150.4272556, + "Albumin_Level": 4.517260079, + "Alkaline_Phosphatase_Level": 97.72470862, + "Alanine_Aminotransferase_Level": 23.62268505, + "Aspartate_Aminotransferase_Level": 12.52671851, + "Creatinine_Level": 1.141902456, + "LDH_Level": 211.3513308, + "Calcium_Level": 9.335576696, + "Phosphorus_Level": 3.225563577, + "Glucose_Level": 73.86612795, + "Potassium_Level": 4.505561247, + "Sodium_Level": 135.5630897, + "Smoking_Pack_Years": 84.02094493 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.7058394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.46231547, + "White_Blood_Cell_Count": 8.372311055, + "Platelet_Count": 361.1514493, + "Albumin_Level": 4.115561669, + "Alkaline_Phosphatase_Level": 94.7060475, + "Alanine_Aminotransferase_Level": 14.69618673, + "Aspartate_Aminotransferase_Level": 13.42245158, + "Creatinine_Level": 0.735888607, + "LDH_Level": 163.6068989, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.05236282, + "White_Blood_Cell_Count": 4.771367023, + "Platelet_Count": 282.8557022, + "Albumin_Level": 3.205589329, + "Alkaline_Phosphatase_Level": 105.644833, + "Alanine_Aminotransferase_Level": 32.48017015, + "Aspartate_Aminotransferase_Level": 29.83447133, + "Creatinine_Level": 0.610499361, + "LDH_Level": 107.5527326, + "Calcium_Level": 9.086411319, + "Phosphorus_Level": 3.056800806, + "Glucose_Level": 108.9605447, + "Potassium_Level": 4.455192277, + "Sodium_Level": 135.47067, + "Smoking_Pack_Years": 60.90135942 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.78725569, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.79911306, + "White_Blood_Cell_Count": 6.457788743, + "Platelet_Count": 244.6065794, + "Albumin_Level": 3.617536165, + "Alkaline_Phosphatase_Level": 35.69249044, + "Alanine_Aminotransferase_Level": 39.27303854, + "Aspartate_Aminotransferase_Level": 13.11097902, + "Creatinine_Level": 0.596884343, + "LDH_Level": 117.5559932, + "Calcium_Level": 8.19590164, + "Phosphorus_Level": 3.749344151, + "Glucose_Level": 123.4825923, + "Potassium_Level": 4.680152399, + "Sodium_Level": 144.1662325, + "Smoking_Pack_Years": 0.560923795 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.5570059, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.1198028, + "White_Blood_Cell_Count": 7.465370926, + "Platelet_Count": 423.122099, + "Albumin_Level": 3.33709142, + "Alkaline_Phosphatase_Level": 112.5946732, + "Alanine_Aminotransferase_Level": 8.669387815, + "Aspartate_Aminotransferase_Level": 38.35940123, + "Creatinine_Level": 0.925315573, + "LDH_Level": 114.8384024, + "Calcium_Level": 8.882775769, + "Phosphorus_Level": 3.45726974, + "Glucose_Level": 116.5467689, + "Potassium_Level": 4.461614826, + "Sodium_Level": 138.155499, + "Smoking_Pack_Years": 47.67602682 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.38927013, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.36097423, + "White_Blood_Cell_Count": 9.630615917, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.1724423, + "White_Blood_Cell_Count": 4.504247443, + "Platelet_Count": 322.4550822, + "Albumin_Level": 3.934383749, + "Alkaline_Phosphatase_Level": 73.37711601, + "Alanine_Aminotransferase_Level": 30.68387358, + "Aspartate_Aminotransferase_Level": 32.05641835, + "Creatinine_Level": 0.765685553, + "LDH_Level": 215.5340212, + "Calcium_Level": 8.307721607, + "Phosphorus_Level": 3.878695043, + "Glucose_Level": 121.9039251, + "Potassium_Level": 4.245978874, + "Sodium_Level": 135.8299956, + "Smoking_Pack_Years": 44.05616034 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.83909864, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.34165759, + "White_Blood_Cell_Count": 3.831907327, + "Platelet_Count": 228.106718, + "Albumin_Level": 4.665453038, + "Alkaline_Phosphatase_Level": 43.25530211, + "Alanine_Aminotransferase_Level": 35.59307979, + "Aspartate_Aminotransferase_Level": 21.39529405, + "Creatinine_Level": 0.930021815, + "LDH_Level": 198.7406271, + "Calcium_Level": 8.711056762, + "Phosphorus_Level": 4.350638512, + "Glucose_Level": 94.01202025, + "Potassium_Level": 4.427880422, + "Sodium_Level": 144.1003816, + "Smoking_Pack_Years": 2.550427845 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.1033329, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.59811028, + "White_Blood_Cell_Count": 8.648949408, + "Platelet_Count": 287.9465835, + "Albumin_Level": 4.867679754, + "Alkaline_Phosphatase_Level": 119.6894464, + "Alanine_Aminotransferase_Level": 11.03485215, + "Aspartate_Aminotransferase_Level": 47.51422001, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.37687029, + "White_Blood_Cell_Count": 5.831763822, + "Platelet_Count": 300.8720085, + "Albumin_Level": 4.561230341, + "Alkaline_Phosphatase_Level": 39.02160252, + "Alanine_Aminotransferase_Level": 16.06260677, + "Aspartate_Aminotransferase_Level": 11.69403739, + "Creatinine_Level": 0.80165268, + "LDH_Level": 114.4243191, + "Calcium_Level": 9.944219807, + "Phosphorus_Level": 2.605686144, + "Glucose_Level": 141.6239012, + "Potassium_Level": 4.398974349, + "Sodium_Level": 141.3678689, + "Smoking_Pack_Years": 6.73950548 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.51379579, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.47929714, + "White_Blood_Cell_Count": 6.444643247, + "Platelet_Count": 257.9191072, + "Albumin_Level": 3.523636962, + "Alkaline_Phosphatase_Level": 65.43827028, + "Alanine_Aminotransferase_Level": 22.30016267, + "Aspartate_Aminotransferase_Level": 49.57986604, + "Creatinine_Level": 0.895894216, + "LDH_Level": 126.7968889, + "Calcium_Level": 9.514051983, + "Phosphorus_Level": 3.94900706, + "Glucose_Level": 124.8157453, + "Potassium_Level": 4.018521407, + "Sodium_Level": 142.2506845, + "Smoking_Pack_Years": 74.23338924 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.25144798, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.54487896, + "White_Blood_Cell_Count": 3.749627893, + "Platelet_Count": 360.2150718, + "Albumin_Level": 3.487046992, + "Alkaline_Phosphatase_Level": 65.94356975, + "Alanine_Aminotransferase_Level": 33.67782201, + "Aspartate_Aminotransferase_Level": 41.43934871, + "Creatinine_Level": 0.955178749, + "LDH_Level": 237.9977206, + "Calcium_Level": 10.38696059, + "Phosphorus_Level": 2.8647634, + "Glucose_Level": 127.3184931, + "Potassium_Level": 3.649329135, + "Sodium_Level": 144.8830781, + "Smoking_Pack_Years": 7.199329584 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.23786138, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.64418215, + "White_Blood_Cell_Count": 8.001086144, + "Platelet_Count": 232.536629, + "Albumin_Level": 3.577013173, + "Alkaline_Phosphatase_Level": 74.74043855, + "Alanine_Aminotransferase_Level": 13.17718224, + "Aspartate_Aminotransferase_Level": 14.28332607, + "Creatinine_Level": 1.127133637, + "LDH_Level": 121.9778018, + "Calcium_Level": 9.788077986, + "Phosphorus_Level": 3.866821768, + "Glucose_Level": 78.5175941, + "Potassium_Level": 4.20111508, + "Sodium_Level": 139.1208366, + "Smoking_Pack_Years": 6.363009589 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.74860316, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.31012986, + "White_Blood_Cell_Count": 8.006997537, + "Platelet_Count": 213.6934276, + "Albumin_Level": 3.321251159, + "Alkaline_Phosphatase_Level": 63.79072517, + "Alanine_Aminotransferase_Level": 33.8846197, + "Aspartate_Aminotransferase_Level": 38.81147468, + "Creatinine_Level": 0.738584762, + "LDH_Level": 141.5694274, + "Calcium_Level": 8.259737845, + "Phosphorus_Level": 4.311018293, + "Glucose_Level": 81.18491871, + "Potassium_Level": 3.849686001, + "Sodium_Level": 138.9173749, + "Smoking_Pack_Years": 52.48466052 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.8227097, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.14239722, + "White_Blood_Cell_Count": 8.351033616, + "Platelet_Count": 318.737766, + "Albumin_Level": 4.200925055, + "Alkaline_Phosphatase_Level": 44.25065703, + "Alanine_Aminotransferase_Level": 20.84612196, + "Aspartate_Aminotransferase_Level": 35.24112116, + "Creatinine_Level": 0.675301352, + "LDH_Level": 201.5744731, + "Calcium_Level": 9.492229355, + "Phosphorus_Level": 4.630419736, + "Glucose_Level": 86.56063264, + "Potassium_Level": 4.721691994, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 12.97554656, + "Creatinine_Level": 0.568380508, + "LDH_Level": 242.9199597, + "Calcium_Level": 9.75206893, + "Phosphorus_Level": 3.675423278, + "Glucose_Level": 88.80307638, + "Potassium_Level": 3.908412889, + "Sodium_Level": 139.0216602, + "Smoking_Pack_Years": 78.86760492 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.56735955, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.71743731, + "White_Blood_Cell_Count": 3.816429103, + "Platelet_Count": 292.6564742, + "Albumin_Level": 4.480514071, + "Alkaline_Phosphatase_Level": 91.77388664, + "Alanine_Aminotransferase_Level": 15.27297895, + "Aspartate_Aminotransferase_Level": 16.56676331, + "Creatinine_Level": 0.766544885, + "LDH_Level": 228.5180458, + "Calcium_Level": 9.985636215, + "Phosphorus_Level": 2.972353508, + "Glucose_Level": 133.9888766, + "Potassium_Level": 3.829529994, + "Sodium_Level": 143.0243261, + "Smoking_Pack_Years": 65.52862045 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.07900659, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 31.22971405, + "Aspartate_Aminotransferase_Level": 12.86485365, + "Creatinine_Level": 0.946602807, + "LDH_Level": 216.8684596, + "Calcium_Level": 9.15682819, + "Phosphorus_Level": 2.867946583, + "Glucose_Level": 132.1430708, + "Potassium_Level": 4.632607286, + "Sodium_Level": 141.0648388, + "Smoking_Pack_Years": 81.60011326 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.12914437, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.03198228, + "White_Blood_Cell_Count": 9.474961426, + "Platelet_Count": 398.8058692, + "Albumin_Level": 3.799042596, + "Alkaline_Phosphatase_Level": 109.0286215, + "Alanine_Aminotransferase_Level": 19.87670396, + "Aspartate_Aminotransferase_Level": 16.58455682, + "Creatinine_Level": 0.53231048, + "LDH_Level": 153.5559647, + "Calcium_Level": 9.970278035, + "Phosphorus_Level": 3.653621878, + "Glucose_Level": 120.5348855, + "Potassium_Level": 3.82623715, + "Sodium_Level": 143.9234026, + "Smoking_Pack_Years": 70.92723407 + }, + { + "Age": 41, + "Gender": "Female", 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.27978954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.78485433, + "White_Blood_Cell_Count": 7.538589873, + "Platelet_Count": 352.9002168, + "Albumin_Level": 3.249409261, + "Alkaline_Phosphatase_Level": 54.38967652, + "Alanine_Aminotransferase_Level": 37.7107488, + "Aspartate_Aminotransferase_Level": 47.3014649, + "Creatinine_Level": 1.432925725, + "LDH_Level": 193.7572547, + 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.11437425, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.71290577, + "White_Blood_Cell_Count": 6.698480979, + "Platelet_Count": 199.9052342, + "Albumin_Level": 4.903593461, + "Alkaline_Phosphatase_Level": 58.01638908, + "Alanine_Aminotransferase_Level": 33.96982059, + "Aspartate_Aminotransferase_Level": 28.77125687, + "Creatinine_Level": 0.749078831, + "LDH_Level": 229.6387664, + "Calcium_Level": 10.2589512, + "Phosphorus_Level": 4.952363772, + "Glucose_Level": 73.26228323, + "Potassium_Level": 4.707919904, + "Sodium_Level": 142.4569379, + "Smoking_Pack_Years": 41.03121069 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.0498928, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.34234634, + "White_Blood_Cell_Count": 6.226504601, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.08867308, + "White_Blood_Cell_Count": 9.514708824, + "Platelet_Count": 175.4397998, + "Albumin_Level": 3.208953118, + "Alkaline_Phosphatase_Level": 52.63094241, + "Alanine_Aminotransferase_Level": 20.79994805, + "Aspartate_Aminotransferase_Level": 32.51219826, + "Creatinine_Level": 0.984513465, + "LDH_Level": 110.0650203, + "Calcium_Level": 8.110711694, + "Phosphorus_Level": 4.473256955, + "Glucose_Level": 91.79310868, + "Potassium_Level": 4.792074152, + "Sodium_Level": 143.1750154, + "Smoking_Pack_Years": 54.10942529 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.80585353, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.42981069, + "White_Blood_Cell_Count": 5.127805887, + "Platelet_Count": 413.3730794, + "Albumin_Level": 4.427719509, + "Alkaline_Phosphatase_Level": 58.54601984, + "Alanine_Aminotransferase_Level": 36.29695113, + "Aspartate_Aminotransferase_Level": 26.01531438, + "Creatinine_Level": 0.722124465, + "LDH_Level": 247.5033673, + "Calcium_Level": 10.34898713, + "Phosphorus_Level": 4.143447154, + "Glucose_Level": 94.97522774, + "Potassium_Level": 4.465022257, + "Sodium_Level": 137.361768, + "Smoking_Pack_Years": 25.01345307 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.21627825, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.76842302, + "White_Blood_Cell_Count": 8.680908605, + "Platelet_Count": 381.3220873, + "Albumin_Level": 3.191949007, + "Alkaline_Phosphatase_Level": 73.31748956, + "Alanine_Aminotransferase_Level": 13.1354197, + "Aspartate_Aminotransferase_Level": 22.01056351, + "Creatinine_Level": 1.240359549, + "LDH_Level": 121.5879781, + "Calcium_Level": 9.498098355, + "Phosphorus_Level": 3.432718329, + "Glucose_Level": 100.8707767, + "Potassium_Level": 4.661912943, + "Sodium_Level": 140.4907337, + "Smoking_Pack_Years": 77.78329157 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.55139502, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.95261646, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.04012399, + "White_Blood_Cell_Count": 9.361634379, + "Platelet_Count": 360.2129115, + "Albumin_Level": 3.215405073, + "Alkaline_Phosphatase_Level": 75.10334415, + "Alanine_Aminotransferase_Level": 38.90265015, + "Aspartate_Aminotransferase_Level": 38.75795743, + "Creatinine_Level": 1.362608815, + "LDH_Level": 141.6617972, + "Calcium_Level": 8.069945717, + "Phosphorus_Level": 3.203837032, + "Glucose_Level": 128.0124638, + "Potassium_Level": 4.41345593, + "Sodium_Level": 136.8228741, + "Smoking_Pack_Years": 4.657494731 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.06632981, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.047385, + "White_Blood_Cell_Count": 7.798317781, + "Platelet_Count": 341.2990379, + "Albumin_Level": 3.263068711, + "Alkaline_Phosphatase_Level": 33.40869938, + "Alanine_Aminotransferase_Level": 26.43695339, + "Aspartate_Aminotransferase_Level": 21.74673939, + "Creatinine_Level": 0.899716723, + "LDH_Level": 138.0516663, + "Calcium_Level": 9.403872617, + "Phosphorus_Level": 3.973607155, + "Glucose_Level": 126.4942539, + "Potassium_Level": 4.829238862, + "Sodium_Level": 144.0866316, + "Smoking_Pack_Years": 81.43630362 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.93588161, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.05708927, + "White_Blood_Cell_Count": 8.792878246, + "Platelet_Count": 150.9386081, + "Albumin_Level": 3.349363895, + "Alkaline_Phosphatase_Level": 81.24066468, + "Alanine_Aminotransferase_Level": 15.70382648, + "Aspartate_Aminotransferase_Level": 30.12622942, + "Creatinine_Level": 1.362229187, + "LDH_Level": 181.2911054, + "Calcium_Level": 8.955791587, + "Phosphorus_Level": 4.987071664, + "Glucose_Level": 72.48803214, + "Potassium_Level": 4.375796537, + "Sodium_Level": 139.0158599, + "Smoking_Pack_Years": 64.04812975 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.28605959, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.53241377, + "White_Blood_Cell_Count": 4.866257566, + "Platelet_Count": 154.0129496, + "Albumin_Level": 3.610396621, + "Alkaline_Phosphatase_Level": 80.03159255, + "Alanine_Aminotransferase_Level": 22.95184403, + "Aspartate_Aminotransferase_Level": 42.77979517, + "Creatinine_Level": 1.25859164, + "LDH_Level": 127.8437956, + "Calcium_Level": 9.796512728, + "Phosphorus_Level": 4.997660308, + "Glucose_Level": 100.6475112, + "Potassium_Level": 4.557727442, + "Sodium_Level": 138.825546, + "Smoking_Pack_Years": 47.22714356 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.71977233, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.78919007, + "White_Blood_Cell_Count": 7.109964417, + "Platelet_Count": 189.1477447, + "Albumin_Level": 4.497253173, + "Alkaline_Phosphatase_Level": 56.06844062, + "Alanine_Aminotransferase_Level": 17.56355748, + "Aspartate_Aminotransferase_Level": 27.85729623, + "Creatinine_Level": 0.526227188, + "LDH_Level": 158.2482005, + "Calcium_Level": 8.344741839, + "Phosphorus_Level": 3.604438922, + "Glucose_Level": 108.8582958, + "Potassium_Level": 4.787878156, + "Sodium_Level": 135.9644975, + "Smoking_Pack_Years": 49.91398962 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.69970605, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.79943561, + "White_Blood_Cell_Count": 8.557695258, + "Platelet_Count": 370.7460482, + "Albumin_Level": 3.317392438, + "Alkaline_Phosphatase_Level": 117.4234406, + "Alanine_Aminotransferase_Level": 11.73718857, + "Aspartate_Aminotransferase_Level": 33.63759856, + "Creatinine_Level": 1.45293971, + "LDH_Level": 144.6613128, + "Calcium_Level": 10.28354575, + "Phosphorus_Level": 3.720294332, + "Glucose_Level": 107.0021989, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 9.045523862, + "Aspartate_Aminotransferase_Level": 30.41772863, + "Creatinine_Level": 1.265502151, + "LDH_Level": 201.4414448, + "Calcium_Level": 10.05677265, + "Phosphorus_Level": 3.886130569, + "Glucose_Level": 122.0461935, + "Potassium_Level": 3.543054382, + "Sodium_Level": 137.8768966, + "Smoking_Pack_Years": 83.44247303 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.62870408, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.87526538, + "White_Blood_Cell_Count": 9.524895888, + "Platelet_Count": 405.8182614, + "Albumin_Level": 4.817238807, + "Alkaline_Phosphatase_Level": 67.13528261, + "Alanine_Aminotransferase_Level": 22.57663778, + "Aspartate_Aminotransferase_Level": 24.57625852, + "Creatinine_Level": 1.074686998, + "LDH_Level": 230.2950874, + "Calcium_Level": 9.401848573, + "Phosphorus_Level": 4.812700618, + "Glucose_Level": 119.7164943, + "Potassium_Level": 4.38198603, + "Sodium_Level": 139.8508856, + "Smoking_Pack_Years": 97.67823699 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.62592876, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 33.5623173, + "Aspartate_Aminotransferase_Level": 27.98087133, + "Creatinine_Level": 1.143583511, + "LDH_Level": 116.5129931, + "Calcium_Level": 9.193336358, + "Phosphorus_Level": 2.734125953, + "Glucose_Level": 131.8365189, + "Potassium_Level": 4.183426864, + "Sodium_Level": 141.5389028, + "Smoking_Pack_Years": 74.11339927 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.82967265, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.39144579, + "White_Blood_Cell_Count": 5.073802866, + "Platelet_Count": 436.9491401, + "Albumin_Level": 3.55687457, + "Alkaline_Phosphatase_Level": 59.81630489, + "Alanine_Aminotransferase_Level": 34.88583224, + "Aspartate_Aminotransferase_Level": 35.47381018, + "Creatinine_Level": 0.819435653, + "LDH_Level": 162.8113281, + "Calcium_Level": 8.694476262, + "Phosphorus_Level": 2.697655541, + "Glucose_Level": 127.1947299, + "Potassium_Level": 3.990777449, + "Sodium_Level": 144.6923814, + "Smoking_Pack_Years": 24.00549918 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.39004202, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.00248908, + "White_Blood_Cell_Count": 3.576827296, + "Platelet_Count": 372.7749861, + "Albumin_Level": 4.515617234, + "Alkaline_Phosphatase_Level": 41.84993328, + "Alanine_Aminotransferase_Level": 30.35968409, + "Aspartate_Aminotransferase_Level": 46.58003483, + "Creatinine_Level": 0.709189083, + "LDH_Level": 185.5821155, + "Calcium_Level": 10.06829799, + "Phosphorus_Level": 4.679173149, + "Glucose_Level": 99.83581637, + "Potassium_Level": 4.946956219, + "Sodium_Level": 136.7600093, + "Smoking_Pack_Years": 95.58906992 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.11006922, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.37321867, + "White_Blood_Cell_Count": 9.414109766, + "Platelet_Count": 331.0541104, + "Albumin_Level": 3.778795011, + "Alkaline_Phosphatase_Level": 71.4043213, + "Alanine_Aminotransferase_Level": 19.98166444, + "Aspartate_Aminotransferase_Level": 27.84300995, + "Creatinine_Level": 1.107659562, + "LDH_Level": 130.3930582, + "Calcium_Level": 8.523458887, + "Phosphorus_Level": 3.468134236, + "Glucose_Level": 143.9227311, + "Potassium_Level": 4.807970427, + "Sodium_Level": 140.5406406, + "Smoking_Pack_Years": 90.51666772 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.40975642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.01637371, + "White_Blood_Cell_Count": 8.446757933, + "Platelet_Count": 226.2442326, + "Albumin_Level": 4.287326529, + "Alkaline_Phosphatase_Level": 77.66974081, + "Alanine_Aminotransferase_Level": 30.24152349, + "Aspartate_Aminotransferase_Level": 21.87360749, + "Creatinine_Level": 0.626746977, + "LDH_Level": 198.858824, + "Calcium_Level": 9.896358336, + "Phosphorus_Level": 2.599682964, + "Glucose_Level": 137.7831908, + "Potassium_Level": 3.92424207, + "Sodium_Level": 136.3485234, + "Smoking_Pack_Years": 52.42881122 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.80934981, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.50749452, + "White_Blood_Cell_Count": 7.564794606, + "Platelet_Count": 157.2676777, + "Albumin_Level": 4.924744033, + "Alkaline_Phosphatase_Level": 50.99727712, + "Alanine_Aminotransferase_Level": 10.50703117, + "Aspartate_Aminotransferase_Level": 30.50592387, + "Creatinine_Level": 1.324992478, + "LDH_Level": 116.7735275, + "Calcium_Level": 8.159721215, + "Phosphorus_Level": 3.567099395, + "Glucose_Level": 89.92724471, + "Potassium_Level": 4.221811109, + "Sodium_Level": 139.1939762, + "Smoking_Pack_Years": 50.01646906 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": 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9.902821725, + "Phosphorus_Level": 3.197842433, + "Glucose_Level": 129.5115933, + "Potassium_Level": 4.217745329, + "Sodium_Level": 143.5129784, + "Smoking_Pack_Years": 22.43629497 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.11694291, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.50706818, + "White_Blood_Cell_Count": 4.56781495, + "Platelet_Count": 393.1780527, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.42154482, + "White_Blood_Cell_Count": 9.144050255, + "Platelet_Count": 258.6670311, + "Albumin_Level": 4.986873667, + "Alkaline_Phosphatase_Level": 98.14801878, + "Alanine_Aminotransferase_Level": 29.57852303, + "Aspartate_Aminotransferase_Level": 44.1048566, + "Creatinine_Level": 1.120187523, + "LDH_Level": 183.2491516, + "Calcium_Level": 10.43890065, + "Phosphorus_Level": 4.169437402, + "Glucose_Level": 137.7978474, + "Potassium_Level": 4.24784893, + "Sodium_Level": 136.6272636, + "Smoking_Pack_Years": 42.48999225 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": 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10.19174021, + "Phosphorus_Level": 4.115833999, + "Glucose_Level": 126.7467309, + "Potassium_Level": 3.962944263, + "Sodium_Level": 142.2742584, + "Smoking_Pack_Years": 54.36329594 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.29361302, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.33553539, + "White_Blood_Cell_Count": 3.518994886, + "Platelet_Count": 423.2993684, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.02414518, + "White_Blood_Cell_Count": 7.822077546, + "Platelet_Count": 286.4529811, + "Albumin_Level": 4.605745433, + "Alkaline_Phosphatase_Level": 100.6644428, + "Alanine_Aminotransferase_Level": 11.89232693, + "Aspartate_Aminotransferase_Level": 45.41716622, + "Creatinine_Level": 1.343105431, + "LDH_Level": 182.5402206, + "Calcium_Level": 10.29598186, + "Phosphorus_Level": 3.031387235, + "Glucose_Level": 132.7518531, + "Potassium_Level": 4.259718533, + "Sodium_Level": 135.6532434, + "Smoking_Pack_Years": 72.48181869 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.41866384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.08837744, + "White_Blood_Cell_Count": 5.190533095, + "Platelet_Count": 365.5650913, + "Albumin_Level": 3.23812817, + "Alkaline_Phosphatase_Level": 59.65872628, + "Alanine_Aminotransferase_Level": 27.2169276, + "Aspartate_Aminotransferase_Level": 37.2225707, + "Creatinine_Level": 1.349226292, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.02767027, + "White_Blood_Cell_Count": 7.923824599, + "Platelet_Count": 196.6535347, + "Albumin_Level": 4.522264728, + "Alkaline_Phosphatase_Level": 51.11210239, + "Alanine_Aminotransferase_Level": 13.93437108, + "Aspartate_Aminotransferase_Level": 17.19215211, + "Creatinine_Level": 1.311750916, + "LDH_Level": 214.5209913, + "Calcium_Level": 9.50060569, + "Phosphorus_Level": 2.703353224, + "Glucose_Level": 117.6229734, + "Potassium_Level": 4.407887098, + "Sodium_Level": 139.0801671, + "Smoking_Pack_Years": 4.06905722 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.73753535, + "White_Blood_Cell_Count": 7.421059555, + "Platelet_Count": 377.8988762, + "Albumin_Level": 4.368003528, + "Alkaline_Phosphatase_Level": 43.96615711, + "Alanine_Aminotransferase_Level": 29.13269658, + "Aspartate_Aminotransferase_Level": 46.76821755, + "Creatinine_Level": 1.046307087, + "LDH_Level": 238.1196427, + "Calcium_Level": 8.637824425, + "Phosphorus_Level": 2.68996178, + "Glucose_Level": 95.8210538, + "Potassium_Level": 3.755323556, + "Sodium_Level": 140.1124177, + "Smoking_Pack_Years": 87.3007122 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.85551775, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.21195696, + "White_Blood_Cell_Count": 7.109588066, + "Platelet_Count": 448.7330204, + "Albumin_Level": 3.499449813, + "Alkaline_Phosphatase_Level": 38.06316224, + "Alanine_Aminotransferase_Level": 9.743449926, + "Aspartate_Aminotransferase_Level": 49.43153372, + "Creatinine_Level": 0.908945573, + "LDH_Level": 172.1347683, + "Calcium_Level": 8.629441576, + "Phosphorus_Level": 3.61875552, + "Glucose_Level": 105.1003807, + "Potassium_Level": 4.023642793, + "Sodium_Level": 140.9779625, + "Smoking_Pack_Years": 6.754835366 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.92977396, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.93877458, + "White_Blood_Cell_Count": 4.74543506, + "Platelet_Count": 387.9347743, + "Albumin_Level": 4.786999775, + "Alkaline_Phosphatase_Level": 75.95922984, + "Alanine_Aminotransferase_Level": 11.37605163, + "Aspartate_Aminotransferase_Level": 35.68101593, + "Creatinine_Level": 1.263764749, + "LDH_Level": 211.4176498, + "Calcium_Level": 9.860664207, + "Phosphorus_Level": 4.602334604, + "Glucose_Level": 109.9945246, + "Potassium_Level": 3.763867161, + "Sodium_Level": 136.1570228, + "Smoking_Pack_Years": 52.12009215 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.91885466, + "Tumor_Location": "Lower 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"Glucose_Level": 73.14233738, + "Potassium_Level": 4.314310414, + "Sodium_Level": 136.0493323, + "Smoking_Pack_Years": 89.29442168 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.30913048, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.565832, + "White_Blood_Cell_Count": 9.555781348, + "Platelet_Count": 369.2149479, + "Albumin_Level": 4.569277177, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.31243369, + "White_Blood_Cell_Count": 7.274889811, + "Platelet_Count": 348.1690384, + "Albumin_Level": 3.379579707, + "Alkaline_Phosphatase_Level": 82.46469879, + "Alanine_Aminotransferase_Level": 29.85855676, + "Aspartate_Aminotransferase_Level": 34.37677548, + "Creatinine_Level": 1.267565923, + "LDH_Level": 206.6596787, + "Calcium_Level": 8.279810059, + "Phosphorus_Level": 2.506923112, + "Glucose_Level": 87.10260453, + "Potassium_Level": 4.228528478, + "Sodium_Level": 144.4730728, + "Smoking_Pack_Years": 64.4783822 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.48425703, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.22768214, + "White_Blood_Cell_Count": 4.338676147, + "Platelet_Count": 340.8037818, + "Albumin_Level": 3.807330273, + "Alkaline_Phosphatase_Level": 65.37442292, + "Alanine_Aminotransferase_Level": 10.14756018, + "Aspartate_Aminotransferase_Level": 48.59049585, + "Creatinine_Level": 1.000970493, + "LDH_Level": 199.6844024, + "Calcium_Level": 8.330751995, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.86114898, + "White_Blood_Cell_Count": 8.673437193, + "Platelet_Count": 387.6900557, + "Albumin_Level": 3.736517874, + "Alkaline_Phosphatase_Level": 34.36851573, + "Alanine_Aminotransferase_Level": 28.41336106, + "Aspartate_Aminotransferase_Level": 48.0782085, + "Creatinine_Level": 1.173925039, + "LDH_Level": 168.0497997, + "Calcium_Level": 10.41902736, + "Phosphorus_Level": 3.096175798, + "Glucose_Level": 74.11082095, + "Potassium_Level": 4.523256939, + "Sodium_Level": 136.7832506, + "Smoking_Pack_Years": 87.26185326 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Tumor_Size_mm": 10.88046422, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.2544406, + "White_Blood_Cell_Count": 6.439310048, + "Platelet_Count": 425.2407268, + "Albumin_Level": 4.011569064, + "Alkaline_Phosphatase_Level": 117.1389304, + "Alanine_Aminotransferase_Level": 24.84883639, + "Aspartate_Aminotransferase_Level": 35.07343223, + "Creatinine_Level": 1.285261242, + "LDH_Level": 137.9053391, + "Calcium_Level": 8.819101259, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.95312135, + "White_Blood_Cell_Count": 4.791041693, + "Platelet_Count": 165.1044467, + "Albumin_Level": 4.868181884, + "Alkaline_Phosphatase_Level": 119.6804716, + "Alanine_Aminotransferase_Level": 25.3224473, + "Aspartate_Aminotransferase_Level": 33.31464954, + "Creatinine_Level": 0.51942286, + "LDH_Level": 193.516107, + "Calcium_Level": 8.154563073, + "Phosphorus_Level": 2.874777714, + "Glucose_Level": 109.2046189, + "Potassium_Level": 3.817367581, + "Sodium_Level": 139.2533661, + "Smoking_Pack_Years": 2.754489145 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 10.24920052, + "Phosphorus_Level": 2.91589723, + "Glucose_Level": 146.4777527, + "Potassium_Level": 4.956464073, + "Sodium_Level": 138.3101949, + "Smoking_Pack_Years": 24.59464212 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.18956581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.42860112, + "White_Blood_Cell_Count": 6.239622863, + "Platelet_Count": 303.400638, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.48608776, + "White_Blood_Cell_Count": 8.239845917, + "Platelet_Count": 285.2359102, + "Albumin_Level": 3.195766668, + "Alkaline_Phosphatase_Level": 51.07892555, + "Alanine_Aminotransferase_Level": 39.0607607, + "Aspartate_Aminotransferase_Level": 27.64556698, + "Creatinine_Level": 0.83686832, + "LDH_Level": 154.2655529, + "Calcium_Level": 10.43322998, + "Phosphorus_Level": 3.774687025, + "Glucose_Level": 104.2654908, + "Potassium_Level": 4.17084921, + "Sodium_Level": 144.0086551, + "Smoking_Pack_Years": 16.1169404 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.99218822, + "White_Blood_Cell_Count": 6.845592944, + "Platelet_Count": 399.106243, + "Albumin_Level": 4.025972027, + "Alkaline_Phosphatase_Level": 64.16500157, + "Alanine_Aminotransferase_Level": 34.61829521, + "Aspartate_Aminotransferase_Level": 43.94986296, + "Creatinine_Level": 0.646944786, + "LDH_Level": 206.6211708, + "Calcium_Level": 10.40856138, + "Phosphorus_Level": 4.142738298, + "Glucose_Level": 96.21403179, + "Potassium_Level": 4.041333422, + "Sodium_Level": 139.1561264, + "Smoking_Pack_Years": 82.33975154 + }, + { + "Age": 67, + "Gender": "Female", 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120.7214549, + "Calcium_Level": 9.081632374, + "Phosphorus_Level": 4.599725086, + "Glucose_Level": 78.11781462, + "Potassium_Level": 3.864233573, + "Sodium_Level": 141.29148, + "Smoking_Pack_Years": 54.05196609 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.15139033, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.83685492, + "White_Blood_Cell_Count": 4.035605877, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.44575838, + "White_Blood_Cell_Count": 9.080633175, + "Platelet_Count": 200.0669478, + "Albumin_Level": 4.843344437, + "Alkaline_Phosphatase_Level": 84.72423186, + "Alanine_Aminotransferase_Level": 28.9158852, + "Aspartate_Aminotransferase_Level": 40.61416699, + "Creatinine_Level": 1.225033432, + "LDH_Level": 188.6884548, + "Calcium_Level": 9.07567795, + "Phosphorus_Level": 2.603560531, + "Glucose_Level": 125.1408301, + "Potassium_Level": 4.561124616, + "Sodium_Level": 135.5183973, + "Smoking_Pack_Years": 91.16554404 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.22840696, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.76833109, + "White_Blood_Cell_Count": 5.359382002, + "Platelet_Count": 436.2842707, + "Albumin_Level": 3.992667548, + "Alkaline_Phosphatase_Level": 104.3432046, + "Alanine_Aminotransferase_Level": 9.197624539, + "Aspartate_Aminotransferase_Level": 11.57023453, + "Creatinine_Level": 1.216441844, + "LDH_Level": 247.7749022, + "Calcium_Level": 9.969310353, + "Phosphorus_Level": 3.160490762, + "Glucose_Level": 106.6262609, + "Potassium_Level": 4.886097108, + "Sodium_Level": 137.3616591, + "Smoking_Pack_Years": 4.579612752 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.80909185, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.19088618, + "White_Blood_Cell_Count": 4.071143091, + "Platelet_Count": 373.9464446, + "Albumin_Level": 4.224087952, + "Alkaline_Phosphatase_Level": 102.1162934, + "Alanine_Aminotransferase_Level": 34.56982543, + "Aspartate_Aminotransferase_Level": 23.71487488, + "Creatinine_Level": 0.886396434, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.79435874, + "White_Blood_Cell_Count": 7.686978822, + "Platelet_Count": 321.3891714, + "Albumin_Level": 3.889874192, + "Alkaline_Phosphatase_Level": 53.38327139, + "Alanine_Aminotransferase_Level": 18.97233805, + "Aspartate_Aminotransferase_Level": 30.88504451, + "Creatinine_Level": 1.244323499, + "LDH_Level": 196.3913755, + "Calcium_Level": 10.246322, + "Phosphorus_Level": 2.855527865, + "Glucose_Level": 132.977162, + "Potassium_Level": 3.779437922, + "Sodium_Level": 135.0548514, + "Smoking_Pack_Years": 55.94522169 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.74930542, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Hispanic", 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{ + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.2379541, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.24567265, + "White_Blood_Cell_Count": 4.485819136, + "Platelet_Count": 316.7919418, + "Albumin_Level": 3.007042664, + "Alkaline_Phosphatase_Level": 36.83268252, + "Alanine_Aminotransferase_Level": 36.74254727, + "Aspartate_Aminotransferase_Level": 36.41315236, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.43296315, + "White_Blood_Cell_Count": 4.205253606, + "Platelet_Count": 236.4631719, + "Albumin_Level": 4.329892907, + "Alkaline_Phosphatase_Level": 52.95239563, + "Alanine_Aminotransferase_Level": 20.84483678, + "Aspartate_Aminotransferase_Level": 16.35972679, + "Creatinine_Level": 0.54147059, + "LDH_Level": 212.7796412, + "Calcium_Level": 9.82174562, + "Phosphorus_Level": 4.151368634, + "Glucose_Level": 76.94138085, + "Potassium_Level": 3.709916396, + "Sodium_Level": 140.9189677, + "Smoking_Pack_Years": 97.66607803 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.22180065, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.57797348, + "White_Blood_Cell_Count": 7.392105371, + "Platelet_Count": 440.4257496, + "Albumin_Level": 4.566975271, + "Alkaline_Phosphatase_Level": 44.63244676, + "Alanine_Aminotransferase_Level": 32.43022542, + "Aspartate_Aminotransferase_Level": 12.22277229, + "Creatinine_Level": 0.79924268, + "LDH_Level": 190.004807, + "Calcium_Level": 10.05874803, + "Phosphorus_Level": 3.865066917, + "Glucose_Level": 149.7680998, + "Potassium_Level": 4.032692734, + "Sodium_Level": 143.5529972, + "Smoking_Pack_Years": 59.02795738 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.54897725, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.54684622, + "White_Blood_Cell_Count": 7.608621095, + "Platelet_Count": 220.0872064, + "Albumin_Level": 3.957903591, + "Alkaline_Phosphatase_Level": 117.5643993, + "Alanine_Aminotransferase_Level": 13.00067646, + "Aspartate_Aminotransferase_Level": 33.95182886, + "Creatinine_Level": 0.954659388, + "LDH_Level": 120.1653015, + "Calcium_Level": 9.736055369, + "Phosphorus_Level": 2.596438935, + "Glucose_Level": 70.48092742, + "Potassium_Level": 4.61139102, + "Sodium_Level": 139.3110803, + "Smoking_Pack_Years": 97.81513238 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.85619037, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.39763239, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.33869325, + "White_Blood_Cell_Count": 3.961520943, + "Platelet_Count": 329.338625, + "Albumin_Level": 3.792894355, + "Alkaline_Phosphatase_Level": 88.91919217, + "Alanine_Aminotransferase_Level": 17.19583544, + "Aspartate_Aminotransferase_Level": 37.86396224, + "Creatinine_Level": 1.262125141, + "LDH_Level": 159.016007, + "Calcium_Level": 8.276577283, + "Phosphorus_Level": 4.099307515, + "Glucose_Level": 78.85299094, + "Potassium_Level": 4.122670392, + "Sodium_Level": 137.9411179, + "Smoking_Pack_Years": 41.28271416 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.35705819, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 29.32385511, + "Creatinine_Level": 0.750733756, + "LDH_Level": 187.2380068, + "Calcium_Level": 9.068528957, + "Phosphorus_Level": 3.921065277, + "Glucose_Level": 92.17573338, + "Potassium_Level": 4.874805896, + "Sodium_Level": 135.3039797, + "Smoking_Pack_Years": 96.93686892 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.53148209, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.74563198, + "White_Blood_Cell_Count": 5.365289297, + "Platelet_Count": 280.2217585, + "Albumin_Level": 4.094861374, + "Alkaline_Phosphatase_Level": 117.5690958, + "Alanine_Aminotransferase_Level": 15.94330125, + "Aspartate_Aminotransferase_Level": 48.30416712, + "Creatinine_Level": 1.411292113, + "LDH_Level": 180.7770053, + "Calcium_Level": 8.305197801, + "Phosphorus_Level": 4.296751172, + "Glucose_Level": 127.631253, + "Potassium_Level": 4.623609159, + "Sodium_Level": 136.2590246, + "Smoking_Pack_Years": 48.22153265 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.27808094, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.03317774, + "White_Blood_Cell_Count": 3.529679058, + "Platelet_Count": 186.3293989, + "Albumin_Level": 3.842278569, + "Alkaline_Phosphatase_Level": 77.13640682, + "Alanine_Aminotransferase_Level": 39.69855189, + "Aspartate_Aminotransferase_Level": 14.06979474, + "Creatinine_Level": 0.61132635, + "LDH_Level": 129.4862174, + "Calcium_Level": 8.001674466, + "Phosphorus_Level": 2.670342712, + "Glucose_Level": 123.2683299, + "Potassium_Level": 3.752278193, + "Sodium_Level": 141.391179, + "Smoking_Pack_Years": 7.786646721 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.67986315, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.75511776, + "White_Blood_Cell_Count": 8.697668609, + "Platelet_Count": 224.6639386, + "Albumin_Level": 4.455553362, + "Alkaline_Phosphatase_Level": 92.71912448, + "Alanine_Aminotransferase_Level": 29.78476699, + "Aspartate_Aminotransferase_Level": 35.12394794, + "Creatinine_Level": 1.496909192, + "LDH_Level": 136.0368932, + "Calcium_Level": 8.35568306, + "Phosphorus_Level": 3.905309516, + "Glucose_Level": 115.7848719, + "Potassium_Level": 3.969399252, + "Sodium_Level": 144.4761858, + "Smoking_Pack_Years": 41.32657392 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.10448919, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.26167786, + "White_Blood_Cell_Count": 5.908297136, + "Platelet_Count": 353.3536524, + "Albumin_Level": 3.88627934, + "Alkaline_Phosphatase_Level": 109.0740464, + "Alanine_Aminotransferase_Level": 21.8043083, + "Aspartate_Aminotransferase_Level": 32.17630637, + "Creatinine_Level": 1.336750148, + "LDH_Level": 154.3539482, + "Calcium_Level": 8.163950435, + "Phosphorus_Level": 4.478627385, + "Glucose_Level": 74.11806988, + "Potassium_Level": 3.703894308, + "Sodium_Level": 143.6608545, + "Smoking_Pack_Years": 23.09047186 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.73831719, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.26311039, + "White_Blood_Cell_Count": 9.08684639, + "Platelet_Count": 373.8882204, + "Albumin_Level": 4.459731395, + "Alkaline_Phosphatase_Level": 87.35784645, + "Alanine_Aminotransferase_Level": 29.89819338, + "Aspartate_Aminotransferase_Level": 12.09713482, + "Creatinine_Level": 1.495996198, + "LDH_Level": 179.6718427, + "Calcium_Level": 10.45604499, + "Phosphorus_Level": 2.779626324, + "Glucose_Level": 121.6695981, + "Potassium_Level": 4.368755518, + "Sodium_Level": 138.4427173, + "Smoking_Pack_Years": 34.63418609 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.88515807, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.04083411, + "White_Blood_Cell_Count": 8.40899736, + "Platelet_Count": 445.4814072, + "Albumin_Level": 4.381418144, + "Alkaline_Phosphatase_Level": 109.6171067, + "Alanine_Aminotransferase_Level": 20.13161143, + "Aspartate_Aminotransferase_Level": 48.97880656, + "Creatinine_Level": 1.11327088, + "LDH_Level": 153.6303021, + "Calcium_Level": 10.03140413, + "Phosphorus_Level": 3.589445918, + "Glucose_Level": 82.37341208, + "Potassium_Level": 4.567643878, + "Sodium_Level": 143.1762404, + "Smoking_Pack_Years": 42.52777203 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.39373879, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.35377155, + "White_Blood_Cell_Count": 7.704275902, + "Platelet_Count": 157.2903576, + "Albumin_Level": 3.222448024, + "Alkaline_Phosphatase_Level": 84.93280173, + "Alanine_Aminotransferase_Level": 17.62197896, + "Aspartate_Aminotransferase_Level": 16.8775452, + "Creatinine_Level": 1.056572465, + "LDH_Level": 207.8149805, + "Calcium_Level": 10.46085543, + "Phosphorus_Level": 2.954958759, + "Glucose_Level": 138.6510119, + "Potassium_Level": 4.368636127, + "Sodium_Level": 144.5333788, + "Smoking_Pack_Years": 74.89919397 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.4804943, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.15698045, + "White_Blood_Cell_Count": 3.635230374, + "Platelet_Count": 176.0866709, + "Albumin_Level": 3.049460064, + "Alkaline_Phosphatase_Level": 44.59321193, + "Alanine_Aminotransferase_Level": 28.17717685, + "Aspartate_Aminotransferase_Level": 30.6735421, + "Creatinine_Level": 0.629772547, + "LDH_Level": 243.2432173, + "Calcium_Level": 9.117338526, + "Phosphorus_Level": 2.908832809, + "Glucose_Level": 76.30709456, + "Potassium_Level": 3.706771295, + "Sodium_Level": 142.2249871, + "Smoking_Pack_Years": 85.28935538 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.91712923, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.70622544, + "White_Blood_Cell_Count": 6.527456562, + "Platelet_Count": 428.1352835, + "Albumin_Level": 4.291931511, + "Alkaline_Phosphatase_Level": 72.93913876, + "Alanine_Aminotransferase_Level": 24.05678282, + "Aspartate_Aminotransferase_Level": 32.69181032, + "Creatinine_Level": 1.436251985, + "LDH_Level": 164.9525868, + "Calcium_Level": 8.310808238, + "Phosphorus_Level": 3.200124994, + "Glucose_Level": 137.2102957, + "Potassium_Level": 4.473472567, + "Sodium_Level": 138.1671754, + "Smoking_Pack_Years": 7.067452343 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.26603568, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.01179212, + "White_Blood_Cell_Count": 6.757090583, + "Platelet_Count": 396.3828399, + "Albumin_Level": 3.963408264, + "Alkaline_Phosphatase_Level": 68.26900155, + "Alanine_Aminotransferase_Level": 10.17113266, + "Aspartate_Aminotransferase_Level": 21.89529887, + "Creatinine_Level": 0.506225558, + "LDH_Level": 156.1184151, + "Calcium_Level": 8.561460813, + "Phosphorus_Level": 4.944891947, + "Glucose_Level": 100.2855453, + "Potassium_Level": 4.340222569, + "Sodium_Level": 139.6600343, + "Smoking_Pack_Years": 47.74341902 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.88009661, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.80078806, + "White_Blood_Cell_Count": 5.453616827, + "Platelet_Count": 330.1146403, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.80958274, + "White_Blood_Cell_Count": 6.953054921, + "Platelet_Count": 425.2827536, + "Albumin_Level": 3.323856423, + "Alkaline_Phosphatase_Level": 54.46932576, + "Alanine_Aminotransferase_Level": 36.97473915, + "Aspartate_Aminotransferase_Level": 42.26814625, + "Creatinine_Level": 0.895354538, + "LDH_Level": 193.8228574, + "Calcium_Level": 8.065085958, + "Phosphorus_Level": 3.084238498, + "Glucose_Level": 92.98306208, + "Potassium_Level": 4.878937632, + "Sodium_Level": 142.0524762, + "Smoking_Pack_Years": 81.55210131 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.742014078, + "Phosphorus_Level": 4.279506905, + "Glucose_Level": 123.4213936, + "Potassium_Level": 3.862653542, + "Sodium_Level": 141.7907953, + "Smoking_Pack_Years": 38.05274806 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.18073079, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.34456143, + "White_Blood_Cell_Count": 7.961845137, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.75427891, + "White_Blood_Cell_Count": 6.696133895, + "Platelet_Count": 355.0371027, + "Albumin_Level": 4.937461123, + "Alkaline_Phosphatase_Level": 98.89057194, + "Alanine_Aminotransferase_Level": 31.13765836, + "Aspartate_Aminotransferase_Level": 26.28578513, + "Creatinine_Level": 0.867285529, + "LDH_Level": 160.341817, + "Calcium_Level": 8.233194443, + "Phosphorus_Level": 2.662998269, + "Glucose_Level": 105.4063198, + "Potassium_Level": 3.874420959, + "Sodium_Level": 141.6930868, + "Smoking_Pack_Years": 62.52254905 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.90050513, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.75131948, + "White_Blood_Cell_Count": 3.701661209, + "Platelet_Count": 207.12853, + "Albumin_Level": 4.763565994, + "Alkaline_Phosphatase_Level": 48.67007345, + "Alanine_Aminotransferase_Level": 15.86897625, + "Aspartate_Aminotransferase_Level": 32.55577968, + "Creatinine_Level": 1.190868694, + "LDH_Level": 148.8146087, + "Calcium_Level": 10.43439081, + "Phosphorus_Level": 3.528149729, + "Glucose_Level": 149.0639109, + "Potassium_Level": 4.734331854, + "Sodium_Level": 141.8408976, + "Smoking_Pack_Years": 10.17698336 + }, + { + "Age": 57, + "Gender": 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196.8866768, + "Calcium_Level": 9.970742054, + "Phosphorus_Level": 3.2905097, + "Glucose_Level": 93.68635003, + "Potassium_Level": 4.485752809, + "Sodium_Level": 135.2957689, + "Smoking_Pack_Years": 95.55225294 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.26827707, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.91150758, + "White_Blood_Cell_Count": 5.681467179, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.55210761, + "White_Blood_Cell_Count": 5.563705594, + "Platelet_Count": 214.6803771, + "Albumin_Level": 3.222138052, + "Alkaline_Phosphatase_Level": 71.4930099, + "Alanine_Aminotransferase_Level": 25.29363398, + "Aspartate_Aminotransferase_Level": 21.8742503, + "Creatinine_Level": 0.766476529, + "LDH_Level": 165.35413, + "Calcium_Level": 9.310940823, + "Phosphorus_Level": 4.794057475, + "Glucose_Level": 90.77743016, + "Potassium_Level": 4.090371531, + "Sodium_Level": 141.3902737, + "Smoking_Pack_Years": 19.42704506 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.1103998, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.81345031, + "White_Blood_Cell_Count": 7.933741436, + "Platelet_Count": 160.6857696, + "Albumin_Level": 4.524432041, + "Alkaline_Phosphatase_Level": 55.68445853, + "Alanine_Aminotransferase_Level": 34.80593522, + "Aspartate_Aminotransferase_Level": 43.89530182, + "Creatinine_Level": 0.864200136, + "LDH_Level": 212.6435669, + "Calcium_Level": 8.811287973, + "Phosphorus_Level": 4.590513816, + "Glucose_Level": 81.9840849, + "Potassium_Level": 4.279364892, + "Sodium_Level": 135.6567362, + "Smoking_Pack_Years": 18.41742347 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.35295864, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.33455216, + "White_Blood_Cell_Count": 8.424022815, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.36330751, + "White_Blood_Cell_Count": 7.840626711, + "Platelet_Count": 291.8798514, + "Albumin_Level": 3.903404681, + "Alkaline_Phosphatase_Level": 85.97110047, + "Alanine_Aminotransferase_Level": 19.95698941, + "Aspartate_Aminotransferase_Level": 33.33623476, + "Creatinine_Level": 1.442236475, + "LDH_Level": 201.138697, + "Calcium_Level": 10.33764521, + "Phosphorus_Level": 4.078619191, + "Glucose_Level": 72.28948679, + "Potassium_Level": 4.911506165, + "Sodium_Level": 143.3905754, + "Smoking_Pack_Years": 34.98721336 + }, + { + "Age": 55, + "Gender": 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"Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.19246463, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.2618829, + "White_Blood_Cell_Count": 7.228632268, + "Platelet_Count": 334.6020366, + "Albumin_Level": 3.022914987, + "Alkaline_Phosphatase_Level": 105.6495598, + "Alanine_Aminotransferase_Level": 30.36158005, + "Aspartate_Aminotransferase_Level": 17.39860372, + "Creatinine_Level": 0.880214926, + "LDH_Level": 192.6326218, + "Calcium_Level": 10.13315435, + "Phosphorus_Level": 4.213724615, + "Glucose_Level": 133.9044097, + "Potassium_Level": 4.854671611, + "Sodium_Level": 141.9490553, + "Smoking_Pack_Years": 4.545824151 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.58146454, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.74194575, + "White_Blood_Cell_Count": 8.330577608, + 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230.2724517, + "Calcium_Level": 9.827354375, + "Phosphorus_Level": 4.374895459, + "Glucose_Level": 101.2422262, + "Potassium_Level": 4.257871709, + "Sodium_Level": 138.3164387, + "Smoking_Pack_Years": 6.008714429 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.82843956, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.01976085, + "White_Blood_Cell_Count": 4.295468517, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.09584633, + "White_Blood_Cell_Count": 5.262913593, + "Platelet_Count": 384.6446563, + "Albumin_Level": 4.922018779, + "Alkaline_Phosphatase_Level": 36.94232109, + "Alanine_Aminotransferase_Level": 37.60117491, + "Aspartate_Aminotransferase_Level": 45.16800839, + "Creatinine_Level": 0.769541178, + "LDH_Level": 230.9195174, + "Calcium_Level": 8.197621738, + "Phosphorus_Level": 3.608567558, + "Glucose_Level": 115.7847466, + "Potassium_Level": 4.124063118, + "Sodium_Level": 139.6881503, + "Smoking_Pack_Years": 60.89014444 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.16051376, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.32071638, + "White_Blood_Cell_Count": 6.398323099, + "Platelet_Count": 170.2057769, + "Albumin_Level": 3.775756992, + "Alkaline_Phosphatase_Level": 102.3522714, + "Alanine_Aminotransferase_Level": 13.49952971, + "Aspartate_Aminotransferase_Level": 14.92455383, + "Creatinine_Level": 1.348116547, + "LDH_Level": 147.8162048, + "Calcium_Level": 8.009613829, + "Phosphorus_Level": 3.977274581, + "Glucose_Level": 100.3720815, + "Potassium_Level": 4.94026103, + "Sodium_Level": 135.9305378, + "Smoking_Pack_Years": 31.55996887 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.78210323, + "White_Blood_Cell_Count": 7.612378852, + "Platelet_Count": 440.1130138, + "Albumin_Level": 4.806863443, + "Alkaline_Phosphatase_Level": 76.24597471, + "Alanine_Aminotransferase_Level": 34.75812951, + "Aspartate_Aminotransferase_Level": 35.61339848, + "Creatinine_Level": 1.260743935, + "LDH_Level": 145.5678386, + "Calcium_Level": 9.803764389, + "Phosphorus_Level": 3.022858905, + "Glucose_Level": 101.6981034, + "Potassium_Level": 4.807786823, + "Sodium_Level": 144.6157175, + "Smoking_Pack_Years": 69.77236808 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.02522642, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.41520552, + "White_Blood_Cell_Count": 8.727310138, + "Platelet_Count": 254.0555398, + "Albumin_Level": 4.593952227, + "Alkaline_Phosphatase_Level": 50.24564149, + "Alanine_Aminotransferase_Level": 20.0996987, + "Aspartate_Aminotransferase_Level": 19.80201173, + "Creatinine_Level": 1.223249729, + "LDH_Level": 169.7215612, + "Calcium_Level": 8.025681183, + "Phosphorus_Level": 2.834879734, + "Glucose_Level": 126.7488736, + "Potassium_Level": 4.374244632, + "Sodium_Level": 137.6502748, + "Smoking_Pack_Years": 42.74399859 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.64326267, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.85721074, + "White_Blood_Cell_Count": 4.740950897, + "Platelet_Count": 266.8831893, + "Albumin_Level": 4.945283792, + "Alkaline_Phosphatase_Level": 37.34630288, + "Alanine_Aminotransferase_Level": 24.77985731, + "Aspartate_Aminotransferase_Level": 29.49816719, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.10200455, + "White_Blood_Cell_Count": 6.480948891, + "Platelet_Count": 308.9987328, + "Albumin_Level": 3.435655722, + "Alkaline_Phosphatase_Level": 52.19622143, + "Alanine_Aminotransferase_Level": 37.35571886, + "Aspartate_Aminotransferase_Level": 44.33956223, + "Creatinine_Level": 1.139349268, + "LDH_Level": 156.0284242, + "Calcium_Level": 10.43380462, + "Phosphorus_Level": 2.575120025, + "Glucose_Level": 79.82326591, + "Potassium_Level": 3.890986418, + "Sodium_Level": 142.901037, + "Smoking_Pack_Years": 43.04561818 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.21823537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 39.1632136, + "Creatinine_Level": 0.552253583, + "LDH_Level": 139.8285601, + "Calcium_Level": 8.602246074, + "Phosphorus_Level": 3.776684202, + "Glucose_Level": 135.1134504, + "Potassium_Level": 4.616230193, + "Sodium_Level": 140.178698, + "Smoking_Pack_Years": 14.44228626 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.41154502, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 79, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.94659088, + "White_Blood_Cell_Count": 4.084499663, + "Platelet_Count": 430.5178925, + "Albumin_Level": 3.642890966, + "Alkaline_Phosphatase_Level": 82.24694533, + "Alanine_Aminotransferase_Level": 39.0713768, + "Aspartate_Aminotransferase_Level": 10.21723539, + "Creatinine_Level": 1.443658791, + "LDH_Level": 168.6923176, + "Calcium_Level": 10.3696943, + "Phosphorus_Level": 3.594786369, + "Glucose_Level": 74.84760447, + "Potassium_Level": 4.949982965, + "Sodium_Level": 139.6385915, + "Smoking_Pack_Years": 16.4014822 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.25783683, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.85578437, + "White_Blood_Cell_Count": 9.010129163, + "Platelet_Count": 340.4917957, + "Albumin_Level": 3.570170363, + "Alkaline_Phosphatase_Level": 57.04610572, + "Alanine_Aminotransferase_Level": 16.73658893, + "Aspartate_Aminotransferase_Level": 15.35143672, + "Creatinine_Level": 0.739615976, + "LDH_Level": 163.8990484, + "Calcium_Level": 10.2285895, + "Phosphorus_Level": 4.777919575, + "Glucose_Level": 80.98111827, + "Potassium_Level": 4.334547351, + "Sodium_Level": 141.6109393, + "Smoking_Pack_Years": 47.0275296 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.30271709, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.23258761, + "White_Blood_Cell_Count": 7.036868859, + "Platelet_Count": 224.7360969, + "Albumin_Level": 3.074547216, + "Alkaline_Phosphatase_Level": 34.24098967, + "Alanine_Aminotransferase_Level": 10.11822869, + "Aspartate_Aminotransferase_Level": 27.98643589, + "Creatinine_Level": 1.253170236, + "LDH_Level": 143.1677144, + "Calcium_Level": 10.23206877, + "Phosphorus_Level": 3.856705591, + "Glucose_Level": 135.3514352, + "Potassium_Level": 3.917519601, + "Sodium_Level": 137.552318, + "Smoking_Pack_Years": 29.50471863 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.79513349, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.53864647, + "White_Blood_Cell_Count": 7.580026105, + "Platelet_Count": 394.9630409, + "Albumin_Level": 4.847053625, + "Alkaline_Phosphatase_Level": 116.9143444, + "Alanine_Aminotransferase_Level": 6.961943436, + "Aspartate_Aminotransferase_Level": 39.4727156, + "Creatinine_Level": 0.907016866, + "LDH_Level": 156.2918633, + "Calcium_Level": 9.962085358, + "Phosphorus_Level": 3.691532069, + "Glucose_Level": 138.7916005, + "Potassium_Level": 4.858409737, + "Sodium_Level": 142.1020326, + "Smoking_Pack_Years": 62.55580172 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.6846462, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.48609853, + "White_Blood_Cell_Count": 5.881615819, + "Platelet_Count": 324.5619043, + "Albumin_Level": 3.983649776, + "Alkaline_Phosphatase_Level": 79.27464579, + "Alanine_Aminotransferase_Level": 37.63473918, + "Aspartate_Aminotransferase_Level": 38.15622636, + "Creatinine_Level": 1.139126545, + "LDH_Level": 170.4975267, + "Calcium_Level": 8.950416719, + "Phosphorus_Level": 4.862927191, + "Glucose_Level": 134.8905799, + "Potassium_Level": 4.646854109, + "Sodium_Level": 139.164581, + "Smoking_Pack_Years": 82.11472296 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.36433662, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.13697839, + "White_Blood_Cell_Count": 5.197827565, + "Platelet_Count": 334.3980978, + "Albumin_Level": 3.96749731, + "Alkaline_Phosphatase_Level": 55.9033775, + "Alanine_Aminotransferase_Level": 36.91350594, + "Aspartate_Aminotransferase_Level": 48.65073011, + "Creatinine_Level": 0.698687415, + "LDH_Level": 179.8125688, + "Calcium_Level": 9.187287112, + "Phosphorus_Level": 3.722888522, + "Glucose_Level": 73.22472718, + "Potassium_Level": 3.752348758, + "Sodium_Level": 136.323977, + "Smoking_Pack_Years": 53.18608421 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.85557803, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.21465848, + "White_Blood_Cell_Count": 6.392864394, + "Platelet_Count": 372.5981674, + "Albumin_Level": 4.887317266, + "Alkaline_Phosphatase_Level": 35.31543857, + "Alanine_Aminotransferase_Level": 15.66595993, + "Aspartate_Aminotransferase_Level": 38.79215045, + "Creatinine_Level": 0.778685016, + "LDH_Level": 117.2565819, + "Calcium_Level": 9.073055794, + "Phosphorus_Level": 3.503064318, + "Glucose_Level": 130.7158811, + "Potassium_Level": 4.911588415, + "Sodium_Level": 140.5351296, + "Smoking_Pack_Years": 3.087294413 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.16403631, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.92389835, + "White_Blood_Cell_Count": 7.357192348, + "Platelet_Count": 288.6954168, + "Albumin_Level": 3.273384945, + "Alkaline_Phosphatase_Level": 110.4915602, + "Alanine_Aminotransferase_Level": 16.32171425, + "Aspartate_Aminotransferase_Level": 28.41775071, + "Creatinine_Level": 0.562595944, + "LDH_Level": 133.6352069, + "Calcium_Level": 9.589423921, + "Phosphorus_Level": 2.590797237, + "Glucose_Level": 71.78150226, + "Potassium_Level": 4.232817418, + "Sodium_Level": 136.8813525, + "Smoking_Pack_Years": 5.330889805 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.85857036, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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54.45548738, + "Alanine_Aminotransferase_Level": 10.21895644, + "Aspartate_Aminotransferase_Level": 43.4252028, + "Creatinine_Level": 1.140328218, + "LDH_Level": 233.4785924, + "Calcium_Level": 8.603976182, + "Phosphorus_Level": 3.679450985, + "Glucose_Level": 143.8456184, + "Potassium_Level": 3.860192514, + "Sodium_Level": 143.9700176, + "Smoking_Pack_Years": 88.11807934 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.45168157, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.2986203, + "White_Blood_Cell_Count": 5.995775901, + "Platelet_Count": 178.1480479, + "Albumin_Level": 3.220927013, + "Alkaline_Phosphatase_Level": 111.203244, + "Alanine_Aminotransferase_Level": 25.95632399, + "Aspartate_Aminotransferase_Level": 29.22355434, + "Creatinine_Level": 1.006634977, + "LDH_Level": 119.714638, + "Calcium_Level": 8.088198083, + "Phosphorus_Level": 4.491980062, + "Glucose_Level": 131.8154206, + "Potassium_Level": 3.737637135, + "Sodium_Level": 135.912047, + "Smoking_Pack_Years": 76.72607737 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.60368179, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.85158111, + "White_Blood_Cell_Count": 5.571103959, + "Platelet_Count": 359.1330963, + "Albumin_Level": 3.818905198, + "Alkaline_Phosphatase_Level": 74.71094797, + "Alanine_Aminotransferase_Level": 31.49300919, + "Aspartate_Aminotransferase_Level": 44.45909156, + "Creatinine_Level": 1.290716585, + "LDH_Level": 172.2126393, + "Calcium_Level": 9.390285314, + "Phosphorus_Level": 4.889847187, + "Glucose_Level": 96.03378305, + "Potassium_Level": 4.054336596, + "Sodium_Level": 135.8725379, + "Smoking_Pack_Years": 32.81893074 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.79543145, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.72878058, + "White_Blood_Cell_Count": 6.643289642, + "Platelet_Count": 179.0318451, + "Albumin_Level": 4.347716329, + "Alkaline_Phosphatase_Level": 63.37472192, + "Alanine_Aminotransferase_Level": 32.25102418, + "Aspartate_Aminotransferase_Level": 49.84054749, + "Creatinine_Level": 0.942378456, + "LDH_Level": 159.3220646, + "Calcium_Level": 9.655788802, + "Phosphorus_Level": 4.630648891, + "Glucose_Level": 104.6370826, + "Potassium_Level": 4.739279446, + "Sodium_Level": 142.9003545, + "Smoking_Pack_Years": 32.90232864 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.22578063, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.59993349, + "White_Blood_Cell_Count": 5.214396814, + "Platelet_Count": 203.6774354, + "Albumin_Level": 4.77124179, + "Alkaline_Phosphatase_Level": 67.98116156, + "Alanine_Aminotransferase_Level": 22.04260044, + "Aspartate_Aminotransferase_Level": 31.05617257, + "Creatinine_Level": 0.785579165, + "LDH_Level": 147.1819519, + "Calcium_Level": 9.909599315, + "Phosphorus_Level": 3.372422003, + "Glucose_Level": 87.97779352, + "Potassium_Level": 4.844384303, + "Sodium_Level": 142.6648886, + "Smoking_Pack_Years": 29.56042611 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.00745252, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.31584409, + "White_Blood_Cell_Count": 9.615007181, + "Platelet_Count": 205.7659531, + "Albumin_Level": 4.569771587, + "Alkaline_Phosphatase_Level": 42.12944571, 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"Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.66940321, + "White_Blood_Cell_Count": 7.993321929, + "Platelet_Count": 245.1821158, + "Albumin_Level": 3.312587531, + "Alkaline_Phosphatase_Level": 53.20539849, + "Alanine_Aminotransferase_Level": 29.42584096, + "Aspartate_Aminotransferase_Level": 22.4649474, + "Creatinine_Level": 1.075911188, + "LDH_Level": 182.355322, + "Calcium_Level": 8.000017619, + "Phosphorus_Level": 4.131506373, + "Glucose_Level": 96.21112595, + "Potassium_Level": 4.33356175, + "Sodium_Level": 142.727753, + "Smoking_Pack_Years": 6.607559337 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.32518636, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.96138158, + "White_Blood_Cell_Count": 4.500011766, + "Platelet_Count": 162.462536, + "Albumin_Level": 3.636546238, + "Alkaline_Phosphatase_Level": 53.49194256, + "Alanine_Aminotransferase_Level": 18.77597806, + "Aspartate_Aminotransferase_Level": 38.40961831, + "Creatinine_Level": 0.600550909, + "LDH_Level": 202.3577296, + "Calcium_Level": 10.17962209, + "Phosphorus_Level": 2.622528078, + "Glucose_Level": 77.11244173, + "Potassium_Level": 3.96369093, + "Sodium_Level": 140.8335437, + "Smoking_Pack_Years": 2.749004147 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.67862447, + "Tumor_Location": 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144.9312676, + "Potassium_Level": 3.829484863, + "Sodium_Level": 138.6653634, + "Smoking_Pack_Years": 63.95731862 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.50672122, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.91466645, + "White_Blood_Cell_Count": 7.746825706, + "Platelet_Count": 188.8003078, + "Albumin_Level": 4.740998326, + "Alkaline_Phosphatase_Level": 101.0992194, 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126, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.76441844, + "White_Blood_Cell_Count": 9.08951198, + "Platelet_Count": 193.7933176, + "Albumin_Level": 3.593973342, + "Alkaline_Phosphatase_Level": 119.9574937, + "Alanine_Aminotransferase_Level": 17.38545241, + "Aspartate_Aminotransferase_Level": 46.56134611, + "Creatinine_Level": 0.529944725, + "LDH_Level": 133.8175497, + "Calcium_Level": 8.71393619, + "Phosphorus_Level": 3.302796439, + "Glucose_Level": 75.69072719, + "Potassium_Level": 4.856015875, + "Sodium_Level": 140.2801709, + "Smoking_Pack_Years": 31.61165159 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.71062377, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", 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33.72329082, + "Alanine_Aminotransferase_Level": 8.677795284, + "Aspartate_Aminotransferase_Level": 48.60528729, + "Creatinine_Level": 1.129853734, + "LDH_Level": 229.7593925, + "Calcium_Level": 8.112157963, + "Phosphorus_Level": 3.715672728, + "Glucose_Level": 139.3639061, + "Potassium_Level": 4.634593726, + "Sodium_Level": 142.2101242, + "Smoking_Pack_Years": 38.84709019 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.80809763, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.24897999, + "White_Blood_Cell_Count": 9.290532497, + "Platelet_Count": 266.8244901, + "Albumin_Level": 4.147758272, + "Alkaline_Phosphatase_Level": 88.01285858, + "Alanine_Aminotransferase_Level": 27.76358366, + "Aspartate_Aminotransferase_Level": 17.18075184, + "Creatinine_Level": 0.755050145, + "LDH_Level": 149.5826436, + "Calcium_Level": 8.515992055, + "Phosphorus_Level": 4.154617392, + "Glucose_Level": 88.56049907, + "Potassium_Level": 3.975238697, + "Sodium_Level": 143.6773133, + "Smoking_Pack_Years": 67.01002017 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.67417151, + "White_Blood_Cell_Count": 9.338693362, + "Platelet_Count": 381.7203919, + "Albumin_Level": 3.973729243, + "Alkaline_Phosphatase_Level": 92.47971862, + "Alanine_Aminotransferase_Level": 11.51208586, + "Aspartate_Aminotransferase_Level": 20.74518898, + "Creatinine_Level": 0.848864716, + "LDH_Level": 154.6867581, + "Calcium_Level": 10.38408678, + "Phosphorus_Level": 4.648885156, + "Glucose_Level": 90.11253039, + "Potassium_Level": 4.99257822, + "Sodium_Level": 144.6077694, + "Smoking_Pack_Years": 69.52822529 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.92128172, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.54307717, + "White_Blood_Cell_Count": 6.192098296, + "Platelet_Count": 398.8724016, + "Albumin_Level": 3.140218902, + "Alkaline_Phosphatase_Level": 48.05039501, + "Alanine_Aminotransferase_Level": 35.43779841, + "Aspartate_Aminotransferase_Level": 20.91943667, + "Creatinine_Level": 1.093326649, + "LDH_Level": 186.7592009, + "Calcium_Level": 8.846255146, + "Phosphorus_Level": 3.283330519, + "Glucose_Level": 149.0685259, + "Potassium_Level": 3.540418675, + "Sodium_Level": 142.3580528, + "Smoking_Pack_Years": 30.95657687 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.87530023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.34054153, + "White_Blood_Cell_Count": 3.802037319, + "Platelet_Count": 153.8671829, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.53506731, + "White_Blood_Cell_Count": 6.171754616, + "Platelet_Count": 320.1388157, + "Albumin_Level": 4.253264501, + "Alkaline_Phosphatase_Level": 47.02555794, + "Alanine_Aminotransferase_Level": 24.78873461, + "Aspartate_Aminotransferase_Level": 39.77969866, + "Creatinine_Level": 0.866117852, + "LDH_Level": 206.4881562, + "Calcium_Level": 8.089591355, + "Phosphorus_Level": 2.872573001, + "Glucose_Level": 135.3256021, + "Potassium_Level": 4.809477905, + "Sodium_Level": 141.4261648, + "Smoking_Pack_Years": 81.12431418 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.98111897, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.2366819, + "White_Blood_Cell_Count": 6.556503158, + "Platelet_Count": 198.6996508, + "Albumin_Level": 4.190762333, + "Alkaline_Phosphatase_Level": 113.1815934, + "Alanine_Aminotransferase_Level": 10.31914813, + "Aspartate_Aminotransferase_Level": 30.11266358, + "Creatinine_Level": 0.687609422, + "LDH_Level": 200.2012359, + "Calcium_Level": 8.969915848, + "Phosphorus_Level": 2.798907639, + "Glucose_Level": 124.540406, + "Potassium_Level": 4.98477767, + "Sodium_Level": 139.6100463, + "Smoking_Pack_Years": 7.868118895 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.84235154, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.81206113, + "White_Blood_Cell_Count": 9.023943405, + "Platelet_Count": 394.5221951, + "Albumin_Level": 3.337837557, + "Alkaline_Phosphatase_Level": 100.888123, + "Alanine_Aminotransferase_Level": 33.52738301, + "Aspartate_Aminotransferase_Level": 11.95743736, + "Creatinine_Level": 1.268594093, + "LDH_Level": 201.4209188, + "Calcium_Level": 8.577485166, + "Phosphorus_Level": 4.858232298, + "Glucose_Level": 103.0278937, + "Potassium_Level": 4.402576695, + "Sodium_Level": 138.1859196, + "Smoking_Pack_Years": 93.10048026 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.73374842, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.32149296, + "White_Blood_Cell_Count": 6.305057915, + 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"Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.18078403, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.16343247, + "White_Blood_Cell_Count": 3.513919841, + "Platelet_Count": 329.6286925, + "Albumin_Level": 4.842072039, + "Alkaline_Phosphatase_Level": 74.76755887, + "Alanine_Aminotransferase_Level": 21.94833057, + "Aspartate_Aminotransferase_Level": 27.08218633, + "Creatinine_Level": 1.486084354, + "LDH_Level": 132.4732207, + "Calcium_Level": 10.1984465, + "Phosphorus_Level": 2.989384258, + "Glucose_Level": 132.5804655, + "Potassium_Level": 3.508973929, + "Sodium_Level": 140.9681036, + "Smoking_Pack_Years": 26.68910966 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.08054784, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.05396472, + "White_Blood_Cell_Count": 6.906526281, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.53687042, + "White_Blood_Cell_Count": 6.15467561, + "Platelet_Count": 398.9594416, + "Albumin_Level": 4.391841911, + "Alkaline_Phosphatase_Level": 75.40881311, + "Alanine_Aminotransferase_Level": 12.11865923, + "Aspartate_Aminotransferase_Level": 29.33472029, + "Creatinine_Level": 1.316532235, + "LDH_Level": 125.7183927, + "Calcium_Level": 8.954873389, + "Phosphorus_Level": 2.799266427, + "Glucose_Level": 142.2973493, + "Potassium_Level": 3.588546928, + "Sodium_Level": 135.4868207, + "Smoking_Pack_Years": 29.90360875 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.3525848, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.43057186, + "White_Blood_Cell_Count": 6.61023942, + "Platelet_Count": 377.6455406, + "Albumin_Level": 4.394114125, + "Alkaline_Phosphatase_Level": 47.74788419, + "Alanine_Aminotransferase_Level": 34.68535119, + "Aspartate_Aminotransferase_Level": 17.29459098, + "Creatinine_Level": 1.017772235, + "LDH_Level": 138.8138643, + "Calcium_Level": 9.470773822, + "Phosphorus_Level": 3.935354644, + "Glucose_Level": 144.1100357, + "Potassium_Level": 3.502195561, + "Sodium_Level": 140.7505221, + "Smoking_Pack_Years": 34.71882933 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.17040021, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.76281284, + "White_Blood_Cell_Count": 4.307321905, + "Platelet_Count": 394.218735, + "Albumin_Level": 3.771142504, + "Alkaline_Phosphatase_Level": 50.6392392, + "Alanine_Aminotransferase_Level": 10.6936769, + "Aspartate_Aminotransferase_Level": 33.77258493, + "Creatinine_Level": 0.637050127, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.46461477, + "White_Blood_Cell_Count": 7.956166326, + "Platelet_Count": 211.4871259, + "Albumin_Level": 4.934724237, + "Alkaline_Phosphatase_Level": 82.73212048, + "Alanine_Aminotransferase_Level": 13.03018026, + "Aspartate_Aminotransferase_Level": 11.78634483, + "Creatinine_Level": 0.755616024, + "LDH_Level": 135.7176216, + "Calcium_Level": 9.701578426, + "Phosphorus_Level": 3.248969288, + "Glucose_Level": 134.0822553, + "Potassium_Level": 3.792133824, + "Sodium_Level": 139.3514004, + "Smoking_Pack_Years": 79.46435577 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.15852227, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.48112467, + "White_Blood_Cell_Count": 5.70703962, + "Platelet_Count": 255.5937082, + "Albumin_Level": 4.576364284, + "Alkaline_Phosphatase_Level": 57.1469141, + "Alanine_Aminotransferase_Level": 33.66439453, + "Aspartate_Aminotransferase_Level": 17.66314672, + "Creatinine_Level": 0.9376586, + "LDH_Level": 148.7569944, + "Calcium_Level": 9.675867853, + "Phosphorus_Level": 4.245430819, + "Glucose_Level": 138.0594712, + "Potassium_Level": 4.623195961, + "Sodium_Level": 144.3269193, + "Smoking_Pack_Years": 47.42043489 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.42490597, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.46287411, + "White_Blood_Cell_Count": 7.867499474, + "Platelet_Count": 260.9012369, + "Albumin_Level": 3.406753471, + "Alkaline_Phosphatase_Level": 30.82234808, + "Alanine_Aminotransferase_Level": 13.79154188, + "Aspartate_Aminotransferase_Level": 18.90435441, + "Creatinine_Level": 1.06380063, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.51129056, + "White_Blood_Cell_Count": 4.997266587, + "Platelet_Count": 304.8826859, + "Albumin_Level": 4.277290013, + "Alkaline_Phosphatase_Level": 63.71577336, + "Alanine_Aminotransferase_Level": 8.056795136, + "Aspartate_Aminotransferase_Level": 40.77531475, + "Creatinine_Level": 1.335438612, + "LDH_Level": 178.2870076, + "Calcium_Level": 9.703270188, + "Phosphorus_Level": 4.293447367, + "Glucose_Level": 77.16255338, + "Potassium_Level": 4.027449672, + "Sodium_Level": 140.5512089, + "Smoking_Pack_Years": 54.60237098 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.65919707, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.99666808, + "White_Blood_Cell_Count": 4.207346348, + "Platelet_Count": 295.7461303, + "Albumin_Level": 3.265566237, + "Alkaline_Phosphatase_Level": 46.60272655, + "Alanine_Aminotransferase_Level": 31.35965446, + "Aspartate_Aminotransferase_Level": 35.93586563, + "Creatinine_Level": 1.09131368, + "LDH_Level": 156.6828895, + "Calcium_Level": 9.425712331, + "Phosphorus_Level": 4.020136938, + "Glucose_Level": 129.9439285, + "Potassium_Level": 4.837998481, + "Sodium_Level": 142.7779435, + "Smoking_Pack_Years": 19.32312086 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.22569781, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.42386355, + "White_Blood_Cell_Count": 8.002918516, + "Platelet_Count": 357.4847816, + "Albumin_Level": 3.469486278, + "Alkaline_Phosphatase_Level": 47.89487369, + "Alanine_Aminotransferase_Level": 10.43112893, + "Aspartate_Aminotransferase_Level": 27.03692675, + 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"Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.50250256, + "White_Blood_Cell_Count": 9.888304734, + "Platelet_Count": 287.4399957, + "Albumin_Level": 4.32381066, + "Alkaline_Phosphatase_Level": 33.89272844, + "Alanine_Aminotransferase_Level": 30.67502511, + "Aspartate_Aminotransferase_Level": 35.88779208, + "Creatinine_Level": 0.929054604, + "LDH_Level": 109.1046251, + "Calcium_Level": 9.295746328, + "Phosphorus_Level": 3.901983748, + "Glucose_Level": 145.3905461, + "Potassium_Level": 3.58065472, + "Sodium_Level": 144.9365807, + "Smoking_Pack_Years": 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"Creatinine_Level": 1.450982039, + "LDH_Level": 103.8823054, + "Calcium_Level": 8.588270451, + "Phosphorus_Level": 2.950379087, + "Glucose_Level": 135.0510521, + "Potassium_Level": 3.502611103, + "Sodium_Level": 141.4642565, + "Smoking_Pack_Years": 66.79392677 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.94508897, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.55331521, + "White_Blood_Cell_Count": 7.096929917, + "Platelet_Count": 412.878318, + "Albumin_Level": 3.263955809, + "Alkaline_Phosphatase_Level": 39.84983415, + "Alanine_Aminotransferase_Level": 5.80653306, + "Aspartate_Aminotransferase_Level": 41.54313138, + "Creatinine_Level": 1.081092802, + "LDH_Level": 110.1313738, + "Calcium_Level": 9.966376024, + "Phosphorus_Level": 2.679124686, + "Glucose_Level": 135.7718929, + "Potassium_Level": 4.957327434, + "Sodium_Level": 144.8540571, + "Smoking_Pack_Years": 98.22023613 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.25867121, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.3982779, + "White_Blood_Cell_Count": 6.921083851, + "Platelet_Count": 198.9231713, + "Albumin_Level": 4.526311888, + "Alkaline_Phosphatase_Level": 112.0208218, + "Alanine_Aminotransferase_Level": 20.91733552, + "Aspartate_Aminotransferase_Level": 30.8824861, + "Creatinine_Level": 0.733685968, + "LDH_Level": 180.8833778, + "Calcium_Level": 8.594868396, + "Phosphorus_Level": 3.950638758, + "Glucose_Level": 80.80580066, + "Potassium_Level": 4.492454119, + "Sodium_Level": 139.1180313, + "Smoking_Pack_Years": 60.56671387 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.33261785, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.16322307, + "White_Blood_Cell_Count": 8.754860811, + "Platelet_Count": 314.1068625, + "Albumin_Level": 4.621183248, + "Alkaline_Phosphatase_Level": 104.8744548, + "Alanine_Aminotransferase_Level": 18.42677222, + "Aspartate_Aminotransferase_Level": 28.67995651, + "Creatinine_Level": 0.690741201, + "LDH_Level": 112.3967114, + "Calcium_Level": 9.018538389, + "Phosphorus_Level": 4.785392786, + "Glucose_Level": 113.1706758, + "Potassium_Level": 4.642146424, + "Sodium_Level": 136.8524068, + 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"Aspartate_Aminotransferase_Level": 29.86176384, + "Creatinine_Level": 1.199190749, + "LDH_Level": 108.6507002, + "Calcium_Level": 8.479853702, + "Phosphorus_Level": 4.012437662, + "Glucose_Level": 75.1286099, + "Potassium_Level": 3.659536993, + "Sodium_Level": 138.5334232, + "Smoking_Pack_Years": 37.9782661 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.60652632, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.14687594, + "White_Blood_Cell_Count": 9.583262162, + "Platelet_Count": 241.7060759, + "Albumin_Level": 4.384101322, + "Alkaline_Phosphatase_Level": 91.25070446, + "Alanine_Aminotransferase_Level": 13.69718414, + "Aspartate_Aminotransferase_Level": 43.82227103, + "Creatinine_Level": 1.358229764, + "LDH_Level": 136.6294715, + "Calcium_Level": 9.759809303, + "Phosphorus_Level": 3.869479801, + "Glucose_Level": 143.0182452, + "Potassium_Level": 3.593160553, + "Sodium_Level": 137.5136396, + "Smoking_Pack_Years": 51.7422504 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.98257045, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.87531228, + "White_Blood_Cell_Count": 5.002599541, + "Platelet_Count": 168.9440689, + "Albumin_Level": 3.384221749, + "Alkaline_Phosphatase_Level": 114.6748542, + "Alanine_Aminotransferase_Level": 16.83535359, + "Aspartate_Aminotransferase_Level": 31.09132841, + "Creatinine_Level": 0.695918933, + "LDH_Level": 155.7592022, + "Calcium_Level": 10.3091541, + "Phosphorus_Level": 4.446272801, + "Glucose_Level": 146.9865091, + "Potassium_Level": 4.552772699, + "Sodium_Level": 136.7106176, + "Smoking_Pack_Years": 28.08618926 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.11550222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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4.932108975, + "Sodium_Level": 139.2644824, + "Smoking_Pack_Years": 26.35347536 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.89027564, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.48896457, + "White_Blood_Cell_Count": 9.119233255, + "Platelet_Count": 243.1711541, + "Albumin_Level": 4.49541337, + "Alkaline_Phosphatase_Level": 87.23907038, + "Alanine_Aminotransferase_Level": 29.22753243, + "Aspartate_Aminotransferase_Level": 40.92716581, + "Creatinine_Level": 0.632892462, + "LDH_Level": 220.994591, + "Calcium_Level": 9.604263157, + "Phosphorus_Level": 4.910606083, + "Glucose_Level": 111.904552, + "Potassium_Level": 3.73711685, + "Sodium_Level": 135.1071186, + "Smoking_Pack_Years": 49.2871364 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.09098471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.33075903, + "White_Blood_Cell_Count": 5.511598092, + "Platelet_Count": 211.1557882, + "Albumin_Level": 4.925274649, + "Alkaline_Phosphatase_Level": 51.3175339, + "Alanine_Aminotransferase_Level": 15.77135551, + "Aspartate_Aminotransferase_Level": 25.70866056, + "Creatinine_Level": 0.705953613, + "LDH_Level": 196.4451648, + "Calcium_Level": 8.947596675, + "Phosphorus_Level": 4.354952895, + "Glucose_Level": 114.5818271, + "Potassium_Level": 4.125273191, + "Sodium_Level": 136.4340493, + "Smoking_Pack_Years": 1.790387314 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.21901203, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.98973213, + "White_Blood_Cell_Count": 3.681463121, + "Platelet_Count": 375.6884694, + "Albumin_Level": 4.899392131, + "Alkaline_Phosphatase_Level": 62.72917004, + "Alanine_Aminotransferase_Level": 11.24028597, + "Aspartate_Aminotransferase_Level": 40.24202226, + "Creatinine_Level": 1.225785285, + "LDH_Level": 212.6166048, + "Calcium_Level": 10.40986199, + "Phosphorus_Level": 4.750456198, + "Glucose_Level": 79.21004908, + "Potassium_Level": 4.26214322, + "Sodium_Level": 142.8954261, + "Smoking_Pack_Years": 4.093551749 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.98571718, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.17199478, + "White_Blood_Cell_Count": 4.030099601, + "Platelet_Count": 337.1920857, + "Albumin_Level": 3.251820011, + "Alkaline_Phosphatase_Level": 58.09403457, + "Alanine_Aminotransferase_Level": 33.87300464, + "Aspartate_Aminotransferase_Level": 17.6213404, + "Creatinine_Level": 1.182030327, + "LDH_Level": 107.0496304, + "Calcium_Level": 9.008970247, + "Phosphorus_Level": 3.950736685, + "Glucose_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.75043935, + "White_Blood_Cell_Count": 6.6561976, + "Platelet_Count": 202.7950201, + "Albumin_Level": 4.066511525, + "Alkaline_Phosphatase_Level": 116.1385787, + "Alanine_Aminotransferase_Level": 33.66209719, + "Aspartate_Aminotransferase_Level": 13.77920877, + "Creatinine_Level": 0.651235298, + "LDH_Level": 166.0096703, + "Calcium_Level": 9.219224685, + "Phosphorus_Level": 2.734472372, + "Glucose_Level": 139.8262201, + "Potassium_Level": 4.078499924, + "Sodium_Level": 137.0103752, + "Smoking_Pack_Years": 73.13765274 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 38.16865578, + "Alanine_Aminotransferase_Level": 5.63065712, + "Aspartate_Aminotransferase_Level": 44.34500332, + "Creatinine_Level": 0.549802971, + "LDH_Level": 134.3065423, + "Calcium_Level": 8.165747288, + "Phosphorus_Level": 4.343843197, + "Glucose_Level": 143.666294, + "Potassium_Level": 4.121240399, + "Sodium_Level": 141.5436292, + "Smoking_Pack_Years": 85.48219981 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.95639657, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.33736804, + "White_Blood_Cell_Count": 7.262120792, + "Platelet_Count": 153.6190911, + "Albumin_Level": 4.239445197, + "Alkaline_Phosphatase_Level": 108.8114789, + "Alanine_Aminotransferase_Level": 5.338992276, + "Aspartate_Aminotransferase_Level": 32.89649934, + "Creatinine_Level": 1.263829992, + "LDH_Level": 147.7720535, + "Calcium_Level": 8.514367815, + "Phosphorus_Level": 4.446577578, + "Glucose_Level": 108.6190059, + "Potassium_Level": 4.595610108, + "Sodium_Level": 144.7027456, + "Smoking_Pack_Years": 13.03181644 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Phosphorus_Level": 2.897199994, + "Glucose_Level": 94.53891205, + "Potassium_Level": 4.54396697, + "Sodium_Level": 143.8209952, + "Smoking_Pack_Years": 23.31514091 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.04336981, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.41090973, + "White_Blood_Cell_Count": 9.024342818, + "Platelet_Count": 172.0012464, + "Albumin_Level": 4.381389316, + "Alkaline_Phosphatase_Level": 74.11444789, + "Alanine_Aminotransferase_Level": 30.0387504, + "Aspartate_Aminotransferase_Level": 33.20922291, + "Creatinine_Level": 0.564510504, + "LDH_Level": 209.2560994, + "Calcium_Level": 9.010045125, + "Phosphorus_Level": 2.727851759, + "Glucose_Level": 98.96300439, + "Potassium_Level": 3.674197311, + "Sodium_Level": 141.2657715, + "Smoking_Pack_Years": 33.52016355 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.60514585, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.57407599, + "White_Blood_Cell_Count": 7.188359571, + "Platelet_Count": 326.3117317, + "Albumin_Level": 4.9579309, + "Alkaline_Phosphatase_Level": 99.11015103, + "Alanine_Aminotransferase_Level": 10.59225008, + "Aspartate_Aminotransferase_Level": 37.27016941, + "Creatinine_Level": 0.520586597, + "LDH_Level": 229.6763381, + "Calcium_Level": 10.2131462, + "Phosphorus_Level": 4.683392727, + "Glucose_Level": 139.4730734, + "Potassium_Level": 4.529198933, + "Sodium_Level": 135.5265942, + "Smoking_Pack_Years": 58.54853037 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.03883353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.51194594, + "White_Blood_Cell_Count": 8.584288168, + "Platelet_Count": 425.7887402, + "Albumin_Level": 4.082782015, + "Alkaline_Phosphatase_Level": 105.764165, + "Alanine_Aminotransferase_Level": 31.95472891, + "Aspartate_Aminotransferase_Level": 10.63103282, + "Creatinine_Level": 1.314229828, + "LDH_Level": 191.671819, + "Calcium_Level": 10.36925536, + "Phosphorus_Level": 4.99143305, + "Glucose_Level": 100.3846195, + "Potassium_Level": 3.893807167, + "Sodium_Level": 144.9737382, + "Smoking_Pack_Years": 65.98977192 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.80952777, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.52399714, + "White_Blood_Cell_Count": 4.910695684, + "Platelet_Count": 165.9473789, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.66670535, + "White_Blood_Cell_Count": 8.907298422, + "Platelet_Count": 262.7423793, + "Albumin_Level": 4.47082143, + "Alkaline_Phosphatase_Level": 112.6229219, + "Alanine_Aminotransferase_Level": 20.12379044, + "Aspartate_Aminotransferase_Level": 34.2999824, + "Creatinine_Level": 1.158998771, + "LDH_Level": 130.9275255, + "Calcium_Level": 10.03063009, + "Phosphorus_Level": 3.151542084, + "Glucose_Level": 86.34083722, + "Potassium_Level": 4.977795127, + "Sodium_Level": 140.0759941, + "Smoking_Pack_Years": 15.84570233 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.43630974, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.70349103, + "White_Blood_Cell_Count": 5.86087637, + "Platelet_Count": 319.1825146, + "Albumin_Level": 3.432035048, + "Alkaline_Phosphatase_Level": 71.64698003, + "Alanine_Aminotransferase_Level": 33.0711485, + "Aspartate_Aminotransferase_Level": 22.8070718, + "Creatinine_Level": 0.511387581, + "LDH_Level": 124.1713639, + "Calcium_Level": 8.104623302, + "Phosphorus_Level": 4.306317408, + "Glucose_Level": 91.86205325, + "Potassium_Level": 4.848035781, + "Sodium_Level": 138.3763823, + "Smoking_Pack_Years": 72.43918269 + }, + { + "Age": 70, + "Gender": "Female", 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103.9811495, + "Calcium_Level": 8.45140987, + "Phosphorus_Level": 4.562654727, + "Glucose_Level": 121.7769892, + "Potassium_Level": 4.837742169, + "Sodium_Level": 140.8024546, + "Smoking_Pack_Years": 2.920501823 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.33905219, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.11824047, + "White_Blood_Cell_Count": 8.01476871, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.03845622, + "White_Blood_Cell_Count": 9.759504533, + "Platelet_Count": 311.1372196, + "Albumin_Level": 3.300381412, + "Alkaline_Phosphatase_Level": 36.20467167, + "Alanine_Aminotransferase_Level": 33.91944046, + "Aspartate_Aminotransferase_Level": 37.29910863, + "Creatinine_Level": 1.210018034, + "LDH_Level": 198.0107173, + "Calcium_Level": 10.32366645, + "Phosphorus_Level": 4.227443689, + "Glucose_Level": 104.6675815, + "Potassium_Level": 4.918322347, + "Sodium_Level": 144.9400607, + "Smoking_Pack_Years": 51.83007057 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.70006419, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.47913909, + "White_Blood_Cell_Count": 9.311704005, + "Platelet_Count": 246.4157196, + "Albumin_Level": 4.59350514, + "Alkaline_Phosphatase_Level": 115.9556748, + "Alanine_Aminotransferase_Level": 8.429279045, + "Aspartate_Aminotransferase_Level": 26.31119889, + "Creatinine_Level": 0.78481584, + "LDH_Level": 132.4239245, + "Calcium_Level": 10.38236104, + "Phosphorus_Level": 4.063018039, + "Glucose_Level": 94.01575804, + "Potassium_Level": 3.726057339, + "Sodium_Level": 138.0551723, + "Smoking_Pack_Years": 50.46490358 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.31192497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.31335618, + "White_Blood_Cell_Count": 6.056906028, + "Platelet_Count": 151.2320316, + "Albumin_Level": 4.347249434, + "Alkaline_Phosphatase_Level": 74.5620481, + "Alanine_Aminotransferase_Level": 14.09059532, + "Aspartate_Aminotransferase_Level": 12.89843295, + "Creatinine_Level": 0.630162053, + "LDH_Level": 111.490361, + "Calcium_Level": 9.86215985, + "Phosphorus_Level": 2.836533334, + "Glucose_Level": 132.5411106, + "Potassium_Level": 4.089591499, + "Sodium_Level": 137.9387202, + "Smoking_Pack_Years": 93.68115569 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.44746542, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.84780047, + "White_Blood_Cell_Count": 7.969461727, + "Platelet_Count": 313.0116849, + "Albumin_Level": 3.684800838, + "Alkaline_Phosphatase_Level": 78.26255163, + "Alanine_Aminotransferase_Level": 17.57599956, + "Aspartate_Aminotransferase_Level": 27.71970352, + "Creatinine_Level": 1.418821835, + "LDH_Level": 228.2510016, + "Calcium_Level": 8.525394398, + "Phosphorus_Level": 4.974621309, + "Glucose_Level": 104.7421906, + "Potassium_Level": 3.610879041, + "Sodium_Level": 135.2489255, + "Smoking_Pack_Years": 29.66465214 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.22264148, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.09523537, + "White_Blood_Cell_Count": 7.160712496, + "Platelet_Count": 213.4559814, + "Albumin_Level": 4.970920133, + "Alkaline_Phosphatase_Level": 45.31683288, + "Alanine_Aminotransferase_Level": 39.01519926, + "Aspartate_Aminotransferase_Level": 18.59220204, + "Creatinine_Level": 0.586213471, + "LDH_Level": 172.8299831, + "Calcium_Level": 9.962186197, + "Phosphorus_Level": 4.06784293, + "Glucose_Level": 107.7917608, + "Potassium_Level": 3.613563954, + "Sodium_Level": 136.282322, + "Smoking_Pack_Years": 26.69051182 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.5827655, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.41201261, + "White_Blood_Cell_Count": 5.468083884, + "Platelet_Count": 184.4771228, + "Albumin_Level": 4.339184835, + "Alkaline_Phosphatase_Level": 88.22099594, + "Alanine_Aminotransferase_Level": 6.359532548, + "Aspartate_Aminotransferase_Level": 24.19280608, + "Creatinine_Level": 1.152536715, + "LDH_Level": 124.6626059, + "Calcium_Level": 9.943396742, + "Phosphorus_Level": 3.468434301, + "Glucose_Level": 133.5471655, + "Potassium_Level": 4.653009696, + "Sodium_Level": 143.5479986, + "Smoking_Pack_Years": 79.79698657 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.00692412, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.5805892, + "White_Blood_Cell_Count": 3.605606316, + "Platelet_Count": 357.9731663, + "Albumin_Level": 4.286171626, + "Alkaline_Phosphatase_Level": 79.92924143, + "Alanine_Aminotransferase_Level": 13.73212355, + "Aspartate_Aminotransferase_Level": 38.29643665, + "Creatinine_Level": 0.55309892, + "LDH_Level": 157.1023929, + "Calcium_Level": 9.201590612, + "Phosphorus_Level": 3.761472833, + "Glucose_Level": 92.00210989, + "Potassium_Level": 4.807441247, + "Sodium_Level": 135.5579148, + "Smoking_Pack_Years": 61.84358555 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.46418514, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.13848327, + "White_Blood_Cell_Count": 6.853408488, + "Platelet_Count": 188.250264, + "Albumin_Level": 3.459486916, + "Alkaline_Phosphatase_Level": 69.42206202, + "Alanine_Aminotransferase_Level": 35.20926222, + "Aspartate_Aminotransferase_Level": 46.25192245, + "Creatinine_Level": 1.377672369, + "LDH_Level": 248.137089, + "Calcium_Level": 9.069784244, + "Phosphorus_Level": 4.291375609, + "Glucose_Level": 113.7167744, + "Potassium_Level": 4.527838755, + "Sodium_Level": 144.3209414, + "Smoking_Pack_Years": 3.422546235 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.64986123, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.1819362, + "White_Blood_Cell_Count": 4.340173534, + "Platelet_Count": 327.5810577, + "Albumin_Level": 4.44555475, + "Alkaline_Phosphatase_Level": 113.8099449, + "Alanine_Aminotransferase_Level": 29.06336706, + "Aspartate_Aminotransferase_Level": 40.20236538, + "Creatinine_Level": 0.62899066, + "LDH_Level": 245.8888557, + "Calcium_Level": 8.60800279, + "Phosphorus_Level": 3.598292796, + "Glucose_Level": 89.21212378, + "Potassium_Level": 4.752502408, + "Sodium_Level": 140.6113515, + "Smoking_Pack_Years": 49.81423484 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.53044348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.42632753, + "White_Blood_Cell_Count": 8.806167736, + "Platelet_Count": 388.6365742, + "Albumin_Level": 3.320637087, + "Alkaline_Phosphatase_Level": 79.49516133, + "Alanine_Aminotransferase_Level": 8.604347668, + "Aspartate_Aminotransferase_Level": 22.89904088, + "Creatinine_Level": 1.419719476, + "LDH_Level": 222.6565489, + "Calcium_Level": 9.011382409, + "Phosphorus_Level": 3.40794458, + "Glucose_Level": 86.15648144, + "Potassium_Level": 4.845518697, + "Sodium_Level": 142.9289616, + "Smoking_Pack_Years": 42.38193778 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.11839352, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.35884088, + "White_Blood_Cell_Count": 5.273697226, + "Platelet_Count": 425.4171312, + "Albumin_Level": 4.789584212, + "Alkaline_Phosphatase_Level": 49.97903526, + "Alanine_Aminotransferase_Level": 13.05236228, + "Aspartate_Aminotransferase_Level": 44.96235656, + "Creatinine_Level": 0.873900932, + "LDH_Level": 209.4897374, + "Calcium_Level": 8.425102357, + "Phosphorus_Level": 3.344672713, + "Glucose_Level": 80.58237544, + "Potassium_Level": 3.510991556, + "Sodium_Level": 139.4390117, + "Smoking_Pack_Years": 90.06698124 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.65386853, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.57489805, + "White_Blood_Cell_Count": 8.52251291, + "Platelet_Count": 161.7842981, + "Albumin_Level": 3.105232802, + "Alkaline_Phosphatase_Level": 76.20987047, + "Alanine_Aminotransferase_Level": 8.754826587, + "Aspartate_Aminotransferase_Level": 36.85116476, + "Creatinine_Level": 1.357762382, + "LDH_Level": 224.3975968, + "Calcium_Level": 9.598097677, + "Phosphorus_Level": 3.618885781, + "Glucose_Level": 146.800893, + "Potassium_Level": 3.502384462, + "Sodium_Level": 141.2588189, + "Smoking_Pack_Years": 39.03559122 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.73146702, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.12307858, + "White_Blood_Cell_Count": 5.475891145, + "Platelet_Count": 395.4607544, + "Albumin_Level": 4.002703548, + "Alkaline_Phosphatase_Level": 82.02917716, + "Alanine_Aminotransferase_Level": 17.51285773, + "Aspartate_Aminotransferase_Level": 47.4913525, + "Creatinine_Level": 1.213715399, + "LDH_Level": 221.2109401, + "Calcium_Level": 10.49826935, + "Phosphorus_Level": 3.830335891, + "Glucose_Level": 128.1549554, + "Potassium_Level": 4.251504039, + "Sodium_Level": 136.1499526, + "Smoking_Pack_Years": 95.94066613 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.53861443, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.68904209, + "White_Blood_Cell_Count": 3.877911078, + "Platelet_Count": 254.067219, + "Albumin_Level": 4.430740032, + "Alkaline_Phosphatase_Level": 87.5306142, + "Alanine_Aminotransferase_Level": 8.272192573, + "Aspartate_Aminotransferase_Level": 40.11331752, + "Creatinine_Level": 0.655821744, + "LDH_Level": 233.7204405, + "Calcium_Level": 8.192168446, + "Phosphorus_Level": 4.079286122, + "Glucose_Level": 135.1166578, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.22295436, + "White_Blood_Cell_Count": 5.132091335, + "Platelet_Count": 245.3739353, + "Albumin_Level": 4.09359294, + "Alkaline_Phosphatase_Level": 75.18517044, + "Alanine_Aminotransferase_Level": 22.62733753, + "Aspartate_Aminotransferase_Level": 22.63742527, + "Creatinine_Level": 0.748828316, + "LDH_Level": 235.1085488, + "Calcium_Level": 9.06121413, + "Phosphorus_Level": 4.338348752, + "Glucose_Level": 137.503364, + "Potassium_Level": 3.578340851, + "Sodium_Level": 137.67383, + "Smoking_Pack_Years": 48.07671393 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.31105802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.66803737, + "White_Blood_Cell_Count": 3.758744175, + "Platelet_Count": 351.7118828, + "Albumin_Level": 4.156097651, + "Alkaline_Phosphatase_Level": 72.53513496, + "Alanine_Aminotransferase_Level": 19.8033448, + "Aspartate_Aminotransferase_Level": 48.0004738, + "Creatinine_Level": 0.733470302, + "LDH_Level": 243.9874461, + "Calcium_Level": 10.01029759, + "Phosphorus_Level": 2.51969658, + "Glucose_Level": 92.37591803, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.18311177, + "White_Blood_Cell_Count": 9.778406979, + "Platelet_Count": 346.9966084, + "Albumin_Level": 4.120617458, + "Alkaline_Phosphatase_Level": 58.25752976, + "Alanine_Aminotransferase_Level": 26.00410777, + "Aspartate_Aminotransferase_Level": 21.55214612, + "Creatinine_Level": 0.863294141, + "LDH_Level": 247.118021, + "Calcium_Level": 10.48862352, + "Phosphorus_Level": 3.116303144, + "Glucose_Level": 132.6309608, + "Potassium_Level": 3.647866541, + "Sodium_Level": 135.2552218, + "Smoking_Pack_Years": 66.26986251 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.77045001, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", 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"Sodium_Level": 143.85801, + "Smoking_Pack_Years": 35.46625941 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.76835871, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.76020876, + "White_Blood_Cell_Count": 6.417403413, + "Platelet_Count": 278.0572122, + "Albumin_Level": 4.698942645, + "Alkaline_Phosphatase_Level": 40.58353099, + "Alanine_Aminotransferase_Level": 26.23386146, + "Aspartate_Aminotransferase_Level": 21.74233935, + "Creatinine_Level": 0.777364541, + "LDH_Level": 248.8519221, + "Calcium_Level": 8.869837903, + "Phosphorus_Level": 4.365988772, + "Glucose_Level": 92.21787332, + "Potassium_Level": 3.593683864, + "Sodium_Level": 141.9968159, + "Smoking_Pack_Years": 61.98682466 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.78703989, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 74, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.85528161, + "White_Blood_Cell_Count": 7.936099688, + "Platelet_Count": 291.1807332, + "Albumin_Level": 3.32910857, + "Alkaline_Phosphatase_Level": 52.20879236, + "Alanine_Aminotransferase_Level": 12.01796197, + "Aspartate_Aminotransferase_Level": 49.87871952, + "Creatinine_Level": 0.697484415, + "LDH_Level": 101.9340279, + "Calcium_Level": 8.034491172, + "Phosphorus_Level": 4.151062539, + "Glucose_Level": 118.677681, + "Potassium_Level": 3.712608241, + "Sodium_Level": 136.4008158, + "Smoking_Pack_Years": 20.39897434 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.6315911, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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4.170654548, + "Sodium_Level": 144.9047769, + "Smoking_Pack_Years": 12.0419707 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.26779692, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.10565467, + "White_Blood_Cell_Count": 6.306083703, + "Platelet_Count": 224.0996146, + "Albumin_Level": 3.646944092, + "Alkaline_Phosphatase_Level": 84.31893666, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.3115291, + "White_Blood_Cell_Count": 8.106233504, + "Platelet_Count": 217.0256961, + "Albumin_Level": 4.441966377, + "Alkaline_Phosphatase_Level": 104.2251699, + "Alanine_Aminotransferase_Level": 6.740917419, + "Aspartate_Aminotransferase_Level": 20.62589799, + "Creatinine_Level": 1.356510182, + "LDH_Level": 249.718223, + "Calcium_Level": 9.967708437, + "Phosphorus_Level": 2.522244568, + "Glucose_Level": 118.9302824, + "Potassium_Level": 4.379215882, + "Sodium_Level": 137.4162543, + "Smoking_Pack_Years": 29.32170849 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.20912711, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.95824168, + "White_Blood_Cell_Count": 4.899769011, + "Platelet_Count": 404.7652649, + "Albumin_Level": 4.871808577, + "Alkaline_Phosphatase_Level": 70.02598471, + "Alanine_Aminotransferase_Level": 19.84619923, + "Aspartate_Aminotransferase_Level": 35.9713885, + "Creatinine_Level": 0.84023368, + "LDH_Level": 109.5677327, + "Calcium_Level": 9.162386277, + "Phosphorus_Level": 2.70073121, + "Glucose_Level": 91.00741974, + "Potassium_Level": 4.740549191, + "Sodium_Level": 144.471823, + "Smoking_Pack_Years": 63.77244035 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.567264093, + "Glucose_Level": 124.1397461, + "Potassium_Level": 4.671322979, + "Sodium_Level": 144.0613148, + "Smoking_Pack_Years": 64.08560109 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.02236083, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.73240822, + "White_Blood_Cell_Count": 6.4693103, + "Platelet_Count": 191.6537493, + "Albumin_Level": 4.763476799, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.04489637, + "White_Blood_Cell_Count": 9.686759876, + "Platelet_Count": 367.4130934, + "Albumin_Level": 3.457613767, + "Alkaline_Phosphatase_Level": 44.40212609, + "Alanine_Aminotransferase_Level": 24.97743495, + "Aspartate_Aminotransferase_Level": 22.04281828, + "Creatinine_Level": 1.41220929, + "LDH_Level": 204.4122311, + "Calcium_Level": 10.44769691, + "Phosphorus_Level": 4.711603738, + "Glucose_Level": 132.1442436, + "Potassium_Level": 3.937695811, + "Sodium_Level": 144.5020068, + "Smoking_Pack_Years": 39.26721912 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.34420292, + "White_Blood_Cell_Count": 6.644614751, + "Platelet_Count": 244.7843902, + "Albumin_Level": 4.282189748, + "Alkaline_Phosphatase_Level": 82.48464253, + "Alanine_Aminotransferase_Level": 20.70296444, + "Aspartate_Aminotransferase_Level": 18.15751363, + "Creatinine_Level": 1.011187162, + "LDH_Level": 236.7328366, + "Calcium_Level": 8.956639645, + "Phosphorus_Level": 4.72033439, + "Glucose_Level": 87.59116382, + "Potassium_Level": 4.187854194, + "Sodium_Level": 136.7261496, + "Smoking_Pack_Years": 16.92404769 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.26389657, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.31004996, + "White_Blood_Cell_Count": 4.473465968, + "Platelet_Count": 191.7839822, + "Albumin_Level": 3.199018583, + "Alkaline_Phosphatase_Level": 38.02822663, + "Alanine_Aminotransferase_Level": 23.56848913, + "Aspartate_Aminotransferase_Level": 49.90167453, + "Creatinine_Level": 1.04822931, + "LDH_Level": 147.7848203, + "Calcium_Level": 9.771232787, + "Phosphorus_Level": 4.55687099, + "Glucose_Level": 93.00153518, + "Potassium_Level": 4.602919122, + "Sodium_Level": 141.7868165, + "Smoking_Pack_Years": 47.14382754 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.88088824, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.22066418, + "White_Blood_Cell_Count": 6.40970755, + "Platelet_Count": 208.5922754, + "Albumin_Level": 4.623446497, + "Alkaline_Phosphatase_Level": 55.93575439, + "Alanine_Aminotransferase_Level": 18.00274007, + "Aspartate_Aminotransferase_Level": 10.21296935, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.73692624, + "White_Blood_Cell_Count": 6.259797693, + "Platelet_Count": 363.7036612, + "Albumin_Level": 3.900233248, + "Alkaline_Phosphatase_Level": 96.64752721, + "Alanine_Aminotransferase_Level": 30.64781608, + "Aspartate_Aminotransferase_Level": 13.46783338, + "Creatinine_Level": 0.850198561, + "LDH_Level": 159.2213229, + "Calcium_Level": 10.26744606, + "Phosphorus_Level": 3.84948044, + "Glucose_Level": 139.3241155, + "Potassium_Level": 4.956748202, + "Sodium_Level": 139.521814, + "Smoking_Pack_Years": 56.91960319 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.52809787, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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137.6368629, + "Smoking_Pack_Years": 74.480448 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.86586008, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.72586489, + "White_Blood_Cell_Count": 9.652083651, + "Platelet_Count": 447.8922767, + "Albumin_Level": 4.913546438, + "Alkaline_Phosphatase_Level": 68.13062327, + "Alanine_Aminotransferase_Level": 7.343731893, + "Aspartate_Aminotransferase_Level": 40.92598344, + "Creatinine_Level": 1.024010049, + "LDH_Level": 231.6724555, + "Calcium_Level": 9.612729635, + "Phosphorus_Level": 2.557748402, + "Glucose_Level": 112.4831283, + "Potassium_Level": 4.440680809, + "Sodium_Level": 142.092903, + "Smoking_Pack_Years": 62.81597362 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.32716246, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.30006048, + "White_Blood_Cell_Count": 6.367488351, + "Platelet_Count": 386.9819594, + "Albumin_Level": 3.018909972, + "Alkaline_Phosphatase_Level": 108.6301899, + "Alanine_Aminotransferase_Level": 14.83092811, + "Aspartate_Aminotransferase_Level": 30.0933498, + "Creatinine_Level": 0.506781754, + "LDH_Level": 136.6031254, + "Calcium_Level": 10.06272517, + "Phosphorus_Level": 4.91315653, + "Glucose_Level": 106.0203351, + "Potassium_Level": 3.659260907, + "Sodium_Level": 135.251373, + "Smoking_Pack_Years": 32.1462877 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.26953707, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 15.72731711, + "Aspartate_Aminotransferase_Level": 13.99716188, + "Creatinine_Level": 1.488173311, + "LDH_Level": 238.792676, + "Calcium_Level": 9.894884028, + "Phosphorus_Level": 4.379671519, + "Glucose_Level": 83.80665299, + "Potassium_Level": 3.883134907, + "Sodium_Level": 144.9122555, + "Smoking_Pack_Years": 88.6866304 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.07894886, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.13879852, + "White_Blood_Cell_Count": 7.783470138, + "Platelet_Count": 284.2868931, + "Albumin_Level": 3.755827128, + "Alkaline_Phosphatase_Level": 115.0396097, + "Alanine_Aminotransferase_Level": 25.22756893, + "Aspartate_Aminotransferase_Level": 21.17954017, + "Creatinine_Level": 0.97607371, + "LDH_Level": 115.1972469, + "Calcium_Level": 9.625226152, + "Phosphorus_Level": 3.854916423, + "Glucose_Level": 121.2511626, + "Potassium_Level": 4.655844235, + "Sodium_Level": 139.9098882, + "Smoking_Pack_Years": 90.76255274 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.45217226, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.29301487, + "White_Blood_Cell_Count": 7.093287139, + "Platelet_Count": 284.2156821, + "Albumin_Level": 3.106581976, + "Alkaline_Phosphatase_Level": 86.26653059, + "Alanine_Aminotransferase_Level": 13.41388423, + "Aspartate_Aminotransferase_Level": 20.57012474, + "Creatinine_Level": 0.594898361, + "LDH_Level": 235.739311, + "Calcium_Level": 9.711524069, + "Phosphorus_Level": 3.196398259, + "Glucose_Level": 108.1266112, + "Potassium_Level": 3.829063462, + "Sodium_Level": 144.8848832, + "Smoking_Pack_Years": 24.37056763 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.06291026, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.46865986, + "White_Blood_Cell_Count": 5.258238602, + "Platelet_Count": 307.4646541, + "Albumin_Level": 4.533932078, + "Alkaline_Phosphatase_Level": 64.93906385, + "Alanine_Aminotransferase_Level": 20.96613629, + "Aspartate_Aminotransferase_Level": 14.38264207, + "Creatinine_Level": 1.324318933, + "LDH_Level": 188.6351304, + "Calcium_Level": 10.48377201, + "Phosphorus_Level": 4.862393012, + "Glucose_Level": 136.4975636, + "Potassium_Level": 3.54815389, + "Sodium_Level": 135.3795889, + "Smoking_Pack_Years": 49.94378302 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.80615492, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.63078767, + "White_Blood_Cell_Count": 7.234822605, + "Platelet_Count": 372.1584509, + "Albumin_Level": 4.295949087, + "Alkaline_Phosphatase_Level": 59.68175923, + "Alanine_Aminotransferase_Level": 18.81878838, + "Aspartate_Aminotransferase_Level": 28.81813071, + "Creatinine_Level": 1.234097118, + "LDH_Level": 202.2694724, + "Calcium_Level": 9.185756004, + "Phosphorus_Level": 2.782285288, + "Glucose_Level": 145.4958616, + "Potassium_Level": 4.868158145, + "Sodium_Level": 136.1087353, + "Smoking_Pack_Years": 88.34818581 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.94761177, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.11410148, + "White_Blood_Cell_Count": 7.309968805, + "Platelet_Count": 332.639863, + "Albumin_Level": 3.567008005, + "Alkaline_Phosphatase_Level": 115.2409448, + "Alanine_Aminotransferase_Level": 29.01894032, + "Aspartate_Aminotransferase_Level": 18.19906844, + "Creatinine_Level": 0.580774005, + "LDH_Level": 160.7508198, + "Calcium_Level": 8.002828336, + "Phosphorus_Level": 4.679987644, + "Glucose_Level": 125.1581513, + "Potassium_Level": 3.832267263, + "Sodium_Level": 139.3300201, + "Smoking_Pack_Years": 8.634326272 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.9414264, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.95425555, + "White_Blood_Cell_Count": 6.422762469, + "Platelet_Count": 365.2398115, + "Albumin_Level": 4.109454282, + "Alkaline_Phosphatase_Level": 114.4160746, + "Alanine_Aminotransferase_Level": 9.75723697, + "Aspartate_Aminotransferase_Level": 43.28009969, + "Creatinine_Level": 1.405806057, + "LDH_Level": 143.0026292, + "Calcium_Level": 10.06854507, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.61188074, + "White_Blood_Cell_Count": 9.57259684, + "Platelet_Count": 266.2696445, + "Albumin_Level": 4.105718985, + "Alkaline_Phosphatase_Level": 47.8118749, + "Alanine_Aminotransferase_Level": 33.22741845, + "Aspartate_Aminotransferase_Level": 49.24157662, + "Creatinine_Level": 0.968094323, + "LDH_Level": 208.6030598, + "Calcium_Level": 9.778967301, + "Phosphorus_Level": 2.646783321, + "Glucose_Level": 82.14014496, + "Potassium_Level": 4.985581477, + "Sodium_Level": 143.4540148, + "Smoking_Pack_Years": 30.80236311 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.85555954, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.63635376, + "White_Blood_Cell_Count": 5.959920217, + "Platelet_Count": 228.7264142, + "Albumin_Level": 4.298943176, + "Alkaline_Phosphatase_Level": 47.59611809, + "Alanine_Aminotransferase_Level": 6.723952068, + "Aspartate_Aminotransferase_Level": 16.74711819, + "Creatinine_Level": 0.921755365, + "LDH_Level": 103.5962198, + "Calcium_Level": 9.923061694, + "Phosphorus_Level": 2.77474356, + "Glucose_Level": 95.42494946, + "Potassium_Level": 3.936170534, + "Sodium_Level": 140.7075797, + "Smoking_Pack_Years": 95.55651521 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.90145508, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.89849585, + "White_Blood_Cell_Count": 6.749195152, + "Platelet_Count": 169.5221341, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.75524843, + "White_Blood_Cell_Count": 6.088496955, + "Platelet_Count": 216.4367816, + "Albumin_Level": 4.75691065, + "Alkaline_Phosphatase_Level": 93.85179445, + "Alanine_Aminotransferase_Level": 7.318011244, + "Aspartate_Aminotransferase_Level": 20.5646137, + "Creatinine_Level": 0.870073648, + "LDH_Level": 153.010452, + "Calcium_Level": 8.671518105, + "Phosphorus_Level": 3.145254368, + "Glucose_Level": 75.82652895, + "Potassium_Level": 3.563404757, + "Sodium_Level": 143.4947267, + "Smoking_Pack_Years": 32.38211734 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.53647836, + "White_Blood_Cell_Count": 8.271543102, + "Platelet_Count": 387.6606166, + "Albumin_Level": 3.727700163, + "Alkaline_Phosphatase_Level": 112.894893, + "Alanine_Aminotransferase_Level": 38.42933419, + "Aspartate_Aminotransferase_Level": 34.82598032, + "Creatinine_Level": 1.174169653, + "LDH_Level": 135.8889192, + "Calcium_Level": 8.460861092, + "Phosphorus_Level": 3.352223212, + "Glucose_Level": 115.1618696, + "Potassium_Level": 4.603139698, + "Sodium_Level": 142.6420943, + "Smoking_Pack_Years": 48.01783446 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.34947764, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.41869091, + "White_Blood_Cell_Count": 5.151918889, + "Platelet_Count": 321.4825852, + "Albumin_Level": 3.258963875, + "Alkaline_Phosphatase_Level": 108.8442728, + "Alanine_Aminotransferase_Level": 29.56802958, + "Aspartate_Aminotransferase_Level": 41.26401663, + "Creatinine_Level": 0.823615165, + "LDH_Level": 213.7358739, + "Calcium_Level": 8.484088568, + "Phosphorus_Level": 3.218799318, + "Glucose_Level": 76.48176759, + "Potassium_Level": 4.911545897, + "Sodium_Level": 142.1092701, + "Smoking_Pack_Years": 73.62232822 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.08465441, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.37115505, + "White_Blood_Cell_Count": 5.344061514, + "Platelet_Count": 307.6207715, + "Albumin_Level": 4.530680138, + "Alkaline_Phosphatase_Level": 53.74168339, + "Alanine_Aminotransferase_Level": 15.33735101, + "Aspartate_Aminotransferase_Level": 12.49834711, + "Creatinine_Level": 1.089410924, + "LDH_Level": 249.0173806, + "Calcium_Level": 10.00973429, + "Phosphorus_Level": 4.685709439, + "Glucose_Level": 144.7936377, + "Potassium_Level": 4.552921563, + "Sodium_Level": 141.0792265, + "Smoking_Pack_Years": 10.10547303 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.71078318, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.7074408, + "White_Blood_Cell_Count": 3.925778163, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.46680798, + "White_Blood_Cell_Count": 7.385443487, + "Platelet_Count": 362.8456353, + "Albumin_Level": 3.335036903, + "Alkaline_Phosphatase_Level": 97.64048013, + "Alanine_Aminotransferase_Level": 11.30467673, + "Aspartate_Aminotransferase_Level": 23.59977034, + "Creatinine_Level": 1.290770462, + "LDH_Level": 132.3760261, + "Calcium_Level": 10.47977413, + "Phosphorus_Level": 4.829945653, + "Glucose_Level": 90.23577589, + "Potassium_Level": 4.45159075, + "Sodium_Level": 137.8152315, + "Smoking_Pack_Years": 33.33595639 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.25646523, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.36623235, + "White_Blood_Cell_Count": 9.966790401, + "Platelet_Count": 331.7790866, + "Albumin_Level": 4.605342706, + "Alkaline_Phosphatase_Level": 54.16375109, + "Alanine_Aminotransferase_Level": 39.84465755, + "Aspartate_Aminotransferase_Level": 13.37121465, + "Creatinine_Level": 1.172588772, + "LDH_Level": 161.5895508, + "Calcium_Level": 9.980324951, + "Phosphorus_Level": 3.4650168, + "Glucose_Level": 115.3871171, + "Potassium_Level": 3.702564226, + "Sodium_Level": 144.8171999, + "Smoking_Pack_Years": 17.07333055 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.61867428, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.46342077, + "White_Blood_Cell_Count": 6.439044967, + "Platelet_Count": 407.86887, + "Albumin_Level": 4.766044994, + "Alkaline_Phosphatase_Level": 62.30298871, + "Alanine_Aminotransferase_Level": 11.87992581, + "Aspartate_Aminotransferase_Level": 10.82033624, + "Creatinine_Level": 1.18487087, + "LDH_Level": 186.8905824, + "Calcium_Level": 9.011936814, + "Phosphorus_Level": 4.744482157, + "Glucose_Level": 85.78887196, + "Potassium_Level": 3.74105626, + "Sodium_Level": 135.2193811, + "Smoking_Pack_Years": 60.90011385 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.52377278, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.7499858, + "White_Blood_Cell_Count": 3.98602043, + "Platelet_Count": 441.801733, + "Albumin_Level": 4.80136313, + "Alkaline_Phosphatase_Level": 104.5143342, + "Alanine_Aminotransferase_Level": 17.30556267, + "Aspartate_Aminotransferase_Level": 38.54646355, + "Creatinine_Level": 1.155674608, + "LDH_Level": 167.0008982, + "Calcium_Level": 9.793627674, + "Phosphorus_Level": 4.259805503, + "Glucose_Level": 116.841404, + "Potassium_Level": 3.713752555, + "Sodium_Level": 136.2101708, + "Smoking_Pack_Years": 1.733541272 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.76215407, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.34312895, + "White_Blood_Cell_Count": 6.925922816, + "Platelet_Count": 246.9741885, + "Albumin_Level": 4.450528056, + "Alkaline_Phosphatase_Level": 41.94935409, + "Alanine_Aminotransferase_Level": 21.34265736, + "Aspartate_Aminotransferase_Level": 22.28052486, + "Creatinine_Level": 1.458860004, + "LDH_Level": 186.3012831, + "Calcium_Level": 8.102634613, + "Phosphorus_Level": 3.84492138, + "Glucose_Level": 93.40757895, + "Potassium_Level": 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"Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.95436804, + "White_Blood_Cell_Count": 8.952024082, + "Platelet_Count": 368.3744384, + "Albumin_Level": 3.890247541, + "Alkaline_Phosphatase_Level": 58.97932047, + "Alanine_Aminotransferase_Level": 24.55229527, + "Aspartate_Aminotransferase_Level": 39.33986739, + "Creatinine_Level": 0.700950866, + "LDH_Level": 114.1037373, + "Calcium_Level": 8.658193371, + "Phosphorus_Level": 2.824775769, + "Glucose_Level": 105.6716451, + "Potassium_Level": 3.798950633, + "Sodium_Level": 141.2196276, + "Smoking_Pack_Years": 48.86778473 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.98982555, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.50938262, + "White_Blood_Cell_Count": 9.404686912, + "Platelet_Count": 262.1411706, + "Albumin_Level": 4.837087903, + "Alkaline_Phosphatase_Level": 53.30635539, + "Alanine_Aminotransferase_Level": 28.62957972, + "Aspartate_Aminotransferase_Level": 37.83000284, + "Creatinine_Level": 1.481714641, + "LDH_Level": 122.7665479, + "Calcium_Level": 8.883754175, + "Phosphorus_Level": 2.779391497, + "Glucose_Level": 120.3086518, + "Potassium_Level": 3.858835866, + "Sodium_Level": 141.1191194, + "Smoking_Pack_Years": 62.10063397 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.92574507, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.6320859, + "White_Blood_Cell_Count": 9.755412455, + "Platelet_Count": 216.883095, + "Albumin_Level": 4.789463529, + "Alkaline_Phosphatase_Level": 54.58776052, + "Alanine_Aminotransferase_Level": 31.10521222, + "Aspartate_Aminotransferase_Level": 38.91381687, + "Creatinine_Level": 0.771188759, + "LDH_Level": 108.3931791, + "Calcium_Level": 8.653030397, + "Phosphorus_Level": 4.639603585, + "Glucose_Level": 131.6629768, + "Potassium_Level": 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31.16637459, + "Aspartate_Aminotransferase_Level": 20.74936208, + "Creatinine_Level": 1.117308123, + "LDH_Level": 176.2815598, + "Calcium_Level": 9.125391558, + "Phosphorus_Level": 3.658398252, + "Glucose_Level": 84.74847466, + "Potassium_Level": 4.213319119, + "Sodium_Level": 136.9387933, + "Smoking_Pack_Years": 20.66765255 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.37939884, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 60, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.63545882, + "White_Blood_Cell_Count": 3.774841065, + "Platelet_Count": 214.1951459, + "Albumin_Level": 4.087440456, + "Alkaline_Phosphatase_Level": 68.48487903, + "Alanine_Aminotransferase_Level": 28.22879797, + "Aspartate_Aminotransferase_Level": 31.31312903, + "Creatinine_Level": 1.451695878, + "LDH_Level": 150.9372188, + "Calcium_Level": 9.869249712, + "Phosphorus_Level": 2.737578302, + "Glucose_Level": 79.70959753, + "Potassium_Level": 3.898936295, + "Sodium_Level": 141.3056113, + "Smoking_Pack_Years": 5.56796909 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.43877292, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.59790005, + "White_Blood_Cell_Count": 9.006480485, + "Platelet_Count": 236.8769039, + "Albumin_Level": 3.445984057, + "Alkaline_Phosphatase_Level": 63.551426, + "Alanine_Aminotransferase_Level": 10.38472218, + "Aspartate_Aminotransferase_Level": 13.45046068, + "Creatinine_Level": 0.731929256, + "LDH_Level": 123.9352417, + "Calcium_Level": 8.647148143, + "Phosphorus_Level": 4.676426109, + "Glucose_Level": 111.544687, + "Potassium_Level": 3.520936842, + "Sodium_Level": 142.7801542, + "Smoking_Pack_Years": 52.07490514 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.26223032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.37063449, + "White_Blood_Cell_Count": 8.936190084, + "Platelet_Count": 437.5216963, + "Albumin_Level": 3.562191075, + "Alkaline_Phosphatase_Level": 102.4620755, + "Alanine_Aminotransferase_Level": 23.7001875, + "Aspartate_Aminotransferase_Level": 46.65524536, + "Creatinine_Level": 1.313362014, + "LDH_Level": 231.7294071, + "Calcium_Level": 10.36943057, + "Phosphorus_Level": 4.252424024, + "Glucose_Level": 107.1380504, + "Potassium_Level": 4.068849557, + "Sodium_Level": 138.3947536, + "Smoking_Pack_Years": 52.98771318 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.38218046, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 65, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.18449517, + "White_Blood_Cell_Count": 8.073634655, + "Platelet_Count": 355.1280775, + "Albumin_Level": 4.310878254, + "Alkaline_Phosphatase_Level": 90.93066424, + "Alanine_Aminotransferase_Level": 5.123254106, + "Aspartate_Aminotransferase_Level": 23.8332631, + "Creatinine_Level": 1.206951615, + "LDH_Level": 211.33449, + "Calcium_Level": 9.879928093, + "Phosphorus_Level": 4.963806708, + "Glucose_Level": 149.153997, + "Potassium_Level": 3.856192893, + "Sodium_Level": 141.4065704, + "Smoking_Pack_Years": 72.65434965 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.1782755, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.32683499, + "White_Blood_Cell_Count": 3.907794112, + "Platelet_Count": 447.9724097, + "Albumin_Level": 3.060890265, + "Alkaline_Phosphatase_Level": 71.78596445, + "Alanine_Aminotransferase_Level": 24.91195886, + "Aspartate_Aminotransferase_Level": 15.02743774, + "Creatinine_Level": 1.38139856, + "LDH_Level": 177.3494694, + "Calcium_Level": 9.00314918, + "Phosphorus_Level": 2.969451218, + "Glucose_Level": 120.9284522, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.05825263, + "White_Blood_Cell_Count": 9.442614185, + "Platelet_Count": 289.941653, + "Albumin_Level": 3.612833707, + "Alkaline_Phosphatase_Level": 109.3676524, + "Alanine_Aminotransferase_Level": 15.9397459, + "Aspartate_Aminotransferase_Level": 33.50868569, + "Creatinine_Level": 1.108276924, + "LDH_Level": 194.6561452, + "Calcium_Level": 9.863439401, + "Phosphorus_Level": 4.807869836, + "Glucose_Level": 71.29281066, + "Potassium_Level": 4.479114963, + "Sodium_Level": 137.7651717, + "Smoking_Pack_Years": 48.29157981 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.69163399, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.67510045, + "White_Blood_Cell_Count": 6.156033289, + "Platelet_Count": 237.8584482, + "Albumin_Level": 4.06580795, + "Alkaline_Phosphatase_Level": 74.74302, + "Alanine_Aminotransferase_Level": 30.38647727, + "Aspartate_Aminotransferase_Level": 49.70226791, + "Creatinine_Level": 0.814700032, + "LDH_Level": 128.5849859, + "Calcium_Level": 8.085761557, + "Phosphorus_Level": 3.098662256, + "Glucose_Level": 76.66411345, + "Potassium_Level": 4.85739704, + "Sodium_Level": 140.5709248, + "Smoking_Pack_Years": 91.25397469 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.34081539, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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22.25693001, + "Aspartate_Aminotransferase_Level": 24.10095731, + "Creatinine_Level": 1.096100535, + "LDH_Level": 213.4000196, + "Calcium_Level": 8.132485542, + "Phosphorus_Level": 2.759462447, + "Glucose_Level": 130.5997123, + "Potassium_Level": 4.778818999, + "Sodium_Level": 140.9115431, + "Smoking_Pack_Years": 30.29586626 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.88219862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 81, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.22154617, + "White_Blood_Cell_Count": 6.88097382, + "Platelet_Count": 316.0172333, + "Albumin_Level": 4.676703357, + "Alkaline_Phosphatase_Level": 101.830255, + "Alanine_Aminotransferase_Level": 32.92048158, + "Aspartate_Aminotransferase_Level": 17.40495772, + "Creatinine_Level": 0.625009151, + "LDH_Level": 177.6511138, + "Calcium_Level": 9.759385476, + "Phosphorus_Level": 2.631497088, + "Glucose_Level": 101.3077277, + "Potassium_Level": 4.868386777, + "Sodium_Level": 136.9547455, + "Smoking_Pack_Years": 67.04039565 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.19605736, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.4421991, + "White_Blood_Cell_Count": 5.721011501, + "Platelet_Count": 346.6377577, + "Albumin_Level": 3.332730002, + "Alkaline_Phosphatase_Level": 67.29126028, + "Alanine_Aminotransferase_Level": 38.61926027, + "Aspartate_Aminotransferase_Level": 34.08865689, + "Creatinine_Level": 1.296914409, + "LDH_Level": 103.9964675, + "Calcium_Level": 8.356412808, + "Phosphorus_Level": 3.279845476, + "Glucose_Level": 137.9093412, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 34.52572074, + "Aspartate_Aminotransferase_Level": 25.44861639, + "Creatinine_Level": 1.101402828, + "LDH_Level": 183.993339, + "Calcium_Level": 9.529154582, + "Phosphorus_Level": 2.505090185, + "Glucose_Level": 135.4282357, + "Potassium_Level": 4.472122555, + "Sodium_Level": 142.1039997, + "Smoking_Pack_Years": 62.54495062 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.06813697, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.72031449, + "White_Blood_Cell_Count": 9.640676279, + "Platelet_Count": 203.6850155, + "Albumin_Level": 3.570267021, + "Alkaline_Phosphatase_Level": 119.2694511, + "Alanine_Aminotransferase_Level": 38.62044841, + "Aspartate_Aminotransferase_Level": 18.49697071, + "Creatinine_Level": 0.68201637, + "LDH_Level": 229.8701371, + "Calcium_Level": 9.837840757, + "Phosphorus_Level": 3.761997758, + "Glucose_Level": 149.7388222, + "Potassium_Level": 4.815814343, + "Sodium_Level": 144.3166721, + "Smoking_Pack_Years": 52.55667316 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.63208989, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.9329069, + "White_Blood_Cell_Count": 7.19800692, + "Platelet_Count": 221.6575267, + "Albumin_Level": 4.4916624, + "Alkaline_Phosphatase_Level": 119.6559512, + "Alanine_Aminotransferase_Level": 34.89781412, + "Aspartate_Aminotransferase_Level": 27.3820246, + "Creatinine_Level": 1.460938284, + "LDH_Level": 153.6815897, + "Calcium_Level": 10.33899259, + "Phosphorus_Level": 3.358119817, + "Glucose_Level": 73.0274366, + "Potassium_Level": 4.040443545, + "Sodium_Level": 141.1316869, + "Smoking_Pack_Years": 36.01537078 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.68746036, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.48730548, + "White_Blood_Cell_Count": 9.147706142, + "Platelet_Count": 221.1103108, + "Albumin_Level": 4.494812922, + "Alkaline_Phosphatase_Level": 116.8165405, + "Alanine_Aminotransferase_Level": 8.255773055, + "Aspartate_Aminotransferase_Level": 20.17671476, + "Creatinine_Level": 0.873470517, + "LDH_Level": 224.3208592, + "Calcium_Level": 9.881548953, + "Phosphorus_Level": 3.904645227, + "Glucose_Level": 88.55824735, + "Potassium_Level": 4.047527806, + "Sodium_Level": 140.4514993, + "Smoking_Pack_Years": 23.72530676 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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3.135032278, + "Glucose_Level": 133.1806826, + "Potassium_Level": 3.869293595, + "Sodium_Level": 136.7287339, + "Smoking_Pack_Years": 67.10851822 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.18533898, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.06366468, + "White_Blood_Cell_Count": 3.705446569, + "Platelet_Count": 183.634002, + "Albumin_Level": 4.017832276, + "Alkaline_Phosphatase_Level": 99.31539073, + "Alanine_Aminotransferase_Level": 30.1424104, + "Aspartate_Aminotransferase_Level": 48.88027031, + "Creatinine_Level": 0.776057125, + "LDH_Level": 152.4858586, + "Calcium_Level": 8.914014071, + "Phosphorus_Level": 2.835783046, + "Glucose_Level": 112.9181331, + "Potassium_Level": 4.537826305, + "Sodium_Level": 137.2555211, + "Smoking_Pack_Years": 85.38972403 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.85683819, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.08896479, + "White_Blood_Cell_Count": 6.973250035, + "Platelet_Count": 308.7530473, + "Albumin_Level": 3.367264198, + "Alkaline_Phosphatase_Level": 56.61655653, + "Alanine_Aminotransferase_Level": 9.790873125, + "Aspartate_Aminotransferase_Level": 23.23090893, + "Creatinine_Level": 0.981393001, + "LDH_Level": 192.1659422, + "Calcium_Level": 8.507272881, + "Phosphorus_Level": 3.039840576, + "Glucose_Level": 73.90007822, + "Potassium_Level": 3.85516167, + "Sodium_Level": 143.929882, + "Smoking_Pack_Years": 54.06381477 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.10768649, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.94197515, + "White_Blood_Cell_Count": 7.378848892, + "Platelet_Count": 259.3440848, + "Albumin_Level": 4.783029754, + "Alkaline_Phosphatase_Level": 86.05765304, + "Alanine_Aminotransferase_Level": 31.49170659, + "Aspartate_Aminotransferase_Level": 23.45261693, + "Creatinine_Level": 1.310052034, + "LDH_Level": 125.6398574, + "Calcium_Level": 10.30746589, + "Phosphorus_Level": 3.58996811, + "Glucose_Level": 110.4142412, + "Potassium_Level": 4.632092355, + "Sodium_Level": 144.278063, + "Smoking_Pack_Years": 27.17347025 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.91031161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.21904067, + "White_Blood_Cell_Count": 6.421208178, + "Platelet_Count": 231.2002728, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.31869822, + "White_Blood_Cell_Count": 8.073936792, + "Platelet_Count": 375.9034382, + "Albumin_Level": 4.661913781, + "Alkaline_Phosphatase_Level": 93.51434951, + "Alanine_Aminotransferase_Level": 28.71437523, + "Aspartate_Aminotransferase_Level": 31.33999459, + "Creatinine_Level": 0.871635579, + "LDH_Level": 230.5646599, + "Calcium_Level": 10.02370306, + "Phosphorus_Level": 2.817027623, + "Glucose_Level": 105.9666458, + "Potassium_Level": 3.914076095, + "Sodium_Level": 135.5631446, + "Smoking_Pack_Years": 15.96473465 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.36414237, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.3279488, + "White_Blood_Cell_Count": 9.738267127, + "Platelet_Count": 407.0235471, + "Albumin_Level": 4.174211356, + "Alkaline_Phosphatase_Level": 93.71682312, + "Alanine_Aminotransferase_Level": 30.23068692, + "Aspartate_Aminotransferase_Level": 18.6468623, + "Creatinine_Level": 0.583123813, + "LDH_Level": 182.8104468, + "Calcium_Level": 8.728087592, + "Phosphorus_Level": 3.04200348, + "Glucose_Level": 139.615161, + "Potassium_Level": 4.418400572, + "Sodium_Level": 144.0625052, + "Smoking_Pack_Years": 42.34643718 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.37918117, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.53813501, + "White_Blood_Cell_Count": 5.80733503, + "Platelet_Count": 292.9603546, + "Albumin_Level": 3.96992948, + "Alkaline_Phosphatase_Level": 70.24784651, + "Alanine_Aminotransferase_Level": 12.06881384, + "Aspartate_Aminotransferase_Level": 14.39468888, + "Creatinine_Level": 0.946239685, + "LDH_Level": 150.4842944, 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.32584096, + "White_Blood_Cell_Count": 4.853748954, + "Platelet_Count": 274.9973401, + "Albumin_Level": 3.32012227, + "Alkaline_Phosphatase_Level": 71.84065588, + "Alanine_Aminotransferase_Level": 20.80932605, + "Aspartate_Aminotransferase_Level": 37.05490132, + "Creatinine_Level": 0.755641046, + "LDH_Level": 213.9883242, + "Calcium_Level": 10.07805969, + "Phosphorus_Level": 4.335851823, + "Glucose_Level": 143.3849057, + "Potassium_Level": 4.05525375, + "Sodium_Level": 138.4104353, + "Smoking_Pack_Years": 82.85840586 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.76571035, + "Phosphorus_Level": 3.017478456, + "Glucose_Level": 107.6409812, + "Potassium_Level": 3.803807156, + "Sodium_Level": 141.943089, + "Smoking_Pack_Years": 46.43189831 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.46041819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.78158358, + "White_Blood_Cell_Count": 7.965649206, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.84257599, + "White_Blood_Cell_Count": 5.166063548, + "Platelet_Count": 373.2939385, + "Albumin_Level": 3.372196871, + "Alkaline_Phosphatase_Level": 98.66871197, + "Alanine_Aminotransferase_Level": 5.815225912, + "Aspartate_Aminotransferase_Level": 26.6859562, + "Creatinine_Level": 0.740151001, + "LDH_Level": 225.4307626, + "Calcium_Level": 8.371630296, + "Phosphorus_Level": 2.659690093, + "Glucose_Level": 75.83967228, + "Potassium_Level": 4.289516524, + "Sodium_Level": 144.4541339, + "Smoking_Pack_Years": 88.95201855 + }, + { + "Age": 52, + "Gender": "Female", 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252.1481952, + "Albumin_Level": 3.676179952, + "Alkaline_Phosphatase_Level": 89.8731777, + "Alanine_Aminotransferase_Level": 16.48950124, + "Aspartate_Aminotransferase_Level": 31.9437419, + "Creatinine_Level": 1.174778759, + "LDH_Level": 134.1726198, + "Calcium_Level": 9.692680557, + "Phosphorus_Level": 4.218411668, + "Glucose_Level": 102.4648677, + "Potassium_Level": 3.940915491, + "Sodium_Level": 142.8024478, + "Smoking_Pack_Years": 0.304103405 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.42025983, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.08241598, + "White_Blood_Cell_Count": 9.733123317, + "Platelet_Count": 155.605701, + "Albumin_Level": 3.343901121, + "Alkaline_Phosphatase_Level": 37.38448653, + "Alanine_Aminotransferase_Level": 16.11718583, + "Aspartate_Aminotransferase_Level": 43.19166725, + "Creatinine_Level": 1.195284353, + "LDH_Level": 189.3695546, + "Calcium_Level": 8.796460618, + "Phosphorus_Level": 4.48417849, + "Glucose_Level": 90.26747525, + "Potassium_Level": 4.808273136, + "Sodium_Level": 138.7807427, + "Smoking_Pack_Years": 94.43944365 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.11430342, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.26008041, + "White_Blood_Cell_Count": 3.518281861, + "Platelet_Count": 185.635269, + "Albumin_Level": 4.639533526, + "Alkaline_Phosphatase_Level": 87.7332139, + "Alanine_Aminotransferase_Level": 11.70555078, + "Aspartate_Aminotransferase_Level": 25.01285252, + "Creatinine_Level": 1.390490799, + "LDH_Level": 220.1054634, + "Calcium_Level": 10.28501079, + "Phosphorus_Level": 4.399996341, + "Glucose_Level": 134.5543804, + "Potassium_Level": 3.876084677, + "Sodium_Level": 140.3421428, + "Smoking_Pack_Years": 9.873377802 + }, + { + "Age": 70, + "Gender": "Male", 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245.3085337, + "Calcium_Level": 9.828298643, + "Phosphorus_Level": 3.093922139, + "Glucose_Level": 94.72330878, + "Potassium_Level": 4.942388491, + "Sodium_Level": 137.1020388, + "Smoking_Pack_Years": 89.00358433 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.60867097, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.8198385, + "White_Blood_Cell_Count": 7.186660439, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.26987893, + "White_Blood_Cell_Count": 3.507024376, + "Platelet_Count": 239.3824412, + "Albumin_Level": 3.364044672, + "Alkaline_Phosphatase_Level": 115.8530621, + "Alanine_Aminotransferase_Level": 27.32659695, + "Aspartate_Aminotransferase_Level": 21.88673658, + "Creatinine_Level": 1.147847503, + "LDH_Level": 159.1560722, + "Calcium_Level": 10.34932043, + "Phosphorus_Level": 4.024542936, + "Glucose_Level": 111.6146302, + "Potassium_Level": 4.196537303, + "Sodium_Level": 143.5971529, + "Smoking_Pack_Years": 35.25684621 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.28414355, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.58965913, + "White_Blood_Cell_Count": 6.193416559, + "Platelet_Count": 175.0663195, + "Albumin_Level": 4.796674586, + "Alkaline_Phosphatase_Level": 108.8628945, + "Alanine_Aminotransferase_Level": 36.74206658, + "Aspartate_Aminotransferase_Level": 49.37218594, + "Creatinine_Level": 0.625794093, + "LDH_Level": 237.181991, + "Calcium_Level": 10.3762275, + "Phosphorus_Level": 3.281612267, + "Glucose_Level": 120.4519135, + "Potassium_Level": 4.665085519, + "Sodium_Level": 135.8931061, + "Smoking_Pack_Years": 93.19259952 + }, + { + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.28963617, + "White_Blood_Cell_Count": 5.624029857, + "Platelet_Count": 411.6958646, + "Albumin_Level": 3.056544096, + "Alkaline_Phosphatase_Level": 110.7860091, + "Alanine_Aminotransferase_Level": 36.7609185, + "Aspartate_Aminotransferase_Level": 21.60255573, + "Creatinine_Level": 1.305191289, + "LDH_Level": 122.606227, + "Calcium_Level": 8.072758664, + "Phosphorus_Level": 2.536833121, + "Glucose_Level": 97.75698557, + "Potassium_Level": 4.435688022, + "Sodium_Level": 143.7086772, + "Smoking_Pack_Years": 12.82608342 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.7135477, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 20.19037056, + "Creatinine_Level": 0.954402156, + "LDH_Level": 234.6453473, + "Calcium_Level": 8.453621188, + "Phosphorus_Level": 2.537168712, + "Glucose_Level": 77.34752737, + "Potassium_Level": 3.5920091, + "Sodium_Level": 135.5021464, + "Smoking_Pack_Years": 11.35287222 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.62675965, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 99, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.07381134, + "White_Blood_Cell_Count": 9.961052069, + "Platelet_Count": 281.3418172, + "Albumin_Level": 4.020031123, + "Alkaline_Phosphatase_Level": 40.869427, + "Alanine_Aminotransferase_Level": 24.39909226, + "Aspartate_Aminotransferase_Level": 37.09364949, + "Creatinine_Level": 1.318383324, + "LDH_Level": 149.1866334, + "Calcium_Level": 8.357392825, + "Phosphorus_Level": 4.308670798, + "Glucose_Level": 123.6693132, + "Potassium_Level": 3.807032799, + "Sodium_Level": 140.2522774, + "Smoking_Pack_Years": 30.81104447 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.90703129, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.23910722, + "White_Blood_Cell_Count": 9.560654307, + "Platelet_Count": 376.1813983, + "Albumin_Level": 3.546731146, + "Alkaline_Phosphatase_Level": 54.88489435, + "Alanine_Aminotransferase_Level": 9.349661978, + "Aspartate_Aminotransferase_Level": 25.50073268, + "Creatinine_Level": 1.367562923, + "LDH_Level": 202.8014818, + "Calcium_Level": 8.055479672, + "Phosphorus_Level": 3.018139585, + "Glucose_Level": 80.90409851, + "Potassium_Level": 3.606294498, + "Sodium_Level": 143.4092134, + "Smoking_Pack_Years": 64.32300743 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.75559207, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.42020726, + "White_Blood_Cell_Count": 6.664206, + "Platelet_Count": 194.5400412, + "Albumin_Level": 4.256563942, + "Alkaline_Phosphatase_Level": 97.3984834, + "Alanine_Aminotransferase_Level": 17.42498396, + "Aspartate_Aminotransferase_Level": 27.37538077, + "Creatinine_Level": 1.16481606, + "LDH_Level": 209.0847578, + "Calcium_Level": 10.25282201, + "Phosphorus_Level": 3.428217012, + "Glucose_Level": 128.2177314, + "Potassium_Level": 4.944422744, + "Sodium_Level": 137.2579184, + "Smoking_Pack_Years": 7.654686715 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.77747984, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.04118916, + "White_Blood_Cell_Count": 9.804911612, + "Platelet_Count": 231.311682, + "Albumin_Level": 3.155894958, + "Alkaline_Phosphatase_Level": 104.7912762, + "Alanine_Aminotransferase_Level": 8.289170822, + "Aspartate_Aminotransferase_Level": 13.84282548, + "Creatinine_Level": 1.236718538, + "LDH_Level": 157.7837115, + "Calcium_Level": 9.370148068, + "Phosphorus_Level": 4.234456589, + "Glucose_Level": 128.6472221, + "Potassium_Level": 3.628392639, + "Sodium_Level": 135.4853346, + "Smoking_Pack_Years": 44.38211793 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.73005594, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 29.81938652, + "Aspartate_Aminotransferase_Level": 15.67080804, + "Creatinine_Level": 0.739580864, + "LDH_Level": 100.6476125, + "Calcium_Level": 8.437946246, + "Phosphorus_Level": 4.004825742, + "Glucose_Level": 98.40575102, + "Potassium_Level": 4.417985088, + "Sodium_Level": 140.3882709, + "Smoking_Pack_Years": 98.84269627 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.6767653, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.4206893, + "White_Blood_Cell_Count": 3.963470334, + "Platelet_Count": 318.4518175, + "Albumin_Level": 4.708577111, + "Alkaline_Phosphatase_Level": 85.37784082, + "Alanine_Aminotransferase_Level": 28.94508072, + "Aspartate_Aminotransferase_Level": 23.15263953, + "Creatinine_Level": 1.168588021, + "LDH_Level": 222.2384791, + "Calcium_Level": 8.690281825, + "Phosphorus_Level": 4.066698307, + "Glucose_Level": 116.1535372, + "Potassium_Level": 4.542046892, + "Sodium_Level": 138.9105754, + "Smoking_Pack_Years": 53.76346599 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.08069059, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.73535264, + "White_Blood_Cell_Count": 9.121055474, + "Platelet_Count": 324.6993524, + "Albumin_Level": 4.240820147, + "Alkaline_Phosphatase_Level": 99.32690109, + "Alanine_Aminotransferase_Level": 11.61195854, + "Aspartate_Aminotransferase_Level": 11.73743703, + "Creatinine_Level": 1.26752197, + "LDH_Level": 182.2309196, + "Calcium_Level": 10.15441809, + "Phosphorus_Level": 4.416192731, + "Glucose_Level": 75.11437042, + "Potassium_Level": 3.842787502, + "Sodium_Level": 136.1539774, + "Smoking_Pack_Years": 29.17165814 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.97255792, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.90633832, + "White_Blood_Cell_Count": 7.667596522, + "Platelet_Count": 205.3009677, + "Albumin_Level": 3.088651547, + "Alkaline_Phosphatase_Level": 74.23134854, + "Alanine_Aminotransferase_Level": 6.360436707, + "Aspartate_Aminotransferase_Level": 27.85948709, + "Creatinine_Level": 0.598391583, + "LDH_Level": 170.6461627, + "Calcium_Level": 10.11118155, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 54.45705237, + "Alanine_Aminotransferase_Level": 18.76046831, + "Aspartate_Aminotransferase_Level": 34.19891801, + "Creatinine_Level": 1.202082961, + "LDH_Level": 210.1456458, + "Calcium_Level": 10.05887701, + "Phosphorus_Level": 4.656272057, + "Glucose_Level": 74.47403197, + "Potassium_Level": 4.037481862, + "Sodium_Level": 139.4591218, + "Smoking_Pack_Years": 65.18630696 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.99948203, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.77792732, + "White_Blood_Cell_Count": 4.141136374, + "Platelet_Count": 174.7541871, + "Albumin_Level": 3.553855935, + "Alkaline_Phosphatase_Level": 113.9768394, + "Alanine_Aminotransferase_Level": 26.45409675, + "Aspartate_Aminotransferase_Level": 28.24097444, + "Creatinine_Level": 0.734222721, + "LDH_Level": 194.4652862, + "Calcium_Level": 9.269806156, + "Phosphorus_Level": 2.816438672, + "Glucose_Level": 117.7985025, + "Potassium_Level": 4.805016283, + "Sodium_Level": 144.0787075, + "Smoking_Pack_Years": 22.33797739 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.21377329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.70309201, + "White_Blood_Cell_Count": 9.14870742, + "Platelet_Count": 352.8735371, + "Albumin_Level": 3.915706646, + "Alkaline_Phosphatase_Level": 31.07140292, + "Alanine_Aminotransferase_Level": 22.87428481, + "Aspartate_Aminotransferase_Level": 33.34368955, + "Creatinine_Level": 1.217675361, + "LDH_Level": 117.6675852, + "Calcium_Level": 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"LDH_Level": 191.3251582, + "Calcium_Level": 9.979951671, + "Phosphorus_Level": 3.086734328, + "Glucose_Level": 91.63647539, + "Potassium_Level": 4.073223624, + "Sodium_Level": 138.2944341, + "Smoking_Pack_Years": 60.0816005 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.9993356, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.55613931, + "White_Blood_Cell_Count": 5.876038187, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.11811069, + "White_Blood_Cell_Count": 4.941438833, + "Platelet_Count": 152.9819309, + "Albumin_Level": 4.339512185, + "Alkaline_Phosphatase_Level": 87.40789507, + "Alanine_Aminotransferase_Level": 20.52720291, + "Aspartate_Aminotransferase_Level": 40.3212077, + "Creatinine_Level": 0.622783753, + "LDH_Level": 214.1968567, + "Calcium_Level": 9.947956442, + "Phosphorus_Level": 2.739986862, + "Glucose_Level": 108.3908239, + "Potassium_Level": 4.810857331, + "Sodium_Level": 137.572771, + "Smoking_Pack_Years": 76.80571763 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.11225754, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.66861395, + "White_Blood_Cell_Count": 8.268783819, + "Platelet_Count": 150.4931627, + "Albumin_Level": 3.565067996, + "Alkaline_Phosphatase_Level": 73.50146712, + "Alanine_Aminotransferase_Level": 31.06790203, + "Aspartate_Aminotransferase_Level": 47.02587159, + "Creatinine_Level": 1.178312013, + "LDH_Level": 203.5807355, + "Calcium_Level": 9.922480248, + "Phosphorus_Level": 4.923276586, + "Glucose_Level": 95.31715709, + "Potassium_Level": 4.85892423, + "Sodium_Level": 142.449835, + "Smoking_Pack_Years": 66.72147682 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.14123235, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.57663826, + "White_Blood_Cell_Count": 7.080290543, + "Platelet_Count": 375.858757, + "Albumin_Level": 3.575789889, + "Alkaline_Phosphatase_Level": 78.11842631, + "Alanine_Aminotransferase_Level": 30.30633316, + "Aspartate_Aminotransferase_Level": 45.16389187, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.9108621, + "White_Blood_Cell_Count": 4.68157107, + "Platelet_Count": 432.1802319, + "Albumin_Level": 3.107496437, + "Alkaline_Phosphatase_Level": 109.5099908, + "Alanine_Aminotransferase_Level": 18.62892309, + "Aspartate_Aminotransferase_Level": 25.18905252, + "Creatinine_Level": 0.96927599, + "LDH_Level": 196.902256, + "Calcium_Level": 10.08825704, + "Phosphorus_Level": 3.43475693, + "Glucose_Level": 117.0888015, + "Potassium_Level": 4.35896638, + "Sodium_Level": 140.6752093, + "Smoking_Pack_Years": 62.28338391 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.41403222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.42951346, + "White_Blood_Cell_Count": 6.016318727, + "Platelet_Count": 318.4601152, + "Albumin_Level": 4.761688437, + "Alkaline_Phosphatase_Level": 115.3703111, + "Alanine_Aminotransferase_Level": 28.29023685, + "Aspartate_Aminotransferase_Level": 38.69186164, + "Creatinine_Level": 1.374471193, + "LDH_Level": 239.0543817, + "Calcium_Level": 9.469057728, + "Phosphorus_Level": 2.896189447, + "Glucose_Level": 93.72358668, + "Potassium_Level": 4.068713728, + "Sodium_Level": 141.942356, + "Smoking_Pack_Years": 82.03517364 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.02688101, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.41228248, + "White_Blood_Cell_Count": 3.757720558, + "Platelet_Count": 314.9366523, + "Albumin_Level": 3.490594201, + "Alkaline_Phosphatase_Level": 100.2793126, + "Alanine_Aminotransferase_Level": 29.52566986, + "Aspartate_Aminotransferase_Level": 11.88647626, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.15454579, + "White_Blood_Cell_Count": 4.421180422, + "Platelet_Count": 267.9915281, + "Albumin_Level": 3.713917778, + "Alkaline_Phosphatase_Level": 112.5040378, + "Alanine_Aminotransferase_Level": 35.11469746, + "Aspartate_Aminotransferase_Level": 10.12313294, + "Creatinine_Level": 1.12386082, + "LDH_Level": 237.4377172, + "Calcium_Level": 9.408679935, + "Phosphorus_Level": 4.613169231, + "Glucose_Level": 75.03163467, + "Potassium_Level": 4.736824211, + "Sodium_Level": 138.0921409, + "Smoking_Pack_Years": 76.73473675 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.50216295, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.01628532, + "White_Blood_Cell_Count": 6.292147761, + "Platelet_Count": 177.250093, + "Albumin_Level": 3.876648972, + "Alkaline_Phosphatase_Level": 67.36902542, + "Alanine_Aminotransferase_Level": 37.49036894, + "Aspartate_Aminotransferase_Level": 15.80170882, + "Creatinine_Level": 0.681585011, + "LDH_Level": 168.5540215, + "Calcium_Level": 8.492621957, + "Phosphorus_Level": 4.793505586, + "Glucose_Level": 121.1845223, + "Potassium_Level": 4.751449919, + "Sodium_Level": 138.0221672, + "Smoking_Pack_Years": 82.82494186 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.36093722, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.85913402, + "White_Blood_Cell_Count": 9.105287875, + "Platelet_Count": 386.7153481, + "Albumin_Level": 4.839320256, + "Alkaline_Phosphatase_Level": 64.72629696, + "Alanine_Aminotransferase_Level": 8.574868089, + "Aspartate_Aminotransferase_Level": 44.41539297, + "Creatinine_Level": 0.896530288, + "LDH_Level": 198.3914404, + "Calcium_Level": 10.05163801, + "Phosphorus_Level": 2.985024685, + "Glucose_Level": 70.17742037, + "Potassium_Level": 4.295416216, + "Sodium_Level": 141.2968979, + "Smoking_Pack_Years": 29.72954145 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.60943533, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 64, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.88260239, + "White_Blood_Cell_Count": 8.527682919, + "Platelet_Count": 447.7141407, + "Albumin_Level": 4.728977196, + "Alkaline_Phosphatase_Level": 97.11631238, + "Alanine_Aminotransferase_Level": 14.28205134, + "Aspartate_Aminotransferase_Level": 18.38456512, + "Creatinine_Level": 0.980095585, + "LDH_Level": 233.3201785, + "Calcium_Level": 10.11203956, + "Phosphorus_Level": 3.605198781, + "Glucose_Level": 112.8740845, + "Potassium_Level": 4.355922856, + "Sodium_Level": 143.8159719, + "Smoking_Pack_Years": 27.95990991 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.81228622, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", 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"Alanine_Aminotransferase_Level": 31.04660466, + "Aspartate_Aminotransferase_Level": 18.65983871, + "Creatinine_Level": 1.334171779, + "LDH_Level": 107.9003226, + "Calcium_Level": 8.923231775, + "Phosphorus_Level": 4.315748664, + "Glucose_Level": 126.6454329, + "Potassium_Level": 4.25678573, + "Sodium_Level": 138.123744, + "Smoking_Pack_Years": 93.08618467 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.62676365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.62255326, + "White_Blood_Cell_Count": 8.297671724, + "Platelet_Count": 431.874599, + "Albumin_Level": 4.878997201, + "Alkaline_Phosphatase_Level": 66.01667934, + "Alanine_Aminotransferase_Level": 19.93928136, + "Aspartate_Aminotransferase_Level": 10.11265588, + "Creatinine_Level": 0.892184447, + "LDH_Level": 109.9990722, + "Calcium_Level": 9.610874664, + "Phosphorus_Level": 2.843044185, + "Glucose_Level": 125.3606841, + "Potassium_Level": 3.918885536, + "Sodium_Level": 143.2451762, + "Smoking_Pack_Years": 25.70613574 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.296314, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.56800357, + "White_Blood_Cell_Count": 8.526113541, + "Platelet_Count": 155.34776, + "Albumin_Level": 3.297768796, + "Alkaline_Phosphatase_Level": 100.2476589, + "Alanine_Aminotransferase_Level": 20.68400154, + "Aspartate_Aminotransferase_Level": 36.42239419, + "Creatinine_Level": 0.528549574, + "LDH_Level": 131.3085904, + "Calcium_Level": 10.46103016, + "Phosphorus_Level": 4.350797939, + "Glucose_Level": 149.0458802, + "Potassium_Level": 4.658374761, + "Sodium_Level": 138.4774301, + "Smoking_Pack_Years": 2.499943856 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.13910653, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.66412159, + "White_Blood_Cell_Count": 9.633895963, + "Platelet_Count": 238.7085765, + "Albumin_Level": 3.03778336, + "Alkaline_Phosphatase_Level": 112.6413155, + "Alanine_Aminotransferase_Level": 9.188022981, + "Aspartate_Aminotransferase_Level": 48.61696647, + "Creatinine_Level": 1.428884477, + "LDH_Level": 109.2462931, + "Calcium_Level": 8.916199701, + "Phosphorus_Level": 3.566163703, + "Glucose_Level": 143.6345139, + "Potassium_Level": 4.180098038, + "Sodium_Level": 140.6969674, + "Smoking_Pack_Years": 45.07871381 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.03476188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.46796183, + "White_Blood_Cell_Count": 5.344363031, + "Platelet_Count": 267.6147282, + "Albumin_Level": 3.948929214, + "Alkaline_Phosphatase_Level": 35.96271622, + "Alanine_Aminotransferase_Level": 21.20915957, + "Aspartate_Aminotransferase_Level": 24.8853354, + "Creatinine_Level": 1.15729339, + "LDH_Level": 244.3509195, + "Calcium_Level": 8.194048293, + "Phosphorus_Level": 3.759842996, + "Glucose_Level": 139.1815777, + "Potassium_Level": 3.602111376, + "Sodium_Level": 136.2114082, + "Smoking_Pack_Years": 26.82157781 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.91224098, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.48824488, + "White_Blood_Cell_Count": 6.008780162, + "Platelet_Count": 388.1891496, + "Albumin_Level": 4.042593041, + "Alkaline_Phosphatase_Level": 71.05070201, + "Alanine_Aminotransferase_Level": 34.58493275, + "Aspartate_Aminotransferase_Level": 37.99464473, + "Creatinine_Level": 0.565854758, + "LDH_Level": 186.0625299, + "Calcium_Level": 9.877223421, + "Phosphorus_Level": 2.944589105, + "Glucose_Level": 86.17048807, + "Potassium_Level": 3.637923637, + "Sodium_Level": 144.3932213, + "Smoking_Pack_Years": 54.14833863 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.67534459, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.98704294, + "White_Blood_Cell_Count": 7.067829137, + "Platelet_Count": 259.8398133, + "Albumin_Level": 4.914174635, + "Alkaline_Phosphatase_Level": 66.48757738, + "Alanine_Aminotransferase_Level": 23.18466394, + "Aspartate_Aminotransferase_Level": 46.73260405, + "Creatinine_Level": 0.618859737, + "LDH_Level": 188.9103878, + "Calcium_Level": 9.025409737, + "Phosphorus_Level": 4.900588797, + "Glucose_Level": 85.97249422, + "Potassium_Level": 4.34140379, + "Sodium_Level": 144.0000858, + "Smoking_Pack_Years": 30.21945454 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.52138226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.57494535, + "White_Blood_Cell_Count": 5.953714342, + "Platelet_Count": 406.62466, + "Albumin_Level": 3.874553692, + "Alkaline_Phosphatase_Level": 99.56990458, + "Alanine_Aminotransferase_Level": 27.38499026, + "Aspartate_Aminotransferase_Level": 16.67035742, + "Creatinine_Level": 0.514152839, + "LDH_Level": 134.6484154, + "Calcium_Level": 9.1502885, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 41.06630094, + "Alanine_Aminotransferase_Level": 17.58327358, + "Aspartate_Aminotransferase_Level": 28.48847698, + "Creatinine_Level": 0.533689656, + "LDH_Level": 180.5455722, + "Calcium_Level": 8.125457291, + "Phosphorus_Level": 4.134799914, + "Glucose_Level": 130.6465876, + "Potassium_Level": 3.971918646, + "Sodium_Level": 143.9463605, + "Smoking_Pack_Years": 94.44363248 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.53377745, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.58382177, + "White_Blood_Cell_Count": 4.282669295, + "Platelet_Count": 178.9727623, + "Albumin_Level": 3.122724632, + "Alkaline_Phosphatase_Level": 61.07126861, + "Alanine_Aminotransferase_Level": 15.26687686, + "Aspartate_Aminotransferase_Level": 12.09085019, + "Creatinine_Level": 0.551614336, + "LDH_Level": 164.2351375, + "Calcium_Level": 10.33342629, + "Phosphorus_Level": 3.598042941, + "Glucose_Level": 71.23413071, + "Potassium_Level": 4.375362144, + "Sodium_Level": 143.5218992, + "Smoking_Pack_Years": 89.27088572 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.46069684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.93439431, + "White_Blood_Cell_Count": 6.10507712, + "Platelet_Count": 201.1763402, + "Albumin_Level": 3.575756232, + "Alkaline_Phosphatase_Level": 77.24685205, + "Alanine_Aminotransferase_Level": 23.41182595, + "Aspartate_Aminotransferase_Level": 36.27144368, + "Creatinine_Level": 1.097970249, + "LDH_Level": 136.8628777, + "Calcium_Level": 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"Albumin_Level": 3.42079239, + "Alkaline_Phosphatase_Level": 98.92905743, + "Alanine_Aminotransferase_Level": 33.55402457, + "Aspartate_Aminotransferase_Level": 38.33451084, + "Creatinine_Level": 0.512760241, + "LDH_Level": 233.3993141, + "Calcium_Level": 9.190432651, + "Phosphorus_Level": 4.176274349, + "Glucose_Level": 129.6984918, + "Potassium_Level": 3.795000037, + "Sodium_Level": 140.5205536, + "Smoking_Pack_Years": 70.27029258 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.27221662, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.10104107, + "White_Blood_Cell_Count": 4.353882905, + "Platelet_Count": 156.8160777, + "Albumin_Level": 4.05725219, + "Alkaline_Phosphatase_Level": 100.9597023, + "Alanine_Aminotransferase_Level": 36.89738986, + "Aspartate_Aminotransferase_Level": 24.47013571, + "Creatinine_Level": 0.543556401, + "LDH_Level": 181.75445, + "Calcium_Level": 9.909538286, + "Phosphorus_Level": 4.134070343, + "Glucose_Level": 125.3809722, + "Potassium_Level": 3.642022681, + "Sodium_Level": 142.8126066, + "Smoking_Pack_Years": 1.599403603 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.33787657, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.27186699, + "White_Blood_Cell_Count": 5.043822021, + "Platelet_Count": 298.5525075, + "Albumin_Level": 4.472684956, + "Alkaline_Phosphatase_Level": 37.24737314, + "Alanine_Aminotransferase_Level": 8.64628588, + "Aspartate_Aminotransferase_Level": 17.77495054, + "Creatinine_Level": 1.270765649, + "LDH_Level": 220.9017452, + "Calcium_Level": 9.731064962, + "Phosphorus_Level": 4.666042171, + "Glucose_Level": 132.7669916, + "Potassium_Level": 3.656603706, + "Sodium_Level": 138.6891559, + "Smoking_Pack_Years": 8.808066817 + }, + { + "Age": 45, + "Gender": "Male", 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"Calcium_Level": 9.81072392, + "Phosphorus_Level": 3.155924068, + "Glucose_Level": 105.3994489, + "Potassium_Level": 4.905728029, + "Sodium_Level": 143.3626953, + "Smoking_Pack_Years": 0.49478974 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.68643595, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.05825806, + "White_Blood_Cell_Count": 9.091864491, + "Platelet_Count": 345.9685115, 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.06537252, + "White_Blood_Cell_Count": 9.182351296, + "Platelet_Count": 160.6064202, + "Albumin_Level": 3.124447404, + "Alkaline_Phosphatase_Level": 119.7562492, + "Alanine_Aminotransferase_Level": 29.41867244, + "Aspartate_Aminotransferase_Level": 32.51821637, + "Creatinine_Level": 1.298484909, + "LDH_Level": 103.6851293, + "Calcium_Level": 8.42808903, + "Phosphorus_Level": 2.543510453, + "Glucose_Level": 95.49684911, + "Potassium_Level": 4.268285782, + "Sodium_Level": 142.6976129, + "Smoking_Pack_Years": 41.63961154 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.31241889, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.23086937, + "White_Blood_Cell_Count": 6.460708633, + "Platelet_Count": 308.7990656, + "Albumin_Level": 4.204112792, + "Alkaline_Phosphatase_Level": 39.43239213, + "Alanine_Aminotransferase_Level": 23.01713286, + "Aspartate_Aminotransferase_Level": 46.8037611, + "Creatinine_Level": 1.2099718, + 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"Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.33291502, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.84841034, + "White_Blood_Cell_Count": 4.359095849, + "Platelet_Count": 230.9519674, + "Albumin_Level": 3.593683486, + "Alkaline_Phosphatase_Level": 43.99562502, + "Alanine_Aminotransferase_Level": 30.4539294, + "Aspartate_Aminotransferase_Level": 32.51001403, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.75821996, + "White_Blood_Cell_Count": 3.92727679, + "Platelet_Count": 379.0510932, + "Albumin_Level": 3.599845907, + "Alkaline_Phosphatase_Level": 95.6974813, + "Alanine_Aminotransferase_Level": 23.17792406, + "Aspartate_Aminotransferase_Level": 43.43098873, + "Creatinine_Level": 0.894275357, + "LDH_Level": 238.7644683, + "Calcium_Level": 9.320559736, + "Phosphorus_Level": 4.46835961, + "Glucose_Level": 84.76075257, + "Potassium_Level": 4.543437305, + "Sodium_Level": 137.8181669, + "Smoking_Pack_Years": 67.23678766 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.27812232, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.24127788, + "White_Blood_Cell_Count": 9.779150562, + "Platelet_Count": 251.9047946, + "Albumin_Level": 3.197892053, + "Alkaline_Phosphatase_Level": 110.9566381, + "Alanine_Aminotransferase_Level": 7.732150263, + "Aspartate_Aminotransferase_Level": 10.30712438, + "Creatinine_Level": 0.979688844, + "LDH_Level": 105.5442236, + "Calcium_Level": 10.37056149, + "Phosphorus_Level": 3.513573292, + "Glucose_Level": 88.24714169, + "Potassium_Level": 4.289292947, + "Sodium_Level": 136.8409054, + "Smoking_Pack_Years": 72.2932888 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.12736625, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.88228357, + "White_Blood_Cell_Count": 3.778540623, + "Platelet_Count": 289.3372609, + "Albumin_Level": 3.225984251, + "Alkaline_Phosphatase_Level": 49.42807153, + "Alanine_Aminotransferase_Level": 16.03486166, + "Aspartate_Aminotransferase_Level": 21.18150368, + "Creatinine_Level": 0.849853124, + "LDH_Level": 146.7527808, + "Calcium_Level": 8.91415381, + "Phosphorus_Level": 4.229223474, + "Glucose_Level": 143.0471232, + "Potassium_Level": 4.983435045, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.53133197, + "White_Blood_Cell_Count": 5.849621004, + "Platelet_Count": 347.9738277, + "Albumin_Level": 3.565580427, + "Alkaline_Phosphatase_Level": 50.29511679, + "Alanine_Aminotransferase_Level": 6.868624037, + "Aspartate_Aminotransferase_Level": 34.34379308, + "Creatinine_Level": 0.843136135, + "LDH_Level": 156.630595, + "Calcium_Level": 9.622264244, + "Phosphorus_Level": 3.410939282, + "Glucose_Level": 135.029035, + "Potassium_Level": 4.905382256, + "Sodium_Level": 136.2381933, + "Smoking_Pack_Years": 38.9659215 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.87429342, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.31274873, + "White_Blood_Cell_Count": 6.697819791, + "Platelet_Count": 273.5492292, + "Albumin_Level": 4.201870198, + "Alkaline_Phosphatase_Level": 59.2070188, + "Alanine_Aminotransferase_Level": 7.119941009, + "Aspartate_Aminotransferase_Level": 25.02506078, + "Creatinine_Level": 0.87583461, + "LDH_Level": 184.3034904, + "Calcium_Level": 8.060106525, + "Phosphorus_Level": 3.990641179, + "Glucose_Level": 108.3322744, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.66350772, + "White_Blood_Cell_Count": 6.384775244, + "Platelet_Count": 240.0821166, + "Albumin_Level": 3.380874898, + "Alkaline_Phosphatase_Level": 77.63245539, + "Alanine_Aminotransferase_Level": 24.41245397, + "Aspartate_Aminotransferase_Level": 32.02528584, + "Creatinine_Level": 0.54074762, + "LDH_Level": 137.0033189, + "Calcium_Level": 10.37599918, + "Phosphorus_Level": 4.898606499, + "Glucose_Level": 110.3253046, + "Potassium_Level": 4.59944353, + "Sodium_Level": 144.4904978, + "Smoking_Pack_Years": 71.56822139 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.95198784, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.67482375, + "White_Blood_Cell_Count": 8.47252842, + "Platelet_Count": 405.0984875, + "Albumin_Level": 3.804794515, + "Alkaline_Phosphatase_Level": 112.22854, + "Alanine_Aminotransferase_Level": 22.50912258, + "Aspartate_Aminotransferase_Level": 35.4677162, + "Creatinine_Level": 1.487383576, + "LDH_Level": 129.4385184, + "Calcium_Level": 8.18219579, + "Phosphorus_Level": 3.518894258, + "Glucose_Level": 78.42853025, + "Potassium_Level": 3.861045931, + "Sodium_Level": 144.3367378, + "Smoking_Pack_Years": 55.73471413 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.24603336, + "White_Blood_Cell_Count": 5.468724745, + "Platelet_Count": 296.4658611, + "Albumin_Level": 3.924375646, + "Alkaline_Phosphatase_Level": 64.43159016, + "Alanine_Aminotransferase_Level": 5.086008841, + "Aspartate_Aminotransferase_Level": 26.34023385, + "Creatinine_Level": 1.310515946, + "LDH_Level": 155.6918869, + "Calcium_Level": 9.073963555, + "Phosphorus_Level": 3.518083111, + "Glucose_Level": 119.6690177, + "Potassium_Level": 4.855113205, + "Sodium_Level": 138.2417958, + "Smoking_Pack_Years": 5.834543688 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.24316585, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.3162475, + "White_Blood_Cell_Count": 5.221242039, + "Platelet_Count": 239.6400716, + "Albumin_Level": 4.06396609, + "Alkaline_Phosphatase_Level": 42.66296908, + "Alanine_Aminotransferase_Level": 5.308840173, + "Aspartate_Aminotransferase_Level": 49.98560621, + "Creatinine_Level": 0.642623854, + "LDH_Level": 247.5674572, + "Calcium_Level": 8.588614097, + "Phosphorus_Level": 4.959030695, + "Glucose_Level": 111.4880845, + "Potassium_Level": 3.85349459, + "Sodium_Level": 140.7978531, + "Smoking_Pack_Years": 13.72569091 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.12430159, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.04959022, + "White_Blood_Cell_Count": 5.073250739, + "Platelet_Count": 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"Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.77003715, + "White_Blood_Cell_Count": 9.478578442, + "Platelet_Count": 206.4711475, + "Albumin_Level": 4.809494258, + "Alkaline_Phosphatase_Level": 34.16564703, + "Alanine_Aminotransferase_Level": 31.6271011, + "Aspartate_Aminotransferase_Level": 41.41429833, + "Creatinine_Level": 0.515176234, + "LDH_Level": 110.5580671, + "Calcium_Level": 8.481043639, + "Phosphorus_Level": 3.546018845, + "Glucose_Level": 109.8453344, + "Potassium_Level": 4.302766542, + "Sodium_Level": 137.5669477, + "Smoking_Pack_Years": 58.62379376 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.1787475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.40240997, + "White_Blood_Cell_Count": 6.703596096, + "Platelet_Count": 322.7826013, + "Albumin_Level": 4.826041674, + "Alkaline_Phosphatase_Level": 72.81466101, + "Alanine_Aminotransferase_Level": 11.66381511, + "Aspartate_Aminotransferase_Level": 32.44138079, + "Creatinine_Level": 0.719428776, + "LDH_Level": 133.400819, + 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245.8008028, + "Calcium_Level": 10.14590111, + "Phosphorus_Level": 2.981773, + "Glucose_Level": 97.73648311, + "Potassium_Level": 3.868707236, + "Sodium_Level": 144.9967436, + "Smoking_Pack_Years": 92.13327919 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.38648973, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.13064193, + "White_Blood_Cell_Count": 8.613887433, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.73789893, + "White_Blood_Cell_Count": 7.664356593, + "Platelet_Count": 436.7453184, + "Albumin_Level": 4.360678301, + "Alkaline_Phosphatase_Level": 81.72227325, + "Alanine_Aminotransferase_Level": 11.00213338, + "Aspartate_Aminotransferase_Level": 11.84504047, + "Creatinine_Level": 1.16691913, + "LDH_Level": 226.8559451, + "Calcium_Level": 9.862727312, + "Phosphorus_Level": 4.099871805, + "Glucose_Level": 114.351841, + "Potassium_Level": 3.600521685, + "Sodium_Level": 138.2951153, + "Smoking_Pack_Years": 52.57411646 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.02189374, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.21094331, + "White_Blood_Cell_Count": 7.839972034, + "Platelet_Count": 179.7741216, + "Albumin_Level": 3.544460711, + "Alkaline_Phosphatase_Level": 101.6519346, + "Alanine_Aminotransferase_Level": 31.54607883, + "Aspartate_Aminotransferase_Level": 34.72308811, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.1734506, + "White_Blood_Cell_Count": 4.735145471, + "Platelet_Count": 439.5016849, + "Albumin_Level": 4.455437321, + "Alkaline_Phosphatase_Level": 37.56085312, + "Alanine_Aminotransferase_Level": 21.07793659, + "Aspartate_Aminotransferase_Level": 12.78725071, + "Creatinine_Level": 0.775686285, + "LDH_Level": 143.2747671, + "Calcium_Level": 8.958516418, + "Phosphorus_Level": 3.910626654, + "Glucose_Level": 102.7760982, + "Potassium_Level": 4.638138798, + "Sodium_Level": 140.2614106, + "Smoking_Pack_Years": 43.39609155 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.90598085, + "White_Blood_Cell_Count": 3.761743682, + "Platelet_Count": 360.2746372, + "Albumin_Level": 4.026802386, + "Alkaline_Phosphatase_Level": 62.8456452, + "Alanine_Aminotransferase_Level": 22.54118326, + "Aspartate_Aminotransferase_Level": 29.03166753, + "Creatinine_Level": 0.561004848, + "LDH_Level": 231.0658876, + "Calcium_Level": 10.27006041, + "Phosphorus_Level": 2.875567186, + "Glucose_Level": 132.4299206, + "Potassium_Level": 3.876682967, + "Sodium_Level": 142.1190824, + "Smoking_Pack_Years": 94.69178674 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.16277831, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.42561717, + "White_Blood_Cell_Count": 5.896212283, + "Platelet_Count": 374.8769347, + "Albumin_Level": 4.659362513, + "Alkaline_Phosphatase_Level": 114.3332569, + "Alanine_Aminotransferase_Level": 28.75012078, + "Aspartate_Aminotransferase_Level": 36.39994701, + "Creatinine_Level": 1.417919808, + "LDH_Level": 112.2110346, + "Calcium_Level": 8.806089834, + "Phosphorus_Level": 3.731875166, + "Glucose_Level": 110.4999529, + "Potassium_Level": 4.718792212, + "Sodium_Level": 138.6471373, + "Smoking_Pack_Years": 7.038919741 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.81114442, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.58577891, + "White_Blood_Cell_Count": 5.149509894, + "Platelet_Count": 272.2365284, + "Albumin_Level": 4.032524105, + "Alkaline_Phosphatase_Level": 90.99761643, + "Alanine_Aminotransferase_Level": 26.68599824, + "Aspartate_Aminotransferase_Level": 32.49334293, + "Creatinine_Level": 0.924570287, + "LDH_Level": 113.3949434, + "Calcium_Level": 8.887447761, + "Phosphorus_Level": 2.503677805, + "Glucose_Level": 74.03482062, + "Potassium_Level": 4.09371198, + "Sodium_Level": 139.1766587, + "Smoking_Pack_Years": 24.31901355 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.68689251, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 61, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.30476036, + "White_Blood_Cell_Count": 6.972972315, + "Platelet_Count": 423.962727, + "Albumin_Level": 3.610929893, + "Alkaline_Phosphatase_Level": 85.00644089, + "Alanine_Aminotransferase_Level": 20.78514894, + "Aspartate_Aminotransferase_Level": 27.2999768, + "Creatinine_Level": 1.214624191, + "LDH_Level": 111.019636, + "Calcium_Level": 8.476273964, + "Phosphorus_Level": 3.717322971, + "Glucose_Level": 141.8497987, + "Potassium_Level": 3.582277437, + "Sodium_Level": 140.3895032, + "Smoking_Pack_Years": 75.7332864 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.01104467, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.13957802, + "White_Blood_Cell_Count": 7.865483461, + "Platelet_Count": 445.7255337, + "Albumin_Level": 4.894824687, + "Alkaline_Phosphatase_Level": 68.07719803, + "Alanine_Aminotransferase_Level": 29.29512846, + "Aspartate_Aminotransferase_Level": 41.98306785, + "Creatinine_Level": 1.200358853, + "LDH_Level": 205.3745439, + "Calcium_Level": 10.11998367, + "Phosphorus_Level": 4.812487633, + "Glucose_Level": 124.1095552, + "Potassium_Level": 4.087148527, + 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"Aspartate_Aminotransferase_Level": 42.78632826, + "Creatinine_Level": 1.373678764, + "LDH_Level": 106.4227532, + "Calcium_Level": 9.7955878, + "Phosphorus_Level": 4.048877722, + "Glucose_Level": 105.1859276, + "Potassium_Level": 3.81082009, + "Sodium_Level": 142.051302, + "Smoking_Pack_Years": 70.90887389 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.66695423, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 94, + 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"Potassium_Level": 4.351555638, + "Sodium_Level": 138.9061352, + "Smoking_Pack_Years": 36.13551886 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.21472548, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.96577557, + "White_Blood_Cell_Count": 9.699165307, + "Platelet_Count": 367.8234972, + "Albumin_Level": 4.071382687, + "Alkaline_Phosphatase_Level": 80.82932071, + 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"Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.25389129, + "White_Blood_Cell_Count": 6.032425099, + "Platelet_Count": 212.3792661, + "Albumin_Level": 3.634450037, + "Alkaline_Phosphatase_Level": 106.4965678, + "Alanine_Aminotransferase_Level": 37.21842717, + "Aspartate_Aminotransferase_Level": 43.87643752, + "Creatinine_Level": 0.761378012, + "LDH_Level": 208.4322789, + "Calcium_Level": 8.845113783, + "Phosphorus_Level": 3.486176384, + "Glucose_Level": 139.594449, + "Potassium_Level": 4.699315267, + "Sodium_Level": 135.0772126, + "Smoking_Pack_Years": 1.659438435 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.59507189, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.98764537, + "White_Blood_Cell_Count": 9.992088299, + "Platelet_Count": 210.8040158, + "Albumin_Level": 4.045460639, + "Alkaline_Phosphatase_Level": 33.24003752, + "Alanine_Aminotransferase_Level": 35.55984716, + "Aspartate_Aminotransferase_Level": 36.90427315, + "Creatinine_Level": 1.076138945, + "LDH_Level": 191.6210575, + "Calcium_Level": 9.474650573, + "Phosphorus_Level": 2.901376915, + "Glucose_Level": 142.570316, + "Potassium_Level": 4.134211397, + "Sodium_Level": 137.896595, + "Smoking_Pack_Years": 78.62050233 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.27769755, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.3036911, + "White_Blood_Cell_Count": 5.542929872, + "Platelet_Count": 411.9995366, + "Albumin_Level": 3.407698316, + "Alkaline_Phosphatase_Level": 54.34197975, + "Alanine_Aminotransferase_Level": 16.75127938, + "Aspartate_Aminotransferase_Level": 46.87036936, + "Creatinine_Level": 1.186421592, + "LDH_Level": 162.8722682, + "Calcium_Level": 8.816204848, + "Phosphorus_Level": 4.694644081, + "Glucose_Level": 109.9304524, + "Potassium_Level": 4.758988175, + "Sodium_Level": 144.1431145, + "Smoking_Pack_Years": 21.84487698 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.8349605, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.98033329, + "White_Blood_Cell_Count": 7.229793085, + "Platelet_Count": 304.2539076, + "Albumin_Level": 3.12154126, + "Alkaline_Phosphatase_Level": 31.27636099, + "Alanine_Aminotransferase_Level": 16.0531802, + "Aspartate_Aminotransferase_Level": 38.99852379, + "Creatinine_Level": 0.67161703, + "LDH_Level": 118.4225857, + "Calcium_Level": 10.07263983, + "Phosphorus_Level": 3.228240871, + "Glucose_Level": 147.4165275, + "Potassium_Level": 4.449086942, + "Sodium_Level": 143.0103617, + "Smoking_Pack_Years": 17.53087686 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.2804859, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.95750799, + "White_Blood_Cell_Count": 8.387764823, + "Platelet_Count": 197.990249, + "Albumin_Level": 3.596212288, + "Alkaline_Phosphatase_Level": 57.87144181, + "Alanine_Aminotransferase_Level": 9.60401882, + "Aspartate_Aminotransferase_Level": 37.64073816, + "Creatinine_Level": 1.206020245, + "LDH_Level": 124.6940943, + "Calcium_Level": 8.039249407, + "Phosphorus_Level": 2.547839354, + "Glucose_Level": 140.1288039, + "Potassium_Level": 3.556680872, + "Sodium_Level": 143.5415673, + "Smoking_Pack_Years": 80.79098241 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.49716364, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.25372557, + "White_Blood_Cell_Count": 7.456563841, + "Platelet_Count": 355.2627271, + "Albumin_Level": 4.115605125, + "Alkaline_Phosphatase_Level": 42.43025243, + "Alanine_Aminotransferase_Level": 5.999819461, + "Aspartate_Aminotransferase_Level": 15.57252127, + "Creatinine_Level": 0.790481067, + "LDH_Level": 102.5913451, + "Calcium_Level": 9.799037841, + "Phosphorus_Level": 2.833593257, + "Glucose_Level": 128.8858607, + "Potassium_Level": 3.572848427, + "Sodium_Level": 135.5129389, + "Smoking_Pack_Years": 90.58416162 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.07356953, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.70192048, + "White_Blood_Cell_Count": 6.91754927, + "Platelet_Count": 434.6829999, + "Albumin_Level": 4.667358449, + "Alkaline_Phosphatase_Level": 68.920165, + "Alanine_Aminotransferase_Level": 19.98484735, + "Aspartate_Aminotransferase_Level": 28.6436674, + "Creatinine_Level": 1.484047535, + "LDH_Level": 212.2314852, + "Calcium_Level": 9.032250981, + "Phosphorus_Level": 3.537102496, + "Glucose_Level": 81.89693623, + "Potassium_Level": 4.840901567, + "Sodium_Level": 144.507568, + "Smoking_Pack_Years": 7.961176546 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.42351312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.13653014, + "White_Blood_Cell_Count": 8.718534758, + "Platelet_Count": 285.8389105, + "Albumin_Level": 3.077778182, + "Alkaline_Phosphatase_Level": 48.14125958, + "Alanine_Aminotransferase_Level": 18.93422716, + "Aspartate_Aminotransferase_Level": 34.53183023, + "Creatinine_Level": 1.010645427, + "LDH_Level": 109.5196948, + "Calcium_Level": 9.059109234, + "Phosphorus_Level": 3.943892179, + "Glucose_Level": 146.8329696, + "Potassium_Level": 4.834966982, + "Sodium_Level": 138.834813, + "Smoking_Pack_Years": 37.78510697 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.07993354, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.69704729, + "White_Blood_Cell_Count": 8.456457524, + "Platelet_Count": 399.5845294, + "Albumin_Level": 4.102641621, + "Alkaline_Phosphatase_Level": 89.3427525, + "Alanine_Aminotransferase_Level": 38.59285871, + "Aspartate_Aminotransferase_Level": 34.22663245, + "Creatinine_Level": 0.660833097, + "LDH_Level": 135.1576043, + "Calcium_Level": 9.007049782, + "Phosphorus_Level": 4.954625529, + "Glucose_Level": 73.80339848, + "Potassium_Level": 4.258718711, + "Sodium_Level": 137.004297, + "Smoking_Pack_Years": 27.79138701 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.56008041, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.59088785, + "White_Blood_Cell_Count": 5.408468468, + "Platelet_Count": 224.4300902, + "Albumin_Level": 4.193987007, + "Alkaline_Phosphatase_Level": 104.0205726, + "Alanine_Aminotransferase_Level": 33.01077915, + "Aspartate_Aminotransferase_Level": 18.97974171, + "Creatinine_Level": 1.229279596, + "LDH_Level": 119.1291895, + "Calcium_Level": 10.2197807, + "Phosphorus_Level": 2.905727886, + "Glucose_Level": 136.0182048, + "Potassium_Level": 3.942402652, + "Sodium_Level": 142.0395688, + "Smoking_Pack_Years": 93.8711354 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.42142937, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.29833367, + "White_Blood_Cell_Count": 6.143170123, + "Platelet_Count": 277.8301395, + "Albumin_Level": 3.39147461, + "Alkaline_Phosphatase_Level": 42.88303719, + "Alanine_Aminotransferase_Level": 13.22448527, + "Aspartate_Aminotransferase_Level": 34.59381243, + "Creatinine_Level": 1.10293474, + "LDH_Level": 195.2581118, + "Calcium_Level": 10.41652357, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 57.77952912, + "Alanine_Aminotransferase_Level": 10.77214436, + "Aspartate_Aminotransferase_Level": 35.65546304, + "Creatinine_Level": 0.799746115, + "LDH_Level": 217.7120949, + "Calcium_Level": 9.151552604, + "Phosphorus_Level": 2.770211901, + "Glucose_Level": 86.26316094, + "Potassium_Level": 4.188240405, + "Sodium_Level": 143.6978041, + "Smoking_Pack_Years": 48.00287702 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.018071, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.3056069, + "White_Blood_Cell_Count": 6.04385386, + "Platelet_Count": 296.069289, + "Albumin_Level": 4.420960484, + "Alkaline_Phosphatase_Level": 67.06785845, + "Alanine_Aminotransferase_Level": 35.92543285, + "Aspartate_Aminotransferase_Level": 48.22212057, + "Creatinine_Level": 1.252439303, + "LDH_Level": 176.5988778, + "Calcium_Level": 9.635673308, + "Phosphorus_Level": 4.998985031, + "Glucose_Level": 80.00273371, + "Potassium_Level": 3.944685237, + "Sodium_Level": 140.5731176, + "Smoking_Pack_Years": 5.512397469 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.9272046, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.37152134, + "White_Blood_Cell_Count": 6.133743063, + "Platelet_Count": 153.9312863, + "Albumin_Level": 3.015727432, + "Alkaline_Phosphatase_Level": 82.09039713, + "Alanine_Aminotransferase_Level": 14.96528185, + "Aspartate_Aminotransferase_Level": 38.77311038, + "Creatinine_Level": 0.940807386, + "LDH_Level": 173.7297151, + "Calcium_Level": 8.08518649, + 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3.532104538, + "Alkaline_Phosphatase_Level": 84.36120107, + "Alanine_Aminotransferase_Level": 16.04176752, + "Aspartate_Aminotransferase_Level": 49.4482903, + "Creatinine_Level": 1.153984777, + "LDH_Level": 187.8591279, + "Calcium_Level": 9.316589603, + "Phosphorus_Level": 2.960296094, + "Glucose_Level": 104.5435238, + "Potassium_Level": 4.640068182, + "Sodium_Level": 140.5422563, + "Smoking_Pack_Years": 94.46925363 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.950781, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.71812481, + "White_Blood_Cell_Count": 8.077837011, + "Platelet_Count": 207.9938926, + "Albumin_Level": 4.609094728, + "Alkaline_Phosphatase_Level": 90.55638767, + "Alanine_Aminotransferase_Level": 16.99122868, + "Aspartate_Aminotransferase_Level": 41.24221737, + "Creatinine_Level": 1.04837735, + "LDH_Level": 178.6405399, + "Calcium_Level": 9.778611668, + "Phosphorus_Level": 4.553039029, + "Glucose_Level": 119.7040579, + "Potassium_Level": 4.238857817, + "Sodium_Level": 140.5236623, + "Smoking_Pack_Years": 56.58765717 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.62656394, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.77177355, + "White_Blood_Cell_Count": 5.886512445, + "Platelet_Count": 236.7668738, + "Albumin_Level": 3.773173028, + "Alkaline_Phosphatase_Level": 65.12536643, + "Alanine_Aminotransferase_Level": 13.73277968, + "Aspartate_Aminotransferase_Level": 37.63843443, + "Creatinine_Level": 1.103439333, + "LDH_Level": 144.113464, + "Calcium_Level": 9.258560492, + "Phosphorus_Level": 4.099157237, + "Glucose_Level": 149.0874752, + "Potassium_Level": 3.648502189, + "Sodium_Level": 135.8880777, + "Smoking_Pack_Years": 47.09399027 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.63068297, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.92962389, + "White_Blood_Cell_Count": 9.421837698, + "Platelet_Count": 195.06069, + "Albumin_Level": 4.365661293, + "Alkaline_Phosphatase_Level": 89.33540751, + "Alanine_Aminotransferase_Level": 21.32633447, + "Aspartate_Aminotransferase_Level": 38.32698345, + "Creatinine_Level": 0.825786009, + "LDH_Level": 232.4735225, + "Calcium_Level": 8.422955349, + "Phosphorus_Level": 3.597996061, + "Glucose_Level": 146.9755108, + "Potassium_Level": 3.521489458, + "Sodium_Level": 135.8845734, + "Smoking_Pack_Years": 64.34171661 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.56437362, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.17613624, + "White_Blood_Cell_Count": 5.615179296, + "Platelet_Count": 362.9177514, + "Albumin_Level": 3.822702795, + "Alkaline_Phosphatase_Level": 54.18163156, + "Alanine_Aminotransferase_Level": 20.87900936, + "Aspartate_Aminotransferase_Level": 44.81686294, + "Creatinine_Level": 0.725483089, + "LDH_Level": 146.3378279, + "Calcium_Level": 9.471009777, + "Phosphorus_Level": 3.219081803, + "Glucose_Level": 93.55010658, + "Potassium_Level": 3.870134528, + "Sodium_Level": 138.8781514, + "Smoking_Pack_Years": 23.06427935 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.91407154, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.65367275, + "White_Blood_Cell_Count": 5.937157162, + "Platelet_Count": 247.545777, + "Albumin_Level": 4.57097126, + "Alkaline_Phosphatase_Level": 90.68089051, + "Alanine_Aminotransferase_Level": 38.49262019, + "Aspartate_Aminotransferase_Level": 36.06900591, + "Creatinine_Level": 1.140429968, + "LDH_Level": 219.6056045, + "Calcium_Level": 9.410342083, + "Phosphorus_Level": 4.42016022, + "Glucose_Level": 108.0329917, + "Potassium_Level": 3.576421225, + "Sodium_Level": 136.8734939, + "Smoking_Pack_Years": 71.44367399 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.96047952, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.12037316, + "White_Blood_Cell_Count": 5.298407833, + "Platelet_Count": 222.7413333, + "Albumin_Level": 4.314458996, + "Alkaline_Phosphatase_Level": 113.6127407, + "Alanine_Aminotransferase_Level": 15.38816041, + "Aspartate_Aminotransferase_Level": 20.92141405, + "Creatinine_Level": 0.683805725, + "LDH_Level": 183.2864109, 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.81006626, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.55534565, + "White_Blood_Cell_Count": 4.220930323, + "Platelet_Count": 300.4079606, + "Albumin_Level": 4.183176927, + "Alkaline_Phosphatase_Level": 95.51533837, + "Alanine_Aminotransferase_Level": 20.36327259, + "Aspartate_Aminotransferase_Level": 11.42647827, + "Creatinine_Level": 1.06062115, + "LDH_Level": 162.339756, 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.48028626, + "White_Blood_Cell_Count": 9.029779281, + "Platelet_Count": 196.1828602, + "Albumin_Level": 3.064718195, + "Alkaline_Phosphatase_Level": 110.7924968, + "Alanine_Aminotransferase_Level": 7.764083368, + "Aspartate_Aminotransferase_Level": 43.01794554, + "Creatinine_Level": 1.391318055, + "LDH_Level": 174.8485813, + "Calcium_Level": 9.299621873, + "Phosphorus_Level": 3.285185917, + "Glucose_Level": 142.6535951, + "Potassium_Level": 3.629735833, + "Sodium_Level": 140.7244431, + "Smoking_Pack_Years": 86.73233266 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.31104237, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.43447552, + "White_Blood_Cell_Count": 8.962366992, + "Platelet_Count": 316.601603, + "Albumin_Level": 4.526437783, + "Alkaline_Phosphatase_Level": 100.4770401, + "Alanine_Aminotransferase_Level": 30.3863978, + "Aspartate_Aminotransferase_Level": 33.53030764, + "Creatinine_Level": 0.769133294, + "LDH_Level": 229.9494999, + "Calcium_Level": 10.18471441, + "Phosphorus_Level": 4.273510242, + "Glucose_Level": 136.020302, + "Potassium_Level": 4.042593339, + "Sodium_Level": 139.3366571, + "Smoking_Pack_Years": 58.71343568 + }, + { + "Age": 77, + "Gender": "Male", + 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"Calcium_Level": 9.286684812, + "Phosphorus_Level": 3.164787703, + "Glucose_Level": 114.6937978, + "Potassium_Level": 3.810341409, + "Sodium_Level": 138.2648093, + "Smoking_Pack_Years": 96.54196928 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.83354871, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.80085701, + "White_Blood_Cell_Count": 7.638678724, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.51588388, + "White_Blood_Cell_Count": 5.374858404, + "Platelet_Count": 265.2354454, + "Albumin_Level": 4.25359617, + "Alkaline_Phosphatase_Level": 109.8758348, + "Alanine_Aminotransferase_Level": 30.05546726, + "Aspartate_Aminotransferase_Level": 24.95155601, + "Creatinine_Level": 1.008722257, + "LDH_Level": 231.0447787, + "Calcium_Level": 10.48817563, + "Phosphorus_Level": 4.441858571, + "Glucose_Level": 123.7116529, + "Potassium_Level": 3.754348538, + "Sodium_Level": 139.7408729, + "Smoking_Pack_Years": 87.77248494 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.78148464, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.24079521, + "White_Blood_Cell_Count": 4.575432914, + "Platelet_Count": 297.1828496, + "Albumin_Level": 4.129817793, + "Alkaline_Phosphatase_Level": 99.99212487, + "Alanine_Aminotransferase_Level": 36.2125081, + "Aspartate_Aminotransferase_Level": 44.54644615, + "Creatinine_Level": 1.479433322, + "LDH_Level": 166.4154132, + "Calcium_Level": 9.837883176, + "Phosphorus_Level": 4.788059249, + "Glucose_Level": 136.9784866, + "Potassium_Level": 4.27587355, + "Sodium_Level": 137.8126379, + "Smoking_Pack_Years": 81.46452111 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.70366569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.65544202, + "White_Blood_Cell_Count": 9.105824221, + "Platelet_Count": 392.5133087, + "Albumin_Level": 4.035703155, + "Alkaline_Phosphatase_Level": 34.6116877, + "Alanine_Aminotransferase_Level": 19.01449818, + "Aspartate_Aminotransferase_Level": 14.00028675, 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"White_Blood_Cell_Count": 4.147022983, + "Platelet_Count": 181.890137, + "Albumin_Level": 4.319089151, + "Alkaline_Phosphatase_Level": 72.34422879, + "Alanine_Aminotransferase_Level": 32.84581148, + "Aspartate_Aminotransferase_Level": 23.60261525, + "Creatinine_Level": 1.388955179, + "LDH_Level": 213.3756756, + "Calcium_Level": 8.575069943, + "Phosphorus_Level": 2.52211532, + "Glucose_Level": 82.62958692, + "Potassium_Level": 4.959503091, + "Sodium_Level": 138.2563503, + "Smoking_Pack_Years": 17.06439632 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.62635627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.97588818, + "White_Blood_Cell_Count": 8.605709853, + "Platelet_Count": 299.8825996, + "Albumin_Level": 3.46514024, + "Alkaline_Phosphatase_Level": 76.46814083, + "Alanine_Aminotransferase_Level": 21.11036888, + "Aspartate_Aminotransferase_Level": 10.0257183, + "Creatinine_Level": 0.887902612, + "LDH_Level": 216.4102005, + "Calcium_Level": 9.714597937, + "Phosphorus_Level": 2.60008733, + "Glucose_Level": 86.3950272, + "Potassium_Level": 3.869399507, + "Sodium_Level": 136.1886905, + "Smoking_Pack_Years": 12.78997665 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.37673236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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139.839681, + "Smoking_Pack_Years": 88.32584712 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.49750976, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.85741659, + "White_Blood_Cell_Count": 6.693768185, + "Platelet_Count": 313.2591328, + "Albumin_Level": 3.947704975, + "Alkaline_Phosphatase_Level": 100.5735227, + "Alanine_Aminotransferase_Level": 20.16240206, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.61797581, + "White_Blood_Cell_Count": 5.328881704, + "Platelet_Count": 309.340294, + "Albumin_Level": 3.38204969, + "Alkaline_Phosphatase_Level": 78.98119809, + "Alanine_Aminotransferase_Level": 13.67452271, + "Aspartate_Aminotransferase_Level": 23.63255512, + "Creatinine_Level": 0.713148041, + "LDH_Level": 196.3923809, + "Calcium_Level": 8.695363343, + "Phosphorus_Level": 4.326759952, + "Glucose_Level": 100.7191891, + "Potassium_Level": 3.568445835, + "Sodium_Level": 144.1192373, + "Smoking_Pack_Years": 54.85302751 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.12976833, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.84605283, + "White_Blood_Cell_Count": 3.532279969, + "Platelet_Count": 294.4815378, + "Albumin_Level": 3.785682634, + "Alkaline_Phosphatase_Level": 50.47916787, + "Alanine_Aminotransferase_Level": 20.03920815, + "Aspartate_Aminotransferase_Level": 45.10017627, + "Creatinine_Level": 0.799729309, + "LDH_Level": 146.6641614, + "Calcium_Level": 9.520235926, + "Phosphorus_Level": 3.443630825, + "Glucose_Level": 129.55841, + "Potassium_Level": 3.714764571, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.23432859, + "White_Blood_Cell_Count": 8.922421343, + "Platelet_Count": 407.0796961, + "Albumin_Level": 4.700594714, + "Alkaline_Phosphatase_Level": 90.87574888, + "Alanine_Aminotransferase_Level": 28.03285722, + "Aspartate_Aminotransferase_Level": 29.27537925, + "Creatinine_Level": 1.180206724, + "LDH_Level": 248.2982259, + "Calcium_Level": 10.40255461, + "Phosphorus_Level": 4.307741809, + "Glucose_Level": 70.94871713, + "Potassium_Level": 4.652726352, + "Sodium_Level": 139.1673862, + "Smoking_Pack_Years": 48.75716291 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.06075911, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Alanine_Aminotransferase_Level": 11.19841896, + "Aspartate_Aminotransferase_Level": 29.01482909, + "Creatinine_Level": 1.126396468, + "LDH_Level": 201.9993347, + "Calcium_Level": 10.13488783, + "Phosphorus_Level": 4.143998186, + "Glucose_Level": 93.09028598, + "Potassium_Level": 4.830819108, + "Sodium_Level": 137.7054906, + "Smoking_Pack_Years": 94.48437622 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.25096785, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.59841044, + "White_Blood_Cell_Count": 5.477269603, + "Platelet_Count": 249.5167759, + "Albumin_Level": 3.944275146, + "Alkaline_Phosphatase_Level": 44.38634725, + "Alanine_Aminotransferase_Level": 24.96272504, + "Aspartate_Aminotransferase_Level": 34.13480113, + "Creatinine_Level": 0.900851524, + "LDH_Level": 156.8731799, + "Calcium_Level": 10.32874229, + "Phosphorus_Level": 4.419141653, + "Glucose_Level": 125.1679654, + "Potassium_Level": 4.083980122, + "Sodium_Level": 136.0850591, + "Smoking_Pack_Years": 1.055604295 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.61653947, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.25169034, + "White_Blood_Cell_Count": 9.91760946, + "Platelet_Count": 267.9069461, + "Albumin_Level": 4.13843649, + "Alkaline_Phosphatase_Level": 111.8633797, + "Alanine_Aminotransferase_Level": 18.98657388, + "Aspartate_Aminotransferase_Level": 25.6523466, + "Creatinine_Level": 1.269168085, + "LDH_Level": 188.4283453, + "Calcium_Level": 9.252912774, + "Phosphorus_Level": 3.032558737, + "Glucose_Level": 88.69651651, + "Potassium_Level": 3.643677592, + "Sodium_Level": 143.439345, + "Smoking_Pack_Years": 41.29768222 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.23223904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.28110008, + "White_Blood_Cell_Count": 9.089732279, + "Platelet_Count": 213.9263616, + "Albumin_Level": 4.522663064, + "Alkaline_Phosphatase_Level": 94.65551413, + "Alanine_Aminotransferase_Level": 7.687994409, + "Aspartate_Aminotransferase_Level": 49.78802823, + "Creatinine_Level": 0.880669615, + "LDH_Level": 195.3785495, + "Calcium_Level": 9.90656847, + "Phosphorus_Level": 2.921450396, + "Glucose_Level": 77.6330897, + "Potassium_Level": 4.49654446, + "Sodium_Level": 135.4170277, + "Smoking_Pack_Years": 62.03739502 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.97193752, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.60666177, + "White_Blood_Cell_Count": 8.645106945, + "Platelet_Count": 232.0276557, + "Albumin_Level": 4.64390162, + "Alkaline_Phosphatase_Level": 106.8101089, + "Alanine_Aminotransferase_Level": 5.888981653, + "Aspartate_Aminotransferase_Level": 34.09852789, + "Creatinine_Level": 0.990503347, + "LDH_Level": 122.3599874, + "Calcium_Level": 9.982316296, + "Phosphorus_Level": 3.158112531, + "Glucose_Level": 74.74663817, + "Potassium_Level": 4.230526511, + "Sodium_Level": 143.9004635, + "Smoking_Pack_Years": 16.47926796 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.16180255, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.77478227, + "White_Blood_Cell_Count": 3.558569193, + "Platelet_Count": 364.0849441, + "Albumin_Level": 4.049937772, + "Alkaline_Phosphatase_Level": 68.56035092, + "Alanine_Aminotransferase_Level": 6.036430762, + "Aspartate_Aminotransferase_Level": 25.52567328, + "Creatinine_Level": 1.064952956, + "LDH_Level": 115.6738828, + "Calcium_Level": 9.23316608, + "Phosphorus_Level": 3.195878624, + "Glucose_Level": 144.1340684, + "Potassium_Level": 3.665418084, + "Sodium_Level": 138.1989641, + "Smoking_Pack_Years": 6.42327185 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.17746441, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.5031942, + "White_Blood_Cell_Count": 6.798266956, + "Platelet_Count": 319.966674, + "Albumin_Level": 3.822885169, + "Alkaline_Phosphatase_Level": 102.5310854, + "Alanine_Aminotransferase_Level": 20.74242076, + "Aspartate_Aminotransferase_Level": 47.93534783, + "Creatinine_Level": 0.833624193, + "LDH_Level": 198.4782299, + "Calcium_Level": 8.864234288, + "Phosphorus_Level": 2.861784268, + "Glucose_Level": 101.6271095, + "Potassium_Level": 4.560898143, + "Sodium_Level": 139.7777488, + "Smoking_Pack_Years": 53.84258068 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.469192, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.84532364, + "White_Blood_Cell_Count": 3.583518816, + "Platelet_Count": 406.1706396, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.81793905, + "White_Blood_Cell_Count": 5.412224563, + "Platelet_Count": 236.787019, + "Albumin_Level": 3.553385689, + "Alkaline_Phosphatase_Level": 69.43562918, + "Alanine_Aminotransferase_Level": 9.48073646, + "Aspartate_Aminotransferase_Level": 33.71650626, + "Creatinine_Level": 1.205839639, + "LDH_Level": 197.8796131, + "Calcium_Level": 9.373965023, + "Phosphorus_Level": 4.332434282, + "Glucose_Level": 86.94915254, + "Potassium_Level": 4.636281549, + "Sodium_Level": 143.6697346, + "Smoking_Pack_Years": 86.85621233 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.327466496, + "Phosphorus_Level": 3.680895124, + "Glucose_Level": 112.7583862, + "Potassium_Level": 3.603526764, + "Sodium_Level": 144.3760494, + "Smoking_Pack_Years": 70.39806045 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.58663687, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.85822949, + "White_Blood_Cell_Count": 4.905844445, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.40671689, + "White_Blood_Cell_Count": 4.076730922, + "Platelet_Count": 424.502854, + "Albumin_Level": 3.708173098, + "Alkaline_Phosphatase_Level": 47.06225163, + "Alanine_Aminotransferase_Level": 23.2712066, + "Aspartate_Aminotransferase_Level": 49.42283479, + "Creatinine_Level": 1.084045679, + "LDH_Level": 210.6592812, + "Calcium_Level": 9.366341332, + "Phosphorus_Level": 4.900553906, + "Glucose_Level": 149.9440766, + "Potassium_Level": 4.933215317, + "Sodium_Level": 138.7894574, + "Smoking_Pack_Years": 10.74346374 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.85473597, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.81195644, + "White_Blood_Cell_Count": 5.292301911, + "Platelet_Count": 379.4503806, + "Albumin_Level": 3.08303052, + "Alkaline_Phosphatase_Level": 119.1499734, + "Alanine_Aminotransferase_Level": 27.30945357, + "Aspartate_Aminotransferase_Level": 15.39465197, + "Creatinine_Level": 0.564514775, + "LDH_Level": 194.3910878, + "Calcium_Level": 9.186343919, + "Phosphorus_Level": 4.194323406, + "Glucose_Level": 134.2341722, + "Potassium_Level": 3.817953548, + "Sodium_Level": 143.3652396, + "Smoking_Pack_Years": 66.16533549 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.55216888, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.46884148, + "White_Blood_Cell_Count": 8.71804612, + "Platelet_Count": 395.9498441, + "Albumin_Level": 4.235309094, + "Alkaline_Phosphatase_Level": 119.0344933, + "Alanine_Aminotransferase_Level": 5.144618087, + "Aspartate_Aminotransferase_Level": 10.8475598, + "Creatinine_Level": 1.272419264, + "LDH_Level": 191.4066361, + "Calcium_Level": 10.29843946, + "Phosphorus_Level": 3.165835665, + "Glucose_Level": 125.1942259, + "Potassium_Level": 4.437539861, + "Sodium_Level": 144.844683, + "Smoking_Pack_Years": 36.82440161 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.96172687, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.57837605, + "White_Blood_Cell_Count": 3.86601681, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.44272022, + "White_Blood_Cell_Count": 9.220728875, + "Platelet_Count": 211.2429394, + "Albumin_Level": 3.51443448, + "Alkaline_Phosphatase_Level": 97.3576825, + "Alanine_Aminotransferase_Level": 30.30636622, + "Aspartate_Aminotransferase_Level": 19.40302293, + "Creatinine_Level": 1.445912811, + "LDH_Level": 243.991442, + "Calcium_Level": 10.01865281, + "Phosphorus_Level": 3.541338163, + "Glucose_Level": 83.0114213, + "Potassium_Level": 4.623707048, + "Sodium_Level": 136.9999453, + "Smoking_Pack_Years": 4.54969841 + }, + { + "Age": 38, + "Gender": "Female", 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.44924906, + "White_Blood_Cell_Count": 7.667293238, + "Platelet_Count": 384.0083911, + "Albumin_Level": 3.521280558, + "Alkaline_Phosphatase_Level": 56.39686583, + "Alanine_Aminotransferase_Level": 6.825477223, + "Aspartate_Aminotransferase_Level": 10.1486734, + "Creatinine_Level": 0.594996999, + "LDH_Level": 175.3166895, + "Calcium_Level": 9.316859082, + "Phosphorus_Level": 4.774870674, + "Glucose_Level": 98.88748626, + "Potassium_Level": 3.967496412, + "Sodium_Level": 144.0119672, + "Smoking_Pack_Years": 33.746133 + }, + { + "Age": 61, + "Gender": "Female", + 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201.319376, + "Calcium_Level": 8.543507404, + "Phosphorus_Level": 3.679750867, + "Glucose_Level": 122.3161103, + "Potassium_Level": 4.409702191, + "Sodium_Level": 139.1633403, + "Smoking_Pack_Years": 98.58781881 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.68816653, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.00729978, + "White_Blood_Cell_Count": 9.0473959, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.05324845, + "White_Blood_Cell_Count": 7.610465995, + "Platelet_Count": 313.3579029, + "Albumin_Level": 4.95587304, + "Alkaline_Phosphatase_Level": 107.0281069, + "Alanine_Aminotransferase_Level": 5.534179968, + "Aspartate_Aminotransferase_Level": 33.83284506, + "Creatinine_Level": 0.893863501, + "LDH_Level": 180.5442206, + "Calcium_Level": 10.461418, + "Phosphorus_Level": 3.555703822, + "Glucose_Level": 117.7305979, + "Potassium_Level": 4.621145202, + "Sodium_Level": 135.378101, + "Smoking_Pack_Years": 60.44743842 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.6695855, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.8396925, + "White_Blood_Cell_Count": 5.562638231, + "Platelet_Count": 296.2316001, + "Albumin_Level": 3.132882497, + "Alkaline_Phosphatase_Level": 82.84091778, + "Alanine_Aminotransferase_Level": 12.68714571, + "Aspartate_Aminotransferase_Level": 19.10189502, + "Creatinine_Level": 1.355531449, + "LDH_Level": 174.5477686, + "Calcium_Level": 9.356151814, + "Phosphorus_Level": 2.675940979, + "Glucose_Level": 143.9171469, + "Potassium_Level": 3.537721217, + "Sodium_Level": 142.7828717, + "Smoking_Pack_Years": 27.39152262 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.4040899, + "White_Blood_Cell_Count": 8.562084946, + "Platelet_Count": 443.1473908, + "Albumin_Level": 4.679220633, + "Alkaline_Phosphatase_Level": 94.39821783, + "Alanine_Aminotransferase_Level": 12.48044979, + "Aspartate_Aminotransferase_Level": 35.62344355, + "Creatinine_Level": 0.643083409, + "LDH_Level": 190.1899584, + "Calcium_Level": 8.917640235, + "Phosphorus_Level": 2.704709442, + "Glucose_Level": 110.7272895, + "Potassium_Level": 4.550651839, + "Sodium_Level": 143.7374653, + "Smoking_Pack_Years": 20.37800995 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.09514759, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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142.8814715, + "Smoking_Pack_Years": 22.9858316 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.44281552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.96202591, + "White_Blood_Cell_Count": 3.748437041, + "Platelet_Count": 169.3192468, + "Albumin_Level": 3.368323563, + "Alkaline_Phosphatase_Level": 90.3046761, + "Alanine_Aminotransferase_Level": 14.48920239, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.31073598, + "White_Blood_Cell_Count": 6.148686092, + "Platelet_Count": 280.9280854, + "Albumin_Level": 4.823111599, + "Alkaline_Phosphatase_Level": 116.7971329, + "Alanine_Aminotransferase_Level": 34.60987401, + "Aspartate_Aminotransferase_Level": 13.10435856, + "Creatinine_Level": 1.315947296, + "LDH_Level": 154.2646176, + "Calcium_Level": 10.49466799, + "Phosphorus_Level": 3.152304499, + "Glucose_Level": 102.3650482, + "Potassium_Level": 4.52946296, + "Sodium_Level": 142.359329, + "Smoking_Pack_Years": 5.403828492 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.19685564, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.56251296, + "White_Blood_Cell_Count": 9.238806831, + "Platelet_Count": 292.9004074, + "Albumin_Level": 4.957641083, + "Alkaline_Phosphatase_Level": 75.18998503, + "Alanine_Aminotransferase_Level": 19.73089724, + "Aspartate_Aminotransferase_Level": 24.05512961, + "Creatinine_Level": 1.386225278, + "LDH_Level": 184.6621202, + "Calcium_Level": 10.37654529, + "Phosphorus_Level": 2.667165718, + "Glucose_Level": 110.9451005, + "Potassium_Level": 4.362464539, + "Sodium_Level": 136.2296074, + "Smoking_Pack_Years": 59.26534818 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.67177791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.68043834, + "White_Blood_Cell_Count": 7.755724132, + "Platelet_Count": 240.9631161, + "Albumin_Level": 4.379989777, + "Alkaline_Phosphatase_Level": 95.75293548, + "Alanine_Aminotransferase_Level": 27.38773923, + "Aspartate_Aminotransferase_Level": 23.49586849, + "Creatinine_Level": 0.608347461, + "LDH_Level": 229.5390087, + "Calcium_Level": 9.711477854, + "Phosphorus_Level": 4.604443532, + "Glucose_Level": 121.5773716, + "Potassium_Level": 4.930779553, + "Sodium_Level": 143.9838954, + "Smoking_Pack_Years": 41.59294144 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.38974771, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.88698974, + "White_Blood_Cell_Count": 4.716778772, + "Platelet_Count": 404.6873739, + "Albumin_Level": 3.194954075, + "Alkaline_Phosphatase_Level": 41.41528266, + "Alanine_Aminotransferase_Level": 13.84691796, + "Aspartate_Aminotransferase_Level": 23.13438952, + "Creatinine_Level": 1.198846009, + "LDH_Level": 214.2768529, + "Calcium_Level": 8.583179717, + "Phosphorus_Level": 2.915624771, + "Glucose_Level": 90.27268971, + "Potassium_Level": 3.779979596, + "Sodium_Level": 143.7407492, + "Smoking_Pack_Years": 44.08325081 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.60052229, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.81207831, + "White_Blood_Cell_Count": 5.10655852, + "Platelet_Count": 177.7469002, + "Albumin_Level": 4.979073647, + "Alkaline_Phosphatase_Level": 57.20741362, + 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"Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.44313061, + "White_Blood_Cell_Count": 4.185755752, + "Platelet_Count": 300.206616, + "Albumin_Level": 3.717628702, + "Alkaline_Phosphatase_Level": 117.5548674, + "Alanine_Aminotransferase_Level": 33.22791859, + "Aspartate_Aminotransferase_Level": 47.14361961, + "Creatinine_Level": 1.084305818, + "LDH_Level": 150.32387, + "Calcium_Level": 9.263348287, + "Phosphorus_Level": 3.776035045, + "Glucose_Level": 147.8720014, + "Potassium_Level": 4.432331001, + "Sodium_Level": 140.2951163, + "Smoking_Pack_Years": 72.56643445 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.88822741, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.39677372, + "White_Blood_Cell_Count": 5.414674073, + "Platelet_Count": 392.0549214, + "Albumin_Level": 3.457069545, + "Alkaline_Phosphatase_Level": 46.13070829, + "Alanine_Aminotransferase_Level": 33.19183082, + "Aspartate_Aminotransferase_Level": 21.21304594, + "Creatinine_Level": 1.047290716, + "LDH_Level": 118.2313409, + "Calcium_Level": 9.237227869, + "Phosphorus_Level": 4.043800582, + "Glucose_Level": 86.29841337, + "Potassium_Level": 4.954195791, + "Sodium_Level": 135.7149693, + "Smoking_Pack_Years": 37.20433935 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.9494908, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.71447572, + "White_Blood_Cell_Count": 8.152903509, + "Platelet_Count": 180.0154947, + "Albumin_Level": 4.058569816, + "Alkaline_Phosphatase_Level": 107.5336729, + "Alanine_Aminotransferase_Level": 38.31847871, + "Aspartate_Aminotransferase_Level": 13.91311871, + "Creatinine_Level": 1.25116973, + "LDH_Level": 155.9701484, + "Calcium_Level": 9.66089991, + "Phosphorus_Level": 2.81032118, + "Glucose_Level": 136.6614805, + "Potassium_Level": 4.188497089, + "Sodium_Level": 135.4143432, + "Smoking_Pack_Years": 64.19554431 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.40268791, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 33.23972742, + "Alanine_Aminotransferase_Level": 16.02347821, + "Aspartate_Aminotransferase_Level": 47.92452465, + "Creatinine_Level": 1.423541585, + "LDH_Level": 245.6852045, + "Calcium_Level": 8.795454992, + "Phosphorus_Level": 3.190838945, + "Glucose_Level": 90.38322604, + "Potassium_Level": 4.698276868, + "Sodium_Level": 135.5528705, + "Smoking_Pack_Years": 44.24467559 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.64004105, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.81779121, + "White_Blood_Cell_Count": 7.716605581, + "Platelet_Count": 165.2908542, + "Albumin_Level": 4.767206188, + "Alkaline_Phosphatase_Level": 76.45075382, + "Alanine_Aminotransferase_Level": 30.51114295, + "Aspartate_Aminotransferase_Level": 32.52357292, + "Creatinine_Level": 0.834875755, + "LDH_Level": 228.9782827, + "Calcium_Level": 8.112394912, + "Phosphorus_Level": 3.557619671, + "Glucose_Level": 126.3203034, + "Potassium_Level": 4.755012914, + "Sodium_Level": 143.9632526, + "Smoking_Pack_Years": 48.30469329 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.96308009, + "White_Blood_Cell_Count": 4.657297636, + "Platelet_Count": 437.9321548, + "Albumin_Level": 3.355301858, + "Alkaline_Phosphatase_Level": 38.40239261, + "Alanine_Aminotransferase_Level": 29.21181243, + "Aspartate_Aminotransferase_Level": 35.28840581, + "Creatinine_Level": 1.211496088, + "LDH_Level": 122.6576263, + "Calcium_Level": 8.780263348, + "Phosphorus_Level": 4.275971337, + "Glucose_Level": 130.4897286, + "Potassium_Level": 4.351783708, + "Sodium_Level": 142.2172474, + "Smoking_Pack_Years": 0.833118124 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.16773958, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.50568772, + "White_Blood_Cell_Count": 6.691140323, + "Platelet_Count": 272.1194753, + "Albumin_Level": 3.603850225, + "Alkaline_Phosphatase_Level": 52.04542123, + "Alanine_Aminotransferase_Level": 7.779795147, + "Aspartate_Aminotransferase_Level": 39.33538745, + "Creatinine_Level": 0.900848064, + "LDH_Level": 114.6515036, + "Calcium_Level": 9.072446099, + "Phosphorus_Level": 4.882763331, + "Glucose_Level": 142.2993444, + "Potassium_Level": 4.061227084, + "Sodium_Level": 137.6261028, + "Smoking_Pack_Years": 72.86159367 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.7162613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.08345409, + "White_Blood_Cell_Count": 8.848684698, + "Platelet_Count": 410.0125192, + "Albumin_Level": 3.519294957, + "Alkaline_Phosphatase_Level": 81.04055003, + "Alanine_Aminotransferase_Level": 19.99698109, + "Aspartate_Aminotransferase_Level": 30.22026028, + "Creatinine_Level": 0.945587722, + "LDH_Level": 174.8099349, + "Calcium_Level": 10.39364475, + "Phosphorus_Level": 3.612465327, + "Glucose_Level": 87.2130038, + "Potassium_Level": 3.910005947, + "Sodium_Level": 136.2971164, + "Smoking_Pack_Years": 6.579893949 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.92491615, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.17850038, + "White_Blood_Cell_Count": 5.213420942, + "Platelet_Count": 357.9121771, + "Albumin_Level": 3.64126839, + "Alkaline_Phosphatase_Level": 75.27935316, + "Alanine_Aminotransferase_Level": 26.55727686, + "Aspartate_Aminotransferase_Level": 29.73096528, + "Creatinine_Level": 1.156883803, + "LDH_Level": 138.8530279, + "Calcium_Level": 8.323621667, + "Phosphorus_Level": 4.64915468, + "Glucose_Level": 78.49418362, + "Potassium_Level": 4.531772334, + "Sodium_Level": 135.5255982, + "Smoking_Pack_Years": 49.37887475 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.83441532, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.25678628, + "White_Blood_Cell_Count": 5.560138573, + "Platelet_Count": 336.5849513, + "Albumin_Level": 3.587735335, + "Alkaline_Phosphatase_Level": 92.42906379, + "Alanine_Aminotransferase_Level": 9.475709076, + "Aspartate_Aminotransferase_Level": 34.37568184, + "Creatinine_Level": 0.894064082, + "LDH_Level": 189.6326371, + "Calcium_Level": 8.58271317, + "Phosphorus_Level": 4.871108723, + "Glucose_Level": 79.33190385, + "Potassium_Level": 4.812954207, + "Sodium_Level": 135.8337379, + "Smoking_Pack_Years": 93.59114422 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.46740185, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.77712855, + "White_Blood_Cell_Count": 4.548938055, + "Platelet_Count": 400.0089423, + "Albumin_Level": 3.783130573, + "Alkaline_Phosphatase_Level": 76.57674061, + "Alanine_Aminotransferase_Level": 27.69634876, + "Aspartate_Aminotransferase_Level": 49.44584349, + "Creatinine_Level": 1.321783844, + "LDH_Level": 151.1164001, + "Calcium_Level": 9.922832896, + "Phosphorus_Level": 2.661468961, + "Glucose_Level": 132.6829768, + "Potassium_Level": 4.85892922, + "Sodium_Level": 136.8049004, + "Smoking_Pack_Years": 68.79565689 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.6236867, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.06235835, + "White_Blood_Cell_Count": 5.430802574, + "Platelet_Count": 319.7613492, + "Albumin_Level": 3.4527385, + "Alkaline_Phosphatase_Level": 100.1182618, + "Alanine_Aminotransferase_Level": 29.39912036, + "Aspartate_Aminotransferase_Level": 15.74401754, + "Creatinine_Level": 1.130607599, + "LDH_Level": 162.7094106, + "Calcium_Level": 9.153806598, + "Phosphorus_Level": 3.719626294, + "Glucose_Level": 117.2605707, + "Potassium_Level": 4.282952005, + "Sodium_Level": 140.7759508, + "Smoking_Pack_Years": 37.0257012 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.67909497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.19965264, + "White_Blood_Cell_Count": 4.58702743, + "Platelet_Count": 193.9653713, + "Albumin_Level": 3.863151973, + "Alkaline_Phosphatase_Level": 71.14607352, + "Alanine_Aminotransferase_Level": 10.01014081, + "Aspartate_Aminotransferase_Level": 34.60042545, + "Creatinine_Level": 0.815443342, + "LDH_Level": 214.6860861, + "Calcium_Level": 8.046357481, + "Phosphorus_Level": 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"Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.27581602, + "White_Blood_Cell_Count": 5.645881642, + "Platelet_Count": 414.1938227, + "Albumin_Level": 4.88112268, + "Alkaline_Phosphatase_Level": 74.83592857, + "Alanine_Aminotransferase_Level": 12.0417581, + "Aspartate_Aminotransferase_Level": 33.1805898, + "Creatinine_Level": 1.235251198, + "LDH_Level": 206.9655365, + "Calcium_Level": 9.69943348, + "Phosphorus_Level": 2.905226733, + "Glucose_Level": 89.37428042, + "Potassium_Level": 3.562479621, + "Sodium_Level": 137.2226312, + "Smoking_Pack_Years": 79.58013694 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.97278114, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.04772234, + "White_Blood_Cell_Count": 3.846483238, + "Platelet_Count": 447.4352063, + "Albumin_Level": 3.952884354, + "Alkaline_Phosphatase_Level": 71.28512461, + "Alanine_Aminotransferase_Level": 37.2283974, + "Aspartate_Aminotransferase_Level": 46.48303866, + "Creatinine_Level": 0.737909447, + "LDH_Level": 185.604343, + "Calcium_Level": 8.906090824, + "Phosphorus_Level": 3.8955982, + "Glucose_Level": 119.9150665, + "Potassium_Level": 4.602332926, + "Sodium_Level": 141.9374185, + "Smoking_Pack_Years": 47.55265634 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.00457647, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.91296649, + "White_Blood_Cell_Count": 4.422563039, + "Platelet_Count": 158.7923981, + "Albumin_Level": 3.37163276, + "Alkaline_Phosphatase_Level": 34.48632897, + "Alanine_Aminotransferase_Level": 16.03890208, + "Aspartate_Aminotransferase_Level": 44.87875324, + "Creatinine_Level": 0.977979127, + "LDH_Level": 146.1805696, + "Calcium_Level": 9.805850496, + "Phosphorus_Level": 4.624668555, + "Glucose_Level": 120.5479648, + "Potassium_Level": 3.989529106, + "Sodium_Level": 135.7666489, + "Smoking_Pack_Years": 36.98803257 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.40572054, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.59111582, + "White_Blood_Cell_Count": 8.971942907, + "Platelet_Count": 184.6539552, + "Albumin_Level": 3.789671914, + "Alkaline_Phosphatase_Level": 36.67357675, + "Alanine_Aminotransferase_Level": 20.63673815, + "Aspartate_Aminotransferase_Level": 28.89547629, + "Creatinine_Level": 1.127974463, + "LDH_Level": 188.7842125, + "Calcium_Level": 9.128541029, + "Phosphorus_Level": 4.163201064, + "Glucose_Level": 107.3697127, + "Potassium_Level": 4.642491874, + "Sodium_Level": 138.396405, + "Smoking_Pack_Years": 50.01348302 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.18435113, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.37242108, + "White_Blood_Cell_Count": 6.43391781, + "Platelet_Count": 384.5103499, + "Albumin_Level": 3.851674978, + "Alkaline_Phosphatase_Level": 83.7849622, + "Alanine_Aminotransferase_Level": 23.86233997, + "Aspartate_Aminotransferase_Level": 13.25943791, + "Creatinine_Level": 1.212869853, + "LDH_Level": 107.9214347, + "Calcium_Level": 8.350458841, + "Phosphorus_Level": 3.069195347, + "Glucose_Level": 105.8060492, + "Potassium_Level": 3.638033993, + "Sodium_Level": 139.5734352, + "Smoking_Pack_Years": 86.48745566 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.10445378, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.75075599, + "White_Blood_Cell_Count": 6.780434736, + "Platelet_Count": 448.493845, + "Albumin_Level": 3.112699149, + "Alkaline_Phosphatase_Level": 35.66918005, + "Alanine_Aminotransferase_Level": 24.24000718, + "Aspartate_Aminotransferase_Level": 41.1363621, + "Creatinine_Level": 0.632873601, + "LDH_Level": 156.4415054, + "Calcium_Level": 9.647361927, + "Phosphorus_Level": 2.740218617, + "Glucose_Level": 73.26797075, + "Potassium_Level": 4.040594833, + "Sodium_Level": 137.3251424, + "Smoking_Pack_Years": 72.21998191 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.97569207, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.69319857, + "White_Blood_Cell_Count": 8.428460202, + "Platelet_Count": 202.3870906, + "Albumin_Level": 4.198041817, + "Alkaline_Phosphatase_Level": 92.97680223, + "Alanine_Aminotransferase_Level": 10.40164346, + "Aspartate_Aminotransferase_Level": 11.57814026, + "Creatinine_Level": 0.640866948, + "LDH_Level": 192.6524496, + "Calcium_Level": 10.25681132, + "Phosphorus_Level": 3.74420116, + "Glucose_Level": 141.8383351, + "Potassium_Level": 4.549501762, + "Sodium_Level": 137.4989457, + "Smoking_Pack_Years": 59.46484259 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.25435374, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.8857249, + "White_Blood_Cell_Count": 4.095967204, + "Platelet_Count": 356.2943665, + "Albumin_Level": 3.413774416, + "Alkaline_Phosphatase_Level": 36.01408586, + "Alanine_Aminotransferase_Level": 38.385596, + "Aspartate_Aminotransferase_Level": 21.68373254, + "Creatinine_Level": 1.054638913, + "LDH_Level": 211.8641612, + "Calcium_Level": 8.691501415, + "Phosphorus_Level": 3.396353056, + "Glucose_Level": 118.2689469, + "Potassium_Level": 3.610938257, + "Sodium_Level": 141.5676945, + "Smoking_Pack_Years": 92.0904364 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.11510948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.41990132, + "White_Blood_Cell_Count": 7.258260127, + "Platelet_Count": 308.7895429, + "Albumin_Level": 3.409190161, + "Alkaline_Phosphatase_Level": 80.31525833, + "Alanine_Aminotransferase_Level": 34.57766118, + "Aspartate_Aminotransferase_Level": 29.93490929, + "Creatinine_Level": 0.737724996, + "LDH_Level": 219.2422215, + "Calcium_Level": 9.698631594, + "Phosphorus_Level": 2.624366562, + "Glucose_Level": 135.5206314, + "Potassium_Level": 4.030951453, + "Sodium_Level": 144.8899625, + "Smoking_Pack_Years": 30.58635874 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.35286936, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.75068556, + "White_Blood_Cell_Count": 6.396123818, + "Platelet_Count": 307.9875074, + "Albumin_Level": 3.757717061, + "Alkaline_Phosphatase_Level": 55.84580435, + "Alanine_Aminotransferase_Level": 14.53114579, + "Aspartate_Aminotransferase_Level": 17.94243976, + "Creatinine_Level": 1.375762249, + "LDH_Level": 221.2439831, + "Calcium_Level": 10.16836157, + "Phosphorus_Level": 3.149574968, + "Glucose_Level": 71.81999481, + "Potassium_Level": 4.554451375, + "Sodium_Level": 137.5720485, + "Smoking_Pack_Years": 95.26951429 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.52122514, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.06058655, + "White_Blood_Cell_Count": 7.111449732, + "Platelet_Count": 156.4321197, + "Albumin_Level": 4.251888686, + "Alkaline_Phosphatase_Level": 89.87726322, + "Alanine_Aminotransferase_Level": 14.77851033, + "Aspartate_Aminotransferase_Level": 43.03821721, + "Creatinine_Level": 1.342272708, + "LDH_Level": 245.0027071, + "Calcium_Level": 9.368778266, + "Phosphorus_Level": 3.90612079, + "Glucose_Level": 133.7113974, + "Potassium_Level": 4.88659476, + "Sodium_Level": 139.4522616, + "Smoking_Pack_Years": 91.13054262 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.31702151, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.59184856, + "White_Blood_Cell_Count": 3.975564849, + "Platelet_Count": 340.9050246, + "Albumin_Level": 4.005340854, + "Alkaline_Phosphatase_Level": 54.33692295, + "Alanine_Aminotransferase_Level": 24.00755653, + "Aspartate_Aminotransferase_Level": 12.14063505, + "Creatinine_Level": 0.689441562, + "LDH_Level": 200.1579984, + "Calcium_Level": 10.17570447, + "Phosphorus_Level": 3.459772714, + "Glucose_Level": 120.7761346, + "Potassium_Level": 4.935234677, + "Sodium_Level": 140.6193274, + "Smoking_Pack_Years": 10.52308098 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.76819154, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.71585483, + "White_Blood_Cell_Count": 3.767207853, + "Platelet_Count": 408.9172196, + "Albumin_Level": 4.743144065, + "Alkaline_Phosphatase_Level": 49.17607666, + "Alanine_Aminotransferase_Level": 36.19686046, + "Aspartate_Aminotransferase_Level": 36.73590331, + "Creatinine_Level": 1.417890885, + "LDH_Level": 166.5197061, + "Calcium_Level": 9.719636428, + "Phosphorus_Level": 2.757874357, + "Glucose_Level": 140.2238317, + "Potassium_Level": 4.260972473, + "Sodium_Level": 143.5888445, + "Smoking_Pack_Years": 38.01042142 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.43581183, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.10166569, + "White_Blood_Cell_Count": 6.855635905, + "Platelet_Count": 176.9814353, + "Albumin_Level": 3.992541777, + "Alkaline_Phosphatase_Level": 95.01541475, + "Alanine_Aminotransferase_Level": 5.158242461, + "Aspartate_Aminotransferase_Level": 40.1547948, + "Creatinine_Level": 0.557196463, + "LDH_Level": 121.3843857, + "Calcium_Level": 9.449905955, + "Phosphorus_Level": 4.562368637, + "Glucose_Level": 126.8904634, + "Potassium_Level": 3.700117969, + "Sodium_Level": 144.7216235, + "Smoking_Pack_Years": 37.41809965 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.02123522, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.10727088, + "White_Blood_Cell_Count": 9.357351542, + "Platelet_Count": 242.8848934, + "Albumin_Level": 4.724568303, + "Alkaline_Phosphatase_Level": 81.06040353, + "Alanine_Aminotransferase_Level": 10.4640965, + "Aspartate_Aminotransferase_Level": 21.12733186, + "Creatinine_Level": 0.86879212, + "LDH_Level": 136.1168123, + "Calcium_Level": 8.248799323, + "Phosphorus_Level": 3.129914417, + "Glucose_Level": 101.8847193, + "Potassium_Level": 4.47240127, + "Sodium_Level": 141.0598261, + "Smoking_Pack_Years": 75.01900319 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.27291523, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.02135488, + "White_Blood_Cell_Count": 9.497161328, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.44949527, + "White_Blood_Cell_Count": 6.443224991, + "Platelet_Count": 302.9303206, + "Albumin_Level": 4.895313961, + "Alkaline_Phosphatase_Level": 101.1421406, + "Alanine_Aminotransferase_Level": 6.772344653, + "Aspartate_Aminotransferase_Level": 26.03209842, + "Creatinine_Level": 0.936581638, + "LDH_Level": 218.0880664, + "Calcium_Level": 8.613032279, + "Phosphorus_Level": 3.687237885, + "Glucose_Level": 105.5223577, + "Potassium_Level": 4.891885283, + "Sodium_Level": 142.880771, + "Smoking_Pack_Years": 98.52594053 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.49046735, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.60759039, + "White_Blood_Cell_Count": 8.376180824, + "Platelet_Count": 296.4671189, + "Albumin_Level": 3.490234595, + "Alkaline_Phosphatase_Level": 103.1052599, + "Alanine_Aminotransferase_Level": 34.83978525, + "Aspartate_Aminotransferase_Level": 36.75418525, + "Creatinine_Level": 1.181953833, + "LDH_Level": 231.253268, + "Calcium_Level": 8.62099264, + "Phosphorus_Level": 4.699252498, + "Glucose_Level": 145.581265, + "Potassium_Level": 4.853427493, + "Sodium_Level": 142.2035532, + "Smoking_Pack_Years": 29.2360363 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.6794724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.8805489, + "White_Blood_Cell_Count": 4.241744256, + "Platelet_Count": 317.4098836, + "Albumin_Level": 4.431614414, + "Alkaline_Phosphatase_Level": 32.02586561, + "Alanine_Aminotransferase_Level": 18.46332185, + "Aspartate_Aminotransferase_Level": 14.92172397, + "Creatinine_Level": 0.668445345, + "LDH_Level": 209.2234536, + "Calcium_Level": 8.937342999, + "Phosphorus_Level": 3.01323479, + "Glucose_Level": 120.5678799, + "Potassium_Level": 3.568848071, + "Sodium_Level": 139.3435863, + "Smoking_Pack_Years": 2.938784756 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.69261778, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.74986025, + "White_Blood_Cell_Count": 4.621401519, + "Platelet_Count": 158.3584542, + "Albumin_Level": 4.617175814, + "Alkaline_Phosphatase_Level": 73.60696578, + "Alanine_Aminotransferase_Level": 29.98688599, + "Aspartate_Aminotransferase_Level": 34.81884725, + "Creatinine_Level": 0.767507634, + "LDH_Level": 137.6903445, + "Calcium_Level": 9.015331296, + "Phosphorus_Level": 2.672519359, + "Glucose_Level": 130.3624954, + "Potassium_Level": 4.764355115, + "Sodium_Level": 143.8561706, + "Smoking_Pack_Years": 62.00238798 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.164772, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.00963609, + "White_Blood_Cell_Count": 4.911702452, + "Platelet_Count": 323.885726, + "Albumin_Level": 4.078837783, + "Alkaline_Phosphatase_Level": 33.78815146, + "Alanine_Aminotransferase_Level": 14.23085899, + "Aspartate_Aminotransferase_Level": 29.49905852, + "Creatinine_Level": 1.13924442, + "LDH_Level": 218.6026565, + "Calcium_Level": 10.2625361, + "Phosphorus_Level": 4.128905801, + "Glucose_Level": 95.1038903, + "Potassium_Level": 4.012943628, + "Sodium_Level": 140.5543492, 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"Aspartate_Aminotransferase_Level": 23.37847553, + "Creatinine_Level": 1.111746199, + "LDH_Level": 231.7831055, + "Calcium_Level": 9.951562957, + "Phosphorus_Level": 4.471058405, + "Glucose_Level": 112.9145446, + "Potassium_Level": 3.708598844, + "Sodium_Level": 137.9262431, + "Smoking_Pack_Years": 42.52711897 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.86847597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.76461875, + "White_Blood_Cell_Count": 4.890609373, + "Platelet_Count": 409.8980474, + "Albumin_Level": 4.630751311, + "Alkaline_Phosphatase_Level": 47.01660235, + "Alanine_Aminotransferase_Level": 28.36365493, + "Aspartate_Aminotransferase_Level": 44.86751403, + "Creatinine_Level": 1.019588398, + "LDH_Level": 107.9232094, + "Calcium_Level": 9.488041754, + "Phosphorus_Level": 2.645396587, + "Glucose_Level": 97.26824963, + "Potassium_Level": 4.120489132, + "Sodium_Level": 144.1320638, + "Smoking_Pack_Years": 32.86500903 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.48144675, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.11351626, + "White_Blood_Cell_Count": 4.085169652, + "Platelet_Count": 395.9889731, + "Albumin_Level": 4.497488654, + "Alkaline_Phosphatase_Level": 76.10493903, + "Alanine_Aminotransferase_Level": 37.39105582, + "Aspartate_Aminotransferase_Level": 14.96513819, + "Creatinine_Level": 1.374217521, + "LDH_Level": 167.0638739, + "Calcium_Level": 9.952644689, + "Phosphorus_Level": 4.681438763, + "Glucose_Level": 149.1347722, + "Potassium_Level": 4.202280814, + "Sodium_Level": 144.5078369, + "Smoking_Pack_Years": 85.06397305 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.55324601, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.13623169, + "White_Blood_Cell_Count": 4.399675299, + "Platelet_Count": 177.6392068, + "Albumin_Level": 4.945276011, + "Alkaline_Phosphatase_Level": 105.2227316, + "Alanine_Aminotransferase_Level": 34.88499191, + "Aspartate_Aminotransferase_Level": 24.31125802, + "Creatinine_Level": 0.503303254, + "LDH_Level": 194.479372, + "Calcium_Level": 10.32081248, + "Phosphorus_Level": 2.718153426, + "Glucose_Level": 79.90661037, + "Potassium_Level": 3.73718176, + "Sodium_Level": 135.6594978, + "Smoking_Pack_Years": 92.66329838 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.36515606, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.06127234, + "White_Blood_Cell_Count": 6.673289376, + "Platelet_Count": 403.9931348, + "Albumin_Level": 4.112627366, + "Alkaline_Phosphatase_Level": 101.4396574, + "Alanine_Aminotransferase_Level": 7.108281785, + "Aspartate_Aminotransferase_Level": 48.66119989, + "Creatinine_Level": 0.618698217, + "LDH_Level": 207.0205433, + "Calcium_Level": 8.897020136, + "Phosphorus_Level": 4.66571696, + "Glucose_Level": 144.657804, + "Potassium_Level": 4.412781796, + "Sodium_Level": 140.7712743, + "Smoking_Pack_Years": 53.05528093 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.66526908, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 60, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.82456564, + "White_Blood_Cell_Count": 6.31533958, + "Platelet_Count": 384.6238681, + "Albumin_Level": 3.334224311, + "Alkaline_Phosphatase_Level": 103.8532565, + "Alanine_Aminotransferase_Level": 30.15811452, + "Aspartate_Aminotransferase_Level": 41.11620276, + "Creatinine_Level": 0.768258743, + "LDH_Level": 169.8759516, + "Calcium_Level": 10.34726985, + "Phosphorus_Level": 3.166422149, + "Glucose_Level": 102.0971881, + "Potassium_Level": 4.349568601, + "Sodium_Level": 142.7635155, + "Smoking_Pack_Years": 31.05399338 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.21716885, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.08291877, + "White_Blood_Cell_Count": 4.350553539, + "Platelet_Count": 384.9324444, + "Albumin_Level": 4.909840586, + "Alkaline_Phosphatase_Level": 50.73729382, + "Alanine_Aminotransferase_Level": 33.1407358, + "Aspartate_Aminotransferase_Level": 11.32442791, + "Creatinine_Level": 0.78749788, + "LDH_Level": 179.2510497, + "Calcium_Level": 9.91015091, + "Phosphorus_Level": 4.581120774, + "Glucose_Level": 117.7335403, + "Potassium_Level": 4.943188408, + 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"Aspartate_Aminotransferase_Level": 47.74221529, + "Creatinine_Level": 1.313949044, + "LDH_Level": 106.2022655, + "Calcium_Level": 10.01121475, + "Phosphorus_Level": 2.913990748, + "Glucose_Level": 148.3296774, + "Potassium_Level": 4.325586227, + "Sodium_Level": 135.8674755, + "Smoking_Pack_Years": 12.77599953 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.87265441, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 89, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.56760362, + "White_Blood_Cell_Count": 3.698938853, + "Platelet_Count": 280.3854497, + "Albumin_Level": 4.064685806, + "Alkaline_Phosphatase_Level": 37.56373608, + "Alanine_Aminotransferase_Level": 37.01363308, + "Aspartate_Aminotransferase_Level": 28.22826146, + "Creatinine_Level": 1.349987314, + "LDH_Level": 241.8198789, + "Calcium_Level": 8.494530956, + "Phosphorus_Level": 3.864144006, + "Glucose_Level": 70.59868485, + "Potassium_Level": 3.755977327, + "Sodium_Level": 135.1940424, + "Smoking_Pack_Years": 24.79402996 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.09637619, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.50163928, + "White_Blood_Cell_Count": 6.410816931, + "Platelet_Count": 224.4640789, + "Albumin_Level": 4.987270049, + "Alkaline_Phosphatase_Level": 72.02188512, + "Alanine_Aminotransferase_Level": 39.37703999, + "Aspartate_Aminotransferase_Level": 10.75936667, + "Creatinine_Level": 1.002277003, + "LDH_Level": 227.8952471, + "Calcium_Level": 9.004610341, + "Phosphorus_Level": 4.243064071, + "Glucose_Level": 110.8224053, + "Potassium_Level": 3.974228674, + "Sodium_Level": 135.2109607, + "Smoking_Pack_Years": 72.15308724 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.37440417, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.92885272, + "White_Blood_Cell_Count": 8.016425498, + "Platelet_Count": 282.4960968, + "Albumin_Level": 4.198334214, + "Alkaline_Phosphatase_Level": 68.30773767, + "Alanine_Aminotransferase_Level": 33.18742522, + "Aspartate_Aminotransferase_Level": 34.61896965, + "Creatinine_Level": 1.313990902, + "LDH_Level": 188.5788139, + "Calcium_Level": 8.182613031, + "Phosphorus_Level": 3.268576483, + "Glucose_Level": 108.6545287, + "Potassium_Level": 4.302652137, + "Sodium_Level": 135.9047224, + "Smoking_Pack_Years": 87.70086469 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.08265676, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.57420614, + "White_Blood_Cell_Count": 6.734870955, + "Platelet_Count": 255.4877044, + "Albumin_Level": 4.376189211, + "Alkaline_Phosphatase_Level": 86.02091489, + "Alanine_Aminotransferase_Level": 14.00908477, + "Aspartate_Aminotransferase_Level": 48.3462198, + "Creatinine_Level": 0.692466804, + "LDH_Level": 128.3027781, + "Calcium_Level": 8.00178972, + "Phosphorus_Level": 2.786289109, + "Glucose_Level": 125.0392945, + "Potassium_Level": 3.854953134, + "Sodium_Level": 138.6335248, + "Smoking_Pack_Years": 14.66721124 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.74772385, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.23221839, + "White_Blood_Cell_Count": 6.880601522, + "Platelet_Count": 384.269767, + "Albumin_Level": 4.49779775, + "Alkaline_Phosphatase_Level": 77.9169798, + "Alanine_Aminotransferase_Level": 28.6444864, + "Aspartate_Aminotransferase_Level": 44.66171925, + "Creatinine_Level": 0.750082697, + "LDH_Level": 106.3728086, + "Calcium_Level": 10.18935216, + "Phosphorus_Level": 4.278799277, + "Glucose_Level": 145.4464667, + "Potassium_Level": 4.439229578, + "Sodium_Level": 137.3253873, + "Smoking_Pack_Years": 73.37656055 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.41278856, + "Tumor_Location": 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75.41843247, + "Potassium_Level": 3.849326496, + "Sodium_Level": 136.8234499, + "Smoking_Pack_Years": 61.35277549 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.45746853, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.34017393, + "White_Blood_Cell_Count": 6.381588822, + "Platelet_Count": 200.3970391, + "Albumin_Level": 4.148879501, + "Alkaline_Phosphatase_Level": 62.81605273, + "Alanine_Aminotransferase_Level": 18.87613132, + "Aspartate_Aminotransferase_Level": 47.91486389, + "Creatinine_Level": 1.139823138, + "LDH_Level": 168.0032423, + "Calcium_Level": 10.29231628, + "Phosphorus_Level": 3.264705343, + "Glucose_Level": 77.87150762, + "Potassium_Level": 3.83958672, + "Sodium_Level": 139.1728404, + "Smoking_Pack_Years": 91.66228996 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.60798818, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.83418665, + "White_Blood_Cell_Count": 5.130351883, + "Platelet_Count": 314.5323718, + "Albumin_Level": 4.970965001, + "Alkaline_Phosphatase_Level": 72.83819182, + "Alanine_Aminotransferase_Level": 26.26263344, + "Aspartate_Aminotransferase_Level": 33.76808269, + "Creatinine_Level": 1.076154518, + "LDH_Level": 155.5211503, + "Calcium_Level": 9.597319954, + "Phosphorus_Level": 4.454996212, + "Glucose_Level": 143.895676, + "Potassium_Level": 3.8195358, + "Sodium_Level": 141.399375, + "Smoking_Pack_Years": 93.62982963 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.52384836, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.22761885, + "White_Blood_Cell_Count": 7.093440529, + "Platelet_Count": 323.5036899, + "Albumin_Level": 4.498896479, + "Alkaline_Phosphatase_Level": 58.03922224, + "Alanine_Aminotransferase_Level": 7.335660218, + "Aspartate_Aminotransferase_Level": 12.82163622, + "Creatinine_Level": 0.727277381, + "LDH_Level": 184.515425, + "Calcium_Level": 9.318662093, + "Phosphorus_Level": 3.890101287, + "Glucose_Level": 140.3273775, + "Potassium_Level": 4.193612917, + "Sodium_Level": 144.3587935, + "Smoking_Pack_Years": 54.37223357 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.42313469, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.68627044, + "White_Blood_Cell_Count": 5.692467366, + "Platelet_Count": 225.7869263, + "Albumin_Level": 3.869155929, + "Alkaline_Phosphatase_Level": 95.05364531, + "Alanine_Aminotransferase_Level": 29.56881585, + "Aspartate_Aminotransferase_Level": 42.93829798, + "Creatinine_Level": 0.846565158, + "LDH_Level": 176.1886811, + "Calcium_Level": 8.421875374, + "Phosphorus_Level": 3.162739504, + "Glucose_Level": 93.14265798, + "Potassium_Level": 3.972278027, + "Sodium_Level": 138.8471077, + "Smoking_Pack_Years": 94.94221304 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.84483737, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.57719014, + "White_Blood_Cell_Count": 6.967093177, + "Platelet_Count": 174.8439027, + "Albumin_Level": 3.664576986, + "Alkaline_Phosphatase_Level": 77.34025572, + "Alanine_Aminotransferase_Level": 32.87463767, + "Aspartate_Aminotransferase_Level": 38.44168205, + "Creatinine_Level": 1.153262112, + "LDH_Level": 119.5007778, + "Calcium_Level": 8.144409964, + "Phosphorus_Level": 3.186608648, + "Glucose_Level": 123.7008214, + "Potassium_Level": 4.604438195, + "Sodium_Level": 141.9491624, + "Smoking_Pack_Years": 20.18742484 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.80888599, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.98026119, + "White_Blood_Cell_Count": 8.404864573, + "Platelet_Count": 162.3552701, + "Albumin_Level": 3.244824647, + "Alkaline_Phosphatase_Level": 30.78051981, + "Alanine_Aminotransferase_Level": 13.12784455, + "Aspartate_Aminotransferase_Level": 14.54770094, + "Creatinine_Level": 0.776819713, + "LDH_Level": 139.3505531, + "Calcium_Level": 8.796564536, + "Phosphorus_Level": 4.044810786, + "Glucose_Level": 127.0794369, + "Potassium_Level": 3.660801597, + "Sodium_Level": 138.3270067, + "Smoking_Pack_Years": 40.56782576 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.19724887, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.74185925, + "White_Blood_Cell_Count": 3.872740918, + "Platelet_Count": 188.9711261, + "Albumin_Level": 3.922324305, + "Alkaline_Phosphatase_Level": 100.1852373, + "Alanine_Aminotransferase_Level": 17.2812731, + "Aspartate_Aminotransferase_Level": 31.70728754, + "Creatinine_Level": 1.012063458, + "LDH_Level": 173.904499, + "Calcium_Level": 9.125016175, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 65.09670842, + "Alanine_Aminotransferase_Level": 35.14943877, + "Aspartate_Aminotransferase_Level": 18.80077549, + "Creatinine_Level": 0.860980987, + "LDH_Level": 216.2977174, + "Calcium_Level": 9.809375041, + "Phosphorus_Level": 3.569227124, + "Glucose_Level": 84.51412686, + "Potassium_Level": 4.575182675, + "Sodium_Level": 135.3245517, + "Smoking_Pack_Years": 90.47505581 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.68546843, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.80729474, + "White_Blood_Cell_Count": 8.077659987, + "Platelet_Count": 230.579876, + "Albumin_Level": 3.532356586, + "Alkaline_Phosphatase_Level": 47.28844129, + "Alanine_Aminotransferase_Level": 23.54124497, + "Aspartate_Aminotransferase_Level": 41.35005138, + "Creatinine_Level": 0.547011743, + "LDH_Level": 175.096477, + "Calcium_Level": 10.25310822, + "Phosphorus_Level": 3.515229394, + "Glucose_Level": 94.81460407, + "Potassium_Level": 4.41120101, + "Sodium_Level": 137.8524567, + "Smoking_Pack_Years": 51.42576468 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": 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9.803830918, + "Phosphorus_Level": 3.51641503, + "Glucose_Level": 148.3070527, + "Potassium_Level": 4.754521684, + "Sodium_Level": 139.8289607, + "Smoking_Pack_Years": 25.38871735 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.21424679, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.71621664, + "White_Blood_Cell_Count": 8.49369681, + "Platelet_Count": 400.0200648, + "Albumin_Level": 4.935676989, + "Alkaline_Phosphatase_Level": 71.78387857, + "Alanine_Aminotransferase_Level": 9.181054929, + "Aspartate_Aminotransferase_Level": 44.66720721, + "Creatinine_Level": 1.279468413, + "LDH_Level": 127.9660631, + "Calcium_Level": 9.88501689, + "Phosphorus_Level": 4.599249558, + "Glucose_Level": 108.5382673, + "Potassium_Level": 4.75782428, + "Sodium_Level": 143.1351198, + "Smoking_Pack_Years": 72.65812209 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.89039441, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.59460019, + "White_Blood_Cell_Count": 4.186615783, + "Platelet_Count": 277.9352704, + "Albumin_Level": 3.724163628, + "Alkaline_Phosphatase_Level": 48.87217092, + "Alanine_Aminotransferase_Level": 37.30370271, + "Aspartate_Aminotransferase_Level": 37.36994613, + "Creatinine_Level": 0.780704307, + "LDH_Level": 208.2561666, + "Calcium_Level": 9.70241845, + "Phosphorus_Level": 2.854212722, + "Glucose_Level": 109.858955, + "Potassium_Level": 4.030552188, + "Sodium_Level": 136.0898831, + "Smoking_Pack_Years": 33.72031754 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.91361463, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.04319144, + "White_Blood_Cell_Count": 7.605493167, + "Platelet_Count": 344.6509969, + "Albumin_Level": 3.304595241, + "Alkaline_Phosphatase_Level": 93.45831415, + "Alanine_Aminotransferase_Level": 5.339962594, + "Aspartate_Aminotransferase_Level": 48.72381949, + "Creatinine_Level": 0.98954837, + "LDH_Level": 241.9935977, + "Calcium_Level": 9.010415004, + "Phosphorus_Level": 3.69807727, + "Glucose_Level": 125.5775878, + "Potassium_Level": 4.881742432, + "Sodium_Level": 137.3608238, + "Smoking_Pack_Years": 14.09845923 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.94916067, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.99363022, + "White_Blood_Cell_Count": 6.318484773, + "Platelet_Count": 267.7652445, + "Albumin_Level": 3.536552951, + "Alkaline_Phosphatase_Level": 84.27388549, + "Alanine_Aminotransferase_Level": 20.54375022, + "Aspartate_Aminotransferase_Level": 27.30218795, + "Creatinine_Level": 1.088573386, + "LDH_Level": 162.1533801, + "Calcium_Level": 9.926225632, + "Phosphorus_Level": 3.967265462, + "Glucose_Level": 97.6993917, + "Potassium_Level": 4.486729835, + "Sodium_Level": 137.8353128, + "Smoking_Pack_Years": 13.78594547 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.86312011, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.17635993, + "White_Blood_Cell_Count": 9.95923427, + 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"Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.60175224, + "White_Blood_Cell_Count": 6.514767071, + "Platelet_Count": 381.4797147, + "Albumin_Level": 3.894703669, + "Alkaline_Phosphatase_Level": 41.00531479, + "Alanine_Aminotransferase_Level": 22.20131183, + "Aspartate_Aminotransferase_Level": 14.70607053, + "Creatinine_Level": 0.575964686, + "LDH_Level": 110.9420935, + "Calcium_Level": 8.035355227, + "Phosphorus_Level": 4.792416507, + "Glucose_Level": 82.29910609, + "Potassium_Level": 3.65054048, + "Sodium_Level": 136.2360039, + "Smoking_Pack_Years": 78.72710715 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.39289329, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.46191901, + "White_Blood_Cell_Count": 5.022073526, + "Platelet_Count": 221.6507233, + "Albumin_Level": 3.788643873, + "Alkaline_Phosphatase_Level": 117.3800552, + "Alanine_Aminotransferase_Level": 5.588722749, + "Aspartate_Aminotransferase_Level": 22.76713633, + "Creatinine_Level": 0.944472347, + "LDH_Level": 225.9223541, + "Calcium_Level": 8.633013845, + "Phosphorus_Level": 4.446465272, + "Glucose_Level": 126.1391767, + "Potassium_Level": 3.571804335, + "Sodium_Level": 142.8622419, + "Smoking_Pack_Years": 47.6633672 + }, + { + "Age": 78, + "Gender": "Male", 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121.9272632, + "Calcium_Level": 10.40614878, + "Phosphorus_Level": 4.374729077, + "Glucose_Level": 87.93283816, + "Potassium_Level": 4.232873189, + "Sodium_Level": 141.0826767, + "Smoking_Pack_Years": 11.18867251 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.49248133, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.8213044, + "White_Blood_Cell_Count": 8.670393577, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.77357133, + "White_Blood_Cell_Count": 5.23910365, + "Platelet_Count": 267.3358277, + "Albumin_Level": 4.570181425, + "Alkaline_Phosphatase_Level": 90.38114755, + "Alanine_Aminotransferase_Level": 39.35628073, + "Aspartate_Aminotransferase_Level": 13.22467098, + "Creatinine_Level": 0.538872219, + "LDH_Level": 108.6377967, + "Calcium_Level": 8.224189193, + "Phosphorus_Level": 4.142543425, + "Glucose_Level": 129.9832755, + "Potassium_Level": 4.029489566, + "Sodium_Level": 135.7740159, + "Smoking_Pack_Years": 94.72489526 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.37142413, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.25822293, + "White_Blood_Cell_Count": 4.38699898, + "Platelet_Count": 380.9336206, + "Albumin_Level": 4.4267678, + "Alkaline_Phosphatase_Level": 112.0934031, + "Alanine_Aminotransferase_Level": 30.49981675, + "Aspartate_Aminotransferase_Level": 27.61414062, + "Creatinine_Level": 1.261168298, + "LDH_Level": 141.0320377, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.67797056, + "White_Blood_Cell_Count": 3.589011189, + "Platelet_Count": 448.499751, + "Albumin_Level": 4.11221446, + "Alkaline_Phosphatase_Level": 84.6867863, + "Alanine_Aminotransferase_Level": 20.8843605, + "Aspartate_Aminotransferase_Level": 17.90156232, + "Creatinine_Level": 0.85835906, + "LDH_Level": 175.885365, + "Calcium_Level": 8.363616691, + "Phosphorus_Level": 4.571169198, + "Glucose_Level": 139.7383163, + "Potassium_Level": 4.406307867, + "Sodium_Level": 143.7971671, + "Smoking_Pack_Years": 25.5105403 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.5097371, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.63168003, + "White_Blood_Cell_Count": 5.209182406, + "Platelet_Count": 210.8717822, + "Albumin_Level": 3.99960801, + "Alkaline_Phosphatase_Level": 38.19402088, + "Alanine_Aminotransferase_Level": 37.74952243, + "Aspartate_Aminotransferase_Level": 28.31195073, + "Creatinine_Level": 0.528473609, + "LDH_Level": 224.3467814, + "Calcium_Level": 9.873004607, + "Phosphorus_Level": 3.819986798, + "Glucose_Level": 146.9235202, + "Potassium_Level": 4.654627884, + "Sodium_Level": 144.9836844, + "Smoking_Pack_Years": 59.52438739 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.19045677, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.27758984, + "White_Blood_Cell_Count": 7.811034531, + "Platelet_Count": 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.44151621, + "White_Blood_Cell_Count": 6.793086637, + "Platelet_Count": 210.1017715, + "Albumin_Level": 3.713549657, + "Alkaline_Phosphatase_Level": 108.8815253, + "Alanine_Aminotransferase_Level": 25.2093368, + "Aspartate_Aminotransferase_Level": 13.3594598, + "Creatinine_Level": 1.152378183, + "LDH_Level": 229.328318, + "Calcium_Level": 10.41234243, + "Phosphorus_Level": 2.696379441, + "Glucose_Level": 107.0635264, + "Potassium_Level": 3.645923547, + "Sodium_Level": 136.6012131, + "Smoking_Pack_Years": 58.73301356 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.76772143, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.40806847, + "White_Blood_Cell_Count": 6.849820126, + "Platelet_Count": 440.6306775, + "Albumin_Level": 3.738649467, + "Alkaline_Phosphatase_Level": 77.59103101, + "Alanine_Aminotransferase_Level": 28.43600141, + "Aspartate_Aminotransferase_Level": 36.28082142, + "Creatinine_Level": 1.177842111, + "LDH_Level": 174.4956774, + "Calcium_Level": 8.982042235, + "Phosphorus_Level": 3.241249061, + "Glucose_Level": 113.2396449, + "Potassium_Level": 4.168762326, + "Sodium_Level": 137.9513918, + "Smoking_Pack_Years": 27.71147695 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.53073179, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.10009091, + "White_Blood_Cell_Count": 9.111078631, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.16290554, + "White_Blood_Cell_Count": 9.664242447, + "Platelet_Count": 352.2288396, + "Albumin_Level": 3.756870379, + "Alkaline_Phosphatase_Level": 48.54429973, + "Alanine_Aminotransferase_Level": 35.49328014, + "Aspartate_Aminotransferase_Level": 42.17789136, + "Creatinine_Level": 0.941907505, + "LDH_Level": 174.019046, + "Calcium_Level": 9.830926761, + "Phosphorus_Level": 3.126921605, + "Glucose_Level": 86.41181403, + "Potassium_Level": 3.553938821, + "Sodium_Level": 135.1063203, + "Smoking_Pack_Years": 22.25157467 + }, + { + "Age": 41, + "Gender": "Male", 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116.6631912, + "Calcium_Level": 9.900304944, + "Phosphorus_Level": 4.973129954, + "Glucose_Level": 71.16544429, + "Potassium_Level": 4.20540453, + "Sodium_Level": 138.2077707, + "Smoking_Pack_Years": 61.51533711 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.74673456, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.38836351, + "White_Blood_Cell_Count": 3.818516505, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.0654287, + "White_Blood_Cell_Count": 4.55578208, + "Platelet_Count": 242.0622267, + "Albumin_Level": 3.780372039, + "Alkaline_Phosphatase_Level": 69.77124481, + "Alanine_Aminotransferase_Level": 27.66044197, + "Aspartate_Aminotransferase_Level": 35.02267548, + "Creatinine_Level": 0.89507248, + "LDH_Level": 249.1659468, + "Calcium_Level": 8.369766462, + "Phosphorus_Level": 3.82633225, + "Glucose_Level": 117.8008292, + "Potassium_Level": 4.71490843, + "Sodium_Level": 140.1832762, + "Smoking_Pack_Years": 8.731253687 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.12000534, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.08616934, + "White_Blood_Cell_Count": 7.92632617, + "Platelet_Count": 287.9260944, + "Albumin_Level": 4.695051519, + "Alkaline_Phosphatase_Level": 55.74896993, + "Alanine_Aminotransferase_Level": 12.41451955, + "Aspartate_Aminotransferase_Level": 38.6232917, + "Creatinine_Level": 0.544670445, + "LDH_Level": 134.9329927, + "Calcium_Level": 9.664969514, + "Phosphorus_Level": 2.900868833, + "Glucose_Level": 107.8189501, + "Potassium_Level": 3.952931111, + "Sodium_Level": 141.4414761, + "Smoking_Pack_Years": 31.2540271 + }, + { + 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.18492486, + "White_Blood_Cell_Count": 9.658067338, + "Platelet_Count": 201.2299382, + "Albumin_Level": 4.445226494, + "Alkaline_Phosphatase_Level": 59.20630323, + "Alanine_Aminotransferase_Level": 37.15979501, + "Aspartate_Aminotransferase_Level": 10.87049431, + "Creatinine_Level": 0.936209217, + "LDH_Level": 145.8294285, + "Calcium_Level": 9.785185915, + "Phosphorus_Level": 4.95915963, + "Glucose_Level": 83.61116543, + "Potassium_Level": 4.769402974, + "Sodium_Level": 136.4520396, + "Smoking_Pack_Years": 62.22123142 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.20158083, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.88070909, + "White_Blood_Cell_Count": 5.629474179, + "Platelet_Count": 270.50537, + "Albumin_Level": 4.969460516, + "Alkaline_Phosphatase_Level": 34.57486269, + "Alanine_Aminotransferase_Level": 13.19729739, + "Aspartate_Aminotransferase_Level": 13.45109199, + "Creatinine_Level": 1.264847935, + "LDH_Level": 109.4272994, + "Calcium_Level": 9.541545505, + "Phosphorus_Level": 4.085685778, + "Glucose_Level": 93.56356669, + "Potassium_Level": 3.688264038, + "Sodium_Level": 139.7499426, + "Smoking_Pack_Years": 80.8906335 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.23645626, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.66770512, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.02638757, + "White_Blood_Cell_Count": 4.54045495, + "Platelet_Count": 187.3950266, + "Albumin_Level": 3.667654128, + "Alkaline_Phosphatase_Level": 77.11559616, + "Alanine_Aminotransferase_Level": 18.66381858, + "Aspartate_Aminotransferase_Level": 27.81520865, + "Creatinine_Level": 0.864634233, + "LDH_Level": 209.4511213, + "Calcium_Level": 8.164750979, + "Phosphorus_Level": 4.240404979, + "Glucose_Level": 94.44092486, + "Potassium_Level": 3.72420258, + "Sodium_Level": 143.8982918, + "Smoking_Pack_Years": 88.13260344 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.57562447, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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138.6650341, + "Smoking_Pack_Years": 80.65535467 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.55458501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.70436778, + "White_Blood_Cell_Count": 9.627037305, + "Platelet_Count": 314.2801407, + "Albumin_Level": 4.179080793, + "Alkaline_Phosphatase_Level": 98.93907013, + "Alanine_Aminotransferase_Level": 13.29495598, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.80258811, + "White_Blood_Cell_Count": 8.89541887, + "Platelet_Count": 420.8519725, + "Albumin_Level": 4.051819242, + "Alkaline_Phosphatase_Level": 50.09333268, + "Alanine_Aminotransferase_Level": 14.68605406, + "Aspartate_Aminotransferase_Level": 16.87280309, + "Creatinine_Level": 0.894710665, + "LDH_Level": 174.2846478, + "Calcium_Level": 9.603450785, + "Phosphorus_Level": 4.535817031, + "Glucose_Level": 103.4371864, + "Potassium_Level": 4.019577711, + "Sodium_Level": 137.698325, + "Smoking_Pack_Years": 25.72959083 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.63342594, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.53125369, + "White_Blood_Cell_Count": 9.762811718, + "Platelet_Count": 388.613397, + "Albumin_Level": 3.000079901, + "Alkaline_Phosphatase_Level": 49.66000473, + "Alanine_Aminotransferase_Level": 22.18508831, + "Aspartate_Aminotransferase_Level": 29.19304301, + "Creatinine_Level": 0.865631646, + "LDH_Level": 146.6539677, + "Calcium_Level": 9.039667304, + "Phosphorus_Level": 4.630971044, + "Glucose_Level": 76.34986455, + "Potassium_Level": 4.673556214, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.07778859, + "White_Blood_Cell_Count": 5.775424818, + "Platelet_Count": 420.6620699, + "Albumin_Level": 3.628413471, + "Alkaline_Phosphatase_Level": 97.51272183, + "Alanine_Aminotransferase_Level": 34.24947805, + "Aspartate_Aminotransferase_Level": 48.70921498, + "Creatinine_Level": 1.383412877, + "LDH_Level": 136.1113117, + "Calcium_Level": 9.084177499, + "Phosphorus_Level": 4.204381947, + "Glucose_Level": 71.41577039, + "Potassium_Level": 4.73271042, + "Sodium_Level": 137.9633998, + "Smoking_Pack_Years": 8.636425305 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.2726475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.28748521, + "White_Blood_Cell_Count": 7.880938965, + "Platelet_Count": 401.5742891, + "Albumin_Level": 4.378789565, + "Alkaline_Phosphatase_Level": 85.71827123, + "Alanine_Aminotransferase_Level": 15.87693696, + "Aspartate_Aminotransferase_Level": 47.11394487, + "Creatinine_Level": 0.945226025, + "LDH_Level": 136.3754493, + "Calcium_Level": 10.49947973, + "Phosphorus_Level": 3.056646863, + "Glucose_Level": 118.9065802, + "Potassium_Level": 4.478658503, + "Sodium_Level": 139.3940395, + "Smoking_Pack_Years": 52.97798746 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.60073457, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.05545502, + "White_Blood_Cell_Count": 6.037165257, + "Platelet_Count": 193.2665544, + "Albumin_Level": 3.991720762, + "Alkaline_Phosphatase_Level": 51.99787907, + "Alanine_Aminotransferase_Level": 14.31922661, + "Aspartate_Aminotransferase_Level": 49.45903433, + "Creatinine_Level": 0.950542654, + "LDH_Level": 214.7028862, + "Calcium_Level": 10.12687266, + "Phosphorus_Level": 2.581178779, + "Glucose_Level": 100.4857181, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.79623878, + "White_Blood_Cell_Count": 4.891811316, + "Platelet_Count": 298.9514395, + "Albumin_Level": 4.843992127, + "Alkaline_Phosphatase_Level": 59.79554714, + "Alanine_Aminotransferase_Level": 29.68254016, + "Aspartate_Aminotransferase_Level": 38.25522582, + "Creatinine_Level": 1.436747432, + "LDH_Level": 212.8913818, + "Calcium_Level": 8.616531556, + "Phosphorus_Level": 4.738690329, + "Glucose_Level": 111.5953977, + "Potassium_Level": 4.079152925, + "Sodium_Level": 139.5326197, + "Smoking_Pack_Years": 68.75648914 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.61028977, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.4750091, + "White_Blood_Cell_Count": 6.627944235, + "Platelet_Count": 227.1977292, + "Albumin_Level": 3.361703055, + "Alkaline_Phosphatase_Level": 74.12245794, + "Alanine_Aminotransferase_Level": 16.44343267, + "Aspartate_Aminotransferase_Level": 22.71371635, + "Creatinine_Level": 0.750021358, + "LDH_Level": 197.7398491, + "Calcium_Level": 8.144714474, + "Phosphorus_Level": 4.781818556, + "Glucose_Level": 87.99465431, + "Potassium_Level": 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14.80042814, + "Aspartate_Aminotransferase_Level": 27.45381079, + "Creatinine_Level": 0.949445897, + "LDH_Level": 191.3003699, + "Calcium_Level": 8.07616349, + "Phosphorus_Level": 3.063019381, + "Glucose_Level": 124.7902805, + "Potassium_Level": 3.703439994, + "Sodium_Level": 139.4731402, + "Smoking_Pack_Years": 65.32037659 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.37978892, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 74, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.90491836, + "White_Blood_Cell_Count": 5.048331614, + "Platelet_Count": 320.4505709, + "Albumin_Level": 4.791468087, + "Alkaline_Phosphatase_Level": 117.8515679, + "Alanine_Aminotransferase_Level": 8.028572485, + "Aspartate_Aminotransferase_Level": 14.06744686, + "Creatinine_Level": 0.532201559, + "LDH_Level": 226.1274435, + "Calcium_Level": 8.482355316, + "Phosphorus_Level": 3.993074422, + "Glucose_Level": 111.5554632, + "Potassium_Level": 3.912488863, + "Sodium_Level": 137.780116, + "Smoking_Pack_Years": 58.21121586 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.12677339, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.54042531, + "White_Blood_Cell_Count": 8.537518805, + "Platelet_Count": 292.9610879, + "Albumin_Level": 3.441596906, + "Alkaline_Phosphatase_Level": 65.90688684, + "Alanine_Aminotransferase_Level": 29.0017966, + "Aspartate_Aminotransferase_Level": 30.77281281, + "Creatinine_Level": 1.057774283, + "LDH_Level": 230.0911535, + "Calcium_Level": 10.15816222, + "Phosphorus_Level": 3.630504229, + "Glucose_Level": 77.56012931, + "Potassium_Level": 4.321543617, + "Sodium_Level": 135.0022742, + "Smoking_Pack_Years": 65.20782757 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.75508693, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.95237399, + "White_Blood_Cell_Count": 4.709576113, + "Platelet_Count": 218.0239893, + "Albumin_Level": 4.563407551, + "Alkaline_Phosphatase_Level": 104.7168619, + "Alanine_Aminotransferase_Level": 15.21315541, + "Aspartate_Aminotransferase_Level": 31.05380407, + "Creatinine_Level": 1.244257895, + "LDH_Level": 190.7855373, + "Calcium_Level": 9.191137079, + "Phosphorus_Level": 4.913178304, + "Glucose_Level": 87.35626673, + "Potassium_Level": 4.292355681, + "Sodium_Level": 137.6556898, + "Smoking_Pack_Years": 48.53965311 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.33948561, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.96713722, + "White_Blood_Cell_Count": 5.231188711, + "Platelet_Count": 361.730097, + "Albumin_Level": 4.243510302, + "Alkaline_Phosphatase_Level": 65.03376405, + "Alanine_Aminotransferase_Level": 26.77944798, + "Aspartate_Aminotransferase_Level": 41.98204676, + "Creatinine_Level": 0.914512152, + "LDH_Level": 124.6764497, + "Calcium_Level": 9.967156353, + "Phosphorus_Level": 2.587647525, + "Glucose_Level": 123.9252683, + "Potassium_Level": 4.954646016, + "Sodium_Level": 144.1044047, + "Smoking_Pack_Years": 81.10945774 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.20253055, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.65820256, + "White_Blood_Cell_Count": 6.446067688, + "Platelet_Count": 340.6678906, + "Albumin_Level": 4.95230096, + "Alkaline_Phosphatase_Level": 60.28176692, + "Alanine_Aminotransferase_Level": 23.64244749, + "Aspartate_Aminotransferase_Level": 35.98646712, + "Creatinine_Level": 1.350838844, + "LDH_Level": 221.8036593, + "Calcium_Level": 8.785378721, + "Phosphorus_Level": 2.934695274, + "Glucose_Level": 74.10085927, + "Potassium_Level": 4.163209427, + "Sodium_Level": 143.8378091, + "Smoking_Pack_Years": 80.53087733 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.59309632, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.6636474, + "White_Blood_Cell_Count": 7.788488832, + "Platelet_Count": 220.986762, + "Albumin_Level": 4.645130336, + "Alkaline_Phosphatase_Level": 97.4332172, + "Alanine_Aminotransferase_Level": 26.06609319, + "Aspartate_Aminotransferase_Level": 46.2841411, + "Creatinine_Level": 0.850876304, + "LDH_Level": 154.2232218, + "Calcium_Level": 9.531249279, + "Phosphorus_Level": 3.55221551, + "Glucose_Level": 121.2084007, + "Potassium_Level": 4.191818233, + 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"Aspartate_Aminotransferase_Level": 28.18233852, + "Creatinine_Level": 0.871374473, + "LDH_Level": 214.3840033, + "Calcium_Level": 10.30303518, + "Phosphorus_Level": 3.031963601, + "Glucose_Level": 141.3487079, + "Potassium_Level": 4.087627877, + "Sodium_Level": 143.2506375, + "Smoking_Pack_Years": 0.706232941 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.5884641, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.53307463, + "White_Blood_Cell_Count": 4.886841833, + "Platelet_Count": 178.238049, + "Albumin_Level": 4.488821402, + "Alkaline_Phosphatase_Level": 83.51503188, + "Alanine_Aminotransferase_Level": 23.76898583, + "Aspartate_Aminotransferase_Level": 42.55326598, + "Creatinine_Level": 1.305605316, + "LDH_Level": 189.049529, + "Calcium_Level": 8.093060563, + "Phosphorus_Level": 3.384916831, + "Glucose_Level": 110.0081363, + "Potassium_Level": 4.904859744, + "Sodium_Level": 144.3832883, + "Smoking_Pack_Years": 15.16435176 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.88200012, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.41866686, + "White_Blood_Cell_Count": 6.183545662, + "Platelet_Count": 291.870753, + "Albumin_Level": 3.522810137, + "Alkaline_Phosphatase_Level": 66.35954571, + "Alanine_Aminotransferase_Level": 26.86711884, + "Aspartate_Aminotransferase_Level": 27.61031845, + "Creatinine_Level": 0.969100283, + "LDH_Level": 112.5535297, + "Calcium_Level": 10.25577841, + "Phosphorus_Level": 2.861609146, + "Glucose_Level": 95.07709666, + "Potassium_Level": 4.705079794, + "Sodium_Level": 138.2821254, + "Smoking_Pack_Years": 46.00153847 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.03786668, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.58682685, + "White_Blood_Cell_Count": 5.105118951, + "Platelet_Count": 256.4412267, + "Albumin_Level": 4.927428345, + "Alkaline_Phosphatase_Level": 40.8864385, + "Alanine_Aminotransferase_Level": 38.77404141, + "Aspartate_Aminotransferase_Level": 22.07706381, + "Creatinine_Level": 1.110566377, + "LDH_Level": 132.4554633, + "Calcium_Level": 8.95292134, + "Phosphorus_Level": 2.794545712, + "Glucose_Level": 88.87628503, + "Potassium_Level": 4.215290276, + "Sodium_Level": 144.7393752, + "Smoking_Pack_Years": 50.70314209 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.54883753, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.45008422, + "White_Blood_Cell_Count": 8.630641909, + "Platelet_Count": 304.3125831, + "Albumin_Level": 3.516552338, + "Alkaline_Phosphatase_Level": 119.4904606, + "Alanine_Aminotransferase_Level": 20.0966972, + "Aspartate_Aminotransferase_Level": 13.62847378, + "Creatinine_Level": 0.947942279, + "LDH_Level": 200.2079098, + "Calcium_Level": 9.132016124, + "Phosphorus_Level": 4.281468592, + "Glucose_Level": 139.9298085, + "Potassium_Level": 4.694390869, + "Sodium_Level": 142.0174354, + "Smoking_Pack_Years": 81.53631844 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.85838827, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 66, + 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"Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.27188683, + "White_Blood_Cell_Count": 6.13672371, + "Platelet_Count": 347.8704471, + "Albumin_Level": 4.063148904, + "Alkaline_Phosphatase_Level": 92.75622929, + "Alanine_Aminotransferase_Level": 10.64366917, + "Aspartate_Aminotransferase_Level": 40.12911003, + "Creatinine_Level": 1.465909404, + "LDH_Level": 200.8581941, + "Calcium_Level": 9.493857863, + "Phosphorus_Level": 4.441768152, + "Glucose_Level": 103.9013941, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.6993306, + "White_Blood_Cell_Count": 8.852096825, + "Platelet_Count": 393.2161315, + "Albumin_Level": 4.125828801, + "Alkaline_Phosphatase_Level": 54.93731222, + "Alanine_Aminotransferase_Level": 12.64459568, + "Aspartate_Aminotransferase_Level": 46.89837321, + "Creatinine_Level": 1.283052509, + "LDH_Level": 143.4040629, + "Calcium_Level": 9.0775951, + "Phosphorus_Level": 3.806009919, + "Glucose_Level": 115.7655839, + "Potassium_Level": 4.567842964, + "Sodium_Level": 142.1421866, + "Smoking_Pack_Years": 88.6685173 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.52527031, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.27381279, + "White_Blood_Cell_Count": 6.721429951, + "Platelet_Count": 309.7107161, + "Albumin_Level": 4.793269995, + "Alkaline_Phosphatase_Level": 78.58343667, + "Alanine_Aminotransferase_Level": 5.594517977, + "Aspartate_Aminotransferase_Level": 10.2195202, + "Creatinine_Level": 0.596813744, + "LDH_Level": 188.3042496, + "Calcium_Level": 8.115312574, + "Phosphorus_Level": 3.433510714, + "Glucose_Level": 132.7382838, + "Potassium_Level": 4.50749304, + "Sodium_Level": 144.7859554, + "Smoking_Pack_Years": 26.26031495 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.48552654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.56458182, + "White_Blood_Cell_Count": 9.633267557, + "Platelet_Count": 273.4460995, + "Albumin_Level": 4.399383978, + "Alkaline_Phosphatase_Level": 51.45157888, + "Alanine_Aminotransferase_Level": 28.05437657, + "Aspartate_Aminotransferase_Level": 27.81148122, + "Creatinine_Level": 0.829538658, + "LDH_Level": 127.8572957, + "Calcium_Level": 9.256694727, + "Phosphorus_Level": 4.654155797, + "Glucose_Level": 144.5812518, + "Potassium_Level": 4.070003731, + "Sodium_Level": 136.2719023, + "Smoking_Pack_Years": 56.8563241 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.73947176, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.51383482, + "White_Blood_Cell_Count": 6.307952236, + "Platelet_Count": 312.2400098, + "Albumin_Level": 4.246113036, + "Alkaline_Phosphatase_Level": 34.70327797, + "Alanine_Aminotransferase_Level": 6.388831576, + "Aspartate_Aminotransferase_Level": 40.58392306, + "Creatinine_Level": 1.248916835, + "LDH_Level": 212.7245647, + "Calcium_Level": 8.905660538, + "Phosphorus_Level": 2.83705493, + "Glucose_Level": 82.76672996, + "Potassium_Level": 4.800453293, + "Sodium_Level": 139.9317502, + "Smoking_Pack_Years": 48.17088646 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.29481137, + "Tumor_Location": 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145.2038249, + "Potassium_Level": 3.850718905, + "Sodium_Level": 138.7663128, + "Smoking_Pack_Years": 92.51595146 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.04629947, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.12411873, + "White_Blood_Cell_Count": 6.983201463, + "Platelet_Count": 257.2282013, + "Albumin_Level": 4.569222789, + "Alkaline_Phosphatase_Level": 40.72859049, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.64124376, + "White_Blood_Cell_Count": 9.662843175, + "Platelet_Count": 403.2140752, + "Albumin_Level": 3.141901476, + "Alkaline_Phosphatase_Level": 46.26753538, + "Alanine_Aminotransferase_Level": 21.83251188, + "Aspartate_Aminotransferase_Level": 34.67121509, + "Creatinine_Level": 1.029142332, + "LDH_Level": 206.8693327, + "Calcium_Level": 8.353445006, + "Phosphorus_Level": 3.971880211, + "Glucose_Level": 122.7306976, + "Potassium_Level": 4.619055285, + "Sodium_Level": 141.8509938, + "Smoking_Pack_Years": 4.531546375 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.35712044, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.25069149, + "White_Blood_Cell_Count": 5.961947627, + "Platelet_Count": 363.0674591, + "Albumin_Level": 4.934711518, + "Alkaline_Phosphatase_Level": 61.68483706, + "Alanine_Aminotransferase_Level": 20.23434273, + "Aspartate_Aminotransferase_Level": 37.5289576, + "Creatinine_Level": 1.4917065, + "LDH_Level": 109.265812, + "Calcium_Level": 9.051503821, + "Phosphorus_Level": 4.352246938, + "Glucose_Level": 81.48088601, + "Potassium_Level": 3.906057638, + "Sodium_Level": 136.8770304, + "Smoking_Pack_Years": 93.50998538 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.8806185, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.82544162, + "White_Blood_Cell_Count": 4.58672327, + "Platelet_Count": 293.5836264, + "Albumin_Level": 4.471229227, + "Alkaline_Phosphatase_Level": 99.55318872, + "Alanine_Aminotransferase_Level": 27.30131299, + "Aspartate_Aminotransferase_Level": 45.39338245, + "Creatinine_Level": 1.016123541, + "LDH_Level": 121.03199, + "Calcium_Level": 9.015814409, + "Phosphorus_Level": 4.79092865, + "Glucose_Level": 79.18779946, + "Potassium_Level": 3.826257501, + "Sodium_Level": 143.3043602, + "Smoking_Pack_Years": 46.75471034 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.52282954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.79524394, + "White_Blood_Cell_Count": 4.390581794, + "Platelet_Count": 151.0148902, + "Albumin_Level": 3.453798902, + "Alkaline_Phosphatase_Level": 80.44119896, + "Alanine_Aminotransferase_Level": 33.64327765, + "Aspartate_Aminotransferase_Level": 40.08126705, + "Creatinine_Level": 1.288875661, + "LDH_Level": 195.1561787, + "Calcium_Level": 10.01893715, + "Phosphorus_Level": 4.167563043, + "Glucose_Level": 123.7646309, + "Potassium_Level": 3.515076352, + "Sodium_Level": 140.4113691, + "Smoking_Pack_Years": 45.83668859 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.39790058, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.28382046, + "White_Blood_Cell_Count": 8.33291077, + "Platelet_Count": 412.1187837, + "Albumin_Level": 4.792438365, + "Alkaline_Phosphatase_Level": 84.80887312, + "Alanine_Aminotransferase_Level": 20.45860747, + "Aspartate_Aminotransferase_Level": 23.10797136, + "Creatinine_Level": 1.38136066, + "LDH_Level": 236.519427, + "Calcium_Level": 10.16694751, + "Phosphorus_Level": 2.762906257, + "Glucose_Level": 81.11093974, + "Potassium_Level": 4.424299939, + "Sodium_Level": 138.2029539, + "Smoking_Pack_Years": 45.54622205 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.64070196, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 23.67526821, + "Aspartate_Aminotransferase_Level": 16.21889528, + "Creatinine_Level": 0.598635282, + "LDH_Level": 119.3795718, + "Calcium_Level": 9.786539474, + "Phosphorus_Level": 3.748550925, + "Glucose_Level": 72.36761172, + "Potassium_Level": 4.344883022, + "Sodium_Level": 141.8743112, + "Smoking_Pack_Years": 71.99633612 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.36409647, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.2520788, + "White_Blood_Cell_Count": 7.956730127, + "Platelet_Count": 291.2990149, + "Albumin_Level": 3.832535387, + "Alkaline_Phosphatase_Level": 48.79059817, + "Alanine_Aminotransferase_Level": 18.89972957, + "Aspartate_Aminotransferase_Level": 11.34742036, + "Creatinine_Level": 0.679689308, + "LDH_Level": 145.9469907, + "Calcium_Level": 8.318559482, + "Phosphorus_Level": 4.500838021, + "Glucose_Level": 100.0555631, + "Potassium_Level": 3.972737128, + "Sodium_Level": 137.391011, + "Smoking_Pack_Years": 4.212260213 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.05667752, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.9718274, + "White_Blood_Cell_Count": 5.708415697, + "Platelet_Count": 431.9302295, + "Albumin_Level": 3.55566439, + "Alkaline_Phosphatase_Level": 56.56714484, + "Alanine_Aminotransferase_Level": 22.83327142, + "Aspartate_Aminotransferase_Level": 34.17810405, + "Creatinine_Level": 0.555293316, + "LDH_Level": 209.5198538, + "Calcium_Level": 8.634451176, + "Phosphorus_Level": 3.950346713, + "Glucose_Level": 94.11310701, + "Potassium_Level": 4.833243138, + "Sodium_Level": 142.43186, + "Smoking_Pack_Years": 33.822774 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.53013713, + "Tumor_Location": "Lower 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.29934989, + "White_Blood_Cell_Count": 4.043475405, + "Platelet_Count": 293.1132275, + "Albumin_Level": 3.230703095, + "Alkaline_Phosphatase_Level": 37.96657885, + "Alanine_Aminotransferase_Level": 17.1483872, + "Aspartate_Aminotransferase_Level": 29.11183971, + "Creatinine_Level": 1.451311159, + "LDH_Level": 121.6278688, + "Calcium_Level": 9.13616073, + "Phosphorus_Level": 2.997782836, + "Glucose_Level": 81.07887589, + "Potassium_Level": 4.897268319, + "Sodium_Level": 144.4549725, + "Smoking_Pack_Years": 72.41373698 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.56769044, + "Glucose_Level": 134.7548108, + "Potassium_Level": 4.635736936, + "Sodium_Level": 138.8283194, + "Smoking_Pack_Years": 17.95405293 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.80929453, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.65050434, + "White_Blood_Cell_Count": 4.829143865, + "Platelet_Count": 168.4689523, + "Albumin_Level": 3.053661354, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.23320964, + "White_Blood_Cell_Count": 8.222641266, + "Platelet_Count": 367.1670901, + "Albumin_Level": 3.867551384, + "Alkaline_Phosphatase_Level": 101.5532315, + "Alanine_Aminotransferase_Level": 21.89133809, + "Aspartate_Aminotransferase_Level": 25.24925255, + "Creatinine_Level": 1.171912935, + "LDH_Level": 127.9527116, + "Calcium_Level": 9.339875423, + "Phosphorus_Level": 4.395590504, + "Glucose_Level": 72.71240973, + "Potassium_Level": 4.285808565, + "Sodium_Level": 143.451413, + "Smoking_Pack_Years": 24.8602382 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.05173401, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.82753638, + "White_Blood_Cell_Count": 4.08230355, + "Platelet_Count": 193.4564471, + "Albumin_Level": 4.32686509, + "Alkaline_Phosphatase_Level": 40.37278068, + "Alanine_Aminotransferase_Level": 28.05242863, + "Aspartate_Aminotransferase_Level": 35.67002138, + "Creatinine_Level": 1.172272927, + "LDH_Level": 134.390714, + "Calcium_Level": 8.229752828, + "Phosphorus_Level": 3.112379595, + "Glucose_Level": 143.0111532, + "Potassium_Level": 4.981939178, + "Sodium_Level": 142.5988766, + "Smoking_Pack_Years": 43.02898425 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.58369474, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.16618387, + "White_Blood_Cell_Count": 9.588974959, + "Platelet_Count": 226.0279094, + 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.52862449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.13883024, + "White_Blood_Cell_Count": 7.300289938, + "Platelet_Count": 351.1193634, + "Albumin_Level": 4.281502449, + "Alkaline_Phosphatase_Level": 114.08835, + "Alanine_Aminotransferase_Level": 14.52105341, + "Aspartate_Aminotransferase_Level": 15.42514477, + "Creatinine_Level": 1.458909148, + "LDH_Level": 116.444492, + "Calcium_Level": 8.723142597, + "Phosphorus_Level": 4.067014714, + "Glucose_Level": 90.09629555, + "Potassium_Level": 4.940968791, + "Sodium_Level": 141.9813766, + "Smoking_Pack_Years": 69.56644916 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.36333536, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.31683856, + "White_Blood_Cell_Count": 9.217721271, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.29058585, + "White_Blood_Cell_Count": 7.495349354, + "Platelet_Count": 211.9544097, + "Albumin_Level": 3.933274159, + "Alkaline_Phosphatase_Level": 104.9118955, + "Alanine_Aminotransferase_Level": 37.05525996, + "Aspartate_Aminotransferase_Level": 39.39045517, + "Creatinine_Level": 0.655349528, + "LDH_Level": 178.4333591, + "Calcium_Level": 10.4857009, + "Phosphorus_Level": 3.519633808, + "Glucose_Level": 131.8578017, + "Potassium_Level": 4.973947245, + "Sodium_Level": 137.8206607, + "Smoking_Pack_Years": 65.73738659 + }, + { + "Age": 53, + "Gender": "Male", 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.55154516, + "White_Blood_Cell_Count": 9.779402313, + "Platelet_Count": 257.2131446, + "Albumin_Level": 4.472894318, + "Alkaline_Phosphatase_Level": 34.91143182, + "Alanine_Aminotransferase_Level": 8.551580321, + "Aspartate_Aminotransferase_Level": 31.31778222, + "Creatinine_Level": 1.273756909, + "LDH_Level": 217.5101333, + "Calcium_Level": 9.86234048, + "Phosphorus_Level": 4.629647836, + "Glucose_Level": 107.7307634, + "Potassium_Level": 4.739595497, + "Sodium_Level": 140.7355415, + "Smoking_Pack_Years": 46.98660587 + }, + { + "Age": 76, + "Gender": "Female", 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123.7777689, + "Calcium_Level": 10.14672399, + "Phosphorus_Level": 3.911033101, + "Glucose_Level": 79.33350302, + "Potassium_Level": 3.756385043, + "Sodium_Level": 143.6097046, + "Smoking_Pack_Years": 61.57338015 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.86170678, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.14731811, + "White_Blood_Cell_Count": 9.462337863, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.47594559, + "White_Blood_Cell_Count": 9.093205038, + "Platelet_Count": 384.5389183, + "Albumin_Level": 3.740871688, + "Alkaline_Phosphatase_Level": 37.83861323, + "Alanine_Aminotransferase_Level": 38.94459383, + "Aspartate_Aminotransferase_Level": 34.95068983, + "Creatinine_Level": 0.987120374, + "LDH_Level": 166.592546, + "Calcium_Level": 8.39939146, + "Phosphorus_Level": 3.204637318, + "Glucose_Level": 98.17949211, + "Potassium_Level": 4.24462382, + "Sodium_Level": 138.8674728, + "Smoking_Pack_Years": 60.61194628 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.11984053, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.34669542, + "White_Blood_Cell_Count": 9.536535129, + "Platelet_Count": 359.1699815, + "Albumin_Level": 3.313483312, + "Alkaline_Phosphatase_Level": 74.60139989, + "Alanine_Aminotransferase_Level": 14.24130483, + "Aspartate_Aminotransferase_Level": 46.99003131, + "Creatinine_Level": 0.903571339, + "LDH_Level": 142.1897267, + "Calcium_Level": 8.081571146, + "Phosphorus_Level": 4.938804249, + "Glucose_Level": 115.8665718, + "Potassium_Level": 4.24452039, + "Sodium_Level": 142.0930003, + "Smoking_Pack_Years": 21.63661841 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.66076715, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.37028178, + "White_Blood_Cell_Count": 8.911201331, + "Platelet_Count": 248.2898839, + "Albumin_Level": 4.940837042, + "Alkaline_Phosphatase_Level": 82.83172995, + "Alanine_Aminotransferase_Level": 29.19290136, + "Aspartate_Aminotransferase_Level": 23.34540911, + "Creatinine_Level": 1.151528476, + "LDH_Level": 181.285281, + "Calcium_Level": 8.92449097, + "Phosphorus_Level": 3.716300354, + "Glucose_Level": 107.1057834, + "Potassium_Level": 4.796497975, + "Sodium_Level": 138.6483152, + "Smoking_Pack_Years": 59.90485301 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.87603611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.58397377, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.59927471, + "White_Blood_Cell_Count": 4.457899167, + "Platelet_Count": 368.6716974, + "Albumin_Level": 3.298854155, + "Alkaline_Phosphatase_Level": 52.39125232, + "Alanine_Aminotransferase_Level": 37.48044075, + "Aspartate_Aminotransferase_Level": 11.99586707, + "Creatinine_Level": 0.991030444, + "LDH_Level": 138.041774, + "Calcium_Level": 8.768987118, + "Phosphorus_Level": 3.331153985, + "Glucose_Level": 73.0395946, + "Potassium_Level": 4.321296369, + "Sodium_Level": 140.5810714, + "Smoking_Pack_Years": 35.14610317 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.88378429, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.70977257, + "White_Blood_Cell_Count": 9.507415258, + "Platelet_Count": 200.7097548, + "Albumin_Level": 3.55571835, + "Alkaline_Phosphatase_Level": 30.21582478, + "Alanine_Aminotransferase_Level": 29.82991617, + "Aspartate_Aminotransferase_Level": 25.39614295, + "Creatinine_Level": 1.190496404, + "LDH_Level": 121.1083901, + "Calcium_Level": 9.951000179, + "Phosphorus_Level": 3.377853628, + "Glucose_Level": 100.9634377, + "Potassium_Level": 4.281612714, + "Sodium_Level": 140.3458513, + 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"Aspartate_Aminotransferase_Level": 15.78712775, + "Creatinine_Level": 0.610869446, + "LDH_Level": 233.4204249, + "Calcium_Level": 8.717225465, + "Phosphorus_Level": 4.711246514, + "Glucose_Level": 134.7096674, + "Potassium_Level": 4.102944312, + "Sodium_Level": 140.2649777, + "Smoking_Pack_Years": 77.35458712 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.53631708, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.77511799, + "White_Blood_Cell_Count": 7.479701599, + "Platelet_Count": 430.262782, + "Albumin_Level": 3.20669705, + "Alkaline_Phosphatase_Level": 61.55991373, + "Alanine_Aminotransferase_Level": 11.75451336, + "Aspartate_Aminotransferase_Level": 49.00114791, + "Creatinine_Level": 0.999942984, + "LDH_Level": 206.4928865, + "Calcium_Level": 10.21281138, + "Phosphorus_Level": 2.939364655, + "Glucose_Level": 103.2339268, + "Potassium_Level": 4.936929172, + "Sodium_Level": 135.5855116, + "Smoking_Pack_Years": 19.86523925 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.24378246, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.56322786, + "White_Blood_Cell_Count": 4.795977234, + "Platelet_Count": 260.4089756, + "Albumin_Level": 4.98065545, + "Alkaline_Phosphatase_Level": 91.73776939, + "Alanine_Aminotransferase_Level": 14.17963083, + "Aspartate_Aminotransferase_Level": 48.03733069, + "Creatinine_Level": 1.177178192, + "LDH_Level": 237.5203416, + "Calcium_Level": 9.307514028, + "Phosphorus_Level": 2.974630391, + "Glucose_Level": 110.8649566, + "Potassium_Level": 4.779272763, + "Sodium_Level": 138.0393306, + "Smoking_Pack_Years": 46.8756052 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.50857096, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.38807797, + "White_Blood_Cell_Count": 7.567230094, + "Platelet_Count": 358.1240375, + "Albumin_Level": 4.246953313, + "Alkaline_Phosphatase_Level": 85.82751158, + "Alanine_Aminotransferase_Level": 17.01224476, + "Aspartate_Aminotransferase_Level": 39.2860968, + "Creatinine_Level": 0.93794964, + "LDH_Level": 245.90596, + "Calcium_Level": 9.651384528, + "Phosphorus_Level": 2.703853747, + "Glucose_Level": 114.0405678, + "Potassium_Level": 4.850703574, + "Sodium_Level": 135.2691695, + "Smoking_Pack_Years": 65.5758859 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.54589042, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 91, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.15428157, + "White_Blood_Cell_Count": 7.361864066, + "Platelet_Count": 310.1949754, + "Albumin_Level": 3.382380161, + "Alkaline_Phosphatase_Level": 50.48736955, + "Alanine_Aminotransferase_Level": 15.18097772, + "Aspartate_Aminotransferase_Level": 17.79889533, + "Creatinine_Level": 1.496826555, + "LDH_Level": 143.184793, + "Calcium_Level": 9.865376695, + "Phosphorus_Level": 4.796571942, + "Glucose_Level": 100.4159104, + "Potassium_Level": 4.988838875, + "Sodium_Level": 141.5340704, + "Smoking_Pack_Years": 19.9441703 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.26945946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.99516428, + "White_Blood_Cell_Count": 5.192279348, + "Platelet_Count": 184.0418581, + "Albumin_Level": 4.296965782, + "Alkaline_Phosphatase_Level": 37.65701201, + "Alanine_Aminotransferase_Level": 10.00626863, + "Aspartate_Aminotransferase_Level": 41.3920399, + "Creatinine_Level": 0.589240115, + "LDH_Level": 136.942353, + "Calcium_Level": 10.43223189, + "Phosphorus_Level": 4.407611089, + "Glucose_Level": 101.345695, + "Potassium_Level": 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31.39188443, + "Aspartate_Aminotransferase_Level": 39.28597867, + "Creatinine_Level": 1.003254883, + "LDH_Level": 152.3071076, + "Calcium_Level": 9.31918903, + "Phosphorus_Level": 4.290352331, + "Glucose_Level": 75.45922316, + "Potassium_Level": 4.903873933, + "Sodium_Level": 138.4697207, + "Smoking_Pack_Years": 48.80739049 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.29052558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.00697761, + "White_Blood_Cell_Count": 6.247136597, + "Platelet_Count": 152.9164201, + "Albumin_Level": 4.446575528, + "Alkaline_Phosphatase_Level": 41.35730195, + "Alanine_Aminotransferase_Level": 34.35778783, + "Aspartate_Aminotransferase_Level": 40.51388139, + "Creatinine_Level": 1.384570901, + "LDH_Level": 166.9478105, + "Calcium_Level": 8.509825455, + "Phosphorus_Level": 3.475888287, + "Glucose_Level": 93.50843791, + "Potassium_Level": 4.745187635, + "Sodium_Level": 135.5204294, + "Smoking_Pack_Years": 80.05253957 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.19302352, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.41680788, + "White_Blood_Cell_Count": 9.863286346, + "Platelet_Count": 410.8500946, + "Albumin_Level": 4.437435599, + "Alkaline_Phosphatase_Level": 50.06115179, + "Alanine_Aminotransferase_Level": 15.58771096, + "Aspartate_Aminotransferase_Level": 42.1177836, + "Creatinine_Level": 0.855801445, + "LDH_Level": 166.3068399, + "Calcium_Level": 8.927105415, + "Phosphorus_Level": 4.175623352, + "Glucose_Level": 72.17182861, + "Potassium_Level": 4.705636684, + "Sodium_Level": 142.3796974, + "Smoking_Pack_Years": 34.99192031 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.90682819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.29221686, + "White_Blood_Cell_Count": 7.442416284, + "Platelet_Count": 228.1086063, + "Albumin_Level": 4.669143626, + "Alkaline_Phosphatase_Level": 116.6781646, + "Alanine_Aminotransferase_Level": 20.06256977, + "Aspartate_Aminotransferase_Level": 35.15696349, + "Creatinine_Level": 0.804197421, + "LDH_Level": 202.1366539, + "Calcium_Level": 8.67839779, + "Phosphorus_Level": 4.945436047, + "Glucose_Level": 91.97176308, + "Potassium_Level": 4.628232592, + "Sodium_Level": 143.7198489, + "Smoking_Pack_Years": 27.06798344 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.71623876, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.69919311, + "White_Blood_Cell_Count": 5.529385109, + "Platelet_Count": 171.8581982, + "Albumin_Level": 3.343788306, + "Alkaline_Phosphatase_Level": 55.27585273, + "Alanine_Aminotransferase_Level": 36.51765944, + "Aspartate_Aminotransferase_Level": 39.04407051, + "Creatinine_Level": 1.484494738, + "LDH_Level": 222.0368057, + "Calcium_Level": 9.400493674, + "Phosphorus_Level": 4.150184883, + "Glucose_Level": 131.447196, + "Potassium_Level": 4.706532741, + "Sodium_Level": 143.339998, + "Smoking_Pack_Years": 49.12703722 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.03682111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.6264369, + "White_Blood_Cell_Count": 6.617711058, + "Platelet_Count": 157.5268029, + "Albumin_Level": 4.474716144, + "Alkaline_Phosphatase_Level": 60.2864748, + "Alanine_Aminotransferase_Level": 34.67019751, + "Aspartate_Aminotransferase_Level": 14.19135412, + "Creatinine_Level": 0.860016451, + "LDH_Level": 111.9170343, + "Calcium_Level": 9.220184049, + "Phosphorus_Level": 4.800542363, + "Glucose_Level": 135.0029178, + "Potassium_Level": 4.177642107, + "Sodium_Level": 144.7424347, + "Smoking_Pack_Years": 4.396377266 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.95437553, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, 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+ "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.04281892, + "White_Blood_Cell_Count": 9.447748226, + "Platelet_Count": 302.1664151, + "Albumin_Level": 4.934523453, + "Alkaline_Phosphatase_Level": 82.27484035, + "Alanine_Aminotransferase_Level": 6.117700247, + "Aspartate_Aminotransferase_Level": 48.04027143, + "Creatinine_Level": 0.63939402, + "LDH_Level": 161.4114708, + "Calcium_Level": 9.217195589, + "Phosphorus_Level": 2.887424768, + "Glucose_Level": 121.8905245, + "Potassium_Level": 4.300514651, + "Sodium_Level": 137.4567283, + "Smoking_Pack_Years": 2.543434144 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.8009345, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.23921081, + "White_Blood_Cell_Count": 8.026168671, + "Platelet_Count": 360.6970101, + "Albumin_Level": 4.751539647, + "Alkaline_Phosphatase_Level": 93.01723737, + "Alanine_Aminotransferase_Level": 24.18089505, + "Aspartate_Aminotransferase_Level": 12.95878595, + "Creatinine_Level": 1.042935221, + "LDH_Level": 104.4866919, + "Calcium_Level": 9.780454086, + "Phosphorus_Level": 4.521422315, + "Glucose_Level": 89.87611206, + "Potassium_Level": 4.857877706, + "Sodium_Level": 142.4370995, + "Smoking_Pack_Years": 9.644294463 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.50805371, + "Tumor_Location": 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109.4382333, + "Potassium_Level": 3.993910498, + "Sodium_Level": 135.6174846, + "Smoking_Pack_Years": 37.81298488 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.11961002, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.94307081, + "White_Blood_Cell_Count": 3.642916856, + "Platelet_Count": 234.8405683, + "Albumin_Level": 3.92871407, + "Alkaline_Phosphatase_Level": 43.66341858, + "Alanine_Aminotransferase_Level": 37.18069842, + "Aspartate_Aminotransferase_Level": 46.48838407, + "Creatinine_Level": 1.006339238, + "LDH_Level": 175.3376947, + "Calcium_Level": 10.49600203, + "Phosphorus_Level": 2.964633085, + "Glucose_Level": 104.0126374, + "Potassium_Level": 4.448492739, + "Sodium_Level": 139.8599363, + "Smoking_Pack_Years": 19.11552049 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.49634411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.57964851, + "White_Blood_Cell_Count": 4.338899815, + "Platelet_Count": 429.0920969, + "Albumin_Level": 4.614880748, + "Alkaline_Phosphatase_Level": 30.9690035, + "Alanine_Aminotransferase_Level": 24.02968556, + "Aspartate_Aminotransferase_Level": 35.89824566, + "Creatinine_Level": 1.114611035, + "LDH_Level": 138.5904629, + "Calcium_Level": 9.386408357, + "Phosphorus_Level": 3.221002445, + "Glucose_Level": 102.7717385, + "Potassium_Level": 4.159430708, + "Sodium_Level": 143.9067164, + "Smoking_Pack_Years": 96.12661709 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.91523064, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.25464071, + "White_Blood_Cell_Count": 4.872181315, + "Platelet_Count": 387.4408604, + "Albumin_Level": 4.863932989, + "Alkaline_Phosphatase_Level": 104.1874369, + "Alanine_Aminotransferase_Level": 21.45047642, + "Aspartate_Aminotransferase_Level": 25.18388869, + "Creatinine_Level": 1.110975809, + "LDH_Level": 180.616768, + "Calcium_Level": 9.984320998, + "Phosphorus_Level": 3.734708657, + "Glucose_Level": 107.7860207, + "Potassium_Level": 4.469457111, + "Sodium_Level": 137.0397245, + "Smoking_Pack_Years": 22.83759743 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 33.94976235, + "Alanine_Aminotransferase_Level": 33.48935234, + "Aspartate_Aminotransferase_Level": 39.11527991, + "Creatinine_Level": 0.872192537, + "LDH_Level": 109.0744031, + "Calcium_Level": 8.3377004, + "Phosphorus_Level": 4.025342735, + "Glucose_Level": 106.5896923, + "Potassium_Level": 3.840721072, + "Sodium_Level": 137.4313501, + "Smoking_Pack_Years": 36.07249688 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.61649607, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.80704826, + "White_Blood_Cell_Count": 6.385635806, + "Platelet_Count": 269.2324522, + "Albumin_Level": 3.585788338, + "Alkaline_Phosphatase_Level": 33.35728588, + "Alanine_Aminotransferase_Level": 34.32527064, + "Aspartate_Aminotransferase_Level": 49.14235196, + "Creatinine_Level": 1.226416814, + "LDH_Level": 103.2576549, + "Calcium_Level": 10.46669394, + "Phosphorus_Level": 4.817663859, + "Glucose_Level": 127.7390384, + "Potassium_Level": 4.174606107, + "Sodium_Level": 137.815054, + "Smoking_Pack_Years": 94.25823622 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.40773368, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.86652548, + "White_Blood_Cell_Count": 5.404500649, + "Platelet_Count": 190.3075959, + "Albumin_Level": 4.73664458, + "Alkaline_Phosphatase_Level": 42.70901814, + "Alanine_Aminotransferase_Level": 22.29282108, + "Aspartate_Aminotransferase_Level": 29.24385015, + "Creatinine_Level": 0.550131297, + "LDH_Level": 207.7664418, + "Calcium_Level": 9.433314074, + "Phosphorus_Level": 4.756812219, + "Glucose_Level": 111.4441435, + "Potassium_Level": 3.853622167, + "Sodium_Level": 140.8506322, + "Smoking_Pack_Years": 99.83830411 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.43464618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.60734122, + "White_Blood_Cell_Count": 7.674939647, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.53709466, + "White_Blood_Cell_Count": 8.447325997, + "Platelet_Count": 428.862234, + "Albumin_Level": 4.353845401, + "Alkaline_Phosphatase_Level": 34.9786229, + "Alanine_Aminotransferase_Level": 23.46602167, + "Aspartate_Aminotransferase_Level": 16.73443217, + "Creatinine_Level": 0.69116628, + "LDH_Level": 200.3943026, + "Calcium_Level": 8.412747699, + "Phosphorus_Level": 4.602667776, + "Glucose_Level": 77.83780761, + "Potassium_Level": 4.587632295, + "Sodium_Level": 138.6113996, + "Smoking_Pack_Years": 50.92818564 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.4224322, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.77634123, + "White_Blood_Cell_Count": 6.240052383, + "Platelet_Count": 399.4475122, + "Albumin_Level": 4.539657521, + "Alkaline_Phosphatase_Level": 70.4876262, + "Alanine_Aminotransferase_Level": 6.882789139, + "Aspartate_Aminotransferase_Level": 36.07902105, + "Creatinine_Level": 1.484395255, + "LDH_Level": 163.0200254, + "Calcium_Level": 9.97746038, + "Phosphorus_Level": 3.863385235, + "Glucose_Level": 145.6511629, + "Potassium_Level": 4.739772504, + "Sodium_Level": 136.558424, + "Smoking_Pack_Years": 99.46397966 + }, + { + "Age": 30, + "Gender": "Male", 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.29127242, + "White_Blood_Cell_Count": 3.733506249, + "Platelet_Count": 231.5689312, + "Albumin_Level": 4.515365988, + "Alkaline_Phosphatase_Level": 45.02183804, + "Alanine_Aminotransferase_Level": 37.8040349, + "Aspartate_Aminotransferase_Level": 44.53126497, + "Creatinine_Level": 1.013320864, + "LDH_Level": 156.6931, + "Calcium_Level": 8.973994655, + "Phosphorus_Level": 3.79973581, + "Glucose_Level": 124.6439163, + "Potassium_Level": 3.652810983, + "Sodium_Level": 138.5163281, + "Smoking_Pack_Years": 0.052078611 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.83946262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.52084121, + "White_Blood_Cell_Count": 9.48478814, + "Platelet_Count": 176.2010725, + "Albumin_Level": 3.305930686, + "Alkaline_Phosphatase_Level": 47.94439188, + "Alanine_Aminotransferase_Level": 39.79812633, + "Aspartate_Aminotransferase_Level": 21.52648477, + "Creatinine_Level": 0.587081628, + "LDH_Level": 237.5835964, + "Calcium_Level": 10.18547724, + "Phosphorus_Level": 3.780939743, + "Glucose_Level": 135.9158674, + "Potassium_Level": 4.739968153, + "Sodium_Level": 138.8667975, + "Smoking_Pack_Years": 52.51894708 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.98427208, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.10124019, + "White_Blood_Cell_Count": 7.473736729, + "Platelet_Count": 338.4691684, + "Albumin_Level": 3.69435327, + "Alkaline_Phosphatase_Level": 69.17930659, + "Alanine_Aminotransferase_Level": 35.50641899, + "Aspartate_Aminotransferase_Level": 18.54640299, + "Creatinine_Level": 0.922346958, + "LDH_Level": 140.6438457, + "Calcium_Level": 8.771014742, + "Phosphorus_Level": 4.694183246, + "Glucose_Level": 136.1860867, + "Potassium_Level": 4.064458007, + "Sodium_Level": 136.5203332, + "Smoking_Pack_Years": 99.99818283 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.29692014, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.80284404, + "White_Blood_Cell_Count": 3.692124831, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.04495635, + "White_Blood_Cell_Count": 7.030853649, + "Platelet_Count": 282.5970962, + "Albumin_Level": 4.276044025, + "Alkaline_Phosphatase_Level": 103.3424698, + "Alanine_Aminotransferase_Level": 32.89472319, + "Aspartate_Aminotransferase_Level": 11.06303487, + "Creatinine_Level": 1.442438962, + "LDH_Level": 100.0462815, + "Calcium_Level": 8.05872282, + "Phosphorus_Level": 2.876932215, + "Glucose_Level": 129.1639767, + "Potassium_Level": 4.955170326, + "Sodium_Level": 144.6662632, + "Smoking_Pack_Years": 66.80627609 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.09540759, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.16030034, + "White_Blood_Cell_Count": 4.961510331, + "Platelet_Count": 288.1885513, + "Albumin_Level": 3.034168436, + "Alkaline_Phosphatase_Level": 52.95674119, + "Alanine_Aminotransferase_Level": 20.97063263, + "Aspartate_Aminotransferase_Level": 45.99516982, + "Creatinine_Level": 1.491838621, + "LDH_Level": 113.9170854, + "Calcium_Level": 8.129151608, + "Phosphorus_Level": 3.498573754, + "Glucose_Level": 94.8234591, + "Potassium_Level": 3.733375226, + "Sodium_Level": 142.4726469, + "Smoking_Pack_Years": 82.71646616 + }, + { + "Age": 43, + "Gender": 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202.0441248, + "Calcium_Level": 10.3587597, + "Phosphorus_Level": 4.145313701, + "Glucose_Level": 117.0090299, + "Potassium_Level": 4.715029508, + "Sodium_Level": 140.9080264, + "Smoking_Pack_Years": 89.53524204 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.89656214, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.56714191, + "White_Blood_Cell_Count": 6.938975763, + "Platelet_Count": 424.998614, + "Albumin_Level": 4.80938617, + "Alkaline_Phosphatase_Level": 101.7859457, + "Alanine_Aminotransferase_Level": 36.04102, + "Aspartate_Aminotransferase_Level": 11.02977542, + "Creatinine_Level": 1.033582838, + "LDH_Level": 113.2502238, + "Calcium_Level": 9.489725801, + "Phosphorus_Level": 2.873100661, + "Glucose_Level": 71.11357428, + "Potassium_Level": 4.085873667, + "Sodium_Level": 141.4430396, + "Smoking_Pack_Years": 32.35756033 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.54339102, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.08156205, + "White_Blood_Cell_Count": 7.772306569, + "Platelet_Count": 295.2705972, + "Albumin_Level": 4.576121229, + "Alkaline_Phosphatase_Level": 68.1341595, + "Alanine_Aminotransferase_Level": 9.806508809, + "Aspartate_Aminotransferase_Level": 34.88687894, + "Creatinine_Level": 1.216763264, + "LDH_Level": 154.2247248, + "Calcium_Level": 9.631231017, + "Phosphorus_Level": 2.615085286, + "Glucose_Level": 72.66369118, + "Potassium_Level": 3.918570586, + "Sodium_Level": 135.0344623, + "Smoking_Pack_Years": 0.60397385 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.35102611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.58535216, + "White_Blood_Cell_Count": 9.49448845, + "Platelet_Count": 296.7490623, + "Albumin_Level": 3.640250401, + "Alkaline_Phosphatase_Level": 43.86743801, + "Alanine_Aminotransferase_Level": 25.13632013, + "Aspartate_Aminotransferase_Level": 16.29884117, + "Creatinine_Level": 1.176558791, + "LDH_Level": 244.3905634, + "Calcium_Level": 10.13968006, + "Phosphorus_Level": 4.722475439, + "Glucose_Level": 86.45832342, + "Potassium_Level": 4.270819289, + "Sodium_Level": 140.982886, + "Smoking_Pack_Years": 27.33417274 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.79601083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.01092873, + "White_Blood_Cell_Count": 6.827635158, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.96560023, + "White_Blood_Cell_Count": 6.646658626, + "Platelet_Count": 433.8588368, + "Albumin_Level": 4.264317083, + "Alkaline_Phosphatase_Level": 68.28671292, + "Alanine_Aminotransferase_Level": 18.71232034, + "Aspartate_Aminotransferase_Level": 41.70628386, + "Creatinine_Level": 0.606948169, + "LDH_Level": 243.5418761, + "Calcium_Level": 9.321959278, + "Phosphorus_Level": 3.527904827, + "Glucose_Level": 125.9625698, + "Potassium_Level": 4.31197812, + "Sodium_Level": 143.3109223, + "Smoking_Pack_Years": 36.27991168 + }, + { + "Age": 69, + "Gender": "Female", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.86863494, + "White_Blood_Cell_Count": 7.568785728, + "Platelet_Count": 219.4110274, + "Albumin_Level": 4.039031486, + "Alkaline_Phosphatase_Level": 56.3931298, + "Alanine_Aminotransferase_Level": 7.703411951, + "Aspartate_Aminotransferase_Level": 37.11391183, + "Creatinine_Level": 0.848321812, + "LDH_Level": 246.5344496, + "Calcium_Level": 8.98750093, + "Phosphorus_Level": 3.375151291, + "Glucose_Level": 74.97711977, + "Potassium_Level": 4.036350297, + "Sodium_Level": 139.5054481, + "Smoking_Pack_Years": 60.759762 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.27384461, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.94605128, + "White_Blood_Cell_Count": 3.850457371, + "Platelet_Count": 186.670048, + "Albumin_Level": 4.806845186, + "Alkaline_Phosphatase_Level": 40.04216706, + "Alanine_Aminotransferase_Level": 8.948374875, + "Aspartate_Aminotransferase_Level": 38.43094191, + "Creatinine_Level": 0.738460588, + "LDH_Level": 116.5272509, + "Calcium_Level": 10.30869072, + "Phosphorus_Level": 4.051764639, + "Glucose_Level": 111.7060372, + "Potassium_Level": 4.271192002, + "Sodium_Level": 138.2337072, + "Smoking_Pack_Years": 23.63452405 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.71266432, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.6192626, + "White_Blood_Cell_Count": 7.235377248, + "Platelet_Count": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.09001923, + "White_Blood_Cell_Count": 5.828011739, + "Platelet_Count": 396.4236683, + "Albumin_Level": 3.413330909, + "Alkaline_Phosphatase_Level": 88.19249046, + "Alanine_Aminotransferase_Level": 39.18009744, + "Aspartate_Aminotransferase_Level": 38.67058328, + "Creatinine_Level": 1.222460792, + "LDH_Level": 197.5847117, + "Calcium_Level": 9.681443771, + "Phosphorus_Level": 2.504535475, + "Glucose_Level": 74.09633474, + "Potassium_Level": 4.487166159, + "Sodium_Level": 135.8527133, + "Smoking_Pack_Years": 38.66902183 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.56137479, + "White_Blood_Cell_Count": 9.173180197, + "Platelet_Count": 250.8885303, + "Albumin_Level": 4.637175777, + "Alkaline_Phosphatase_Level": 93.23672069, + "Alanine_Aminotransferase_Level": 31.88633951, + "Aspartate_Aminotransferase_Level": 10.29547953, + "Creatinine_Level": 0.850465006, + "LDH_Level": 248.0402475, + "Calcium_Level": 8.1740689, + "Phosphorus_Level": 2.851880727, + "Glucose_Level": 122.7693051, + "Potassium_Level": 4.500588244, + "Sodium_Level": 143.2772114, + "Smoking_Pack_Years": 32.44353881 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": 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8.289903357, + "Phosphorus_Level": 3.540650015, + "Glucose_Level": 130.9774867, + "Potassium_Level": 3.899154998, + "Sodium_Level": 136.685593, + "Smoking_Pack_Years": 16.0636856 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.71597345, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.77832698, + "White_Blood_Cell_Count": 6.888910295, + "Platelet_Count": 231.2461982, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.09701313, + "White_Blood_Cell_Count": 5.442453074, + "Platelet_Count": 325.1315127, + "Albumin_Level": 4.229178637, + "Alkaline_Phosphatase_Level": 83.59245075, + "Alanine_Aminotransferase_Level": 8.230975929, + "Aspartate_Aminotransferase_Level": 29.81798885, + "Creatinine_Level": 1.265515553, + "LDH_Level": 109.7855146, + "Calcium_Level": 8.435763738, + "Phosphorus_Level": 3.526529114, + "Glucose_Level": 119.6571301, + "Potassium_Level": 3.699980545, + "Sodium_Level": 143.7904425, + "Smoking_Pack_Years": 1.468438623 + }, + { + "Age": 58, + "Gender": "Male", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.68981008, + "White_Blood_Cell_Count": 5.287416082, + "Platelet_Count": 381.0135052, + "Albumin_Level": 3.918268005, + "Alkaline_Phosphatase_Level": 102.0970136, + "Alanine_Aminotransferase_Level": 16.74631366, + "Aspartate_Aminotransferase_Level": 18.15098369, + "Creatinine_Level": 1.387603091, + "LDH_Level": 120.9215001, + "Calcium_Level": 9.931413171, + "Phosphorus_Level": 3.711953738, + "Glucose_Level": 115.3611192, + "Potassium_Level": 4.509899399, + "Sodium_Level": 139.250334, + "Smoking_Pack_Years": 97.66616516 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.24622276, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.14419249, + "White_Blood_Cell_Count": 4.797288255, + "Platelet_Count": 303.0702167, + "Albumin_Level": 4.077750022, + "Alkaline_Phosphatase_Level": 61.4816232, + "Alanine_Aminotransferase_Level": 7.359715348, + "Aspartate_Aminotransferase_Level": 35.69311465, + "Creatinine_Level": 1.359101798, + "LDH_Level": 153.3292643, + "Calcium_Level": 9.739504443, + "Phosphorus_Level": 4.134922519, + "Glucose_Level": 128.7959527, + "Potassium_Level": 4.709104482, + "Sodium_Level": 138.3017871, + "Smoking_Pack_Years": 38.47193127 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.00229399, + "White_Blood_Cell_Count": 7.3944195, + "Platelet_Count": 427.0499883, + "Albumin_Level": 4.916349424, + "Alkaline_Phosphatase_Level": 40.80749988, + "Alanine_Aminotransferase_Level": 36.91394431, + "Aspartate_Aminotransferase_Level": 16.55599582, + "Creatinine_Level": 0.523135278, + "LDH_Level": 156.4953858, + "Calcium_Level": 8.691590446, + "Phosphorus_Level": 2.971612574, + "Glucose_Level": 111.4217293, + "Potassium_Level": 3.932099894, + "Sodium_Level": 135.2302516, + "Smoking_Pack_Years": 6.250996633 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.13384689, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.74496826, + "White_Blood_Cell_Count": 4.171991681, + "Platelet_Count": 151.1587643, + "Albumin_Level": 4.948912715, + "Alkaline_Phosphatase_Level": 41.58074921, + "Alanine_Aminotransferase_Level": 38.66165723, + "Aspartate_Aminotransferase_Level": 22.04691736, + "Creatinine_Level": 1.362880196, + "LDH_Level": 141.5596728, + "Calcium_Level": 8.869660631, + "Phosphorus_Level": 4.789029189, + "Glucose_Level": 105.1840515, + "Potassium_Level": 4.251607623, + "Sodium_Level": 139.0696244, + "Smoking_Pack_Years": 59.48013865 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.6948397, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.49378848, + "White_Blood_Cell_Count": 4.352125218, + "Platelet_Count": 353.1212681, + "Albumin_Level": 4.659593833, + "Alkaline_Phosphatase_Level": 76.74232337, + "Alanine_Aminotransferase_Level": 16.54933023, + "Aspartate_Aminotransferase_Level": 16.67830214, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.57253105, + "White_Blood_Cell_Count": 8.158488663, + "Platelet_Count": 406.1689737, + "Albumin_Level": 3.047850921, + "Alkaline_Phosphatase_Level": 71.9307416, + "Alanine_Aminotransferase_Level": 16.19938494, + "Aspartate_Aminotransferase_Level": 39.69755062, + "Creatinine_Level": 0.530896607, + "LDH_Level": 110.1300893, + "Calcium_Level": 10.04460854, + "Phosphorus_Level": 2.735288588, + "Glucose_Level": 101.673963, + "Potassium_Level": 4.220136822, + "Sodium_Level": 143.8422715, + "Smoking_Pack_Years": 79.65863925 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.01090298, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "African American", 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"Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.3310948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.90632675, + "White_Blood_Cell_Count": 9.668491866, + "Platelet_Count": 210.0141347, + "Albumin_Level": 3.804141123, + "Alkaline_Phosphatase_Level": 113.2965934, + "Alanine_Aminotransferase_Level": 31.57629172, + "Aspartate_Aminotransferase_Level": 31.84065896, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.36411907, + "White_Blood_Cell_Count": 5.414121046, + "Platelet_Count": 397.3640168, + "Albumin_Level": 4.176111115, + "Alkaline_Phosphatase_Level": 88.23457791, + "Alanine_Aminotransferase_Level": 14.6935757, + "Aspartate_Aminotransferase_Level": 35.27637516, + "Creatinine_Level": 1.175155064, + "LDH_Level": 222.2216027, + "Calcium_Level": 8.377920555, + "Phosphorus_Level": 2.945111435, + "Glucose_Level": 105.6152375, + "Potassium_Level": 4.487893363, + "Sodium_Level": 140.2388072, + "Smoking_Pack_Years": 33.66893329 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.06119685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.70176868, + "White_Blood_Cell_Count": 7.983900135, + "Platelet_Count": 315.1130317, + "Albumin_Level": 3.120583094, + "Alkaline_Phosphatase_Level": 78.013521, + "Alanine_Aminotransferase_Level": 19.95191186, + "Aspartate_Aminotransferase_Level": 35.05467803, + "Creatinine_Level": 0.759572162, + "LDH_Level": 239.2001835, + "Calcium_Level": 9.30019, + "Phosphorus_Level": 2.679308926, + "Glucose_Level": 89.83712397, + "Potassium_Level": 4.6494817, + "Sodium_Level": 143.4842466, + "Smoking_Pack_Years": 86.11233454 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.85466457, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.17021266, + "White_Blood_Cell_Count": 6.720912158, + "Platelet_Count": 217.9781068, + "Albumin_Level": 3.148653645, + "Alkaline_Phosphatase_Level": 67.21737402, + "Alanine_Aminotransferase_Level": 24.61018555, + "Aspartate_Aminotransferase_Level": 46.49864641, + "Creatinine_Level": 1.263098546, + "LDH_Level": 213.3302688, + "Calcium_Level": 9.495381753, + "Phosphorus_Level": 4.526844973, + "Glucose_Level": 120.2076337, + "Potassium_Level": 3.905243888, + "Sodium_Level": 140.823868, + "Smoking_Pack_Years": 38.79053691 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.00362243, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.57115411, + "White_Blood_Cell_Count": 4.718805264, + "Platelet_Count": 408.8664918, + "Albumin_Level": 4.270508188, + "Alkaline_Phosphatase_Level": 56.75834506, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.18807636, + "White_Blood_Cell_Count": 6.743285225, + "Platelet_Count": 408.6664578, + "Albumin_Level": 4.680576963, + "Alkaline_Phosphatase_Level": 117.9645354, + "Alanine_Aminotransferase_Level": 20.45979512, + "Aspartate_Aminotransferase_Level": 20.69133083, + "Creatinine_Level": 0.836930856, + "LDH_Level": 122.8025059, + "Calcium_Level": 9.549568605, + "Phosphorus_Level": 3.285940041, + "Glucose_Level": 80.70160151, + "Potassium_Level": 4.795092112, + "Sodium_Level": 142.9671436, + "Smoking_Pack_Years": 17.11713879 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.04250396, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.50116799, + "White_Blood_Cell_Count": 4.121745451, + "Platelet_Count": 435.8235521, + "Albumin_Level": 4.439049645, + "Alkaline_Phosphatase_Level": 83.79792714, + "Alanine_Aminotransferase_Level": 36.54250535, + "Aspartate_Aminotransferase_Level": 16.02654335, + "Creatinine_Level": 0.568575291, + "LDH_Level": 133.2251656, + "Calcium_Level": 9.526323875, + "Phosphorus_Level": 4.045259666, + "Glucose_Level": 99.04565736, + "Potassium_Level": 3.939086487, + "Sodium_Level": 144.2583601, + "Smoking_Pack_Years": 34.8829066 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.3439524, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.07122816, + "White_Blood_Cell_Count": 7.833382891, + "Platelet_Count": 237.3262989, + "Albumin_Level": 4.138381855, + "Alkaline_Phosphatase_Level": 63.89625406, + "Alanine_Aminotransferase_Level": 26.81634209, + "Aspartate_Aminotransferase_Level": 36.3076111, + "Creatinine_Level": 0.604156541, + "LDH_Level": 247.9039888, + "Calcium_Level": 8.261000223, + "Phosphorus_Level": 4.769237073, + "Glucose_Level": 134.3895745, + "Potassium_Level": 4.173456405, + "Sodium_Level": 136.8736183, + "Smoking_Pack_Years": 19.13448693 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.2761523, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.27445392, + "White_Blood_Cell_Count": 6.205669278, + "Platelet_Count": 257.9619427, + "Albumin_Level": 4.172489637, + "Alkaline_Phosphatase_Level": 81.6944047, + "Alanine_Aminotransferase_Level": 23.14290839, + "Aspartate_Aminotransferase_Level": 31.79729495, + "Creatinine_Level": 0.729109087, + "LDH_Level": 101.7222513, + "Calcium_Level": 9.459196636, + "Phosphorus_Level": 4.937003642, + "Glucose_Level": 70.17289877, + "Potassium_Level": 4.984365744, + "Sodium_Level": 137.8191788, + "Smoking_Pack_Years": 11.35794227 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.69932785, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.82512749, + "White_Blood_Cell_Count": 8.333758263, + "Platelet_Count": 326.362385, + "Albumin_Level": 3.663978014, + "Alkaline_Phosphatase_Level": 107.4151398, + "Alanine_Aminotransferase_Level": 16.87853079, + "Aspartate_Aminotransferase_Level": 46.98966249, + "Creatinine_Level": 0.571958558, + "LDH_Level": 216.9178403, + "Calcium_Level": 8.475656901, + "Phosphorus_Level": 4.442141123, + "Glucose_Level": 121.5165545, + "Potassium_Level": 3.603507657, + "Sodium_Level": 142.8110801, + "Smoking_Pack_Years": 25.12740505 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.80204452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.49331905, + "White_Blood_Cell_Count": 7.640597131, + "Platelet_Count": 376.1504166, + "Albumin_Level": 3.193590095, + "Alkaline_Phosphatase_Level": 81.48365348, + "Alanine_Aminotransferase_Level": 36.65609277, + "Aspartate_Aminotransferase_Level": 22.43964857, + "Creatinine_Level": 1.113982105, + "LDH_Level": 115.6032908, + "Calcium_Level": 10.15128233, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.53739637, + "White_Blood_Cell_Count": 4.897773227, + "Platelet_Count": 418.4799771, + "Albumin_Level": 4.82326882, + "Alkaline_Phosphatase_Level": 79.22685852, + "Alanine_Aminotransferase_Level": 27.14045539, + "Aspartate_Aminotransferase_Level": 41.80661982, + "Creatinine_Level": 1.079987187, + "LDH_Level": 234.9425098, + "Calcium_Level": 8.125773428, + "Phosphorus_Level": 2.867396264, + "Glucose_Level": 138.0016744, + "Potassium_Level": 3.619550769, + "Sodium_Level": 144.9092427, + "Smoking_Pack_Years": 68.16406505 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.07682699, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.48844942, + "White_Blood_Cell_Count": 9.956809716, + "Platelet_Count": 343.8570384, + "Albumin_Level": 3.175814583, + "Alkaline_Phosphatase_Level": 41.47280275, + "Alanine_Aminotransferase_Level": 7.424851988, + "Aspartate_Aminotransferase_Level": 36.73589373, + "Creatinine_Level": 1.468785992, + "LDH_Level": 190.3612342, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.94696933, + "White_Blood_Cell_Count": 8.384747364, + "Platelet_Count": 238.0107078, + "Albumin_Level": 4.239441927, + "Alkaline_Phosphatase_Level": 64.40256023, + "Alanine_Aminotransferase_Level": 31.97993041, + "Aspartate_Aminotransferase_Level": 12.55596983, + "Creatinine_Level": 0.781866868, + "LDH_Level": 190.8274611, + "Calcium_Level": 8.186971173, + "Phosphorus_Level": 3.058523929, + "Glucose_Level": 70.66434729, + "Potassium_Level": 4.619699055, + "Sodium_Level": 138.9155846, + "Smoking_Pack_Years": 37.67289899 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": 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"Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.77603263, + "White_Blood_Cell_Count": 4.777309481, + "Platelet_Count": 202.6958416, + "Albumin_Level": 4.042070419, + "Alkaline_Phosphatase_Level": 88.75762851, + "Alanine_Aminotransferase_Level": 29.74895687, + "Aspartate_Aminotransferase_Level": 39.37829471, + "Creatinine_Level": 0.98747965, + "LDH_Level": 222.8642841, + "Calcium_Level": 9.290994537, + "Phosphorus_Level": 2.931268711, + "Glucose_Level": 97.15948896, + "Potassium_Level": 4.901370794, + "Sodium_Level": 136.8181922, + "Smoking_Pack_Years": 38.62871584 + }, + { + "Age": 46, + "Gender": "Male", + 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122.4478426, + "Calcium_Level": 9.807697077, + "Phosphorus_Level": 3.981660169, + "Glucose_Level": 77.02966097, + "Potassium_Level": 4.798959462, + "Sodium_Level": 140.6964434, + "Smoking_Pack_Years": 50.04784718 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.34387701, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.93969305, + "White_Blood_Cell_Count": 5.952124443, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.86504209, + "White_Blood_Cell_Count": 8.844940435, + "Platelet_Count": 332.0292239, + "Albumin_Level": 3.543578438, + "Alkaline_Phosphatase_Level": 108.7383468, + "Alanine_Aminotransferase_Level": 20.84206573, + "Aspartate_Aminotransferase_Level": 25.85455906, + "Creatinine_Level": 0.934303977, + "LDH_Level": 112.7930067, + "Calcium_Level": 9.238008516, + "Phosphorus_Level": 4.884341122, + "Glucose_Level": 87.06375193, + "Potassium_Level": 3.849347722, + "Sodium_Level": 136.4634157, + "Smoking_Pack_Years": 0.290510255 + }, + 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"White_Blood_Cell_Count": 8.794767692, + "Platelet_Count": 282.5940543, + "Albumin_Level": 3.23454615, + "Alkaline_Phosphatase_Level": 114.7780381, + "Alanine_Aminotransferase_Level": 38.64473089, + "Aspartate_Aminotransferase_Level": 30.58715853, + "Creatinine_Level": 0.663735227, + "LDH_Level": 104.8715165, + "Calcium_Level": 10.26599738, + "Phosphorus_Level": 4.97761155, + "Glucose_Level": 94.90866089, + "Potassium_Level": 4.970724915, + "Sodium_Level": 144.8102656, + "Smoking_Pack_Years": 91.94204661 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.64148367, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.40227781, + "White_Blood_Cell_Count": 7.159359738, + "Platelet_Count": 414.5025833, + "Albumin_Level": 3.148774967, + "Alkaline_Phosphatase_Level": 44.92058575, + "Alanine_Aminotransferase_Level": 21.9296675, + "Aspartate_Aminotransferase_Level": 37.54562422, + "Creatinine_Level": 1.125312892, + "LDH_Level": 233.7317033, + "Calcium_Level": 9.379377854, + "Phosphorus_Level": 3.094590993, + "Glucose_Level": 83.17282417, + "Potassium_Level": 3.967753764, + "Sodium_Level": 143.4444746, + "Smoking_Pack_Years": 30.35816948 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.20857661, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.89521502, + "White_Blood_Cell_Count": 5.672304642, + "Platelet_Count": 360.638497, + "Albumin_Level": 3.00353823, + "Alkaline_Phosphatase_Level": 76.24283739, + "Alanine_Aminotransferase_Level": 7.250360109, + "Aspartate_Aminotransferase_Level": 41.65678354, + "Creatinine_Level": 1.149375044, + "LDH_Level": 191.5972698, + "Calcium_Level": 8.442807323, + "Phosphorus_Level": 4.793413394, + "Glucose_Level": 139.8109462, + "Potassium_Level": 4.2212499, + "Sodium_Level": 136.5028951, + "Smoking_Pack_Years": 58.03401865 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.27367692, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.03252136, + "White_Blood_Cell_Count": 4.773972902, + "Platelet_Count": 159.456517, + "Albumin_Level": 4.673894857, + "Alkaline_Phosphatase_Level": 84.53031136, + "Alanine_Aminotransferase_Level": 35.76353784, + "Aspartate_Aminotransferase_Level": 47.72925608, + "Creatinine_Level": 1.014386968, + "LDH_Level": 173.8869672, + "Calcium_Level": 9.287431833, + "Phosphorus_Level": 4.220999117, + "Glucose_Level": 136.5116503, + "Potassium_Level": 4.675017387, + "Sodium_Level": 136.5692006, + "Smoking_Pack_Years": 91.58869547 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.29273352, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.49993461, + "White_Blood_Cell_Count": 9.811750155, + "Platelet_Count": 370.6959089, + "Albumin_Level": 3.277909627, + "Alkaline_Phosphatase_Level": 88.59917515, + "Alanine_Aminotransferase_Level": 12.81513919, + "Aspartate_Aminotransferase_Level": 38.17300762, + "Creatinine_Level": 1.330245692, + "LDH_Level": 140.5628075, + "Calcium_Level": 10.20041738, + "Phosphorus_Level": 4.974332797, + "Glucose_Level": 93.66894807, + "Potassium_Level": 4.541270989, + "Sodium_Level": 139.888528, + "Smoking_Pack_Years": 48.95733056 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.25213249, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.78643348, + "White_Blood_Cell_Count": 6.812402731, + "Platelet_Count": 230.5033565, + "Albumin_Level": 3.931650293, + "Alkaline_Phosphatase_Level": 53.12739201, + "Alanine_Aminotransferase_Level": 26.46832014, + "Aspartate_Aminotransferase_Level": 46.8268175, + "Creatinine_Level": 1.253881942, + "LDH_Level": 188.3379163, + "Calcium_Level": 8.046705186, + "Phosphorus_Level": 4.701040843, + "Glucose_Level": 128.7042302, + "Potassium_Level": 3.51051558, + "Sodium_Level": 137.0677756, + "Smoking_Pack_Years": 96.98402911 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.31691012, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.50134063, + "White_Blood_Cell_Count": 7.442663455, + "Platelet_Count": 212.3330949, + "Albumin_Level": 3.408216356, + "Alkaline_Phosphatase_Level": 94.23553293, + "Alanine_Aminotransferase_Level": 17.58735412, + "Aspartate_Aminotransferase_Level": 43.00212781, + "Creatinine_Level": 0.842940583, + "LDH_Level": 207.6988358, + "Calcium_Level": 10.42894968, + "Phosphorus_Level": 3.109877647, + "Glucose_Level": 126.6686747, + "Potassium_Level": 3.68172465, + "Sodium_Level": 144.00756, + "Smoking_Pack_Years": 28.17850926 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.95007918, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.06464123, + "White_Blood_Cell_Count": 4.116656378, + "Platelet_Count": 316.7853734, + "Albumin_Level": 4.432120722, + "Alkaline_Phosphatase_Level": 105.3120565, + "Alanine_Aminotransferase_Level": 20.1828928, + "Aspartate_Aminotransferase_Level": 39.25044196, + "Creatinine_Level": 0.724970012, + "LDH_Level": 190.5331819, + "Calcium_Level": 10.25945717, + "Phosphorus_Level": 3.114746583, + "Glucose_Level": 118.8705015, + "Potassium_Level": 3.972646076, + "Sodium_Level": 135.9169103, + "Smoking_Pack_Years": 18.90358354 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.46675173, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.82016459, + "White_Blood_Cell_Count": 9.635120993, + "Platelet_Count": 198.9345272, + "Albumin_Level": 4.249206368, + "Alkaline_Phosphatase_Level": 105.9583214, + "Alanine_Aminotransferase_Level": 23.38924642, + "Aspartate_Aminotransferase_Level": 35.24494536, + "Creatinine_Level": 1.21515306, + "LDH_Level": 240.1174651, + "Calcium_Level": 9.025939567, + "Phosphorus_Level": 3.761448217, + "Glucose_Level": 126.5231617, + "Potassium_Level": 4.961419735, + "Sodium_Level": 137.074406, + "Smoking_Pack_Years": 81.1731562 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.54512781, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.33524963, + "White_Blood_Cell_Count": 3.824417909, + "Platelet_Count": 224.2193068, + "Albumin_Level": 4.913379817, + "Alkaline_Phosphatase_Level": 31.50905711, + "Alanine_Aminotransferase_Level": 18.6464821, + "Aspartate_Aminotransferase_Level": 21.07242021, + "Creatinine_Level": 1.001601286, + "LDH_Level": 215.1376418, + "Calcium_Level": 8.473413897, + "Phosphorus_Level": 4.099519369, + "Glucose_Level": 72.11103958, + "Potassium_Level": 4.572948481, + "Sodium_Level": 142.4044391, + "Smoking_Pack_Years": 92.97337918 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.41433981, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.94730423, + "White_Blood_Cell_Count": 5.844348786, + "Platelet_Count": 337.2488192, + "Albumin_Level": 3.671710916, + "Alkaline_Phosphatase_Level": 82.41804023, + "Alanine_Aminotransferase_Level": 37.22650446, + "Aspartate_Aminotransferase_Level": 32.60010952, + "Creatinine_Level": 0.849598614, + "LDH_Level": 137.4768331, + "Calcium_Level": 9.375348009, + "Phosphorus_Level": 4.551215554, + "Glucose_Level": 138.7417661, + "Potassium_Level": 4.324827169, + "Sodium_Level": 139.6816462, + "Smoking_Pack_Years": 29.65710722 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.26727459, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.07315755, + "White_Blood_Cell_Count": 8.851263831, + "Platelet_Count": 281.4306128, + "Albumin_Level": 4.028971505, + "Alkaline_Phosphatase_Level": 98.93832615, + "Alanine_Aminotransferase_Level": 20.94529606, + "Aspartate_Aminotransferase_Level": 20.39715341, + "Creatinine_Level": 0.923876627, + "LDH_Level": 191.3390955, + "Calcium_Level": 8.620378199, + "Phosphorus_Level": 3.634446548, + "Glucose_Level": 70.58007617, + "Potassium_Level": 4.74236591, + "Sodium_Level": 142.0749527, + "Smoking_Pack_Years": 16.73640153 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.50079105, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.32603006, + "White_Blood_Cell_Count": 4.766253575, + "Platelet_Count": 190.6406819, + "Albumin_Level": 4.113938903, + "Alkaline_Phosphatase_Level": 67.07286476, + "Alanine_Aminotransferase_Level": 19.247676, + "Aspartate_Aminotransferase_Level": 43.98598548, + "Creatinine_Level": 0.520840023, + "LDH_Level": 178.2014462, + "Calcium_Level": 10.3823442, + "Phosphorus_Level": 3.668186024, + "Glucose_Level": 83.38004338, + "Potassium_Level": 4.362930094, + "Sodium_Level": 143.7180821, + "Smoking_Pack_Years": 95.28479722 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 10.0538661, + "Phosphorus_Level": 2.617163416, + "Glucose_Level": 105.709606, + "Potassium_Level": 4.947680087, + "Sodium_Level": 143.8284459, + "Smoking_Pack_Years": 42.61069827 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.69815417, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.82984935, + "White_Blood_Cell_Count": 7.769924075, + "Platelet_Count": 354.458808, + "Albumin_Level": 3.403409657, + "Alkaline_Phosphatase_Level": 36.39513663, + "Alanine_Aminotransferase_Level": 36.78439928, + "Aspartate_Aminotransferase_Level": 36.49889276, + "Creatinine_Level": 1.332655115, + "LDH_Level": 241.2440151, + "Calcium_Level": 8.308948192, + "Phosphorus_Level": 3.621878314, + "Glucose_Level": 75.6006857, + "Potassium_Level": 4.411126218, + "Sodium_Level": 140.9417184, + "Smoking_Pack_Years": 72.29222058 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.13115318, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.56883389, + "White_Blood_Cell_Count": 9.059074525, + "Platelet_Count": 185.0714257, + "Albumin_Level": 3.144549992, + "Alkaline_Phosphatase_Level": 58.26763714, + "Alanine_Aminotransferase_Level": 9.301708227, + "Aspartate_Aminotransferase_Level": 33.67732726, + "Creatinine_Level": 1.076383889, + "LDH_Level": 141.4121353, + "Calcium_Level": 8.339864637, + "Phosphorus_Level": 4.524160552, + "Glucose_Level": 73.36398073, + "Potassium_Level": 4.75979031, + "Sodium_Level": 135.8536786, + "Smoking_Pack_Years": 55.09825206 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.6037011, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.38361233, + "White_Blood_Cell_Count": 4.681374392, + "Platelet_Count": 249.930907, + "Albumin_Level": 3.67998718, + "Alkaline_Phosphatase_Level": 85.79047884, + "Alanine_Aminotransferase_Level": 12.75013448, + "Aspartate_Aminotransferase_Level": 30.26305606, + "Creatinine_Level": 1.336670545, + "LDH_Level": 146.1114727, + "Calcium_Level": 8.564540544, + "Phosphorus_Level": 2.826836292, + "Glucose_Level": 70.45471887, + "Potassium_Level": 4.586440901, + "Sodium_Level": 137.9856524, + "Smoking_Pack_Years": 79.85525485 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.24296354, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.85525563, + "White_Blood_Cell_Count": 6.629207105, + "Platelet_Count": 366.0931413, + "Albumin_Level": 3.076083349, + "Alkaline_Phosphatase_Level": 60.96709365, + "Alanine_Aminotransferase_Level": 12.55936858, + "Aspartate_Aminotransferase_Level": 41.80150339, + "Creatinine_Level": 0.613651721, + "LDH_Level": 240.8782361, 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.18056462, + "White_Blood_Cell_Count": 8.196610038, + "Platelet_Count": 284.1086462, + "Albumin_Level": 4.384727374, + "Alkaline_Phosphatase_Level": 79.11742657, + "Alanine_Aminotransferase_Level": 11.44352093, + "Aspartate_Aminotransferase_Level": 40.65939032, + "Creatinine_Level": 1.039121311, + "LDH_Level": 135.9356139, + "Calcium_Level": 8.492753851, + "Phosphorus_Level": 2.85922332, + "Glucose_Level": 123.7524861, + "Potassium_Level": 4.876128744, + "Sodium_Level": 142.728183, + "Smoking_Pack_Years": 55.7597383 + }, + { + "Age": 50, + "Gender": "Male", 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130.4913504, + "Calcium_Level": 10.28438164, + "Phosphorus_Level": 3.869927746, + "Glucose_Level": 110.1569379, + "Potassium_Level": 3.707206501, + "Sodium_Level": 136.5431641, + "Smoking_Pack_Years": 64.11011626 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.70395481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.46804573, + "White_Blood_Cell_Count": 7.469738836, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.93291089, + "White_Blood_Cell_Count": 5.448291953, + "Platelet_Count": 236.8694565, + "Albumin_Level": 3.326145654, + "Alkaline_Phosphatase_Level": 61.93819351, + "Alanine_Aminotransferase_Level": 35.80713556, + "Aspartate_Aminotransferase_Level": 31.02452771, + "Creatinine_Level": 0.953032567, + "LDH_Level": 178.3213325, + "Calcium_Level": 10.44696139, + "Phosphorus_Level": 4.51737368, + "Glucose_Level": 118.9236666, + "Potassium_Level": 4.803565147, + "Sodium_Level": 139.306317, + "Smoking_Pack_Years": 58.82000594 + }, + { + "Age": 65, + "Gender": "Male", 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.96692949, + "White_Blood_Cell_Count": 5.634980557, + "Platelet_Count": 221.9119131, + "Albumin_Level": 3.145698922, + "Alkaline_Phosphatase_Level": 80.78136303, + "Alanine_Aminotransferase_Level": 30.91962208, + "Aspartate_Aminotransferase_Level": 12.87695838, + "Creatinine_Level": 0.854190467, + "LDH_Level": 132.4326116, + "Calcium_Level": 9.221501854, + "Phosphorus_Level": 3.03424304, + "Glucose_Level": 131.06138, + "Potassium_Level": 3.546324717, + "Sodium_Level": 136.1986046, + "Smoking_Pack_Years": 39.58807604 + }, + { + "Age": 68, + "Gender": "Male", + 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110.8964053, + "Calcium_Level": 9.609056765, + "Phosphorus_Level": 3.242081562, + "Glucose_Level": 86.63079906, + "Potassium_Level": 4.46243, + "Sodium_Level": 144.1113079, + "Smoking_Pack_Years": 63.30331606 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.94982885, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.15234495, + "White_Blood_Cell_Count": 7.936311592, + 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"Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.96620264, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.07586478, + "White_Blood_Cell_Count": 5.314751806, + "Platelet_Count": 358.6930134, + "Albumin_Level": 3.709229538, + "Alkaline_Phosphatase_Level": 31.85335629, + "Alanine_Aminotransferase_Level": 30.52036101, + "Aspartate_Aminotransferase_Level": 37.47972499, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.21885291, + "White_Blood_Cell_Count": 6.96127244, + "Platelet_Count": 301.9712651, + "Albumin_Level": 4.663796738, + "Alkaline_Phosphatase_Level": 105.5423813, + "Alanine_Aminotransferase_Level": 24.66266313, + "Aspartate_Aminotransferase_Level": 35.27587487, + "Creatinine_Level": 0.946794468, + "LDH_Level": 203.6240005, + "Calcium_Level": 10.43728045, + "Phosphorus_Level": 2.793291642, + "Glucose_Level": 100.846065, + "Potassium_Level": 4.511483336, + "Sodium_Level": 139.8562341, + "Smoking_Pack_Years": 96.28015281 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.91078971, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 41, 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"Aspartate_Aminotransferase_Level": 37.05275412, + "Creatinine_Level": 1.214168704, + "LDH_Level": 136.580382, + "Calcium_Level": 8.772839716, + "Phosphorus_Level": 2.759116063, + "Glucose_Level": 94.57865603, + "Potassium_Level": 3.525340588, + "Sodium_Level": 140.125799, + "Smoking_Pack_Years": 0.223540108 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.7508128, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 95, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.17099927, + "White_Blood_Cell_Count": 9.739812689, + "Platelet_Count": 364.4501825, + "Albumin_Level": 3.861180138, + "Alkaline_Phosphatase_Level": 72.50226837, + "Alanine_Aminotransferase_Level": 19.09417381, + "Aspartate_Aminotransferase_Level": 14.94982104, + "Creatinine_Level": 1.330323548, + "LDH_Level": 192.8774506, + "Calcium_Level": 8.133294677, + "Phosphorus_Level": 3.130757578, + "Glucose_Level": 91.47848666, + "Potassium_Level": 4.619510845, + "Sodium_Level": 137.59521, + "Smoking_Pack_Years": 80.68563294 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.61636572, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.06857165, + "White_Blood_Cell_Count": 8.736826874, + "Platelet_Count": 336.0824144, + "Albumin_Level": 4.11936648, + "Alkaline_Phosphatase_Level": 62.28476879, + "Alanine_Aminotransferase_Level": 27.43647492, + "Aspartate_Aminotransferase_Level": 16.92726451, + "Creatinine_Level": 0.68450507, + "LDH_Level": 102.9150154, + "Calcium_Level": 10.10851103, + "Phosphorus_Level": 4.508642355, + "Glucose_Level": 105.9486632, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.19147844, + "White_Blood_Cell_Count": 5.29506035, + "Platelet_Count": 299.2333517, + "Albumin_Level": 3.09544839, + "Alkaline_Phosphatase_Level": 76.81387825, + "Alanine_Aminotransferase_Level": 20.3146696, + "Aspartate_Aminotransferase_Level": 32.58922164, + "Creatinine_Level": 0.646089555, + "LDH_Level": 119.8141455, + "Calcium_Level": 9.846843657, + "Phosphorus_Level": 3.215909431, + "Glucose_Level": 85.17320809, + "Potassium_Level": 3.845299887, + "Sodium_Level": 143.6925649, + "Smoking_Pack_Years": 67.08526263 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.77243604, + "Tumor_Location": "Upper 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102.2943967, + "Calcium_Level": 8.010357448, + "Phosphorus_Level": 4.700147932, + "Glucose_Level": 80.89693358, + "Potassium_Level": 4.204976932, + "Sodium_Level": 139.8917096, + "Smoking_Pack_Years": 37.17127793 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.65603748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.99297779, + "White_Blood_Cell_Count": 7.181967578, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.49980572, + "White_Blood_Cell_Count": 7.604865155, + "Platelet_Count": 387.7128263, + "Albumin_Level": 4.623394546, + "Alkaline_Phosphatase_Level": 94.51395083, + "Alanine_Aminotransferase_Level": 13.08043133, + "Aspartate_Aminotransferase_Level": 31.39564529, + "Creatinine_Level": 1.450456303, + "LDH_Level": 169.3106946, + "Calcium_Level": 8.229583042, + "Phosphorus_Level": 2.98703247, + "Glucose_Level": 113.8602325, + "Potassium_Level": 4.048033034, + "Sodium_Level": 135.9121183, + "Smoking_Pack_Years": 49.78521615 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.7012506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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135.5701373, + "Smoking_Pack_Years": 40.23683631 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.70355753, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.38354656, + "White_Blood_Cell_Count": 5.23838075, + "Platelet_Count": 154.8806633, + "Albumin_Level": 3.490665941, + "Alkaline_Phosphatase_Level": 81.82553208, + "Alanine_Aminotransferase_Level": 34.76074959, + "Aspartate_Aminotransferase_Level": 29.69145205, + "Creatinine_Level": 1.037350451, + "LDH_Level": 211.0014677, + "Calcium_Level": 8.846223561, + "Phosphorus_Level": 3.670020421, + "Glucose_Level": 81.32093162, + "Potassium_Level": 4.943619685, + "Sodium_Level": 135.00852, + "Smoking_Pack_Years": 55.55623491 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.70051904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.89233748, + "White_Blood_Cell_Count": 5.256522382, + "Platelet_Count": 245.0857408, + "Albumin_Level": 3.509241657, + "Alkaline_Phosphatase_Level": 114.1311345, + "Alanine_Aminotransferase_Level": 34.23881463, + "Aspartate_Aminotransferase_Level": 48.03932075, + "Creatinine_Level": 0.795862718, + "LDH_Level": 172.29236, + "Calcium_Level": 9.071577355, + "Phosphorus_Level": 2.577347242, + "Glucose_Level": 79.29002821, + "Potassium_Level": 4.304915175, + "Sodium_Level": 138.8485952, + "Smoking_Pack_Years": 66.87917006 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.42713451, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.90386877, + "White_Blood_Cell_Count": 4.917211807, + "Platelet_Count": 205.2275021, + "Albumin_Level": 4.331776854, + "Alkaline_Phosphatase_Level": 59.30674576, + "Alanine_Aminotransferase_Level": 11.09023106, + "Aspartate_Aminotransferase_Level": 37.69622179, + "Creatinine_Level": 1.238080553, + "LDH_Level": 238.9744251, + "Calcium_Level": 9.463015675, + "Phosphorus_Level": 3.316935429, + "Glucose_Level": 74.61872916, + "Potassium_Level": 3.844655143, + "Sodium_Level": 143.7221255, + "Smoking_Pack_Years": 51.58437923 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.33510627, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", 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"Alanine_Aminotransferase_Level": 7.043877102, + "Aspartate_Aminotransferase_Level": 38.86862379, + "Creatinine_Level": 0.578111902, + "LDH_Level": 226.4763419, + "Calcium_Level": 9.997532336, + "Phosphorus_Level": 3.553205488, + "Glucose_Level": 105.8655224, + "Potassium_Level": 4.238464899, + "Sodium_Level": 139.559281, + "Smoking_Pack_Years": 33.03112712 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.62475188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.71186046, + "White_Blood_Cell_Count": 6.053432934, + "Platelet_Count": 241.5658373, + "Albumin_Level": 3.978402633, + "Alkaline_Phosphatase_Level": 79.3699378, + "Alanine_Aminotransferase_Level": 38.45179865, + "Aspartate_Aminotransferase_Level": 22.81270448, + "Creatinine_Level": 0.505740074, + "LDH_Level": 213.2927116, + "Calcium_Level": 9.371759592, + "Phosphorus_Level": 3.291922314, + "Glucose_Level": 120.6905168, + "Potassium_Level": 3.998758362, + "Sodium_Level": 135.5517113, + "Smoking_Pack_Years": 11.3078316 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.56119052, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.89959976, + "White_Blood_Cell_Count": 6.078079873, + "Platelet_Count": 409.4922478, + "Albumin_Level": 4.654469314, + "Alkaline_Phosphatase_Level": 60.88474853, + "Alanine_Aminotransferase_Level": 23.36363386, + "Aspartate_Aminotransferase_Level": 45.03197502, + "Creatinine_Level": 1.144022823, + "LDH_Level": 238.5132885, + "Calcium_Level": 9.833541263, + "Phosphorus_Level": 3.984617331, + "Glucose_Level": 116.6218959, + "Potassium_Level": 4.734345555, + "Sodium_Level": 135.6312298, + "Smoking_Pack_Years": 2.462545253 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.8636864, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.87932427, + "White_Blood_Cell_Count": 6.925191698, + "Platelet_Count": 435.320666, + "Albumin_Level": 3.250970334, + "Alkaline_Phosphatase_Level": 88.80279977, + "Alanine_Aminotransferase_Level": 14.94530707, + "Aspartate_Aminotransferase_Level": 31.092835, + "Creatinine_Level": 1.021937093, + "LDH_Level": 105.6510608, + "Calcium_Level": 8.423435012, + "Phosphorus_Level": 4.395258092, + "Glucose_Level": 131.8812097, + "Potassium_Level": 4.155017515, + "Sodium_Level": 135.4723349, + "Smoking_Pack_Years": 81.44808128 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.54057768, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.46447449, + "White_Blood_Cell_Count": 4.392368166, + "Platelet_Count": 152.2194651, + "Albumin_Level": 3.337259002, + "Alkaline_Phosphatase_Level": 70.34539673, + "Alanine_Aminotransferase_Level": 21.03776517, + "Aspartate_Aminotransferase_Level": 32.35375533, + "Creatinine_Level": 1.125951183, + "LDH_Level": 178.9292318, + "Calcium_Level": 8.82848361, + "Phosphorus_Level": 3.568769756, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 32.96751082, + "Aspartate_Aminotransferase_Level": 20.25057888, + "Creatinine_Level": 0.940627861, + "LDH_Level": 147.202139, + "Calcium_Level": 9.235838882, + "Phosphorus_Level": 4.80161485, + "Glucose_Level": 114.8688679, + "Potassium_Level": 4.225851388, + "Sodium_Level": 135.358057, + "Smoking_Pack_Years": 39.47275802 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.67464631, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.69331523, + "White_Blood_Cell_Count": 3.633832611, + "Platelet_Count": 272.7946977, + "Albumin_Level": 3.942686967, + "Alkaline_Phosphatase_Level": 70.8408493, + "Alanine_Aminotransferase_Level": 36.06801888, + "Aspartate_Aminotransferase_Level": 25.5823208, + "Creatinine_Level": 0.666833219, + "LDH_Level": 127.3048902, + "Calcium_Level": 9.044374724, + "Phosphorus_Level": 4.917608484, + "Glucose_Level": 128.2670269, + "Potassium_Level": 4.56507823, + "Sodium_Level": 137.8561163, + "Smoking_Pack_Years": 32.24532549 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.68974743, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.94136586, + "White_Blood_Cell_Count": 6.404455577, + "Platelet_Count": 366.0924406, + "Albumin_Level": 4.952014617, + "Alkaline_Phosphatase_Level": 91.21440387, + "Alanine_Aminotransferase_Level": 39.3311487, + "Aspartate_Aminotransferase_Level": 23.67864395, + "Creatinine_Level": 0.85577972, + "LDH_Level": 139.8291419, + "Calcium_Level": 8.676417691, + "Phosphorus_Level": 3.096411517, + "Glucose_Level": 82.41296769, + "Potassium_Level": 4.695243144, + "Sodium_Level": 138.8443824, + "Smoking_Pack_Years": 33.83207654 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.83061766, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 16.50090053, + "Aspartate_Aminotransferase_Level": 23.4828136, + "Creatinine_Level": 1.303667868, + "LDH_Level": 128.2482328, + "Calcium_Level": 8.485694356, + "Phosphorus_Level": 4.5480047, + "Glucose_Level": 93.5555399, + "Potassium_Level": 4.10989095, + "Sodium_Level": 136.3560064, + "Smoking_Pack_Years": 67.50839733 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.16926272, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.84833967, + "White_Blood_Cell_Count": 9.950026462, + "Platelet_Count": 170.954954, + "Albumin_Level": 3.90524259, + "Alkaline_Phosphatase_Level": 116.841083, + "Alanine_Aminotransferase_Level": 26.4014349, + "Aspartate_Aminotransferase_Level": 19.46975734, + "Creatinine_Level": 1.145821919, + "LDH_Level": 127.6296574, + "Calcium_Level": 9.101328682, + "Phosphorus_Level": 2.904700759, + "Glucose_Level": 83.58237248, + "Potassium_Level": 3.83514543, + "Sodium_Level": 141.2552527, + "Smoking_Pack_Years": 47.19941706 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.21452978, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.55622754, + "White_Blood_Cell_Count": 8.43427153, + "Platelet_Count": 241.0435321, + "Albumin_Level": 3.487067161, + "Alkaline_Phosphatase_Level": 116.2370134, + "Alanine_Aminotransferase_Level": 36.03710167, + "Aspartate_Aminotransferase_Level": 39.52188147, + "Creatinine_Level": 1.059230696, + "LDH_Level": 102.3537058, + "Calcium_Level": 9.243511109, + "Phosphorus_Level": 4.658546801, + "Glucose_Level": 138.4020174, + "Potassium_Level": 4.168497616, + "Sodium_Level": 141.9484521, + "Smoking_Pack_Years": 29.47459769 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.54229131, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.54796302, + "White_Blood_Cell_Count": 8.287165873, + "Platelet_Count": 273.7574756, + "Albumin_Level": 4.090881076, + "Alkaline_Phosphatase_Level": 42.13565, + "Alanine_Aminotransferase_Level": 34.7319766, + "Aspartate_Aminotransferase_Level": 36.98910597, + "Creatinine_Level": 1.031811617, + "LDH_Level": 155.141358, + "Calcium_Level": 10.19139322, + "Phosphorus_Level": 3.150176484, + "Glucose_Level": 127.0409307, + "Potassium_Level": 4.086765405, + "Sodium_Level": 144.5381715, + "Smoking_Pack_Years": 77.07371516 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.9248815, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.64815981, + "White_Blood_Cell_Count": 7.072664763, + "Platelet_Count": 414.0807893, + "Albumin_Level": 4.101876916, + "Alkaline_Phosphatase_Level": 31.18679764, + "Alanine_Aminotransferase_Level": 20.59517706, + "Aspartate_Aminotransferase_Level": 25.01595087, + "Creatinine_Level": 0.538739385, + "LDH_Level": 189.2193354, + "Calcium_Level": 8.764066738, + "Phosphorus_Level": 3.626356161, + "Glucose_Level": 104.849384, + "Potassium_Level": 4.634860227, + "Sodium_Level": 136.9886036, + "Smoking_Pack_Years": 88.979264 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.27634847, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.27658746, + "White_Blood_Cell_Count": 4.649345175, + "Platelet_Count": 272.075808, + "Albumin_Level": 4.220581514, + "Alkaline_Phosphatase_Level": 82.93437728, + "Alanine_Aminotransferase_Level": 15.03184225, + "Aspartate_Aminotransferase_Level": 30.27794602, + "Creatinine_Level": 1.403772214, + "LDH_Level": 179.5892762, + "Calcium_Level": 8.408029068, + "Phosphorus_Level": 3.203989132, + "Glucose_Level": 116.7880589, + "Potassium_Level": 3.854023825, + "Sodium_Level": 144.5903092, + "Smoking_Pack_Years": 74.22222738 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.60670114, + "Tumor_Location": 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"Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.90563295, + "White_Blood_Cell_Count": 8.193877372, + "Platelet_Count": 337.0171719, + "Albumin_Level": 3.229584795, + "Alkaline_Phosphatase_Level": 101.9014384, + "Alanine_Aminotransferase_Level": 5.31753179, + "Aspartate_Aminotransferase_Level": 37.92383421, + "Creatinine_Level": 0.960160845, + "LDH_Level": 238.3141849, + "Calcium_Level": 10.04180217, + "Phosphorus_Level": 3.213412777, + "Glucose_Level": 149.1961547, + "Potassium_Level": 4.259704231, + "Sodium_Level": 144.9808824, + "Smoking_Pack_Years": 73.11170461 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.53251098, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.16797159, + "White_Blood_Cell_Count": 5.22019769, + "Platelet_Count": 397.4805101, + "Albumin_Level": 3.666990574, + "Alkaline_Phosphatase_Level": 82.50513026, + "Alanine_Aminotransferase_Level": 5.812666622, + "Aspartate_Aminotransferase_Level": 41.77359166, + "Creatinine_Level": 0.896780963, + "LDH_Level": 159.9059519, + "Calcium_Level": 9.180235442, + "Phosphorus_Level": 4.35681351, + "Glucose_Level": 110.9267004, + "Potassium_Level": 4.824236553, + "Sodium_Level": 140.2839267, + "Smoking_Pack_Years": 44.07842949 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 92.52148396, + "Alanine_Aminotransferase_Level": 22.31930021, + "Aspartate_Aminotransferase_Level": 18.00778911, + "Creatinine_Level": 0.508684269, + "LDH_Level": 238.4245221, + "Calcium_Level": 8.605363535, + "Phosphorus_Level": 2.517426843, + "Glucose_Level": 146.1693003, + "Potassium_Level": 3.898520058, + "Sodium_Level": 135.4047358, + "Smoking_Pack_Years": 9.506231885 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.03646761, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.79168128, + "White_Blood_Cell_Count": 8.89812102, + "Platelet_Count": 281.921261, + "Albumin_Level": 3.565470329, + "Alkaline_Phosphatase_Level": 94.66457395, + "Alanine_Aminotransferase_Level": 18.28441621, + "Aspartate_Aminotransferase_Level": 30.80784418, + "Creatinine_Level": 0.594694893, + "LDH_Level": 247.7285538, + "Calcium_Level": 9.058443481, + "Phosphorus_Level": 3.681772646, + "Glucose_Level": 136.0747493, + "Potassium_Level": 3.933173312, + "Sodium_Level": 142.7609083, + "Smoking_Pack_Years": 65.70053066 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.980927066, + "Phosphorus_Level": 2.568406567, + "Glucose_Level": 99.18937549, + "Potassium_Level": 4.778629305, + "Sodium_Level": 142.7978501, + "Smoking_Pack_Years": 33.74028862 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.30090216, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.45996746, + "White_Blood_Cell_Count": 5.953553225, + "Platelet_Count": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.34347007, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.05698385, + "White_Blood_Cell_Count": 7.053662755, + "Platelet_Count": 201.3187834, + "Albumin_Level": 3.783581716, + "Alkaline_Phosphatase_Level": 76.2963154, + "Alanine_Aminotransferase_Level": 16.61985012, + "Aspartate_Aminotransferase_Level": 32.21996737, + "Creatinine_Level": 1.014682447, + "LDH_Level": 192.5207886, + 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222.054488, + "Calcium_Level": 8.402521634, + "Phosphorus_Level": 3.444846693, + "Glucose_Level": 124.3184363, + "Potassium_Level": 4.618714684, + "Sodium_Level": 138.6229964, + "Smoking_Pack_Years": 95.14063818 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.74252066, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.15929156, + "White_Blood_Cell_Count": 6.549789738, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.09928825, + "White_Blood_Cell_Count": 4.767425117, + "Platelet_Count": 374.2082556, + "Albumin_Level": 4.846918469, + "Alkaline_Phosphatase_Level": 68.47201649, + "Alanine_Aminotransferase_Level": 12.40218742, + "Aspartate_Aminotransferase_Level": 12.77907435, + "Creatinine_Level": 0.808696289, + "LDH_Level": 167.3546303, + "Calcium_Level": 9.112303114, + "Phosphorus_Level": 4.222426095, + "Glucose_Level": 128.8619198, + "Potassium_Level": 3.840766522, + "Sodium_Level": 142.2082514, + "Smoking_Pack_Years": 60.48218902 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.39542157, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.3373941, + "White_Blood_Cell_Count": 5.372222148, + "Platelet_Count": 424.3006747, + "Albumin_Level": 3.88835211, + "Alkaline_Phosphatase_Level": 77.62481773, + "Alanine_Aminotransferase_Level": 34.23182009, + "Aspartate_Aminotransferase_Level": 48.46676789, + "Creatinine_Level": 0.69718217, + "LDH_Level": 118.8625803, + "Calcium_Level": 9.551842854, + "Phosphorus_Level": 3.362953098, + "Glucose_Level": 89.00888575, + "Potassium_Level": 4.507458848, + "Sodium_Level": 144.7670529, + "Smoking_Pack_Years": 63.16437605 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.05563672, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.51307657, + "White_Blood_Cell_Count": 7.338185598, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.53347277, + "White_Blood_Cell_Count": 4.951561782, + "Platelet_Count": 440.7715629, + "Albumin_Level": 3.694367185, + "Alkaline_Phosphatase_Level": 54.54959987, + "Alanine_Aminotransferase_Level": 30.40799162, + "Aspartate_Aminotransferase_Level": 18.68513102, + "Creatinine_Level": 0.642920029, + "LDH_Level": 135.1074241, + "Calcium_Level": 8.182384859, + "Phosphorus_Level": 4.94087821, + "Glucose_Level": 99.78138595, + "Potassium_Level": 4.300657936, + "Sodium_Level": 135.0415317, + "Smoking_Pack_Years": 28.64088872 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.92864983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.28204484, + "White_Blood_Cell_Count": 5.936293238, + "Platelet_Count": 264.2932307, + "Albumin_Level": 4.770232622, + "Alkaline_Phosphatase_Level": 67.49332332, + "Alanine_Aminotransferase_Level": 26.46698447, + "Aspartate_Aminotransferase_Level": 46.93752892, + "Creatinine_Level": 1.396351334, + "LDH_Level": 205.713305, + "Calcium_Level": 9.192707186, + "Phosphorus_Level": 2.620688934, + "Glucose_Level": 148.2208891, + "Potassium_Level": 4.349299541, + "Sodium_Level": 144.4443068, + "Smoking_Pack_Years": 53.01699321 + }, + { 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"Creatinine_Level": 0.89661094, + "LDH_Level": 104.8766902, + "Calcium_Level": 10.45458258, + "Phosphorus_Level": 3.946317083, + "Glucose_Level": 134.3890325, + "Potassium_Level": 4.439484896, + "Sodium_Level": 143.1081123, + "Smoking_Pack_Years": 28.72043321 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.8596171, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.76672902, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.85663581, + "White_Blood_Cell_Count": 3.78068159, + "Platelet_Count": 384.7896236, + "Albumin_Level": 3.020097249, + "Alkaline_Phosphatase_Level": 105.782561, + "Alanine_Aminotransferase_Level": 11.86941639, + "Aspartate_Aminotransferase_Level": 10.9123157, + "Creatinine_Level": 1.307954142, + "LDH_Level": 203.1653549, + "Calcium_Level": 10.20285697, + "Phosphorus_Level": 3.312319713, + "Glucose_Level": 95.24097217, + "Potassium_Level": 4.810790639, + "Sodium_Level": 138.3143304, + "Smoking_Pack_Years": 7.351903695 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.71397467, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.30504014, + "White_Blood_Cell_Count": 7.356674822, + "Platelet_Count": 383.972789, + "Albumin_Level": 4.734617537, + "Alkaline_Phosphatase_Level": 106.9276254, + "Alanine_Aminotransferase_Level": 11.55160392, + "Aspartate_Aminotransferase_Level": 14.67186965, + "Creatinine_Level": 0.770133071, + "LDH_Level": 179.6038749, + "Calcium_Level": 9.787401461, + "Phosphorus_Level": 4.271123711, + "Glucose_Level": 113.8669326, + "Potassium_Level": 4.855067843, + "Sodium_Level": 135.8725515, + "Smoking_Pack_Years": 42.98801961 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.50761503, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.07269598, + "White_Blood_Cell_Count": 7.90060215, + "Platelet_Count": 316.7521318, + "Albumin_Level": 4.141272188, + "Alkaline_Phosphatase_Level": 116.1849877, + "Alanine_Aminotransferase_Level": 22.85846538, + "Aspartate_Aminotransferase_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.05189771, + "White_Blood_Cell_Count": 7.592105009, + "Platelet_Count": 326.1666439, + "Albumin_Level": 4.495028256, + "Alkaline_Phosphatase_Level": 40.96192537, + "Alanine_Aminotransferase_Level": 27.86692629, + "Aspartate_Aminotransferase_Level": 47.46350652, + "Creatinine_Level": 0.917790734, + "LDH_Level": 218.9987304, + "Calcium_Level": 8.203503078, + "Phosphorus_Level": 3.44505617, + "Glucose_Level": 75.63177371, + "Potassium_Level": 4.197198065, + "Sodium_Level": 138.075251, + "Smoking_Pack_Years": 91.44560226 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.30513409, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 54.12913954 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.40759504, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.66318713, + "White_Blood_Cell_Count": 3.517568561, + "Platelet_Count": 202.3121833, + "Albumin_Level": 4.574040879, + "Alkaline_Phosphatase_Level": 57.3079915, + "Alanine_Aminotransferase_Level": 7.290077927, + "Aspartate_Aminotransferase_Level": 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47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.72345538, + "White_Blood_Cell_Count": 7.71203241, + "Platelet_Count": 237.3223156, + "Albumin_Level": 4.431343348, + "Alkaline_Phosphatase_Level": 76.06484865, + "Alanine_Aminotransferase_Level": 31.21327337, + "Aspartate_Aminotransferase_Level": 27.77010146, + "Creatinine_Level": 1.30868541, + "LDH_Level": 155.38831, + "Calcium_Level": 8.509759855, + "Phosphorus_Level": 4.039318283, + "Glucose_Level": 99.78947334, + "Potassium_Level": 4.665489091, + "Sodium_Level": 136.0062849, + "Smoking_Pack_Years": 96.96512645 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.57633311, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.3680613, + "White_Blood_Cell_Count": 3.95430798, + "Platelet_Count": 267.7241463, + "Albumin_Level": 3.959570469, + "Alkaline_Phosphatase_Level": 53.39292272, + "Alanine_Aminotransferase_Level": 8.844080505, + "Aspartate_Aminotransferase_Level": 42.79660297, + "Creatinine_Level": 1.326196586, + "LDH_Level": 221.8374595, + "Calcium_Level": 8.850984968, + "Phosphorus_Level": 4.85420544, + "Glucose_Level": 95.24547782, + "Potassium_Level": 3.924577089, + "Sodium_Level": 139.9994657, + "Smoking_Pack_Years": 74.39350423 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.6829448, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.9191576, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.64990459, + "White_Blood_Cell_Count": 9.479708995, + "Platelet_Count": 161.5174436, + "Albumin_Level": 4.282965763, + "Alkaline_Phosphatase_Level": 112.8937899, + "Alanine_Aminotransferase_Level": 19.31716507, + "Aspartate_Aminotransferase_Level": 19.21388269, + "Creatinine_Level": 1.193460164, + "LDH_Level": 194.6002434, + "Calcium_Level": 8.803351994, + "Phosphorus_Level": 4.485396607, + "Glucose_Level": 90.37269264, + "Potassium_Level": 3.773662987, + "Sodium_Level": 138.1108147, + "Smoking_Pack_Years": 67.60992732 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.80699633, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.94815697, + "White_Blood_Cell_Count": 6.122686022, + "Platelet_Count": 170.5288882, + "Albumin_Level": 4.553399846, + "Alkaline_Phosphatase_Level": 42.6140256, + "Alanine_Aminotransferase_Level": 36.29671694, + "Aspartate_Aminotransferase_Level": 16.68126601, + "Creatinine_Level": 0.932370897, + "LDH_Level": 149.6500022, + "Calcium_Level": 8.901850301, + "Phosphorus_Level": 2.655223516, + "Glucose_Level": 101.0995212, + "Potassium_Level": 4.296773027, + "Sodium_Level": 144.6168045, + "Smoking_Pack_Years": 29.9848064 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.98280761, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.9933004, + "White_Blood_Cell_Count": 9.253014862, + "Platelet_Count": 167.2775325, + "Albumin_Level": 3.118169716, + "Alkaline_Phosphatase_Level": 73.13971078, + "Alanine_Aminotransferase_Level": 36.99240362, + "Aspartate_Aminotransferase_Level": 14.58216685, + "Creatinine_Level": 1.379404589, + "LDH_Level": 127.9241145, + "Calcium_Level": 10.37887598, + "Phosphorus_Level": 3.47117066, + "Glucose_Level": 97.34092631, + "Potassium_Level": 3.901462176, + "Sodium_Level": 136.3490778, + "Smoking_Pack_Years": 53.22633552 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.601748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.73020541, + "White_Blood_Cell_Count": 6.6274152, + "Platelet_Count": 423.4099483, + "Albumin_Level": 4.916327037, + "Alkaline_Phosphatase_Level": 108.86478, + "Alanine_Aminotransferase_Level": 15.45951638, + "Aspartate_Aminotransferase_Level": 40.16579368, + "Creatinine_Level": 0.706598839, + "LDH_Level": 103.5869455, + "Calcium_Level": 8.964824345, + "Phosphorus_Level": 4.883756666, + "Glucose_Level": 100.9305878, + "Potassium_Level": 4.162231076, + "Sodium_Level": 137.1577256, + "Smoking_Pack_Years": 42.79601474 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.45407296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.05467393, + "White_Blood_Cell_Count": 9.699475888, + "Platelet_Count": 270.2320998, + "Albumin_Level": 3.030614568, + "Alkaline_Phosphatase_Level": 35.19455817, + "Alanine_Aminotransferase_Level": 5.146039798, + "Aspartate_Aminotransferase_Level": 28.65485725, + "Creatinine_Level": 0.635363687, + "LDH_Level": 140.3956389, + "Calcium_Level": 10.25201488, + "Phosphorus_Level": 4.015535423, + "Glucose_Level": 103.0066717, + "Potassium_Level": 3.780690443, + "Sodium_Level": 144.4648048, + "Smoking_Pack_Years": 10.92824525 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.99331447, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.55371478, + "White_Blood_Cell_Count": 9.398732035, + "Platelet_Count": 376.5895913, + "Albumin_Level": 3.93920069, + "Alkaline_Phosphatase_Level": 75.87003492, + "Alanine_Aminotransferase_Level": 7.690804889, + "Aspartate_Aminotransferase_Level": 47.52800667, + "Creatinine_Level": 1.317634827, + "LDH_Level": 158.8201416, + "Calcium_Level": 10.07918352, + "Phosphorus_Level": 4.140680268, + "Glucose_Level": 100.6977097, + "Potassium_Level": 4.859542139, + "Sodium_Level": 142.1550181, + "Smoking_Pack_Years": 14.88174219 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.08598221, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.68217054, + "White_Blood_Cell_Count": 5.549373549, + "Platelet_Count": 208.9361945, + "Albumin_Level": 3.312210149, + "Alkaline_Phosphatase_Level": 116.8902105, + "Alanine_Aminotransferase_Level": 32.17368011, + "Aspartate_Aminotransferase_Level": 10.72235764, + "Creatinine_Level": 0.70643935, + "LDH_Level": 214.6518604, + "Calcium_Level": 8.322127324, + "Phosphorus_Level": 4.340297197, + 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71.58304423, + "Alanine_Aminotransferase_Level": 30.04094993, + "Aspartate_Aminotransferase_Level": 41.3760555, + "Creatinine_Level": 1.175419335, + "LDH_Level": 221.9517117, + "Calcium_Level": 9.193370819, + "Phosphorus_Level": 2.872022046, + "Glucose_Level": 99.67915462, + "Potassium_Level": 4.114041828, + "Sodium_Level": 137.8515465, + "Smoking_Pack_Years": 43.99688476 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.27306989, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.0124636, + "White_Blood_Cell_Count": 7.978868375, + "Platelet_Count": 272.5551773, + "Albumin_Level": 4.512142699, + "Alkaline_Phosphatase_Level": 51.91138138, + "Alanine_Aminotransferase_Level": 32.29965077, + "Aspartate_Aminotransferase_Level": 13.57004183, + "Creatinine_Level": 0.539645009, + "LDH_Level": 159.1848129, + "Calcium_Level": 9.719156457, + "Phosphorus_Level": 4.837655325, + "Glucose_Level": 132.0065913, + "Potassium_Level": 4.48478222, + "Sodium_Level": 139.8673125, + "Smoking_Pack_Years": 46.47329093 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.70487066, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.182833, + "White_Blood_Cell_Count": 5.196965558, + "Platelet_Count": 211.7471205, + "Albumin_Level": 4.695675275, + "Alkaline_Phosphatase_Level": 112.9750328, + "Alanine_Aminotransferase_Level": 36.4942649, + "Aspartate_Aminotransferase_Level": 14.30894187, + "Creatinine_Level": 0.977760391, + "LDH_Level": 153.0869177, + "Calcium_Level": 10.25019469, + "Phosphorus_Level": 3.764160589, + "Glucose_Level": 73.35537656, + "Potassium_Level": 4.986830097, + "Sodium_Level": 135.3458584, + "Smoking_Pack_Years": 69.09334933 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.53992265, + "Tumor_Location": "Upper 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144.7788629, + "Potassium_Level": 4.605135481, + "Sodium_Level": 137.9358741, + "Smoking_Pack_Years": 63.46236758 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.11726534, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.55402919, + "White_Blood_Cell_Count": 9.84060518, + "Platelet_Count": 198.2813323, + "Albumin_Level": 4.807796154, + "Alkaline_Phosphatase_Level": 97.67483538, + "Alanine_Aminotransferase_Level": 35.1674875, + "Aspartate_Aminotransferase_Level": 38.27648419, + "Creatinine_Level": 1.114627352, + "LDH_Level": 197.0285774, + "Calcium_Level": 8.44733763, + "Phosphorus_Level": 4.372556011, + "Glucose_Level": 149.2161659, + "Potassium_Level": 3.701892503, + "Sodium_Level": 142.5485034, + "Smoking_Pack_Years": 96.15437892 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.53375654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.77974352, + "White_Blood_Cell_Count": 7.984608249, + "Platelet_Count": 252.2656517, + "Albumin_Level": 3.077218155, + "Alkaline_Phosphatase_Level": 62.43931716, + "Alanine_Aminotransferase_Level": 14.87006585, + "Aspartate_Aminotransferase_Level": 20.46802836, + "Creatinine_Level": 0.56268171, + "LDH_Level": 191.8619063, + "Calcium_Level": 10.32978241, + "Phosphorus_Level": 4.10990768, + "Glucose_Level": 81.49150431, + "Potassium_Level": 4.534386936, + "Sodium_Level": 137.9750344, + "Smoking_Pack_Years": 89.0124107 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.33577928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.37597231, + "White_Blood_Cell_Count": 3.532974586, + "Platelet_Count": 238.1941875, + "Albumin_Level": 3.388010725, + "Alkaline_Phosphatase_Level": 47.68486042, + "Alanine_Aminotransferase_Level": 13.79873358, + "Aspartate_Aminotransferase_Level": 29.19078793, + "Creatinine_Level": 0.699201596, + "LDH_Level": 163.8069793, + "Calcium_Level": 8.445472194, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.43440293, + "White_Blood_Cell_Count": 3.754656074, + "Platelet_Count": 163.2034877, + "Albumin_Level": 3.432074141, + "Alkaline_Phosphatase_Level": 45.9255213, + "Alanine_Aminotransferase_Level": 29.96846068, + "Aspartate_Aminotransferase_Level": 16.17853623, + "Creatinine_Level": 1.039608949, + "LDH_Level": 133.7245023, + "Calcium_Level": 8.307634566, + "Phosphorus_Level": 4.634722122, + "Glucose_Level": 124.9565795, + "Potassium_Level": 4.995076222, + "Sodium_Level": 143.9834904, + "Smoking_Pack_Years": 78.20161097 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.09527696, + "White_Blood_Cell_Count": 8.778398674, + "Platelet_Count": 407.6135971, + "Albumin_Level": 4.329700798, + "Alkaline_Phosphatase_Level": 43.7980992, + "Alanine_Aminotransferase_Level": 25.97049187, + "Aspartate_Aminotransferase_Level": 44.98832033, + "Creatinine_Level": 1.210190042, + "LDH_Level": 141.0243664, + "Calcium_Level": 9.025598069, + "Phosphorus_Level": 4.315355026, + "Glucose_Level": 89.4553313, + "Potassium_Level": 4.831297999, + "Sodium_Level": 137.7282581, + "Smoking_Pack_Years": 44.78770477 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": 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9.516960092, + "Phosphorus_Level": 4.93551571, + "Glucose_Level": 133.7165502, + "Potassium_Level": 4.360079825, + "Sodium_Level": 138.1007839, + "Smoking_Pack_Years": 39.20154166 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.47604749, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.35994901, + "White_Blood_Cell_Count": 5.627762048, + "Platelet_Count": 312.5483116, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.41406725, + "White_Blood_Cell_Count": 8.60448295, + "Platelet_Count": 423.0417143, + "Albumin_Level": 4.870701708, + "Alkaline_Phosphatase_Level": 55.15430408, + "Alanine_Aminotransferase_Level": 36.16277992, + "Aspartate_Aminotransferase_Level": 37.04416416, + "Creatinine_Level": 1.326996626, + "LDH_Level": 193.1246732, + "Calcium_Level": 8.527682589, + "Phosphorus_Level": 4.328508757, + "Glucose_Level": 74.31912983, + "Potassium_Level": 3.772292502, + "Sodium_Level": 142.653036, + "Smoking_Pack_Years": 9.947148427 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.2078101, + "White_Blood_Cell_Count": 6.51876343, + "Platelet_Count": 198.7344056, + "Albumin_Level": 4.81328031, + "Alkaline_Phosphatase_Level": 73.29954308, + "Alanine_Aminotransferase_Level": 28.16050008, + "Aspartate_Aminotransferase_Level": 11.09334693, + "Creatinine_Level": 0.547538706, + "LDH_Level": 159.6188681, + "Calcium_Level": 8.78337315, + "Phosphorus_Level": 2.817334924, + "Glucose_Level": 143.9923893, + "Potassium_Level": 4.274431039, + "Sodium_Level": 140.740488, + "Smoking_Pack_Years": 19.26128391 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.36979813, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.25545797, + "White_Blood_Cell_Count": 8.821654426, + "Platelet_Count": 234.3670911, + "Albumin_Level": 3.134268323, + "Alkaline_Phosphatase_Level": 88.10518237, + "Alanine_Aminotransferase_Level": 30.12537945, + "Aspartate_Aminotransferase_Level": 22.92678606, + "Creatinine_Level": 1.346301089, + "LDH_Level": 227.7256198, + "Calcium_Level": 9.87455564, + "Phosphorus_Level": 4.072027707, + "Glucose_Level": 112.777059, + "Potassium_Level": 4.218044873, + "Sodium_Level": 139.0509205, + "Smoking_Pack_Years": 66.01597432 + }, + { + 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"White_Blood_Cell_Count": 9.042047899, + "Platelet_Count": 248.9671292, + "Albumin_Level": 3.891902523, + "Alkaline_Phosphatase_Level": 99.6033933, + "Alanine_Aminotransferase_Level": 6.753665676, + "Aspartate_Aminotransferase_Level": 27.67556541, + "Creatinine_Level": 0.82144116, + "LDH_Level": 207.999652, + "Calcium_Level": 8.251336719, + "Phosphorus_Level": 2.572075358, + "Glucose_Level": 118.2231324, + "Potassium_Level": 4.155866466, + "Sodium_Level": 142.1604719, + "Smoking_Pack_Years": 81.19301148 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.07782445, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.11624182, + "White_Blood_Cell_Count": 8.614026268, + "Platelet_Count": 288.2071773, + "Albumin_Level": 3.004936172, + "Alkaline_Phosphatase_Level": 113.9104081, + "Alanine_Aminotransferase_Level": 35.30860663, + "Aspartate_Aminotransferase_Level": 16.45942518, + "Creatinine_Level": 0.943809801, + "LDH_Level": 207.8398826, + "Calcium_Level": 8.881434734, + "Phosphorus_Level": 4.277397868, + "Glucose_Level": 131.937884, + "Potassium_Level": 4.355633793, + "Sodium_Level": 136.143112, + "Smoking_Pack_Years": 84.00647237 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.62388248, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.06690168, + "White_Blood_Cell_Count": 3.922791811, + "Platelet_Count": 178.5492733, + "Albumin_Level": 3.904892205, + "Alkaline_Phosphatase_Level": 35.61548188, + "Alanine_Aminotransferase_Level": 5.63955327, + "Aspartate_Aminotransferase_Level": 42.92610393, + "Creatinine_Level": 1.315453388, + "LDH_Level": 122.9094783, + "Calcium_Level": 9.497206903, + "Phosphorus_Level": 3.534006835, + "Glucose_Level": 122.4313116, + "Potassium_Level": 3.751085582, + "Sodium_Level": 135.2215001, + "Smoking_Pack_Years": 99.44882844 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.79722803, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.17588825, + "White_Blood_Cell_Count": 9.228407166, + "Platelet_Count": 308.8203092, + "Albumin_Level": 4.964665358, + "Alkaline_Phosphatase_Level": 36.78236891, + "Alanine_Aminotransferase_Level": 29.26519897, + "Aspartate_Aminotransferase_Level": 14.66033582, + "Creatinine_Level": 0.781151357, + "LDH_Level": 185.3129923, + "Calcium_Level": 8.514791476, + "Phosphorus_Level": 3.568119116, + "Glucose_Level": 141.5740404, + "Potassium_Level": 4.574089895, + "Sodium_Level": 144.5328338, + "Smoking_Pack_Years": 37.36137901 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.69580158, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.14873303, + "White_Blood_Cell_Count": 4.142276511, + "Platelet_Count": 386.8480803, + "Albumin_Level": 3.316481436, + "Alkaline_Phosphatase_Level": 109.8389661, + "Alanine_Aminotransferase_Level": 24.60908502, + "Aspartate_Aminotransferase_Level": 21.17507148, + "Creatinine_Level": 0.799254657, + "LDH_Level": 162.2447869, + "Calcium_Level": 9.514794004, + "Phosphorus_Level": 2.544048345, + "Glucose_Level": 86.28734037, + "Potassium_Level": 3.986355161, + "Sodium_Level": 141.3813548, + "Smoking_Pack_Years": 83.98538353 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.65977376, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.63897798, + "White_Blood_Cell_Count": 8.670890489, + "Platelet_Count": 252.0432511, + "Albumin_Level": 3.114887992, + "Alkaline_Phosphatase_Level": 44.15553651, + "Alanine_Aminotransferase_Level": 39.31642934, + "Aspartate_Aminotransferase_Level": 42.35130899, + "Creatinine_Level": 1.300584064, + "LDH_Level": 228.0067311, + "Calcium_Level": 9.033126291, + "Phosphorus_Level": 4.934139153, + "Glucose_Level": 104.5616674, + "Potassium_Level": 4.152462825, + "Sodium_Level": 142.35457, + "Smoking_Pack_Years": 89.22384474 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.06497753, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.07648087, + "White_Blood_Cell_Count": 5.023355395, + "Platelet_Count": 244.3361703, + "Albumin_Level": 4.147514652, + "Alkaline_Phosphatase_Level": 34.47625721, + "Alanine_Aminotransferase_Level": 27.15722758, + "Aspartate_Aminotransferase_Level": 12.0977421, + "Creatinine_Level": 1.265442203, + "LDH_Level": 237.5137617, + "Calcium_Level": 10.3719935, + "Phosphorus_Level": 2.555020315, + "Glucose_Level": 75.61723969, + "Potassium_Level": 4.931587706, + "Sodium_Level": 137.500636, + "Smoking_Pack_Years": 69.49793265 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.81753284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.8834148, + "White_Blood_Cell_Count": 6.530538507, + "Platelet_Count": 208.7962211, + "Albumin_Level": 3.283416866, + "Alkaline_Phosphatase_Level": 94.74980847, + "Alanine_Aminotransferase_Level": 30.73734888, + "Aspartate_Aminotransferase_Level": 12.52551648, + "Creatinine_Level": 1.123074004, + "LDH_Level": 219.4193592, + "Calcium_Level": 9.097684, + "Phosphorus_Level": 3.002858909, + "Glucose_Level": 145.3205328, + "Potassium_Level": 4.643334228, + "Sodium_Level": 137.1495937, + "Smoking_Pack_Years": 41.05954018 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.49499513, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.98532505, + "White_Blood_Cell_Count": 8.035926607, + "Platelet_Count": 225.6376912, + "Albumin_Level": 4.283244697, + "Alkaline_Phosphatase_Level": 97.44548129, + "Alanine_Aminotransferase_Level": 37.52985812, + "Aspartate_Aminotransferase_Level": 21.42819475, + "Creatinine_Level": 1.335990661, + "LDH_Level": 161.5823291, + "Calcium_Level": 8.920856922, + "Phosphorus_Level": 4.052448581, + "Glucose_Level": 87.85584722, + "Potassium_Level": 3.814473949, + "Sodium_Level": 135.9213798, + "Smoking_Pack_Years": 96.78101254 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.22682926, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Sodium_Level": 143.9459812, + "Smoking_Pack_Years": 68.16588799 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.98037832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.20067877, + "White_Blood_Cell_Count": 5.08220709, + "Platelet_Count": 295.4126684, + "Albumin_Level": 3.020096428, + "Alkaline_Phosphatase_Level": 55.28369034, + "Alanine_Aminotransferase_Level": 23.35460932, + "Aspartate_Aminotransferase_Level": 11.08497841, + "Creatinine_Level": 0.7281599, + "LDH_Level": 149.1952581, + "Calcium_Level": 9.927639475, + "Phosphorus_Level": 4.330055908, + "Glucose_Level": 127.1280209, + "Potassium_Level": 4.947317097, + "Sodium_Level": 143.848045, + "Smoking_Pack_Years": 9.287258319 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.34236872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.19103085, + "White_Blood_Cell_Count": 4.228622631, + "Platelet_Count": 277.8597643, + "Albumin_Level": 4.694489276, + "Alkaline_Phosphatase_Level": 84.00869531, + "Alanine_Aminotransferase_Level": 28.25185462, + "Aspartate_Aminotransferase_Level": 23.48827993, + "Creatinine_Level": 0.678319872, + "LDH_Level": 236.574834, + "Calcium_Level": 9.402859691, + "Phosphorus_Level": 4.736160698, + "Glucose_Level": 121.1040542, + "Potassium_Level": 3.644933932, + "Sodium_Level": 135.7094932, + "Smoking_Pack_Years": 58.72298296 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.35229408, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.99699982, + "White_Blood_Cell_Count": 5.829662223, + "Platelet_Count": 413.5085252, + "Albumin_Level": 3.583198684, + "Alkaline_Phosphatase_Level": 51.98538345, + "Alanine_Aminotransferase_Level": 13.44121738, + "Aspartate_Aminotransferase_Level": 49.57164923, + "Creatinine_Level": 0.562856588, + "LDH_Level": 172.7983028, + "Calcium_Level": 9.906065266, + "Phosphorus_Level": 3.158947919, + "Glucose_Level": 88.35471253, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.2527219, + "White_Blood_Cell_Count": 8.182194807, + "Platelet_Count": 446.5249973, + "Albumin_Level": 3.800927826, + "Alkaline_Phosphatase_Level": 44.90517322, + "Alanine_Aminotransferase_Level": 17.96710555, + "Aspartate_Aminotransferase_Level": 33.79047153, + "Creatinine_Level": 0.799803679, + "LDH_Level": 174.0210038, + "Calcium_Level": 10.12336704, + "Phosphorus_Level": 4.928391858, + "Glucose_Level": 100.550052, + "Potassium_Level": 4.708967165, + "Sodium_Level": 139.438089, + "Smoking_Pack_Years": 89.09336271 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.00799743, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.09458337, + "White_Blood_Cell_Count": 8.818060024, + "Platelet_Count": 246.5628395, + "Albumin_Level": 4.778558188, + "Alkaline_Phosphatase_Level": 49.89264138, + "Alanine_Aminotransferase_Level": 6.224089734, + "Aspartate_Aminotransferase_Level": 17.13035715, + "Creatinine_Level": 0.81794883, + "LDH_Level": 217.4778957, + "Calcium_Level": 9.425978706, + "Phosphorus_Level": 2.831880649, + "Glucose_Level": 92.27273965, + "Potassium_Level": 4.214228705, 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35.69321382, + "Aspartate_Aminotransferase_Level": 20.06105524, + "Creatinine_Level": 0.680213538, + "LDH_Level": 127.0003089, + "Calcium_Level": 8.699990872, + "Phosphorus_Level": 2.683975818, + "Glucose_Level": 101.991201, + "Potassium_Level": 3.614819295, + "Sodium_Level": 144.5457159, + "Smoking_Pack_Years": 52.29009798 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.7235157, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.46345491, + "White_Blood_Cell_Count": 6.768983971, + "Platelet_Count": 325.4209706, + "Albumin_Level": 4.431805886, + "Alkaline_Phosphatase_Level": 76.16399986, + "Alanine_Aminotransferase_Level": 32.1046948, + "Aspartate_Aminotransferase_Level": 47.43665359, + "Creatinine_Level": 1.051723175, + "LDH_Level": 189.3546979, + "Calcium_Level": 10.18961753, + "Phosphorus_Level": 3.54403367, + "Glucose_Level": 138.3194901, + "Potassium_Level": 4.111449115, + "Sodium_Level": 139.6181913, + "Smoking_Pack_Years": 30.24080454 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.62096647, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.67258985, + "White_Blood_Cell_Count": 3.809886875, + "Platelet_Count": 334.0177981, + "Albumin_Level": 3.26787624, + "Alkaline_Phosphatase_Level": 83.28857669, + "Alanine_Aminotransferase_Level": 7.100507486, + "Aspartate_Aminotransferase_Level": 35.01735308, + "Creatinine_Level": 1.221784928, + "LDH_Level": 212.1120907, + "Calcium_Level": 9.793974477, + "Phosphorus_Level": 4.15052301, + "Glucose_Level": 145.3543172, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.42871721, + "White_Blood_Cell_Count": 3.991073231, + "Platelet_Count": 169.2622013, + "Albumin_Level": 3.778121223, + "Alkaline_Phosphatase_Level": 106.7765389, + "Alanine_Aminotransferase_Level": 25.66671442, + "Aspartate_Aminotransferase_Level": 33.10667538, + "Creatinine_Level": 1.227072134, + "LDH_Level": 226.5478851, + "Calcium_Level": 9.498362041, + "Phosphorus_Level": 2.846754048, + "Glucose_Level": 129.7730048, + "Potassium_Level": 4.296851645, + "Sodium_Level": 139.9703508, + "Smoking_Pack_Years": 61.2037399 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.70959799, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.7442751, + "White_Blood_Cell_Count": 3.526112442, + "Platelet_Count": 338.5924622, + "Albumin_Level": 4.080078876, + "Alkaline_Phosphatase_Level": 94.57367458, + "Alanine_Aminotransferase_Level": 12.1310582, + "Aspartate_Aminotransferase_Level": 44.38730162, + "Creatinine_Level": 1.303491126, + "LDH_Level": 128.5429711, + "Calcium_Level": 8.890448921, + "Phosphorus_Level": 4.152797815, + "Glucose_Level": 142.4074706, + "Potassium_Level": 4.462149141, + "Sodium_Level": 140.9575088, + "Smoking_Pack_Years": 37.1556971 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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42.99519294, + "Creatinine_Level": 1.49511857, + "LDH_Level": 235.7917522, + "Calcium_Level": 9.35472061, + "Phosphorus_Level": 3.801449576, + "Glucose_Level": 71.27554446, + "Potassium_Level": 3.996287165, + "Sodium_Level": 144.3543483, + "Smoking_Pack_Years": 28.98534824 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.96275393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.2946951, + "White_Blood_Cell_Count": 3.90020164, + "Platelet_Count": 186.0290113, + "Albumin_Level": 3.745706358, + "Alkaline_Phosphatase_Level": 71.73095601, + "Alanine_Aminotransferase_Level": 29.03987854, + "Aspartate_Aminotransferase_Level": 12.64753423, + "Creatinine_Level": 0.648430326, + "LDH_Level": 123.2780268, + "Calcium_Level": 8.455278133, + "Phosphorus_Level": 3.334354038, + "Glucose_Level": 94.46066891, + "Potassium_Level": 4.927995928, + "Sodium_Level": 141.0588482, + "Smoking_Pack_Years": 60.81928104 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.42397646, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.433168, + "White_Blood_Cell_Count": 6.021568198, + "Platelet_Count": 265.4433676, + "Albumin_Level": 3.966675682, + "Alkaline_Phosphatase_Level": 61.58911391, + "Alanine_Aminotransferase_Level": 8.25717214, + "Aspartate_Aminotransferase_Level": 11.35376363, + "Creatinine_Level": 0.726065716, + "LDH_Level": 142.7341927, + "Calcium_Level": 9.204947758, + "Phosphorus_Level": 4.332165545, + "Glucose_Level": 78.9833875, + "Potassium_Level": 4.51821791, + "Sodium_Level": 140.5289235, + "Smoking_Pack_Years": 2.64754088 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.34741975, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.62231626, + "White_Blood_Cell_Count": 9.182557958, + "Platelet_Count": 399.9004967, + "Albumin_Level": 3.903729004, + "Alkaline_Phosphatase_Level": 116.0897602, + "Alanine_Aminotransferase_Level": 20.00387783, + "Aspartate_Aminotransferase_Level": 41.4881445, + "Creatinine_Level": 1.000664587, + "LDH_Level": 182.0342402, + "Calcium_Level": 9.494882798, + "Phosphorus_Level": 4.106089443, + "Glucose_Level": 80.09089723, + "Potassium_Level": 3.971093685, + "Sodium_Level": 135.9383993, + "Smoking_Pack_Years": 94.31416556 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.75780851, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.37580873, + "White_Blood_Cell_Count": 9.392215704, + "Platelet_Count": 243.5388313, + "Albumin_Level": 3.613777194, + "Alkaline_Phosphatase_Level": 45.57113022, + "Alanine_Aminotransferase_Level": 17.97058879, + "Aspartate_Aminotransferase_Level": 22.81415659, + "Creatinine_Level": 1.019647711, + "LDH_Level": 146.9756183, + "Calcium_Level": 8.269712263, + "Phosphorus_Level": 3.626155339, + "Glucose_Level": 124.8171357, + "Potassium_Level": 4.400843739, + "Sodium_Level": 136.1915904, + "Smoking_Pack_Years": 23.84825954 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.2988754, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.32859799, + "White_Blood_Cell_Count": 8.861619863, + "Platelet_Count": 172.8511264, + "Albumin_Level": 4.099438238, + "Alkaline_Phosphatase_Level": 62.57066227, + "Alanine_Aminotransferase_Level": 35.30562542, + "Aspartate_Aminotransferase_Level": 20.92444733, + "Creatinine_Level": 0.963619114, + "LDH_Level": 100.6653474, + "Calcium_Level": 9.155502477, + "Phosphorus_Level": 3.008399225, + "Glucose_Level": 102.3783173, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.40832779, + "White_Blood_Cell_Count": 7.481720766, + "Platelet_Count": 208.8521846, + "Albumin_Level": 4.904749235, + "Alkaline_Phosphatase_Level": 31.2869487, + "Alanine_Aminotransferase_Level": 5.132344368, + "Aspartate_Aminotransferase_Level": 40.22865313, + "Creatinine_Level": 0.70456931, + "LDH_Level": 142.2464603, + "Calcium_Level": 9.073184233, + "Phosphorus_Level": 4.849555514, + "Glucose_Level": 128.9962191, + "Potassium_Level": 3.503309006, + "Sodium_Level": 135.01871, + "Smoking_Pack_Years": 61.51067311 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.21473698, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.82044944, + "White_Blood_Cell_Count": 5.10577934, + "Platelet_Count": 347.6591605, + "Albumin_Level": 3.302814516, + "Alkaline_Phosphatase_Level": 39.18407329, + "Alanine_Aminotransferase_Level": 36.25302242, + "Aspartate_Aminotransferase_Level": 35.60985061, + "Creatinine_Level": 0.912677248, + "LDH_Level": 111.3115027, + "Calcium_Level": 9.142643926, + "Phosphorus_Level": 3.474104518, + "Glucose_Level": 72.60663989, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 25.27299395, + "Aspartate_Aminotransferase_Level": 38.99801098, + "Creatinine_Level": 1.292613638, + "LDH_Level": 100.3490474, + "Calcium_Level": 8.942960006, + "Phosphorus_Level": 3.021890644, + "Glucose_Level": 112.4913129, + "Potassium_Level": 4.540739546, + "Sodium_Level": 144.2134274, + "Smoking_Pack_Years": 60.09239732 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.20382298, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.08247118, + "White_Blood_Cell_Count": 5.057927304, + "Platelet_Count": 307.540627, + "Albumin_Level": 4.983124462, + "Alkaline_Phosphatase_Level": 36.81957835, + "Alanine_Aminotransferase_Level": 37.79281645, + "Aspartate_Aminotransferase_Level": 13.05146979, + "Creatinine_Level": 1.354436103, + "LDH_Level": 176.4971437, + "Calcium_Level": 8.126145552, + "Phosphorus_Level": 4.929577211, + "Glucose_Level": 148.2832781, + "Potassium_Level": 4.465870416, + "Sodium_Level": 141.2562942, + "Smoking_Pack_Years": 5.583387932 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.37260598, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.14637627, + "White_Blood_Cell_Count": 7.92044896, + "Platelet_Count": 440.7318546, + "Albumin_Level": 4.313310605, + "Alkaline_Phosphatase_Level": 116.6745267, + "Alanine_Aminotransferase_Level": 14.3309938, + "Aspartate_Aminotransferase_Level": 10.09933041, + "Creatinine_Level": 1.45718429, + "LDH_Level": 207.4015206, + "Calcium_Level": 9.797723132, + "Phosphorus_Level": 4.374213058, + "Glucose_Level": 132.4048391, + "Potassium_Level": 3.62650798, + "Sodium_Level": 141.4202107, + "Smoking_Pack_Years": 96.31708019 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.59804965, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.17323135, + "White_Blood_Cell_Count": 7.51613368, + "Platelet_Count": 431.3909531, + "Albumin_Level": 4.50835979, + "Alkaline_Phosphatase_Level": 38.72561414, + "Alanine_Aminotransferase_Level": 33.29449378, + "Aspartate_Aminotransferase_Level": 20.13965509, + "Creatinine_Level": 0.722107607, + "LDH_Level": 111.55766, + "Calcium_Level": 8.479906358, + "Phosphorus_Level": 4.788254813, + "Glucose_Level": 102.0398935, + "Potassium_Level": 4.940188686, + "Sodium_Level": 142.5325482, + "Smoking_Pack_Years": 46.94067665 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.38183152, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.29147773, + "White_Blood_Cell_Count": 7.922399678, + "Platelet_Count": 258.844312, + "Albumin_Level": 3.924701897, + "Alkaline_Phosphatase_Level": 69.04191712, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.7703314, + "White_Blood_Cell_Count": 9.190214514, + "Platelet_Count": 191.4022448, + "Albumin_Level": 3.908148121, + "Alkaline_Phosphatase_Level": 33.67501053, + "Alanine_Aminotransferase_Level": 5.969868352, + "Aspartate_Aminotransferase_Level": 10.77645754, + "Creatinine_Level": 1.051225263, + "LDH_Level": 217.2874814, + "Calcium_Level": 10.34853935, + "Phosphorus_Level": 3.816877144, + "Glucose_Level": 131.3092743, + "Potassium_Level": 4.587815621, + "Sodium_Level": 138.5062629, + "Smoking_Pack_Years": 1.986291224 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.67373824, + "Tumor_Location": 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138.6862159, + "Potassium_Level": 4.514327216, + "Sodium_Level": 143.7290755, + "Smoking_Pack_Years": 57.15999739 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.81831439, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.30148166, + "White_Blood_Cell_Count": 8.860012129, + "Platelet_Count": 357.6213736, + "Albumin_Level": 3.358008359, + "Alkaline_Phosphatase_Level": 82.28062566, + "Alanine_Aminotransferase_Level": 35.84520078, + "Aspartate_Aminotransferase_Level": 42.33208498, + "Creatinine_Level": 1.164060413, + "LDH_Level": 199.2938321, + "Calcium_Level": 9.09734482, + "Phosphorus_Level": 3.370286636, + "Glucose_Level": 143.7841139, + "Potassium_Level": 3.904324429, + "Sodium_Level": 135.679469, + "Smoking_Pack_Years": 22.29506458 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.43588216, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.34702756, + "White_Blood_Cell_Count": 8.307863959, + "Platelet_Count": 319.2630546, + "Albumin_Level": 3.46264789, + "Alkaline_Phosphatase_Level": 94.64187307, + "Alanine_Aminotransferase_Level": 26.7972174, + "Aspartate_Aminotransferase_Level": 13.24757556, + "Creatinine_Level": 1.369868382, + "LDH_Level": 174.267692, + "Calcium_Level": 8.226113383, + "Phosphorus_Level": 4.0254, + "Glucose_Level": 83.54485725, + "Potassium_Level": 4.184104993, + "Sodium_Level": 135.7069366, + "Smoking_Pack_Years": 7.853888509 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.38332865, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.70388792, + "White_Blood_Cell_Count": 5.992678484, + "Platelet_Count": 271.7780447, + "Albumin_Level": 3.136508458, + "Alkaline_Phosphatase_Level": 95.58778774, + "Alanine_Aminotransferase_Level": 21.52055498, + "Aspartate_Aminotransferase_Level": 25.44465431, + "Creatinine_Level": 1.363616114, + "LDH_Level": 181.2820383, + "Calcium_Level": 10.28625483, + "Phosphorus_Level": 2.683496, + "Glucose_Level": 108.2784185, + "Potassium_Level": 4.504384953, + "Sodium_Level": 139.1230691, + "Smoking_Pack_Years": 49.29927149 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.94554779, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.96661829, + "White_Blood_Cell_Count": 5.301839073, + "Platelet_Count": 393.0951416, + "Albumin_Level": 3.125845313, + "Alkaline_Phosphatase_Level": 58.38039672, + "Alanine_Aminotransferase_Level": 15.90074349, + "Aspartate_Aminotransferase_Level": 16.87178253, + "Creatinine_Level": 1.394851856, + "LDH_Level": 247.1590621, + "Calcium_Level": 10.15277672, + "Phosphorus_Level": 3.128394297, + "Glucose_Level": 99.82346585, + "Potassium_Level": 4.981165274, + "Sodium_Level": 135.3530387, + "Smoking_Pack_Years": 53.46221377 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.58195346, + "Tumor_Location": 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144.2376194, + "Potassium_Level": 4.602416509, + "Sodium_Level": 136.0132361, + "Smoking_Pack_Years": 15.32687431 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.38683266, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.47519009, + "White_Blood_Cell_Count": 6.889448242, + "Platelet_Count": 180.641756, + "Albumin_Level": 3.964347389, + "Alkaline_Phosphatase_Level": 93.02209321, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.46439874, + "White_Blood_Cell_Count": 3.856201704, + "Platelet_Count": 413.8561925, + "Albumin_Level": 4.262966705, + "Alkaline_Phosphatase_Level": 52.352838, + "Alanine_Aminotransferase_Level": 17.47752715, + "Aspartate_Aminotransferase_Level": 35.1372971, + "Creatinine_Level": 0.991929003, + "LDH_Level": 165.1479142, + "Calcium_Level": 9.813107877, + "Phosphorus_Level": 2.799894448, + "Glucose_Level": 105.9605341, + "Potassium_Level": 3.751692284, + "Sodium_Level": 135.9267664, + "Smoking_Pack_Years": 0.641001976 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.14685636, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.62104446, + "White_Blood_Cell_Count": 7.61085869, + "Platelet_Count": 295.9030776, + "Albumin_Level": 3.381803352, + "Alkaline_Phosphatase_Level": 87.9695313, + "Alanine_Aminotransferase_Level": 22.48739108, + "Aspartate_Aminotransferase_Level": 29.56953117, + "Creatinine_Level": 0.602719353, + "LDH_Level": 160.3813866, + "Calcium_Level": 9.55323234, + "Phosphorus_Level": 4.898382302, + "Glucose_Level": 142.1170431, + "Potassium_Level": 3.579881113, + "Sodium_Level": 136.7569595, + "Smoking_Pack_Years": 97.86426703 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.96037544, + "White_Blood_Cell_Count": 6.32615182, + "Platelet_Count": 208.924565, + "Albumin_Level": 4.169062691, + "Alkaline_Phosphatase_Level": 94.16714381, + "Alanine_Aminotransferase_Level": 10.31811343, + "Aspartate_Aminotransferase_Level": 21.48513494, + "Creatinine_Level": 1.172630833, + "LDH_Level": 174.6276577, + "Calcium_Level": 10.16835672, + "Phosphorus_Level": 3.714158693, + "Glucose_Level": 132.0709745, + "Potassium_Level": 4.365963811, + "Sodium_Level": 143.7197436, + "Smoking_Pack_Years": 12.10681225 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": 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9.481045799, + "Phosphorus_Level": 3.184729996, + "Glucose_Level": 148.8561984, + "Potassium_Level": 3.96616311, + "Sodium_Level": 144.2748173, + "Smoking_Pack_Years": 99.14877888 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.01227161, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.38335374, + "White_Blood_Cell_Count": 3.883814603, + "Platelet_Count": 276.5305416, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.877699, + "White_Blood_Cell_Count": 5.201824162, + "Platelet_Count": 381.443854, + "Albumin_Level": 3.915926444, + "Alkaline_Phosphatase_Level": 41.18984232, + "Alanine_Aminotransferase_Level": 21.26097781, + "Aspartate_Aminotransferase_Level": 17.80437515, + "Creatinine_Level": 1.144395772, + "LDH_Level": 170.5872701, + "Calcium_Level": 10.34532911, + "Phosphorus_Level": 3.634865408, + "Glucose_Level": 139.622242, + "Potassium_Level": 3.572669591, + "Sodium_Level": 137.7064424, + "Smoking_Pack_Years": 43.54312341 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.66661285, + "White_Blood_Cell_Count": 5.676743782, + "Platelet_Count": 206.1967183, + "Albumin_Level": 4.210344222, + "Alkaline_Phosphatase_Level": 84.41188387, + "Alanine_Aminotransferase_Level": 28.4279066, + "Aspartate_Aminotransferase_Level": 12.99545126, + "Creatinine_Level": 0.578119713, + "LDH_Level": 247.115939, + "Calcium_Level": 9.753983926, + "Phosphorus_Level": 3.550523435, + "Glucose_Level": 135.7568671, + "Potassium_Level": 4.971779625, + "Sodium_Level": 144.8964816, + "Smoking_Pack_Years": 63.90651087 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.17881067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.62760139, + "White_Blood_Cell_Count": 3.775285248, + "Platelet_Count": 177.8735037, + "Albumin_Level": 3.160041316, + "Alkaline_Phosphatase_Level": 95.21661483, + "Alanine_Aminotransferase_Level": 17.8700579, + "Aspartate_Aminotransferase_Level": 41.45433473, + "Creatinine_Level": 1.283802348, + "LDH_Level": 213.6018655, + "Calcium_Level": 9.579592617, + "Phosphorus_Level": 3.923074792, + "Glucose_Level": 76.63463199, + "Potassium_Level": 4.046120448, + "Sodium_Level": 138.9451145, + "Smoking_Pack_Years": 99.26628001 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.51726391, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.02512098, + "White_Blood_Cell_Count": 8.789087357, + "Platelet_Count": 270.642173, + "Albumin_Level": 3.286328748, + "Alkaline_Phosphatase_Level": 66.61953141, + "Alanine_Aminotransferase_Level": 36.57365463, + "Aspartate_Aminotransferase_Level": 12.87822989, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.92764652, + "White_Blood_Cell_Count": 6.355837968, + "Platelet_Count": 396.0175223, + "Albumin_Level": 3.83116751, + "Alkaline_Phosphatase_Level": 84.47573451, + "Alanine_Aminotransferase_Level": 24.6946415, + "Aspartate_Aminotransferase_Level": 42.92882577, + "Creatinine_Level": 1.064591903, + "LDH_Level": 246.4720434, + "Calcium_Level": 8.94602731, + "Phosphorus_Level": 4.586282784, + "Glucose_Level": 99.58413702, + "Potassium_Level": 3.972719721, + "Sodium_Level": 136.4847615, + "Smoking_Pack_Years": 70.67701274 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.20502869, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.57544582, + "White_Blood_Cell_Count": 5.771113462, + "Platelet_Count": 416.6558404, + "Albumin_Level": 3.307614955, + "Alkaline_Phosphatase_Level": 55.0887122, + "Alanine_Aminotransferase_Level": 15.52369545, + "Aspartate_Aminotransferase_Level": 10.90346574, + "Creatinine_Level": 1.427849028, + "LDH_Level": 161.3505863, + "Calcium_Level": 9.901534926, + "Phosphorus_Level": 3.750695371, + "Glucose_Level": 83.98154135, + "Potassium_Level": 4.670687232, + "Sodium_Level": 138.3997881, + "Smoking_Pack_Years": 70.86694773 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.45834626, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.69934791, + "White_Blood_Cell_Count": 7.227008118, + "Platelet_Count": 294.2461106, + "Albumin_Level": 3.088813735, + "Alkaline_Phosphatase_Level": 86.42426044, + "Alanine_Aminotransferase_Level": 26.10873381, + "Aspartate_Aminotransferase_Level": 23.25060494, + "Creatinine_Level": 1.037095182, + "LDH_Level": 154.6907704, + "Calcium_Level": 8.119328506, + "Phosphorus_Level": 3.782147548, + "Glucose_Level": 145.9468351, + "Potassium_Level": 3.702398229, + "Sodium_Level": 143.707698, + "Smoking_Pack_Years": 64.0096837 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.92713048, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.18247051, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.52207894, + "White_Blood_Cell_Count": 7.256372438, + "Platelet_Count": 347.2036592, + "Albumin_Level": 4.534372324, + "Alkaline_Phosphatase_Level": 101.1657582, + "Alanine_Aminotransferase_Level": 10.05240039, + "Aspartate_Aminotransferase_Level": 17.80072919, + "Creatinine_Level": 0.998823581, + "LDH_Level": 241.9237617, + "Calcium_Level": 8.561498183, + "Phosphorus_Level": 4.781661565, + "Glucose_Level": 87.73715818, + "Potassium_Level": 3.783190227, + "Sodium_Level": 141.1611568, + "Smoking_Pack_Years": 78.61215524 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.91404797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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140.2043249, + "Smoking_Pack_Years": 31.24120315 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.59635744, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.94766907, + "White_Blood_Cell_Count": 8.311318917, + "Platelet_Count": 440.9454698, + "Albumin_Level": 4.891586705, + "Alkaline_Phosphatase_Level": 64.04429011, + "Alanine_Aminotransferase_Level": 6.659333991, + "Aspartate_Aminotransferase_Level": 46.84675255, + "Creatinine_Level": 1.305341399, + "LDH_Level": 229.036261, + "Calcium_Level": 9.270675852, + "Phosphorus_Level": 4.03179168, + "Glucose_Level": 116.7381711, + "Potassium_Level": 4.090100262, + "Sodium_Level": 142.0407351, + "Smoking_Pack_Years": 75.34655791 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.80011808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.26293347, + "White_Blood_Cell_Count": 7.678941287, + "Platelet_Count": 396.443962, + "Albumin_Level": 3.67440816, + "Alkaline_Phosphatase_Level": 76.01799312, + "Alanine_Aminotransferase_Level": 5.560315179, + "Aspartate_Aminotransferase_Level": 20.10920348, + "Creatinine_Level": 0.73642841, + "LDH_Level": 164.279714, + "Calcium_Level": 9.099424783, + "Phosphorus_Level": 2.521541328, + "Glucose_Level": 81.26254091, + "Potassium_Level": 4.154561139, + "Sodium_Level": 137.7403887, + "Smoking_Pack_Years": 14.92621431 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.69701752, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.7072342, + "White_Blood_Cell_Count": 9.224447176, + "Platelet_Count": 231.7671581, + "Albumin_Level": 4.004953503, + "Alkaline_Phosphatase_Level": 90.68292744, + "Alanine_Aminotransferase_Level": 20.66417324, + "Aspartate_Aminotransferase_Level": 33.49330573, + "Creatinine_Level": 0.563526957, + "LDH_Level": 170.6957141, + "Calcium_Level": 10.27238138, + "Phosphorus_Level": 4.845157205, + "Glucose_Level": 141.7892964, + "Potassium_Level": 3.9673805, + 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37.18405397, + "Aspartate_Aminotransferase_Level": 40.96232601, + "Creatinine_Level": 1.178656961, + "LDH_Level": 204.3333963, + "Calcium_Level": 8.778984369, + "Phosphorus_Level": 2.75003938, + "Glucose_Level": 103.7686887, + "Potassium_Level": 3.742372531, + "Sodium_Level": 141.3750423, + "Smoking_Pack_Years": 18.54523519 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.98589753, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 75, + 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.493684, + "White_Blood_Cell_Count": 4.024429984, + "Platelet_Count": 308.7654607, + "Albumin_Level": 3.856358238, + "Alkaline_Phosphatase_Level": 64.81800381, + "Alanine_Aminotransferase_Level": 13.25744826, + "Aspartate_Aminotransferase_Level": 14.15700029, + "Creatinine_Level": 0.83285944, + "LDH_Level": 164.2838549, + "Calcium_Level": 10.45971542, + "Phosphorus_Level": 3.730386206, + "Glucose_Level": 100.0185232, + "Potassium_Level": 4.82743605, + "Sodium_Level": 141.9770436, + "Smoking_Pack_Years": 48.53753675 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.04795328, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.58662226, + "White_Blood_Cell_Count": 9.622012707, + "Platelet_Count": 226.2220328, + "Albumin_Level": 3.685834037, + "Alkaline_Phosphatase_Level": 92.63364761, + "Alanine_Aminotransferase_Level": 18.2372238, + "Aspartate_Aminotransferase_Level": 20.58807001, + "Creatinine_Level": 1.232401822, + "LDH_Level": 168.209788, + "Calcium_Level": 8.572951267, + "Phosphorus_Level": 3.295209446, + "Glucose_Level": 84.62845598, + "Potassium_Level": 4.441449519, 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34.55572784, + "Aspartate_Aminotransferase_Level": 13.42759583, + "Creatinine_Level": 0.621601239, + "LDH_Level": 146.2338173, + "Calcium_Level": 9.221353622, + "Phosphorus_Level": 2.592239776, + "Glucose_Level": 73.5902346, + "Potassium_Level": 4.912605421, + "Sodium_Level": 139.0593951, + "Smoking_Pack_Years": 7.608006898 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.57202085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 61, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.52445365, + "White_Blood_Cell_Count": 3.553741052, + "Platelet_Count": 182.1098805, + "Albumin_Level": 4.180226656, + "Alkaline_Phosphatase_Level": 63.50503115, + "Alanine_Aminotransferase_Level": 29.70758257, + "Aspartate_Aminotransferase_Level": 41.53150913, + "Creatinine_Level": 1.19331402, + "LDH_Level": 170.3961461, + "Calcium_Level": 10.13029752, + "Phosphorus_Level": 2.682116148, + "Glucose_Level": 81.57494986, + "Potassium_Level": 4.556574638, + "Sodium_Level": 141.0005846, + "Smoking_Pack_Years": 20.26635796 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.62101696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.06397782, + "White_Blood_Cell_Count": 9.284861427, + "Platelet_Count": 367.2406216, + "Albumin_Level": 4.051583675, + "Alkaline_Phosphatase_Level": 31.87566299, + "Alanine_Aminotransferase_Level": 31.39808514, + "Aspartate_Aminotransferase_Level": 22.26388539, + "Creatinine_Level": 1.300597399, + "LDH_Level": 228.2256552, + "Calcium_Level": 9.674604778, + "Phosphorus_Level": 2.642753325, + "Glucose_Level": 84.42296759, + "Potassium_Level": 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27.06796983, + "Aspartate_Aminotransferase_Level": 32.4751459, + "Creatinine_Level": 1.122665919, + "LDH_Level": 242.4048915, + "Calcium_Level": 10.31320478, + "Phosphorus_Level": 3.456904302, + "Glucose_Level": 115.2353711, + "Potassium_Level": 4.699351563, + "Sodium_Level": 139.7617909, + "Smoking_Pack_Years": 51.90665113 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.8593498, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.40251379, + "White_Blood_Cell_Count": 5.087808652, + "Platelet_Count": 258.5465583, + "Albumin_Level": 3.729047735, + "Alkaline_Phosphatase_Level": 61.95313886, + "Alanine_Aminotransferase_Level": 30.85640359, + "Aspartate_Aminotransferase_Level": 34.90608531, + "Creatinine_Level": 1.342628257, + "LDH_Level": 233.1716379, + "Calcium_Level": 8.427354072, + "Phosphorus_Level": 3.874891796, + "Glucose_Level": 141.4609515, + "Potassium_Level": 4.26163372, + "Sodium_Level": 137.4544736, + "Smoking_Pack_Years": 80.1585603 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.03432898, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.27946697, + "White_Blood_Cell_Count": 3.538478182, + "Platelet_Count": 384.5506792, + "Albumin_Level": 4.419317938, + "Alkaline_Phosphatase_Level": 87.35985957, + "Alanine_Aminotransferase_Level": 26.4724184, + "Aspartate_Aminotransferase_Level": 33.48807647, + "Creatinine_Level": 1.454682734, + "LDH_Level": 101.2452792, + "Calcium_Level": 9.70577486, + "Phosphorus_Level": 4.213235667, + "Glucose_Level": 111.0398382, + "Potassium_Level": 4.222313441, + "Sodium_Level": 137.2448996, + "Smoking_Pack_Years": 2.971655586 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.25935835, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.95131924, + "White_Blood_Cell_Count": 4.997088882, + "Platelet_Count": 374.2664762, + "Albumin_Level": 3.334250556, + "Alkaline_Phosphatase_Level": 103.5665488, + "Alanine_Aminotransferase_Level": 16.37198378, + "Aspartate_Aminotransferase_Level": 16.29737517, + "Creatinine_Level": 1.171965825, + "LDH_Level": 165.8162319, + "Calcium_Level": 8.647259965, + "Phosphorus_Level": 3.344986751, + "Glucose_Level": 126.4416, + "Potassium_Level": 3.813827563, + "Sodium_Level": 135.5235151, + "Smoking_Pack_Years": 0.996058394 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.27215852, + "Tumor_Location": "Upper 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"Glucose_Level": 102.3563791, + "Potassium_Level": 3.742677759, + "Sodium_Level": 141.5996628, + "Smoking_Pack_Years": 56.59838902 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.98911895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.60876568, + "White_Blood_Cell_Count": 7.682697027, + "Platelet_Count": 401.9232797, + "Albumin_Level": 4.794702205, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.61984655, + "White_Blood_Cell_Count": 5.559852365, + "Platelet_Count": 193.9338863, + "Albumin_Level": 4.488741718, + "Alkaline_Phosphatase_Level": 64.03158966, + "Alanine_Aminotransferase_Level": 33.71315619, + "Aspartate_Aminotransferase_Level": 41.87447384, + "Creatinine_Level": 0.955723173, + "LDH_Level": 156.5938983, + "Calcium_Level": 8.540293078, + "Phosphorus_Level": 4.133237679, + "Glucose_Level": 103.4240098, + "Potassium_Level": 4.402166585, + "Sodium_Level": 135.6496016, + "Smoking_Pack_Years": 80.98324679 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.22119706, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.99058738, + "White_Blood_Cell_Count": 4.703425353, + "Platelet_Count": 182.0153438, + "Albumin_Level": 3.025290311, + "Alkaline_Phosphatase_Level": 119.2130365, + "Alanine_Aminotransferase_Level": 10.3387357, + "Aspartate_Aminotransferase_Level": 30.32150227, + "Creatinine_Level": 0.805053208, + "LDH_Level": 219.1473398, + "Calcium_Level": 8.412874079, + "Phosphorus_Level": 3.601818216, + "Glucose_Level": 123.658195, + "Potassium_Level": 3.750730781, + "Sodium_Level": 144.9395723, + "Smoking_Pack_Years": 53.30679503 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.2040159, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.99565738, + "White_Blood_Cell_Count": 7.467517969, + "Platelet_Count": 446.8020708, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.70807471, + "White_Blood_Cell_Count": 3.792864469, + "Platelet_Count": 275.9470848, + "Albumin_Level": 4.960065688, + "Alkaline_Phosphatase_Level": 30.46693861, + "Alanine_Aminotransferase_Level": 8.944964699, + "Aspartate_Aminotransferase_Level": 26.05739533, + "Creatinine_Level": 0.976628268, + "LDH_Level": 199.2634023, + "Calcium_Level": 10.04832038, + "Phosphorus_Level": 4.39907854, + "Glucose_Level": 93.29532231, + "Potassium_Level": 4.671066832, + "Sodium_Level": 141.8295036, + "Smoking_Pack_Years": 88.07672976 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.9551545, + "White_Blood_Cell_Count": 5.953734036, + "Platelet_Count": 298.4551859, + "Albumin_Level": 3.312148983, + "Alkaline_Phosphatase_Level": 70.74355025, + "Alanine_Aminotransferase_Level": 11.93060188, + "Aspartate_Aminotransferase_Level": 15.98009942, + "Creatinine_Level": 0.509094311, + "LDH_Level": 248.2476115, + "Calcium_Level": 9.058269369, + "Phosphorus_Level": 2.569437565, + "Glucose_Level": 105.6658081, + "Potassium_Level": 3.663265798, + "Sodium_Level": 144.9797752, + "Smoking_Pack_Years": 29.63692492 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.59496, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.14109424, + "White_Blood_Cell_Count": 9.169444569, + "Platelet_Count": 404.6065746, + "Albumin_Level": 3.49449601, + "Alkaline_Phosphatase_Level": 68.00906208, + "Alanine_Aminotransferase_Level": 23.76261952, + "Aspartate_Aminotransferase_Level": 38.73576345, + "Creatinine_Level": 1.238318871, + "LDH_Level": 113.5299788, + "Calcium_Level": 10.02169178, + "Phosphorus_Level": 4.033864276, + "Glucose_Level": 70.13491636, + "Potassium_Level": 3.634726271, + "Sodium_Level": 140.4841962, + "Smoking_Pack_Years": 95.43875476 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.84414796, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.70149325, + "White_Blood_Cell_Count": 5.696847488, + "Platelet_Count": 280.0329395, + "Albumin_Level": 3.405753948, + "Alkaline_Phosphatase_Level": 87.99823277, + "Alanine_Aminotransferase_Level": 17.11415204, + "Aspartate_Aminotransferase_Level": 11.31105439, + "Creatinine_Level": 1.152821404, + "LDH_Level": 161.7150773, + "Calcium_Level": 8.733893785, + "Phosphorus_Level": 3.003685027, + "Glucose_Level": 100.0484413, + "Potassium_Level": 4.103324697, + "Sodium_Level": 136.2031562, + "Smoking_Pack_Years": 14.64616549 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.37014179, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.80122844, + "White_Blood_Cell_Count": 5.63751411, + "Platelet_Count": 437.3294949, + "Albumin_Level": 4.286022019, + "Alkaline_Phosphatase_Level": 58.59905841, + "Alanine_Aminotransferase_Level": 20.81694218, + "Aspartate_Aminotransferase_Level": 41.69130069, + "Creatinine_Level": 1.344300489, + "LDH_Level": 107.601067, + "Calcium_Level": 10.193185, + "Phosphorus_Level": 4.872693899, + "Glucose_Level": 87.892719, + "Potassium_Level": 3.943265616, + "Sodium_Level": 138.6112099, + "Smoking_Pack_Years": 7.527850321 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.24135962, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.81230438, + "White_Blood_Cell_Count": 5.241287433, + "Platelet_Count": 165.4450889, + "Albumin_Level": 3.400140124, + "Alkaline_Phosphatase_Level": 95.51101512, + "Alanine_Aminotransferase_Level": 8.225573049, + "Aspartate_Aminotransferase_Level": 12.20552269, + "Creatinine_Level": 0.521436502, + "LDH_Level": 228.4828266, + "Calcium_Level": 10.09717657, + "Phosphorus_Level": 3.414462645, + "Glucose_Level": 84.81427572, + "Potassium_Level": 4.79467243, + "Sodium_Level": 141.6021082, + "Smoking_Pack_Years": 72.72126805 + }, + { + "Age": 46, + "Gender": "Male", 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205.5616861, + "Calcium_Level": 9.296044708, + "Phosphorus_Level": 4.062384481, + "Glucose_Level": 139.5673464, + "Potassium_Level": 3.917390798, + "Sodium_Level": 136.1799069, + "Smoking_Pack_Years": 49.10146417 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.74026794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.7556098, + "White_Blood_Cell_Count": 9.460986895, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.79245062, + "White_Blood_Cell_Count": 7.229231119, + "Platelet_Count": 185.3297298, + "Albumin_Level": 4.14720089, + "Alkaline_Phosphatase_Level": 76.38012265, + "Alanine_Aminotransferase_Level": 27.25683408, + "Aspartate_Aminotransferase_Level": 12.85608623, + "Creatinine_Level": 0.632702203, + "LDH_Level": 241.5084828, + "Calcium_Level": 8.767182255, + "Phosphorus_Level": 3.738627, + "Glucose_Level": 117.7692241, + "Potassium_Level": 4.136281153, + "Sodium_Level": 142.5801383, + "Smoking_Pack_Years": 0.316590562 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.73673308, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.77383423, + "White_Blood_Cell_Count": 9.925546646, + "Platelet_Count": 368.762931, + "Albumin_Level": 3.410548099, + "Alkaline_Phosphatase_Level": 84.65990589, + "Alanine_Aminotransferase_Level": 25.07433285, + "Aspartate_Aminotransferase_Level": 22.60907229, + "Creatinine_Level": 0.531936656, + "LDH_Level": 170.2748004, + "Calcium_Level": 8.009252023, + "Phosphorus_Level": 2.906401646, + "Glucose_Level": 80.97386548, + "Potassium_Level": 4.267726315, + "Sodium_Level": 137.6783907, + "Smoking_Pack_Years": 89.91964035 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.83584443, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.65042827, + "White_Blood_Cell_Count": 5.636033295, + "Platelet_Count": 314.0245967, + "Albumin_Level": 4.062292408, + "Alkaline_Phosphatase_Level": 103.5183027, + "Alanine_Aminotransferase_Level": 18.784109, + "Aspartate_Aminotransferase_Level": 28.70389441, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.79995604, + "White_Blood_Cell_Count": 4.897912064, + "Platelet_Count": 242.0482865, + "Albumin_Level": 4.538068888, + "Alkaline_Phosphatase_Level": 82.60901328, + "Alanine_Aminotransferase_Level": 6.952254509, + "Aspartate_Aminotransferase_Level": 22.75231129, + "Creatinine_Level": 0.782919935, + "LDH_Level": 108.2565194, + "Calcium_Level": 9.264474277, + "Phosphorus_Level": 4.788280547, + "Glucose_Level": 131.0140958, + "Potassium_Level": 3.614156672, + "Sodium_Level": 141.3953687, + "Smoking_Pack_Years": 68.83411522 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.49416439, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 13.17236776, + "Creatinine_Level": 1.288540137, + "LDH_Level": 211.7537157, + "Calcium_Level": 8.298854511, + "Phosphorus_Level": 3.396183311, + "Glucose_Level": 132.9234641, + "Potassium_Level": 4.16186333, + "Sodium_Level": 139.9587136, + "Smoking_Pack_Years": 65.50066452 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.81093705, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.82174192, + "White_Blood_Cell_Count": 4.016369459, + "Platelet_Count": 335.7938918, + "Albumin_Level": 3.823844812, + "Alkaline_Phosphatase_Level": 31.12377834, + "Alanine_Aminotransferase_Level": 39.2853738, + "Aspartate_Aminotransferase_Level": 19.00066524, + "Creatinine_Level": 0.693252373, + "LDH_Level": 168.450555, + "Calcium_Level": 9.321555205, + "Phosphorus_Level": 4.552970689, + "Glucose_Level": 138.8746958, + "Potassium_Level": 4.57758533, + "Sodium_Level": 143.7704388, + "Smoking_Pack_Years": 59.3967452 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.63874958, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.63098083, + "White_Blood_Cell_Count": 3.957317362, + "Platelet_Count": 395.8221623, + "Albumin_Level": 3.249012498, + "Alkaline_Phosphatase_Level": 113.9187886, + "Alanine_Aminotransferase_Level": 12.73995643, + "Aspartate_Aminotransferase_Level": 12.50671592, + "Creatinine_Level": 0.916220787, + "LDH_Level": 130.1329324, + "Calcium_Level": 9.720361888, + "Phosphorus_Level": 4.933640089, + "Glucose_Level": 84.46377829, + "Potassium_Level": 4.482576249, + "Sodium_Level": 135.1942923, + "Smoking_Pack_Years": 65.6219863 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.78914457, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.41650377, + "White_Blood_Cell_Count": 5.924103504, + "Platelet_Count": 233.0161486, + "Albumin_Level": 4.177709236, + "Alkaline_Phosphatase_Level": 94.29448303, + "Alanine_Aminotransferase_Level": 10.19356617, + "Aspartate_Aminotransferase_Level": 15.13545433, + "Creatinine_Level": 1.172510631, + "LDH_Level": 148.7851568, + "Calcium_Level": 8.264488962, + "Phosphorus_Level": 3.986853936, + "Glucose_Level": 117.9298893, + 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"Alanine_Aminotransferase_Level": 7.227305541, + "Aspartate_Aminotransferase_Level": 34.34407869, + "Creatinine_Level": 1.145258978, + "LDH_Level": 223.9090583, + "Calcium_Level": 8.118463822, + "Phosphorus_Level": 4.595918047, + "Glucose_Level": 78.19851101, + "Potassium_Level": 4.518526472, + "Sodium_Level": 140.6790507, + "Smoking_Pack_Years": 66.99022732 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.6667566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.65587245, + "White_Blood_Cell_Count": 8.575386088, + "Platelet_Count": 259.2072929, + "Albumin_Level": 4.69076654, + "Alkaline_Phosphatase_Level": 86.94595454, + "Alanine_Aminotransferase_Level": 29.19612179, + "Aspartate_Aminotransferase_Level": 23.2875209, + "Creatinine_Level": 0.95930645, + "LDH_Level": 132.1805213, + "Calcium_Level": 9.770022964, + "Phosphorus_Level": 4.36755981, + "Glucose_Level": 93.76269368, + "Potassium_Level": 4.976514909, + "Sodium_Level": 140.2342096, + "Smoking_Pack_Years": 21.12572659 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.43180413, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.53096707, + "White_Blood_Cell_Count": 6.335616817, + "Platelet_Count": 277.0350191, + "Albumin_Level": 4.796095456, + "Alkaline_Phosphatase_Level": 38.59423075, + "Alanine_Aminotransferase_Level": 7.257091707, + "Aspartate_Aminotransferase_Level": 42.79427394, + "Creatinine_Level": 1.450027394, + "LDH_Level": 194.4849712, + "Calcium_Level": 9.90411083, + "Phosphorus_Level": 3.572690764, + "Glucose_Level": 99.97439213, + "Potassium_Level": 4.521465945, + "Sodium_Level": 138.9331122, + "Smoking_Pack_Years": 47.96283589 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.7835, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.56272653, + "White_Blood_Cell_Count": 5.958225608, + "Platelet_Count": 331.9634836, + "Albumin_Level": 4.405226457, + "Alkaline_Phosphatase_Level": 44.06059074, + "Alanine_Aminotransferase_Level": 9.200964396, + "Aspartate_Aminotransferase_Level": 28.5321414, + "Creatinine_Level": 0.646668206, + "LDH_Level": 249.6919415, + "Calcium_Level": 9.187606709, + "Phosphorus_Level": 3.19972712, + 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77.48924012, + "Alanine_Aminotransferase_Level": 27.46850494, + "Aspartate_Aminotransferase_Level": 33.30132786, + "Creatinine_Level": 1.355971734, + "LDH_Level": 118.2086289, + "Calcium_Level": 9.512617917, + "Phosphorus_Level": 3.050804133, + "Glucose_Level": 81.93138649, + "Potassium_Level": 3.567325547, + "Sodium_Level": 138.3529311, + "Smoking_Pack_Years": 77.1538829 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.12758268, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.79265617, + "White_Blood_Cell_Count": 8.963285083, + "Platelet_Count": 269.8790509, + "Albumin_Level": 3.045461475, + "Alkaline_Phosphatase_Level": 118.5439998, + "Alanine_Aminotransferase_Level": 24.73174058, + "Aspartate_Aminotransferase_Level": 40.79064777, + "Creatinine_Level": 0.502642364, + "LDH_Level": 133.3613837, + "Calcium_Level": 9.839929878, + "Phosphorus_Level": 4.591710146, + "Glucose_Level": 113.9439776, + "Potassium_Level": 4.69700476, + "Sodium_Level": 137.2223945, + "Smoking_Pack_Years": 80.26960028 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.72940026, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.76144797, + "White_Blood_Cell_Count": 7.665006635, + "Platelet_Count": 286.3037907, + "Albumin_Level": 4.195212996, + "Alkaline_Phosphatase_Level": 91.91177621, + "Alanine_Aminotransferase_Level": 6.010634501, + "Aspartate_Aminotransferase_Level": 27.21711482, + "Creatinine_Level": 0.825495747, + "LDH_Level": 232.2463662, + "Calcium_Level": 9.273479677, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 75.1810451, + "Alanine_Aminotransferase_Level": 23.76431403, + "Aspartate_Aminotransferase_Level": 23.64037621, + "Creatinine_Level": 0.901678072, + "LDH_Level": 206.8469596, + "Calcium_Level": 8.524096741, + "Phosphorus_Level": 3.814128861, + "Glucose_Level": 140.5930277, + "Potassium_Level": 3.950614443, + "Sodium_Level": 138.7574789, + "Smoking_Pack_Years": 57.89446815 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.22421228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.91397943, + "White_Blood_Cell_Count": 9.769184973, + "Platelet_Count": 353.7339804, + "Albumin_Level": 4.114414318, + "Alkaline_Phosphatase_Level": 97.0240626, + "Alanine_Aminotransferase_Level": 24.28344984, + "Aspartate_Aminotransferase_Level": 36.78519625, + "Creatinine_Level": 0.846048148, + "LDH_Level": 107.8760082, + "Calcium_Level": 8.618930506, + "Phosphorus_Level": 3.664109173, + "Glucose_Level": 115.5185625, + "Potassium_Level": 3.897699643, + "Sodium_Level": 139.233459, + "Smoking_Pack_Years": 68.98449754 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 45.44920907, + "Alanine_Aminotransferase_Level": 11.74966056, + "Aspartate_Aminotransferase_Level": 11.11923274, + "Creatinine_Level": 1.419480753, + "LDH_Level": 169.7731857, + "Calcium_Level": 9.089938259, + "Phosphorus_Level": 3.853224191, + "Glucose_Level": 104.8870927, + "Potassium_Level": 4.173267093, + "Sodium_Level": 137.9203571, + "Smoking_Pack_Years": 75.95458773 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.87464766, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.99298814, + "White_Blood_Cell_Count": 3.975150112, + "Platelet_Count": 304.3706572, + "Albumin_Level": 3.324619889, + "Alkaline_Phosphatase_Level": 108.7349007, + "Alanine_Aminotransferase_Level": 15.3135978, + "Aspartate_Aminotransferase_Level": 12.82678199, + "Creatinine_Level": 1.468054018, + "LDH_Level": 238.0850606, + "Calcium_Level": 8.82557317, + "Phosphorus_Level": 4.137894676, + "Glucose_Level": 118.5582756, + "Potassium_Level": 4.299945775, + "Sodium_Level": 137.2228223, + "Smoking_Pack_Years": 0.241793405 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": 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8.197202108, + "Phosphorus_Level": 4.862597254, + "Glucose_Level": 95.66783568, + "Potassium_Level": 4.772481979, + "Sodium_Level": 138.487269, + "Smoking_Pack_Years": 77.29547769 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.91891663, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.59045242, + "White_Blood_Cell_Count": 9.089236666, + "Platelet_Count": 247.595783, + 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142.9423764, + "Calcium_Level": 8.908216388, + "Phosphorus_Level": 2.964260326, + "Glucose_Level": 147.5642134, + "Potassium_Level": 4.112444971, + "Sodium_Level": 140.8834274, + "Smoking_Pack_Years": 41.45535289 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.22497085, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.57154477, + "White_Blood_Cell_Count": 4.200687218, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.30402541, + "White_Blood_Cell_Count": 8.345490402, + "Platelet_Count": 255.2697189, + "Albumin_Level": 3.136420954, + "Alkaline_Phosphatase_Level": 47.30613962, + "Alanine_Aminotransferase_Level": 21.53008697, + "Aspartate_Aminotransferase_Level": 43.8281013, + "Creatinine_Level": 1.118298629, + "LDH_Level": 165.1718775, + "Calcium_Level": 9.268863211, + "Phosphorus_Level": 2.738844617, + "Glucose_Level": 74.92710257, + "Potassium_Level": 4.293356234, + "Sodium_Level": 140.60295, + "Smoking_Pack_Years": 68.84388466 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.19519798, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.4003935, + "White_Blood_Cell_Count": 8.253314974, + "Platelet_Count": 244.3154958, + "Albumin_Level": 4.860916304, + "Alkaline_Phosphatase_Level": 48.85079787, + "Alanine_Aminotransferase_Level": 13.5590533, + "Aspartate_Aminotransferase_Level": 18.65394453, + "Creatinine_Level": 1.362678946, + "LDH_Level": 200.6963113, + "Calcium_Level": 8.747968719, + "Phosphorus_Level": 3.441260444, + "Glucose_Level": 98.02786283, + "Potassium_Level": 4.226436073, + "Sodium_Level": 144.1473989, + "Smoking_Pack_Years": 16.68727407 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.29280426, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.48654671, + "White_Blood_Cell_Count": 5.708588405, + "Platelet_Count": 357.969467, + "Albumin_Level": 4.35065852, + "Alkaline_Phosphatase_Level": 106.2836814, + "Alanine_Aminotransferase_Level": 12.48002839, + "Aspartate_Aminotransferase_Level": 39.00223723, + "Creatinine_Level": 0.605123333, + "LDH_Level": 206.911101, + "Calcium_Level": 10.49619852, + "Phosphorus_Level": 2.64108344, + "Glucose_Level": 122.0749678, + "Potassium_Level": 4.347003066, + "Sodium_Level": 142.9027844, + "Smoking_Pack_Years": 12.82538528 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.21122565, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.23769235, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.16988737, + "White_Blood_Cell_Count": 3.682091364, + "Platelet_Count": 191.1618868, + "Albumin_Level": 3.381388615, + "Alkaline_Phosphatase_Level": 50.44766341, + "Alanine_Aminotransferase_Level": 15.50371137, + "Aspartate_Aminotransferase_Level": 46.00529406, + "Creatinine_Level": 1.445415272, + "LDH_Level": 237.9336871, + "Calcium_Level": 8.3474139, + "Phosphorus_Level": 3.831886517, + "Glucose_Level": 111.2143384, + "Potassium_Level": 4.510834133, + "Sodium_Level": 140.3179325, + "Smoking_Pack_Years": 72.63321075 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.22260498, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.66461416, + "White_Blood_Cell_Count": 6.099351043, + "Platelet_Count": 388.0577543, + "Albumin_Level": 3.712519991, + "Alkaline_Phosphatase_Level": 96.87859853, + "Alanine_Aminotransferase_Level": 6.631567478, + "Aspartate_Aminotransferase_Level": 16.10641949, + "Creatinine_Level": 0.80262299, + "LDH_Level": 140.9911359, + "Calcium_Level": 8.171247465, + "Phosphorus_Level": 4.792559136, + "Glucose_Level": 127.2398362, + "Potassium_Level": 4.631025607, + "Sodium_Level": 140.7906487, + "Smoking_Pack_Years": 61.99047161 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.71590089, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.72970817, + "White_Blood_Cell_Count": 9.409514417, + "Platelet_Count": 384.0381952, + "Albumin_Level": 4.466715959, + "Alkaline_Phosphatase_Level": 89.44410863, + "Alanine_Aminotransferase_Level": 7.658827634, + "Aspartate_Aminotransferase_Level": 49.95221688, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.31565875, + "White_Blood_Cell_Count": 5.418454373, + "Platelet_Count": 338.6639, + "Albumin_Level": 4.009998882, + "Alkaline_Phosphatase_Level": 38.53953586, + "Alanine_Aminotransferase_Level": 7.463688709, + "Aspartate_Aminotransferase_Level": 19.21709048, + "Creatinine_Level": 1.323556812, + "LDH_Level": 116.1326953, + "Calcium_Level": 8.582318387, + "Phosphorus_Level": 3.273447531, + "Glucose_Level": 129.71426, + "Potassium_Level": 4.822429474, + "Sodium_Level": 144.6572154, + "Smoking_Pack_Years": 38.59157778 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.00049469, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 14.31856569, + "Creatinine_Level": 0.526323733, + "LDH_Level": 192.5842675, + "Calcium_Level": 8.42290913, + "Phosphorus_Level": 3.179257528, + "Glucose_Level": 143.9824027, + "Potassium_Level": 4.694516629, + "Sodium_Level": 141.6482046, + "Smoking_Pack_Years": 57.42782167 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.0671522, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.55659657, + "White_Blood_Cell_Count": 5.104662769, + "Platelet_Count": 306.9100137, + "Albumin_Level": 4.816220509, + "Alkaline_Phosphatase_Level": 80.1805678, + "Alanine_Aminotransferase_Level": 13.04994835, + "Aspartate_Aminotransferase_Level": 39.17085938, + "Creatinine_Level": 1.144337975, + "LDH_Level": 235.0581255, + "Calcium_Level": 10.15866011, + "Phosphorus_Level": 3.998357802, + "Glucose_Level": 144.2958661, + "Potassium_Level": 4.031057462, + "Sodium_Level": 136.054659, + "Smoking_Pack_Years": 49.91717016 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.6695805, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.6231741, + "White_Blood_Cell_Count": 4.637475272, + "Platelet_Count": 339.8178637, + "Albumin_Level": 3.784080351, + "Alkaline_Phosphatase_Level": 93.69234064, + "Alanine_Aminotransferase_Level": 17.79937249, + "Aspartate_Aminotransferase_Level": 33.53593343, + "Creatinine_Level": 1.087372775, + "LDH_Level": 178.0576221, + "Calcium_Level": 8.34438944, + "Phosphorus_Level": 2.541935572, + "Glucose_Level": 133.2325492, + "Potassium_Level": 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"No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.09403839, + "White_Blood_Cell_Count": 8.001495919, + "Platelet_Count": 309.6470553, + "Albumin_Level": 4.324894373, + "Alkaline_Phosphatase_Level": 63.59034912, + "Alanine_Aminotransferase_Level": 22.41658601, + "Aspartate_Aminotransferase_Level": 24.34309724, + "Creatinine_Level": 0.975490293, + "LDH_Level": 178.8035901, + "Calcium_Level": 9.374510291, + "Phosphorus_Level": 2.513145138, + "Glucose_Level": 112.0697146, + "Potassium_Level": 4.690979531, + "Sodium_Level": 137.2997089, + "Smoking_Pack_Years": 76.58869377 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.7161605, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Potassium_Level": 4.860376028, + "Sodium_Level": 138.4784621, + "Smoking_Pack_Years": 60.75266932 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.96361572, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.70387014, + "White_Blood_Cell_Count": 7.355758624, + "Platelet_Count": 370.0426833, + "Albumin_Level": 3.023198034, + "Alkaline_Phosphatase_Level": 75.85439252, + "Alanine_Aminotransferase_Level": 15.96870693, + "Aspartate_Aminotransferase_Level": 21.21268362, + "Creatinine_Level": 0.70029629, + "LDH_Level": 152.5854775, + "Calcium_Level": 9.977024965, + "Phosphorus_Level": 4.14756134, + "Glucose_Level": 103.2721371, + "Potassium_Level": 4.618739469, + "Sodium_Level": 141.5905448, + "Smoking_Pack_Years": 84.99034025 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.76563837, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.17838121, + "White_Blood_Cell_Count": 8.74908549, + "Platelet_Count": 405.2663044, + "Albumin_Level": 4.509568066, + "Alkaline_Phosphatase_Level": 72.42431813, + "Alanine_Aminotransferase_Level": 24.54838204, + "Aspartate_Aminotransferase_Level": 14.78749269, + "Creatinine_Level": 1.403677851, + "LDH_Level": 150.9896652, + "Calcium_Level": 9.986256423, + "Phosphorus_Level": 2.679789842, + "Glucose_Level": 112.4415962, + "Potassium_Level": 4.007000473, + "Sodium_Level": 144.6686013, + "Smoking_Pack_Years": 9.012400966 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.65150167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.41367236, + "White_Blood_Cell_Count": 7.897665576, + "Platelet_Count": 277.8516477, + "Albumin_Level": 4.128081475, + "Alkaline_Phosphatase_Level": 93.20653418, + "Alanine_Aminotransferase_Level": 20.84667968, + "Aspartate_Aminotransferase_Level": 37.51158877, + "Creatinine_Level": 1.129550593, + "LDH_Level": 120.9303244, + "Calcium_Level": 10.36242189, + "Phosphorus_Level": 4.536841662, + "Glucose_Level": 138.0188536, + "Potassium_Level": 3.51068712, + "Sodium_Level": 136.3563684, + "Smoking_Pack_Years": 23.69145838 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.647969, + "Tumor_Location": "Lower 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102.5636744, + "Alanine_Aminotransferase_Level": 29.53500124, + "Aspartate_Aminotransferase_Level": 17.58884775, + "Creatinine_Level": 1.457764453, + "LDH_Level": 187.1022391, + "Calcium_Level": 10.34043672, + "Phosphorus_Level": 2.7404512, + "Glucose_Level": 97.95611397, + "Potassium_Level": 3.976099094, + "Sodium_Level": 139.3733154, + "Smoking_Pack_Years": 82.68025962 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.85797043, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.17314768, + "White_Blood_Cell_Count": 6.867472108, + "Platelet_Count": 367.5948282, + "Albumin_Level": 3.706890448, + "Alkaline_Phosphatase_Level": 95.25532417, + "Alanine_Aminotransferase_Level": 6.197298706, + "Aspartate_Aminotransferase_Level": 33.47952178, + "Creatinine_Level": 0.5483392, + "LDH_Level": 137.8195799, + "Calcium_Level": 8.715360469, + "Phosphorus_Level": 3.437604713, + "Glucose_Level": 83.96983651, + "Potassium_Level": 4.710991535, + "Sodium_Level": 144.0577121, + "Smoking_Pack_Years": 80.69234966 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.096352676, + "Glucose_Level": 136.7431613, + "Potassium_Level": 4.345165794, + "Sodium_Level": 143.3151407, + "Smoking_Pack_Years": 38.37505381 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.17863083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.49077654, + "White_Blood_Cell_Count": 3.553852704, + "Platelet_Count": 416.8123293, + "Albumin_Level": 3.0509213, + "Alkaline_Phosphatase_Level": 119.2818497, + "Alanine_Aminotransferase_Level": 23.07264883, + "Aspartate_Aminotransferase_Level": 17.15137876, + "Creatinine_Level": 0.657156993, + "LDH_Level": 211.0308671, + "Calcium_Level": 8.193438845, + "Phosphorus_Level": 3.288416388, + "Glucose_Level": 142.239445, + "Potassium_Level": 4.215695234, + "Sodium_Level": 143.7445778, + "Smoking_Pack_Years": 31.65761635 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.29334028, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Tumor_Size_mm": 95.53384181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.05088148, + "White_Blood_Cell_Count": 9.159717376, + "Platelet_Count": 212.5240141, + "Albumin_Level": 4.750940591, + "Alkaline_Phosphatase_Level": 51.24310041, + "Alanine_Aminotransferase_Level": 19.03974222, + "Aspartate_Aminotransferase_Level": 30.09024658, + "Creatinine_Level": 1.403438679, + "LDH_Level": 123.4160519, + "Calcium_Level": 9.724738277, + 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"Alkaline_Phosphatase_Level": 117.4601811, + "Alanine_Aminotransferase_Level": 29.29007153, + "Aspartate_Aminotransferase_Level": 47.50384644, + "Creatinine_Level": 0.752015074, + "LDH_Level": 238.5488177, + "Calcium_Level": 9.712258916, + "Phosphorus_Level": 4.683050444, + "Glucose_Level": 112.3869683, + "Potassium_Level": 4.73952118, + "Sodium_Level": 137.9639048, + "Smoking_Pack_Years": 99.95019842 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.57420294, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.7967161, + "White_Blood_Cell_Count": 6.969322594, + "Platelet_Count": 319.4897303, + "Albumin_Level": 4.065964196, + "Alkaline_Phosphatase_Level": 30.83677459, + "Alanine_Aminotransferase_Level": 32.77979653, + "Aspartate_Aminotransferase_Level": 16.04303706, + "Creatinine_Level": 1.352464443, + "LDH_Level": 116.6328842, + "Calcium_Level": 8.761972459, + "Phosphorus_Level": 3.091692304, + "Glucose_Level": 81.2444555, + "Potassium_Level": 3.950002397, + "Sodium_Level": 142.9819383, + "Smoking_Pack_Years": 96.63846514 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.0633315, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.64011036, + "White_Blood_Cell_Count": 5.499255075, + "Platelet_Count": 213.8983754, + "Albumin_Level": 4.534686357, + "Alkaline_Phosphatase_Level": 75.0063684, + "Alanine_Aminotransferase_Level": 7.813137863, + "Aspartate_Aminotransferase_Level": 23.67229551, + "Creatinine_Level": 0.795609807, + "LDH_Level": 214.6751917, + "Calcium_Level": 8.67983654, + "Phosphorus_Level": 3.574236311, + "Glucose_Level": 104.7509457, + "Potassium_Level": 3.818598377, + "Sodium_Level": 142.8820012, + "Smoking_Pack_Years": 55.60777095 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.684045, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.14871948, + "White_Blood_Cell_Count": 6.503609571, + "Platelet_Count": 358.256264, + "Albumin_Level": 4.529159947, + "Alkaline_Phosphatase_Level": 43.93108761, + "Alanine_Aminotransferase_Level": 15.67013075, + "Aspartate_Aminotransferase_Level": 21.60955849, + "Creatinine_Level": 1.409721285, + "LDH_Level": 125.3133241, + "Calcium_Level": 9.27561924, + "Phosphorus_Level": 2.505998124, + "Glucose_Level": 119.0798769, + "Potassium_Level": 3.687357819, + "Sodium_Level": 141.0467134, + "Smoking_Pack_Years": 23.59503135 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.83595564, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.98568445, + "White_Blood_Cell_Count": 4.156545106, + "Platelet_Count": 331.8505453, + "Albumin_Level": 3.794634462, + "Alkaline_Phosphatase_Level": 61.20761116, + "Alanine_Aminotransferase_Level": 13.28816852, + "Aspartate_Aminotransferase_Level": 39.5397237, + "Creatinine_Level": 0.709200692, + "LDH_Level": 172.9498149, + "Calcium_Level": 10.39191749, + "Phosphorus_Level": 4.836814045, + "Glucose_Level": 79.93486516, + "Potassium_Level": 3.600135536, + "Sodium_Level": 137.5901671, + "Smoking_Pack_Years": 78.93257731 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.55966543, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.9821887, + "White_Blood_Cell_Count": 5.911255928, + "Platelet_Count": 270.4449844, + "Albumin_Level": 4.053193813, + "Alkaline_Phosphatase_Level": 118.9604257, + "Alanine_Aminotransferase_Level": 19.95355216, + "Aspartate_Aminotransferase_Level": 30.46658196, + "Creatinine_Level": 1.36459016, + "LDH_Level": 224.9981884, + "Calcium_Level": 8.59337688, + "Phosphorus_Level": 3.345938966, + "Glucose_Level": 130.069959, + "Potassium_Level": 4.983157729, + "Sodium_Level": 143.8319399, + "Smoking_Pack_Years": 11.27420978 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.19005905, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.89013191, + "White_Blood_Cell_Count": 5.121519803, + "Platelet_Count": 437.235386, + "Albumin_Level": 4.791403357, + "Alkaline_Phosphatase_Level": 101.7378153, + "Alanine_Aminotransferase_Level": 34.49463719, + "Aspartate_Aminotransferase_Level": 16.85220241, + "Creatinine_Level": 0.646778277, + "LDH_Level": 179.9476144, + "Calcium_Level": 10.09271558, + "Phosphorus_Level": 3.91892076, + "Glucose_Level": 108.8416999, + "Potassium_Level": 3.590847198, + "Sodium_Level": 143.7695244, + "Smoking_Pack_Years": 77.67175968 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.14660401, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.82778654, + "White_Blood_Cell_Count": 7.895236066, + "Platelet_Count": 342.0174033, + "Albumin_Level": 3.73280651, + "Alkaline_Phosphatase_Level": 76.7963039, + "Alanine_Aminotransferase_Level": 29.20535966, + "Aspartate_Aminotransferase_Level": 25.45681108, + "Creatinine_Level": 0.640539431, + "LDH_Level": 234.6669389, + "Calcium_Level": 8.196322913, + "Phosphorus_Level": 2.525597944, + "Glucose_Level": 99.16736899, + "Potassium_Level": 4.310234261, + "Sodium_Level": 143.4549622, + "Smoking_Pack_Years": 34.18521353 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.07551607, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.35496699, + "White_Blood_Cell_Count": 5.085850266, + "Platelet_Count": 183.1203373, + "Albumin_Level": 4.861131194, + "Alkaline_Phosphatase_Level": 80.60543202, + "Alanine_Aminotransferase_Level": 39.18426921, + "Aspartate_Aminotransferase_Level": 26.75646366, + "Creatinine_Level": 0.677457827, + "LDH_Level": 183.0203259, + "Calcium_Level": 9.999040623, + "Phosphorus_Level": 3.49771913, + "Glucose_Level": 87.33098753, + "Potassium_Level": 4.796359826, + "Sodium_Level": 137.1884667, + "Smoking_Pack_Years": 47.56534924 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.46257499, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.43814222, + "White_Blood_Cell_Count": 7.131904162, + "Platelet_Count": 158.4615388, + "Albumin_Level": 3.251345396, + "Alkaline_Phosphatase_Level": 64.38277302, + "Alanine_Aminotransferase_Level": 5.111895146, + "Aspartate_Aminotransferase_Level": 31.7587541, + "Creatinine_Level": 1.066442301, + "LDH_Level": 186.7344129, + "Calcium_Level": 10.19302618, + "Phosphorus_Level": 3.422485895, + "Glucose_Level": 115.6416816, + "Potassium_Level": 3.654306069, + "Sodium_Level": 138.4726072, + "Smoking_Pack_Years": 75.41477574 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.67131826, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.02570003, + "White_Blood_Cell_Count": 5.702729739, + "Platelet_Count": 275.4076587, + "Albumin_Level": 4.939556802, + "Alkaline_Phosphatase_Level": 101.5080242, + "Alanine_Aminotransferase_Level": 33.53161113, + "Aspartate_Aminotransferase_Level": 17.03509225, + "Creatinine_Level": 0.831769208, + "LDH_Level": 206.0476257, + "Calcium_Level": 9.646652359, + "Phosphorus_Level": 3.040058812, + "Glucose_Level": 92.13873903, + "Potassium_Level": 3.529782931, + "Sodium_Level": 144.1113625, + "Smoking_Pack_Years": 94.7067151 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.27364567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.9708763, + "White_Blood_Cell_Count": 3.710332036, + "Platelet_Count": 433.1579272, + "Albumin_Level": 4.985129473, + "Alkaline_Phosphatase_Level": 65.74209558, + "Alanine_Aminotransferase_Level": 29.97441318, + "Aspartate_Aminotransferase_Level": 40.77785683, + "Creatinine_Level": 0.679217845, + "LDH_Level": 226.8418165, + "Calcium_Level": 9.390752928, + "Phosphorus_Level": 3.46674645, + "Glucose_Level": 93.54373071, + "Potassium_Level": 4.306664367, + "Sodium_Level": 137.2226657, + "Smoking_Pack_Years": 27.22267957 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.71974575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.68094356, + "White_Blood_Cell_Count": 4.11455126, + "Platelet_Count": 317.9491759, + "Albumin_Level": 3.333771652, + "Alkaline_Phosphatase_Level": 60.15386794, + "Alanine_Aminotransferase_Level": 33.89314684, + "Aspartate_Aminotransferase_Level": 11.53507974, + "Creatinine_Level": 1.107533532, + "LDH_Level": 248.1750138, + "Calcium_Level": 9.759209456, + "Phosphorus_Level": 4.478955613, + "Glucose_Level": 119.3147867, + "Potassium_Level": 4.020787801, + "Sodium_Level": 137.9300224, + "Smoking_Pack_Years": 8.280503653 + }, + { + "Age": 62, + "Gender": 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213.065538, + "Calcium_Level": 8.375491486, + "Phosphorus_Level": 4.650926803, + "Glucose_Level": 72.75631171, + "Potassium_Level": 4.692547351, + "Sodium_Level": 143.115614, + "Smoking_Pack_Years": 9.19582274 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.12988546, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.08010491, + "White_Blood_Cell_Count": 5.246075196, + "Platelet_Count": 183.9465019, + "Albumin_Level": 4.795967444, + "Alkaline_Phosphatase_Level": 43.0375086, + "Alanine_Aminotransferase_Level": 12.81708457, + "Aspartate_Aminotransferase_Level": 24.30006574, + "Creatinine_Level": 0.816485565, + "LDH_Level": 115.3232202, + "Calcium_Level": 8.195340375, + "Phosphorus_Level": 4.508535789, + "Glucose_Level": 79.46077419, + "Potassium_Level": 4.336881006, + "Sodium_Level": 136.9406775, + "Smoking_Pack_Years": 29.63060686 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.99845651, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.15228631, + "White_Blood_Cell_Count": 7.596537196, + "Platelet_Count": 224.9972686, + "Albumin_Level": 3.797087558, + "Alkaline_Phosphatase_Level": 116.9327959, + "Alanine_Aminotransferase_Level": 21.96524881, + "Aspartate_Aminotransferase_Level": 45.72393531, + "Creatinine_Level": 0.528330305, + "LDH_Level": 192.1655697, + "Calcium_Level": 10.25407073, + "Phosphorus_Level": 4.261667042, + "Glucose_Level": 106.5607311, + "Potassium_Level": 3.879251465, + "Sodium_Level": 136.6242247, + "Smoking_Pack_Years": 81.39116251 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.78766915, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.15857394, + "White_Blood_Cell_Count": 9.884788209, + "Platelet_Count": 164.4876435, + "Albumin_Level": 4.014885213, + "Alkaline_Phosphatase_Level": 92.06796578, + "Alanine_Aminotransferase_Level": 39.81210763, + "Aspartate_Aminotransferase_Level": 47.23619851, + "Creatinine_Level": 0.99717955, + "LDH_Level": 185.4874489, + "Calcium_Level": 8.63361614, + "Phosphorus_Level": 4.953539198, + "Glucose_Level": 89.03945543, + "Potassium_Level": 4.479279394, + "Sodium_Level": 143.9128793, + "Smoking_Pack_Years": 56.17055325 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.54956672, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.72662113, + "White_Blood_Cell_Count": 6.170896289, + "Platelet_Count": 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232.748951, + "Calcium_Level": 10.29762933, + "Phosphorus_Level": 2.937398704, + "Glucose_Level": 71.95450087, + "Potassium_Level": 4.376601977, + "Sodium_Level": 141.6321886, + "Smoking_Pack_Years": 71.47762418 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.50166659, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.58222887, + "White_Blood_Cell_Count": 4.079807051, + "Platelet_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.66151566, + "White_Blood_Cell_Count": 6.41143498, + "Platelet_Count": 361.8834188, + "Albumin_Level": 3.725401465, + "Alkaline_Phosphatase_Level": 77.61730636, + "Alanine_Aminotransferase_Level": 19.77061535, + "Aspartate_Aminotransferase_Level": 49.0222218, + "Creatinine_Level": 0.675389664, + "LDH_Level": 213.9710912, + "Calcium_Level": 9.437552807, + "Phosphorus_Level": 4.963178808, + "Glucose_Level": 73.85986127, + "Potassium_Level": 3.910571039, + "Sodium_Level": 139.0074019, + "Smoking_Pack_Years": 47.71967122 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.12637034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + 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"Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.00395673, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.91427753, + "White_Blood_Cell_Count": 6.11248759, + "Platelet_Count": 265.9521776, + "Albumin_Level": 4.442164998, + "Alkaline_Phosphatase_Level": 92.07746638, + "Alanine_Aminotransferase_Level": 37.85107825, + "Aspartate_Aminotransferase_Level": 32.16792912, + "Creatinine_Level": 1.300075631, + "LDH_Level": 219.6226132, + "Calcium_Level": 9.339109076, + "Phosphorus_Level": 3.574035623, + "Glucose_Level": 113.3535789, + "Potassium_Level": 4.605931596, + "Sodium_Level": 142.4050462, + "Smoking_Pack_Years": 49.19440194 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.10377444, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.97890141, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.84125297, + "White_Blood_Cell_Count": 7.169745954, + "Platelet_Count": 245.6475816, + "Albumin_Level": 4.845321421, + "Alkaline_Phosphatase_Level": 59.50322858, + "Alanine_Aminotransferase_Level": 32.14553411, + "Aspartate_Aminotransferase_Level": 33.57801599, + "Creatinine_Level": 0.68464597, + "LDH_Level": 231.1704926, + "Calcium_Level": 8.684142147, + "Phosphorus_Level": 4.357309745, + "Glucose_Level": 146.8204243, + "Potassium_Level": 3.937288314, + "Sodium_Level": 139.5721013, + "Smoking_Pack_Years": 53.43625424 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.99518838, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.77477423, + "White_Blood_Cell_Count": 3.713708624, + "Platelet_Count": 399.1923463, + "Albumin_Level": 3.164691052, + "Alkaline_Phosphatase_Level": 81.78928458, + "Alanine_Aminotransferase_Level": 11.08232662, + "Aspartate_Aminotransferase_Level": 27.27305292, + "Creatinine_Level": 1.010078837, + "LDH_Level": 156.0185304, + "Calcium_Level": 8.916989937, + "Phosphorus_Level": 4.125560481, + "Glucose_Level": 109.2113308, + "Potassium_Level": 4.743638484, + "Sodium_Level": 144.2379072, + "Smoking_Pack_Years": 44.57662085 + }, + { 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"Creatinine_Level": 1.345147935, + "LDH_Level": 183.468297, + "Calcium_Level": 9.67086393, + "Phosphorus_Level": 4.82582643, + "Glucose_Level": 111.4963907, + "Potassium_Level": 4.924704881, + "Sodium_Level": 141.8524861, + "Smoking_Pack_Years": 39.68485754 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.13771385, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.95047835, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.56605596, + "White_Blood_Cell_Count": 7.883914562, + "Platelet_Count": 192.6852545, + "Albumin_Level": 3.187491045, + "Alkaline_Phosphatase_Level": 113.5338511, + "Alanine_Aminotransferase_Level": 13.43808855, + "Aspartate_Aminotransferase_Level": 31.01241765, + "Creatinine_Level": 1.365418713, + "LDH_Level": 136.0234938, + "Calcium_Level": 9.854152853, + "Phosphorus_Level": 4.467999305, + "Glucose_Level": 83.33475324, + "Potassium_Level": 4.621032691, + "Sodium_Level": 136.8514602, + "Smoking_Pack_Years": 79.49829838 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.8715497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 27.43254285, + "Creatinine_Level": 1.29082541, + "LDH_Level": 245.9428014, + "Calcium_Level": 8.931093699, + "Phosphorus_Level": 2.54451146, + "Glucose_Level": 98.46391554, + "Potassium_Level": 4.562232375, + "Sodium_Level": 136.0924027, + "Smoking_Pack_Years": 86.78024881 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.917081, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.879991, + "White_Blood_Cell_Count": 8.953566436, + "Platelet_Count": 416.5124705, + "Albumin_Level": 3.325976069, + "Alkaline_Phosphatase_Level": 55.2957985, + "Alanine_Aminotransferase_Level": 9.291068861, + "Aspartate_Aminotransferase_Level": 20.97927653, + "Creatinine_Level": 0.58024405, + "LDH_Level": 184.9543441, + "Calcium_Level": 8.893067028, + "Phosphorus_Level": 4.044062474, + "Glucose_Level": 71.81125772, + "Potassium_Level": 4.684153251, + "Sodium_Level": 135.3662849, + "Smoking_Pack_Years": 83.16464964 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.36967576, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.84787733, + "White_Blood_Cell_Count": 6.184919172, + "Platelet_Count": 394.9479238, + "Albumin_Level": 4.359418231, + "Alkaline_Phosphatase_Level": 40.2696867, + "Alanine_Aminotransferase_Level": 35.10151732, + "Aspartate_Aminotransferase_Level": 20.17238498, + "Creatinine_Level": 0.697799102, + "LDH_Level": 148.2110342, + "Calcium_Level": 8.916812085, + "Phosphorus_Level": 3.770513009, + "Glucose_Level": 149.2927501, + "Potassium_Level": 3.833288901, + "Sodium_Level": 135.9361002, + "Smoking_Pack_Years": 50.56844943 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.13141521, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.30057896, + "White_Blood_Cell_Count": 3.64063382, + "Platelet_Count": 281.6071842, + "Albumin_Level": 3.916970933, + "Alkaline_Phosphatase_Level": 95.73582744, + "Alanine_Aminotransferase_Level": 15.60787929, + "Aspartate_Aminotransferase_Level": 47.4021463, + "Creatinine_Level": 0.684578851, + "LDH_Level": 228.718142, + "Calcium_Level": 10.30000732, + "Phosphorus_Level": 3.973816655, + "Glucose_Level": 140.8545063, + "Potassium_Level": 4.74793718, + "Sodium_Level": 140.9113993, + "Smoking_Pack_Years": 57.24541701 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.24683977, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 88, + 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"Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.71685588, + "White_Blood_Cell_Count": 4.957398383, + "Platelet_Count": 191.7343039, + "Albumin_Level": 3.238358508, + "Alkaline_Phosphatase_Level": 32.70473522, + "Alanine_Aminotransferase_Level": 33.01859985, + "Aspartate_Aminotransferase_Level": 14.55385229, + "Creatinine_Level": 1.198253379, + "LDH_Level": 186.0645415, + "Calcium_Level": 8.397773812, + "Phosphorus_Level": 2.812125589, + "Glucose_Level": 118.1271299, + "Potassium_Level": 3.849359898, + "Sodium_Level": 141.9598457, + "Smoking_Pack_Years": 23.50949278 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.78502339, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + 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144.5539355, + "Smoking_Pack_Years": 79.83852582 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.88108424, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.76168034, + "White_Blood_Cell_Count": 4.696707713, + "Platelet_Count": 415.6925314, + "Albumin_Level": 3.999120722, + "Alkaline_Phosphatase_Level": 74.22059137, + "Alanine_Aminotransferase_Level": 39.97008865, + "Aspartate_Aminotransferase_Level": 13.26324896, + "Creatinine_Level": 1.153087719, + "LDH_Level": 210.017804, + "Calcium_Level": 9.675520411, + "Phosphorus_Level": 4.965875558, + "Glucose_Level": 137.6134455, + "Potassium_Level": 3.555280335, + "Sodium_Level": 137.0636659, + "Smoking_Pack_Years": 60.04010968 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.8448287, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.78631218, + "White_Blood_Cell_Count": 8.205732016, + "Platelet_Count": 209.0406879, + "Albumin_Level": 3.418692439, + "Alkaline_Phosphatase_Level": 90.30825179, + "Alanine_Aminotransferase_Level": 5.196434276, + "Aspartate_Aminotransferase_Level": 49.47745527, + "Creatinine_Level": 1.340256627, + "LDH_Level": 126.6909993, + "Calcium_Level": 9.508851535, + "Phosphorus_Level": 3.7665907, + "Glucose_Level": 135.2424335, + "Potassium_Level": 3.859012864, + "Sodium_Level": 140.5504632, + "Smoking_Pack_Years": 15.62599708 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.17246475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.4279459, + "White_Blood_Cell_Count": 8.08735627, + "Platelet_Count": 179.3655272, + "Albumin_Level": 4.461557501, + "Alkaline_Phosphatase_Level": 86.39750509, + "Alanine_Aminotransferase_Level": 5.723341755, + "Aspartate_Aminotransferase_Level": 46.65297454, + "Creatinine_Level": 0.834188541, + "LDH_Level": 153.4638728, + "Calcium_Level": 8.529618783, + "Phosphorus_Level": 4.937678312, + "Glucose_Level": 70.1311336, + "Potassium_Level": 4.638210544, + "Sodium_Level": 144.69313, + "Smoking_Pack_Years": 38.96826408 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.03157866, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.07685165, + "White_Blood_Cell_Count": 4.991452672, + "Platelet_Count": 270.2659362, + "Albumin_Level": 3.125688305, + "Alkaline_Phosphatase_Level": 44.71393256, + "Alanine_Aminotransferase_Level": 26.59600563, + "Aspartate_Aminotransferase_Level": 40.30254929, + "Creatinine_Level": 0.959365051, + "LDH_Level": 135.4897694, + "Calcium_Level": 8.792126388, + "Phosphorus_Level": 4.599384625, + "Glucose_Level": 97.6876029, + "Potassium_Level": 4.612591348, + "Sodium_Level": 138.8726931, + "Smoking_Pack_Years": 76.27815301 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.41384401, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.49906701, + "White_Blood_Cell_Count": 8.006628104, + "Platelet_Count": 315.0009151, + "Albumin_Level": 3.76218594, + "Alkaline_Phosphatase_Level": 89.25666939, + "Alanine_Aminotransferase_Level": 33.26586419, + "Aspartate_Aminotransferase_Level": 27.41654236, + "Creatinine_Level": 0.701758977, + "LDH_Level": 214.8176111, + "Calcium_Level": 10.48165403, + "Phosphorus_Level": 4.356546848, + "Glucose_Level": 140.8045836, + "Potassium_Level": 4.38523901, + "Sodium_Level": 141.3520048, + "Smoking_Pack_Years": 76.72514213 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.58258411, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.30528827, + "White_Blood_Cell_Count": 7.858165813, + "Platelet_Count": 218.5576876, + "Albumin_Level": 3.315782278, + "Alkaline_Phosphatase_Level": 106.0485393, + "Alanine_Aminotransferase_Level": 9.991686758, + "Aspartate_Aminotransferase_Level": 47.07933343, + "Creatinine_Level": 0.908882949, + "LDH_Level": 232.8690771, + "Calcium_Level": 10.44991172, + "Phosphorus_Level": 2.701982107, + "Glucose_Level": 98.18224625, + "Potassium_Level": 4.559677761, + "Sodium_Level": 135.0897003, + "Smoking_Pack_Years": 82.98207671 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.48705552, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.39779846, + "White_Blood_Cell_Count": 8.430155083, + "Platelet_Count": 326.5967411, + "Albumin_Level": 4.876486766, + "Alkaline_Phosphatase_Level": 43.73635026, + "Alanine_Aminotransferase_Level": 19.82732293, + "Aspartate_Aminotransferase_Level": 38.01325956, + "Creatinine_Level": 1.302439891, + "LDH_Level": 108.9154062, + "Calcium_Level": 8.009457139, + "Phosphorus_Level": 3.098499196, + "Glucose_Level": 91.14568604, + "Potassium_Level": 3.855238123, + "Sodium_Level": 137.9843439, + "Smoking_Pack_Years": 7.618720683 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.90233876, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", 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"Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.23398751, + "White_Blood_Cell_Count": 7.503328332, + "Platelet_Count": 383.382546, + "Albumin_Level": 4.293197171, + "Alkaline_Phosphatase_Level": 32.29050071, + "Alanine_Aminotransferase_Level": 18.93567506, + "Aspartate_Aminotransferase_Level": 30.08067903, + "Creatinine_Level": 1.184860891, + "LDH_Level": 175.7139881, + "Calcium_Level": 9.094651305, + "Phosphorus_Level": 2.787117025, + "Glucose_Level": 97.19056538, + "Potassium_Level": 4.015928667, + "Sodium_Level": 137.1222185, + "Smoking_Pack_Years": 64.69029441 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.74533263, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.19149685, + "White_Blood_Cell_Count": 6.069268069, + "Platelet_Count": 176.8672796, + "Albumin_Level": 3.904565994, + "Alkaline_Phosphatase_Level": 81.8375192, + "Alanine_Aminotransferase_Level": 32.55548248, + "Aspartate_Aminotransferase_Level": 38.90184058, + "Creatinine_Level": 0.812834972, + "LDH_Level": 161.5354468, + "Calcium_Level": 8.01600166, + "Phosphorus_Level": 4.783736329, + "Glucose_Level": 141.1193978, + "Potassium_Level": 3.929057527, + "Sodium_Level": 136.4195449, + "Smoking_Pack_Years": 71.00124561 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.46440872, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.85886003, + "White_Blood_Cell_Count": 7.532188039, + "Platelet_Count": 415.3209262, + "Albumin_Level": 4.954089789, + "Alkaline_Phosphatase_Level": 84.78998628, + "Alanine_Aminotransferase_Level": 29.18173348, + "Aspartate_Aminotransferase_Level": 36.02634655, + "Creatinine_Level": 0.771719225, + "LDH_Level": 212.7100123, + "Calcium_Level": 9.331287871, + "Phosphorus_Level": 4.724149957, + "Glucose_Level": 144.0832904, + "Potassium_Level": 4.764895561, + "Sodium_Level": 143.7473772, + "Smoking_Pack_Years": 13.27375326 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.4412739, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.58748349, + "White_Blood_Cell_Count": 9.50273651, + "Platelet_Count": 160.3494929, + "Albumin_Level": 4.94822894, + "Alkaline_Phosphatase_Level": 104.3491514, + "Alanine_Aminotransferase_Level": 5.411850334, + "Aspartate_Aminotransferase_Level": 13.49400841, + "Creatinine_Level": 0.914717662, + "LDH_Level": 193.6094173, + "Calcium_Level": 9.865904207, + "Phosphorus_Level": 3.110152901, + "Glucose_Level": 117.1129761, + "Potassium_Level": 4.90784874, + "Sodium_Level": 144.6412708, + "Smoking_Pack_Years": 30.46725084 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.85420769, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.40238255, + "White_Blood_Cell_Count": 3.795331524, + "Platelet_Count": 255.8805418, + "Albumin_Level": 3.461776783, + "Alkaline_Phosphatase_Level": 49.53741004, + "Alanine_Aminotransferase_Level": 18.40108091, + "Aspartate_Aminotransferase_Level": 15.42187376, + "Creatinine_Level": 0.732260617, + "LDH_Level": 148.2741041, + "Calcium_Level": 9.053232367, + "Phosphorus_Level": 4.136715746, + "Glucose_Level": 137.9924824, + "Potassium_Level": 4.746965474, + "Sodium_Level": 140.1150104, + "Smoking_Pack_Years": 56.91753739 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.29308137, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.17604662, + "White_Blood_Cell_Count": 4.255943201, + "Platelet_Count": 318.6409086, + "Albumin_Level": 4.134337296, + "Alkaline_Phosphatase_Level": 93.31194938, + "Alanine_Aminotransferase_Level": 8.185797618, + "Aspartate_Aminotransferase_Level": 41.6663502, + "Creatinine_Level": 1.191938332, + "LDH_Level": 200.8122642, + "Calcium_Level": 10.15609755, + "Phosphorus_Level": 3.20571621, + "Glucose_Level": 95.37168267, + "Potassium_Level": 3.623195622, + "Sodium_Level": 143.6879493, + "Smoking_Pack_Years": 14.20565873 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.06547186, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.93070725, + "White_Blood_Cell_Count": 6.896548316, + "Platelet_Count": 226.4712307, + "Albumin_Level": 3.20092492, + "Alkaline_Phosphatase_Level": 33.82875273, + "Alanine_Aminotransferase_Level": 27.22815462, + "Aspartate_Aminotransferase_Level": 45.91874188, + "Creatinine_Level": 1.364398258, + "LDH_Level": 220.7140345, + "Calcium_Level": 9.563923218, + "Phosphorus_Level": 3.34584483, + "Glucose_Level": 81.44738788, + "Potassium_Level": 4.326730552, + "Sodium_Level": 136.2980745, + "Smoking_Pack_Years": 73.89846791 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.17992283, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.74312027, + "White_Blood_Cell_Count": 3.838516366, + "Platelet_Count": 342.907649, + "Albumin_Level": 4.335580641, + "Alkaline_Phosphatase_Level": 68.81175755, + "Alanine_Aminotransferase_Level": 20.34473159, + "Aspartate_Aminotransferase_Level": 26.28353747, + "Creatinine_Level": 0.999736935, + "LDH_Level": 137.6788182, + "Calcium_Level": 9.694831599, + "Phosphorus_Level": 4.476230438, + "Glucose_Level": 73.0948386, + "Potassium_Level": 4.541301259, + "Sodium_Level": 137.4675756, + "Smoking_Pack_Years": 88.34968487 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.56108832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.48386329, + "White_Blood_Cell_Count": 5.520835052, + "Platelet_Count": 336.284706, + "Albumin_Level": 3.860126334, + "Alkaline_Phosphatase_Level": 60.10549799, + "Alanine_Aminotransferase_Level": 5.943564454, + "Aspartate_Aminotransferase_Level": 49.68133301, + "Creatinine_Level": 1.334659482, + "LDH_Level": 102.3238559, + "Calcium_Level": 8.109896073, + "Phosphorus_Level": 3.502169354, + "Glucose_Level": 75.270421, + "Potassium_Level": 4.468124359, + "Sodium_Level": 143.0859008, + "Smoking_Pack_Years": 53.26806421 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.49940033, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.80261246, + "White_Blood_Cell_Count": 6.960986117, + "Platelet_Count": 182.1323585, + "Albumin_Level": 3.439027435, + "Alkaline_Phosphatase_Level": 112.6319139, + "Alanine_Aminotransferase_Level": 30.25506372, + "Aspartate_Aminotransferase_Level": 46.52104737, + "Creatinine_Level": 0.804113875, + "LDH_Level": 222.0888396, + "Calcium_Level": 9.960875539, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 82.2851572, + "Alanine_Aminotransferase_Level": 15.44333272, + "Aspartate_Aminotransferase_Level": 22.53285098, + "Creatinine_Level": 1.013503449, + "LDH_Level": 178.9660797, + "Calcium_Level": 9.759600985, + "Phosphorus_Level": 3.971041199, + "Glucose_Level": 145.329646, + "Potassium_Level": 4.0438339, + "Sodium_Level": 139.674973, + "Smoking_Pack_Years": 26.77632526 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.09995652, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.98226598, + "White_Blood_Cell_Count": 6.644165817, + "Platelet_Count": 256.2532086, + "Albumin_Level": 4.188644684, + "Alkaline_Phosphatase_Level": 105.1780394, + "Alanine_Aminotransferase_Level": 10.84332701, + "Aspartate_Aminotransferase_Level": 28.1144345, + "Creatinine_Level": 1.057723421, + "LDH_Level": 151.4990514, + "Calcium_Level": 9.041696862, + "Phosphorus_Level": 3.331660425, + "Glucose_Level": 140.7345899, + "Potassium_Level": 4.042639398, + "Sodium_Level": 136.2662652, + "Smoking_Pack_Years": 23.19940791 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.13843941, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.72568946, + "White_Blood_Cell_Count": 6.658698963, + "Platelet_Count": 374.6577696, + "Albumin_Level": 3.367284584, + "Alkaline_Phosphatase_Level": 87.77673207, + "Alanine_Aminotransferase_Level": 16.06791464, + "Aspartate_Aminotransferase_Level": 37.96480533, + "Creatinine_Level": 0.719577348, + "LDH_Level": 208.3382986, + "Calcium_Level": 8.622963705, + "Phosphorus_Level": 3.515283002, + "Glucose_Level": 134.9645493, + "Potassium_Level": 4.316239023, + "Sodium_Level": 135.2628251, + "Smoking_Pack_Years": 83.69445176 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.21953562, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.04608948, + "White_Blood_Cell_Count": 6.198363454, + "Platelet_Count": 307.4800955, + "Albumin_Level": 4.207119115, + "Alkaline_Phosphatase_Level": 103.6745033, + "Alanine_Aminotransferase_Level": 23.94168592, + "Aspartate_Aminotransferase_Level": 31.20143575, + "Creatinine_Level": 0.993682596, + "LDH_Level": 127.724967, + "Calcium_Level": 10.30287705, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.97519635, + "White_Blood_Cell_Count": 4.530319468, + "Platelet_Count": 201.4571568, + "Albumin_Level": 3.215129033, + "Alkaline_Phosphatase_Level": 103.6767265, + "Alanine_Aminotransferase_Level": 38.46482036, + "Aspartate_Aminotransferase_Level": 14.6620428, + "Creatinine_Level": 0.543083466, + "LDH_Level": 160.55983, + "Calcium_Level": 9.076570756, + "Phosphorus_Level": 4.678557154, + "Glucose_Level": 78.10087665, + "Potassium_Level": 4.802017286, + "Sodium_Level": 135.6810138, + "Smoking_Pack_Years": 32.79107744 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.20660202, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.11153755, + "White_Blood_Cell_Count": 9.241474968, + "Platelet_Count": 221.2262858, + "Albumin_Level": 3.401208071, + "Alkaline_Phosphatase_Level": 94.6781328, + "Alanine_Aminotransferase_Level": 32.30367854, + "Aspartate_Aminotransferase_Level": 24.9337661, + "Creatinine_Level": 0.529642735, + "LDH_Level": 147.1894455, + "Calcium_Level": 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.7660306, + "White_Blood_Cell_Count": 5.536746342, + "Platelet_Count": 310.5034603, + "Albumin_Level": 3.194536887, + "Alkaline_Phosphatase_Level": 81.60558786, + "Alanine_Aminotransferase_Level": 37.74982184, + "Aspartate_Aminotransferase_Level": 11.95722921, + "Creatinine_Level": 0.508306719, + "LDH_Level": 245.9630372, + "Calcium_Level": 10.37201372, + "Phosphorus_Level": 3.847077241, + "Glucose_Level": 145.1345334, + "Potassium_Level": 3.591491365, + "Sodium_Level": 144.9028521, + "Smoking_Pack_Years": 55.48655286 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.43514326, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.497913, + "White_Blood_Cell_Count": 9.069902517, + "Platelet_Count": 413.6653546, + "Albumin_Level": 3.802165581, + "Alkaline_Phosphatase_Level": 109.5356567, + "Alanine_Aminotransferase_Level": 7.716085232, + "Aspartate_Aminotransferase_Level": 12.55900118, + "Creatinine_Level": 0.726770383, + "LDH_Level": 220.7041555, + "Calcium_Level": 10.33580548, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.86394558, + "White_Blood_Cell_Count": 4.025143044, + "Platelet_Count": 224.7483219, + "Albumin_Level": 3.022500042, + "Alkaline_Phosphatase_Level": 34.22464063, + "Alanine_Aminotransferase_Level": 24.14712119, + "Aspartate_Aminotransferase_Level": 38.79125451, + "Creatinine_Level": 0.58658971, + "LDH_Level": 195.7942109, + "Calcium_Level": 9.251435669, + "Phosphorus_Level": 2.516141461, + "Glucose_Level": 104.9456802, + "Potassium_Level": 4.051570501, + "Sodium_Level": 140.5930509, + "Smoking_Pack_Years": 75.74959295 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": 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9.642394206, + "Phosphorus_Level": 2.832645357, + "Glucose_Level": 73.63771363, + "Potassium_Level": 3.791578619, + "Sodium_Level": 139.8397513, + "Smoking_Pack_Years": 30.88990862 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.27460952, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.63792482, + "White_Blood_Cell_Count": 5.54806372, + "Platelet_Count": 256.9879738, + 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110.5811367, + "Calcium_Level": 10.00399519, + "Phosphorus_Level": 2.948954074, + "Glucose_Level": 116.2687202, + "Potassium_Level": 4.096511276, + "Sodium_Level": 141.0093461, + "Smoking_Pack_Years": 63.67471828 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.57847509, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.95299387, + "White_Blood_Cell_Count": 9.979830025, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.53273375, + "White_Blood_Cell_Count": 7.448853239, + "Platelet_Count": 158.7489766, + "Albumin_Level": 4.364729528, + "Alkaline_Phosphatase_Level": 81.37688239, + "Alanine_Aminotransferase_Level": 13.06337268, + "Aspartate_Aminotransferase_Level": 34.7905846, + "Creatinine_Level": 0.648241717, + "LDH_Level": 224.0863275, + "Calcium_Level": 8.185378776, + "Phosphorus_Level": 4.205162751, + "Glucose_Level": 92.63512404, + "Potassium_Level": 4.8504293, + "Sodium_Level": 137.23327, + "Smoking_Pack_Years": 40.51209071 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.66763951, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.33381562, + "White_Blood_Cell_Count": 7.271520349, + "Platelet_Count": 186.330654, + "Albumin_Level": 4.195216052, + "Alkaline_Phosphatase_Level": 51.35296228, + "Alanine_Aminotransferase_Level": 5.126917687, + "Aspartate_Aminotransferase_Level": 17.61039054, + "Creatinine_Level": 1.373559636, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.08953738, + "White_Blood_Cell_Count": 4.017670049, + "Platelet_Count": 376.8408394, + "Albumin_Level": 4.975863184, + "Alkaline_Phosphatase_Level": 81.72309505, + "Alanine_Aminotransferase_Level": 21.27969571, + "Aspartate_Aminotransferase_Level": 32.63513691, + "Creatinine_Level": 0.95891255, + "LDH_Level": 116.438796, + "Calcium_Level": 9.529608964, + "Phosphorus_Level": 2.99222657, + "Glucose_Level": 86.5597634, + "Potassium_Level": 3.903158772, + "Sodium_Level": 144.9485987, + "Smoking_Pack_Years": 53.35077868 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.1834298, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.17239561, + "White_Blood_Cell_Count": 6.861443137, + "Platelet_Count": 331.1135382, + "Albumin_Level": 4.663245275, + "Alkaline_Phosphatase_Level": 85.51053343, + "Alanine_Aminotransferase_Level": 30.22749819, + "Aspartate_Aminotransferase_Level": 45.1072796, + "Creatinine_Level": 0.714562329, + "LDH_Level": 120.4104621, + "Calcium_Level": 8.266568958, + "Phosphorus_Level": 3.734481435, + "Glucose_Level": 88.68072842, + "Potassium_Level": 3.844876877, + "Sodium_Level": 139.4091857, + "Smoking_Pack_Years": 99.00586724 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.89466908, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.14277909, + "White_Blood_Cell_Count": 6.959711919, + "Platelet_Count": 315.8501315, + "Albumin_Level": 4.673437766, + "Alkaline_Phosphatase_Level": 89.46113122, + "Alanine_Aminotransferase_Level": 17.43117616, + "Aspartate_Aminotransferase_Level": 42.78582591, + "Creatinine_Level": 0.939098034, + "LDH_Level": 233.6930157, + "Calcium_Level": 9.106374694, + "Phosphorus_Level": 2.610507084, + "Glucose_Level": 86.14393231, + "Potassium_Level": 3.810222514, + "Sodium_Level": 141.1816145, + "Smoking_Pack_Years": 60.56114653 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.95317523, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.28114056, + "White_Blood_Cell_Count": 6.046698489, + "Platelet_Count": 403.7415649, + "Albumin_Level": 4.929133812, + "Alkaline_Phosphatase_Level": 58.14404128, + "Alanine_Aminotransferase_Level": 39.35279255, + "Aspartate_Aminotransferase_Level": 34.55119649, + "Creatinine_Level": 1.331731454, + "LDH_Level": 217.2731133, + "Calcium_Level": 10.24540496, + "Phosphorus_Level": 4.844314535, + "Glucose_Level": 141.9493487, + "Potassium_Level": 4.030794184, + "Sodium_Level": 136.1290333, + "Smoking_Pack_Years": 97.16505413 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.24113685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.56800387, + "White_Blood_Cell_Count": 8.384592661, + "Platelet_Count": 314.13646, + "Albumin_Level": 4.487667525, + "Alkaline_Phosphatase_Level": 101.2075642, + "Alanine_Aminotransferase_Level": 7.625011073, + "Aspartate_Aminotransferase_Level": 40.18194199, + "Creatinine_Level": 1.082970338, + "LDH_Level": 196.8783279, + "Calcium_Level": 8.061086572, + "Phosphorus_Level": 3.098106204, + "Glucose_Level": 125.2247287, + "Potassium_Level": 4.823066193, + "Sodium_Level": 135.1271936, + "Smoking_Pack_Years": 22.28989094 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.62547665, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.32871198, + "White_Blood_Cell_Count": 8.133024048, + "Platelet_Count": 325.9267026, + "Albumin_Level": 3.771597062, + "Alkaline_Phosphatase_Level": 116.1398547, + "Alanine_Aminotransferase_Level": 26.96128365, + "Aspartate_Aminotransferase_Level": 23.3619765, + "Creatinine_Level": 0.919776178, + "LDH_Level": 193.0343843, + "Calcium_Level": 10.28314195, + "Phosphorus_Level": 4.199895336, + "Glucose_Level": 108.4168128, + "Potassium_Level": 4.037982503, + "Sodium_Level": 144.8576028, + "Smoking_Pack_Years": 22.10256579 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.27249226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.16481049, + "White_Blood_Cell_Count": 9.909777217, + "Platelet_Count": 337.0513485, + "Albumin_Level": 4.232953653, + "Alkaline_Phosphatase_Level": 114.6889027, + "Alanine_Aminotransferase_Level": 25.34965204, + "Aspartate_Aminotransferase_Level": 17.97829783, + "Creatinine_Level": 0.505236886, + "LDH_Level": 206.0588159, + "Calcium_Level": 8.450490881, + "Phosphorus_Level": 2.645204382, + "Glucose_Level": 76.41210338, + "Potassium_Level": 3.848877348, + "Sodium_Level": 137.5543008, + "Smoking_Pack_Years": 97.75082624 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.00605158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 72, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.39775959, + "White_Blood_Cell_Count": 8.63793873, + "Platelet_Count": 358.7512933, + "Albumin_Level": 3.430451886, + "Alkaline_Phosphatase_Level": 50.30958519, + "Alanine_Aminotransferase_Level": 14.93160394, + "Aspartate_Aminotransferase_Level": 10.65191071, + "Creatinine_Level": 0.621845454, + "LDH_Level": 111.7279265, + "Calcium_Level": 9.035544616, + "Phosphorus_Level": 3.389608746, + "Glucose_Level": 124.9031884, + "Potassium_Level": 4.267449908, + "Sodium_Level": 139.4818082, + "Smoking_Pack_Years": 12.96224549 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.02253492, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.06263977, + "White_Blood_Cell_Count": 9.669768742, + "Platelet_Count": 254.9884394, + "Albumin_Level": 4.597621596, + "Alkaline_Phosphatase_Level": 106.4205886, + "Alanine_Aminotransferase_Level": 35.77385608, + "Aspartate_Aminotransferase_Level": 32.30069268, + "Creatinine_Level": 0.971130435, + "LDH_Level": 241.3571232, + "Calcium_Level": 8.280019641, + "Phosphorus_Level": 3.275776332, + "Glucose_Level": 128.6049982, + "Potassium_Level": 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11.45090872, + "Aspartate_Aminotransferase_Level": 39.44328455, + "Creatinine_Level": 1.075718454, + "LDH_Level": 201.034419, + "Calcium_Level": 8.663618796, + "Phosphorus_Level": 4.03832347, + "Glucose_Level": 143.4704637, + "Potassium_Level": 4.918064068, + "Sodium_Level": 139.0188542, + "Smoking_Pack_Years": 23.06190038 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.4214276, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.39739849, + "White_Blood_Cell_Count": 5.96370489, + "Platelet_Count": 239.2955358, + "Albumin_Level": 3.422937692, + "Alkaline_Phosphatase_Level": 65.73440889, + "Alanine_Aminotransferase_Level": 17.63295494, + "Aspartate_Aminotransferase_Level": 31.51625195, + "Creatinine_Level": 0.722187478, + "LDH_Level": 155.0303259, + "Calcium_Level": 9.971647276, + "Phosphorus_Level": 4.921098488, + "Glucose_Level": 138.932287, + "Potassium_Level": 4.436305029, + "Sodium_Level": 144.2095297, + "Smoking_Pack_Years": 30.63325598 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.13236406, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.90910448, + "White_Blood_Cell_Count": 8.727189301, + "Platelet_Count": 252.6224095, + "Albumin_Level": 4.036847513, + "Alkaline_Phosphatase_Level": 95.85579576, + "Alanine_Aminotransferase_Level": 39.95563489, + "Aspartate_Aminotransferase_Level": 15.92192952, + "Creatinine_Level": 0.581158465, + "LDH_Level": 106.7191286, + "Calcium_Level": 8.25989893, + "Phosphorus_Level": 3.278490923, + "Glucose_Level": 148.1277766, + "Potassium_Level": 4.639639586, + "Sodium_Level": 139.8240732, + "Smoking_Pack_Years": 36.44713379 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.53194131, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.70863264, + "White_Blood_Cell_Count": 7.945553111, + "Platelet_Count": 187.2800689, + "Albumin_Level": 3.529045636, + "Alkaline_Phosphatase_Level": 108.0713945, + "Alanine_Aminotransferase_Level": 20.2089146, + "Aspartate_Aminotransferase_Level": 36.57453266, + "Creatinine_Level": 1.457041422, + "LDH_Level": 171.4861391, + "Calcium_Level": 9.022600878, + "Phosphorus_Level": 2.956751162, + "Glucose_Level": 70.37155363, + "Potassium_Level": 4.460135032, 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"Aspartate_Aminotransferase_Level": 13.41456112, + "Creatinine_Level": 0.714307713, + "LDH_Level": 224.4060872, + "Calcium_Level": 9.099583634, + "Phosphorus_Level": 4.327135522, + "Glucose_Level": 72.49522852, + "Potassium_Level": 3.935432904, + "Sodium_Level": 139.2503599, + "Smoking_Pack_Years": 40.90678446 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.127831, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.67308988, + "White_Blood_Cell_Count": 8.080103888, + "Platelet_Count": 288.821644, + "Albumin_Level": 4.21979476, + "Alkaline_Phosphatase_Level": 73.22243175, + "Alanine_Aminotransferase_Level": 37.37102923, + "Aspartate_Aminotransferase_Level": 40.31682401, + "Creatinine_Level": 0.953539415, + "LDH_Level": 121.9817045, + "Calcium_Level": 8.249553745, + "Phosphorus_Level": 4.59089115, + "Glucose_Level": 125.0670929, + "Potassium_Level": 4.790139157, + "Sodium_Level": 138.6051853, + "Smoking_Pack_Years": 79.39207293 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.79628305, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.41413414, + "White_Blood_Cell_Count": 7.789343997, + "Platelet_Count": 229.7734496, + "Albumin_Level": 3.264260134, + "Alkaline_Phosphatase_Level": 72.97081183, + "Alanine_Aminotransferase_Level": 37.62774141, + "Aspartate_Aminotransferase_Level": 38.49171514, + "Creatinine_Level": 0.594089387, + "LDH_Level": 168.9702741, + "Calcium_Level": 8.829437983, + "Phosphorus_Level": 4.019375151, + "Glucose_Level": 126.9325594, + "Potassium_Level": 4.546037081, + "Sodium_Level": 138.5775685, + "Smoking_Pack_Years": 0.807681727 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.88882779, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.85233207, + "White_Blood_Cell_Count": 3.926166065, + "Platelet_Count": 322.9979853, + "Albumin_Level": 4.192854059, + "Alkaline_Phosphatase_Level": 44.86883237, + "Alanine_Aminotransferase_Level": 32.39093804, + "Aspartate_Aminotransferase_Level": 28.22923593, + "Creatinine_Level": 1.254088627, + "LDH_Level": 244.1754528, + "Calcium_Level": 8.193128063, + "Phosphorus_Level": 3.069314517, + "Glucose_Level": 121.8867912, + "Potassium_Level": 3.744113409, + "Sodium_Level": 142.9045269, + "Smoking_Pack_Years": 59.15799616 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.19067145, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.58399418, + "White_Blood_Cell_Count": 5.381439033, + "Platelet_Count": 187.9570641, + "Albumin_Level": 3.087457032, + "Alkaline_Phosphatase_Level": 60.69890863, + "Alanine_Aminotransferase_Level": 8.479942209, + "Aspartate_Aminotransferase_Level": 48.99208514, + "Creatinine_Level": 1.230017393, + "LDH_Level": 180.0352859, + "Calcium_Level": 9.685350561, + "Phosphorus_Level": 4.042048152, + "Glucose_Level": 81.85139847, + "Potassium_Level": 3.76628914, + "Sodium_Level": 139.8485382, + "Smoking_Pack_Years": 84.49005075 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.84426317, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.91721346, + "White_Blood_Cell_Count": 3.724960951, + "Platelet_Count": 425.4618537, + "Albumin_Level": 4.515863253, + "Alkaline_Phosphatase_Level": 35.07492566, + "Alanine_Aminotransferase_Level": 28.47244597, + "Aspartate_Aminotransferase_Level": 21.68790215, + "Creatinine_Level": 0.5057393, + "LDH_Level": 104.3528974, + "Calcium_Level": 8.229474277, + "Phosphorus_Level": 4.773648337, + "Glucose_Level": 98.98992176, + "Potassium_Level": 4.576986492, + "Sodium_Level": 140.3627843, + "Smoking_Pack_Years": 17.12799445 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.4584681, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.8024499, + "White_Blood_Cell_Count": 3.645994334, + "Platelet_Count": 364.0033744, + "Albumin_Level": 3.419792864, + "Alkaline_Phosphatase_Level": 72.01952339, + "Alanine_Aminotransferase_Level": 36.70321003, + "Aspartate_Aminotransferase_Level": 40.33313606, + "Creatinine_Level": 0.886835126, + "LDH_Level": 165.2855576, + "Calcium_Level": 9.282432515, + "Phosphorus_Level": 3.796051539, + "Glucose_Level": 139.280284, + "Potassium_Level": 3.722019956, + "Sodium_Level": 144.4565476, + "Smoking_Pack_Years": 30.50118039 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.93912687, + "Tumor_Location": "Lower 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.09546311, + "White_Blood_Cell_Count": 9.093279767, + "Platelet_Count": 232.3620512, + "Albumin_Level": 3.956136537, + "Alkaline_Phosphatase_Level": 83.44889011, + "Alanine_Aminotransferase_Level": 8.124270933, + "Aspartate_Aminotransferase_Level": 39.9760128, + "Creatinine_Level": 1.450814165, + "LDH_Level": 121.7961199, + "Calcium_Level": 8.467440313, + "Phosphorus_Level": 3.538355935, + "Glucose_Level": 87.3873386, + "Potassium_Level": 4.459170159, + "Sodium_Level": 135.2321166, + "Smoking_Pack_Years": 27.34659662 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.112619469, + "Glucose_Level": 74.04795717, + "Potassium_Level": 3.855358638, + "Sodium_Level": 135.059076, + "Smoking_Pack_Years": 72.55789403 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.4041524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.30520059, + "White_Blood_Cell_Count": 7.631433196, + "Platelet_Count": 428.3841982, + "Albumin_Level": 3.648364197, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.7247275, + "White_Blood_Cell_Count": 4.374243974, + "Platelet_Count": 187.7853625, + "Albumin_Level": 4.895834331, + "Alkaline_Phosphatase_Level": 50.15638987, + "Alanine_Aminotransferase_Level": 21.00178178, + "Aspartate_Aminotransferase_Level": 45.96637725, + "Creatinine_Level": 1.23902624, + "LDH_Level": 190.0236815, + "Calcium_Level": 8.211852715, + "Phosphorus_Level": 4.433101264, + "Glucose_Level": 140.541093, + "Potassium_Level": 4.234070323, + "Sodium_Level": 135.1403004, + "Smoking_Pack_Years": 43.34431986 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.4181575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.56861934, + "White_Blood_Cell_Count": 9.158407197, + "Platelet_Count": 174.9048323, + "Albumin_Level": 4.008147563, + "Alkaline_Phosphatase_Level": 31.67710157, + "Alanine_Aminotransferase_Level": 16.31944103, + "Aspartate_Aminotransferase_Level": 15.91945537, + "Creatinine_Level": 0.641904355, + "LDH_Level": 155.1497456, + "Calcium_Level": 9.001083042, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 75.49740651, + "Alanine_Aminotransferase_Level": 17.50722202, + "Aspartate_Aminotransferase_Level": 16.65146552, + "Creatinine_Level": 0.641408048, + "LDH_Level": 243.0929182, + "Calcium_Level": 10.29806208, + "Phosphorus_Level": 3.414097804, + "Glucose_Level": 108.4498331, + "Potassium_Level": 3.878673064, + "Sodium_Level": 136.7230218, + "Smoking_Pack_Years": 70.18195546 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.06505206, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.49416854, + "White_Blood_Cell_Count": 4.935715876, + "Platelet_Count": 446.0453613, + "Albumin_Level": 4.772679613, + "Alkaline_Phosphatase_Level": 106.0816559, + "Alanine_Aminotransferase_Level": 19.96010434, + "Aspartate_Aminotransferase_Level": 38.93509036, + "Creatinine_Level": 1.433323506, + "LDH_Level": 235.2253865, + "Calcium_Level": 8.441029577, + "Phosphorus_Level": 3.818814091, + "Glucose_Level": 77.63237472, + "Potassium_Level": 3.954122039, + "Sodium_Level": 142.5811296, + "Smoking_Pack_Years": 2.450863781 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": 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10.1144445, + "Phosphorus_Level": 3.835316559, + "Glucose_Level": 120.3028358, + "Potassium_Level": 3.596003604, + "Sodium_Level": 144.8074768, + "Smoking_Pack_Years": 52.90074909 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.17180004, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.25142544, + "White_Blood_Cell_Count": 9.9857518, + "Platelet_Count": 313.1388883, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.46763209, + "White_Blood_Cell_Count": 8.003919086, + "Platelet_Count": 431.3003066, + "Albumin_Level": 4.004522374, + "Alkaline_Phosphatase_Level": 56.50382693, + "Alanine_Aminotransferase_Level": 37.679026, + "Aspartate_Aminotransferase_Level": 35.6077932, + "Creatinine_Level": 0.970409473, + "LDH_Level": 196.7440717, + "Calcium_Level": 10.20267833, + "Phosphorus_Level": 4.467546995, + "Glucose_Level": 112.4884076, + "Potassium_Level": 3.911738427, + "Sodium_Level": 139.0049495, + "Smoking_Pack_Years": 58.43704031 + }, + { + "Age": 72, + "Gender": "Male", + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.0198381, + "White_Blood_Cell_Count": 7.889069922, + "Platelet_Count": 247.7993648, + "Albumin_Level": 4.180196369, + "Alkaline_Phosphatase_Level": 61.87741206, + "Alanine_Aminotransferase_Level": 22.25921477, + "Aspartate_Aminotransferase_Level": 44.60217703, + "Creatinine_Level": 0.523076601, + "LDH_Level": 134.8488402, + "Calcium_Level": 9.519071621, + "Phosphorus_Level": 3.197401349, + "Glucose_Level": 89.5398891, + "Potassium_Level": 3.889446958, + "Sodium_Level": 140.0554584, + "Smoking_Pack_Years": 25.54517193 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.85703744, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.11371822, + "White_Blood_Cell_Count": 5.032800501, + "Platelet_Count": 156.9459283, + "Albumin_Level": 3.380016157, + "Alkaline_Phosphatase_Level": 63.97553931, + "Alanine_Aminotransferase_Level": 38.77441427, + "Aspartate_Aminotransferase_Level": 29.24186848, + "Creatinine_Level": 1.437169122, + "LDH_Level": 226.3776941, + "Calcium_Level": 8.069000453, + "Phosphorus_Level": 2.757594318, + "Glucose_Level": 126.7504892, + "Potassium_Level": 4.805580496, + "Sodium_Level": 135.825209, + "Smoking_Pack_Years": 24.71120333 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.61914865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.16630051, + "White_Blood_Cell_Count": 3.552763937, + "Platelet_Count": 391.8284377, + "Albumin_Level": 3.140945595, + "Alkaline_Phosphatase_Level": 117.320254, + "Alanine_Aminotransferase_Level": 25.54224614, + "Aspartate_Aminotransferase_Level": 48.19353306, + "Creatinine_Level": 0.96577439, + "LDH_Level": 167.4036239, + "Calcium_Level": 9.92039936, + "Phosphorus_Level": 4.730378687, + "Glucose_Level": 104.3580441, + "Potassium_Level": 3.543731505, + "Sodium_Level": 135.014025, + "Smoking_Pack_Years": 93.85118816 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.93696228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.54090272, + "White_Blood_Cell_Count": 4.646269518, + "Platelet_Count": 361.6513845, + "Albumin_Level": 4.28701688, + "Alkaline_Phosphatase_Level": 88.10924162, + "Alanine_Aminotransferase_Level": 31.83709403, + "Aspartate_Aminotransferase_Level": 33.95474819, + "Creatinine_Level": 0.728121871, + "LDH_Level": 200.3993658, + "Calcium_Level": 9.291776581, + "Phosphorus_Level": 3.647763085, + "Glucose_Level": 134.7475289, + "Potassium_Level": 3.871549054, + "Sodium_Level": 138.76881, + "Smoking_Pack_Years": 8.529597072 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.78352605, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.6603446, + "White_Blood_Cell_Count": 6.071180912, + "Platelet_Count": 378.6326651, + "Albumin_Level": 3.313162157, + "Alkaline_Phosphatase_Level": 115.1671431, + "Alanine_Aminotransferase_Level": 15.16608231, + "Aspartate_Aminotransferase_Level": 12.22582785, + "Creatinine_Level": 1.349846272, + "LDH_Level": 175.0294296, + "Calcium_Level": 9.061952869, + "Phosphorus_Level": 3.932380847, + "Glucose_Level": 83.13293063, + "Potassium_Level": 4.607090588, + "Sodium_Level": 143.3968859, + "Smoking_Pack_Years": 12.36894493 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.89295056, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.10965202, + "White_Blood_Cell_Count": 5.465183242, + "Platelet_Count": 306.3776672, + "Albumin_Level": 4.736216975, + "Alkaline_Phosphatase_Level": 32.71726208, + "Alanine_Aminotransferase_Level": 8.978683005, + "Aspartate_Aminotransferase_Level": 36.62024426, + "Creatinine_Level": 0.770769322, + "LDH_Level": 239.1005292, + "Calcium_Level": 10.37187633, + "Phosphorus_Level": 4.421969787, + "Glucose_Level": 75.39293267, + "Potassium_Level": 4.269060526, + "Sodium_Level": 141.717244, + "Smoking_Pack_Years": 58.04848025 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.66878811, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.60024527, + "White_Blood_Cell_Count": 6.837665838, + "Platelet_Count": 419.9176233, + "Albumin_Level": 3.012086259, + "Alkaline_Phosphatase_Level": 107.7500056, + "Alanine_Aminotransferase_Level": 37.10194732, + "Aspartate_Aminotransferase_Level": 10.50763825, + "Creatinine_Level": 0.948012231, + "LDH_Level": 217.1532281, + "Calcium_Level": 10.38936531, + "Phosphorus_Level": 2.804848557, + "Glucose_Level": 97.77963911, + "Potassium_Level": 3.780143916, + "Sodium_Level": 136.5637723, + "Smoking_Pack_Years": 72.55239438 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.23510004, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.41158523, + "White_Blood_Cell_Count": 5.416393916, + "Platelet_Count": 394.9629222, + "Albumin_Level": 3.955426038, + "Alkaline_Phosphatase_Level": 84.31140485, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.08806864, + "White_Blood_Cell_Count": 9.751295828, + "Platelet_Count": 428.2331372, + "Albumin_Level": 4.81462117, + "Alkaline_Phosphatase_Level": 103.2538577, + "Alanine_Aminotransferase_Level": 14.85066588, + "Aspartate_Aminotransferase_Level": 23.39495339, + "Creatinine_Level": 1.154361658, + "LDH_Level": 147.2104536, + "Calcium_Level": 10.35738157, + "Phosphorus_Level": 3.34748863, + "Glucose_Level": 72.23945264, + "Potassium_Level": 3.6970868, + "Sodium_Level": 139.0409896, + "Smoking_Pack_Years": 62.82127316 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.981106929, + "Glucose_Level": 149.9206777, + "Potassium_Level": 4.787027636, + "Sodium_Level": 144.4743386, + "Smoking_Pack_Years": 44.31165734 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.12172709, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.8484162, + "White_Blood_Cell_Count": 6.370589629, + "Platelet_Count": 213.5066795, + "Albumin_Level": 4.095946928, + 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.99927039, + "White_Blood_Cell_Count": 5.311835307, + "Platelet_Count": 286.1556955, + "Albumin_Level": 4.638280846, + "Alkaline_Phosphatase_Level": 79.58285325, + "Alanine_Aminotransferase_Level": 14.10655885, + "Aspartate_Aminotransferase_Level": 26.78756461, + "Creatinine_Level": 1.439413355, + "LDH_Level": 114.327218, + "Calcium_Level": 10.22317397, + "Phosphorus_Level": 2.685296529, + "Glucose_Level": 101.1848046, + "Potassium_Level": 4.421262389, + "Sodium_Level": 142.673976, + "Smoking_Pack_Years": 8.803732528 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.51154472, + "White_Blood_Cell_Count": 5.754166112, + "Platelet_Count": 258.5288464, + "Albumin_Level": 3.181167471, + "Alkaline_Phosphatase_Level": 63.93216793, + "Alanine_Aminotransferase_Level": 9.092184006, + "Aspartate_Aminotransferase_Level": 21.27024645, + "Creatinine_Level": 0.850769619, + "LDH_Level": 119.0840155, + "Calcium_Level": 8.857718718, + "Phosphorus_Level": 4.483551607, + "Glucose_Level": 128.218331, + "Potassium_Level": 4.675405244, + "Sodium_Level": 138.3665369, + "Smoking_Pack_Years": 71.88672817 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.61554191, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.7877458, + "White_Blood_Cell_Count": 6.730006734, + "Platelet_Count": 171.3402301, + "Albumin_Level": 4.113547564, + "Alkaline_Phosphatase_Level": 80.36025043, + "Alanine_Aminotransferase_Level": 37.31679535, + "Aspartate_Aminotransferase_Level": 36.7519602, + "Creatinine_Level": 0.587075861, + "LDH_Level": 130.0248429, + "Calcium_Level": 8.280660717, + "Phosphorus_Level": 4.664773566, + "Glucose_Level": 80.16159103, + "Potassium_Level": 3.51053798, + "Sodium_Level": 141.3129041, + "Smoking_Pack_Years": 91.4952381 + }, + { + "Age": 53, + "Gender": "Female", 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148.7509463, + "Calcium_Level": 8.938165575, + "Phosphorus_Level": 4.512254375, + "Glucose_Level": 84.95054492, + "Potassium_Level": 3.686330022, + "Sodium_Level": 137.4243076, + "Smoking_Pack_Years": 28.70043462 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.85934831, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.9164627, + "White_Blood_Cell_Count": 7.648671882, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.88586075, + "White_Blood_Cell_Count": 6.7005624, + "Platelet_Count": 205.5537354, + "Albumin_Level": 4.190372111, + "Alkaline_Phosphatase_Level": 119.6158238, + "Alanine_Aminotransferase_Level": 8.856475049, + "Aspartate_Aminotransferase_Level": 35.85233572, + "Creatinine_Level": 1.009006214, + "LDH_Level": 212.8453457, + "Calcium_Level": 8.254398083, + "Phosphorus_Level": 3.281084633, + "Glucose_Level": 107.0407976, + "Potassium_Level": 4.324310432, + "Sodium_Level": 142.153669, + "Smoking_Pack_Years": 29.8168999 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.54949197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.5602922, + "White_Blood_Cell_Count": 8.714853948, + "Platelet_Count": 180.977356, + "Albumin_Level": 4.924694739, + "Alkaline_Phosphatase_Level": 56.9179907, + "Alanine_Aminotransferase_Level": 12.99768957, + "Aspartate_Aminotransferase_Level": 18.99412121, + "Creatinine_Level": 0.791226672, + "LDH_Level": 233.5831849, + "Calcium_Level": 9.483233871, + "Phosphorus_Level": 4.71532589, + "Glucose_Level": 119.1496595, + "Potassium_Level": 4.031864788, + "Sodium_Level": 135.6820939, + "Smoking_Pack_Years": 78.12604278 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.82467034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.35736778, + "White_Blood_Cell_Count": 3.861456618, + "Platelet_Count": 235.8392747, + "Albumin_Level": 3.992988107, + "Alkaline_Phosphatase_Level": 54.24792705, + "Alanine_Aminotransferase_Level": 15.6619921, + "Aspartate_Aminotransferase_Level": 45.55857007, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.78814041, + "White_Blood_Cell_Count": 7.584572652, + "Platelet_Count": 328.8976721, + "Albumin_Level": 4.062457842, + "Alkaline_Phosphatase_Level": 119.0536123, + "Alanine_Aminotransferase_Level": 39.79564024, + "Aspartate_Aminotransferase_Level": 18.98560112, + "Creatinine_Level": 1.431876507, + "LDH_Level": 133.4211426, + "Calcium_Level": 8.557268244, + "Phosphorus_Level": 4.127755544, + "Glucose_Level": 96.27270728, + "Potassium_Level": 3.688456412, + "Sodium_Level": 141.275636, + "Smoking_Pack_Years": 16.62965628 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.43158164, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.36849211, + "White_Blood_Cell_Count": 4.249132668, + "Platelet_Count": 204.2801104, + "Albumin_Level": 4.981873365, + "Alkaline_Phosphatase_Level": 66.62120848, + "Alanine_Aminotransferase_Level": 8.860528936, + "Aspartate_Aminotransferase_Level": 18.06556408, + "Creatinine_Level": 0.764040192, + "LDH_Level": 131.5201601, + "Calcium_Level": 8.678806947, + "Phosphorus_Level": 2.72970085, + "Glucose_Level": 131.3568179, + "Potassium_Level": 4.068418715, + "Sodium_Level": 143.9253079, + "Smoking_Pack_Years": 19.71295225 + }, + { 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1.136522098, + "LDH_Level": 172.3783642, + "Calcium_Level": 9.009926791, + "Phosphorus_Level": 3.877702623, + "Glucose_Level": 149.5173062, + "Potassium_Level": 4.061618006, + "Sodium_Level": 136.1629345, + "Smoking_Pack_Years": 30.82314115 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.62813759, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.48515052, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.51637249, + "White_Blood_Cell_Count": 9.508092967, + "Platelet_Count": 192.6818735, + "Albumin_Level": 3.005082167, + "Alkaline_Phosphatase_Level": 39.0068475, + "Alanine_Aminotransferase_Level": 32.19918154, + "Aspartate_Aminotransferase_Level": 13.45611112, + "Creatinine_Level": 0.876361148, + "LDH_Level": 214.3186333, + "Calcium_Level": 9.495699509, + "Phosphorus_Level": 3.148932242, + "Glucose_Level": 98.62747258, + "Potassium_Level": 4.990340516, + "Sodium_Level": 135.891539, + "Smoking_Pack_Years": 3.87470151 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.08020738, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "African 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11.31765422 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.24693517, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.60034898, + "White_Blood_Cell_Count": 9.876593483, + "Platelet_Count": 403.9154555, + "Albumin_Level": 4.077031079, + "Alkaline_Phosphatase_Level": 116.74684, + "Alanine_Aminotransferase_Level": 20.71199103, + "Aspartate_Aminotransferase_Level": 13.23026292, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.61101039, + "White_Blood_Cell_Count": 7.410386993, + "Platelet_Count": 416.6331176, + "Albumin_Level": 3.611860588, + "Alkaline_Phosphatase_Level": 50.31529345, + "Alanine_Aminotransferase_Level": 13.53223715, + "Aspartate_Aminotransferase_Level": 42.37172611, + "Creatinine_Level": 1.417528666, + "LDH_Level": 241.3460854, + "Calcium_Level": 9.986424858, + "Phosphorus_Level": 2.752281824, + "Glucose_Level": 148.8028712, + "Potassium_Level": 4.64711599, + "Sodium_Level": 144.0082126, + "Smoking_Pack_Years": 70.08641061 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.78404753, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 17.88317971, + "Creatinine_Level": 1.194012716, + "LDH_Level": 174.0487835, + "Calcium_Level": 8.166803241, + "Phosphorus_Level": 4.44982554, + "Glucose_Level": 80.80419348, + "Potassium_Level": 4.216454389, + "Sodium_Level": 140.2263556, + "Smoking_Pack_Years": 57.02853279 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.37100872, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 99, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.48823809, + "White_Blood_Cell_Count": 6.835493584, + "Platelet_Count": 174.5540787, + "Albumin_Level": 3.221590876, + "Alkaline_Phosphatase_Level": 94.64573317, + "Alanine_Aminotransferase_Level": 31.13262017, + "Aspartate_Aminotransferase_Level": 13.40397411, + "Creatinine_Level": 0.777197972, + "LDH_Level": 204.0312023, + "Calcium_Level": 9.90228042, + "Phosphorus_Level": 2.660524131, + "Glucose_Level": 97.97533024, + "Potassium_Level": 3.939705125, + "Sodium_Level": 139.2182709, + "Smoking_Pack_Years": 89.63985013 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.34163391, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.00006967, + "White_Blood_Cell_Count": 4.059332559, + "Platelet_Count": 230.9951293, + "Albumin_Level": 4.598516491, + "Alkaline_Phosphatase_Level": 116.5224136, + "Alanine_Aminotransferase_Level": 24.16125722, + "Aspartate_Aminotransferase_Level": 47.48162899, + "Creatinine_Level": 1.198129795, + "LDH_Level": 172.9471613, + "Calcium_Level": 8.140579042, + "Phosphorus_Level": 3.220627814, + "Glucose_Level": 134.9766595, + "Potassium_Level": 4.55900925, + "Sodium_Level": 139.5177299, + "Smoking_Pack_Years": 12.66016622 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.02377589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.66822011, + "White_Blood_Cell_Count": 5.507109798, + "Platelet_Count": 203.5279933, + "Albumin_Level": 4.146557284, + "Alkaline_Phosphatase_Level": 61.68037558, + "Alanine_Aminotransferase_Level": 20.55308844, + "Aspartate_Aminotransferase_Level": 33.94047838, + "Creatinine_Level": 1.270091274, + "LDH_Level": 238.2722644, + "Calcium_Level": 9.474968451, + "Phosphorus_Level": 3.01069224, + "Glucose_Level": 97.7177709, + "Potassium_Level": 3.867762339, + "Sodium_Level": 144.4436278, + "Smoking_Pack_Years": 2.457331018 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.3935589, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.84691698, + "White_Blood_Cell_Count": 8.499746846, + "Platelet_Count": 427.9003781, + "Albumin_Level": 4.189478205, + "Alkaline_Phosphatase_Level": 39.52456029, + "Alanine_Aminotransferase_Level": 31.46267839, + "Aspartate_Aminotransferase_Level": 44.60447312, + "Creatinine_Level": 0.717984316, + "LDH_Level": 115.6369771, + "Calcium_Level": 9.115480409, + "Phosphorus_Level": 3.408288747, + "Glucose_Level": 136.8783878, + "Potassium_Level": 3.75247474, + "Sodium_Level": 144.0514277, + "Smoking_Pack_Years": 49.2003598 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.18607891, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 69, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.44735413, + "White_Blood_Cell_Count": 7.842391942, + "Platelet_Count": 298.7777874, + "Albumin_Level": 4.853319481, + "Alkaline_Phosphatase_Level": 50.73902761, + "Alanine_Aminotransferase_Level": 38.76462194, + "Aspartate_Aminotransferase_Level": 15.66062301, + "Creatinine_Level": 1.20939333, + "LDH_Level": 113.1618513, + "Calcium_Level": 10.38261002, + "Phosphorus_Level": 2.70267239, + "Glucose_Level": 129.1334336, + "Potassium_Level": 3.889575704, + "Sodium_Level": 140.7144638, + "Smoking_Pack_Years": 44.1008651 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.94266214, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.86291045, + "White_Blood_Cell_Count": 9.008036006, + "Platelet_Count": 343.2086207, + "Albumin_Level": 4.477258872, + "Alkaline_Phosphatase_Level": 109.816393, + "Alanine_Aminotransferase_Level": 24.38880876, + "Aspartate_Aminotransferase_Level": 48.43430807, + "Creatinine_Level": 0.76414679, + "LDH_Level": 243.8250539, + "Calcium_Level": 9.800399904, + "Phosphorus_Level": 2.508348762, + "Glucose_Level": 140.155346, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.91237841, + "White_Blood_Cell_Count": 8.207758242, + "Platelet_Count": 195.3140645, + "Albumin_Level": 3.981795075, + "Alkaline_Phosphatase_Level": 44.5432456, + "Alanine_Aminotransferase_Level": 10.42609675, + "Aspartate_Aminotransferase_Level": 41.52683561, + "Creatinine_Level": 0.679024714, + "LDH_Level": 159.8520149, + "Calcium_Level": 10.05717871, + "Phosphorus_Level": 2.866527931, + "Glucose_Level": 147.0279223, + "Potassium_Level": 4.002390711, + "Sodium_Level": 142.7139585, + "Smoking_Pack_Years": 45.39511223 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.12431233, + "Tumor_Location": "Lower 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.92754465, + "White_Blood_Cell_Count": 8.780721017, + "Platelet_Count": 289.3744227, + "Albumin_Level": 3.265466423, + "Alkaline_Phosphatase_Level": 36.86704679, + "Alanine_Aminotransferase_Level": 35.4878267, + "Aspartate_Aminotransferase_Level": 42.61021565, + "Creatinine_Level": 1.182412411, + "LDH_Level": 142.518283, + "Calcium_Level": 8.627429897, + "Phosphorus_Level": 4.617336072, + "Glucose_Level": 101.9511279, + "Potassium_Level": 4.048141632, + "Sodium_Level": 144.0241164, + "Smoking_Pack_Years": 55.55939498 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.3609103, + "White_Blood_Cell_Count": 9.070550383, + "Platelet_Count": 361.2957494, + "Albumin_Level": 3.721746455, + "Alkaline_Phosphatase_Level": 82.94899744, + "Alanine_Aminotransferase_Level": 20.85184432, + "Aspartate_Aminotransferase_Level": 21.45307742, + "Creatinine_Level": 1.059302103, + "LDH_Level": 216.5678007, + "Calcium_Level": 9.455982854, + "Phosphorus_Level": 3.29483544, + "Glucose_Level": 126.3769288, + "Potassium_Level": 4.331068834, + "Sodium_Level": 144.8513161, + "Smoking_Pack_Years": 43.89634286 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.65151588, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.37576886, + "White_Blood_Cell_Count": 4.413078868, + "Platelet_Count": 406.1466244, + "Albumin_Level": 3.192379205, + "Alkaline_Phosphatase_Level": 35.34112704, + "Alanine_Aminotransferase_Level": 16.69578278, + "Aspartate_Aminotransferase_Level": 11.03364911, + "Creatinine_Level": 1.267611464, + "LDH_Level": 239.1213695, + "Calcium_Level": 9.763392392, + "Phosphorus_Level": 4.34559811, + "Glucose_Level": 78.27593074, + "Potassium_Level": 3.567874308, + "Sodium_Level": 140.7957415, + "Smoking_Pack_Years": 88.68175848 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.77127498, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.64658355, + "White_Blood_Cell_Count": 9.985744079, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.25295984, + "White_Blood_Cell_Count": 7.222591112, + "Platelet_Count": 181.6512356, + "Albumin_Level": 4.237274936, + "Alkaline_Phosphatase_Level": 75.2869892, + "Alanine_Aminotransferase_Level": 38.16915883, + "Aspartate_Aminotransferase_Level": 21.30991565, + "Creatinine_Level": 0.588485619, + "LDH_Level": 163.0906701, + "Calcium_Level": 8.950523912, + "Phosphorus_Level": 4.687647061, + "Glucose_Level": 146.3078449, + "Potassium_Level": 3.984657417, + "Sodium_Level": 143.3395421, + "Smoking_Pack_Years": 99.49066553 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.86401791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.86437898, + "White_Blood_Cell_Count": 9.943581226, + "Platelet_Count": 254.251261, + "Albumin_Level": 4.175821073, + "Alkaline_Phosphatase_Level": 33.18433303, + "Alanine_Aminotransferase_Level": 18.21171569, + "Aspartate_Aminotransferase_Level": 22.82130068, + "Creatinine_Level": 0.562915685, + "LDH_Level": 192.7662244, + "Calcium_Level": 8.54452549, + "Phosphorus_Level": 4.018168016, + "Glucose_Level": 76.89997106, + "Potassium_Level": 4.843472685, + "Sodium_Level": 136.2395913, + "Smoking_Pack_Years": 77.08987448 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.44207031, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.24960225, + "White_Blood_Cell_Count": 8.103266084, + "Platelet_Count": 276.9807221, + "Albumin_Level": 4.967133979, + "Alkaline_Phosphatase_Level": 61.66720761, + "Alanine_Aminotransferase_Level": 35.96916675, + "Aspartate_Aminotransferase_Level": 34.05811765, + "Creatinine_Level": 1.047525597, + "LDH_Level": 161.4569367, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.32191016, + "White_Blood_Cell_Count": 5.117408352, + "Platelet_Count": 306.1009951, + "Albumin_Level": 4.228073311, + "Alkaline_Phosphatase_Level": 62.21054564, + "Alanine_Aminotransferase_Level": 19.00022275, + "Aspartate_Aminotransferase_Level": 10.95969941, + "Creatinine_Level": 1.28015808, + "LDH_Level": 189.2747351, + "Calcium_Level": 9.586118457, + "Phosphorus_Level": 4.408784113, + "Glucose_Level": 96.73699496, + "Potassium_Level": 4.069784056, + "Sodium_Level": 137.3437333, + "Smoking_Pack_Years": 48.27519876 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.23067609, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.29708462, + "White_Blood_Cell_Count": 5.384706772, + "Platelet_Count": 303.7391612, + "Albumin_Level": 4.436724227, + "Alkaline_Phosphatase_Level": 81.88026474, + "Alanine_Aminotransferase_Level": 8.709071725, + "Aspartate_Aminotransferase_Level": 32.50738437, + "Creatinine_Level": 0.988566124, + "LDH_Level": 162.4467549, + "Calcium_Level": 8.891213644, + "Phosphorus_Level": 3.589514712, + "Glucose_Level": 133.473032, + "Potassium_Level": 3.927367971, + "Sodium_Level": 143.201734, + "Smoking_Pack_Years": 81.25957784 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.39407088, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.0632008, + "White_Blood_Cell_Count": 8.394308239, + "Platelet_Count": 206.6891789, + "Albumin_Level": 3.118385058, + "Alkaline_Phosphatase_Level": 82.87479723, + "Alanine_Aminotransferase_Level": 9.770520077, + "Aspartate_Aminotransferase_Level": 13.56572963, + "Creatinine_Level": 0.505897249, + "LDH_Level": 189.1960457, + "Calcium_Level": 9.168059267, + "Phosphorus_Level": 4.628053801, + "Glucose_Level": 74.91041367, + "Potassium_Level": 4.827408158, + "Sodium_Level": 141.8048303, + "Smoking_Pack_Years": 64.55731099 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.5593973, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.68652613, + "White_Blood_Cell_Count": 5.399711111, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.01363708, + "White_Blood_Cell_Count": 8.999942682, + "Platelet_Count": 340.1836063, + "Albumin_Level": 4.365415557, + "Alkaline_Phosphatase_Level": 78.60131127, + "Alanine_Aminotransferase_Level": 11.0773747, + "Aspartate_Aminotransferase_Level": 27.92994954, + "Creatinine_Level": 1.464656646, + "LDH_Level": 214.8952818, + "Calcium_Level": 9.018511953, + "Phosphorus_Level": 2.612057901, + "Glucose_Level": 132.4094639, + "Potassium_Level": 4.439788191, + "Sodium_Level": 140.7871711, + "Smoking_Pack_Years": 23.51253838 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.07982682, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.28532684, + "White_Blood_Cell_Count": 4.250505283, + "Platelet_Count": 257.8817545, + "Albumin_Level": 4.329483609, + "Alkaline_Phosphatase_Level": 47.27861252, + "Alanine_Aminotransferase_Level": 30.69476976, + "Aspartate_Aminotransferase_Level": 37.95219254, + "Creatinine_Level": 0.500906776, + "LDH_Level": 167.5789525, + "Calcium_Level": 9.187481712, + "Phosphorus_Level": 4.836461152, + "Glucose_Level": 139.7890653, + "Potassium_Level": 4.507706108, + "Sodium_Level": 143.9452922, + "Smoking_Pack_Years": 32.4338518 + }, + { + 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0.542040145, + "LDH_Level": 164.1178715, + "Calcium_Level": 8.54300908, + "Phosphorus_Level": 4.419020199, + "Glucose_Level": 112.8842862, + "Potassium_Level": 4.079535745, + "Sodium_Level": 141.0332053, + "Smoking_Pack_Years": 85.11290203 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.11433834, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.46153575, + "White_Blood_Cell_Count": 8.840714794, + "Platelet_Count": 314.3738677, + "Albumin_Level": 3.881570869, + "Alkaline_Phosphatase_Level": 59.15900636, + "Alanine_Aminotransferase_Level": 16.02371961, + "Aspartate_Aminotransferase_Level": 22.39560808, + "Creatinine_Level": 0.708758337, + "LDH_Level": 146.7649707, + "Calcium_Level": 8.883598054, + "Phosphorus_Level": 4.473508632, + "Glucose_Level": 86.26710316, + "Potassium_Level": 3.935379335, + "Sodium_Level": 142.9487598, + "Smoking_Pack_Years": 66.03086449 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.0615309, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.60541726, + "White_Blood_Cell_Count": 8.190972363, + "Platelet_Count": 410.2165888, + "Albumin_Level": 3.772691697, + "Alkaline_Phosphatase_Level": 31.56402679, + "Alanine_Aminotransferase_Level": 27.48759319, + "Aspartate_Aminotransferase_Level": 34.82969807, + "Creatinine_Level": 1.413229583, + "LDH_Level": 179.7983472, + "Calcium_Level": 8.340417044, + "Phosphorus_Level": 3.952389121, + "Glucose_Level": 74.24566346, + "Potassium_Level": 4.177054727, + "Sodium_Level": 143.0508551, + "Smoking_Pack_Years": 83.51515235 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.1221095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.29752755, + "White_Blood_Cell_Count": 9.418035994, + "Platelet_Count": 437.7974418, + "Albumin_Level": 3.061597692, + "Alkaline_Phosphatase_Level": 60.38685791, + "Alanine_Aminotransferase_Level": 39.00806429, + "Aspartate_Aminotransferase_Level": 33.07018042, + "Creatinine_Level": 0.986790218, + "LDH_Level": 100.8708367, + "Calcium_Level": 8.558411172, + "Phosphorus_Level": 2.541015863, + "Glucose_Level": 130.801534, + "Potassium_Level": 3.761469934, + "Sodium_Level": 138.4472349, + "Smoking_Pack_Years": 16.89588002 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.20084604, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.5851595, + "White_Blood_Cell_Count": 4.485673204, + "Platelet_Count": 323.0117464, + "Albumin_Level": 4.063465885, + "Alkaline_Phosphatase_Level": 61.79639689, + "Alanine_Aminotransferase_Level": 10.45535238, + "Aspartate_Aminotransferase_Level": 38.50379489, + "Creatinine_Level": 1.444668648, + "LDH_Level": 241.4699285, + "Calcium_Level": 9.213896668, + "Phosphorus_Level": 4.579032772, + "Glucose_Level": 115.9313045, + "Potassium_Level": 4.540984139, + "Sodium_Level": 138.9288275, + "Smoking_Pack_Years": 58.69642878 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.16155221, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.00738714, + "White_Blood_Cell_Count": 5.242632737, + "Platelet_Count": 392.2852354, + "Albumin_Level": 4.721039631, + "Alkaline_Phosphatase_Level": 50.66570622, + "Alanine_Aminotransferase_Level": 35.6285914, + "Aspartate_Aminotransferase_Level": 28.59020164, + "Creatinine_Level": 1.191133895, + "LDH_Level": 105.1488221, + "Calcium_Level": 8.980206619, + "Phosphorus_Level": 4.262577101, + "Glucose_Level": 100.1376732, + "Potassium_Level": 4.20329506, + "Sodium_Level": 138.0399107, + "Smoking_Pack_Years": 31.98429368 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.58327934, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.17450385, + "White_Blood_Cell_Count": 6.172608759, + "Platelet_Count": 268.9866033, + "Albumin_Level": 3.056877937, + "Alkaline_Phosphatase_Level": 51.85032645, + "Alanine_Aminotransferase_Level": 7.489806324, + "Aspartate_Aminotransferase_Level": 20.30770133, + "Creatinine_Level": 1.051114243, + "LDH_Level": 191.1951818, + "Calcium_Level": 8.950102134, + "Phosphorus_Level": 4.179203333, + "Glucose_Level": 93.67835488, + "Potassium_Level": 3.833080896, + "Sodium_Level": 138.4161884, + "Smoking_Pack_Years": 79.28764906 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.2798925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.13239336, + "White_Blood_Cell_Count": 6.21106907, + "Platelet_Count": 273.4391003, + "Albumin_Level": 4.794119275, + "Alkaline_Phosphatase_Level": 42.72490762, + "Alanine_Aminotransferase_Level": 17.79881427, + "Aspartate_Aminotransferase_Level": 29.91687146, + "Creatinine_Level": 0.868663831, + "LDH_Level": 127.3937086, + "Calcium_Level": 9.943276727, + "Phosphorus_Level": 4.521571092, + "Glucose_Level": 112.1051094, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.98098604, + "White_Blood_Cell_Count": 4.547440337, + "Platelet_Count": 236.6988172, + "Albumin_Level": 3.713266823, + "Alkaline_Phosphatase_Level": 112.3378863, + "Alanine_Aminotransferase_Level": 32.12586145, + "Aspartate_Aminotransferase_Level": 18.48194872, + "Creatinine_Level": 1.14156644, + "LDH_Level": 218.145476, + "Calcium_Level": 8.181341949, + "Phosphorus_Level": 4.359477971, + "Glucose_Level": 98.86199983, + "Potassium_Level": 4.691917391, + "Sodium_Level": 143.5802671, + "Smoking_Pack_Years": 74.12473391 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.49841707, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.70970584, + "White_Blood_Cell_Count": 9.293288256, + "Platelet_Count": 362.4063896, + "Albumin_Level": 4.935697433, + "Alkaline_Phosphatase_Level": 118.2612117, + "Alanine_Aminotransferase_Level": 24.44794642, + "Aspartate_Aminotransferase_Level": 44.64163574, + "Creatinine_Level": 1.396083584, + "LDH_Level": 178.5136771, + "Calcium_Level": 9.111109941, + "Phosphorus_Level": 2.864190545, + "Glucose_Level": 122.9658458, + 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"Alanine_Aminotransferase_Level": 34.89042625, + "Aspartate_Aminotransferase_Level": 27.08741115, + "Creatinine_Level": 1.366969572, + "LDH_Level": 170.8363251, + "Calcium_Level": 9.150331817, + "Phosphorus_Level": 4.572343189, + "Glucose_Level": 115.1993257, + "Potassium_Level": 4.104267322, + "Sodium_Level": 138.1294493, + "Smoking_Pack_Years": 83.36591046 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.19175937, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.60709443, + "White_Blood_Cell_Count": 4.237156947, + "Platelet_Count": 173.3158134, + "Albumin_Level": 4.725430776, + "Alkaline_Phosphatase_Level": 79.57848873, + "Alanine_Aminotransferase_Level": 6.452744962, + "Aspartate_Aminotransferase_Level": 42.15773923, + "Creatinine_Level": 1.480595652, + "LDH_Level": 238.7815506, + "Calcium_Level": 10.0901121, + "Phosphorus_Level": 3.210794444, + "Glucose_Level": 107.8110056, + "Potassium_Level": 4.747195114, + "Sodium_Level": 144.6358864, + "Smoking_Pack_Years": 88.65275233 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.49985099, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.67580228, + "White_Blood_Cell_Count": 4.497404224, + "Platelet_Count": 226.8242369, + "Albumin_Level": 4.066502708, + "Alkaline_Phosphatase_Level": 49.52971304, + "Alanine_Aminotransferase_Level": 37.29135295, + "Aspartate_Aminotransferase_Level": 22.79995445, + "Creatinine_Level": 0.789311525, + "LDH_Level": 162.4824863, + "Calcium_Level": 8.912145096, + "Phosphorus_Level": 3.893133722, + "Glucose_Level": 76.99046836, + "Potassium_Level": 4.392910843, + "Sodium_Level": 141.8551572, + "Smoking_Pack_Years": 20.98910064 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.36096075, + "Tumor_Location": 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117.621497, + "Alanine_Aminotransferase_Level": 6.264509409, + "Aspartate_Aminotransferase_Level": 35.81028121, + "Creatinine_Level": 0.631020988, + "LDH_Level": 159.8934982, + "Calcium_Level": 8.36081429, + "Phosphorus_Level": 2.784119283, + "Glucose_Level": 146.6460913, + "Potassium_Level": 4.252492839, + "Sodium_Level": 135.1417626, + "Smoking_Pack_Years": 29.30520468 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.41295209, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.71231643, + "White_Blood_Cell_Count": 7.043039063, + "Platelet_Count": 310.8868955, + "Albumin_Level": 4.13987978, + "Alkaline_Phosphatase_Level": 101.8418994, + "Alanine_Aminotransferase_Level": 10.46899862, + "Aspartate_Aminotransferase_Level": 21.36601861, + "Creatinine_Level": 1.188008982, + "LDH_Level": 191.6112286, + "Calcium_Level": 8.312179504, + "Phosphorus_Level": 4.137763356, + "Glucose_Level": 98.09734154, + "Potassium_Level": 4.218588398, + "Sodium_Level": 140.8516977, + "Smoking_Pack_Years": 27.9951334 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.58774295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.05640267, + "White_Blood_Cell_Count": 3.523350937, + "Platelet_Count": 232.0987291, + "Albumin_Level": 4.608958035, + "Alkaline_Phosphatase_Level": 45.26144687, + "Alanine_Aminotransferase_Level": 16.99683657, + "Aspartate_Aminotransferase_Level": 39.34668952, + "Creatinine_Level": 1.091470587, + "LDH_Level": 177.6400791, + "Calcium_Level": 8.47920578, + "Phosphorus_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.77335674, + "White_Blood_Cell_Count": 8.148212496, + "Platelet_Count": 407.4286074, + "Albumin_Level": 3.286288263, + "Alkaline_Phosphatase_Level": 81.99789759, + "Alanine_Aminotransferase_Level": 26.68056989, + "Aspartate_Aminotransferase_Level": 34.76806169, + "Creatinine_Level": 1.238019822, + "LDH_Level": 103.2217516, + "Calcium_Level": 10.04023242, + "Phosphorus_Level": 4.867845263, + "Glucose_Level": 98.65057654, + "Potassium_Level": 3.797842113, + "Sodium_Level": 140.0322742, + "Smoking_Pack_Years": 21.316936 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.09363705, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.73664183, + "White_Blood_Cell_Count": 7.219671791, + "Platelet_Count": 373.5743228, + "Albumin_Level": 3.890660288, + "Alkaline_Phosphatase_Level": 74.30433997, + "Alanine_Aminotransferase_Level": 6.921788335, + "Aspartate_Aminotransferase_Level": 11.20470981, + "Creatinine_Level": 0.978653742, + "LDH_Level": 145.5269709, + "Calcium_Level": 9.772521342, + "Phosphorus_Level": 2.874808192, + "Glucose_Level": 109.135846, + "Potassium_Level": 3.899383973, + "Sodium_Level": 140.4376481, + "Smoking_Pack_Years": 94.68109618 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.05311427, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.70101703, + "White_Blood_Cell_Count": 7.22590378, + "Platelet_Count": 273.5776185, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.09780643, + "White_Blood_Cell_Count": 9.669795527, + "Platelet_Count": 206.7329433, + "Albumin_Level": 3.513499504, + "Alkaline_Phosphatase_Level": 110.1981157, + "Alanine_Aminotransferase_Level": 10.46573995, + "Aspartate_Aminotransferase_Level": 24.4056599, + "Creatinine_Level": 0.504278961, + "LDH_Level": 220.6902973, + "Calcium_Level": 10.02217107, + "Phosphorus_Level": 4.194217028, + "Glucose_Level": 112.8553211, + "Potassium_Level": 3.984467648, + "Sodium_Level": 136.7423753, + "Smoking_Pack_Years": 27.2847748 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.40693147, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.43385694, + "White_Blood_Cell_Count": 9.307269769, + "Platelet_Count": 231.6526365, + "Albumin_Level": 3.340309666, + "Alkaline_Phosphatase_Level": 64.68104173, + "Alanine_Aminotransferase_Level": 11.1746046, + "Aspartate_Aminotransferase_Level": 49.76068212, + "Creatinine_Level": 1.32523584, + "LDH_Level": 161.7281081, + "Calcium_Level": 8.461630737, + "Phosphorus_Level": 4.140482124, + "Glucose_Level": 89.3068483, + "Potassium_Level": 4.965590034, + "Sodium_Level": 144.9799419, + "Smoking_Pack_Years": 64.95140408 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.22231509, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.37535263, + "White_Blood_Cell_Count": 3.690768732, + "Platelet_Count": 306.2795203, + "Albumin_Level": 3.218470995, + "Alkaline_Phosphatase_Level": 64.24362269, + "Alanine_Aminotransferase_Level": 38.08485178, + "Aspartate_Aminotransferase_Level": 19.39726508, + "Creatinine_Level": 0.529924534, + "LDH_Level": 201.4004553, + "Calcium_Level": 8.206062297, + "Phosphorus_Level": 3.97026127, + "Glucose_Level": 127.5616005, + "Potassium_Level": 4.805571239, + "Sodium_Level": 135.020777, + "Smoking_Pack_Years": 19.06018732 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.82475286, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.93078656, + "White_Blood_Cell_Count": 9.540386033, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.9086305, + "White_Blood_Cell_Count": 4.255536504, + "Platelet_Count": 406.9549383, + "Albumin_Level": 3.767123262, + "Alkaline_Phosphatase_Level": 73.67167553, + "Alanine_Aminotransferase_Level": 10.25724902, + "Aspartate_Aminotransferase_Level": 23.19446864, + "Creatinine_Level": 0.552664389, + "LDH_Level": 148.2489345, + "Calcium_Level": 8.716945773, + "Phosphorus_Level": 3.696835183, + "Glucose_Level": 81.99514582, + "Potassium_Level": 4.644626259, + "Sodium_Level": 144.7626719, + "Smoking_Pack_Years": 22.7532616 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.29601853, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.17616907, + "White_Blood_Cell_Count": 6.874630366, + "Platelet_Count": 323.4767638, + "Albumin_Level": 4.032311469, + "Alkaline_Phosphatase_Level": 114.9042805, + "Alanine_Aminotransferase_Level": 5.065171667, + "Aspartate_Aminotransferase_Level": 15.08385181, + "Creatinine_Level": 0.893315619, + "LDH_Level": 150.0073775, + "Calcium_Level": 9.239223212, + "Phosphorus_Level": 3.3490598, + "Glucose_Level": 103.5624051, + "Potassium_Level": 4.363782678, + "Sodium_Level": 143.392831, + "Smoking_Pack_Years": 59.14585187 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.88132129, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.19926483, + "White_Blood_Cell_Count": 5.304626504, + "Platelet_Count": 367.793807, + "Albumin_Level": 3.58464639, + "Alkaline_Phosphatase_Level": 104.8483064, + "Alanine_Aminotransferase_Level": 20.14663713, + "Aspartate_Aminotransferase_Level": 15.0630528, + "Creatinine_Level": 0.578349004, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.50383036, + "White_Blood_Cell_Count": 7.283598768, + "Platelet_Count": 300.8649099, + "Albumin_Level": 3.554974025, + "Alkaline_Phosphatase_Level": 61.72310124, + "Alanine_Aminotransferase_Level": 35.65148943, + "Aspartate_Aminotransferase_Level": 38.3308752, + "Creatinine_Level": 0.562218246, + "LDH_Level": 183.8601589, + "Calcium_Level": 8.101199774, + "Phosphorus_Level": 4.593177029, + "Glucose_Level": 123.2644406, + "Potassium_Level": 4.581444137, + "Sodium_Level": 135.5939502, + "Smoking_Pack_Years": 76.85904318 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.13688389, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.11349584, + "White_Blood_Cell_Count": 9.317482808, + "Platelet_Count": 283.6895829, + "Albumin_Level": 4.665300142, + "Alkaline_Phosphatase_Level": 91.08529717, + "Alanine_Aminotransferase_Level": 6.453271621, + "Aspartate_Aminotransferase_Level": 42.08219296, + "Creatinine_Level": 1.243603275, + "LDH_Level": 151.7236508, + "Calcium_Level": 8.85824038, + "Phosphorus_Level": 3.179280993, + "Glucose_Level": 75.89276697, + "Potassium_Level": 4.299178494, + "Sodium_Level": 142.2131207, + "Smoking_Pack_Years": 89.40336469 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.09668041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.50459599, + "White_Blood_Cell_Count": 3.937843861, + "Platelet_Count": 218.0408168, + "Albumin_Level": 4.408746918, + "Alkaline_Phosphatase_Level": 32.69194195, + "Alanine_Aminotransferase_Level": 7.991977509, + "Aspartate_Aminotransferase_Level": 36.22768256, + "Creatinine_Level": 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1.306989902, + "LDH_Level": 119.366378, + "Calcium_Level": 10.14181902, + "Phosphorus_Level": 4.328099839, + "Glucose_Level": 85.56290913, + "Potassium_Level": 4.735390451, + "Sodium_Level": 135.8479615, + "Smoking_Pack_Years": 14.18911028 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.42556675, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.95600831, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.35097594, + "White_Blood_Cell_Count": 6.683924474, + "Platelet_Count": 337.7562821, + "Albumin_Level": 4.505575248, + "Alkaline_Phosphatase_Level": 76.65000895, + "Alanine_Aminotransferase_Level": 31.39922761, + "Aspartate_Aminotransferase_Level": 41.36252639, + "Creatinine_Level": 0.564923909, + "LDH_Level": 171.4965079, + "Calcium_Level": 9.023656526, + "Phosphorus_Level": 4.527069137, + "Glucose_Level": 130.0858615, + "Potassium_Level": 4.308105814, + "Sodium_Level": 143.9677759, + "Smoking_Pack_Years": 83.22517005 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.12191098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.21107598, + "White_Blood_Cell_Count": 5.997002845, + "Platelet_Count": 151.7191766, + "Albumin_Level": 4.963110025, + "Alkaline_Phosphatase_Level": 86.11618115, + "Alanine_Aminotransferase_Level": 7.381165584, + "Aspartate_Aminotransferase_Level": 41.05057416, + "Creatinine_Level": 1.244531871, + "LDH_Level": 221.6412667, + "Calcium_Level": 9.147885923, + "Phosphorus_Level": 4.943542673, 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48.31632886, + "Alanine_Aminotransferase_Level": 28.17190599, + "Aspartate_Aminotransferase_Level": 21.91805576, + "Creatinine_Level": 1.388554037, + "LDH_Level": 127.2727819, + "Calcium_Level": 9.556067182, + "Phosphorus_Level": 3.638154979, + "Glucose_Level": 105.5216531, + "Potassium_Level": 3.791440609, + "Sodium_Level": 144.7104022, + "Smoking_Pack_Years": 8.668472794 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.68251032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.25886888, + "White_Blood_Cell_Count": 3.523986222, + "Platelet_Count": 273.0487052, + "Albumin_Level": 3.446789585, + "Alkaline_Phosphatase_Level": 97.52096609, + "Alanine_Aminotransferase_Level": 23.3385409, + "Aspartate_Aminotransferase_Level": 21.21344306, + "Creatinine_Level": 0.838459968, + "LDH_Level": 149.7278996, + "Calcium_Level": 9.499297706, + "Phosphorus_Level": 4.009341385, + "Glucose_Level": 149.8610078, + "Potassium_Level": 4.896181075, + "Sodium_Level": 140.4120704, + "Smoking_Pack_Years": 26.64789411 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.28616757, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.08886735, + "White_Blood_Cell_Count": 4.181715293, + "Platelet_Count": 227.8101613, + "Albumin_Level": 4.5359438, + "Alkaline_Phosphatase_Level": 97.32848489, + "Alanine_Aminotransferase_Level": 28.26051115, + "Aspartate_Aminotransferase_Level": 10.3692611, + "Creatinine_Level": 0.699913037, + "LDH_Level": 136.9577305, + "Calcium_Level": 9.298194764, + "Phosphorus_Level": 4.044673194, + "Glucose_Level": 148.2564539, + "Potassium_Level": 3.932966409, + "Sodium_Level": 138.5877956, + "Smoking_Pack_Years": 58.58038556 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.98488523, + "Tumor_Location": "Upper 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134.553663, + "Potassium_Level": 4.831662307, + "Sodium_Level": 138.5692084, + "Smoking_Pack_Years": 95.59770421 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.04936793, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.08930126, + "White_Blood_Cell_Count": 4.683644994, + "Platelet_Count": 246.3359779, + "Albumin_Level": 4.36145944, + "Alkaline_Phosphatase_Level": 119.9099866, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.83112919, + "White_Blood_Cell_Count": 3.696919963, + "Platelet_Count": 408.6570376, + "Albumin_Level": 3.654401208, + "Alkaline_Phosphatase_Level": 63.17138138, + "Alanine_Aminotransferase_Level": 38.039807, + "Aspartate_Aminotransferase_Level": 16.24328945, + "Creatinine_Level": 1.101312966, + "LDH_Level": 118.2629159, + "Calcium_Level": 10.10243967, + "Phosphorus_Level": 4.106455277, + "Glucose_Level": 147.4176165, + "Potassium_Level": 3.825396387, + "Sodium_Level": 142.6246952, + "Smoking_Pack_Years": 23.47687632 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.15585522, + "White_Blood_Cell_Count": 5.035188357, + "Platelet_Count": 248.446041, + "Albumin_Level": 3.226556795, + "Alkaline_Phosphatase_Level": 54.32416124, + "Alanine_Aminotransferase_Level": 8.773840523, + "Aspartate_Aminotransferase_Level": 23.89281902, + "Creatinine_Level": 0.715133606, + "LDH_Level": 199.2392194, + "Calcium_Level": 10.43964701, + "Phosphorus_Level": 4.463027162, + "Glucose_Level": 115.8686824, + "Potassium_Level": 3.870883894, + "Sodium_Level": 140.1011557, + "Smoking_Pack_Years": 49.70262882 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.29266854, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.95960293, + "White_Blood_Cell_Count": 5.51158946, + "Platelet_Count": 427.1808454, + "Albumin_Level": 4.494036776, + "Alkaline_Phosphatase_Level": 101.6059134, + "Alanine_Aminotransferase_Level": 26.31443212, + "Aspartate_Aminotransferase_Level": 40.58973837, + "Creatinine_Level": 1.364140039, + "LDH_Level": 151.7877087, + "Calcium_Level": 8.229996876, + "Phosphorus_Level": 4.22730699, + "Glucose_Level": 142.2676187, + "Potassium_Level": 3.944108792, + "Sodium_Level": 135.1707806, + "Smoking_Pack_Years": 21.4865632 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.80178151, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.86731613, + "White_Blood_Cell_Count": 8.243187547, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.73218142, + "White_Blood_Cell_Count": 9.039156254, + "Platelet_Count": 274.7547209, + "Albumin_Level": 3.106816194, + "Alkaline_Phosphatase_Level": 87.36739142, + "Alanine_Aminotransferase_Level": 23.67472898, + "Aspartate_Aminotransferase_Level": 34.18614329, + "Creatinine_Level": 1.037221969, + "LDH_Level": 194.6356141, + "Calcium_Level": 8.240434352, + "Phosphorus_Level": 2.69626502, + "Glucose_Level": 75.52583408, + "Potassium_Level": 4.741533974, + "Sodium_Level": 144.1073232, + "Smoking_Pack_Years": 72.75328786 + }, + { + "Age": 43, + "Gender": "Male", 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143.9409509, + "Calcium_Level": 8.792121216, + "Phosphorus_Level": 4.112854391, + "Glucose_Level": 100.1487501, + "Potassium_Level": 3.980168697, + "Sodium_Level": 139.160715, + "Smoking_Pack_Years": 19.55288201 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.8955978, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.60102982, + "White_Blood_Cell_Count": 4.728827879, + 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"Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.40854547, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.25361209, + "White_Blood_Cell_Count": 9.356040382, + "Platelet_Count": 281.7273216, + "Albumin_Level": 3.099497667, + "Alkaline_Phosphatase_Level": 117.4575688, + "Alanine_Aminotransferase_Level": 18.01392397, + "Aspartate_Aminotransferase_Level": 16.62240065, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.02784604, + "White_Blood_Cell_Count": 6.436021, + "Platelet_Count": 330.3326624, + "Albumin_Level": 3.768304967, + "Alkaline_Phosphatase_Level": 46.71668151, + "Alanine_Aminotransferase_Level": 13.72423001, + "Aspartate_Aminotransferase_Level": 17.72520276, + "Creatinine_Level": 1.198866341, + "LDH_Level": 199.8213313, + "Calcium_Level": 9.931433422, + "Phosphorus_Level": 2.894638029, + "Glucose_Level": 116.0134209, + "Potassium_Level": 4.353839322, + "Sodium_Level": 143.4834434, + "Smoking_Pack_Years": 27.02805513 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.6463394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.02858844, + "White_Blood_Cell_Count": 4.077329588, + "Platelet_Count": 367.2634253, + "Albumin_Level": 4.160026072, + "Alkaline_Phosphatase_Level": 88.75917627, + "Alanine_Aminotransferase_Level": 23.07828013, + "Aspartate_Aminotransferase_Level": 32.57200014, + "Creatinine_Level": 0.52850655, + "LDH_Level": 170.0642526, + "Calcium_Level": 8.266263406, + "Phosphorus_Level": 4.626721232, + "Glucose_Level": 116.8091913, + "Potassium_Level": 3.923583927, + "Sodium_Level": 138.332336, + "Smoking_Pack_Years": 16.60317524 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.09489618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.09156423, + "White_Blood_Cell_Count": 9.707090563, + "Platelet_Count": 353.5874411, + "Albumin_Level": 4.845844557, + "Alkaline_Phosphatase_Level": 54.53184196, + "Alanine_Aminotransferase_Level": 35.05855336, + "Aspartate_Aminotransferase_Level": 38.95776035, + "Creatinine_Level": 0.860801062, + "LDH_Level": 200.4428641, + "Calcium_Level": 10.06642175, + "Phosphorus_Level": 4.982784324, + "Glucose_Level": 128.593766, + "Potassium_Level": 4.908298898, + "Sodium_Level": 135.2490544, + "Smoking_Pack_Years": 63.99811086 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.34829084, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.48218988, + "White_Blood_Cell_Count": 7.570284409, + "Platelet_Count": 436.7098252, + "Albumin_Level": 3.917836161, + "Alkaline_Phosphatase_Level": 115.1765884, + "Alanine_Aminotransferase_Level": 33.4224811, + "Aspartate_Aminotransferase_Level": 17.32186087, + "Creatinine_Level": 0.628265894, + "LDH_Level": 108.4706582, + "Calcium_Level": 8.773956407, + "Phosphorus_Level": 3.232656906, + "Glucose_Level": 97.67745248, + "Potassium_Level": 3.813077656, + "Sodium_Level": 137.3121922, + "Smoking_Pack_Years": 4.7760514 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.15605738, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.40160953, + "White_Blood_Cell_Count": 5.173410947, + "Platelet_Count": 319.8683091, + "Albumin_Level": 4.099639849, + "Alkaline_Phosphatase_Level": 65.11740997, + "Alanine_Aminotransferase_Level": 17.91154364, + "Aspartate_Aminotransferase_Level": 15.14239705, + "Creatinine_Level": 1.199050338, + "LDH_Level": 124.1653678, + "Calcium_Level": 8.022834218, + "Phosphorus_Level": 4.641180698, + "Glucose_Level": 147.3689131, + "Potassium_Level": 4.527336417, + "Sodium_Level": 135.3642954, + "Smoking_Pack_Years": 7.103294969 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.58160865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.41572369, + "White_Blood_Cell_Count": 7.313117221, + "Platelet_Count": 287.1002185, + "Albumin_Level": 4.550661549, + "Alkaline_Phosphatase_Level": 60.61050606, + "Alanine_Aminotransferase_Level": 12.1878647, + "Aspartate_Aminotransferase_Level": 46.06099328, + "Creatinine_Level": 0.772029906, + "LDH_Level": 172.6458623, + "Calcium_Level": 9.737286891, + "Phosphorus_Level": 3.44408262, + "Glucose_Level": 120.7791673, + "Potassium_Level": 3.813496014, + "Sodium_Level": 139.3408012, + "Smoking_Pack_Years": 15.75452113 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.5926264, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.96748243, + "White_Blood_Cell_Count": 9.578171634, + "Platelet_Count": 154.0241812, + "Albumin_Level": 4.85746365, + "Alkaline_Phosphatase_Level": 49.53034814, + "Alanine_Aminotransferase_Level": 22.35619341, + "Aspartate_Aminotransferase_Level": 20.40096991, + "Creatinine_Level": 0.529300901, + "LDH_Level": 187.3467205, + "Calcium_Level": 8.325000696, + "Phosphorus_Level": 3.98723473, + "Glucose_Level": 116.4398286, + "Potassium_Level": 4.065383736, + "Sodium_Level": 138.8663583, + "Smoking_Pack_Years": 34.01600055 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.72887616, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 75, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.56865539, + "White_Blood_Cell_Count": 6.111107455, + "Platelet_Count": 321.6874362, + "Albumin_Level": 4.578358272, + "Alkaline_Phosphatase_Level": 95.29497665, + "Alanine_Aminotransferase_Level": 15.31317359, + "Aspartate_Aminotransferase_Level": 32.5588946, + "Creatinine_Level": 0.724304563, + "LDH_Level": 215.7746823, + "Calcium_Level": 9.282426504, + "Phosphorus_Level": 4.029519649, + "Glucose_Level": 70.05188348, + "Potassium_Level": 4.57574184, + "Sodium_Level": 138.1074496, + "Smoking_Pack_Years": 29.70269823 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.32893853, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.50953783, + "White_Blood_Cell_Count": 5.855293569, + "Platelet_Count": 363.6932595, + "Albumin_Level": 3.116558695, + "Alkaline_Phosphatase_Level": 66.48083886, + "Alanine_Aminotransferase_Level": 8.173878967, + "Aspartate_Aminotransferase_Level": 38.36771818, + "Creatinine_Level": 0.856712397, + "LDH_Level": 230.8860421, + "Calcium_Level": 8.766157143, + "Phosphorus_Level": 3.558739667, + "Glucose_Level": 136.0861615, + "Potassium_Level": 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"Aspartate_Aminotransferase_Level": 19.57697754, + "Creatinine_Level": 0.500383323, + "LDH_Level": 184.6525903, + "Calcium_Level": 8.327612028, + "Phosphorus_Level": 2.526553191, + "Glucose_Level": 149.9526699, + "Potassium_Level": 4.060847127, + "Sodium_Level": 137.8962221, + "Smoking_Pack_Years": 40.17847049 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.09938948, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.30658593, + "White_Blood_Cell_Count": 7.015095185, + "Platelet_Count": 189.148773, + "Albumin_Level": 3.181843864, + "Alkaline_Phosphatase_Level": 33.36810939, + "Alanine_Aminotransferase_Level": 19.80305057, + "Aspartate_Aminotransferase_Level": 21.6043985, + "Creatinine_Level": 1.302772472, + "LDH_Level": 127.5512516, + "Calcium_Level": 9.934954375, + "Phosphorus_Level": 4.230457108, + "Glucose_Level": 125.3968353, + "Potassium_Level": 4.513688011, + "Sodium_Level": 139.7881719, + "Smoking_Pack_Years": 62.66641233 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.22836898, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.45544395, + "White_Blood_Cell_Count": 4.656349269, + "Platelet_Count": 444.4393312, + "Albumin_Level": 3.615180623, + "Alkaline_Phosphatase_Level": 76.22777955, + "Alanine_Aminotransferase_Level": 24.38042842, + "Aspartate_Aminotransferase_Level": 32.10080987, + "Creatinine_Level": 0.654834957, + "LDH_Level": 130.6578586, + "Calcium_Level": 9.179904484, + "Phosphorus_Level": 2.906575858, + "Glucose_Level": 136.9771893, + "Potassium_Level": 4.731484188, + "Sodium_Level": 141.9950773, + "Smoking_Pack_Years": 6.9820112 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.50482562, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.78024517, + "White_Blood_Cell_Count": 7.455357665, + "Platelet_Count": 409.1538966, + "Albumin_Level": 3.401957584, + "Alkaline_Phosphatase_Level": 54.10052494, + "Alanine_Aminotransferase_Level": 7.038345242, + "Aspartate_Aminotransferase_Level": 17.56495611, + "Creatinine_Level": 0.507067582, + "LDH_Level": 180.5741396, + "Calcium_Level": 8.557116977, + "Phosphorus_Level": 4.471078068, + "Glucose_Level": 142.520615, + "Potassium_Level": 4.540254006, 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"Aspartate_Aminotransferase_Level": 43.17817887, + "Creatinine_Level": 0.557028141, + "LDH_Level": 159.4726793, + "Calcium_Level": 10.01711622, + "Phosphorus_Level": 4.850875827, + "Glucose_Level": 111.8099162, + "Potassium_Level": 4.792064671, + "Sodium_Level": 137.6146717, + "Smoking_Pack_Years": 7.118767502 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.45810083, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.67553107, + "White_Blood_Cell_Count": 7.082292952, + "Platelet_Count": 433.2426761, + "Albumin_Level": 3.820891515, + "Alkaline_Phosphatase_Level": 105.6437809, + "Alanine_Aminotransferase_Level": 33.9703123, + "Aspartate_Aminotransferase_Level": 38.74973102, + "Creatinine_Level": 1.142422622, + "LDH_Level": 154.8561005, + "Calcium_Level": 9.468286582, + "Phosphorus_Level": 4.900000129, + "Glucose_Level": 115.354094, + "Potassium_Level": 4.137125455, + "Sodium_Level": 138.6472628, + "Smoking_Pack_Years": 10.77716974 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.58496625, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.36194018, + "White_Blood_Cell_Count": 4.699298002, + "Platelet_Count": 409.3593222, + "Albumin_Level": 3.772687494, + "Alkaline_Phosphatase_Level": 40.61034495, + "Alanine_Aminotransferase_Level": 16.14364156, + "Aspartate_Aminotransferase_Level": 13.13560896, + "Creatinine_Level": 1.47445643, + "LDH_Level": 242.8316974, + "Calcium_Level": 9.964227796, + "Phosphorus_Level": 3.061570449, + "Glucose_Level": 141.9376036, + "Potassium_Level": 4.242770808, + "Sodium_Level": 140.2271139, + "Smoking_Pack_Years": 54.79175364 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.69577851, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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4.222621719, + "Sodium_Level": 144.7763989, + "Smoking_Pack_Years": 32.9290984 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.35463626, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.28546522, + "White_Blood_Cell_Count": 3.755817743, + "Platelet_Count": 216.6547064, + "Albumin_Level": 3.510575233, + "Alkaline_Phosphatase_Level": 65.90212624, + "Alanine_Aminotransferase_Level": 39.04419771, + "Aspartate_Aminotransferase_Level": 28.99851664, + "Creatinine_Level": 0.656593577, + "LDH_Level": 182.4436665, + "Calcium_Level": 9.738044364, + "Phosphorus_Level": 4.12048439, + "Glucose_Level": 99.37991067, + "Potassium_Level": 4.080982568, + "Sodium_Level": 137.9071463, + "Smoking_Pack_Years": 83.49049765 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.89558498, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.0441288, + "White_Blood_Cell_Count": 7.820487423, + "Platelet_Count": 297.5811439, + "Albumin_Level": 4.008959478, + "Alkaline_Phosphatase_Level": 115.3136977, + "Alanine_Aminotransferase_Level": 16.51512557, + "Aspartate_Aminotransferase_Level": 44.76734043, + "Creatinine_Level": 1.250982682, + "LDH_Level": 184.4536262, + "Calcium_Level": 9.238189943, + "Phosphorus_Level": 3.960477721, + "Glucose_Level": 121.6729748, + "Potassium_Level": 3.771990718, + "Sodium_Level": 140.2009103, + "Smoking_Pack_Years": 6.605168262 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.96868374, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.78374351, + "White_Blood_Cell_Count": 9.825081538, + "Platelet_Count": 189.0026209, + "Albumin_Level": 3.181313224, + "Alkaline_Phosphatase_Level": 73.6260438, + "Alanine_Aminotransferase_Level": 35.91080482, + "Aspartate_Aminotransferase_Level": 15.08035276, + "Creatinine_Level": 0.640848397, + "LDH_Level": 143.2133133, + "Calcium_Level": 9.824698773, + "Phosphorus_Level": 2.878708427, + "Glucose_Level": 102.268004, + "Potassium_Level": 4.094346317, + "Sodium_Level": 141.6600884, + "Smoking_Pack_Years": 93.44136443 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.57066314, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.97201571, + "White_Blood_Cell_Count": 4.181218103, + "Platelet_Count": 442.7855608, + "Albumin_Level": 4.400660807, + "Alkaline_Phosphatase_Level": 115.5724989, + "Alanine_Aminotransferase_Level": 31.09617664, + "Aspartate_Aminotransferase_Level": 46.88227894, + "Creatinine_Level": 1.442733211, + "LDH_Level": 244.012644, + "Calcium_Level": 9.942281535, + "Phosphorus_Level": 2.621970621, + 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107, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.20571961, + "White_Blood_Cell_Count": 6.299817039, + "Platelet_Count": 242.446165, + "Albumin_Level": 4.06589713, + "Alkaline_Phosphatase_Level": 33.81487167, + "Alanine_Aminotransferase_Level": 28.46887338, + "Aspartate_Aminotransferase_Level": 17.31647443, + "Creatinine_Level": 1.123350393, + "LDH_Level": 240.7695325, + "Calcium_Level": 8.342541525, + "Phosphorus_Level": 3.676003936, + "Glucose_Level": 112.0144358, + "Potassium_Level": 4.997125885, + "Sodium_Level": 136.7458416, + "Smoking_Pack_Years": 84.23195449 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.03741942, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", 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"Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.12056231, + "White_Blood_Cell_Count": 8.980972151, + "Platelet_Count": 293.3593071, + "Albumin_Level": 3.026790235, + "Alkaline_Phosphatase_Level": 115.8174439, + "Alanine_Aminotransferase_Level": 21.37734817, + "Aspartate_Aminotransferase_Level": 43.5692081, + "Creatinine_Level": 1.225659754, + "LDH_Level": 198.446738, + "Calcium_Level": 10.26779198, + "Phosphorus_Level": 3.161180871, + "Glucose_Level": 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"Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.17796938, + "White_Blood_Cell_Count": 9.740692662, + "Platelet_Count": 310.1387831, + "Albumin_Level": 3.552225434, + "Alkaline_Phosphatase_Level": 49.97391877, + "Alanine_Aminotransferase_Level": 21.58405964, + "Aspartate_Aminotransferase_Level": 25.59552798, + "Creatinine_Level": 0.836549872, + "LDH_Level": 231.7130803, + "Calcium_Level": 10.48970235, + "Phosphorus_Level": 3.446305551, + "Glucose_Level": 143.2094408, + "Potassium_Level": 4.095908818, + "Sodium_Level": 140.105793, + "Smoking_Pack_Years": 24.88466206 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.01041148, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.79132863, + "White_Blood_Cell_Count": 6.696285806, + "Platelet_Count": 175.7392708, + "Albumin_Level": 3.502462217, + "Alkaline_Phosphatase_Level": 102.9271218, + "Alanine_Aminotransferase_Level": 9.748382328, + "Aspartate_Aminotransferase_Level": 45.02643976, + "Creatinine_Level": 1.069341331, + "LDH_Level": 236.254987, + "Calcium_Level": 9.38983051, + "Phosphorus_Level": 2.817725181, + "Glucose_Level": 146.2062195, + "Potassium_Level": 4.991552161, + "Sodium_Level": 137.7090474, + "Smoking_Pack_Years": 83.95303296 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.72500376, + "White_Blood_Cell_Count": 9.489419342, + "Platelet_Count": 367.5547181, + "Albumin_Level": 3.74712553, + "Alkaline_Phosphatase_Level": 101.1410059, + "Alanine_Aminotransferase_Level": 13.6492765, + "Aspartate_Aminotransferase_Level": 33.27663082, + "Creatinine_Level": 1.437629792, + "LDH_Level": 150.3807776, + "Calcium_Level": 10.34744012, + "Phosphorus_Level": 2.526483129, + "Glucose_Level": 100.536643, + "Potassium_Level": 4.687418056, + "Sodium_Level": 137.0630294, + "Smoking_Pack_Years": 48.29401438 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.57763104, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.03732132, + "White_Blood_Cell_Count": 6.058172435, + "Platelet_Count": 229.229968, + "Albumin_Level": 3.793625953, + "Alkaline_Phosphatase_Level": 108.9759675, + "Alanine_Aminotransferase_Level": 16.91244614, + "Aspartate_Aminotransferase_Level": 16.06281504, + "Creatinine_Level": 1.33185335, + "LDH_Level": 186.5342045, + "Calcium_Level": 8.883668783, + 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148.424119, + "Calcium_Level": 8.457534344, + "Phosphorus_Level": 4.692048693, + "Glucose_Level": 125.3890331, + "Potassium_Level": 4.596146286, + "Sodium_Level": 140.258339, + "Smoking_Pack_Years": 77.74371135 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.35118454, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.91162229, + "White_Blood_Cell_Count": 6.492947852, + 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"Aspartate_Aminotransferase_Level": 40.57239002, + "Creatinine_Level": 1.296632089, + "LDH_Level": 155.8758725, + "Calcium_Level": 8.875605217, + "Phosphorus_Level": 3.318010819, + "Glucose_Level": 109.8219167, + "Potassium_Level": 4.750994533, + "Sodium_Level": 135.1778587, + "Smoking_Pack_Years": 7.825894839 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.35009486, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.98094977, + "White_Blood_Cell_Count": 6.817497237, + "Platelet_Count": 329.9500371, + "Albumin_Level": 3.863925591, + "Alkaline_Phosphatase_Level": 69.60003881, + "Alanine_Aminotransferase_Level": 8.139913239, + "Aspartate_Aminotransferase_Level": 20.69293249, + "Creatinine_Level": 1.197063677, + "LDH_Level": 161.0416005, + "Calcium_Level": 8.432119388, + "Phosphorus_Level": 4.678879716, + "Glucose_Level": 114.7113271, + "Potassium_Level": 4.453494438, + "Sodium_Level": 136.2396372, + "Smoking_Pack_Years": 98.9219449 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.67808543, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.0664162, + "White_Blood_Cell_Count": 8.306120504, + "Platelet_Count": 209.2680203, + "Albumin_Level": 4.738077872, + "Alkaline_Phosphatase_Level": 60.79821205, + "Alanine_Aminotransferase_Level": 20.16905038, + "Aspartate_Aminotransferase_Level": 28.81741009, + "Creatinine_Level": 0.707606095, + "LDH_Level": 116.1370107, + "Calcium_Level": 9.371151526, + "Phosphorus_Level": 4.735089672, + "Glucose_Level": 139.1730632, + "Potassium_Level": 3.80331397, + "Sodium_Level": 141.9129543, + "Smoking_Pack_Years": 77.86418086 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.09234699, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", 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3.668001553, + "Sodium_Level": 141.6363103, + "Smoking_Pack_Years": 96.36787049 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.79311101, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.80118135, + "White_Blood_Cell_Count": 6.321538858, + "Platelet_Count": 221.0222341, + "Albumin_Level": 4.022674727, + "Alkaline_Phosphatase_Level": 88.58776687, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.87892394, + "White_Blood_Cell_Count": 4.350365196, + "Platelet_Count": 417.4393346, + "Albumin_Level": 3.303271918, + "Alkaline_Phosphatase_Level": 96.97009832, + "Alanine_Aminotransferase_Level": 35.42525768, + "Aspartate_Aminotransferase_Level": 44.36270859, + "Creatinine_Level": 0.666467465, + "LDH_Level": 182.4009195, + "Calcium_Level": 9.89447867, + "Phosphorus_Level": 4.393816381, + "Glucose_Level": 122.0126913, + "Potassium_Level": 3.894426173, + "Sodium_Level": 139.5778464, + "Smoking_Pack_Years": 45.81922434 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.78864024, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.65921636, + "White_Blood_Cell_Count": 9.590887241, + "Platelet_Count": 420.9166763, + "Albumin_Level": 4.975392744, + "Alkaline_Phosphatase_Level": 35.56114448, + "Alanine_Aminotransferase_Level": 18.52372375, + "Aspartate_Aminotransferase_Level": 18.79584063, + "Creatinine_Level": 0.573598309, + "LDH_Level": 138.8486601, + "Calcium_Level": 9.43561611, + "Phosphorus_Level": 4.788265065, + "Glucose_Level": 105.3581063, + "Potassium_Level": 4.769468267, + "Sodium_Level": 141.5534534, + "Smoking_Pack_Years": 83.11351656 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 2.94302743, + "Glucose_Level": 113.8618933, + "Potassium_Level": 3.85468673, + "Sodium_Level": 140.6085556, + "Smoking_Pack_Years": 10.36110588 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.43182086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.11195804, + "White_Blood_Cell_Count": 6.587865437, + "Platelet_Count": 294.5072464, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.4979428, + "White_Blood_Cell_Count": 9.338046251, + "Platelet_Count": 355.8431147, + "Albumin_Level": 4.779774034, + "Alkaline_Phosphatase_Level": 47.25330731, + "Alanine_Aminotransferase_Level": 26.18106659, + "Aspartate_Aminotransferase_Level": 11.87383399, + "Creatinine_Level": 0.758288835, + "LDH_Level": 244.0954449, + "Calcium_Level": 9.243315709, + "Phosphorus_Level": 4.175308402, + "Glucose_Level": 146.8476804, + "Potassium_Level": 4.100083889, + "Sodium_Level": 135.3394962, + "Smoking_Pack_Years": 56.71322223 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.61879107, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.93874465, + "White_Blood_Cell_Count": 8.141346828, + "Platelet_Count": 276.0598667, + "Albumin_Level": 4.859221898, + "Alkaline_Phosphatase_Level": 109.1327582, + "Alanine_Aminotransferase_Level": 37.99235555, + "Aspartate_Aminotransferase_Level": 33.51783806, + "Creatinine_Level": 1.474307297, + "LDH_Level": 210.2177429, + "Calcium_Level": 8.1113137, + "Phosphorus_Level": 3.588238027, + "Glucose_Level": 114.7768653, + "Potassium_Level": 4.105683565, + "Sodium_Level": 136.2805101, + "Smoking_Pack_Years": 92.88516152 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.0326201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.45612764, + "White_Blood_Cell_Count": 3.532379495, + "Platelet_Count": 344.9898611, + "Albumin_Level": 4.264493023, + "Alkaline_Phosphatase_Level": 62.71337506, + "Alanine_Aminotransferase_Level": 9.810572498, + "Aspartate_Aminotransferase_Level": 21.49688628, + "Creatinine_Level": 0.609642012, + "LDH_Level": 235.5490717, + "Calcium_Level": 9.529786263, + "Phosphorus_Level": 3.998802137, + "Glucose_Level": 103.3248511, + "Potassium_Level": 4.223495766, + "Sodium_Level": 135.2949468, + "Smoking_Pack_Years": 21.95501919 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.8728845, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.19649893, + "White_Blood_Cell_Count": 9.731391065, + "Platelet_Count": 302.4356704, + "Albumin_Level": 4.570818732, + "Alkaline_Phosphatase_Level": 50.92792471, + "Alanine_Aminotransferase_Level": 16.53319654, + "Aspartate_Aminotransferase_Level": 46.64663999, + "Creatinine_Level": 0.885317437, + "LDH_Level": 171.4964568, + "Calcium_Level": 9.643201323, + "Phosphorus_Level": 2.518660004, + "Glucose_Level": 127.3418278, + "Potassium_Level": 4.920901954, + "Sodium_Level": 140.5147278, + "Smoking_Pack_Years": 16.40001716 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.36289715, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.52428241, + "White_Blood_Cell_Count": 5.955077117, + "Platelet_Count": 153.4663072, + "Albumin_Level": 3.058191921, + "Alkaline_Phosphatase_Level": 37.43978637, + "Alanine_Aminotransferase_Level": 23.17364411, + "Aspartate_Aminotransferase_Level": 34.45262833, + "Creatinine_Level": 0.976023004, + "LDH_Level": 238.8113568, + "Calcium_Level": 10.0068848, + "Phosphorus_Level": 4.299777347, + "Glucose_Level": 142.893652, + "Potassium_Level": 4.507389696, + "Sodium_Level": 139.4406389, + "Smoking_Pack_Years": 55.45993469 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.99722905, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.11940406, + "White_Blood_Cell_Count": 4.56556995, + "Platelet_Count": 260.8013576, + "Albumin_Level": 4.185807157, + "Alkaline_Phosphatase_Level": 57.5379577, + "Alanine_Aminotransferase_Level": 35.59983638, + "Aspartate_Aminotransferase_Level": 34.362866, + "Creatinine_Level": 0.680239731, + "LDH_Level": 233.411679, + "Calcium_Level": 10.43631415, + "Phosphorus_Level": 2.594089868, + "Glucose_Level": 90.42873206, + "Potassium_Level": 3.909297208, + "Sodium_Level": 136.8372354, + "Smoking_Pack_Years": 7.956793213 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.67252505, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.08737876, + "White_Blood_Cell_Count": 4.839643539, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.76130173, + "White_Blood_Cell_Count": 4.818574126, + "Platelet_Count": 150.4018493, + "Albumin_Level": 4.227462871, + "Alkaline_Phosphatase_Level": 104.5630607, + "Alanine_Aminotransferase_Level": 21.12801662, + "Aspartate_Aminotransferase_Level": 19.03829043, + "Creatinine_Level": 0.876512173, + "LDH_Level": 120.4790479, + "Calcium_Level": 10.14449797, + "Phosphorus_Level": 4.071255957, + "Glucose_Level": 82.34941181, + "Potassium_Level": 4.145311951, + "Sodium_Level": 137.537655, + "Smoking_Pack_Years": 52.71481636 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.4427364, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.19927897, + "White_Blood_Cell_Count": 3.591782822, + "Platelet_Count": 235.4766336, + "Albumin_Level": 4.913216059, + "Alkaline_Phosphatase_Level": 62.82728075, + "Alanine_Aminotransferase_Level": 28.91906967, + "Aspartate_Aminotransferase_Level": 29.97302885, + "Creatinine_Level": 1.237784705, + "LDH_Level": 235.0271489, + "Calcium_Level": 8.710453304, + "Phosphorus_Level": 3.730714198, + "Glucose_Level": 120.5520613, + "Potassium_Level": 4.921500753, + "Sodium_Level": 135.3966004, + "Smoking_Pack_Years": 54.16178471 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.86832703, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.77921597, + "White_Blood_Cell_Count": 3.985087108, + "Platelet_Count": 216.5401023, + "Albumin_Level": 4.79410567, + "Alkaline_Phosphatase_Level": 97.93077761, + "Alanine_Aminotransferase_Level": 5.154855911, + "Aspartate_Aminotransferase_Level": 24.39458755, + "Creatinine_Level": 0.821677478, + "LDH_Level": 191.5179274, + "Calcium_Level": 9.901927847, + "Phosphorus_Level": 4.651119837, + "Glucose_Level": 74.83058194, + "Potassium_Level": 4.999602571, + "Sodium_Level": 136.3255615, + "Smoking_Pack_Years": 32.540181 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.23344287, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.10429765, + "White_Blood_Cell_Count": 4.897042216, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.307029, + "White_Blood_Cell_Count": 9.620693627, + "Platelet_Count": 253.4050492, + "Albumin_Level": 4.910522726, + "Alkaline_Phosphatase_Level": 67.92686106, + "Alanine_Aminotransferase_Level": 6.351345036, + "Aspartate_Aminotransferase_Level": 48.09268102, + "Creatinine_Level": 0.929417738, + "LDH_Level": 237.4018961, + "Calcium_Level": 9.417312864, + "Phosphorus_Level": 3.786534098, + "Glucose_Level": 100.579523, + "Potassium_Level": 3.667740067, + "Sodium_Level": 139.1763264, + "Smoking_Pack_Years": 96.33312788 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.7995743, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.52324131, + "White_Blood_Cell_Count": 7.79159026, + "Platelet_Count": 342.7555515, + "Albumin_Level": 3.888449282, + "Alkaline_Phosphatase_Level": 41.42621765, + "Alanine_Aminotransferase_Level": 12.936658, + "Aspartate_Aminotransferase_Level": 12.3333824, + "Creatinine_Level": 0.97180987, + "LDH_Level": 124.8795242, + "Calcium_Level": 10.15272457, + "Phosphorus_Level": 4.530528696, + "Glucose_Level": 98.92945595, + "Potassium_Level": 4.571344246, + "Sodium_Level": 144.4350937, + "Smoking_Pack_Years": 45.84560777 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.575036, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.36651622, + "White_Blood_Cell_Count": 8.173350594, + "Platelet_Count": 184.8964039, + "Albumin_Level": 4.286623399, + "Alkaline_Phosphatase_Level": 30.06364539, + "Alanine_Aminotransferase_Level": 30.4045812, + "Aspartate_Aminotransferase_Level": 19.08725869, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.87907662, + "White_Blood_Cell_Count": 5.750264388, + "Platelet_Count": 230.542698, + "Albumin_Level": 3.329559986, + "Alkaline_Phosphatase_Level": 40.8992732, + "Alanine_Aminotransferase_Level": 23.9770154, + "Aspartate_Aminotransferase_Level": 46.03580571, + "Creatinine_Level": 0.91921438, + "LDH_Level": 148.6548341, + "Calcium_Level": 10.44564645, + "Phosphorus_Level": 3.953469768, + "Glucose_Level": 71.15983133, + "Potassium_Level": 3.647705221, + "Sodium_Level": 138.3125222, + "Smoking_Pack_Years": 74.7714118 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.88220479, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.68587688, + "White_Blood_Cell_Count": 4.456265329, + "Platelet_Count": 343.1432702, + "Albumin_Level": 4.895525817, + "Alkaline_Phosphatase_Level": 89.43940788, + "Alanine_Aminotransferase_Level": 23.72776867, + "Aspartate_Aminotransferase_Level": 41.51759424, + "Creatinine_Level": 1.321804391, + "LDH_Level": 178.5417038, + "Calcium_Level": 9.558808872, + "Phosphorus_Level": 4.215872415, + "Glucose_Level": 97.32859059, + "Potassium_Level": 4.934517839, + "Sodium_Level": 137.5615896, + "Smoking_Pack_Years": 36.43806698 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.77121315, + "White_Blood_Cell_Count": 6.170104871, + "Platelet_Count": 243.5723294, + "Albumin_Level": 3.599709711, + "Alkaline_Phosphatase_Level": 57.12960564, + "Alanine_Aminotransferase_Level": 5.463146683, + "Aspartate_Aminotransferase_Level": 12.61379903, + "Creatinine_Level": 0.808353873, + "LDH_Level": 101.9583842, + "Calcium_Level": 10.02638029, + "Phosphorus_Level": 3.748400635, + "Glucose_Level": 96.37078534, + "Potassium_Level": 3.738477403, + "Sodium_Level": 139.2909914, + "Smoking_Pack_Years": 51.39707558 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.74285602, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 11.48430499, + "Creatinine_Level": 0.690127044, + "LDH_Level": 137.2433093, + "Calcium_Level": 9.594429438, + "Phosphorus_Level": 2.914568858, + "Glucose_Level": 114.8477113, + "Potassium_Level": 4.308635463, + "Sodium_Level": 135.2546712, + "Smoking_Pack_Years": 76.399025 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.7848819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.18236852, + "White_Blood_Cell_Count": 4.831400187, + "Platelet_Count": 207.0814324, + "Albumin_Level": 4.262437704, + "Alkaline_Phosphatase_Level": 95.45660517, + "Alanine_Aminotransferase_Level": 35.99820388, + "Aspartate_Aminotransferase_Level": 15.42691511, + "Creatinine_Level": 0.946381469, + "LDH_Level": 172.115894, + "Calcium_Level": 8.07857491, + "Phosphorus_Level": 3.4954212, + "Glucose_Level": 91.73876987, + "Potassium_Level": 4.675974192, + "Sodium_Level": 137.9578343, + "Smoking_Pack_Years": 7.566073409 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.04579393, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.05393805, + "White_Blood_Cell_Count": 5.955147574, + "Platelet_Count": 366.768359, + "Albumin_Level": 3.232952135, + "Alkaline_Phosphatase_Level": 118.6318942, + "Alanine_Aminotransferase_Level": 8.671696168, + "Aspartate_Aminotransferase_Level": 23.69097029, + "Creatinine_Level": 1.330499507, + "LDH_Level": 133.1542385, + "Calcium_Level": 8.124940323, + "Phosphorus_Level": 3.705546898, + "Glucose_Level": 100.5716773, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 39.65576283, + "Aspartate_Aminotransferase_Level": 24.55897462, + "Creatinine_Level": 1.262145079, + "LDH_Level": 242.1740021, + "Calcium_Level": 9.289073109, + "Phosphorus_Level": 3.679436426, + "Glucose_Level": 138.9711604, + "Potassium_Level": 3.812656182, + "Sodium_Level": 137.1163663, + "Smoking_Pack_Years": 48.57177115 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.71871253, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.71847599, + "White_Blood_Cell_Count": 8.744508394, + "Platelet_Count": 323.9253979, + "Albumin_Level": 3.597701486, + "Alkaline_Phosphatase_Level": 112.7946761, + "Alanine_Aminotransferase_Level": 26.35567984, + "Aspartate_Aminotransferase_Level": 43.69107062, + "Creatinine_Level": 1.205581009, + "LDH_Level": 161.9456248, + "Calcium_Level": 9.434902232, + "Phosphorus_Level": 4.383022843, + "Glucose_Level": 77.04323341, + "Potassium_Level": 4.206645442, + "Sodium_Level": 142.1907675, + "Smoking_Pack_Years": 69.45597974 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.5498446, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.31583734, + "White_Blood_Cell_Count": 7.748394278, + "Platelet_Count": 232.025102, + "Albumin_Level": 4.976917225, + "Alkaline_Phosphatase_Level": 96.78268086, + "Alanine_Aminotransferase_Level": 7.43730709, + "Aspartate_Aminotransferase_Level": 14.50793989, + "Creatinine_Level": 0.827518247, + "LDH_Level": 227.4596905, + "Calcium_Level": 9.43694867, + "Phosphorus_Level": 3.989110998, + "Glucose_Level": 113.7454841, + "Potassium_Level": 3.795337391, + "Sodium_Level": 137.6898425, + "Smoking_Pack_Years": 63.23309992 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.92625449, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.41029705, + "White_Blood_Cell_Count": 5.839777046, + "Platelet_Count": 380.3209914, + "Albumin_Level": 3.292110336, + "Alkaline_Phosphatase_Level": 66.44314845, + "Alanine_Aminotransferase_Level": 36.14289543, + "Aspartate_Aminotransferase_Level": 42.64636386, + "Creatinine_Level": 1.272110788, + "LDH_Level": 158.2894846, + "Calcium_Level": 10.46486906, + "Phosphorus_Level": 4.767563132, + "Glucose_Level": 114.5910867, + "Potassium_Level": 4.685178955, + "Sodium_Level": 140.1162931, + "Smoking_Pack_Years": 3.773131793 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.88296794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.63005344, + "White_Blood_Cell_Count": 4.376224204, + "Platelet_Count": 403.7496863, + "Albumin_Level": 4.973037873, + "Alkaline_Phosphatase_Level": 63.63324194, + "Alanine_Aminotransferase_Level": 13.30778243, + "Aspartate_Aminotransferase_Level": 37.70740451, + "Creatinine_Level": 0.667035014, + "LDH_Level": 100.0949178, + "Calcium_Level": 8.309420058, + "Phosphorus_Level": 3.143898175, + "Glucose_Level": 86.71180006, + "Potassium_Level": 4.296155365, + "Sodium_Level": 135.055136, + "Smoking_Pack_Years": 60.54148565 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.48715791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.02068393, + "White_Blood_Cell_Count": 8.633317395, + "Platelet_Count": 227.1189662, + "Albumin_Level": 3.585193955, + "Alkaline_Phosphatase_Level": 49.26308494, + "Alanine_Aminotransferase_Level": 29.75556487, + "Aspartate_Aminotransferase_Level": 41.51923645, + "Creatinine_Level": 1.329958769, + "LDH_Level": 248.7850806, + "Calcium_Level": 9.979189461, + "Phosphorus_Level": 2.887698608, + "Glucose_Level": 135.3830992, + "Potassium_Level": 4.739976929, + "Sodium_Level": 138.100445, + "Smoking_Pack_Years": 29.1261152 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.01889587, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.46548985, + "White_Blood_Cell_Count": 3.91251589, + "Platelet_Count": 325.7644601, + "Albumin_Level": 3.338474591, + "Alkaline_Phosphatase_Level": 113.8840262, + "Alanine_Aminotransferase_Level": 12.31347722, + "Aspartate_Aminotransferase_Level": 22.101834, + "Creatinine_Level": 0.845821505, + "LDH_Level": 229.3519732, + "Calcium_Level": 9.084885126, + "Phosphorus_Level": 3.100295528, + "Glucose_Level": 148.0813642, + "Potassium_Level": 4.019931225, + "Sodium_Level": 136.2207726, + "Smoking_Pack_Years": 63.37672567 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.75095909, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.44115572, + "White_Blood_Cell_Count": 9.182995989, + "Platelet_Count": 184.8920699, + "Albumin_Level": 3.334118086, + "Alkaline_Phosphatase_Level": 38.87413079, + "Alanine_Aminotransferase_Level": 20.12508817, + "Aspartate_Aminotransferase_Level": 18.9298013, + "Creatinine_Level": 0.570651511, + "LDH_Level": 176.6258974, + "Calcium_Level": 8.713102291, + "Phosphorus_Level": 3.757409828, + "Glucose_Level": 149.413875, + "Potassium_Level": 3.516741078, + "Sodium_Level": 142.3005369, + "Smoking_Pack_Years": 31.42256263 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.17061076, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.23188475, + "White_Blood_Cell_Count": 5.494625426, + "Platelet_Count": 228.3753428, + "Albumin_Level": 4.648964538, + "Alkaline_Phosphatase_Level": 53.77270145, + "Alanine_Aminotransferase_Level": 15.35774502, + "Aspartate_Aminotransferase_Level": 42.83512887, + "Creatinine_Level": 1.100603087, + "LDH_Level": 164.8482278, + "Calcium_Level": 9.51204139, + "Phosphorus_Level": 4.295403272, + "Glucose_Level": 87.44927455, + "Potassium_Level": 4.189626877, + "Sodium_Level": 141.0934475, + "Smoking_Pack_Years": 51.23928602 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.13829282, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 32.86920207, + "Aspartate_Aminotransferase_Level": 14.4044195, + "Creatinine_Level": 0.914073515, + "LDH_Level": 190.8434437, + "Calcium_Level": 9.49246675, + "Phosphorus_Level": 3.638757582, + "Glucose_Level": 129.6310738, + "Potassium_Level": 3.658410396, + "Sodium_Level": 136.3722978, + "Smoking_Pack_Years": 22.11867814 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.75007143, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.57881983, + "White_Blood_Cell_Count": 3.838468934, + "Platelet_Count": 237.7169782, + "Albumin_Level": 3.579880344, + "Alkaline_Phosphatase_Level": 103.2470255, + "Alanine_Aminotransferase_Level": 15.58569865, + "Aspartate_Aminotransferase_Level": 24.69192716, + "Creatinine_Level": 1.080175406, + "LDH_Level": 205.5114028, + "Calcium_Level": 9.613573741, + "Phosphorus_Level": 4.4608606, + "Glucose_Level": 137.9102884, + "Potassium_Level": 4.447716527, + "Sodium_Level": 141.6631394, + "Smoking_Pack_Years": 22.22886532 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.68213745, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.65767809, + "White_Blood_Cell_Count": 6.040730315, + "Platelet_Count": 390.2854233, + "Albumin_Level": 3.719987391, + "Alkaline_Phosphatase_Level": 71.230042, + "Alanine_Aminotransferase_Level": 17.78397872, + "Aspartate_Aminotransferase_Level": 22.54331311, + "Creatinine_Level": 0.99890713, + "LDH_Level": 133.0240831, + "Calcium_Level": 8.856168722, + "Phosphorus_Level": 4.329224872, + "Glucose_Level": 139.7177574, + "Potassium_Level": 4.897530444, + "Sodium_Level": 144.4947113, + "Smoking_Pack_Years": 72.66063477 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.87916168, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.29036224, + "White_Blood_Cell_Count": 8.929258515, + "Platelet_Count": 431.9499455, + "Albumin_Level": 3.23593671, + "Alkaline_Phosphatase_Level": 66.09010055, + "Alanine_Aminotransferase_Level": 15.28214067, + "Aspartate_Aminotransferase_Level": 42.67933459, + "Creatinine_Level": 0.668662765, + "LDH_Level": 198.0065214, + "Calcium_Level": 9.486513402, + "Phosphorus_Level": 3.34896614, + "Glucose_Level": 115.4868004, 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"Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.3086903, + "White_Blood_Cell_Count": 9.587042904, + "Platelet_Count": 430.4844446, + "Albumin_Level": 4.106434281, + "Alkaline_Phosphatase_Level": 98.27705378, + "Alanine_Aminotransferase_Level": 32.44554088, + "Aspartate_Aminotransferase_Level": 19.2716195, + "Creatinine_Level": 1.232831846, + "LDH_Level": 195.8080785, + "Calcium_Level": 8.596280042, + "Phosphorus_Level": 3.670939658, + "Glucose_Level": 136.3210815, + "Potassium_Level": 4.199862964, + "Sodium_Level": 143.8297557, + "Smoking_Pack_Years": 59.40625452 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.8080886, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.17010114, + "White_Blood_Cell_Count": 8.458717646, + "Platelet_Count": 246.4224486, + "Albumin_Level": 3.38968763, + "Alkaline_Phosphatase_Level": 42.05994636, + "Alanine_Aminotransferase_Level": 36.51958641, + "Aspartate_Aminotransferase_Level": 27.05434146, + "Creatinine_Level": 1.340153742, + "LDH_Level": 114.459483, + "Calcium_Level": 10.11242283, + "Phosphorus_Level": 3.445408179, + "Glucose_Level": 115.6279025, + "Potassium_Level": 3.914665861, + "Sodium_Level": 135.4180462, + "Smoking_Pack_Years": 83.11769201 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.61667624, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.54142108, + "White_Blood_Cell_Count": 6.182821849, + "Platelet_Count": 184.0308459, + "Albumin_Level": 3.325479482, + "Alkaline_Phosphatase_Level": 98.0948898, + "Alanine_Aminotransferase_Level": 14.31474426, + "Aspartate_Aminotransferase_Level": 43.45973339, + "Creatinine_Level": 1.183311851, + "LDH_Level": 153.0559808, + "Calcium_Level": 8.116889641, + "Phosphorus_Level": 3.148133319, + "Glucose_Level": 138.0943894, + "Potassium_Level": 4.708209189, + "Sodium_Level": 142.6360662, + "Smoking_Pack_Years": 35.57304149 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.51081424, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.99044601, + "White_Blood_Cell_Count": 4.238117892, + "Platelet_Count": 327.3795285, + "Albumin_Level": 4.761123665, + "Alkaline_Phosphatase_Level": 63.7976886, + "Alanine_Aminotransferase_Level": 13.59902203, + "Aspartate_Aminotransferase_Level": 27.70461647, + "Creatinine_Level": 1.484559001, + "LDH_Level": 193.6754586, + "Calcium_Level": 9.722844718, + "Phosphorus_Level": 4.104499788, + "Glucose_Level": 139.3535041, + "Potassium_Level": 3.705542364, + "Sodium_Level": 138.3365893, + "Smoking_Pack_Years": 75.43104589 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.27910853, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.12761147, + "White_Blood_Cell_Count": 4.830002596, + "Platelet_Count": 362.5651505, + "Albumin_Level": 3.124090639, + "Alkaline_Phosphatase_Level": 67.83696967, + "Alanine_Aminotransferase_Level": 9.933838737, + "Aspartate_Aminotransferase_Level": 40.7317392, + "Creatinine_Level": 1.381226059, + "LDH_Level": 126.8802742, + "Calcium_Level": 9.601768707, + "Phosphorus_Level": 3.799711294, + "Glucose_Level": 95.84087765, + "Potassium_Level": 4.249312633, + "Sodium_Level": 144.0881107, + "Smoking_Pack_Years": 83.93836826 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.32134169, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.88596245, + "White_Blood_Cell_Count": 4.681202833, + "Platelet_Count": 174.7894657, + "Albumin_Level": 4.022160818, + "Alkaline_Phosphatase_Level": 50.09097707, + "Alanine_Aminotransferase_Level": 31.55286371, + "Aspartate_Aminotransferase_Level": 21.14549228, + "Creatinine_Level": 1.455926785, + "LDH_Level": 229.0053052, + "Calcium_Level": 9.84180266, + "Phosphorus_Level": 2.651365354, + "Glucose_Level": 133.9816466, + "Potassium_Level": 4.8778153, + "Sodium_Level": 139.8766343, + "Smoking_Pack_Years": 26.18829565 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.88764231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.30313452, + "White_Blood_Cell_Count": 7.13781508, + "Platelet_Count": 226.836736, + "Albumin_Level": 3.018056018, + "Alkaline_Phosphatase_Level": 58.72730835, + "Alanine_Aminotransferase_Level": 7.973352396, + "Aspartate_Aminotransferase_Level": 14.19733736, + "Creatinine_Level": 1.243766336, + "LDH_Level": 153.2723163, + "Calcium_Level": 9.904410861, + "Phosphorus_Level": 4.928140245, + "Glucose_Level": 140.6020612, + "Potassium_Level": 3.871660608, + "Sodium_Level": 144.078331, + "Smoking_Pack_Years": 44.96460753 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.40385271, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.702553, + "White_Blood_Cell_Count": 9.120871165, + "Platelet_Count": 359.8401208, + "Albumin_Level": 4.455947121, + "Alkaline_Phosphatase_Level": 52.17655242, + "Alanine_Aminotransferase_Level": 19.19810299, + "Aspartate_Aminotransferase_Level": 18.16642763, + "Creatinine_Level": 0.959299967, + "LDH_Level": 127.0820335, + "Calcium_Level": 10.14209747, + "Phosphorus_Level": 2.803819776, + "Glucose_Level": 90.56481888, + "Potassium_Level": 4.907961934, + "Sodium_Level": 135.2533052, + "Smoking_Pack_Years": 89.51912409 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.36540287, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.37615294, + "White_Blood_Cell_Count": 5.537365804, + "Platelet_Count": 218.764178, + "Albumin_Level": 4.194032636, + "Alkaline_Phosphatase_Level": 88.53463416, + "Alanine_Aminotransferase_Level": 5.167461143, + "Aspartate_Aminotransferase_Level": 45.70667133, + "Creatinine_Level": 1.341886542, + "LDH_Level": 236.2563208, + "Calcium_Level": 8.958446088, + "Phosphorus_Level": 4.710465196, + "Glucose_Level": 141.6114313, + "Potassium_Level": 3.718976657, + "Sodium_Level": 144.0972794, + "Smoking_Pack_Years": 85.7594188 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.67092624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.52081918, + "White_Blood_Cell_Count": 8.813049707, + "Platelet_Count": 210.2260712, + "Albumin_Level": 4.087930029, + "Alkaline_Phosphatase_Level": 31.29465753, + "Alanine_Aminotransferase_Level": 29.20510319, + "Aspartate_Aminotransferase_Level": 29.25674581, + "Creatinine_Level": 0.668260855, + "LDH_Level": 216.7735152, + "Calcium_Level": 8.022276626, + "Phosphorus_Level": 3.395297441, + "Glucose_Level": 115.1552148, + "Potassium_Level": 4.32636144, + "Sodium_Level": 135.1726651, + "Smoking_Pack_Years": 10.79562165 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.38671052, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.65243477, + "White_Blood_Cell_Count": 7.001378816, + "Platelet_Count": 151.3117018, + "Albumin_Level": 3.874490176, + "Alkaline_Phosphatase_Level": 96.86640015, + "Alanine_Aminotransferase_Level": 30.05926672, + "Aspartate_Aminotransferase_Level": 20.89232537, + "Creatinine_Level": 0.906084328, + "LDH_Level": 229.8791274, + "Calcium_Level": 9.605030584, + "Phosphorus_Level": 3.961128485, + "Glucose_Level": 110.0286836, + "Potassium_Level": 4.262459999, + "Sodium_Level": 143.6695728, + "Smoking_Pack_Years": 55.76236234 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.0802337, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.77715026, + "White_Blood_Cell_Count": 7.490371469, + "Platelet_Count": 382.3100413, + "Albumin_Level": 3.540140156, + "Alkaline_Phosphatase_Level": 73.53469547, + "Alanine_Aminotransferase_Level": 28.1460935, + "Aspartate_Aminotransferase_Level": 13.88247146, + "Creatinine_Level": 1.050044966, + "LDH_Level": 118.0561199, + "Calcium_Level": 9.120747963, + "Phosphorus_Level": 2.95683207, + "Glucose_Level": 80.52362466, + "Potassium_Level": 3.636305056, + "Sodium_Level": 140.7137475, + "Smoking_Pack_Years": 56.87631941 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.73021886, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.76981775, + "White_Blood_Cell_Count": 3.836434766, + "Platelet_Count": 357.856408, + "Albumin_Level": 3.62618009, + "Alkaline_Phosphatase_Level": 91.1141704, + "Alanine_Aminotransferase_Level": 30.75002783, + "Aspartate_Aminotransferase_Level": 11.18432965, + "Creatinine_Level": 0.987828933, + "LDH_Level": 242.1868632, + "Calcium_Level": 8.962618976, + "Phosphorus_Level": 3.595493471, + "Glucose_Level": 89.976481, + "Potassium_Level": 3.891218953, + "Sodium_Level": 136.5761394, + "Smoking_Pack_Years": 37.93874031 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.20601911, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.38342242, + "White_Blood_Cell_Count": 5.053143203, + "Platelet_Count": 197.0105982, + "Albumin_Level": 3.640318202, + "Alkaline_Phosphatase_Level": 70.26486735, + "Alanine_Aminotransferase_Level": 5.836234535, + "Aspartate_Aminotransferase_Level": 19.79849471, + "Creatinine_Level": 1.146049472, + "LDH_Level": 183.0356846, + "Calcium_Level": 9.346659155, + "Phosphorus_Level": 3.749002177, + "Glucose_Level": 71.76366535, + "Potassium_Level": 4.276421487, + "Sodium_Level": 137.1498215, + "Smoking_Pack_Years": 54.69138917 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.48077468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.97299078, + "White_Blood_Cell_Count": 5.826230496, + "Platelet_Count": 447.1255505, + "Albumin_Level": 3.407258185, + "Alkaline_Phosphatase_Level": 53.28912996, + "Alanine_Aminotransferase_Level": 18.72279894, + "Aspartate_Aminotransferase_Level": 30.74232197, + "Creatinine_Level": 1.486787405, + "LDH_Level": 125.3056153, + "Calcium_Level": 8.791225009, + "Phosphorus_Level": 3.484637997, + 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99.48956475, + "Alanine_Aminotransferase_Level": 17.50647171, + "Aspartate_Aminotransferase_Level": 10.04009367, + "Creatinine_Level": 0.791361008, + "LDH_Level": 110.4579783, + "Calcium_Level": 9.92966201, + "Phosphorus_Level": 3.242252582, + "Glucose_Level": 126.1308049, + "Potassium_Level": 3.829320578, + "Sodium_Level": 142.6558926, + "Smoking_Pack_Years": 76.51420929 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.30062725, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.45199195, + "White_Blood_Cell_Count": 5.203992192, + "Platelet_Count": 245.5415845, + "Albumin_Level": 4.530261203, + "Alkaline_Phosphatase_Level": 96.49255381, + "Alanine_Aminotransferase_Level": 25.65438884, + "Aspartate_Aminotransferase_Level": 36.49442796, + "Creatinine_Level": 1.046016176, + "LDH_Level": 132.805336, + "Calcium_Level": 8.394478922, + "Phosphorus_Level": 2.500750076, + "Glucose_Level": 148.41452, + "Potassium_Level": 3.526272039, + "Sodium_Level": 136.280556, + "Smoking_Pack_Years": 31.71312824 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.92797815, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.39766264, + "White_Blood_Cell_Count": 9.955154402, + "Platelet_Count": 446.2246356, + "Albumin_Level": 4.584606908, + "Alkaline_Phosphatase_Level": 33.31015887, + "Alanine_Aminotransferase_Level": 31.89435671, + "Aspartate_Aminotransferase_Level": 48.46278466, + "Creatinine_Level": 0.556617751, + "LDH_Level": 156.6646062, + "Calcium_Level": 8.058166968, + "Phosphorus_Level": 3.242757635, + "Glucose_Level": 103.6863339, + "Potassium_Level": 4.955856194, + "Sodium_Level": 139.2849049, + "Smoking_Pack_Years": 22.20808179 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.35748039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.18136385, + "White_Blood_Cell_Count": 7.814962682, + "Platelet_Count": 219.465366, + "Albumin_Level": 4.135060099, + "Alkaline_Phosphatase_Level": 91.50555814, + "Alanine_Aminotransferase_Level": 23.00711833, + "Aspartate_Aminotransferase_Level": 26.90418401, + "Creatinine_Level": 1.459421487, + "LDH_Level": 220.9898939, + "Calcium_Level": 8.180440946, + "Phosphorus_Level": 4.209777227, + "Glucose_Level": 137.3836965, + "Potassium_Level": 3.881756579, + "Sodium_Level": 144.4775889, + "Smoking_Pack_Years": 81.70100975 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.98487138, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.74526379, + "White_Blood_Cell_Count": 4.663384147, + "Platelet_Count": 157.2863284, + "Albumin_Level": 3.977671666, + "Alkaline_Phosphatase_Level": 72.41566927, + "Alanine_Aminotransferase_Level": 30.35974402, + "Aspartate_Aminotransferase_Level": 18.83654279, + "Creatinine_Level": 1.319689631, + "LDH_Level": 232.8400437, + "Calcium_Level": 9.751128322, + "Phosphorus_Level": 2.662398346, + "Glucose_Level": 76.3450371, + "Potassium_Level": 4.699362484, + "Sodium_Level": 135.0543069, + "Smoking_Pack_Years": 90.98055294 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.23731316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.39183794, + "White_Blood_Cell_Count": 9.855999232, + "Platelet_Count": 371.5156126, + "Albumin_Level": 4.269382072, + "Alkaline_Phosphatase_Level": 98.58763953, + "Alanine_Aminotransferase_Level": 6.244995066, + "Aspartate_Aminotransferase_Level": 48.99490942, + "Creatinine_Level": 0.954612303, + "LDH_Level": 180.6070654, + "Calcium_Level": 9.618621984, + "Phosphorus_Level": 4.976973074, + "Glucose_Level": 89.43260699, + "Potassium_Level": 4.431692695, + "Sodium_Level": 140.2601084, + "Smoking_Pack_Years": 84.43492049 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.28793262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.17791651, + "White_Blood_Cell_Count": 6.667180581, + "Platelet_Count": 397.030367, + "Albumin_Level": 3.210539747, + "Alkaline_Phosphatase_Level": 77.09739593, + "Alanine_Aminotransferase_Level": 36.39363239, + "Aspartate_Aminotransferase_Level": 17.60019806, + "Creatinine_Level": 1.26653447, + "LDH_Level": 227.8311381, + "Calcium_Level": 8.373320468, + "Phosphorus_Level": 4.178687906, + "Glucose_Level": 72.243041, + "Potassium_Level": 4.897135519, + "Sodium_Level": 135.9774644, + "Smoking_Pack_Years": 19.39310606 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.80887947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.65114284, + "White_Blood_Cell_Count": 9.879687435, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.22816312, + "White_Blood_Cell_Count": 7.391023511, + "Platelet_Count": 353.5006693, + "Albumin_Level": 4.849198229, + "Alkaline_Phosphatase_Level": 99.64716867, + "Alanine_Aminotransferase_Level": 19.02390911, + "Aspartate_Aminotransferase_Level": 37.12703112, + "Creatinine_Level": 0.850606043, + "LDH_Level": 232.8016137, + "Calcium_Level": 9.93769432, + "Phosphorus_Level": 2.889038851, + "Glucose_Level": 136.1932373, + "Potassium_Level": 3.632256404, + "Sodium_Level": 136.2211179, + "Smoking_Pack_Years": 52.8338803 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.99666552, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.54013604, + "White_Blood_Cell_Count": 7.524418733, + "Platelet_Count": 179.6334626, + "Albumin_Level": 4.236724311, + "Alkaline_Phosphatase_Level": 101.913654, + "Alanine_Aminotransferase_Level": 23.07975931, + "Aspartate_Aminotransferase_Level": 23.65038602, + "Creatinine_Level": 0.786576602, + "LDH_Level": 248.2783817, + "Calcium_Level": 10.40517987, + "Phosphorus_Level": 3.60305351, + "Glucose_Level": 95.44311044, + "Potassium_Level": 4.199471284, + "Sodium_Level": 143.4899924, + "Smoking_Pack_Years": 89.84087364 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.97342769, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.41746601, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.85000505, + "White_Blood_Cell_Count": 5.860052767, + "Platelet_Count": 210.9262693, + "Albumin_Level": 4.213661541, + "Alkaline_Phosphatase_Level": 63.64954846, + "Alanine_Aminotransferase_Level": 21.20663733, + "Aspartate_Aminotransferase_Level": 39.56077812, + "Creatinine_Level": 1.483177272, + "LDH_Level": 204.3435786, + "Calcium_Level": 8.924944616, + "Phosphorus_Level": 2.860013857, + "Glucose_Level": 82.7982044, + "Potassium_Level": 4.130986125, + "Sodium_Level": 144.2076054, + "Smoking_Pack_Years": 29.13112089 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.13935531, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.13107662, + "White_Blood_Cell_Count": 4.50079702, + "Platelet_Count": 385.8102703, + "Albumin_Level": 4.928020762, + "Alkaline_Phosphatase_Level": 99.66313245, + "Alanine_Aminotransferase_Level": 19.35962158, + "Aspartate_Aminotransferase_Level": 28.44844605, + "Creatinine_Level": 1.14420342, + "LDH_Level": 113.4495874, + "Calcium_Level": 9.598561863, + "Phosphorus_Level": 3.858604914, + "Glucose_Level": 114.0957514, + "Potassium_Level": 4.698776327, + "Sodium_Level": 142.276875, + "Smoking_Pack_Years": 7.546324542 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.90969636, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.41172155, + "White_Blood_Cell_Count": 6.32312484, + "Platelet_Count": 328.9738858, + "Albumin_Level": 3.9984054, + "Alkaline_Phosphatase_Level": 89.53442331, + "Alanine_Aminotransferase_Level": 6.020354247, + "Aspartate_Aminotransferase_Level": 20.76850232, + "Creatinine_Level": 0.514977116, + "LDH_Level": 127.6424872, + "Calcium_Level": 8.772395237, + "Phosphorus_Level": 4.105090144, + "Glucose_Level": 130.1744162, + "Potassium_Level": 4.062113836, + "Sodium_Level": 143.3960991, + "Smoking_Pack_Years": 6.73506379 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.36519758, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.58686071, + "White_Blood_Cell_Count": 7.261100369, + "Platelet_Count": 345.3785447, + "Albumin_Level": 3.971523144, + "Alkaline_Phosphatase_Level": 77.05443144, + "Alanine_Aminotransferase_Level": 27.48933418, + "Aspartate_Aminotransferase_Level": 13.44656594, + "Creatinine_Level": 1.324170668, + "LDH_Level": 192.8014651, + "Calcium_Level": 9.200984221, + "Phosphorus_Level": 3.278036474, + "Glucose_Level": 112.5018526, + "Potassium_Level": 4.413279414, + "Sodium_Level": 142.5183388, + "Smoking_Pack_Years": 28.91667114 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.60581969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.08399563, + "White_Blood_Cell_Count": 3.756078183, + "Platelet_Count": 411.4435379, + "Albumin_Level": 4.481860964, + "Alkaline_Phosphatase_Level": 39.88279002, + "Alanine_Aminotransferase_Level": 18.20994563, + "Aspartate_Aminotransferase_Level": 35.65709979, + "Creatinine_Level": 0.971073336, + "LDH_Level": 123.4211847, + "Calcium_Level": 8.391611963, + "Phosphorus_Level": 4.783566609, + "Glucose_Level": 137.5262187, + "Potassium_Level": 3.769255896, + "Sodium_Level": 143.6340741, + "Smoking_Pack_Years": 81.68059999 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.08950946, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.98793756, + "White_Blood_Cell_Count": 5.608845414, + "Platelet_Count": 208.7864721, + "Albumin_Level": 3.609003309, + "Alkaline_Phosphatase_Level": 97.30500355, + "Alanine_Aminotransferase_Level": 29.44380621, + "Aspartate_Aminotransferase_Level": 37.08807942, + "Creatinine_Level": 1.260527358, + "LDH_Level": 184.6414756, + "Calcium_Level": 9.608268342, + "Phosphorus_Level": 2.789961288, + "Glucose_Level": 91.80658332, + "Potassium_Level": 4.153409965, + "Sodium_Level": 141.4802522, + "Smoking_Pack_Years": 51.19095339 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.83893629, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.10703465, + "White_Blood_Cell_Count": 8.950086476, + "Platelet_Count": 217.5147655, + "Albumin_Level": 4.66583475, + "Alkaline_Phosphatase_Level": 89.95207965, + "Alanine_Aminotransferase_Level": 35.44976011, + "Aspartate_Aminotransferase_Level": 38.38340488, + "Creatinine_Level": 1.211929686, + "LDH_Level": 181.8995234, + "Calcium_Level": 9.162507454, + "Phosphorus_Level": 4.702746943, + "Glucose_Level": 81.62945957, + "Potassium_Level": 3.850881451, + "Sodium_Level": 139.8001818, + "Smoking_Pack_Years": 26.36036457 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.38080238, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.69326779, + "White_Blood_Cell_Count": 9.054236525, + "Platelet_Count": 170.6093417, + "Albumin_Level": 3.617490198, + "Alkaline_Phosphatase_Level": 65.23202968, + "Alanine_Aminotransferase_Level": 31.52825898, + "Aspartate_Aminotransferase_Level": 15.42290191, + "Creatinine_Level": 0.850654584, + "LDH_Level": 194.9618083, + "Calcium_Level": 9.03884542, + "Phosphorus_Level": 3.614587353, + "Glucose_Level": 111.5330126, + "Potassium_Level": 4.046823967, + "Sodium_Level": 141.7737902, + "Smoking_Pack_Years": 23.21838062 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.31220942, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.66077444, + "White_Blood_Cell_Count": 9.661766451, + "Platelet_Count": 375.9646962, + "Albumin_Level": 3.514237181, + "Alkaline_Phosphatase_Level": 111.1588887, + "Alanine_Aminotransferase_Level": 36.69617974, + "Aspartate_Aminotransferase_Level": 47.9869218, + "Creatinine_Level": 0.553198275, + "LDH_Level": 109.7384895, + "Calcium_Level": 8.476005736, + "Phosphorus_Level": 3.131281979, + "Glucose_Level": 76.3256453, + "Potassium_Level": 3.904219532, + "Sodium_Level": 138.5842036, + "Smoking_Pack_Years": 67.37099869 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.95312123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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4.180542847, + "Sodium_Level": 142.1150362, + "Smoking_Pack_Years": 57.17999734 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.72519056, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.18116869, + "White_Blood_Cell_Count": 4.702668555, + "Platelet_Count": 257.071811, + "Albumin_Level": 4.776069642, + "Alkaline_Phosphatase_Level": 98.65251454, + "Alanine_Aminotransferase_Level": 32.10722213, + "Aspartate_Aminotransferase_Level": 49.16974163, + "Creatinine_Level": 1.274550683, + "LDH_Level": 206.060451, + "Calcium_Level": 8.72189505, + "Phosphorus_Level": 2.968719547, + "Glucose_Level": 117.5305955, + "Potassium_Level": 4.463955784, + "Sodium_Level": 139.6410063, + "Smoking_Pack_Years": 43.93119525 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.94332992, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.18311893, + "White_Blood_Cell_Count": 7.476160361, + "Platelet_Count": 188.9423243, + "Albumin_Level": 4.992031642, + "Alkaline_Phosphatase_Level": 113.3635218, + "Alanine_Aminotransferase_Level": 15.05550391, + "Aspartate_Aminotransferase_Level": 49.37086145, + "Creatinine_Level": 0.580645995, + "LDH_Level": 229.4565934, + "Calcium_Level": 9.545886781, + "Phosphorus_Level": 4.564347983, + "Glucose_Level": 75.2736735, + "Potassium_Level": 4.645596826, + "Sodium_Level": 136.4711207, + "Smoking_Pack_Years": 15.37888489 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.76932128, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.99387076, + "White_Blood_Cell_Count": 6.925123451, + "Platelet_Count": 383.8489143, + "Albumin_Level": 4.55189418, + "Alkaline_Phosphatase_Level": 54.98807843, + "Alanine_Aminotransferase_Level": 35.0895271, + "Aspartate_Aminotransferase_Level": 36.2988628, + "Creatinine_Level": 0.823977263, + "LDH_Level": 178.1695335, + "Calcium_Level": 9.576734744, + "Phosphorus_Level": 3.593071885, + "Glucose_Level": 130.5047735, + "Potassium_Level": 4.116574234, + "Sodium_Level": 143.2125908, + "Smoking_Pack_Years": 9.224828173 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.09199209, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.59426272, + "White_Blood_Cell_Count": 5.363658177, + "Platelet_Count": 303.978674, + "Albumin_Level": 3.895759566, + "Alkaline_Phosphatase_Level": 63.55757177, + "Alanine_Aminotransferase_Level": 25.18108391, + "Aspartate_Aminotransferase_Level": 42.62163714, + "Creatinine_Level": 0.557225758, + "LDH_Level": 127.0718812, + "Calcium_Level": 10.10747252, + "Phosphorus_Level": 3.13196632, + 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46.5983377, + "Alanine_Aminotransferase_Level": 36.04389346, + "Aspartate_Aminotransferase_Level": 27.7867599, + "Creatinine_Level": 0.820642906, + "LDH_Level": 170.6615738, + "Calcium_Level": 9.266746696, + "Phosphorus_Level": 4.926564731, + "Glucose_Level": 143.9543412, + "Potassium_Level": 4.776356675, + "Sodium_Level": 140.2867167, + "Smoking_Pack_Years": 66.10224812 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.64441191, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.12954875, + "White_Blood_Cell_Count": 7.605331066, + "Platelet_Count": 448.0399304, + "Albumin_Level": 3.042037004, + "Alkaline_Phosphatase_Level": 57.27812555, + "Alanine_Aminotransferase_Level": 21.77525186, + "Aspartate_Aminotransferase_Level": 45.09747865, + "Creatinine_Level": 0.933676439, + "LDH_Level": 147.1206069, + "Calcium_Level": 10.40063875, + "Phosphorus_Level": 4.786781282, + "Glucose_Level": 91.19449159, + "Potassium_Level": 4.881174033, + "Sodium_Level": 142.9912912, + "Smoking_Pack_Years": 4.612757369 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.06493286, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.73815883, + "White_Blood_Cell_Count": 8.09222638, + "Platelet_Count": 399.7252161, + "Albumin_Level": 3.544565465, + "Alkaline_Phosphatase_Level": 71.60407927, + "Alanine_Aminotransferase_Level": 29.77626515, + "Aspartate_Aminotransferase_Level": 37.98642192, + "Creatinine_Level": 1.393689888, + "LDH_Level": 178.8523314, + "Calcium_Level": 9.808541357, + "Phosphorus_Level": 2.716036148, + "Glucose_Level": 139.7485833, + "Potassium_Level": 3.590548944, + "Sodium_Level": 138.2849048, + "Smoking_Pack_Years": 54.33614427 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.82205391, + "Tumor_Location": 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86.33236433, + "Potassium_Level": 3.56652143, + "Sodium_Level": 137.6909616, + "Smoking_Pack_Years": 18.32743772 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.11718217, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.04599114, + "White_Blood_Cell_Count": 4.198989198, + "Platelet_Count": 368.0606935, + "Albumin_Level": 3.636022838, + "Alkaline_Phosphatase_Level": 82.08240475, + "Alanine_Aminotransferase_Level": 29.16734879, + "Aspartate_Aminotransferase_Level": 38.47740406, + "Creatinine_Level": 0.942937882, + "LDH_Level": 218.8653487, + "Calcium_Level": 9.778572919, + "Phosphorus_Level": 3.553702263, + "Glucose_Level": 109.8900546, + "Potassium_Level": 4.904950879, + "Sodium_Level": 135.9014095, + "Smoking_Pack_Years": 99.85259492 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.44894531, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.05268496, + "White_Blood_Cell_Count": 8.197320927, + "Platelet_Count": 375.6325304, + "Albumin_Level": 4.494814053, + "Alkaline_Phosphatase_Level": 41.43393959, + "Alanine_Aminotransferase_Level": 8.826942101, + "Aspartate_Aminotransferase_Level": 15.70418229, + "Creatinine_Level": 1.055361615, + "LDH_Level": 237.8834054, + "Calcium_Level": 9.22169378, + "Phosphorus_Level": 2.505063163, + "Glucose_Level": 93.52314369, + "Potassium_Level": 4.478827073, + "Sodium_Level": 136.8543513, + "Smoking_Pack_Years": 84.34212916 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.02000173, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.2501116, + "White_Blood_Cell_Count": 9.908173595, + "Platelet_Count": 417.9024081, + "Albumin_Level": 3.16033342, + "Alkaline_Phosphatase_Level": 35.71347722, + "Alanine_Aminotransferase_Level": 35.94891603, + "Aspartate_Aminotransferase_Level": 29.7318278, + "Creatinine_Level": 1.336724173, + "LDH_Level": 212.6245604, + "Calcium_Level": 10.20965437, + "Phosphorus_Level": 3.741546012, + "Glucose_Level": 99.82243232, + "Potassium_Level": 4.855773036, + "Sodium_Level": 137.1009646, + "Smoking_Pack_Years": 74.40670845 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.17442164, + "Tumor_Location": "Lower 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"Potassium_Level": 3.711194508, + "Sodium_Level": 144.4464893, + "Smoking_Pack_Years": 64.09883076 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.57791105, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.68777741, + "White_Blood_Cell_Count": 5.637692624, + "Platelet_Count": 306.8750694, + "Albumin_Level": 3.804096595, + "Alkaline_Phosphatase_Level": 67.73587822, + "Alanine_Aminotransferase_Level": 32.83942756, + "Aspartate_Aminotransferase_Level": 47.32792107, + "Creatinine_Level": 1.440693591, + "LDH_Level": 161.7517125, + "Calcium_Level": 10.39267914, + "Phosphorus_Level": 3.747092674, + "Glucose_Level": 125.2082381, + "Potassium_Level": 4.763574318, + "Sodium_Level": 143.7096359, + "Smoking_Pack_Years": 75.63550447 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.63125822, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.56006186, + "White_Blood_Cell_Count": 4.469106401, + "Platelet_Count": 331.4616456, + "Albumin_Level": 3.205399575, + "Alkaline_Phosphatase_Level": 50.06202873, + "Alanine_Aminotransferase_Level": 25.07747681, + "Aspartate_Aminotransferase_Level": 48.85646547, + "Creatinine_Level": 1.374278831, + "LDH_Level": 160.4214627, + "Calcium_Level": 8.308648821, + "Phosphorus_Level": 2.683492626, + "Glucose_Level": 148.0928915, + "Potassium_Level": 4.704265654, + "Sodium_Level": 143.5024662, + "Smoking_Pack_Years": 83.12830556 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.374986, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.23433938, + "White_Blood_Cell_Count": 8.009513309, + "Platelet_Count": 299.8734194, + "Albumin_Level": 3.982373121, + "Alkaline_Phosphatase_Level": 83.64209814, + "Alanine_Aminotransferase_Level": 14.87400517, + "Aspartate_Aminotransferase_Level": 21.01776404, + "Creatinine_Level": 1.290438196, + "LDH_Level": 104.0776962, + "Calcium_Level": 8.401018093, + "Phosphorus_Level": 4.725457263, + "Glucose_Level": 108.3903209, + "Potassium_Level": 3.570574323, + "Sodium_Level": 137.1982562, + "Smoking_Pack_Years": 80.29987469 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.81795535, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.34202163, + "White_Blood_Cell_Count": 4.567065326, + "Platelet_Count": 395.2984118, + "Albumin_Level": 3.155359375, + "Alkaline_Phosphatase_Level": 35.96973243, + "Alanine_Aminotransferase_Level": 15.47193858, + "Aspartate_Aminotransferase_Level": 38.75018619, + "Creatinine_Level": 0.949594791, + "LDH_Level": 111.9607861, + "Calcium_Level": 8.290539505, + "Phosphorus_Level": 2.57438201, + "Glucose_Level": 71.23195848, + "Potassium_Level": 3.725914719, + "Sodium_Level": 141.3153683, + "Smoking_Pack_Years": 53.48284757 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.89335147, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.86135107, + "White_Blood_Cell_Count": 3.789143241, + "Platelet_Count": 308.8835612, + "Albumin_Level": 4.903805933, + "Alkaline_Phosphatase_Level": 66.97948034, + "Alanine_Aminotransferase_Level": 35.02861259, + "Aspartate_Aminotransferase_Level": 37.28780272, + "Creatinine_Level": 0.858395834, + "LDH_Level": 185.9555702, + "Calcium_Level": 10.49258744, + "Phosphorus_Level": 4.303791946, + "Glucose_Level": 129.3149506, + "Potassium_Level": 3.570263261, + "Sodium_Level": 140.6281124, + "Smoking_Pack_Years": 78.55741222 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.87506452, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.45166186, + "White_Blood_Cell_Count": 4.262759801, + "Platelet_Count": 374.3041235, + "Albumin_Level": 3.58316058, + "Alkaline_Phosphatase_Level": 39.76497915, + "Alanine_Aminotransferase_Level": 21.47351334, + "Aspartate_Aminotransferase_Level": 44.47888068, + "Creatinine_Level": 0.975192431, + "LDH_Level": 222.8621449, + "Calcium_Level": 8.249837659, + "Phosphorus_Level": 2.729960552, + "Glucose_Level": 136.2312606, + "Potassium_Level": 3.718164824, + "Sodium_Level": 142.1802235, + "Smoking_Pack_Years": 56.03325584 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.99262005, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.84136691, + "White_Blood_Cell_Count": 9.066517593, + "Platelet_Count": 429.713754, + "Albumin_Level": 3.370774224, + "Alkaline_Phosphatase_Level": 85.32067523, + "Alanine_Aminotransferase_Level": 10.24176187, + "Aspartate_Aminotransferase_Level": 36.41831019, + "Creatinine_Level": 0.955048882, + "LDH_Level": 154.6233169, + "Calcium_Level": 8.62982393, + "Phosphorus_Level": 4.091669854, + "Glucose_Level": 85.58822197, + "Potassium_Level": 4.078331851, + "Sodium_Level": 139.193882, + "Smoking_Pack_Years": 18.94441105 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.21709721, + "Tumor_Location": "Middle 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"Potassium_Level": 4.761046361, + "Sodium_Level": 138.5907408, + "Smoking_Pack_Years": 3.445995132 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.51293411, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.08009233, + "White_Blood_Cell_Count": 7.397890898, + "Platelet_Count": 217.6280187, + "Albumin_Level": 4.643151863, + "Alkaline_Phosphatase_Level": 65.83301017, + "Alanine_Aminotransferase_Level": 37.35011102, + "Aspartate_Aminotransferase_Level": 46.08072903, + "Creatinine_Level": 1.09192849, + "LDH_Level": 116.0081037, + "Calcium_Level": 9.952818344, + "Phosphorus_Level": 3.661725898, + "Glucose_Level": 81.80740147, + "Potassium_Level": 4.623421839, + "Sodium_Level": 144.1965682, + "Smoking_Pack_Years": 87.26156331 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.41800379, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.93361173, + "White_Blood_Cell_Count": 9.237923038, + "Platelet_Count": 228.137442, + "Albumin_Level": 4.713174454, + "Alkaline_Phosphatase_Level": 88.85626796, + "Alanine_Aminotransferase_Level": 5.915793483, + "Aspartate_Aminotransferase_Level": 44.55081629, + "Creatinine_Level": 1.37850853, + "LDH_Level": 231.2596182, + "Calcium_Level": 9.01631686, + "Phosphorus_Level": 4.149261758, + "Glucose_Level": 147.5231008, + "Potassium_Level": 4.113782359, + "Sodium_Level": 135.8050578, + "Smoking_Pack_Years": 51.79636475 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.87012093, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.94949828, + "White_Blood_Cell_Count": 9.136203185, + "Platelet_Count": 350.0686892, + "Albumin_Level": 4.837197483, + "Alkaline_Phosphatase_Level": 93.92689438, + "Alanine_Aminotransferase_Level": 12.65858115, + "Aspartate_Aminotransferase_Level": 45.53087632, + "Creatinine_Level": 0.971219407, + "LDH_Level": 117.41734, + "Calcium_Level": 10.37825326, + "Phosphorus_Level": 4.941233411, + "Glucose_Level": 129.3196394, + "Potassium_Level": 4.635827325, + "Sodium_Level": 144.5232126, + "Smoking_Pack_Years": 39.74996132 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.00802239, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.13589945, + "White_Blood_Cell_Count": 8.03861042, + "Platelet_Count": 308.9276751, + "Albumin_Level": 3.283675384, + "Alkaline_Phosphatase_Level": 119.9084583, + "Alanine_Aminotransferase_Level": 5.347921203, + "Aspartate_Aminotransferase_Level": 23.8109506, + "Creatinine_Level": 1.088763883, + "LDH_Level": 110.0401736, + "Calcium_Level": 9.765429355, + "Phosphorus_Level": 3.899025878, + "Glucose_Level": 120.9649678, 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"Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.6098634, + "White_Blood_Cell_Count": 4.85926966, + "Platelet_Count": 305.960969, + "Albumin_Level": 3.646015801, + "Alkaline_Phosphatase_Level": 93.52330946, + "Alanine_Aminotransferase_Level": 14.77811942, + "Aspartate_Aminotransferase_Level": 47.41622896, + "Creatinine_Level": 0.781444409, + "LDH_Level": 138.57109, + "Calcium_Level": 9.809129534, + "Phosphorus_Level": 4.811634456, + "Glucose_Level": 112.2088504, + "Potassium_Level": 4.151445458, + "Sodium_Level": 141.338713, + "Smoking_Pack_Years": 47.09774122 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.27332683, + "Tumor_Location": 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127.7865864, + "Potassium_Level": 4.162917553, + "Sodium_Level": 138.2303893, + "Smoking_Pack_Years": 96.42091894 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.61526834, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.16131281, + "White_Blood_Cell_Count": 9.911778567, + "Platelet_Count": 182.9702288, + "Albumin_Level": 3.262717454, + "Alkaline_Phosphatase_Level": 87.48713018, + "Alanine_Aminotransferase_Level": 17.64589051, + "Aspartate_Aminotransferase_Level": 48.0291215, + "Creatinine_Level": 0.763957877, + "LDH_Level": 208.0691468, + "Calcium_Level": 10.44829903, + "Phosphorus_Level": 3.786166087, + "Glucose_Level": 79.52744781, + "Potassium_Level": 3.57640582, + "Sodium_Level": 140.0021424, + "Smoking_Pack_Years": 93.75699629 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.8363257, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.41841386, + "White_Blood_Cell_Count": 4.695470413, + "Platelet_Count": 163.1757639, + "Albumin_Level": 4.650338123, + "Alkaline_Phosphatase_Level": 83.22452889, + "Alanine_Aminotransferase_Level": 10.80875194, + "Aspartate_Aminotransferase_Level": 39.61083933, + "Creatinine_Level": 0.6989717, + "LDH_Level": 163.4148534, + "Calcium_Level": 8.814557101, + "Phosphorus_Level": 3.491266028, + "Glucose_Level": 93.80732113, + "Potassium_Level": 3.678612653, + "Sodium_Level": 142.7667084, + "Smoking_Pack_Years": 97.37640869 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.49369289, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.60199358, + "White_Blood_Cell_Count": 7.849330774, + "Platelet_Count": 280.9843618, + "Albumin_Level": 3.354819841, + "Alkaline_Phosphatase_Level": 95.45378321, + "Alanine_Aminotransferase_Level": 20.00346507, + "Aspartate_Aminotransferase_Level": 19.10993005, + "Creatinine_Level": 1.429527888, + "LDH_Level": 152.8736493, + "Calcium_Level": 10.25152996, + "Phosphorus_Level": 4.494009989, + "Glucose_Level": 114.2522685, + "Potassium_Level": 3.680754123, + "Sodium_Level": 139.6788758, + "Smoking_Pack_Years": 99.41375899 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.455504465, + "Glucose_Level": 138.5352161, + "Potassium_Level": 4.793237301, + "Sodium_Level": 138.6750339, + "Smoking_Pack_Years": 86.13133296 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.57534108, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.4024805, + "White_Blood_Cell_Count": 4.240279704, + "Platelet_Count": 412.6279968, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.34047848, + "White_Blood_Cell_Count": 9.217713745, + "Platelet_Count": 208.0579768, + "Albumin_Level": 3.120271995, + "Alkaline_Phosphatase_Level": 114.8495938, + "Alanine_Aminotransferase_Level": 5.972329208, + "Aspartate_Aminotransferase_Level": 13.28191893, + "Creatinine_Level": 0.784564558, + "LDH_Level": 117.14939, + "Calcium_Level": 9.957009914, + "Phosphorus_Level": 3.781558669, + "Glucose_Level": 94.13674454, + "Potassium_Level": 4.63051683, + "Sodium_Level": 137.5651491, + "Smoking_Pack_Years": 48.21907972 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": 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8.808454229, + "Phosphorus_Level": 3.869110308, + "Glucose_Level": 114.418725, + "Potassium_Level": 3.542230258, + "Sodium_Level": 143.6736319, + "Smoking_Pack_Years": 93.99197961 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.03117671, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.24144838, + "White_Blood_Cell_Count": 9.340928198, + "Platelet_Count": 372.596953, + "Albumin_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.0849455, + "White_Blood_Cell_Count": 5.493029718, + "Platelet_Count": 246.056221, + "Albumin_Level": 4.127618329, + "Alkaline_Phosphatase_Level": 45.08197553, + "Alanine_Aminotransferase_Level": 5.951615226, + "Aspartate_Aminotransferase_Level": 32.17757866, + "Creatinine_Level": 0.66988445, + "LDH_Level": 230.8098284, + "Calcium_Level": 9.562034877, + "Phosphorus_Level": 3.810609254, + "Glucose_Level": 120.6767401, + "Potassium_Level": 4.283701806, + "Sodium_Level": 139.2461558, + "Smoking_Pack_Years": 6.131738876 + }, + { + "Age": 78, + "Gender": "Female", 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241.9689813, + "Calcium_Level": 8.671608918, + "Phosphorus_Level": 4.86862434, + "Glucose_Level": 104.9273972, + "Potassium_Level": 4.97714797, + "Sodium_Level": 140.1946316, + "Smoking_Pack_Years": 22.68538973 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.49504761, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.34998733, + "White_Blood_Cell_Count": 5.671596694, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.97896871, + "White_Blood_Cell_Count": 6.840150448, + "Platelet_Count": 298.4528707, + "Albumin_Level": 4.085088368, + "Alkaline_Phosphatase_Level": 30.40479128, + "Alanine_Aminotransferase_Level": 8.173934759, + "Aspartate_Aminotransferase_Level": 32.96160059, + "Creatinine_Level": 1.094814841, + "LDH_Level": 132.8285492, + "Calcium_Level": 8.017509294, + "Phosphorus_Level": 3.456231405, + "Glucose_Level": 124.1143415, + "Potassium_Level": 4.671075221, + "Sodium_Level": 136.5903967, + "Smoking_Pack_Years": 15.91095632 + }, + { + "Age": 45, + "Gender": "Female", 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183.4508466, + "Calcium_Level": 8.025945995, + "Phosphorus_Level": 3.646598496, + "Glucose_Level": 117.7720243, + "Potassium_Level": 4.670878592, + "Sodium_Level": 138.8298437, + "Smoking_Pack_Years": 8.73701191 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.36787475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.91680075, + "White_Blood_Cell_Count": 4.99240935, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.88983184, + "White_Blood_Cell_Count": 5.200709686, + "Platelet_Count": 303.0850024, + "Albumin_Level": 3.273339289, + "Alkaline_Phosphatase_Level": 65.25624125, + "Alanine_Aminotransferase_Level": 36.29193366, + "Aspartate_Aminotransferase_Level": 27.32611513, + "Creatinine_Level": 0.801866981, + "LDH_Level": 170.7830303, + "Calcium_Level": 9.187975114, + "Phosphorus_Level": 2.986978322, + "Glucose_Level": 136.0424644, + "Potassium_Level": 4.475323983, + "Sodium_Level": 138.9035808, + "Smoking_Pack_Years": 61.76533306 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.83618474, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.3056303, + "White_Blood_Cell_Count": 8.541377743, + "Platelet_Count": 415.1778829, + "Albumin_Level": 3.969809015, + "Alkaline_Phosphatase_Level": 89.29059796, + "Alanine_Aminotransferase_Level": 24.51518925, + "Aspartate_Aminotransferase_Level": 32.75011109, + "Creatinine_Level": 1.099471434, + "LDH_Level": 131.7653416, + "Calcium_Level": 9.767427537, + "Phosphorus_Level": 2.777363692, + "Glucose_Level": 137.7901805, + "Potassium_Level": 3.544651368, + "Sodium_Level": 139.3438056, + "Smoking_Pack_Years": 57.62485058 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.21865778, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.28803346, + "White_Blood_Cell_Count": 8.232084851, + "Platelet_Count": 315.0719902, + "Albumin_Level": 4.410522282, + "Alkaline_Phosphatase_Level": 118.3802485, + "Alanine_Aminotransferase_Level": 12.60705209, + "Aspartate_Aminotransferase_Level": 49.18566003, + "Creatinine_Level": 1.147562385, + "LDH_Level": 168.6615073, + "Calcium_Level": 9.183315629, + "Phosphorus_Level": 2.686784031, + "Glucose_Level": 119.1076492, + "Potassium_Level": 3.891124898, + "Sodium_Level": 135.3573917, + "Smoking_Pack_Years": 67.22236152 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.71514155, + "White_Blood_Cell_Count": 8.796976174, + "Platelet_Count": 371.0507707, + "Albumin_Level": 4.505394825, + "Alkaline_Phosphatase_Level": 65.31855286, + "Alanine_Aminotransferase_Level": 23.57733479, + "Aspartate_Aminotransferase_Level": 41.17339694, + "Creatinine_Level": 0.507496263, + "LDH_Level": 102.1778938, + "Calcium_Level": 8.281701741, + "Phosphorus_Level": 2.768565331, + "Glucose_Level": 72.02924601, + "Potassium_Level": 3.998977522, + "Sodium_Level": 144.9664115, + "Smoking_Pack_Years": 74.5523368 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.16059505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.07450839, + "White_Blood_Cell_Count": 4.07920225, + "Platelet_Count": 439.6806885, + "Albumin_Level": 4.478929948, + "Alkaline_Phosphatase_Level": 109.4248211, + "Alanine_Aminotransferase_Level": 36.27837356, + "Aspartate_Aminotransferase_Level": 20.80365952, + "Creatinine_Level": 1.115172676, + "LDH_Level": 152.321521, + "Calcium_Level": 9.599129282, + "Phosphorus_Level": 3.474385626, + "Glucose_Level": 70.52889102, + "Potassium_Level": 4.507771001, + "Sodium_Level": 140.7196018, + "Smoking_Pack_Years": 9.006467205 + }, + { 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0.691803838, + "LDH_Level": 146.6589971, + "Calcium_Level": 10.03020704, + "Phosphorus_Level": 4.60983012, + "Glucose_Level": 80.00446953, + "Potassium_Level": 4.146198133, + "Sodium_Level": 142.1711715, + "Smoking_Pack_Years": 47.50626268 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.18492751, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.35587058, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.01589899, + "White_Blood_Cell_Count": 4.905652709, + "Platelet_Count": 334.1449449, + "Albumin_Level": 4.520546242, + "Alkaline_Phosphatase_Level": 110.882246, + "Alanine_Aminotransferase_Level": 28.17285931, + "Aspartate_Aminotransferase_Level": 31.58543478, + "Creatinine_Level": 1.437257882, + "LDH_Level": 243.0957288, + "Calcium_Level": 10.10403359, + "Phosphorus_Level": 4.232572334, + "Glucose_Level": 101.8202466, + "Potassium_Level": 3.967686802, + "Sodium_Level": 142.9548756, + "Smoking_Pack_Years": 97.74940067 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.04224494, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.94196661, + "White_Blood_Cell_Count": 5.579242532, + "Platelet_Count": 342.9299122, + "Albumin_Level": 3.516266182, + "Alkaline_Phosphatase_Level": 52.71056752, + "Alanine_Aminotransferase_Level": 8.205640504, + "Aspartate_Aminotransferase_Level": 29.60746825, + "Creatinine_Level": 0.998392985, + "LDH_Level": 206.1928772, + "Calcium_Level": 10.39932778, + "Phosphorus_Level": 4.869835716, + "Glucose_Level": 94.865185, + "Potassium_Level": 4.433080497, + "Sodium_Level": 137.7243054, + "Smoking_Pack_Years": 99.75880058 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.9688509, + "White_Blood_Cell_Count": 6.684157635, + "Platelet_Count": 315.5293119, + "Albumin_Level": 4.974903656, + "Alkaline_Phosphatase_Level": 80.00997193, + "Alanine_Aminotransferase_Level": 29.5777756, + "Aspartate_Aminotransferase_Level": 15.08950907, + "Creatinine_Level": 1.399932108, + "LDH_Level": 158.5842696, + "Calcium_Level": 10.10983489, + "Phosphorus_Level": 2.724428939, + "Glucose_Level": 86.00496844, + "Potassium_Level": 4.761985482, + "Sodium_Level": 144.5624525, + "Smoking_Pack_Years": 19.17730946 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.0903817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Sodium_Level": 136.7310912, + "Smoking_Pack_Years": 18.3773354 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.34466939, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.28625788, + "White_Blood_Cell_Count": 6.786158595, + "Platelet_Count": 348.4123859, + "Albumin_Level": 4.116310487, + "Alkaline_Phosphatase_Level": 41.26116019, + "Alanine_Aminotransferase_Level": 39.50809426, + "Aspartate_Aminotransferase_Level": 38.67083015, + "Creatinine_Level": 1.415188109, + "LDH_Level": 225.7961689, + "Calcium_Level": 9.903885786, + "Phosphorus_Level": 4.28335154, + "Glucose_Level": 81.29811977, + "Potassium_Level": 3.991495374, + "Sodium_Level": 144.3484172, + "Smoking_Pack_Years": 52.2939219 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.29969038, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.96486185, + "White_Blood_Cell_Count": 9.250461603, + "Platelet_Count": 362.7409704, + "Albumin_Level": 4.277781871, + "Alkaline_Phosphatase_Level": 71.44806223, + "Alanine_Aminotransferase_Level": 36.65404704, + "Aspartate_Aminotransferase_Level": 14.6743121, + "Creatinine_Level": 1.119123598, + "LDH_Level": 240.4336903, + "Calcium_Level": 10.43762239, + "Phosphorus_Level": 3.679097857, + "Glucose_Level": 94.07373886, + "Potassium_Level": 4.773942778, + "Sodium_Level": 142.5565314, + "Smoking_Pack_Years": 28.3892132 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.47278079, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.86665889, + "White_Blood_Cell_Count": 9.618645482, + "Platelet_Count": 312.12917, + "Albumin_Level": 3.174296071, + "Alkaline_Phosphatase_Level": 75.24313651, + "Alanine_Aminotransferase_Level": 5.103337867, + "Aspartate_Aminotransferase_Level": 25.16158906, + "Creatinine_Level": 1.392138789, + "LDH_Level": 189.1718659, + "Calcium_Level": 10.0528265, + "Phosphorus_Level": 4.790640278, + "Glucose_Level": 104.2155961, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.52504453, + "White_Blood_Cell_Count": 6.434948905, + "Platelet_Count": 237.501256, + "Albumin_Level": 4.119005131, + "Alkaline_Phosphatase_Level": 49.95269205, + "Alanine_Aminotransferase_Level": 7.845958506, + "Aspartate_Aminotransferase_Level": 45.67279987, + "Creatinine_Level": 1.199487326, + "LDH_Level": 175.6274449, + "Calcium_Level": 10.4177952, + "Phosphorus_Level": 4.688402894, + "Glucose_Level": 124.0078498, + "Potassium_Level": 4.305031747, + "Sodium_Level": 136.6593625, + "Smoking_Pack_Years": 1.321705163 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.92373451, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.08196428, + "White_Blood_Cell_Count": 5.726356525, + "Platelet_Count": 193.1803728, + "Albumin_Level": 3.197893947, + "Alkaline_Phosphatase_Level": 69.38773311, + "Alanine_Aminotransferase_Level": 26.26588128, + "Aspartate_Aminotransferase_Level": 15.78569578, + "Creatinine_Level": 0.65499046, + "LDH_Level": 117.9350874, + "Calcium_Level": 9.217928899, + "Phosphorus_Level": 4.640975086, + "Glucose_Level": 70.47003942, + "Potassium_Level": 4.926990698, + "Sodium_Level": 138.4222286, + "Smoking_Pack_Years": 51.7958757 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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259.4531683, + "Albumin_Level": 4.055267278, + "Alkaline_Phosphatase_Level": 90.50008342, + "Alanine_Aminotransferase_Level": 9.26377183, + "Aspartate_Aminotransferase_Level": 21.34538892, + "Creatinine_Level": 0.507519547, + "LDH_Level": 188.5284195, + "Calcium_Level": 8.291996395, + "Phosphorus_Level": 3.13382741, + "Glucose_Level": 113.1153784, + "Potassium_Level": 4.670074743, + "Sodium_Level": 143.232105, + "Smoking_Pack_Years": 53.08474339 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.92196246, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.32487345, + "White_Blood_Cell_Count": 5.479554372, + "Platelet_Count": 372.7402382, + "Albumin_Level": 3.750424561, + "Alkaline_Phosphatase_Level": 104.9840527, + "Alanine_Aminotransferase_Level": 9.038186909, + "Aspartate_Aminotransferase_Level": 30.97986717, + "Creatinine_Level": 0.69787749, + "LDH_Level": 130.8090786, + "Calcium_Level": 8.393717364, + "Phosphorus_Level": 3.237465609, + "Glucose_Level": 76.16156059, + "Potassium_Level": 3.698203885, + "Sodium_Level": 141.8017511, + "Smoking_Pack_Years": 68.60425504 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.77606966, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.64172603, + "White_Blood_Cell_Count": 5.102098975, + "Platelet_Count": 240.5513723, + "Albumin_Level": 4.262485586, + "Alkaline_Phosphatase_Level": 48.79804283, + "Alanine_Aminotransferase_Level": 15.61618903, + "Aspartate_Aminotransferase_Level": 21.02400685, + "Creatinine_Level": 1.184304714, + "LDH_Level": 111.3718267, + "Calcium_Level": 10.07006761, + "Phosphorus_Level": 4.443182473, + "Glucose_Level": 93.09814505, + "Potassium_Level": 4.81956455, + "Sodium_Level": 142.3555288, + "Smoking_Pack_Years": 97.31288732 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.68487166, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.88070619, + "White_Blood_Cell_Count": 9.793329096, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.41086077, + "White_Blood_Cell_Count": 6.221025832, + "Platelet_Count": 386.0041426, + "Albumin_Level": 4.129226164, + "Alkaline_Phosphatase_Level": 72.47903728, + "Alanine_Aminotransferase_Level": 18.39152263, + "Aspartate_Aminotransferase_Level": 14.44882509, + "Creatinine_Level": 1.080897499, + "LDH_Level": 228.9503479, + "Calcium_Level": 10.28368401, + "Phosphorus_Level": 3.109530708, + "Glucose_Level": 112.7701458, + "Potassium_Level": 4.265824829, + "Sodium_Level": 142.4221574, + "Smoking_Pack_Years": 84.92785978 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.46475068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.50331019, + "White_Blood_Cell_Count": 3.686754159, + "Platelet_Count": 214.6665663, + "Albumin_Level": 4.38529368, + "Alkaline_Phosphatase_Level": 59.3777804, + "Alanine_Aminotransferase_Level": 20.84688022, + "Aspartate_Aminotransferase_Level": 48.34526847, + "Creatinine_Level": 1.492102504, + "LDH_Level": 139.6964382, + "Calcium_Level": 9.641852659, + "Phosphorus_Level": 3.91117944, + "Glucose_Level": 117.1520138, + "Potassium_Level": 4.147921548, + "Sodium_Level": 135.616986, + "Smoking_Pack_Years": 25.62066258 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.94895757, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.046821, + "White_Blood_Cell_Count": 7.314134688, + "Platelet_Count": 257.9141603, + "Albumin_Level": 3.404311444, + "Alkaline_Phosphatase_Level": 114.6215156, + "Alanine_Aminotransferase_Level": 27.5630344, + "Aspartate_Aminotransferase_Level": 10.17408617, + "Creatinine_Level": 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"Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.33674111, + "White_Blood_Cell_Count": 7.109446292, + "Platelet_Count": 347.9158025, + "Albumin_Level": 4.038565131, + "Alkaline_Phosphatase_Level": 32.95339247, + "Alanine_Aminotransferase_Level": 14.47701263, + "Aspartate_Aminotransferase_Level": 46.0442818, + "Creatinine_Level": 1.14604998, + "LDH_Level": 175.4306938, + "Calcium_Level": 8.570262469, + "Phosphorus_Level": 3.501102309, + "Glucose_Level": 82.76826728, + "Potassium_Level": 4.842169906, + "Sodium_Level": 139.7996655, + "Smoking_Pack_Years": 8.502682621 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.03193016, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.35444211, + "White_Blood_Cell_Count": 4.370799144, + "Platelet_Count": 310.0476021, + "Albumin_Level": 4.693451874, + "Alkaline_Phosphatase_Level": 65.74132513, + "Alanine_Aminotransferase_Level": 27.27808285, + "Aspartate_Aminotransferase_Level": 39.54051099, + "Creatinine_Level": 1.197299928, + "LDH_Level": 246.3395349, + "Calcium_Level": 9.886672173, + "Phosphorus_Level": 3.359897804, + "Glucose_Level": 83.94986003, + "Potassium_Level": 4.099515188, + "Sodium_Level": 143.7858541, + "Smoking_Pack_Years": 22.53368432 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.84565153, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", 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38.92833037, + "Aspartate_Aminotransferase_Level": 28.78156236, + "Creatinine_Level": 0.740213687, + "LDH_Level": 196.6983397, + "Calcium_Level": 8.890314008, + "Phosphorus_Level": 3.491096825, + "Glucose_Level": 86.71874706, + "Potassium_Level": 3.862365016, + "Sodium_Level": 136.6268734, + "Smoking_Pack_Years": 38.28206531 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.80619026, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.70628447, + "White_Blood_Cell_Count": 7.134218971, + "Platelet_Count": 400.1159087, + "Albumin_Level": 4.545478806, + "Alkaline_Phosphatase_Level": 111.8421674, + "Alanine_Aminotransferase_Level": 11.50968356, + "Aspartate_Aminotransferase_Level": 30.6649624, + "Creatinine_Level": 1.265327956, + "LDH_Level": 230.5293905, + "Calcium_Level": 9.156097118, + "Phosphorus_Level": 4.267323495, + "Glucose_Level": 137.9740862, + "Potassium_Level": 4.196389418, + "Sodium_Level": 142.879855, + "Smoking_Pack_Years": 36.60909558 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.74794594, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.45004453, + "White_Blood_Cell_Count": 4.558430596, + "Platelet_Count": 417.4286744, + "Albumin_Level": 3.826891036, + "Alkaline_Phosphatase_Level": 58.19079488, + "Alanine_Aminotransferase_Level": 6.131061993, + "Aspartate_Aminotransferase_Level": 35.90876824, + "Creatinine_Level": 1.392399088, + "LDH_Level": 174.3280152, + "Calcium_Level": 9.957570821, + "Phosphorus_Level": 3.860658771, + "Glucose_Level": 76.9451354, + "Potassium_Level": 3.648749789, + "Sodium_Level": 140.5661677, + "Smoking_Pack_Years": 92.44168134 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.86373556, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 30.97748182, + "Aspartate_Aminotransferase_Level": 43.9329212, + "Creatinine_Level": 1.055032172, + "LDH_Level": 166.6870902, + "Calcium_Level": 9.153494355, + "Phosphorus_Level": 2.688489122, + "Glucose_Level": 119.026539, + "Potassium_Level": 3.709189655, + "Sodium_Level": 144.1012174, + "Smoking_Pack_Years": 58.84247707 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.55988743, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.77968469, + "White_Blood_Cell_Count": 8.296420364, + "Platelet_Count": 195.6037628, + "Albumin_Level": 4.928197093, + "Alkaline_Phosphatase_Level": 115.358324, + "Alanine_Aminotransferase_Level": 32.6378228, + "Aspartate_Aminotransferase_Level": 23.21137691, + "Creatinine_Level": 1.289821724, + "LDH_Level": 231.092807, + "Calcium_Level": 9.91878803, + "Phosphorus_Level": 3.576618257, + "Glucose_Level": 83.20018815, + "Potassium_Level": 3.997727781, + "Sodium_Level": 138.7646074, + "Smoking_Pack_Years": 69.89288045 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.39857151, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.80945845, + "White_Blood_Cell_Count": 9.597313411, + "Platelet_Count": 283.7756583, + "Albumin_Level": 4.874314788, + "Alkaline_Phosphatase_Level": 72.00476872, + "Alanine_Aminotransferase_Level": 37.71711688, + "Aspartate_Aminotransferase_Level": 44.11227546, + "Creatinine_Level": 0.948264163, + "LDH_Level": 184.8555376, + "Calcium_Level": 8.560112033, + "Phosphorus_Level": 3.895454704, + "Glucose_Level": 148.6335643, + "Potassium_Level": 3.690159317, + "Sodium_Level": 137.1441186, + "Smoking_Pack_Years": 57.8048569 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.75443187, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.72632275, + "White_Blood_Cell_Count": 6.658993215, + "Platelet_Count": 316.0822894, + "Albumin_Level": 3.334150872, + "Alkaline_Phosphatase_Level": 96.66280644, + "Alanine_Aminotransferase_Level": 18.3190666, + "Aspartate_Aminotransferase_Level": 40.06181097, + "Creatinine_Level": 0.618868499, + "LDH_Level": 223.5900499, + "Calcium_Level": 10.46790914, + "Phosphorus_Level": 3.101266383, + 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171, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.63161834, + "White_Blood_Cell_Count": 7.377666534, + "Platelet_Count": 407.2933736, + "Albumin_Level": 3.042388283, + "Alkaline_Phosphatase_Level": 108.2561985, + "Alanine_Aminotransferase_Level": 16.19140048, + "Aspartate_Aminotransferase_Level": 27.13663159, + "Creatinine_Level": 0.528571965, + "LDH_Level": 211.5377283, + "Calcium_Level": 9.145837257, + "Phosphorus_Level": 4.131895685, + "Glucose_Level": 73.29732344, + "Potassium_Level": 4.444329483, + "Sodium_Level": 137.4803225, + "Smoking_Pack_Years": 67.55666004 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.2785801, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.12462566, + "White_Blood_Cell_Count": 3.705022468, + "Platelet_Count": 268.1836911, + "Albumin_Level": 3.839858178, + "Alkaline_Phosphatase_Level": 102.4232431, + "Alanine_Aminotransferase_Level": 7.12344761, + "Aspartate_Aminotransferase_Level": 43.2302133, + "Creatinine_Level": 0.935534017, + "LDH_Level": 213.8362006, + "Calcium_Level": 9.632372718, + "Phosphorus_Level": 4.222389286, + "Glucose_Level": 73.97562868, + "Potassium_Level": 3.721598453, + "Sodium_Level": 136.8799677, + "Smoking_Pack_Years": 27.67444484 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.15954938, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 18.01144589, + "Aspartate_Aminotransferase_Level": 45.75788096, + "Creatinine_Level": 0.790476863, + "LDH_Level": 124.2750742, + "Calcium_Level": 10.48678278, + "Phosphorus_Level": 3.143152958, + "Glucose_Level": 70.95653496, + "Potassium_Level": 4.075423863, + "Sodium_Level": 143.1682015, + "Smoking_Pack_Years": 31.80852272 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.58634057, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.79220223, + "White_Blood_Cell_Count": 5.030035509, + "Platelet_Count": 329.491946, + "Albumin_Level": 4.978559943, + "Alkaline_Phosphatase_Level": 50.41969338, + "Alanine_Aminotransferase_Level": 35.89499818, + "Aspartate_Aminotransferase_Level": 12.6477396, + "Creatinine_Level": 1.400286248, + "LDH_Level": 105.3097601, + "Calcium_Level": 8.049451905, + "Phosphorus_Level": 2.641485102, + "Glucose_Level": 109.7116069, + "Potassium_Level": 4.315326874, + "Sodium_Level": 144.1359951, + "Smoking_Pack_Years": 23.78688796 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.10328221, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.94513974, + "White_Blood_Cell_Count": 7.630726044, + "Platelet_Count": 317.516074, + "Albumin_Level": 4.192048785, + "Alkaline_Phosphatase_Level": 118.0013929, + "Alanine_Aminotransferase_Level": 34.70906327, + "Aspartate_Aminotransferase_Level": 10.50148944, + "Creatinine_Level": 0.626617713, + "LDH_Level": 195.6282423, + "Calcium_Level": 8.351696952, + "Phosphorus_Level": 4.905252924, + "Glucose_Level": 149.2051906, + "Potassium_Level": 3.593550183, + "Sodium_Level": 135.8502139, + "Smoking_Pack_Years": 87.90241127 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.036409, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.09399767, + "White_Blood_Cell_Count": 6.580914016, + "Platelet_Count": 163.6912086, + "Albumin_Level": 3.897927028, + "Alkaline_Phosphatase_Level": 48.29213441, + "Alanine_Aminotransferase_Level": 39.07359485, + "Aspartate_Aminotransferase_Level": 41.41944859, + "Creatinine_Level": 0.814978817, + "LDH_Level": 210.2082891, + "Calcium_Level": 10.20614303, + "Phosphorus_Level": 3.393531828, + "Glucose_Level": 136.9542664, + "Potassium_Level": 3.517583087, + "Sodium_Level": 136.0801222, + "Smoking_Pack_Years": 5.256857566 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.43910723, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.49133659, + "White_Blood_Cell_Count": 3.781339483, + "Platelet_Count": 348.6804717, + "Albumin_Level": 4.062687559, + "Alkaline_Phosphatase_Level": 91.98415364, + "Alanine_Aminotransferase_Level": 36.86568698, + "Aspartate_Aminotransferase_Level": 32.61976502, + "Creatinine_Level": 1.36355895, + "LDH_Level": 148.3908961, + "Calcium_Level": 9.408419729, + "Phosphorus_Level": 4.282368518, + "Glucose_Level": 85.8840226, + "Potassium_Level": 4.545350705, + "Sodium_Level": 141.4877688, + "Smoking_Pack_Years": 69.36087552 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.58437024, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.46661214, + "White_Blood_Cell_Count": 5.655320731, + "Platelet_Count": 181.2594793, + "Albumin_Level": 4.39558555, + "Alkaline_Phosphatase_Level": 82.75473597, + "Alanine_Aminotransferase_Level": 15.06994076, + "Aspartate_Aminotransferase_Level": 26.7195594, + "Creatinine_Level": 1.055033201, + "LDH_Level": 125.7453437, + "Calcium_Level": 9.496867313, + "Phosphorus_Level": 3.728252644, + "Glucose_Level": 141.5687243, + "Potassium_Level": 4.67546974, + "Sodium_Level": 138.9046277, + "Smoking_Pack_Years": 80.46322641 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.43457741, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.21488888, + "White_Blood_Cell_Count": 8.322706181, + "Platelet_Count": 191.2881258, + "Albumin_Level": 3.347049669, + "Alkaline_Phosphatase_Level": 83.76124606, + "Alanine_Aminotransferase_Level": 21.81978264, + "Aspartate_Aminotransferase_Level": 49.65378122, + "Creatinine_Level": 0.59248248, + "LDH_Level": 202.5446181, + "Calcium_Level": 8.970600524, + "Phosphorus_Level": 4.142658989, + "Glucose_Level": 100.7933334, + "Potassium_Level": 4.515513643, + "Sodium_Level": 136.7863243, + "Smoking_Pack_Years": 40.14592955 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.41033144, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.03378743, + "White_Blood_Cell_Count": 3.615950631, + "Platelet_Count": 176.8808216, + "Albumin_Level": 3.649999925, + "Alkaline_Phosphatase_Level": 60.97997055, + "Alanine_Aminotransferase_Level": 6.503565505, + "Aspartate_Aminotransferase_Level": 40.89440662, + "Creatinine_Level": 0.84062485, + "LDH_Level": 243.0635548, + "Calcium_Level": 9.724776739, + "Phosphorus_Level": 4.277594297, + "Glucose_Level": 117.2484313, + "Potassium_Level": 3.502273789, + "Sodium_Level": 139.9013487, + "Smoking_Pack_Years": 33.1515058 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.42398285, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.86653907, + "White_Blood_Cell_Count": 8.378762055, + "Platelet_Count": 209.9951027, + "Albumin_Level": 3.965668156, + "Alkaline_Phosphatase_Level": 86.65478439, + "Alanine_Aminotransferase_Level": 27.58864186, + "Aspartate_Aminotransferase_Level": 23.00184729, + "Creatinine_Level": 0.58846355, + "LDH_Level": 110.2935446, + "Calcium_Level": 9.644216951, + "Phosphorus_Level": 4.998548013, + "Glucose_Level": 147.1472576, + "Potassium_Level": 4.806463034, + "Sodium_Level": 136.8649433, + "Smoking_Pack_Years": 48.17577277 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.72042618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.19349561, + "White_Blood_Cell_Count": 9.731942786, + "Platelet_Count": 283.5184751, + "Albumin_Level": 3.425865464, + "Alkaline_Phosphatase_Level": 65.32574943, + "Alanine_Aminotransferase_Level": 33.53275153, + "Aspartate_Aminotransferase_Level": 35.81031717, + "Creatinine_Level": 0.68373107, + "LDH_Level": 185.2901433, + "Calcium_Level": 9.903354067, + "Phosphorus_Level": 3.598865101, + "Glucose_Level": 112.9751101, + "Potassium_Level": 4.740027371, + "Sodium_Level": 144.0166605, + "Smoking_Pack_Years": 23.45493831 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.07778156, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.44667313, + "White_Blood_Cell_Count": 7.474358503, + "Platelet_Count": 404.4954497, + "Albumin_Level": 4.378138886, + "Alkaline_Phosphatase_Level": 81.0081993, + "Alanine_Aminotransferase_Level": 34.80721802, + "Aspartate_Aminotransferase_Level": 40.28195955, + "Creatinine_Level": 1.371330795, + "LDH_Level": 237.8546106, + "Calcium_Level": 8.376003662, + "Phosphorus_Level": 3.593661885, + "Glucose_Level": 144.0291081, + "Potassium_Level": 3.569384633, + "Sodium_Level": 141.6623822, + "Smoking_Pack_Years": 39.62208154 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.21687446, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.62897448, + "White_Blood_Cell_Count": 5.37273147, + "Platelet_Count": 436.8055061, + "Albumin_Level": 4.72549866, + "Alkaline_Phosphatase_Level": 33.70537804, + "Alanine_Aminotransferase_Level": 34.19627541, + "Aspartate_Aminotransferase_Level": 47.16619487, + "Creatinine_Level": 1.172344456, + "LDH_Level": 124.2630269, + "Calcium_Level": 8.98819363, + "Phosphorus_Level": 3.365860782, + "Glucose_Level": 124.194882, + "Potassium_Level": 3.748283323, + "Sodium_Level": 142.3197619, + "Smoking_Pack_Years": 39.62713113 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.37989431, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.34614637, + "White_Blood_Cell_Count": 9.894974957, + "Platelet_Count": 282.4978737, + "Albumin_Level": 4.136085864, + "Alkaline_Phosphatase_Level": 48.17094207, + "Alanine_Aminotransferase_Level": 22.91048549, + "Aspartate_Aminotransferase_Level": 15.70250857, + "Creatinine_Level": 1.090376364, + "LDH_Level": 105.0764104, + "Calcium_Level": 9.136449388, + "Phosphorus_Level": 4.491698491, + "Glucose_Level": 114.7196845, + "Potassium_Level": 4.899201505, + "Sodium_Level": 142.4959938, + "Smoking_Pack_Years": 1.069762803 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.14811744, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.40664418, + "White_Blood_Cell_Count": 8.930273584, + "Platelet_Count": 429.8019117, + "Albumin_Level": 3.594726385, + "Alkaline_Phosphatase_Level": 116.7514529, + "Alanine_Aminotransferase_Level": 17.79737183, + "Aspartate_Aminotransferase_Level": 33.78456528, + "Creatinine_Level": 0.798540805, + "LDH_Level": 124.5246401, + "Calcium_Level": 8.496297665, + "Phosphorus_Level": 3.543225162, + "Glucose_Level": 72.94117707, + "Potassium_Level": 3.767806234, + "Sodium_Level": 144.8600911, + "Smoking_Pack_Years": 72.46933268 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.53368524, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.04772792, + "White_Blood_Cell_Count": 3.948836393, + "Platelet_Count": 224.5594026, + "Albumin_Level": 4.24486704, + "Alkaline_Phosphatase_Level": 52.6706191, + "Alanine_Aminotransferase_Level": 19.54834891, + "Aspartate_Aminotransferase_Level": 42.11311006, + "Creatinine_Level": 0.696901513, + "LDH_Level": 129.1347343, + "Calcium_Level": 8.314374247, + "Phosphorus_Level": 2.838985971, + "Glucose_Level": 142.1454034, + "Potassium_Level": 3.644174005, + "Sodium_Level": 143.4866372, + "Smoking_Pack_Years": 17.03951895 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.22418118, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.73971236, + "White_Blood_Cell_Count": 9.723546613, + "Platelet_Count": 355.394663, + "Albumin_Level": 3.161262806, + "Alkaline_Phosphatase_Level": 58.98558351, + "Alanine_Aminotransferase_Level": 27.7590691, + "Aspartate_Aminotransferase_Level": 42.18460731, + "Creatinine_Level": 0.841247145, + "LDH_Level": 200.5893353, + "Calcium_Level": 9.090692852, + "Phosphorus_Level": 3.113616867, + "Glucose_Level": 141.94422, + "Potassium_Level": 4.365700915, + "Sodium_Level": 142.6271042, + "Smoking_Pack_Years": 41.99292564 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.1162908, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.0066894, + "White_Blood_Cell_Count": 9.7151524, + "Platelet_Count": 389.7542074, + "Albumin_Level": 4.498483062, + "Alkaline_Phosphatase_Level": 69.67755184, + "Alanine_Aminotransferase_Level": 15.41410893, + "Aspartate_Aminotransferase_Level": 48.18161817, + "Creatinine_Level": 0.586366855, + "LDH_Level": 167.26938, + "Calcium_Level": 9.045395199, + "Phosphorus_Level": 3.397821697, + "Glucose_Level": 132.2653281, + "Potassium_Level": 4.299462419, + "Sodium_Level": 142.6048487, + "Smoking_Pack_Years": 73.00264872 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.383816, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.98054858, + "White_Blood_Cell_Count": 4.082789957, + "Platelet_Count": 303.4996494, + "Albumin_Level": 3.680191035, + "Alkaline_Phosphatase_Level": 58.22734373, + "Alanine_Aminotransferase_Level": 10.49224501, + "Aspartate_Aminotransferase_Level": 28.92400633, + "Creatinine_Level": 1.467081131, + "LDH_Level": 204.0931248, + "Calcium_Level": 10.27725239, + "Phosphorus_Level": 2.830582935, + "Glucose_Level": 96.97636648, + "Potassium_Level": 4.941531703, + "Sodium_Level": 139.0337052, + "Smoking_Pack_Years": 98.68662626 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.27026038, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.08518593, + "White_Blood_Cell_Count": 4.78838278, + "Platelet_Count": 153.6330897, + "Albumin_Level": 4.383714151, + "Alkaline_Phosphatase_Level": 58.29484056, + "Alanine_Aminotransferase_Level": 9.755121353, + "Aspartate_Aminotransferase_Level": 43.97103017, + "Creatinine_Level": 0.88069614, + "LDH_Level": 182.595482, + "Calcium_Level": 9.659086183, + "Phosphorus_Level": 2.949680663, + "Glucose_Level": 119.6139355, + "Potassium_Level": 4.667122279, + "Sodium_Level": 143.1889656, + "Smoking_Pack_Years": 69.12239408 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.44961998, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.80139697, + "White_Blood_Cell_Count": 9.082927142, + "Platelet_Count": 217.2831705, + "Albumin_Level": 3.777316095, + "Alkaline_Phosphatase_Level": 56.57028114, + "Alanine_Aminotransferase_Level": 21.77520497, + "Aspartate_Aminotransferase_Level": 44.47687926, + "Creatinine_Level": 1.019704744, + "LDH_Level": 168.0032471, + "Calcium_Level": 8.02420968, + "Phosphorus_Level": 4.868385355, + "Glucose_Level": 87.59042122, + "Potassium_Level": 3.708175169, + "Sodium_Level": 142.501212, + "Smoking_Pack_Years": 39.55595352 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.26941497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.97896073, + "White_Blood_Cell_Count": 6.420536807, + "Platelet_Count": 179.1807507, + "Albumin_Level": 3.971459159, + "Alkaline_Phosphatase_Level": 66.85997798, + "Alanine_Aminotransferase_Level": 10.46600161, + "Aspartate_Aminotransferase_Level": 30.88290463, + "Creatinine_Level": 0.831456959, + "LDH_Level": 163.234971, + "Calcium_Level": 8.375494512, + "Phosphorus_Level": 4.073065738, + "Glucose_Level": 98.48753716, + "Potassium_Level": 4.994398034, + "Sodium_Level": 141.1301602, + "Smoking_Pack_Years": 63.8789159 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.97599091, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.64177685, + "White_Blood_Cell_Count": 4.593834526, + "Platelet_Count": 331.7344313, + "Albumin_Level": 3.394057411, + "Alkaline_Phosphatase_Level": 54.25644706, + "Alanine_Aminotransferase_Level": 34.78404907, + "Aspartate_Aminotransferase_Level": 26.22588791, + "Creatinine_Level": 1.21917599, + "LDH_Level": 208.5069906, + "Calcium_Level": 8.06245691, + "Phosphorus_Level": 3.881304668, + "Glucose_Level": 139.2912434, + "Potassium_Level": 4.71257507, + "Sodium_Level": 135.8533616, + "Smoking_Pack_Years": 83.92681605 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.02854854, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.40891016, + "White_Blood_Cell_Count": 4.263679228, + "Platelet_Count": 342.5786377, + "Albumin_Level": 3.107849438, + "Alkaline_Phosphatase_Level": 54.35956638, + "Alanine_Aminotransferase_Level": 11.29645469, + "Aspartate_Aminotransferase_Level": 43.99042719, + "Creatinine_Level": 1.173399604, + "LDH_Level": 227.7329308, + "Calcium_Level": 9.406430732, + "Phosphorus_Level": 3.255834127, + "Glucose_Level": 121.708478, + "Potassium_Level": 4.033991576, + "Sodium_Level": 137.9869428, + "Smoking_Pack_Years": 57.73374914 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.33233677, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.75345114, + "White_Blood_Cell_Count": 5.30067838, + "Platelet_Count": 221.3945902, + "Albumin_Level": 4.899458749, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.42673691, + "White_Blood_Cell_Count": 9.985075086, + "Platelet_Count": 448.3764458, + "Albumin_Level": 4.328154458, + "Alkaline_Phosphatase_Level": 30.10381427, + "Alanine_Aminotransferase_Level": 15.36036848, + "Aspartate_Aminotransferase_Level": 14.85611635, + "Creatinine_Level": 1.412864054, + "LDH_Level": 120.0090584, + "Calcium_Level": 9.228585651, + "Phosphorus_Level": 3.705003458, + "Glucose_Level": 78.96378916, + "Potassium_Level": 4.45411273, + "Sodium_Level": 143.5809544, + "Smoking_Pack_Years": 68.68120694 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.86102541, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.4040295, + "White_Blood_Cell_Count": 4.520242689, + "Platelet_Count": 304.2904312, + "Albumin_Level": 3.901529091, + "Alkaline_Phosphatase_Level": 56.04364041, + "Alanine_Aminotransferase_Level": 39.91317404, + "Aspartate_Aminotransferase_Level": 12.09976269, + "Creatinine_Level": 1.002366774, + "LDH_Level": 240.878802, + "Calcium_Level": 9.251217444, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 85.12871587, + "Alanine_Aminotransferase_Level": 31.3519343, + "Aspartate_Aminotransferase_Level": 43.48250536, + "Creatinine_Level": 0.549910573, + "LDH_Level": 223.4185004, + "Calcium_Level": 9.274464864, + "Phosphorus_Level": 3.529254858, + "Glucose_Level": 81.47458043, + "Potassium_Level": 3.713424695, + "Sodium_Level": 140.5857895, + "Smoking_Pack_Years": 10.08828491 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.46275025, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.23176172, + "White_Blood_Cell_Count": 3.709505556, + "Platelet_Count": 179.9525413, + "Albumin_Level": 3.39738689, + "Alkaline_Phosphatase_Level": 34.23884262, + "Alanine_Aminotransferase_Level": 7.656667959, + "Aspartate_Aminotransferase_Level": 15.11949336, + "Creatinine_Level": 0.768354654, + "LDH_Level": 177.7496544, + "Calcium_Level": 8.565763377, + "Phosphorus_Level": 4.236695025, + "Glucose_Level": 120.0741815, + "Potassium_Level": 4.870331254, + "Sodium_Level": 137.908691, + "Smoking_Pack_Years": 75.0018527 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.09054969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.47910167, + "White_Blood_Cell_Count": 7.052081813, + "Platelet_Count": 306.2345213, + "Albumin_Level": 4.545694812, + "Alkaline_Phosphatase_Level": 51.14637659, + "Alanine_Aminotransferase_Level": 26.66518394, + "Aspartate_Aminotransferase_Level": 31.71055238, + "Creatinine_Level": 0.657724891, + "LDH_Level": 248.5066558, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.60704976, + "White_Blood_Cell_Count": 4.204873867, + "Platelet_Count": 160.6753935, + "Albumin_Level": 3.909799018, + "Alkaline_Phosphatase_Level": 80.42223481, + "Alanine_Aminotransferase_Level": 17.8173269, + "Aspartate_Aminotransferase_Level": 22.64650451, + "Creatinine_Level": 0.881651665, + "LDH_Level": 211.8808141, + "Calcium_Level": 9.388875124, + "Phosphorus_Level": 4.841208661, + "Glucose_Level": 124.613327, + "Potassium_Level": 4.040010361, + "Sodium_Level": 141.0679426, + "Smoking_Pack_Years": 70.24826842 + }, + { + "Age": 33, + "Gender": "Female", 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"LDH_Level": 190.5373907, + "Calcium_Level": 10.03224646, + "Phosphorus_Level": 3.39333265, + "Glucose_Level": 81.81245401, + "Potassium_Level": 3.921031763, + "Sodium_Level": 137.1388451, + "Smoking_Pack_Years": 71.7198454 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.27540416, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.85564463, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.88955614, + "White_Blood_Cell_Count": 6.351248867, + "Platelet_Count": 364.9758306, + "Albumin_Level": 3.651461133, + "Alkaline_Phosphatase_Level": 55.66214445, + "Alanine_Aminotransferase_Level": 24.08531218, + "Aspartate_Aminotransferase_Level": 17.07988271, + "Creatinine_Level": 0.70624367, + "LDH_Level": 128.7917626, + "Calcium_Level": 10.3816437, + "Phosphorus_Level": 3.272051644, + "Glucose_Level": 78.11768494, + "Potassium_Level": 3.727653746, + "Sodium_Level": 136.6117034, + "Smoking_Pack_Years": 51.62359514 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.11592755, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "African 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56.45814056 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.95280827, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.51561102, + "White_Blood_Cell_Count": 4.759029214, + "Platelet_Count": 384.0134322, + "Albumin_Level": 4.404538071, + "Alkaline_Phosphatase_Level": 72.52258206, + "Alanine_Aminotransferase_Level": 8.12915474, + "Aspartate_Aminotransferase_Level": 32.22582998, + "Creatinine_Level": 1.326786044, + "LDH_Level": 194.5649977, + "Calcium_Level": 9.961994292, + "Phosphorus_Level": 3.381144114, + "Glucose_Level": 113.9546129, + "Potassium_Level": 4.896916741, + "Sodium_Level": 139.9251533, + "Smoking_Pack_Years": 75.58343248 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.91440037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.85810399, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.89769102, + "White_Blood_Cell_Count": 8.820653805, + "Platelet_Count": 180.4685049, + "Albumin_Level": 3.837495877, + "Alkaline_Phosphatase_Level": 95.33797299, + "Alanine_Aminotransferase_Level": 15.14020109, + "Aspartate_Aminotransferase_Level": 45.49230324, + "Creatinine_Level": 0.887007213, + "LDH_Level": 238.6447682, + "Calcium_Level": 9.804904666, + "Phosphorus_Level": 2.767327922, + "Glucose_Level": 144.7280869, + "Potassium_Level": 3.743985658, + "Sodium_Level": 137.6368307, + "Smoking_Pack_Years": 52.1749978 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.12114947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.40436334, + "White_Blood_Cell_Count": 7.46829966, + "Platelet_Count": 373.898678, + "Albumin_Level": 3.020942276, + "Alkaline_Phosphatase_Level": 54.96695238, + "Alanine_Aminotransferase_Level": 6.900241801, + "Aspartate_Aminotransferase_Level": 30.46691366, + "Creatinine_Level": 0.5881607, + "LDH_Level": 107.9310472, + "Calcium_Level": 9.360743718, + "Phosphorus_Level": 3.411788617, + "Glucose_Level": 130.5565611, + "Potassium_Level": 3.609517902, + "Sodium_Level": 137.5031239, + "Smoking_Pack_Years": 80.24209129 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.20480248, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.52603056, + "White_Blood_Cell_Count": 3.63778086, + "Platelet_Count": 155.7569714, + "Albumin_Level": 4.868892913, + "Alkaline_Phosphatase_Level": 41.54876917, + "Alanine_Aminotransferase_Level": 17.05351944, + "Aspartate_Aminotransferase_Level": 42.75618449, + "Creatinine_Level": 0.79394706, + "LDH_Level": 191.9272717, + "Calcium_Level": 9.764326779, + "Phosphorus_Level": 3.346036896, + "Glucose_Level": 138.8081561, + "Potassium_Level": 4.802115703, + "Sodium_Level": 143.0928561, + "Smoking_Pack_Years": 47.32427401 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.0399206, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 84, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.05978732, + "White_Blood_Cell_Count": 9.09204388, + "Platelet_Count": 230.0497623, + "Albumin_Level": 3.177673779, + "Alkaline_Phosphatase_Level": 44.48552821, + "Alanine_Aminotransferase_Level": 5.990254791, + "Aspartate_Aminotransferase_Level": 21.49747415, + "Creatinine_Level": 0.701253804, + "LDH_Level": 101.6932921, + "Calcium_Level": 10.24334289, + "Phosphorus_Level": 3.041439173, + "Glucose_Level": 87.32379651, + "Potassium_Level": 4.034317254, + "Sodium_Level": 137.1373715, + "Smoking_Pack_Years": 88.47566675 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.16493849, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.70709235, + "White_Blood_Cell_Count": 8.623178451, + "Platelet_Count": 204.5258207, + "Albumin_Level": 4.388501928, + "Alkaline_Phosphatase_Level": 50.85538276, + "Alanine_Aminotransferase_Level": 27.64513711, + "Aspartate_Aminotransferase_Level": 26.10582606, + "Creatinine_Level": 1.081927646, + "LDH_Level": 127.3046436, + "Calcium_Level": 10.12811105, + "Phosphorus_Level": 4.444505414, + "Glucose_Level": 98.20268246, + "Potassium_Level": 4.969438088, + "Sodium_Level": 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"Hemoglobin_Level": 15.96257564, + "White_Blood_Cell_Count": 5.51674819, + "Platelet_Count": 446.9430096, + "Albumin_Level": 4.612950835, + "Alkaline_Phosphatase_Level": 97.63527983, + "Alanine_Aminotransferase_Level": 32.05129603, + "Aspartate_Aminotransferase_Level": 44.12379425, + "Creatinine_Level": 0.604657267, + "LDH_Level": 119.8530742, + "Calcium_Level": 8.863993394, + "Phosphorus_Level": 3.065064551, + "Glucose_Level": 117.8819348, + "Potassium_Level": 4.427808487, + "Sodium_Level": 143.0474018, + "Smoking_Pack_Years": 95.82458455 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.22592078, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.90995251, + "White_Blood_Cell_Count": 5.209422998, + "Platelet_Count": 403.7503659, + "Albumin_Level": 4.669154044, + "Alkaline_Phosphatase_Level": 40.75567944, + "Alanine_Aminotransferase_Level": 26.16491884, + "Aspartate_Aminotransferase_Level": 21.81232726, + "Creatinine_Level": 1.348346893, + "LDH_Level": 124.1542751, + "Calcium_Level": 9.018141675, + "Phosphorus_Level": 3.042443175, + "Glucose_Level": 145.1564467, + "Potassium_Level": 4.21771865, + "Sodium_Level": 136.5068712, + "Smoking_Pack_Years": 62.51154685 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.11304479, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.81266605, + "White_Blood_Cell_Count": 5.002697845, + "Platelet_Count": 294.8926821, + "Albumin_Level": 4.472912282, + "Alkaline_Phosphatase_Level": 100.6052765, + "Alanine_Aminotransferase_Level": 23.96044635, + "Aspartate_Aminotransferase_Level": 23.60978101, + "Creatinine_Level": 1.028232046, + "LDH_Level": 144.75627, + "Calcium_Level": 10.2920143, + "Phosphorus_Level": 3.343826446, + "Glucose_Level": 140.7125558, + "Potassium_Level": 4.283606515, + "Sodium_Level": 139.0273313, + "Smoking_Pack_Years": 99.85898069 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.88476601, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.64828255, + "White_Blood_Cell_Count": 9.265839375, + "Platelet_Count": 155.9408628, + "Albumin_Level": 3.163364085, + "Alkaline_Phosphatase_Level": 63.01417066, + "Alanine_Aminotransferase_Level": 8.466429299, + "Aspartate_Aminotransferase_Level": 45.74318153, + "Creatinine_Level": 0.984894122, + "LDH_Level": 231.7966398, + "Calcium_Level": 10.4351228, + "Phosphorus_Level": 4.793676101, + "Glucose_Level": 145.5899455, + "Potassium_Level": 3.943130465, + "Sodium_Level": 136.0146402, + "Smoking_Pack_Years": 11.33647953 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.44418527, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.06074366, + "White_Blood_Cell_Count": 8.172375792, + "Platelet_Count": 335.0880613, + "Albumin_Level": 4.702343351, + "Alkaline_Phosphatase_Level": 94.06526445, + "Alanine_Aminotransferase_Level": 23.50453257, + "Aspartate_Aminotransferase_Level": 25.53858239, + "Creatinine_Level": 1.330231866, + "LDH_Level": 219.9424707, + "Calcium_Level": 9.940679303, + "Phosphorus_Level": 4.024525567, + "Glucose_Level": 86.07784029, + "Potassium_Level": 4.287217836, + "Sodium_Level": 135.5196191, + "Smoking_Pack_Years": 44.32215072 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.88595696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.19277304, + "White_Blood_Cell_Count": 8.827086447, + "Platelet_Count": 291.2198155, + "Albumin_Level": 3.620837267, + "Alkaline_Phosphatase_Level": 104.426517, + "Alanine_Aminotransferase_Level": 28.80562317, + "Aspartate_Aminotransferase_Level": 28.23332522, + "Creatinine_Level": 1.159313251, + "LDH_Level": 130.2936016, + "Calcium_Level": 9.536631459, + "Phosphorus_Level": 3.061410453, + "Glucose_Level": 71.9607752, + "Potassium_Level": 3.699766831, + "Sodium_Level": 137.1070074, + "Smoking_Pack_Years": 66.94038084 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.95285394, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.92546948, + "White_Blood_Cell_Count": 7.130221303, + "Platelet_Count": 157.0141573, + "Albumin_Level": 3.030511019, + "Alkaline_Phosphatase_Level": 45.95411335, + "Alanine_Aminotransferase_Level": 26.23800304, + "Aspartate_Aminotransferase_Level": 37.6163751, + "Creatinine_Level": 1.022543785, + "LDH_Level": 225.1685228, + "Calcium_Level": 8.207547631, + "Phosphorus_Level": 3.178136359, + "Glucose_Level": 116.4392654, + "Potassium_Level": 3.529725244, + "Sodium_Level": 143.0350284, + "Smoking_Pack_Years": 50.13572868 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.24466777, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.86740295, + "White_Blood_Cell_Count": 8.523928001, + "Platelet_Count": 340.4844952, + "Albumin_Level": 4.99301197, + "Alkaline_Phosphatase_Level": 41.6420375, + "Alanine_Aminotransferase_Level": 22.54936894, + "Aspartate_Aminotransferase_Level": 40.04954274, + "Creatinine_Level": 1.183884348, + "LDH_Level": 115.0695835, + "Calcium_Level": 8.879614228, + "Phosphorus_Level": 3.823373084, + "Glucose_Level": 101.2975065, + "Potassium_Level": 4.704249551, + "Sodium_Level": 136.4120256, + "Smoking_Pack_Years": 93.88558607 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.64241782, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.92027596, + "White_Blood_Cell_Count": 6.505274495, + "Platelet_Count": 183.7850931, + "Albumin_Level": 4.963484329, + "Alkaline_Phosphatase_Level": 76.59941855, + "Alanine_Aminotransferase_Level": 34.91396045, + "Aspartate_Aminotransferase_Level": 14.78281378, + "Creatinine_Level": 1.08452283, + "LDH_Level": 146.1651441, + "Calcium_Level": 8.848638506, + "Phosphorus_Level": 3.147401704, + "Glucose_Level": 80.94069383, + "Potassium_Level": 4.292005847, + "Sodium_Level": 139.0501701, + "Smoking_Pack_Years": 10.31653217 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.3518642, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.82921438, + "White_Blood_Cell_Count": 5.075849719, + "Platelet_Count": 213.0582826, + "Albumin_Level": 3.478400786, + "Alkaline_Phosphatase_Level": 93.92871438, + "Alanine_Aminotransferase_Level": 13.82875444, + "Aspartate_Aminotransferase_Level": 47.95701596, + "Creatinine_Level": 1.419349765, + "LDH_Level": 107.2406589, + "Calcium_Level": 10.02793941, + "Phosphorus_Level": 2.685723153, + "Glucose_Level": 70.85835403, + "Potassium_Level": 4.16695781, + "Sodium_Level": 138.9102177, + "Smoking_Pack_Years": 97.48553374 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.22734828, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.7211007, + "White_Blood_Cell_Count": 7.104252161, + "Platelet_Count": 336.4236196, + "Albumin_Level": 3.318242089, + "Alkaline_Phosphatase_Level": 109.9998073, + "Alanine_Aminotransferase_Level": 31.75483542, + "Aspartate_Aminotransferase_Level": 16.17872341, + "Creatinine_Level": 0.872074111, + "LDH_Level": 189.9932057, + "Calcium_Level": 8.379432647, + "Phosphorus_Level": 2.523538757, + "Glucose_Level": 97.88571633, + "Potassium_Level": 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"Aspartate_Aminotransferase_Level": 45.58962882, + "Creatinine_Level": 1.237386509, + "LDH_Level": 111.9503586, + "Calcium_Level": 9.808276208, + "Phosphorus_Level": 4.679905124, + "Glucose_Level": 99.24227003, + "Potassium_Level": 3.88687055, + "Sodium_Level": 143.5962861, + "Smoking_Pack_Years": 66.93105204 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.42462004, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.73509767, + "White_Blood_Cell_Count": 5.66833703, + "Platelet_Count": 378.5750842, + "Albumin_Level": 4.883646152, + "Alkaline_Phosphatase_Level": 91.00911522, + "Alanine_Aminotransferase_Level": 39.86068003, + "Aspartate_Aminotransferase_Level": 46.70534086, + "Creatinine_Level": 0.737361038, + "LDH_Level": 232.9510624, + "Calcium_Level": 8.724454317, + "Phosphorus_Level": 4.770148141, + "Glucose_Level": 71.55968012, + "Potassium_Level": 3.509217289, + "Sodium_Level": 139.2151675, + "Smoking_Pack_Years": 28.44770625 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.79559654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.97565106, + "White_Blood_Cell_Count": 3.629292885, + "Platelet_Count": 171.4927116, + "Albumin_Level": 4.527099754, + "Alkaline_Phosphatase_Level": 46.39690305, + "Alanine_Aminotransferase_Level": 16.26997944, + "Aspartate_Aminotransferase_Level": 10.6721378, + "Creatinine_Level": 1.224134352, + "LDH_Level": 156.8324346, + "Calcium_Level": 9.640713267, + "Phosphorus_Level": 3.31384327, + "Glucose_Level": 94.83575572, + "Potassium_Level": 4.298963769, + "Sodium_Level": 138.1265123, + "Smoking_Pack_Years": 64.4833115 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.63799199, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.56186538, + "White_Blood_Cell_Count": 6.946342636, + "Platelet_Count": 175.9864298, + "Albumin_Level": 4.06155954, + "Alkaline_Phosphatase_Level": 41.11455654, + "Alanine_Aminotransferase_Level": 18.27158542, + "Aspartate_Aminotransferase_Level": 45.81060233, + "Creatinine_Level": 1.365130797, + "LDH_Level": 104.2305581, + "Calcium_Level": 10.11559797, + "Phosphorus_Level": 4.922793634, + "Glucose_Level": 76.20508801, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.54244874, + "White_Blood_Cell_Count": 7.154019382, + "Platelet_Count": 192.9330326, + "Albumin_Level": 3.427101547, + "Alkaline_Phosphatase_Level": 90.13562217, + "Alanine_Aminotransferase_Level": 9.579375107, + "Aspartate_Aminotransferase_Level": 35.58195261, + "Creatinine_Level": 1.042204693, + "LDH_Level": 236.9011003, + "Calcium_Level": 9.214608008, + "Phosphorus_Level": 3.135895532, + "Glucose_Level": 90.91134834, + "Potassium_Level": 4.187885844, + "Sodium_Level": 139.6578801, + "Smoking_Pack_Years": 55.58252932 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.73263826, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.46919354, + "White_Blood_Cell_Count": 9.181298225, + "Platelet_Count": 411.1309441, + "Albumin_Level": 3.532724143, + "Alkaline_Phosphatase_Level": 31.88243616, + "Alanine_Aminotransferase_Level": 32.76401025, + "Aspartate_Aminotransferase_Level": 20.56674824, + "Creatinine_Level": 0.925316647, + "LDH_Level": 155.5156202, + "Calcium_Level": 8.856078385, + "Phosphorus_Level": 3.741581223, + "Glucose_Level": 131.7549403, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.9612534, + "White_Blood_Cell_Count": 9.671545215, + "Platelet_Count": 337.7433615, + "Albumin_Level": 3.393060233, + "Alkaline_Phosphatase_Level": 54.51522527, + "Alanine_Aminotransferase_Level": 8.72389801, + "Aspartate_Aminotransferase_Level": 20.94832987, + "Creatinine_Level": 0.528098177, + "LDH_Level": 122.1675501, + "Calcium_Level": 8.12937029, + "Phosphorus_Level": 4.679885344, + "Glucose_Level": 146.3974662, + "Potassium_Level": 4.744961888, + "Sodium_Level": 141.398842, + "Smoking_Pack_Years": 57.33188833 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.99272322, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.51795188, + "White_Blood_Cell_Count": 5.892436529, + "Platelet_Count": 248.7657494, + "Albumin_Level": 4.29641549, + "Alkaline_Phosphatase_Level": 119.4386171, + "Alanine_Aminotransferase_Level": 16.47552426, + "Aspartate_Aminotransferase_Level": 42.65766311, + "Creatinine_Level": 1.212779664, + "LDH_Level": 229.2401255, + "Calcium_Level": 10.089792, + "Phosphorus_Level": 2.928749405, + "Glucose_Level": 138.4689298, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.37460924, + "White_Blood_Cell_Count": 9.595529368, + "Platelet_Count": 215.6670486, + "Albumin_Level": 4.400511795, + "Alkaline_Phosphatase_Level": 38.82344581, + "Alanine_Aminotransferase_Level": 17.18514852, + "Aspartate_Aminotransferase_Level": 49.95722527, + "Creatinine_Level": 1.196941459, + "LDH_Level": 247.47496, + "Calcium_Level": 8.093256856, + "Phosphorus_Level": 4.883636819, + "Glucose_Level": 120.7907329, + "Potassium_Level": 3.657956841, + "Sodium_Level": 143.627238, + "Smoking_Pack_Years": 21.56114826 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.69352774, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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77.84498043, + "Alanine_Aminotransferase_Level": 24.40433636, + "Aspartate_Aminotransferase_Level": 17.10766876, + "Creatinine_Level": 1.01209231, + "LDH_Level": 204.6601062, + "Calcium_Level": 8.449066116, + "Phosphorus_Level": 4.876409141, + "Glucose_Level": 95.83727569, + "Potassium_Level": 4.026903843, + "Sodium_Level": 140.6939892, + "Smoking_Pack_Years": 33.24062293 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.62590217, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.70896699, + "White_Blood_Cell_Count": 5.017644028, + "Platelet_Count": 230.4124221, + "Albumin_Level": 3.676433144, + "Alkaline_Phosphatase_Level": 86.45909162, + "Alanine_Aminotransferase_Level": 32.33509733, + "Aspartate_Aminotransferase_Level": 31.93770554, + "Creatinine_Level": 0.69788052, + "LDH_Level": 118.28202, + "Calcium_Level": 9.393118064, + "Phosphorus_Level": 2.951297923, + "Glucose_Level": 110.942628, + "Potassium_Level": 4.097292822, + "Sodium_Level": 143.9480894, + "Smoking_Pack_Years": 96.59148568 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.67755451, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.80374959, + "White_Blood_Cell_Count": 9.591480642, + "Platelet_Count": 388.7377962, + "Albumin_Level": 3.02256271, + "Alkaline_Phosphatase_Level": 68.52793573, + "Alanine_Aminotransferase_Level": 25.65798347, + "Aspartate_Aminotransferase_Level": 24.49289628, + "Creatinine_Level": 1.083008804, + "LDH_Level": 195.8941118, + "Calcium_Level": 9.32453586, + "Phosphorus_Level": 4.090368932, + 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94.95843014, + "Alanine_Aminotransferase_Level": 36.27858885, + "Aspartate_Aminotransferase_Level": 29.77609481, + "Creatinine_Level": 1.015891678, + "LDH_Level": 147.3640235, + "Calcium_Level": 9.119952758, + "Phosphorus_Level": 4.751402104, + "Glucose_Level": 122.7943341, + "Potassium_Level": 4.632967548, + "Sodium_Level": 136.4285384, + "Smoking_Pack_Years": 3.12286461 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.71244034, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.21964782, + "White_Blood_Cell_Count": 7.583469501, + "Platelet_Count": 212.3964574, + "Albumin_Level": 4.369916816, + "Alkaline_Phosphatase_Level": 60.51646695, + "Alanine_Aminotransferase_Level": 27.41537289, + "Aspartate_Aminotransferase_Level": 48.56443106, + "Creatinine_Level": 0.85058329, + "LDH_Level": 134.1893243, + "Calcium_Level": 9.09983583, + "Phosphorus_Level": 3.435484485, + "Glucose_Level": 119.2479052, + "Potassium_Level": 4.991216641, + "Sodium_Level": 135.0501902, + "Smoking_Pack_Years": 56.74511671 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.95572375, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.55372421, + "White_Blood_Cell_Count": 7.156534379, + "Platelet_Count": 446.7018816, + "Albumin_Level": 4.174258765, + "Alkaline_Phosphatase_Level": 35.41860326, + "Alanine_Aminotransferase_Level": 10.55625887, + "Aspartate_Aminotransferase_Level": 37.61399807, + "Creatinine_Level": 0.637178251, + "LDH_Level": 183.5162271, + "Calcium_Level": 8.697136183, + "Phosphorus_Level": 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"Tumor_Size_mm": 63.55828018, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.44445539, + "White_Blood_Cell_Count": 4.987477114, + "Platelet_Count": 202.7592787, + "Albumin_Level": 4.700991784, + "Alkaline_Phosphatase_Level": 96.08818577, + "Alanine_Aminotransferase_Level": 9.306423914, + "Aspartate_Aminotransferase_Level": 18.78898929, + "Creatinine_Level": 1.195091925, + "LDH_Level": 102.8396456, + "Calcium_Level": 8.093418942, + "Phosphorus_Level": 3.825107478, + "Glucose_Level": 122.6903012, + "Potassium_Level": 3.953613865, + "Sodium_Level": 144.720624, + "Smoking_Pack_Years": 18.31683215 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.00210946, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.07514499, + "White_Blood_Cell_Count": 7.107685744, + "Platelet_Count": 371.8082089, + 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"Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.52840862, + "White_Blood_Cell_Count": 5.888533501, + "Platelet_Count": 242.9882388, + "Albumin_Level": 4.362682721, + "Alkaline_Phosphatase_Level": 32.7283786, + "Alanine_Aminotransferase_Level": 22.79285492, + "Aspartate_Aminotransferase_Level": 38.96306447, + "Creatinine_Level": 1.389411272, + "LDH_Level": 148.8591541, + "Calcium_Level": 9.914649744, + "Phosphorus_Level": 4.359096839, + "Glucose_Level": 116.5504617, + "Potassium_Level": 3.827226011, + "Sodium_Level": 140.9832165, + "Smoking_Pack_Years": 12.95382443 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.81119063, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.49060609, + "White_Blood_Cell_Count": 4.650328585, + "Platelet_Count": 258.5493584, + "Albumin_Level": 4.666851317, + "Alkaline_Phosphatase_Level": 54.6471318, + "Alanine_Aminotransferase_Level": 32.7246884, + "Aspartate_Aminotransferase_Level": 17.83577052, + "Creatinine_Level": 0.697668406, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.97377754, + "White_Blood_Cell_Count": 6.087249367, + "Platelet_Count": 337.7968161, + "Albumin_Level": 4.744936707, + "Alkaline_Phosphatase_Level": 112.8061609, + "Alanine_Aminotransferase_Level": 31.26616241, + "Aspartate_Aminotransferase_Level": 47.2576802, + "Creatinine_Level": 0.868947452, + "LDH_Level": 237.0219757, + "Calcium_Level": 9.720596116, + "Phosphorus_Level": 4.275947411, + "Glucose_Level": 142.7973544, + "Potassium_Level": 4.243722991, + "Sodium_Level": 137.3249531, + "Smoking_Pack_Years": 49.10620196 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.71771333, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.11738698, + "White_Blood_Cell_Count": 9.075812757, + "Platelet_Count": 405.4732184, + "Albumin_Level": 4.532646748, + "Alkaline_Phosphatase_Level": 62.63269734, + "Alanine_Aminotransferase_Level": 10.32677976, + "Aspartate_Aminotransferase_Level": 47.32107802, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.81433926, + "White_Blood_Cell_Count": 9.746585904, + "Platelet_Count": 197.3653182, + "Albumin_Level": 3.751493481, + "Alkaline_Phosphatase_Level": 102.3806445, + "Alanine_Aminotransferase_Level": 18.66938623, + "Aspartate_Aminotransferase_Level": 22.20811018, + "Creatinine_Level": 0.960037484, + "LDH_Level": 219.1803594, + "Calcium_Level": 8.888927233, + "Phosphorus_Level": 4.902628345, + "Glucose_Level": 147.927948, + "Potassium_Level": 3.594878906, + "Sodium_Level": 138.1692776, + "Smoking_Pack_Years": 50.1803587 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.86121204, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 12.64714844, + "Creatinine_Level": 0.842362292, + "LDH_Level": 107.3218703, + "Calcium_Level": 9.105309441, + "Phosphorus_Level": 3.985918787, + "Glucose_Level": 93.4406193, + "Potassium_Level": 4.287707349, + "Sodium_Level": 137.0647518, + "Smoking_Pack_Years": 91.40567742 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.75318827, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.61037071, + "White_Blood_Cell_Count": 5.433333754, + "Platelet_Count": 288.9877448, + "Albumin_Level": 4.299153818, + "Alkaline_Phosphatase_Level": 63.83987917, + "Alanine_Aminotransferase_Level": 6.965003193, + "Aspartate_Aminotransferase_Level": 30.64775375, + "Creatinine_Level": 1.488342816, + "LDH_Level": 185.3091987, + "Calcium_Level": 9.448198011, + "Phosphorus_Level": 4.309425926, + "Glucose_Level": 109.0044075, + "Potassium_Level": 4.523144803, + "Sodium_Level": 143.0847254, + "Smoking_Pack_Years": 51.78567293 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.43073085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.48545842, + "White_Blood_Cell_Count": 8.345391573, + "Platelet_Count": 343.4575018, + "Albumin_Level": 3.262681404, + "Alkaline_Phosphatase_Level": 66.149272, + "Alanine_Aminotransferase_Level": 27.80038402, + "Aspartate_Aminotransferase_Level": 35.65060088, + "Creatinine_Level": 1.279852262, + "LDH_Level": 238.2057905, + "Calcium_Level": 8.751801935, + "Phosphorus_Level": 4.949748211, + "Glucose_Level": 116.6144337, + "Potassium_Level": 3.650204017, + "Sodium_Level": 143.1210091, + "Smoking_Pack_Years": 20.75665621 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.3296496, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.62134538, + "White_Blood_Cell_Count": 7.51257377, + "Platelet_Count": 151.3892417, + "Albumin_Level": 4.162282196, + "Alkaline_Phosphatase_Level": 118.0218529, + "Alanine_Aminotransferase_Level": 34.75867223, + "Aspartate_Aminotransferase_Level": 44.55875401, + "Creatinine_Level": 1.276651925, + "LDH_Level": 112.4643399, + "Calcium_Level": 9.696174555, + "Phosphorus_Level": 2.885141773, + "Glucose_Level": 70.96203111, + "Potassium_Level": 3.865150142, + "Sodium_Level": 143.5123909, + "Smoking_Pack_Years": 77.13933307 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.88492411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.77768008, + "White_Blood_Cell_Count": 4.832837242, + "Platelet_Count": 395.3204241, + "Albumin_Level": 4.395003627, + "Alkaline_Phosphatase_Level": 43.95118779, + "Alanine_Aminotransferase_Level": 38.10263406, + "Aspartate_Aminotransferase_Level": 33.0152969, + "Creatinine_Level": 0.758616829, + "LDH_Level": 136.710081, + "Calcium_Level": 10.24499181, + "Phosphorus_Level": 2.804053046, + "Glucose_Level": 119.2641183, + "Potassium_Level": 4.12789457, + "Sodium_Level": 135.5330743, + "Smoking_Pack_Years": 83.25306029 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.83235313, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.22924375, + "White_Blood_Cell_Count": 5.944867488, + "Platelet_Count": 252.1991567, + "Albumin_Level": 4.645745042, + "Alkaline_Phosphatase_Level": 91.7393289, + "Alanine_Aminotransferase_Level": 16.94479564, + "Aspartate_Aminotransferase_Level": 30.49215354, + "Creatinine_Level": 1.283916399, + "LDH_Level": 233.8456474, + "Calcium_Level": 10.36752216, + "Phosphorus_Level": 3.105583676, + "Glucose_Level": 149.6481914, + "Potassium_Level": 3.583906989, + "Sodium_Level": 144.9200133, + "Smoking_Pack_Years": 78.10122991 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.03707842, + "Tumor_Location": "Upper 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142.4336254, + "Potassium_Level": 3.936095334, + "Sodium_Level": 138.8381775, + "Smoking_Pack_Years": 59.75991384 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.90276372, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.49029057, + "White_Blood_Cell_Count": 6.518354768, + "Platelet_Count": 159.4116036, + "Albumin_Level": 3.319580306, + "Alkaline_Phosphatase_Level": 91.5226864, + "Alanine_Aminotransferase_Level": 18.9775749, + "Aspartate_Aminotransferase_Level": 48.85118396, + "Creatinine_Level": 0.524024948, + "LDH_Level": 136.9528425, + "Calcium_Level": 8.989608593, + "Phosphorus_Level": 3.609315615, + "Glucose_Level": 131.024117, + "Potassium_Level": 4.893311102, + "Sodium_Level": 142.7301809, + "Smoking_Pack_Years": 45.0791135 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.83104051, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.51584674, + "White_Blood_Cell_Count": 9.858208522, + "Platelet_Count": 432.2892321, + "Albumin_Level": 4.806698569, + "Alkaline_Phosphatase_Level": 88.43166473, + "Alanine_Aminotransferase_Level": 38.95603695, + "Aspartate_Aminotransferase_Level": 15.76296803, + "Creatinine_Level": 1.353606804, + "LDH_Level": 240.7350181, + "Calcium_Level": 8.674934377, + "Phosphorus_Level": 4.162668035, + "Glucose_Level": 93.69575352, + "Potassium_Level": 3.814354396, + "Sodium_Level": 139.4491102, + "Smoking_Pack_Years": 7.359241954 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.47558195, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.6846164, + "White_Blood_Cell_Count": 8.48365397, + "Platelet_Count": 411.1570118, + "Albumin_Level": 4.765174234, + "Alkaline_Phosphatase_Level": 65.28660609, + "Alanine_Aminotransferase_Level": 29.97932948, + "Aspartate_Aminotransferase_Level": 13.19962881, + "Creatinine_Level": 0.58243944, + "LDH_Level": 247.6314423, + "Calcium_Level": 9.361326864, + "Phosphorus_Level": 3.774588152, + "Glucose_Level": 73.69155917, + "Potassium_Level": 3.825831699, + "Sodium_Level": 135.6741221, + "Smoking_Pack_Years": 2.082556159 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.276260022, + "Glucose_Level": 135.9148123, + "Potassium_Level": 3.544466148, + "Sodium_Level": 143.7524531, + "Smoking_Pack_Years": 61.76535602 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.0218734, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.28007358, + "White_Blood_Cell_Count": 6.792586054, + "Platelet_Count": 158.1850025, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.46704711, + "White_Blood_Cell_Count": 6.820149593, + "Platelet_Count": 207.3829119, + "Albumin_Level": 3.643499463, + "Alkaline_Phosphatase_Level": 116.4887074, + "Alanine_Aminotransferase_Level": 22.84011447, + "Aspartate_Aminotransferase_Level": 31.70019846, + "Creatinine_Level": 0.645181632, + "LDH_Level": 189.4868253, + "Calcium_Level": 8.200526074, + "Phosphorus_Level": 3.825053115, + "Glucose_Level": 143.1804492, + "Potassium_Level": 3.80480605, + "Sodium_Level": 135.155888, + "Smoking_Pack_Years": 58.00773764 + }, + { + "Age": 71, + "Gender": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.37876642, + "White_Blood_Cell_Count": 9.277206342, + "Platelet_Count": 411.2376538, + "Albumin_Level": 4.731489269, + "Alkaline_Phosphatase_Level": 62.21328024, + "Alanine_Aminotransferase_Level": 6.970232812, + "Aspartate_Aminotransferase_Level": 26.40331364, + "Creatinine_Level": 0.66649918, + "LDH_Level": 168.4597807, + "Calcium_Level": 9.179651102, + "Phosphorus_Level": 4.380793822, + "Glucose_Level": 83.26470703, + "Potassium_Level": 3.937591841, + "Sodium_Level": 135.8957485, + "Smoking_Pack_Years": 33.94138358 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.93348938, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.00595248, + "White_Blood_Cell_Count": 7.017774802, + "Platelet_Count": 315.2672187, + "Albumin_Level": 4.035317147, + "Alkaline_Phosphatase_Level": 56.95651685, + "Alanine_Aminotransferase_Level": 7.399299547, + "Aspartate_Aminotransferase_Level": 15.94121156, + 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"Creatinine_Level": 0.994042927, + "LDH_Level": 245.9168709, + "Calcium_Level": 9.666828359, + "Phosphorus_Level": 4.306843338, + "Glucose_Level": 136.2385085, + "Potassium_Level": 4.993376601, + "Sodium_Level": 138.4752981, + "Smoking_Pack_Years": 18.47702351 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.27618808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.7718752, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.43427803, + "White_Blood_Cell_Count": 9.505162182, + "Platelet_Count": 293.2982994, + "Albumin_Level": 3.227290765, + "Alkaline_Phosphatase_Level": 37.58353675, + "Alanine_Aminotransferase_Level": 19.65526041, + "Aspartate_Aminotransferase_Level": 36.2737436, + "Creatinine_Level": 1.257769941, + "LDH_Level": 187.0410244, + "Calcium_Level": 10.36521161, + "Phosphorus_Level": 2.753102354, + "Glucose_Level": 137.0515927, + "Potassium_Level": 4.528264374, + "Sodium_Level": 137.1550208, + "Smoking_Pack_Years": 5.813405077 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.80847172, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.48044772, + "White_Blood_Cell_Count": 7.163379982, + "Platelet_Count": 173.482313, + "Albumin_Level": 4.822449484, + "Alkaline_Phosphatase_Level": 91.26715109, + "Alanine_Aminotransferase_Level": 34.83007779, + "Aspartate_Aminotransferase_Level": 34.44669409, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.65343907, + "White_Blood_Cell_Count": 8.405793557, + "Platelet_Count": 239.7946539, + "Albumin_Level": 4.108949345, + "Alkaline_Phosphatase_Level": 109.0404309, + "Alanine_Aminotransferase_Level": 10.73775828, + "Aspartate_Aminotransferase_Level": 37.6801158, + "Creatinine_Level": 1.194988657, + "LDH_Level": 169.3759787, + "Calcium_Level": 8.188849954, + "Phosphorus_Level": 4.150208207, + "Glucose_Level": 129.6089093, + "Potassium_Level": 4.900645318, + "Sodium_Level": 140.8960888, + "Smoking_Pack_Years": 52.24627134 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.92697967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.24471327, + "White_Blood_Cell_Count": 7.722189047, + "Platelet_Count": 267.9594952, + "Albumin_Level": 3.758351541, + "Alkaline_Phosphatase_Level": 96.2069759, + "Alanine_Aminotransferase_Level": 26.24254725, + "Aspartate_Aminotransferase_Level": 12.45577575, + "Creatinine_Level": 1.445599116, + "LDH_Level": 106.277781, + "Calcium_Level": 8.675910466, + "Phosphorus_Level": 4.923359651, + "Glucose_Level": 89.83984632, + "Potassium_Level": 4.206807393, + "Sodium_Level": 143.478705, + "Smoking_Pack_Years": 33.53782942 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.08824902, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.2973392, + "White_Blood_Cell_Count": 8.327664912, + "Platelet_Count": 435.9446641, + "Albumin_Level": 3.323704254, + "Alkaline_Phosphatase_Level": 87.91525312, + "Alanine_Aminotransferase_Level": 18.14632449, + "Aspartate_Aminotransferase_Level": 32.41950069, + "Creatinine_Level": 0.791315816, + "LDH_Level": 111.7760905, + "Calcium_Level": 8.698213832, + "Phosphorus_Level": 4.054362898, + "Glucose_Level": 129.104321, + "Potassium_Level": 3.81246282, + "Sodium_Level": 142.8971165, + "Smoking_Pack_Years": 68.15328023 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.82209692, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.51084138, + "White_Blood_Cell_Count": 8.100682301, + "Platelet_Count": 203.0021978, + "Albumin_Level": 3.691642929, + "Alkaline_Phosphatase_Level": 57.07038307, + "Alanine_Aminotransferase_Level": 19.95389243, + 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"Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.06311996, + "White_Blood_Cell_Count": 5.458154722, + "Platelet_Count": 153.3457104, + "Albumin_Level": 4.348290807, + "Alkaline_Phosphatase_Level": 35.18100397, + "Alanine_Aminotransferase_Level": 31.49837841, + "Aspartate_Aminotransferase_Level": 11.94109912, + "Creatinine_Level": 0.695762982, + "LDH_Level": 124.7184715, + "Calcium_Level": 8.010190745, + "Phosphorus_Level": 3.265444386, + "Glucose_Level": 74.10212813, + "Potassium_Level": 4.132903288, + "Sodium_Level": 136.3213192, + "Smoking_Pack_Years": 24.64401714 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.25255559, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.54880422, + "White_Blood_Cell_Count": 4.821346306, + "Platelet_Count": 203.0999681, + "Albumin_Level": 3.825800171, + "Alkaline_Phosphatase_Level": 76.0048691, + "Alanine_Aminotransferase_Level": 26.62168737, + "Aspartate_Aminotransferase_Level": 49.72292136, + "Creatinine_Level": 0.942821183, + "LDH_Level": 114.9000659, + "Calcium_Level": 10.34851607, + "Phosphorus_Level": 4.032893237, + "Glucose_Level": 90.64810924, + "Potassium_Level": 3.603080318, + "Sodium_Level": 140.7689525, + "Smoking_Pack_Years": 94.20125522 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.6835643, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.0093228, + "White_Blood_Cell_Count": 7.73166711, + "Platelet_Count": 301.4408024, + "Albumin_Level": 3.977379816, + "Alkaline_Phosphatase_Level": 110.1121964, + "Alanine_Aminotransferase_Level": 28.95917248, + "Aspartate_Aminotransferase_Level": 12.110094, + "Creatinine_Level": 0.778931097, + "LDH_Level": 198.8804824, + "Calcium_Level": 9.689666208, + "Phosphorus_Level": 4.579631221, + "Glucose_Level": 77.90806569, + "Potassium_Level": 3.616850119, + "Sodium_Level": 140.2128753, + "Smoking_Pack_Years": 97.72124325 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.13181428, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.03622547, + "White_Blood_Cell_Count": 5.216844955, + "Platelet_Count": 439.1720897, + "Albumin_Level": 3.825754042, + "Alkaline_Phosphatase_Level": 107.3186256, + "Alanine_Aminotransferase_Level": 15.27195453, + "Aspartate_Aminotransferase_Level": 42.44742061, + "Creatinine_Level": 1.134485899, + "LDH_Level": 234.7764347, + "Calcium_Level": 9.920130115, + "Phosphorus_Level": 4.959300815, + "Glucose_Level": 115.6327177, + "Potassium_Level": 3.631389313, + "Sodium_Level": 142.3255296, + "Smoking_Pack_Years": 56.36520808 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.36009162, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.17673541, + "White_Blood_Cell_Count": 5.622502962, + "Platelet_Count": 404.1577257, + "Albumin_Level": 3.007954679, + "Alkaline_Phosphatase_Level": 116.5690831, + "Alanine_Aminotransferase_Level": 22.60323615, + "Aspartate_Aminotransferase_Level": 21.06617228, + "Creatinine_Level": 0.804672525, + "LDH_Level": 165.172904, + "Calcium_Level": 9.317035697, + "Phosphorus_Level": 2.587028463, + "Glucose_Level": 137.5895228, + "Potassium_Level": 4.625384113, + "Sodium_Level": 142.9504233, + "Smoking_Pack_Years": 25.88311 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.53298843, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.56132363, + "White_Blood_Cell_Count": 6.677222033, + "Platelet_Count": 190.4413364, + "Albumin_Level": 3.163177233, + "Alkaline_Phosphatase_Level": 103.0899599, + "Alanine_Aminotransferase_Level": 25.80704776, + "Aspartate_Aminotransferase_Level": 33.42077613, + "Creatinine_Level": 1.402957794, + "LDH_Level": 117.7503549, + "Calcium_Level": 8.509390173, + "Phosphorus_Level": 4.880891926, + "Glucose_Level": 134.2013387, + "Potassium_Level": 4.269800384, + "Sodium_Level": 143.9847178, + "Smoking_Pack_Years": 67.98939655 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.17122013, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.81653563, + "White_Blood_Cell_Count": 9.975757589, + "Platelet_Count": 310.9976972, + "Albumin_Level": 3.016322444, + "Alkaline_Phosphatase_Level": 58.28023754, + "Alanine_Aminotransferase_Level": 35.41024987, + "Aspartate_Aminotransferase_Level": 14.74722036, + "Creatinine_Level": 1.315090086, + "LDH_Level": 165.6647442, + "Calcium_Level": 9.661918825, + "Phosphorus_Level": 4.627833611, + "Glucose_Level": 88.341981, + "Potassium_Level": 4.295491731, + "Sodium_Level": 138.330701, + "Smoking_Pack_Years": 76.06093371 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.07270051, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.06880371, + "White_Blood_Cell_Count": 7.891409882, + "Platelet_Count": 173.1285486, + "Albumin_Level": 4.130170745, + "Alkaline_Phosphatase_Level": 102.007525, + "Alanine_Aminotransferase_Level": 18.06151458, + "Aspartate_Aminotransferase_Level": 39.10244676, + "Creatinine_Level": 1.437027319, + "LDH_Level": 138.0494145, + "Calcium_Level": 8.099847307, + "Phosphorus_Level": 2.644580416, + "Glucose_Level": 110.1500093, + "Potassium_Level": 4.450234118, + "Sodium_Level": 138.1545228, + "Smoking_Pack_Years": 76.85005623 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.07181797, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.61382163, + "White_Blood_Cell_Count": 4.558539285, + "Platelet_Count": 279.2013402, + "Albumin_Level": 3.380688297, + "Alkaline_Phosphatase_Level": 108.8007378, + "Alanine_Aminotransferase_Level": 15.64342258, + "Aspartate_Aminotransferase_Level": 42.13196314, + "Creatinine_Level": 1.168911564, + "LDH_Level": 128.067764, + "Calcium_Level": 8.862525089, + "Phosphorus_Level": 3.219176445, + "Glucose_Level": 99.12850382, + "Potassium_Level": 4.080151267, + "Sodium_Level": 136.0196894, + "Smoking_Pack_Years": 93.30241686 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.67019644, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.48542779, + "White_Blood_Cell_Count": 7.70201657, + "Platelet_Count": 349.0031751, + "Albumin_Level": 3.061878621, + "Alkaline_Phosphatase_Level": 85.5337549, + "Alanine_Aminotransferase_Level": 8.896091866, + "Aspartate_Aminotransferase_Level": 41.33696103, + "Creatinine_Level": 0.941975265, + "LDH_Level": 244.7205518, + "Calcium_Level": 10.24656898, + "Phosphorus_Level": 4.947963132, + "Glucose_Level": 117.882137, + "Potassium_Level": 3.841778691, + "Sodium_Level": 141.897452, + "Smoking_Pack_Years": 85.9675036 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.70497004, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.08548207, + "White_Blood_Cell_Count": 7.775157724, + "Platelet_Count": 247.6012523, + "Albumin_Level": 3.110543592, + "Alkaline_Phosphatase_Level": 103.3596089, + "Alanine_Aminotransferase_Level": 14.48491624, + "Aspartate_Aminotransferase_Level": 49.8058964, + "Creatinine_Level": 1.184406453, + "LDH_Level": 167.8793528, + "Calcium_Level": 8.569694863, + "Phosphorus_Level": 4.841849193, + "Glucose_Level": 146.8491291, + "Potassium_Level": 4.131229267, + "Sodium_Level": 135.2267113, + "Smoking_Pack_Years": 83.04759412 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.4000456, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.66436083, + "White_Blood_Cell_Count": 7.796939052, + "Platelet_Count": 161.883252, + "Albumin_Level": 3.477668975, + "Alkaline_Phosphatase_Level": 42.43889455, + "Alanine_Aminotransferase_Level": 14.31478132, + "Aspartate_Aminotransferase_Level": 41.1024469, + "Creatinine_Level": 0.80319503, + "LDH_Level": 161.804904, + "Calcium_Level": 9.877199508, + "Phosphorus_Level": 3.259875719, + "Glucose_Level": 128.7026925, + "Potassium_Level": 4.661258422, + "Sodium_Level": 135.0296958, + "Smoking_Pack_Years": 84.75034947 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.39504053, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.13505715, + "White_Blood_Cell_Count": 5.96022128, + "Platelet_Count": 242.4921839, + "Albumin_Level": 4.106326748, + "Alkaline_Phosphatase_Level": 79.18942281, + "Alanine_Aminotransferase_Level": 23.25380265, + "Aspartate_Aminotransferase_Level": 26.29712353, + "Creatinine_Level": 1.403207467, + "LDH_Level": 122.363075, + "Calcium_Level": 8.156087721, + "Phosphorus_Level": 3.823575137, + "Glucose_Level": 105.6665066, + "Potassium_Level": 3.943349573, + "Sodium_Level": 139.2867172, + "Smoking_Pack_Years": 0.729566267 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.73166641, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.78695114, + "White_Blood_Cell_Count": 9.054372169, + "Platelet_Count": 207.3982998, + "Albumin_Level": 3.799113042, + "Alkaline_Phosphatase_Level": 72.45825335, + "Alanine_Aminotransferase_Level": 35.03461479, + "Aspartate_Aminotransferase_Level": 39.25535937, + "Creatinine_Level": 1.445760663, + "LDH_Level": 102.7640393, + "Calcium_Level": 9.92025953, + "Phosphorus_Level": 4.535465288, + "Glucose_Level": 100.6987515, + "Potassium_Level": 4.855069605, + "Sodium_Level": 142.1438954, + "Smoking_Pack_Years": 31.12866484 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.85891601, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.54267914, + "White_Blood_Cell_Count": 4.292944923, + "Platelet_Count": 224.9507565, + "Albumin_Level": 3.77259798, + "Alkaline_Phosphatase_Level": 74.73505753, + "Alanine_Aminotransferase_Level": 24.92353903, + "Aspartate_Aminotransferase_Level": 36.65693234, + "Creatinine_Level": 1.329763128, + "LDH_Level": 216.9127158, + "Calcium_Level": 8.21345663, + "Phosphorus_Level": 2.674806869, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 35.34299864, + "Aspartate_Aminotransferase_Level": 45.1044797, + "Creatinine_Level": 1.213881365, + "LDH_Level": 110.2908456, + "Calcium_Level": 10.28570601, + "Phosphorus_Level": 4.031381882, + "Glucose_Level": 88.83776186, + "Potassium_Level": 3.91224806, + "Sodium_Level": 139.3898215, + "Smoking_Pack_Years": 70.71857917 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.8120463, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.30685291, + "White_Blood_Cell_Count": 6.861581299, + "Platelet_Count": 401.9471119, + "Albumin_Level": 3.809892144, + "Alkaline_Phosphatase_Level": 39.74590404, + "Alanine_Aminotransferase_Level": 13.47154274, + "Aspartate_Aminotransferase_Level": 18.87031319, + "Creatinine_Level": 1.229590993, + "LDH_Level": 248.0243943, + "Calcium_Level": 9.267278868, + "Phosphorus_Level": 4.134578622, + "Glucose_Level": 143.9958963, + "Potassium_Level": 4.029841083, + "Sodium_Level": 138.4647235, + "Smoking_Pack_Years": 20.29819188 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.1389254, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.98219994, + "White_Blood_Cell_Count": 6.922688575, + "Platelet_Count": 308.8333943, + "Albumin_Level": 4.157694866, + "Alkaline_Phosphatase_Level": 68.91323151, + "Alanine_Aminotransferase_Level": 17.15500614, + "Aspartate_Aminotransferase_Level": 36.66263327, + "Creatinine_Level": 1.002697657, + "LDH_Level": 140.1980784, + "Calcium_Level": 9.311780185, + "Phosphorus_Level": 2.831476769, + 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105.1498051, + "Alanine_Aminotransferase_Level": 13.6811887, + "Aspartate_Aminotransferase_Level": 19.36969158, + "Creatinine_Level": 0.892270963, + "LDH_Level": 184.8252011, + "Calcium_Level": 9.815984907, + "Phosphorus_Level": 2.501406744, + "Glucose_Level": 129.6023458, + "Potassium_Level": 4.656330487, + "Sodium_Level": 138.030128, + "Smoking_Pack_Years": 96.42631609 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.39870147, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.48234642, + "White_Blood_Cell_Count": 4.10807334, + "Platelet_Count": 225.3859989, + "Albumin_Level": 4.857940693, + "Alkaline_Phosphatase_Level": 118.6101941, + "Alanine_Aminotransferase_Level": 23.19788849, + "Aspartate_Aminotransferase_Level": 48.52025817, + "Creatinine_Level": 0.696226311, + "LDH_Level": 218.2630244, + "Calcium_Level": 8.012086829, + "Phosphorus_Level": 2.514171268, + "Glucose_Level": 147.992882, + "Potassium_Level": 4.994027774, + "Sodium_Level": 135.0601984, + "Smoking_Pack_Years": 38.87731017 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.07088736, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.92440973, + "White_Blood_Cell_Count": 5.584104808, + "Platelet_Count": 277.0658707, + "Albumin_Level": 4.707746356, + "Alkaline_Phosphatase_Level": 83.76810289, + "Alanine_Aminotransferase_Level": 15.19848876, + "Aspartate_Aminotransferase_Level": 30.65624656, + "Creatinine_Level": 1.001646929, + "LDH_Level": 127.1740029, + "Calcium_Level": 10.28382022, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.49700646, + "White_Blood_Cell_Count": 4.521609649, + "Platelet_Count": 351.3493784, + "Albumin_Level": 3.691687298, + "Alkaline_Phosphatase_Level": 71.48884086, + "Alanine_Aminotransferase_Level": 22.43314414, + "Aspartate_Aminotransferase_Level": 10.03055507, + "Creatinine_Level": 1.104306365, + "LDH_Level": 194.4168761, + "Calcium_Level": 8.126226167, + "Phosphorus_Level": 4.644917351, + "Glucose_Level": 143.9250631, + "Potassium_Level": 4.47340748, + "Sodium_Level": 139.9538084, + "Smoking_Pack_Years": 17.24483237 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.10711589, + "White_Blood_Cell_Count": 4.844085806, + "Platelet_Count": 420.9212341, + "Albumin_Level": 4.69109063, + "Alkaline_Phosphatase_Level": 79.58488423, + "Alanine_Aminotransferase_Level": 39.75614843, + "Aspartate_Aminotransferase_Level": 26.89617542, + "Creatinine_Level": 1.455666202, + "LDH_Level": 204.4949777, + "Calcium_Level": 8.822246102, + "Phosphorus_Level": 4.5019803, + "Glucose_Level": 118.5987213, + "Potassium_Level": 3.581294525, + "Sodium_Level": 143.7205288, + "Smoking_Pack_Years": 25.49035386 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.67128063, + "White_Blood_Cell_Count": 8.77305429, + "Platelet_Count": 339.5065274, + "Albumin_Level": 3.784219458, + "Alkaline_Phosphatase_Level": 102.5908441, + "Alanine_Aminotransferase_Level": 10.33944728, + "Aspartate_Aminotransferase_Level": 43.85247117, + "Creatinine_Level": 0.86561292, + "LDH_Level": 205.9020031, + "Calcium_Level": 9.747779782, + "Phosphorus_Level": 3.353669745, + "Glucose_Level": 123.6470469, + "Potassium_Level": 4.985039194, + "Sodium_Level": 140.6180461, + "Smoking_Pack_Years": 80.87635713 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.65920108, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.93128148, + "White_Blood_Cell_Count": 9.674794489, + "Platelet_Count": 326.6710116, + "Albumin_Level": 4.357868271, + "Alkaline_Phosphatase_Level": 32.54603417, + "Alanine_Aminotransferase_Level": 35.67630562, + "Aspartate_Aminotransferase_Level": 42.7369835, + "Creatinine_Level": 1.013331022, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.04533455, + "White_Blood_Cell_Count": 4.367249948, + "Platelet_Count": 348.7981738, + "Albumin_Level": 3.756211212, + "Alkaline_Phosphatase_Level": 46.44934686, + "Alanine_Aminotransferase_Level": 39.10115388, + "Aspartate_Aminotransferase_Level": 14.60324391, + "Creatinine_Level": 1.374180161, + "LDH_Level": 125.7544556, + "Calcium_Level": 8.119944019, + "Phosphorus_Level": 3.990526579, + "Glucose_Level": 78.83253439, + "Potassium_Level": 4.382909523, + "Sodium_Level": 138.8643609, + "Smoking_Pack_Years": 69.70390247 + }, + { 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.02348559, + "White_Blood_Cell_Count": 5.777568027, + "Platelet_Count": 226.5612155, + "Albumin_Level": 4.248217023, + "Alkaline_Phosphatase_Level": 111.9714023, + "Alanine_Aminotransferase_Level": 26.48425042, + "Aspartate_Aminotransferase_Level": 20.80232897, + "Creatinine_Level": 1.16331584, + "LDH_Level": 107.6673426, + "Calcium_Level": 8.795922332, + "Phosphorus_Level": 3.725061288, + "Glucose_Level": 120.9715314, + "Potassium_Level": 3.65109401, + "Sodium_Level": 139.1252995, + "Smoking_Pack_Years": 49.3599189 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.4505889, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 22.95197544, + "Aspartate_Aminotransferase_Level": 29.25044874, + "Creatinine_Level": 0.779482312, + "LDH_Level": 168.758914, + "Calcium_Level": 9.586208104, + "Phosphorus_Level": 2.69013977, + "Glucose_Level": 138.082786, + "Potassium_Level": 4.836292196, + "Sodium_Level": 140.4527169, + "Smoking_Pack_Years": 41.99196178 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.37588207, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.59724956, + "White_Blood_Cell_Count": 9.56115677, + "Platelet_Count": 189.8097903, + "Albumin_Level": 3.090767974, + "Alkaline_Phosphatase_Level": 85.57535405, + "Alanine_Aminotransferase_Level": 26.800173, + "Aspartate_Aminotransferase_Level": 13.75608336, + "Creatinine_Level": 1.416449322, + "LDH_Level": 135.239291, + "Calcium_Level": 8.800300498, + "Phosphorus_Level": 3.733585208, + "Glucose_Level": 149.7405407, + "Potassium_Level": 4.464121474, + "Sodium_Level": 136.9826234, + "Smoking_Pack_Years": 25.1901488 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.22231243, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.85145709, + "White_Blood_Cell_Count": 4.783808875, + "Platelet_Count": 329.1890505, + "Albumin_Level": 3.995686804, + "Alkaline_Phosphatase_Level": 86.6667258, + "Alanine_Aminotransferase_Level": 8.422067188, + "Aspartate_Aminotransferase_Level": 15.42675934, + "Creatinine_Level": 1.173834379, + "LDH_Level": 124.2525959, + "Calcium_Level": 9.661591759, + "Phosphorus_Level": 4.017526709, + "Glucose_Level": 113.1168983, + "Potassium_Level": 4.930069541, + "Sodium_Level": 143.1713797, + "Smoking_Pack_Years": 74.12157144 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.72693722, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.54624619, + "White_Blood_Cell_Count": 8.780400818, + "Platelet_Count": 357.9613049, + "Albumin_Level": 3.534681207, + "Alkaline_Phosphatase_Level": 53.00637676, + "Alanine_Aminotransferase_Level": 28.91371445, + "Aspartate_Aminotransferase_Level": 26.35963893, + "Creatinine_Level": 1.1966319, + "LDH_Level": 226.0742818, + "Calcium_Level": 9.255359291, + "Phosphorus_Level": 3.383340861, + "Glucose_Level": 105.4944382, + "Potassium_Level": 4.203722478, + "Sodium_Level": 143.6107454, + "Smoking_Pack_Years": 10.52806536 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.98403295, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.06533207, + "White_Blood_Cell_Count": 9.666445832, + "Platelet_Count": 375.8682294, + "Albumin_Level": 4.774436644, + "Alkaline_Phosphatase_Level": 107.8536697, + "Alanine_Aminotransferase_Level": 20.99377918, + "Aspartate_Aminotransferase_Level": 26.69208551, + "Creatinine_Level": 1.450340993, + "LDH_Level": 227.5857181, + "Calcium_Level": 10.41093642, + "Phosphorus_Level": 2.630310062, + "Glucose_Level": 121.2031998, + "Potassium_Level": 4.115670912, + "Sodium_Level": 140.4391594, + "Smoking_Pack_Years": 65.72930498 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.37767125, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.36997019, + "White_Blood_Cell_Count": 4.657995091, + "Platelet_Count": 234.8937526, + "Albumin_Level": 4.589987692, + "Alkaline_Phosphatase_Level": 73.35125602, + "Alanine_Aminotransferase_Level": 18.47774084, + "Aspartate_Aminotransferase_Level": 30.83263069, + "Creatinine_Level": 1.084965756, + "LDH_Level": 208.3973569, + "Calcium_Level": 10.09291221, + "Phosphorus_Level": 2.634956921, + "Glucose_Level": 146.5507563, + "Potassium_Level": 3.725066614, + "Sodium_Level": 142.8590909, + "Smoking_Pack_Years": 45.0402867 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.31521795, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.66627851, + "White_Blood_Cell_Count": 6.992755559, + "Platelet_Count": 420.3759573, + "Albumin_Level": 3.727557895, + "Alkaline_Phosphatase_Level": 35.24497202, + "Alanine_Aminotransferase_Level": 36.17050548, + "Aspartate_Aminotransferase_Level": 39.26864641, + "Creatinine_Level": 0.780181634, + "LDH_Level": 117.3364621, + "Calcium_Level": 8.751174887, + "Phosphorus_Level": 4.458292026, + "Glucose_Level": 117.8023693, + "Potassium_Level": 4.567417074, + "Sodium_Level": 144.1891602, + "Smoking_Pack_Years": 15.59550215 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.00651935, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.81308831, + "White_Blood_Cell_Count": 5.461446929, + "Platelet_Count": 310.3438358, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.06409905, + "White_Blood_Cell_Count": 4.444979786, + "Platelet_Count": 165.0931643, + "Albumin_Level": 4.25835035, + "Alkaline_Phosphatase_Level": 99.0958901, + "Alanine_Aminotransferase_Level": 12.47423396, + "Aspartate_Aminotransferase_Level": 30.42733416, + "Creatinine_Level": 0.532399004, + "LDH_Level": 211.4677647, + "Calcium_Level": 9.363693469, + "Phosphorus_Level": 4.570064922, + "Glucose_Level": 84.89886797, + "Potassium_Level": 4.765418562, + "Sodium_Level": 136.8428876, + "Smoking_Pack_Years": 30.75688533 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.36141632, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.80602238, + "White_Blood_Cell_Count": 8.615863842, + "Platelet_Count": 373.3717018, + "Albumin_Level": 3.89559291, + "Alkaline_Phosphatase_Level": 115.3042572, + "Alanine_Aminotransferase_Level": 29.60329653, + "Aspartate_Aminotransferase_Level": 18.85685737, + "Creatinine_Level": 1.229863758, + "LDH_Level": 124.7175651, + "Calcium_Level": 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"Current Smoker", + "Tumor_Size_mm": 55.79402077, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.20849089, + "White_Blood_Cell_Count": 4.26757081, + "Platelet_Count": 322.6070955, + "Albumin_Level": 3.059157544, + "Alkaline_Phosphatase_Level": 50.38106777, + "Alanine_Aminotransferase_Level": 39.59710876, + "Aspartate_Aminotransferase_Level": 38.33394626, + "Creatinine_Level": 1.488677329, + "LDH_Level": 129.7851937, + "Calcium_Level": 9.772650247, + "Phosphorus_Level": 4.959326711, + "Glucose_Level": 100.233134, + "Potassium_Level": 4.272112724, + "Sodium_Level": 137.5241896, + "Smoking_Pack_Years": 3.705842381 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.63318251, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.21051905, + "White_Blood_Cell_Count": 7.094383952, + "Platelet_Count": 274.0896123, + 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"No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.67176345, + "White_Blood_Cell_Count": 6.627767501, + "Platelet_Count": 408.383225, + "Albumin_Level": 3.820373951, + "Alkaline_Phosphatase_Level": 36.85500675, + "Alanine_Aminotransferase_Level": 39.71062323, + "Aspartate_Aminotransferase_Level": 35.20359428, + "Creatinine_Level": 0.744946276, + "LDH_Level": 231.0998154, + "Calcium_Level": 10.3940264, + "Phosphorus_Level": 4.916482335, + "Glucose_Level": 94.67042088, + "Potassium_Level": 3.89492665, + "Sodium_Level": 139.657436, + "Smoking_Pack_Years": 24.23297735 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.98651079, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.64232716, + "White_Blood_Cell_Count": 3.953678886, + "Platelet_Count": 310.9169852, + "Albumin_Level": 3.120845372, + "Alkaline_Phosphatase_Level": 84.57756554, + "Alanine_Aminotransferase_Level": 22.29752827, + "Aspartate_Aminotransferase_Level": 10.80539098, + "Creatinine_Level": 0.975744511, + "LDH_Level": 148.8776787, + "Calcium_Level": 9.433570837, + "Phosphorus_Level": 4.856003459, + "Glucose_Level": 139.1387225, + "Potassium_Level": 4.103399288, + "Sodium_Level": 139.8627928, + "Smoking_Pack_Years": 44.55549199 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.01143181, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.36049705, + "White_Blood_Cell_Count": 4.457937714, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.04463932, + "White_Blood_Cell_Count": 9.380613802, + "Platelet_Count": 318.8335119, + "Albumin_Level": 3.365673987, + "Alkaline_Phosphatase_Level": 105.2432469, + "Alanine_Aminotransferase_Level": 29.59594197, + "Aspartate_Aminotransferase_Level": 12.46169927, + "Creatinine_Level": 0.53952205, + "LDH_Level": 150.3114894, + "Calcium_Level": 8.636497147, + "Phosphorus_Level": 2.845296828, + "Glucose_Level": 108.5682219, + "Potassium_Level": 3.828372541, + "Sodium_Level": 137.4412619, + "Smoking_Pack_Years": 92.88722859 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.55378971, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.91941974, + "White_Blood_Cell_Count": 8.043476347, + "Platelet_Count": 168.9385479, + "Albumin_Level": 4.767713168, + "Alkaline_Phosphatase_Level": 76.94413921, + "Alanine_Aminotransferase_Level": 19.03413532, + "Aspartate_Aminotransferase_Level": 34.79034116, + 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"Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.75008786, + "White_Blood_Cell_Count": 7.470133316, + "Platelet_Count": 255.3854947, + "Albumin_Level": 3.961745918, + "Alkaline_Phosphatase_Level": 67.8184167, + "Alanine_Aminotransferase_Level": 29.48300317, + "Aspartate_Aminotransferase_Level": 12.46781986, + "Creatinine_Level": 0.509751776, + "LDH_Level": 165.3777402, + "Calcium_Level": 8.927110217, + "Phosphorus_Level": 3.062764249, + "Glucose_Level": 75.97649419, + "Potassium_Level": 4.820344017, + "Sodium_Level": 137.6946498, + "Smoking_Pack_Years": 74.53046085 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.54642827, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.32712538, + "White_Blood_Cell_Count": 8.118990654, + "Platelet_Count": 446.2306354, + "Albumin_Level": 3.58313316, + "Alkaline_Phosphatase_Level": 76.68210339, + "Alanine_Aminotransferase_Level": 29.27126655, + "Aspartate_Aminotransferase_Level": 27.89997851, + "Creatinine_Level": 1.017232633, + "LDH_Level": 140.0109627, + "Calcium_Level": 9.015463648, + "Phosphorus_Level": 4.838959674, + "Glucose_Level": 142.2666472, + "Potassium_Level": 4.703281815, + "Sodium_Level": 139.655909, + "Smoking_Pack_Years": 14.98087442 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.72947724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.2909851, + "White_Blood_Cell_Count": 9.913026054, + "Platelet_Count": 207.1459418, + "Albumin_Level": 4.68551293, + "Alkaline_Phosphatase_Level": 113.4656777, + "Alanine_Aminotransferase_Level": 16.86939815, + "Aspartate_Aminotransferase_Level": 15.31690688, + "Creatinine_Level": 0.541421421, + "LDH_Level": 245.1845281, + "Calcium_Level": 8.690846633, + "Phosphorus_Level": 4.184202025, + "Glucose_Level": 84.82525897, + "Potassium_Level": 4.015782743, + "Sodium_Level": 139.0497307, + "Smoking_Pack_Years": 6.871000471 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.55121479, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.69961504, + "White_Blood_Cell_Count": 4.078655067, + "Platelet_Count": 358.7155358, + "Albumin_Level": 4.690471704, + "Alkaline_Phosphatase_Level": 85.48276281, + "Alanine_Aminotransferase_Level": 17.76716826, + "Aspartate_Aminotransferase_Level": 44.8571143, + "Creatinine_Level": 1.319587566, + "LDH_Level": 185.5731459, + "Calcium_Level": 9.072720407, + "Phosphorus_Level": 4.970279015, + "Glucose_Level": 123.6666378, + "Potassium_Level": 4.936743556, + "Sodium_Level": 135.1448844, + "Smoking_Pack_Years": 97.56755147 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.21817509, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.19091142, + "White_Blood_Cell_Count": 3.862134044, + "Platelet_Count": 179.8232122, + "Albumin_Level": 3.956387785, + "Alkaline_Phosphatase_Level": 58.12172978, + "Alanine_Aminotransferase_Level": 38.71045554, + "Aspartate_Aminotransferase_Level": 45.19218917, + "Creatinine_Level": 0.854088918, + "LDH_Level": 183.7294325, + "Calcium_Level": 8.150387929, + "Phosphorus_Level": 3.069313401, + "Glucose_Level": 103.6386531, + "Potassium_Level": 4.80384431, + "Sodium_Level": 137.8469154, + "Smoking_Pack_Years": 73.59210121 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.48793296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.49850363, + "White_Blood_Cell_Count": 6.037146962, + "Platelet_Count": 193.1276742, + "Albumin_Level": 3.044051277, + "Alkaline_Phosphatase_Level": 47.46736976, + "Alanine_Aminotransferase_Level": 37.87463059, + "Aspartate_Aminotransferase_Level": 27.40739067, + "Creatinine_Level": 1.339272606, + "LDH_Level": 119.1572283, + "Calcium_Level": 9.763507893, + "Phosphorus_Level": 4.834792494, + "Glucose_Level": 135.4985858, + "Potassium_Level": 4.930913742, + "Sodium_Level": 143.9286662, + "Smoking_Pack_Years": 70.11672358 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.14299553, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.55760403, + "White_Blood_Cell_Count": 4.479354342, + "Platelet_Count": 270.2670386, + "Albumin_Level": 3.169847665, + "Alkaline_Phosphatase_Level": 36.62665613, + "Alanine_Aminotransferase_Level": 30.33495606, + "Aspartate_Aminotransferase_Level": 21.48316718, + "Creatinine_Level": 0.997176363, + "LDH_Level": 120.1715733, + "Calcium_Level": 10.14497494, + "Phosphorus_Level": 4.173873737, + "Glucose_Level": 104.517467, + "Potassium_Level": 4.723576613, + "Sodium_Level": 140.5536396, + "Smoking_Pack_Years": 54.42921892 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.76994739, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.14563224, + "White_Blood_Cell_Count": 9.69027768, + "Platelet_Count": 363.7673654, + "Albumin_Level": 4.994382711, + "Alkaline_Phosphatase_Level": 115.7819193, + "Alanine_Aminotransferase_Level": 9.888587874, + "Aspartate_Aminotransferase_Level": 42.37196463, + "Creatinine_Level": 1.2914539, + "LDH_Level": 163.8187795, + "Calcium_Level": 9.332383892, + "Phosphorus_Level": 4.137359246, + "Glucose_Level": 113.9052725, + "Potassium_Level": 3.632181169, + "Sodium_Level": 141.1821131, + "Smoking_Pack_Years": 35.75112584 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.04248233, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 24.9395174, + "Aspartate_Aminotransferase_Level": 31.08512697, + "Creatinine_Level": 0.535715417, + "LDH_Level": 203.3033789, + "Calcium_Level": 9.37358361, + "Phosphorus_Level": 4.763029455, + "Glucose_Level": 102.5142872, + "Potassium_Level": 4.098345532, + "Sodium_Level": 137.8076394, + "Smoking_Pack_Years": 31.03524877 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.62970102, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.49379407, + "White_Blood_Cell_Count": 5.054986015, + "Platelet_Count": 275.4876939, + "Albumin_Level": 4.678217057, + "Alkaline_Phosphatase_Level": 107.5926556, + "Alanine_Aminotransferase_Level": 26.84198209, + "Aspartate_Aminotransferase_Level": 25.65726942, + "Creatinine_Level": 0.664980363, + "LDH_Level": 217.60418, + "Calcium_Level": 9.493226298, + "Phosphorus_Level": 4.30208562, + "Glucose_Level": 119.7315997, + "Potassium_Level": 3.500708379, + "Sodium_Level": 139.5940789, + "Smoking_Pack_Years": 38.78017673 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.10489045, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.62929728, + "White_Blood_Cell_Count": 8.796647683, + "Platelet_Count": 406.2640203, + "Albumin_Level": 4.958285794, + "Alkaline_Phosphatase_Level": 33.63131256, + "Alanine_Aminotransferase_Level": 34.48564073, + "Aspartate_Aminotransferase_Level": 44.05267534, + "Creatinine_Level": 1.224730228, + "LDH_Level": 182.4367937, + "Calcium_Level": 9.726712606, + "Phosphorus_Level": 3.804946767, + "Glucose_Level": 113.0792604, + "Potassium_Level": 4.574607684, + "Sodium_Level": 136.2309921, + "Smoking_Pack_Years": 14.24641873 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.10392037, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 10.93842855, + "Aspartate_Aminotransferase_Level": 40.11398506, + "Creatinine_Level": 1.254914911, + "LDH_Level": 176.6735003, + "Calcium_Level": 10.41538599, + "Phosphorus_Level": 2.559776925, + "Glucose_Level": 116.5538847, + "Potassium_Level": 3.615343182, + "Sodium_Level": 135.6200298, + "Smoking_Pack_Years": 11.96146338 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.26492336, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.66149168, + "White_Blood_Cell_Count": 8.402787709, + "Platelet_Count": 383.3560295, + "Albumin_Level": 4.858310844, + "Alkaline_Phosphatase_Level": 115.078774, + "Alanine_Aminotransferase_Level": 27.7937586, + "Aspartate_Aminotransferase_Level": 16.48202864, + "Creatinine_Level": 0.529890548, + "LDH_Level": 239.5661315, + "Calcium_Level": 9.582249154, + "Phosphorus_Level": 2.511672007, + "Glucose_Level": 128.2369584, + "Potassium_Level": 4.746676308, + "Sodium_Level": 136.6867117, + "Smoking_Pack_Years": 38.85688199 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.41210099, + "Tumor_Location": "Middle 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111.6500931, + "Potassium_Level": 4.214614547, + "Sodium_Level": 142.9419921, + "Smoking_Pack_Years": 64.48255999 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.51167443, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.81135658, + "White_Blood_Cell_Count": 6.262902102, + "Platelet_Count": 362.469264, + "Albumin_Level": 4.336022637, + "Alkaline_Phosphatase_Level": 51.9738878, + "Alanine_Aminotransferase_Level": 21.87776468, + "Aspartate_Aminotransferase_Level": 46.59134106, + "Creatinine_Level": 1.465282973, + "LDH_Level": 144.2761517, + "Calcium_Level": 9.264594641, + "Phosphorus_Level": 4.326106877, + "Glucose_Level": 97.51601213, + "Potassium_Level": 3.595069597, + "Sodium_Level": 141.303798, + "Smoking_Pack_Years": 48.78523092 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.18973846, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.33248311, + "White_Blood_Cell_Count": 3.880999457, + "Platelet_Count": 222.6649395, + "Albumin_Level": 4.83562884, + "Alkaline_Phosphatase_Level": 110.8515629, + "Alanine_Aminotransferase_Level": 26.48998388, + "Aspartate_Aminotransferase_Level": 31.32306691, + "Creatinine_Level": 0.865764458, + "LDH_Level": 156.2637748, + "Calcium_Level": 9.748126829, + "Phosphorus_Level": 4.192923915, + "Glucose_Level": 87.14604847, + "Potassium_Level": 4.221888446, + "Sodium_Level": 142.8758675, + "Smoking_Pack_Years": 35.25345998 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.99444833, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.52940962, + "White_Blood_Cell_Count": 7.898061288, + "Platelet_Count": 194.9653261, + "Albumin_Level": 4.439767871, + "Alkaline_Phosphatase_Level": 32.54854323, + "Alanine_Aminotransferase_Level": 30.41750618, + "Aspartate_Aminotransferase_Level": 30.81509672, + "Creatinine_Level": 0.90003667, + "LDH_Level": 238.6536106, + "Calcium_Level": 8.241298194, + "Phosphorus_Level": 4.258386274, + "Glucose_Level": 113.4131935, + "Potassium_Level": 3.78722255, + "Sodium_Level": 144.2115864, + "Smoking_Pack_Years": 45.62232114 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.85322345, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 33.70814052, + "Aspartate_Aminotransferase_Level": 17.39066552, + "Creatinine_Level": 1.312508111, + "LDH_Level": 205.1339473, + "Calcium_Level": 9.872341309, + "Phosphorus_Level": 3.90435438, + "Glucose_Level": 94.74329462, + "Potassium_Level": 3.524145959, + "Sodium_Level": 139.0889616, + "Smoking_Pack_Years": 48.98937378 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.51247426, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.42694598, + "White_Blood_Cell_Count": 8.339792655, + "Platelet_Count": 216.7748382, + "Albumin_Level": 3.939898481, + "Alkaline_Phosphatase_Level": 31.68912709, + "Alanine_Aminotransferase_Level": 25.75000421, + "Aspartate_Aminotransferase_Level": 11.89321374, + "Creatinine_Level": 0.684529464, + "LDH_Level": 247.4988459, + "Calcium_Level": 10.4346961, + "Phosphorus_Level": 3.384098447, + "Glucose_Level": 126.2704605, + "Potassium_Level": 4.431460083, + "Sodium_Level": 141.7785673, + "Smoking_Pack_Years": 0.802990843 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.67651134, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.83681816, + "White_Blood_Cell_Count": 9.132910621, + "Platelet_Count": 393.1502738, + "Albumin_Level": 3.138530181, + "Alkaline_Phosphatase_Level": 106.3779708, + "Alanine_Aminotransferase_Level": 35.85314653, + "Aspartate_Aminotransferase_Level": 33.72258834, + "Creatinine_Level": 1.216175901, + "LDH_Level": 116.811552, + "Calcium_Level": 10.1705454, + "Phosphorus_Level": 4.442341268, + "Glucose_Level": 100.0215705, + "Potassium_Level": 4.156321338, + "Sodium_Level": 141.3742234, + "Smoking_Pack_Years": 81.85931897 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.41209644, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.56299488, + "White_Blood_Cell_Count": 3.959834894, + "Platelet_Count": 322.5489447, + "Albumin_Level": 4.123903613, + "Alkaline_Phosphatase_Level": 111.8414474, + "Alanine_Aminotransferase_Level": 5.63458893, + "Aspartate_Aminotransferase_Level": 31.63709568, + "Creatinine_Level": 1.035106657, + "LDH_Level": 224.2378911, + "Calcium_Level": 8.914864199, + "Phosphorus_Level": 4.634610086, + "Glucose_Level": 139.8472544, + "Potassium_Level": 4.903041809, + "Sodium_Level": 139.3899198, + "Smoking_Pack_Years": 25.84614331 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.78110903, + "Tumor_Location": 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"Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.44951362, + "White_Blood_Cell_Count": 9.366144548, + "Platelet_Count": 249.2179725, + "Albumin_Level": 4.841038796, + "Alkaline_Phosphatase_Level": 78.38301584, + "Alanine_Aminotransferase_Level": 5.852740747, + "Aspartate_Aminotransferase_Level": 32.0397853, + "Creatinine_Level": 1.024289316, + "LDH_Level": 201.0622764, + "Calcium_Level": 8.534663506, + "Phosphorus_Level": 4.393163955, + "Glucose_Level": 77.4540831, + "Potassium_Level": 4.530898999, + "Sodium_Level": 135.9206394, + "Smoking_Pack_Years": 18.55569949 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.9326111, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.56741156, + "White_Blood_Cell_Count": 8.372374143, + "Platelet_Count": 196.603027, + "Albumin_Level": 3.341704018, + "Alkaline_Phosphatase_Level": 118.4529842, + "Alanine_Aminotransferase_Level": 25.16135554, + "Aspartate_Aminotransferase_Level": 47.04330498, + "Creatinine_Level": 0.593238076, + "LDH_Level": 179.9435598, + "Calcium_Level": 9.396727076, + "Phosphorus_Level": 2.831578924, + "Glucose_Level": 85.68493303, + "Potassium_Level": 4.447148166, + "Sodium_Level": 136.4641686, + "Smoking_Pack_Years": 31.27628792 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.04836692, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.50918132, + "White_Blood_Cell_Count": 8.513571968, + "Platelet_Count": 173.3256071, + "Albumin_Level": 3.493616851, + "Alkaline_Phosphatase_Level": 41.33573129, + "Alanine_Aminotransferase_Level": 12.84898484, + "Aspartate_Aminotransferase_Level": 33.7546746, + "Creatinine_Level": 1.129738645, + "LDH_Level": 231.164759, + "Calcium_Level": 9.90346378, + "Phosphorus_Level": 4.509028058, + "Glucose_Level": 72.46580613, + "Potassium_Level": 4.009179425, + "Sodium_Level": 143.7901859, + "Smoking_Pack_Years": 72.13244951 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.71810358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.1926792, + "White_Blood_Cell_Count": 5.092237322, + "Platelet_Count": 388.5919133, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.27353466, + "White_Blood_Cell_Count": 3.510286729, + "Platelet_Count": 284.071398, + "Albumin_Level": 4.583579288, + "Alkaline_Phosphatase_Level": 77.57930914, + "Alanine_Aminotransferase_Level": 9.331759205, + "Aspartate_Aminotransferase_Level": 20.7110973, + "Creatinine_Level": 1.143939623, + "LDH_Level": 183.5435497, + "Calcium_Level": 8.591129636, + "Phosphorus_Level": 3.517544921, + "Glucose_Level": 92.23369247, + "Potassium_Level": 4.759881964, + "Sodium_Level": 136.024035, + "Smoking_Pack_Years": 33.0359842 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.77591919, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.76136925, + "White_Blood_Cell_Count": 3.890335904, + "Platelet_Count": 400.4767837, + "Albumin_Level": 4.267748947, + "Alkaline_Phosphatase_Level": 93.94841893, + "Alanine_Aminotransferase_Level": 19.97899553, + "Aspartate_Aminotransferase_Level": 49.49930856, + "Creatinine_Level": 1.346820634, + "LDH_Level": 240.7665414, + "Calcium_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.28794421, + "White_Blood_Cell_Count": 8.806885443, + "Platelet_Count": 438.7302329, + "Albumin_Level": 3.252856264, + "Alkaline_Phosphatase_Level": 97.21013416, + "Alanine_Aminotransferase_Level": 20.75128851, + "Aspartate_Aminotransferase_Level": 26.75776193, + "Creatinine_Level": 0.553777273, + "LDH_Level": 103.7528648, + "Calcium_Level": 8.557308518, + "Phosphorus_Level": 2.706622599, + "Glucose_Level": 124.9208061, + "Potassium_Level": 3.648265121, + "Sodium_Level": 135.3171388, + "Smoking_Pack_Years": 69.17377984 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.15601093, + "White_Blood_Cell_Count": 8.234709627, + "Platelet_Count": 399.4755503, + "Albumin_Level": 4.872561738, + "Alkaline_Phosphatase_Level": 117.6776238, + "Alanine_Aminotransferase_Level": 32.17621542, + "Aspartate_Aminotransferase_Level": 16.31421479, + "Creatinine_Level": 0.508806681, + "LDH_Level": 249.2560545, + "Calcium_Level": 8.412323207, + "Phosphorus_Level": 3.051638804, + "Glucose_Level": 89.11693708, + "Potassium_Level": 4.883128018, + "Sodium_Level": 144.5330873, + "Smoking_Pack_Years": 30.02463118 + }, + { + "Age": 45, + "Gender": 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200.9404942, + "Calcium_Level": 9.150301792, + "Phosphorus_Level": 4.571899585, + "Glucose_Level": 81.95415438, + "Potassium_Level": 4.185245248, + "Sodium_Level": 140.6572722, + "Smoking_Pack_Years": 31.44691107 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.01264822, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.97319111, + "White_Blood_Cell_Count": 6.261756668, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.56315866, + "White_Blood_Cell_Count": 7.456355009, + "Platelet_Count": 379.7614502, + "Albumin_Level": 3.565144088, + "Alkaline_Phosphatase_Level": 88.21988133, + "Alanine_Aminotransferase_Level": 13.5601766, + "Aspartate_Aminotransferase_Level": 49.40699557, + "Creatinine_Level": 1.343934093, + "LDH_Level": 219.5444246, + "Calcium_Level": 9.317103175, + "Phosphorus_Level": 3.468181238, + "Glucose_Level": 137.7564277, + "Potassium_Level": 3.987986908, + "Sodium_Level": 142.4948354, + "Smoking_Pack_Years": 65.06397433 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.31005072, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", 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"Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.77476165, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.68461352, + "White_Blood_Cell_Count": 7.751947819, + "Platelet_Count": 168.7657561, + "Albumin_Level": 4.538459232, + "Alkaline_Phosphatase_Level": 113.0361175, + "Alanine_Aminotransferase_Level": 22.20468777, + "Aspartate_Aminotransferase_Level": 10.81355607, + "Creatinine_Level": 0.727809819, + "LDH_Level": 151.0430944, + "Calcium_Level": 8.532010908, + "Phosphorus_Level": 2.759606941, + "Glucose_Level": 83.16606095, + "Potassium_Level": 4.717295986, + "Sodium_Level": 143.9276016, + "Smoking_Pack_Years": 96.67817472 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.85649215, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.61218993, + "White_Blood_Cell_Count": 5.983142088, + "Platelet_Count": 195.9251043, + "Albumin_Level": 4.593424371, + "Alkaline_Phosphatase_Level": 109.6519845, + "Alanine_Aminotransferase_Level": 7.423123327, + "Aspartate_Aminotransferase_Level": 31.92374652, + "Creatinine_Level": 1.207170099, + "LDH_Level": 115.8323586, + "Calcium_Level": 8.868799693, + "Phosphorus_Level": 2.625817907, + "Glucose_Level": 124.9940924, + "Potassium_Level": 4.461181593, + "Sodium_Level": 140.7949698, + "Smoking_Pack_Years": 72.58970723 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.74267286, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.30467803, + "White_Blood_Cell_Count": 5.176299229, + "Platelet_Count": 185.2038201, + "Albumin_Level": 4.992170189, + "Alkaline_Phosphatase_Level": 99.35441859, + "Alanine_Aminotransferase_Level": 33.93937062, + "Aspartate_Aminotransferase_Level": 34.78247023, + "Creatinine_Level": 1.276967984, + "LDH_Level": 132.7817867, + "Calcium_Level": 8.035053344, + "Phosphorus_Level": 4.50073369, + "Glucose_Level": 130.0417043, + "Potassium_Level": 3.58945691, + "Sodium_Level": 136.9351731, + "Smoking_Pack_Years": 90.96752286 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.80093227, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.30899445, + "White_Blood_Cell_Count": 6.665549406, + "Platelet_Count": 288.8165082, + "Albumin_Level": 3.54416879, + "Alkaline_Phosphatase_Level": 79.96440249, + "Alanine_Aminotransferase_Level": 24.83149426, + "Aspartate_Aminotransferase_Level": 26.27317902, + "Creatinine_Level": 1.495873049, + "LDH_Level": 177.9209214, + "Calcium_Level": 10.30048957, + "Phosphorus_Level": 4.24485935, + "Glucose_Level": 143.6932498, + "Potassium_Level": 3.697145794, + "Sodium_Level": 137.7616118, + "Smoking_Pack_Years": 84.35585143 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.16124052, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.40662737, + "White_Blood_Cell_Count": 8.009514029, + "Platelet_Count": 231.578365, + "Albumin_Level": 4.886952602, + "Alkaline_Phosphatase_Level": 87.96038444, + "Alanine_Aminotransferase_Level": 9.906392919, + "Aspartate_Aminotransferase_Level": 22.05337141, + "Creatinine_Level": 1.327529447, + "LDH_Level": 173.5167611, + "Calcium_Level": 8.74391177, + "Phosphorus_Level": 4.055632565, + "Glucose_Level": 142.9979935, + "Potassium_Level": 4.782034524, + "Sodium_Level": 141.3505655, + "Smoking_Pack_Years": 69.0765907 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.67865827, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.24692885, + "White_Blood_Cell_Count": 6.472724989, + "Platelet_Count": 331.4724767, + "Albumin_Level": 3.586871185, + "Alkaline_Phosphatase_Level": 54.04217089, + "Alanine_Aminotransferase_Level": 22.71067839, + "Aspartate_Aminotransferase_Level": 41.37461515, + "Creatinine_Level": 1.226661672, + "LDH_Level": 230.5363313, + "Calcium_Level": 10.27454167, + "Phosphorus_Level": 3.314878694, + "Glucose_Level": 99.58873646, + "Potassium_Level": 3.512396503, + "Sodium_Level": 136.5014032, + "Smoking_Pack_Years": 77.19535182 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.84058136, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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4.223510767, + "Sodium_Level": 142.3768955, + "Smoking_Pack_Years": 65.8240632 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.97968582, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.60532067, + "White_Blood_Cell_Count": 4.798006508, + "Platelet_Count": 166.1820935, + "Albumin_Level": 3.676110348, + "Alkaline_Phosphatase_Level": 87.24678492, + "Alanine_Aminotransferase_Level": 23.26592394, + "Aspartate_Aminotransferase_Level": 21.89245553, + "Creatinine_Level": 1.017068444, + "LDH_Level": 239.4945581, + "Calcium_Level": 8.725132668, + "Phosphorus_Level": 4.531523165, + "Glucose_Level": 71.63040442, + "Potassium_Level": 4.101599157, + "Sodium_Level": 139.7274923, + "Smoking_Pack_Years": 37.80597805 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.63925024, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.14530457, + "White_Blood_Cell_Count": 3.802409638, + "Platelet_Count": 370.4469655, + "Albumin_Level": 3.99961689, + "Alkaline_Phosphatase_Level": 51.84897046, + "Alanine_Aminotransferase_Level": 10.87040734, + "Aspartate_Aminotransferase_Level": 20.67025501, + "Creatinine_Level": 1.438431162, + "LDH_Level": 231.4750586, + "Calcium_Level": 9.144573438, + "Phosphorus_Level": 2.770694118, + "Glucose_Level": 133.8004054, + "Potassium_Level": 4.437211667, + "Sodium_Level": 136.2521534, + "Smoking_Pack_Years": 52.29622535 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.66812484, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.73349168, + "White_Blood_Cell_Count": 6.038424404, + "Platelet_Count": 429.0215966, + "Albumin_Level": 4.10230821, + "Alkaline_Phosphatase_Level": 31.71386591, + "Alanine_Aminotransferase_Level": 19.18134577, + "Aspartate_Aminotransferase_Level": 13.07320581, + "Creatinine_Level": 0.941109494, + "LDH_Level": 135.5172465, + "Calcium_Level": 8.016347114, + "Phosphorus_Level": 3.379967322, + "Glucose_Level": 101.3928501, + "Potassium_Level": 4.651099831, + "Sodium_Level": 141.8568227, + "Smoking_Pack_Years": 31.21557118 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.06171267, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.23689312, + "White_Blood_Cell_Count": 9.900780818, + "Platelet_Count": 311.1948549, + "Albumin_Level": 4.710977215, + "Alkaline_Phosphatase_Level": 109.925598, + "Alanine_Aminotransferase_Level": 18.27621072, + "Aspartate_Aminotransferase_Level": 13.95371626, + "Creatinine_Level": 0.993137579, + "LDH_Level": 230.4167053, + "Calcium_Level": 10.22918026, + "Phosphorus_Level": 3.054529175, + "Glucose_Level": 145.9883696, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 38.82288589, + "Aspartate_Aminotransferase_Level": 29.01992529, + "Creatinine_Level": 1.289599778, + "LDH_Level": 225.3856149, + "Calcium_Level": 9.402661096, + "Phosphorus_Level": 2.978306634, + "Glucose_Level": 77.27516519, + "Potassium_Level": 3.608385031, + "Sodium_Level": 136.3711416, + "Smoking_Pack_Years": 42.59186643 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.7145776, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.08460697, + "White_Blood_Cell_Count": 5.450962035, + "Platelet_Count": 435.6147845, + "Albumin_Level": 3.837650859, + "Alkaline_Phosphatase_Level": 114.0609841, + "Alanine_Aminotransferase_Level": 18.80501214, + "Aspartate_Aminotransferase_Level": 48.50381782, + "Creatinine_Level": 0.944009867, + "LDH_Level": 204.8964609, + "Calcium_Level": 8.124844825, + "Phosphorus_Level": 3.488386202, + "Glucose_Level": 97.94066743, + "Potassium_Level": 4.973723154, + "Sodium_Level": 143.9431792, + "Smoking_Pack_Years": 42.18891665 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.52999161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.02892206, + "White_Blood_Cell_Count": 7.365310112, + "Platelet_Count": 342.2319499, + "Albumin_Level": 4.987478241, + "Alkaline_Phosphatase_Level": 31.14220301, + "Alanine_Aminotransferase_Level": 8.885563986, + "Aspartate_Aminotransferase_Level": 18.94938063, + "Creatinine_Level": 1.357826731, + "LDH_Level": 203.5355933, + "Calcium_Level": 9.453258059, + "Phosphorus_Level": 3.405586705, + "Glucose_Level": 77.16028766, + "Potassium_Level": 3.887287916, + "Sodium_Level": 144.1033444, + "Smoking_Pack_Years": 65.8150681 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.88769241, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.8009322, + "White_Blood_Cell_Count": 8.913255024, + "Platelet_Count": 155.9335166, + "Albumin_Level": 3.906343234, + "Alkaline_Phosphatase_Level": 109.3780512, + "Alanine_Aminotransferase_Level": 9.97639332, + "Aspartate_Aminotransferase_Level": 14.89755017, + "Creatinine_Level": 1.023013911, + "LDH_Level": 102.655554, + "Calcium_Level": 9.233431153, + "Phosphorus_Level": 2.620251571, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.19060321, + "White_Blood_Cell_Count": 7.15669242, + "Platelet_Count": 362.1916719, + "Albumin_Level": 3.71007636, + "Alkaline_Phosphatase_Level": 87.23360774, + "Alanine_Aminotransferase_Level": 34.58709125, + "Aspartate_Aminotransferase_Level": 23.65605475, + "Creatinine_Level": 0.623193022, + "LDH_Level": 183.3962376, + "Calcium_Level": 9.944502888, + "Phosphorus_Level": 4.668023286, + "Glucose_Level": 94.75671663, + "Potassium_Level": 4.021854372, + "Sodium_Level": 139.796096, + "Smoking_Pack_Years": 44.46946453 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.80201796, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.30840487, + "White_Blood_Cell_Count": 9.088672179, + "Platelet_Count": 298.6508653, + "Albumin_Level": 4.020172272, + "Alkaline_Phosphatase_Level": 81.78360933, + "Alanine_Aminotransferase_Level": 36.0283397, + "Aspartate_Aminotransferase_Level": 29.00798943, + "Creatinine_Level": 1.356466829, + "LDH_Level": 118.415318, + "Calcium_Level": 9.552758018, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.53121151, + "White_Blood_Cell_Count": 3.979736996, + "Platelet_Count": 243.907061, + "Albumin_Level": 3.537841425, + "Alkaline_Phosphatase_Level": 43.72595188, + "Alanine_Aminotransferase_Level": 35.018196, + "Aspartate_Aminotransferase_Level": 32.83644627, + "Creatinine_Level": 1.173290672, + "LDH_Level": 241.2654217, + "Calcium_Level": 8.279506249, + "Phosphorus_Level": 4.034426786, + "Glucose_Level": 90.17470758, + "Potassium_Level": 3.554425817, + "Sodium_Level": 141.1812626, + "Smoking_Pack_Years": 65.53429467 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.979584083, + "Glucose_Level": 104.1665175, + "Potassium_Level": 3.608826222, + "Sodium_Level": 143.9059381, + "Smoking_Pack_Years": 21.14412117 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.01562626, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.21719874, + "White_Blood_Cell_Count": 3.61391275, + "Platelet_Count": 158.515127, + "Albumin_Level": 4.934746751, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.92018407, + "White_Blood_Cell_Count": 7.56190897, + "Platelet_Count": 340.4930623, + "Albumin_Level": 3.48777552, + "Alkaline_Phosphatase_Level": 55.38600897, + "Alanine_Aminotransferase_Level": 30.36694995, + "Aspartate_Aminotransferase_Level": 17.93401988, + "Creatinine_Level": 0.741526512, + "LDH_Level": 176.5715628, + "Calcium_Level": 9.076242072, + "Phosphorus_Level": 3.054683034, + "Glucose_Level": 80.04818567, + "Potassium_Level": 4.6241173, + "Sodium_Level": 135.3436083, + "Smoking_Pack_Years": 92.04518642 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former 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9.033158783, + "Phosphorus_Level": 4.268643613, + "Glucose_Level": 101.1732913, + "Potassium_Level": 3.755164085, + "Sodium_Level": 139.272916, + "Smoking_Pack_Years": 31.91352135 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.74256729, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.65717479, + "White_Blood_Cell_Count": 6.484072663, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.72877659, + "White_Blood_Cell_Count": 5.362988962, + "Platelet_Count": 340.5913228, + "Albumin_Level": 3.377730086, + "Alkaline_Phosphatase_Level": 100.246477, + "Alanine_Aminotransferase_Level": 25.7959339, + "Aspartate_Aminotransferase_Level": 42.95178657, + "Creatinine_Level": 1.216106253, + "LDH_Level": 109.2862331, + "Calcium_Level": 8.765976343, + "Phosphorus_Level": 3.212079721, + "Glucose_Level": 89.77123409, + "Potassium_Level": 4.214727857, + "Sodium_Level": 144.8821874, + "Smoking_Pack_Years": 66.93954243 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.49512618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.93024397, + "White_Blood_Cell_Count": 9.117055538, + "Platelet_Count": 200.7804994, + "Albumin_Level": 4.482886777, + "Alkaline_Phosphatase_Level": 35.45293326, + "Alanine_Aminotransferase_Level": 8.010980694, + "Aspartate_Aminotransferase_Level": 18.45621506, + "Creatinine_Level": 1.255561034, + "LDH_Level": 178.6392603, + "Calcium_Level": 8.250967571, + "Phosphorus_Level": 4.151541672, + "Glucose_Level": 136.588807, + "Potassium_Level": 4.468414313, + "Sodium_Level": 138.5121359, + "Smoking_Pack_Years": 76.66632791 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.67264452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.48379999, + "White_Blood_Cell_Count": 3.674401479, 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.09431037, + "White_Blood_Cell_Count": 4.207386125, + "Platelet_Count": 412.7413402, + "Albumin_Level": 4.458730136, + "Alkaline_Phosphatase_Level": 100.858013, + "Alanine_Aminotransferase_Level": 10.80767374, + "Aspartate_Aminotransferase_Level": 26.64363961, + "Creatinine_Level": 0.514264933, + "LDH_Level": 160.2609717, + "Calcium_Level": 9.201542817, + "Phosphorus_Level": 2.546486889, + "Glucose_Level": 89.39476758, + "Potassium_Level": 4.494068894, + "Sodium_Level": 143.0129072, + "Smoking_Pack_Years": 90.81201309 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.4690554, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.57701298, + "White_Blood_Cell_Count": 8.54160383, + "Platelet_Count": 167.6683574, + "Albumin_Level": 4.77940899, + "Alkaline_Phosphatase_Level": 40.41465179, + "Alanine_Aminotransferase_Level": 36.52494276, + "Aspartate_Aminotransferase_Level": 36.38144769, + "Creatinine_Level": 1.341576523, + "LDH_Level": 205.4339253, + "Calcium_Level": 9.158165665, + "Phosphorus_Level": 2.684854435, + "Glucose_Level": 103.8154126, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 24.5601524, + "Aspartate_Aminotransferase_Level": 13.33870126, + "Creatinine_Level": 1.039111076, + "LDH_Level": 216.1109863, + "Calcium_Level": 9.124201267, + "Phosphorus_Level": 3.264890985, + "Glucose_Level": 147.676875, + "Potassium_Level": 4.719185041, + "Sodium_Level": 144.9571735, + "Smoking_Pack_Years": 29.36576215 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.37562016, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.76535636, + "White_Blood_Cell_Count": 6.285002535, + "Platelet_Count": 443.287904, + "Albumin_Level": 3.704606655, + "Alkaline_Phosphatase_Level": 56.16546263, + "Alanine_Aminotransferase_Level": 16.51616327, + "Aspartate_Aminotransferase_Level": 45.1016871, + "Creatinine_Level": 0.880160358, + "LDH_Level": 220.0121367, + "Calcium_Level": 10.22455491, + "Phosphorus_Level": 3.337188633, + "Glucose_Level": 102.6217385, + "Potassium_Level": 3.527774835, + "Sodium_Level": 141.1496798, + "Smoking_Pack_Years": 40.89695302 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.93577098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.8866843, + "White_Blood_Cell_Count": 7.184419251, + "Platelet_Count": 193.3029944, + "Albumin_Level": 3.861216054, + "Alkaline_Phosphatase_Level": 116.0454032, + "Alanine_Aminotransferase_Level": 29.31956813, + "Aspartate_Aminotransferase_Level": 24.17735329, + "Creatinine_Level": 0.921770606, + "LDH_Level": 151.5375242, + "Calcium_Level": 9.455116328, + "Phosphorus_Level": 4.989548478, + "Glucose_Level": 95.2836436, + "Potassium_Level": 4.225957723, + "Sodium_Level": 136.0793044, + "Smoking_Pack_Years": 83.21261568 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.54537736, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.52486555, + "White_Blood_Cell_Count": 4.442247337, + "Platelet_Count": 299.5338957, + "Albumin_Level": 3.36319878, + "Alkaline_Phosphatase_Level": 41.74242667, + "Alanine_Aminotransferase_Level": 12.31927729, + "Aspartate_Aminotransferase_Level": 37.65641681, + "Creatinine_Level": 1.076328809, + "LDH_Level": 241.3142971, + "Calcium_Level": 9.320435707, + "Phosphorus_Level": 2.795682629, + "Glucose_Level": 118.0937989, + "Potassium_Level": 3.710691936, + "Sodium_Level": 136.7009991, + "Smoking_Pack_Years": 79.55313156 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.10041503, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.20596695, + "White_Blood_Cell_Count": 9.20222624, + "Platelet_Count": 209.263001, + "Albumin_Level": 4.129411928, + "Alkaline_Phosphatase_Level": 65.03061432, + "Alanine_Aminotransferase_Level": 30.41010248, + "Aspartate_Aminotransferase_Level": 49.95481955, + "Creatinine_Level": 1.366039429, + "LDH_Level": 209.3167701, + "Calcium_Level": 8.562636167, + "Phosphorus_Level": 4.273619042, + "Glucose_Level": 74.12662213, + "Potassium_Level": 3.510817334, + "Sodium_Level": 142.6261366, + "Smoking_Pack_Years": 96.7716088 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.05139157, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.46749855, + "White_Blood_Cell_Count": 3.5268617, + "Platelet_Count": 173.5901915, + "Albumin_Level": 4.022004912, + "Alkaline_Phosphatase_Level": 43.76406196, + "Alanine_Aminotransferase_Level": 38.95514957, + "Aspartate_Aminotransferase_Level": 37.27203526, + "Creatinine_Level": 0.66607746, + "LDH_Level": 101.4390635, + "Calcium_Level": 8.413504156, + "Phosphorus_Level": 2.660664183, + "Glucose_Level": 86.03395635, + "Potassium_Level": 4.676536159, + "Sodium_Level": 138.9943607, + "Smoking_Pack_Years": 2.85370661 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.78974126, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.62791511, + "White_Blood_Cell_Count": 7.483665628, + "Platelet_Count": 321.1603373, + "Albumin_Level": 4.291438566, + "Alkaline_Phosphatase_Level": 61.38216649, + "Alanine_Aminotransferase_Level": 17.39195574, + "Aspartate_Aminotransferase_Level": 44.08025587, + "Creatinine_Level": 0.546165722, + "LDH_Level": 163.8530907, + "Calcium_Level": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.55745023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.81814661, + "White_Blood_Cell_Count": 4.296550352, + "Platelet_Count": 271.883632, + "Albumin_Level": 3.991048566, + "Alkaline_Phosphatase_Level": 57.91888967, + "Alanine_Aminotransferase_Level": 31.9138179, + "Aspartate_Aminotransferase_Level": 46.60507732, + "Creatinine_Level": 0.597180861, + "LDH_Level": 103.3756344, + 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.84617437, + "White_Blood_Cell_Count": 3.647342154, + "Platelet_Count": 367.324552, + "Albumin_Level": 4.001275524, + "Alkaline_Phosphatase_Level": 68.00309015, + "Alanine_Aminotransferase_Level": 19.95339102, + "Aspartate_Aminotransferase_Level": 34.6115782, + "Creatinine_Level": 1.027450668, + "LDH_Level": 205.0412993, + "Calcium_Level": 8.889692541, + "Phosphorus_Level": 4.417932953, + "Glucose_Level": 120.7703903, + "Potassium_Level": 3.739753735, + "Sodium_Level": 141.6405065, + "Smoking_Pack_Years": 25.30059884 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.0130065, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": 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9.75928176, + "Phosphorus_Level": 3.493498334, + "Glucose_Level": 128.9764063, + "Potassium_Level": 3.793970488, + "Sodium_Level": 135.2734274, + "Smoking_Pack_Years": 34.2949829 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.21635912, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.55259781, + "White_Blood_Cell_Count": 3.695870541, + "Platelet_Count": 376.9882518, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.89964697, + "White_Blood_Cell_Count": 9.605572506, + "Platelet_Count": 419.4931815, + "Albumin_Level": 3.336534084, + "Alkaline_Phosphatase_Level": 113.3957949, + "Alanine_Aminotransferase_Level": 31.60846881, + "Aspartate_Aminotransferase_Level": 16.75284483, + "Creatinine_Level": 0.653913512, + "LDH_Level": 238.5023287, + "Calcium_Level": 8.577485931, + "Phosphorus_Level": 4.13642916, + "Glucose_Level": 71.18014916, + "Potassium_Level": 3.786976965, + "Sodium_Level": 139.8815968, + "Smoking_Pack_Years": 70.03738729 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": 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"Smoking_Pack_Years": 55.16577111 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.30375178, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.87454034, + "White_Blood_Cell_Count": 8.035534741, + "Platelet_Count": 186.1514324, + "Albumin_Level": 4.54156156, + "Alkaline_Phosphatase_Level": 54.20994371, + "Alanine_Aminotransferase_Level": 9.255591688, + 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.79670857, + "White_Blood_Cell_Count": 4.30425536, + "Platelet_Count": 441.2255622, + "Albumin_Level": 3.018526362, + "Alkaline_Phosphatase_Level": 80.8063221, + "Alanine_Aminotransferase_Level": 7.01472586, + "Aspartate_Aminotransferase_Level": 15.54329576, + "Creatinine_Level": 1.425913245, + "LDH_Level": 133.9548884, + "Calcium_Level": 10.08317929, + "Phosphorus_Level": 3.513791864, + "Glucose_Level": 109.2925745, + "Potassium_Level": 4.194259673, + "Sodium_Level": 144.3658045, + "Smoking_Pack_Years": 77.21965837 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.11814637, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.95232845, + "White_Blood_Cell_Count": 7.195058222, + "Platelet_Count": 257.6489976, + "Albumin_Level": 4.727532924, + "Alkaline_Phosphatase_Level": 100.8438549, + "Alanine_Aminotransferase_Level": 24.49271256, + "Aspartate_Aminotransferase_Level": 34.95445666, + "Creatinine_Level": 0.90419432, + "LDH_Level": 124.6010907, + "Calcium_Level": 8.600244222, + "Phosphorus_Level": 3.508087724, + "Glucose_Level": 124.7033586, + "Potassium_Level": 4.937251169, + "Sodium_Level": 137.0679042, + "Smoking_Pack_Years": 56.36426104 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.08798154, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.0552544, + "White_Blood_Cell_Count": 4.430552028, + "Platelet_Count": 177.165191, + "Albumin_Level": 3.952096877, + "Alkaline_Phosphatase_Level": 83.20520172, + "Alanine_Aminotransferase_Level": 34.41602031, + "Aspartate_Aminotransferase_Level": 38.6693478, + "Creatinine_Level": 0.558672161, + "LDH_Level": 157.4492819, + "Calcium_Level": 9.890863454, + "Phosphorus_Level": 3.499376945, + "Glucose_Level": 74.49283293, + "Potassium_Level": 4.930895868, + "Sodium_Level": 140.9063735, + "Smoking_Pack_Years": 29.0603049 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.59973184, + "White_Blood_Cell_Count": 3.929613668, + "Platelet_Count": 314.9748399, + "Albumin_Level": 3.666942134, + "Alkaline_Phosphatase_Level": 117.3127115, + "Alanine_Aminotransferase_Level": 28.30637534, + "Aspartate_Aminotransferase_Level": 13.2010915, + "Creatinine_Level": 0.861408499, + "LDH_Level": 139.6324536, + "Calcium_Level": 8.349164683, + "Phosphorus_Level": 3.8915719, + "Glucose_Level": 90.54067979, + "Potassium_Level": 4.828566193, + "Sodium_Level": 144.6257655, + "Smoking_Pack_Years": 50.40420537 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.68313379, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.55412622, + "White_Blood_Cell_Count": 7.628995311, + "Platelet_Count": 298.8520475, + "Albumin_Level": 4.497194903, + "Alkaline_Phosphatase_Level": 60.5141439, + "Alanine_Aminotransferase_Level": 37.35531369, + "Aspartate_Aminotransferase_Level": 49.68019564, + "Creatinine_Level": 0.532798518, + "LDH_Level": 224.9802252, + "Calcium_Level": 8.095959447, + "Phosphorus_Level": 3.37574549, + "Glucose_Level": 114.4442089, + "Potassium_Level": 3.856248296, + "Sodium_Level": 137.0720265, + "Smoking_Pack_Years": 10.75385857 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.67637136, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.97667711, + "White_Blood_Cell_Count": 7.279935037, + "Platelet_Count": 414.6409482, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.21295001, + "White_Blood_Cell_Count": 9.50923188, + "Platelet_Count": 253.3108286, + "Albumin_Level": 4.177284786, + "Alkaline_Phosphatase_Level": 88.65971185, + "Alanine_Aminotransferase_Level": 34.22836782, + "Aspartate_Aminotransferase_Level": 15.62365057, + "Creatinine_Level": 1.055192676, + "LDH_Level": 207.2755318, + "Calcium_Level": 9.586846409, + "Phosphorus_Level": 2.997958202, + "Glucose_Level": 145.2530018, + "Potassium_Level": 3.791075262, + "Sodium_Level": 144.1226389, + "Smoking_Pack_Years": 69.57833444 + }, + { + "Age": 42, + "Gender": 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169.031138, + "Calcium_Level": 9.632964545, + "Phosphorus_Level": 3.387706643, + "Glucose_Level": 85.37646494, + "Potassium_Level": 4.76317551, + "Sodium_Level": 137.2825624, + "Smoking_Pack_Years": 25.12568072 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.27537307, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.81506369, + "White_Blood_Cell_Count": 6.865791937, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.68287292, + "White_Blood_Cell_Count": 9.351503802, + "Platelet_Count": 382.8764652, + "Albumin_Level": 4.94979361, + "Alkaline_Phosphatase_Level": 70.0582492, + "Alanine_Aminotransferase_Level": 15.78344454, + "Aspartate_Aminotransferase_Level": 20.51116282, + "Creatinine_Level": 0.97628544, + "LDH_Level": 216.8534777, + "Calcium_Level": 8.64283903, + "Phosphorus_Level": 4.587495534, + "Glucose_Level": 71.42535746, + "Potassium_Level": 3.633335598, + "Sodium_Level": 135.4346775, + "Smoking_Pack_Years": 53.11855296 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.10290354, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.48908438, + "White_Blood_Cell_Count": 8.517326394, + "Platelet_Count": 323.0798082, + "Albumin_Level": 4.888758418, + "Alkaline_Phosphatase_Level": 30.96457324, + "Alanine_Aminotransferase_Level": 23.6255961, + "Aspartate_Aminotransferase_Level": 10.29198592, + "Creatinine_Level": 1.320667413, + "LDH_Level": 141.2419234, + "Calcium_Level": 10.16223102, + "Phosphorus_Level": 4.278053356, + "Glucose_Level": 98.61435037, + "Potassium_Level": 4.41099919, + "Sodium_Level": 136.7855081, + 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"Aspartate_Aminotransferase_Level": 35.00287562, + "Creatinine_Level": 0.517608974, + "LDH_Level": 209.3585685, + "Calcium_Level": 10.25405889, + "Phosphorus_Level": 4.359926927, + "Glucose_Level": 119.4890771, + "Potassium_Level": 4.014212095, + "Sodium_Level": 142.9844484, + "Smoking_Pack_Years": 52.44498985 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.26323027, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 65, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.02232709, + "White_Blood_Cell_Count": 4.734772543, + "Platelet_Count": 409.6022034, + "Albumin_Level": 4.017907453, + "Alkaline_Phosphatase_Level": 48.59265422, + "Alanine_Aminotransferase_Level": 25.39983456, + "Aspartate_Aminotransferase_Level": 39.80112484, + "Creatinine_Level": 0.72104102, + "LDH_Level": 137.7390855, + "Calcium_Level": 10.48131821, + "Phosphorus_Level": 4.777515545, + "Glucose_Level": 126.8272956, + "Potassium_Level": 4.948231172, + "Sodium_Level": 142.9702131, + "Smoking_Pack_Years": 81.13486565 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.61035453, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.9265096, + "White_Blood_Cell_Count": 3.531176646, + "Platelet_Count": 185.5777283, + "Albumin_Level": 3.403245555, + "Alkaline_Phosphatase_Level": 113.3814718, + "Alanine_Aminotransferase_Level": 27.51470326, + "Aspartate_Aminotransferase_Level": 10.99279465, + "Creatinine_Level": 0.932684959, + "LDH_Level": 146.7913471, + "Calcium_Level": 9.879379079, + "Phosphorus_Level": 4.904803946, + "Glucose_Level": 129.9681314, + "Potassium_Level": 4.744114085, + "Sodium_Level": 142.7669028, + "Smoking_Pack_Years": 18.52408627 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.00937383, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.97252978, + "White_Blood_Cell_Count": 4.209193839, + "Platelet_Count": 166.9469912, + "Albumin_Level": 4.076509246, + "Alkaline_Phosphatase_Level": 92.87888745, + "Alanine_Aminotransferase_Level": 7.635610113, + "Aspartate_Aminotransferase_Level": 12.87506498, + "Creatinine_Level": 0.791163002, + "LDH_Level": 115.2998309, + "Calcium_Level": 10.43879106, + "Phosphorus_Level": 3.309513447, + "Glucose_Level": 114.3053246, + "Potassium_Level": 3.692004988, + "Sodium_Level": 137.713445, + "Smoking_Pack_Years": 66.10363405 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.42542277, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.17788538, + "White_Blood_Cell_Count": 6.367720332, + "Platelet_Count": 398.2335419, + "Albumin_Level": 4.376044662, + "Alkaline_Phosphatase_Level": 55.32078071, + "Alanine_Aminotransferase_Level": 22.73913504, + "Aspartate_Aminotransferase_Level": 12.53402727, + "Creatinine_Level": 0.980430565, + "LDH_Level": 238.662358, + "Calcium_Level": 10.31329347, + "Phosphorus_Level": 4.465462651, + "Glucose_Level": 135.5895577, + "Potassium_Level": 3.559486312, + "Sodium_Level": 144.8611501, + "Smoking_Pack_Years": 81.77525311 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.80503248, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.07486468, + "White_Blood_Cell_Count": 8.891686769, + "Platelet_Count": 230.657864, + "Albumin_Level": 3.129251966, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.55723866, + "White_Blood_Cell_Count": 6.144315225, + "Platelet_Count": 196.5939505, + "Albumin_Level": 3.059642746, + "Alkaline_Phosphatase_Level": 116.3437007, + "Alanine_Aminotransferase_Level": 25.49628195, + "Aspartate_Aminotransferase_Level": 20.06773046, + "Creatinine_Level": 0.645403001, + "LDH_Level": 234.0659198, + "Calcium_Level": 9.212244717, + "Phosphorus_Level": 3.17092514, + "Glucose_Level": 146.5288931, + "Potassium_Level": 3.873086789, + "Sodium_Level": 142.9328102, + "Smoking_Pack_Years": 56.04721441 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.43527213, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.50650773, + "White_Blood_Cell_Count": 5.200420689, + "Platelet_Count": 283.0295872, + "Albumin_Level": 3.846077064, + "Alkaline_Phosphatase_Level": 84.0030919, + "Alanine_Aminotransferase_Level": 9.601460077, + "Aspartate_Aminotransferase_Level": 30.17438043, + "Creatinine_Level": 0.664396892, + "LDH_Level": 226.4044805, + "Calcium_Level": 10.22210776, + "Phosphorus_Level": 4.896593114, + "Glucose_Level": 107.8694214, + "Potassium_Level": 4.801881391, + "Sodium_Level": 139.4997009, + "Smoking_Pack_Years": 84.4778687 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.76195846, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.32320826, + "White_Blood_Cell_Count": 9.248505548, + "Platelet_Count": 207.6376098, + "Albumin_Level": 3.49599047, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.48706866, + "White_Blood_Cell_Count": 6.781039939, + "Platelet_Count": 434.4057274, + "Albumin_Level": 3.198505299, + "Alkaline_Phosphatase_Level": 68.28777829, + "Alanine_Aminotransferase_Level": 9.695648735, + "Aspartate_Aminotransferase_Level": 47.0299849, + "Creatinine_Level": 1.460579655, + "LDH_Level": 159.2132534, + "Calcium_Level": 9.924947044, + "Phosphorus_Level": 4.826993787, + "Glucose_Level": 129.2090917, + "Potassium_Level": 3.970240565, + "Sodium_Level": 139.982188, + "Smoking_Pack_Years": 71.5450241 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.90561836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.90977448, + "White_Blood_Cell_Count": 7.937858837, + "Platelet_Count": 336.6857422, + "Albumin_Level": 3.431452485, + "Alkaline_Phosphatase_Level": 116.987016, + "Alanine_Aminotransferase_Level": 21.52592363, + "Aspartate_Aminotransferase_Level": 23.9135018, + "Creatinine_Level": 1.279542583, + "LDH_Level": 221.3624812, + "Calcium_Level": 9.13888426, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.99975536, + "White_Blood_Cell_Count": 9.248375387, + "Platelet_Count": 259.6476895, + "Albumin_Level": 4.019925478, + "Alkaline_Phosphatase_Level": 76.35810464, + "Alanine_Aminotransferase_Level": 22.37745698, + "Aspartate_Aminotransferase_Level": 16.13949647, + "Creatinine_Level": 0.610810784, + "LDH_Level": 190.6271931, + "Calcium_Level": 9.269113413, + "Phosphorus_Level": 3.753960001, + "Glucose_Level": 134.1397993, + "Potassium_Level": 3.540703747, + "Sodium_Level": 142.8484448, + "Smoking_Pack_Years": 95.26536775 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.74753743, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.46699436, + "White_Blood_Cell_Count": 8.728421269, + "Platelet_Count": 186.3348308, + "Albumin_Level": 4.189291145, + "Alkaline_Phosphatase_Level": 46.36570978, + "Alanine_Aminotransferase_Level": 38.0519889, + "Aspartate_Aminotransferase_Level": 30.34831922, + "Creatinine_Level": 1.038631238, + "LDH_Level": 125.579397, + "Calcium_Level": 10.15690092, + "Phosphorus_Level": 3.753625092, + "Glucose_Level": 89.5876429, + "Potassium_Level": 4.039086612, + "Sodium_Level": 141.3238675, + "Smoking_Pack_Years": 84.70100778 + }, + { + "Age": 67, + "Gender": "Male", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.82386482, + "White_Blood_Cell_Count": 7.755720333, + "Platelet_Count": 281.4222283, + "Albumin_Level": 4.15137891, + "Alkaline_Phosphatase_Level": 39.97932821, + "Alanine_Aminotransferase_Level": 30.56747969, + "Aspartate_Aminotransferase_Level": 31.73402542, + "Creatinine_Level": 0.566309029, + "LDH_Level": 215.0124975, + "Calcium_Level": 8.640124882, + "Phosphorus_Level": 4.009257457, + "Glucose_Level": 104.1136694, + "Potassium_Level": 3.63513133, + "Sodium_Level": 141.6316889, + "Smoking_Pack_Years": 72.99540433 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.51905869, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.00966111, + "White_Blood_Cell_Count": 9.546250546, + "Platelet_Count": 183.0495693, + "Albumin_Level": 3.838843603, + "Alkaline_Phosphatase_Level": 34.90382244, + "Alanine_Aminotransferase_Level": 36.63548237, + "Aspartate_Aminotransferase_Level": 27.4025937, + "Creatinine_Level": 1.451726562, + "LDH_Level": 172.2370133, + "Calcium_Level": 10.47405432, + "Phosphorus_Level": 3.57323003, + "Glucose_Level": 144.1574156, + "Potassium_Level": 3.770077182, + "Sodium_Level": 141.5003377, + "Smoking_Pack_Years": 13.13153425 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.66346566, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.09861075, + "White_Blood_Cell_Count": 8.717112214, + "Platelet_Count": 396.4042717, + "Albumin_Level": 4.303286826, + "Alkaline_Phosphatase_Level": 112.5903027, + "Alanine_Aminotransferase_Level": 17.80617412, + "Aspartate_Aminotransferase_Level": 24.10641722, + "Creatinine_Level": 0.961355064, + "LDH_Level": 249.0946648, + "Calcium_Level": 8.705757258, + "Phosphorus_Level": 3.266935951, + "Glucose_Level": 96.00569345, + "Potassium_Level": 4.786876153, + "Sodium_Level": 144.9969575, + "Smoking_Pack_Years": 59.54773441 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.09588313, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.30511386, + "White_Blood_Cell_Count": 8.098502276, + "Platelet_Count": 180.6319402, + "Albumin_Level": 4.866943633, + "Alkaline_Phosphatase_Level": 37.55707255, + "Alanine_Aminotransferase_Level": 31.26556782, + "Aspartate_Aminotransferase_Level": 27.98902825, + "Creatinine_Level": 0.806466926, + "LDH_Level": 100.5859425, + "Calcium_Level": 9.100341276, + "Phosphorus_Level": 3.224248569, + "Glucose_Level": 134.7582059, + "Potassium_Level": 4.270698996, + "Sodium_Level": 143.9144847, + "Smoking_Pack_Years": 51.12128238 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.86221549, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.61239697, + "White_Blood_Cell_Count": 8.381389533, + "Platelet_Count": 331.5259914, + "Albumin_Level": 3.307494647, + "Alkaline_Phosphatase_Level": 118.2569595, + "Alanine_Aminotransferase_Level": 8.163401747, + "Aspartate_Aminotransferase_Level": 35.87036757, + "Creatinine_Level": 0.628976129, + "LDH_Level": 244.7376363, + "Calcium_Level": 10.14537898, + "Phosphorus_Level": 4.481168132, + "Glucose_Level": 81.18870921, + "Potassium_Level": 4.147230333, + "Sodium_Level": 137.3888787, + "Smoking_Pack_Years": 47.23823301 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.02344689, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.58555999, + "White_Blood_Cell_Count": 8.539564264, + "Platelet_Count": 299.0453887, + "Albumin_Level": 3.735135484, + "Alkaline_Phosphatase_Level": 79.5541794, + "Alanine_Aminotransferase_Level": 27.36665419, + "Aspartate_Aminotransferase_Level": 45.03009625, + "Creatinine_Level": 1.023223688, + "LDH_Level": 161.268576, + "Calcium_Level": 9.032935635, + "Phosphorus_Level": 4.976172952, + "Glucose_Level": 140.3113578, + "Potassium_Level": 4.987019981, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 10.37256102, + "Creatinine_Level": 1.23141509, + "LDH_Level": 147.0938397, + "Calcium_Level": 8.340736367, + "Phosphorus_Level": 3.167524484, + "Glucose_Level": 79.97718524, + "Potassium_Level": 4.912456146, + "Sodium_Level": 140.1158454, + "Smoking_Pack_Years": 97.2367011 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.2985985, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.29743323, + "White_Blood_Cell_Count": 3.861283873, + "Platelet_Count": 150.4822356, + "Albumin_Level": 4.525328132, + "Alkaline_Phosphatase_Level": 90.82906328, + "Alanine_Aminotransferase_Level": 11.58043606, + "Aspartate_Aminotransferase_Level": 30.29761419, + "Creatinine_Level": 1.020264209, + "LDH_Level": 179.5435475, + "Calcium_Level": 8.949584071, + "Phosphorus_Level": 3.460330833, + "Glucose_Level": 133.52069, + "Potassium_Level": 3.568561719, + "Sodium_Level": 138.8843532, + "Smoking_Pack_Years": 10.39792555 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.89618721, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.13819583, + "White_Blood_Cell_Count": 4.227990681, + "Platelet_Count": 259.9063029, + "Albumin_Level": 3.129333093, + "Alkaline_Phosphatase_Level": 92.1487331, + "Alanine_Aminotransferase_Level": 16.50908265, + "Aspartate_Aminotransferase_Level": 19.84393974, + "Creatinine_Level": 0.618481451, + "LDH_Level": 125.1243852, + "Calcium_Level": 8.966717225, + "Phosphorus_Level": 2.98571099, + "Glucose_Level": 104.7664218, + "Potassium_Level": 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"Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.97731975, + "White_Blood_Cell_Count": 8.7785951, + "Platelet_Count": 436.217666, + "Albumin_Level": 4.174256288, + "Alkaline_Phosphatase_Level": 47.4090021, + "Alanine_Aminotransferase_Level": 12.85911323, + "Aspartate_Aminotransferase_Level": 12.38710521, + "Creatinine_Level": 1.497017411, + "LDH_Level": 149.5437892, + "Calcium_Level": 8.179515647, + "Phosphorus_Level": 4.607603862, + "Glucose_Level": 96.13238633, + "Potassium_Level": 3.743848124, + "Sodium_Level": 137.3177357, + "Smoking_Pack_Years": 43.59927234 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.44989519, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.46159902, + "White_Blood_Cell_Count": 5.590624854, + "Platelet_Count": 196.3422052, + "Albumin_Level": 4.758013258, + "Alkaline_Phosphatase_Level": 72.92719695, + "Alanine_Aminotransferase_Level": 30.23003592, + "Aspartate_Aminotransferase_Level": 48.85283287, + "Creatinine_Level": 1.187996561, + "LDH_Level": 137.1850722, + "Calcium_Level": 9.169894786, + "Phosphorus_Level": 4.399816422, + "Glucose_Level": 123.4878643, + "Potassium_Level": 4.47244124, + "Sodium_Level": 136.6078163, + "Smoking_Pack_Years": 54.6652668 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.41719349, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.72557833, + "White_Blood_Cell_Count": 8.715785851, + "Platelet_Count": 350.9085366, + "Albumin_Level": 4.184766668, + "Alkaline_Phosphatase_Level": 106.7066077, + "Alanine_Aminotransferase_Level": 15.17947305, + "Aspartate_Aminotransferase_Level": 10.24114534, + "Creatinine_Level": 0.608239657, + "LDH_Level": 197.3161118, + "Calcium_Level": 9.633597322, + "Phosphorus_Level": 4.958470715, + "Glucose_Level": 129.7410618, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 22.01638869, + "Aspartate_Aminotransferase_Level": 29.67446509, + "Creatinine_Level": 1.144011888, + "LDH_Level": 115.9626179, + "Calcium_Level": 10.46118745, + "Phosphorus_Level": 4.143202018, + "Glucose_Level": 95.52424521, + "Potassium_Level": 3.508558999, + "Sodium_Level": 140.5395818, + "Smoking_Pack_Years": 67.82495957 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.47698286, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.16275929, + "White_Blood_Cell_Count": 9.805984776, + "Platelet_Count": 193.7210616, + "Albumin_Level": 3.529799199, + "Alkaline_Phosphatase_Level": 31.14654308, + "Alanine_Aminotransferase_Level": 38.7661177, + "Aspartate_Aminotransferase_Level": 48.29277219, + "Creatinine_Level": 0.548063244, + "LDH_Level": 162.2544396, + "Calcium_Level": 8.241231611, + "Phosphorus_Level": 4.24695133, + "Glucose_Level": 143.6936051, + "Potassium_Level": 4.860242464, + "Sodium_Level": 141.9033214, + "Smoking_Pack_Years": 49.50520124 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.95642245, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.55256861, + "White_Blood_Cell_Count": 5.970885655, + "Platelet_Count": 339.4346322, + "Albumin_Level": 3.075640777, + "Alkaline_Phosphatase_Level": 94.21282552, + "Alanine_Aminotransferase_Level": 30.03407657, + "Aspartate_Aminotransferase_Level": 42.10628013, + "Creatinine_Level": 0.542057542, + "LDH_Level": 198.6910871, + "Calcium_Level": 9.176481308, + "Phosphorus_Level": 3.510587575, + "Glucose_Level": 86.46835579, + "Potassium_Level": 4.736074181, + "Sodium_Level": 136.5095846, + "Smoking_Pack_Years": 9.950495078 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.9194746, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.10244213, + "White_Blood_Cell_Count": 6.807305478, + "Platelet_Count": 353.0350411, + "Albumin_Level": 4.222233941, + "Alkaline_Phosphatase_Level": 93.63359222, + "Alanine_Aminotransferase_Level": 7.535773076, + "Aspartate_Aminotransferase_Level": 30.8569487, + "Creatinine_Level": 0.902376904, + "LDH_Level": 216.4046448, + "Calcium_Level": 9.735995225, + "Phosphorus_Level": 3.398855296, + "Glucose_Level": 82.3318137, + "Potassium_Level": 3.748517048, + "Sodium_Level": 137.4837019, + "Smoking_Pack_Years": 98.14524398 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.29628006, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.72354347, + "White_Blood_Cell_Count": 4.049600092, + "Platelet_Count": 213.9922677, + "Albumin_Level": 3.935808355, + "Alkaline_Phosphatase_Level": 33.50078364, + "Alanine_Aminotransferase_Level": 18.78090219, + "Aspartate_Aminotransferase_Level": 17.15442475, + "Creatinine_Level": 0.833394771, + "LDH_Level": 166.7379322, + "Calcium_Level": 10.25965872, + "Phosphorus_Level": 4.745592668, + "Glucose_Level": 148.6174762, + "Potassium_Level": 4.90850387, + "Sodium_Level": 142.4862566, + "Smoking_Pack_Years": 32.09067601 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.41847975, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.34104954, + "White_Blood_Cell_Count": 5.188280126, + "Platelet_Count": 289.5594157, + "Albumin_Level": 3.691888748, + "Alkaline_Phosphatase_Level": 41.89866621, + "Alanine_Aminotransferase_Level": 6.939512118, + "Aspartate_Aminotransferase_Level": 35.42374628, + "Creatinine_Level": 0.567885751, + "LDH_Level": 152.8345097, + "Calcium_Level": 10.1980001, + "Phosphorus_Level": 3.895685656, + "Glucose_Level": 84.50095799, + "Potassium_Level": 4.784763021, + "Sodium_Level": 142.9836741, + "Smoking_Pack_Years": 80.95893096 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.15269283, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.79755567, + "White_Blood_Cell_Count": 5.398224428, + "Platelet_Count": 314.6957505, + "Albumin_Level": 3.118765529, + "Alkaline_Phosphatase_Level": 84.84355974, + "Alanine_Aminotransferase_Level": 25.14877231, + "Aspartate_Aminotransferase_Level": 47.22791174, + "Creatinine_Level": 1.218348068, + "LDH_Level": 219.723087, + "Calcium_Level": 10.0433706, + "Phosphorus_Level": 4.802267657, + 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64.89792087, + "Alanine_Aminotransferase_Level": 17.7865364, + "Aspartate_Aminotransferase_Level": 15.25387242, + "Creatinine_Level": 0.689751684, + "LDH_Level": 139.7193554, + "Calcium_Level": 8.014051111, + "Phosphorus_Level": 2.70469812, + "Glucose_Level": 109.5101116, + "Potassium_Level": 4.631953199, + "Sodium_Level": 138.8347639, + "Smoking_Pack_Years": 43.42181043 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.90352685, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.04929797, + "White_Blood_Cell_Count": 4.213351651, + "Platelet_Count": 303.5291067, + "Albumin_Level": 4.510777484, + "Alkaline_Phosphatase_Level": 76.1071949, + "Alanine_Aminotransferase_Level": 37.80728942, + "Aspartate_Aminotransferase_Level": 21.79692884, + "Creatinine_Level": 0.641000082, + "LDH_Level": 165.2527437, + "Calcium_Level": 9.989036596, + "Phosphorus_Level": 4.110620757, + "Glucose_Level": 78.35206392, + "Potassium_Level": 4.484189251, + "Sodium_Level": 143.3004327, + "Smoking_Pack_Years": 57.93474122 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Tumor_Size_mm": 42.42979431, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.77278211, + "White_Blood_Cell_Count": 9.387668918, + "Platelet_Count": 314.1556353, + "Albumin_Level": 4.610186982, + "Alkaline_Phosphatase_Level": 31.38336799, + "Alanine_Aminotransferase_Level": 13.16934372, + "Aspartate_Aminotransferase_Level": 48.69489796, + "Creatinine_Level": 0.596161727, + "LDH_Level": 104.3571455, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.43372023, + "White_Blood_Cell_Count": 5.345881867, + "Platelet_Count": 177.2420465, + "Albumin_Level": 4.378313944, + "Alkaline_Phosphatase_Level": 67.54609931, + "Alanine_Aminotransferase_Level": 6.964390097, + "Aspartate_Aminotransferase_Level": 32.65254889, + "Creatinine_Level": 0.973389148, + "LDH_Level": 105.2784119, + "Calcium_Level": 10.12841219, + "Phosphorus_Level": 3.482453496, + "Glucose_Level": 96.26561751, + "Potassium_Level": 4.71638333, + "Sodium_Level": 136.0580893, + "Smoking_Pack_Years": 69.07381075 + }, + { + "Age": 65, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.67288412, + "White_Blood_Cell_Count": 9.936223796, + "Platelet_Count": 169.6554337, + "Albumin_Level": 3.902960987, + "Alkaline_Phosphatase_Level": 75.44128023, + "Alanine_Aminotransferase_Level": 29.07513432, + "Aspartate_Aminotransferase_Level": 22.75340877, + "Creatinine_Level": 0.666003527, + "LDH_Level": 167.6185535, + "Calcium_Level": 10.14132869, + "Phosphorus_Level": 4.371202597, + "Glucose_Level": 113.1344772, + "Potassium_Level": 3.519020467, + "Sodium_Level": 136.9091069, + "Smoking_Pack_Years": 78.87286039 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.44532408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.23284653, + "White_Blood_Cell_Count": 9.118490118, + "Platelet_Count": 329.8650338, + "Albumin_Level": 3.530632456, + "Alkaline_Phosphatase_Level": 110.6471766, + "Alanine_Aminotransferase_Level": 36.21031125, + "Aspartate_Aminotransferase_Level": 22.70529837, + "Creatinine_Level": 1.080867515, + "LDH_Level": 162.5708127, + "Calcium_Level": 9.520786512, + "Phosphorus_Level": 3.496005486, + "Glucose_Level": 134.6735556, + "Potassium_Level": 4.053919236, + "Sodium_Level": 138.1146602, + "Smoking_Pack_Years": 34.79981605 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.73052541, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.79654387, + "White_Blood_Cell_Count": 5.191999761, + "Platelet_Count": 344.1126412, + "Albumin_Level": 3.385198911, + "Alkaline_Phosphatase_Level": 86.12180613, + "Alanine_Aminotransferase_Level": 36.4280497, + "Aspartate_Aminotransferase_Level": 11.84137332, + "Creatinine_Level": 0.763684515, + "LDH_Level": 138.1245154, + "Calcium_Level": 8.802971618, + "Phosphorus_Level": 3.190613068, + "Glucose_Level": 137.7013713, + "Potassium_Level": 3.991877398, + "Sodium_Level": 138.7611129, + "Smoking_Pack_Years": 32.99550162 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.99625983, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.90484352, + "White_Blood_Cell_Count": 6.53602127, + "Platelet_Count": 180.2543322, + "Albumin_Level": 3.526801142, + "Alkaline_Phosphatase_Level": 100.1515112, + "Alanine_Aminotransferase_Level": 8.717527372, + "Aspartate_Aminotransferase_Level": 43.00192049, + "Creatinine_Level": 0.506436426, + "LDH_Level": 179.2434834, + "Calcium_Level": 9.000296877, + "Phosphorus_Level": 4.297673159, + "Glucose_Level": 110.3789693, + "Potassium_Level": 4.162258317, + "Sodium_Level": 138.1126171, + "Smoking_Pack_Years": 58.31074468 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.51666082, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.48717815, + "White_Blood_Cell_Count": 6.51738909, + "Platelet_Count": 260.0419019, + "Albumin_Level": 4.180611832, + "Alkaline_Phosphatase_Level": 45.73806863, + "Alanine_Aminotransferase_Level": 23.80148821, + "Aspartate_Aminotransferase_Level": 12.59162231, + "Creatinine_Level": 0.544139834, + "LDH_Level": 138.8595565, + "Calcium_Level": 10.19148014, + "Phosphorus_Level": 3.12164089, + "Glucose_Level": 79.76025702, + "Potassium_Level": 4.256039506, + "Sodium_Level": 137.5728473, + "Smoking_Pack_Years": 32.49688173 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.91711938, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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137.5487443, + "Smoking_Pack_Years": 95.06267792 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.87183445, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.77079642, + "White_Blood_Cell_Count": 5.725839573, + "Platelet_Count": 378.3925401, + "Albumin_Level": 4.231369207, + "Alkaline_Phosphatase_Level": 62.76641212, + "Alanine_Aminotransferase_Level": 20.53017701, + "Aspartate_Aminotransferase_Level": 48.79724824, + "Creatinine_Level": 1.17913853, + "LDH_Level": 141.2129103, + "Calcium_Level": 10.34009274, + "Phosphorus_Level": 2.883983113, + "Glucose_Level": 140.8551958, + "Potassium_Level": 3.724839869, + "Sodium_Level": 138.7216515, + "Smoking_Pack_Years": 23.3446745 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.41121855, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.17254012, + "White_Blood_Cell_Count": 3.759159619, + "Platelet_Count": 435.8542394, + "Albumin_Level": 4.247478978, + "Alkaline_Phosphatase_Level": 51.05735198, + "Alanine_Aminotransferase_Level": 30.04239532, + "Aspartate_Aminotransferase_Level": 45.70738259, + "Creatinine_Level": 1.425747425, + "LDH_Level": 130.2872331, + "Calcium_Level": 8.952306483, + "Phosphorus_Level": 4.876503888, + "Glucose_Level": 95.69918525, + "Potassium_Level": 4.330533101, + "Sodium_Level": 137.6755841, + "Smoking_Pack_Years": 4.112389279 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.63366766, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": 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"Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.97577289, + "White_Blood_Cell_Count": 4.410280902, + "Platelet_Count": 236.6825301, + "Albumin_Level": 3.653001181, + "Alkaline_Phosphatase_Level": 45.97131995, + "Alanine_Aminotransferase_Level": 10.61795861, + "Aspartate_Aminotransferase_Level": 14.48113172, + "Creatinine_Level": 1.269516965, + "LDH_Level": 122.1067883, + "Calcium_Level": 8.728215122, + "Phosphorus_Level": 3.75895896, + "Glucose_Level": 74.39956675, + "Potassium_Level": 4.810601516, + "Sodium_Level": 136.7846717, 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"Aspartate_Aminotransferase_Level": 47.96618932, + "Creatinine_Level": 0.608557898, + "LDH_Level": 144.8107793, + "Calcium_Level": 9.976107775, + "Phosphorus_Level": 4.83125844, + "Glucose_Level": 104.5744164, + "Potassium_Level": 4.314698287, + "Sodium_Level": 144.3677506, + "Smoking_Pack_Years": 9.809596906 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.1676575, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 89, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.79144139, + "White_Blood_Cell_Count": 9.120061108, + "Platelet_Count": 241.5737824, + "Albumin_Level": 4.143762909, + "Alkaline_Phosphatase_Level": 43.09119988, + "Alanine_Aminotransferase_Level": 37.51278881, + "Aspartate_Aminotransferase_Level": 28.84078672, + "Creatinine_Level": 0.851068188, + "LDH_Level": 225.7249988, + "Calcium_Level": 8.947531432, + "Phosphorus_Level": 4.533054722, + "Glucose_Level": 116.7727597, + "Potassium_Level": 3.991471016, + "Sodium_Level": 142.3769858, + "Smoking_Pack_Years": 86.84519017 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.47386681, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", 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"Alanine_Aminotransferase_Level": 26.38041953, + "Aspartate_Aminotransferase_Level": 28.8128164, + "Creatinine_Level": 0.888115374, + "LDH_Level": 109.2002362, + "Calcium_Level": 8.275213099, + "Phosphorus_Level": 3.309846202, + "Glucose_Level": 89.10705364, + "Potassium_Level": 4.883115726, + "Sodium_Level": 144.6186722, + "Smoking_Pack_Years": 64.03790367 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.18587125, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.66411357, + "White_Blood_Cell_Count": 9.332599252, + "Platelet_Count": 335.2848854, + "Albumin_Level": 3.668998964, + "Alkaline_Phosphatase_Level": 91.45627997, + "Alanine_Aminotransferase_Level": 35.97365641, + "Aspartate_Aminotransferase_Level": 22.20731067, + "Creatinine_Level": 0.959091659, + "LDH_Level": 230.9817427, + "Calcium_Level": 9.758224169, + "Phosphorus_Level": 4.723493881, + "Glucose_Level": 101.0690182, + "Potassium_Level": 4.039506338, + "Sodium_Level": 143.8780547, + "Smoking_Pack_Years": 1.818481276 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.95236804, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.88178158, + "White_Blood_Cell_Count": 4.709177953, + "Platelet_Count": 440.0118634, + "Albumin_Level": 4.963471395, + "Alkaline_Phosphatase_Level": 94.91518165, + "Alanine_Aminotransferase_Level": 10.92533683, + "Aspartate_Aminotransferase_Level": 40.46313645, + "Creatinine_Level": 0.974061418, + "LDH_Level": 220.8159732, + "Calcium_Level": 10.17586623, + "Phosphorus_Level": 3.764762072, + "Glucose_Level": 88.06411866, + "Potassium_Level": 3.848411202, + "Sodium_Level": 142.7703085, + "Smoking_Pack_Years": 74.34143322 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.78334393, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.61968745, + "White_Blood_Cell_Count": 8.162610053, + "Platelet_Count": 430.10705, + "Albumin_Level": 3.818853329, + "Alkaline_Phosphatase_Level": 60.75199566, + "Alanine_Aminotransferase_Level": 36.78733285, + "Aspartate_Aminotransferase_Level": 33.35092389, + "Creatinine_Level": 0.830364053, + "LDH_Level": 159.5695624, + "Calcium_Level": 9.61920715, + "Phosphorus_Level": 2.680858178, + "Glucose_Level": 111.6819688, + "Potassium_Level": 4.072787284, + "Sodium_Level": 136.55992, + "Smoking_Pack_Years": 98.30854158 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.66013085, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.93711445, + "White_Blood_Cell_Count": 6.055645093, + "Platelet_Count": 174.4095754, + "Albumin_Level": 4.386959317, + "Alkaline_Phosphatase_Level": 83.82207106, + "Alanine_Aminotransferase_Level": 8.406657723, + "Aspartate_Aminotransferase_Level": 35.99392697, + "Creatinine_Level": 0.761444467, + "LDH_Level": 229.1187391, + "Calcium_Level": 8.827822751, + "Phosphorus_Level": 3.609114298, + "Glucose_Level": 144.6076539, + "Potassium_Level": 4.493014244, + "Sodium_Level": 143.7190259, + "Smoking_Pack_Years": 23.70751894 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.28088004, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.05198061, + "White_Blood_Cell_Count": 8.801317954, + "Platelet_Count": 427.9155707, + "Albumin_Level": 3.984028573, + "Alkaline_Phosphatase_Level": 98.64141915, + "Alanine_Aminotransferase_Level": 15.8165383, + "Aspartate_Aminotransferase_Level": 35.26897564, + "Creatinine_Level": 1.027601252, + "LDH_Level": 156.0756358, + "Calcium_Level": 8.20380154, + "Phosphorus_Level": 3.180489214, + "Glucose_Level": 132.0321564, + "Potassium_Level": 3.888382699, + "Sodium_Level": 144.2810695, + "Smoking_Pack_Years": 10.94151221 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.2863478, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.73293391, + "White_Blood_Cell_Count": 9.51235451, + "Platelet_Count": 208.879319, + "Albumin_Level": 3.892821662, + "Alkaline_Phosphatase_Level": 40.93981012, + "Alanine_Aminotransferase_Level": 12.61655935, + "Aspartate_Aminotransferase_Level": 16.22245383, + "Creatinine_Level": 0.542615364, + "LDH_Level": 204.4897782, + "Calcium_Level": 8.64430232, + "Phosphorus_Level": 3.370056032, + "Glucose_Level": 136.6960787, + "Potassium_Level": 4.544470262, + "Sodium_Level": 139.7473424, + "Smoking_Pack_Years": 74.68292506 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.60535149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.9031877, + "White_Blood_Cell_Count": 6.480087329, + "Platelet_Count": 436.7304975, + "Albumin_Level": 4.481552851, + "Alkaline_Phosphatase_Level": 78.29822288, + "Alanine_Aminotransferase_Level": 32.30241317, + "Aspartate_Aminotransferase_Level": 32.7633635, + "Creatinine_Level": 1.348427665, + "LDH_Level": 185.4111208, + "Calcium_Level": 8.263646263, + "Phosphorus_Level": 3.817281346, + "Glucose_Level": 114.8345236, + "Potassium_Level": 4.587911169, + "Sodium_Level": 136.9669911, + "Smoking_Pack_Years": 61.0384077 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.68536876, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.49986746, + "White_Blood_Cell_Count": 7.658404975, + "Platelet_Count": 211.1420052, + "Albumin_Level": 4.104641343, + "Alkaline_Phosphatase_Level": 46.83406887, + "Alanine_Aminotransferase_Level": 38.81864363, + "Aspartate_Aminotransferase_Level": 11.9896474, + "Creatinine_Level": 1.371498829, + "LDH_Level": 185.144722, + "Calcium_Level": 10.2940063, + "Phosphorus_Level": 3.276646876, + "Glucose_Level": 142.7820407, + "Potassium_Level": 4.85944072, + "Sodium_Level": 144.2838211, + "Smoking_Pack_Years": 66.56202496 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.33023636, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.0067119, + "White_Blood_Cell_Count": 7.458248447, + "Platelet_Count": 388.7452739, + "Albumin_Level": 3.076797907, + "Alkaline_Phosphatase_Level": 99.20874475, + "Alanine_Aminotransferase_Level": 13.65199844, + "Aspartate_Aminotransferase_Level": 49.11277349, + "Creatinine_Level": 0.755573429, + "LDH_Level": 120.9536331, + "Calcium_Level": 8.442931232, + "Phosphorus_Level": 3.663799714, + "Glucose_Level": 113.2045845, + "Potassium_Level": 4.464680926, + "Sodium_Level": 141.4373501, + "Smoking_Pack_Years": 83.68533426 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.15818672, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.07236628, + "White_Blood_Cell_Count": 6.89434729, + "Platelet_Count": 183.2919829, + "Albumin_Level": 4.379598965, + "Alkaline_Phosphatase_Level": 75.81178585, + "Alanine_Aminotransferase_Level": 17.15264754, + "Aspartate_Aminotransferase_Level": 29.0483521, + "Creatinine_Level": 0.890081141, + "LDH_Level": 168.7189977, + "Calcium_Level": 9.279842458, + "Phosphorus_Level": 4.171596901, + "Glucose_Level": 147.7869575, + "Potassium_Level": 4.772550105, + "Sodium_Level": 137.871768, + "Smoking_Pack_Years": 96.78431686 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.214510917, + "Glucose_Level": 132.8301545, + "Potassium_Level": 4.007590545, + "Sodium_Level": 141.8061256, + "Smoking_Pack_Years": 83.79552558 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.54583865, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.44669011, + "White_Blood_Cell_Count": 7.840019075, + "Platelet_Count": 356.0436289, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.78854381, + "White_Blood_Cell_Count": 9.194361365, + "Platelet_Count": 179.3397187, + "Albumin_Level": 4.266163062, + "Alkaline_Phosphatase_Level": 107.1508434, + "Alanine_Aminotransferase_Level": 29.81781049, + "Aspartate_Aminotransferase_Level": 38.81997433, + "Creatinine_Level": 1.029047394, + "LDH_Level": 204.8018193, + "Calcium_Level": 8.891230531, + "Phosphorus_Level": 4.471045252, + "Glucose_Level": 149.9067004, + "Potassium_Level": 4.715979871, + "Sodium_Level": 139.3449673, + "Smoking_Pack_Years": 40.8296939 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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9.686612623, + "Phosphorus_Level": 4.932146641, + "Glucose_Level": 143.8290343, + "Potassium_Level": 4.348336035, + "Sodium_Level": 139.9987372, + "Smoking_Pack_Years": 16.16749999 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.99252233, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.47485782, + "White_Blood_Cell_Count": 5.147400042, + "Platelet_Count": 252.6090631, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.55842678, + "White_Blood_Cell_Count": 9.395383127, + "Platelet_Count": 400.7260383, + "Albumin_Level": 4.040349385, + "Alkaline_Phosphatase_Level": 94.16340823, + "Alanine_Aminotransferase_Level": 18.47494744, + "Aspartate_Aminotransferase_Level": 28.45927865, + "Creatinine_Level": 0.801676282, + "LDH_Level": 177.7565091, + "Calcium_Level": 8.515726373, + "Phosphorus_Level": 3.98998622, + "Glucose_Level": 146.962278, + "Potassium_Level": 3.770481469, + "Sodium_Level": 136.6357736, + "Smoking_Pack_Years": 50.15921023 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.81804682, + "White_Blood_Cell_Count": 4.908794767, + "Platelet_Count": 382.9936056, + "Albumin_Level": 4.006067459, + "Alkaline_Phosphatase_Level": 56.22176543, + "Alanine_Aminotransferase_Level": 12.48044663, + "Aspartate_Aminotransferase_Level": 23.15514231, + "Creatinine_Level": 1.030321792, + "LDH_Level": 117.6095311, + "Calcium_Level": 8.063640884, + "Phosphorus_Level": 4.031514778, + "Glucose_Level": 94.95875803, + "Potassium_Level": 4.374793515, + "Sodium_Level": 137.1019217, + "Smoking_Pack_Years": 52.13877294 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.2558431, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.77230258, + "White_Blood_Cell_Count": 4.400453265, + "Platelet_Count": 383.9647153, + "Albumin_Level": 4.453171905, + "Alkaline_Phosphatase_Level": 54.4544921, + "Alanine_Aminotransferase_Level": 25.32847877, + "Aspartate_Aminotransferase_Level": 15.88872139, + "Creatinine_Level": 1.4750648, + "LDH_Level": 207.4884402, + "Calcium_Level": 8.653223636, + "Phosphorus_Level": 3.045153284, + "Glucose_Level": 118.6333629, + "Potassium_Level": 4.939180629, + "Sodium_Level": 142.2921778, + "Smoking_Pack_Years": 35.60075147 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.6020596, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.97112861, + "White_Blood_Cell_Count": 5.594460019, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.38375932, + "White_Blood_Cell_Count": 7.259393228, + "Platelet_Count": 289.9057288, + "Albumin_Level": 3.646021513, + "Alkaline_Phosphatase_Level": 67.16079762, + "Alanine_Aminotransferase_Level": 15.0104725, + "Aspartate_Aminotransferase_Level": 10.13664548, + "Creatinine_Level": 1.260140428, + "LDH_Level": 133.234492, + "Calcium_Level": 10.05718887, + "Phosphorus_Level": 4.432442438, + "Glucose_Level": 133.223912, + "Potassium_Level": 3.643066534, + "Sodium_Level": 137.2406775, + "Smoking_Pack_Years": 51.55173879 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.24290409, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.16468151, + "White_Blood_Cell_Count": 7.862670311, + "Platelet_Count": 176.6550671, + "Albumin_Level": 4.842569077, + "Alkaline_Phosphatase_Level": 60.32558736, + "Alanine_Aminotransferase_Level": 22.52559455, + "Aspartate_Aminotransferase_Level": 28.17349075, + "Creatinine_Level": 0.749212417, + "LDH_Level": 109.0164073, + "Calcium_Level": 9.417069405, + "Phosphorus_Level": 3.277932092, + "Glucose_Level": 109.7762461, + "Potassium_Level": 4.665941218, + "Sodium_Level": 137.547697, + "Smoking_Pack_Years": 17.92773693 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.96811972, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 29.48855103, + "Creatinine_Level": 1.021185686, + "LDH_Level": 123.3749165, + "Calcium_Level": 8.153540118, + "Phosphorus_Level": 4.129980276, + "Glucose_Level": 91.15490147, + "Potassium_Level": 4.144536589, + "Sodium_Level": 144.0375008, + "Smoking_Pack_Years": 79.15995411 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.76599909, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.94215618, + "White_Blood_Cell_Count": 9.209328742, + "Platelet_Count": 381.716612, + "Albumin_Level": 3.664274769, + "Alkaline_Phosphatase_Level": 87.7743095, + "Alanine_Aminotransferase_Level": 23.78538992, + "Aspartate_Aminotransferase_Level": 39.02153726, + "Creatinine_Level": 0.9377532, + "LDH_Level": 239.1651567, + "Calcium_Level": 8.278976155, + "Phosphorus_Level": 2.93894765, + "Glucose_Level": 139.1780995, + "Potassium_Level": 4.050721825, + "Sodium_Level": 136.8521832, + "Smoking_Pack_Years": 21.13781988 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.1500331, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.31277854, + "White_Blood_Cell_Count": 4.360664973, + "Platelet_Count": 192.2822941, + "Albumin_Level": 3.414149654, + "Alkaline_Phosphatase_Level": 71.71363113, + "Alanine_Aminotransferase_Level": 17.24907823, + "Aspartate_Aminotransferase_Level": 36.97140045, + "Creatinine_Level": 1.13305916, + "LDH_Level": 161.462141, + "Calcium_Level": 8.322426417, + "Phosphorus_Level": 4.092799624, + "Glucose_Level": 81.16559115, + "Potassium_Level": 4.750924225, + "Sodium_Level": 142.0464914, + "Smoking_Pack_Years": 0.095917966 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.12702812, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.48563627, + "White_Blood_Cell_Count": 6.594110924, + "Platelet_Count": 352.7541045, + "Albumin_Level": 3.72994524, + "Alkaline_Phosphatase_Level": 76.62335518, + "Alanine_Aminotransferase_Level": 39.78955333, + "Aspartate_Aminotransferase_Level": 25.33775091, + "Creatinine_Level": 0.65437038, + "LDH_Level": 183.835212, + "Calcium_Level": 8.448963882, + "Phosphorus_Level": 3.973980079, + "Glucose_Level": 127.6979013, + "Potassium_Level": 4.755006186, + "Sodium_Level": 141.2536893, + "Smoking_Pack_Years": 92.39505791 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.45081438, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.52588036, + "White_Blood_Cell_Count": 4.565783635, + "Platelet_Count": 280.9250169, + "Albumin_Level": 3.712881698, + "Alkaline_Phosphatase_Level": 109.5679335, + "Alanine_Aminotransferase_Level": 27.37134261, + "Aspartate_Aminotransferase_Level": 32.98407835, + "Creatinine_Level": 1.471697351, + "LDH_Level": 152.8394858, + "Calcium_Level": 8.280621954, + "Phosphorus_Level": 2.698571221, + "Glucose_Level": 99.04044133, + "Potassium_Level": 3.502613453, + "Sodium_Level": 137.4458768, + "Smoking_Pack_Years": 42.0504005 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.74927894, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.75728619, + "White_Blood_Cell_Count": 6.927931771, + "Platelet_Count": 211.0297927, + "Albumin_Level": 3.555268852, + "Alkaline_Phosphatase_Level": 31.60486655, + "Alanine_Aminotransferase_Level": 36.61175532, + "Aspartate_Aminotransferase_Level": 39.06150184, + "Creatinine_Level": 0.791456761, + "LDH_Level": 138.5736314, + "Calcium_Level": 9.623312188, + "Phosphorus_Level": 2.719636814, + "Glucose_Level": 85.69144506, + "Potassium_Level": 3.545825646, + "Sodium_Level": 141.3594584, + "Smoking_Pack_Years": 32.4557588 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.13928798, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.58632477, + "White_Blood_Cell_Count": 5.985055445, + "Platelet_Count": 332.4333982, + "Albumin_Level": 4.083153396, + "Alkaline_Phosphatase_Level": 99.72602861, + "Alanine_Aminotransferase_Level": 18.922956, + "Aspartate_Aminotransferase_Level": 41.39359968, + "Creatinine_Level": 0.856485704, + "LDH_Level": 156.0801048, + "Calcium_Level": 8.49811562, + "Phosphorus_Level": 4.086260944, + "Glucose_Level": 75.87543403, + "Potassium_Level": 3.876874321, + "Sodium_Level": 135.6907603, + "Smoking_Pack_Years": 29.48970928 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.83026763, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.1228257, + "White_Blood_Cell_Count": 5.481956657, + "Platelet_Count": 164.004495, + "Albumin_Level": 4.003263262, + "Alkaline_Phosphatase_Level": 76.4156583, + "Alanine_Aminotransferase_Level": 14.2084623, + "Aspartate_Aminotransferase_Level": 33.13260157, + "Creatinine_Level": 0.794169669, + "LDH_Level": 195.7059489, + "Calcium_Level": 10.47761162, + "Phosphorus_Level": 4.440803473, + "Glucose_Level": 80.35608718, + "Potassium_Level": 3.798333343, + "Sodium_Level": 137.9287229, + "Smoking_Pack_Years": 70.7895279 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.25980869, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.74698391, + "White_Blood_Cell_Count": 5.768989218, + "Platelet_Count": 435.4901012, + "Albumin_Level": 3.337983287, + "Alkaline_Phosphatase_Level": 46.50577582, + "Alanine_Aminotransferase_Level": 34.96177782, + "Aspartate_Aminotransferase_Level": 14.49525744, + "Creatinine_Level": 0.774810018, + "LDH_Level": 217.2479438, + "Calcium_Level": 9.936249269, + "Phosphorus_Level": 4.818964035, + "Glucose_Level": 125.6625516, + "Potassium_Level": 4.362496495, + "Sodium_Level": 144.1260357, + "Smoking_Pack_Years": 71.99255775 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.01358576, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.30947416, + "White_Blood_Cell_Count": 9.489400724, + "Platelet_Count": 173.0570351, + "Albumin_Level": 4.283036327, + "Alkaline_Phosphatase_Level": 62.33844912, + "Alanine_Aminotransferase_Level": 33.7999208, + "Aspartate_Aminotransferase_Level": 48.16951428, + "Creatinine_Level": 0.620574722, + "LDH_Level": 243.5770256, + "Calcium_Level": 8.719511633, + "Phosphorus_Level": 4.446399166, + "Glucose_Level": 142.8276117, + "Potassium_Level": 3.869907116, + "Sodium_Level": 137.9960589, + "Smoking_Pack_Years": 32.15377568 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.36474962, + "Tumor_Location": 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"Glucose_Level": 148.1082372, + "Potassium_Level": 4.843918558, + "Sodium_Level": 138.8739416, + "Smoking_Pack_Years": 87.46788827 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.67079385, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.97654951, + "White_Blood_Cell_Count": 6.101813727, + "Platelet_Count": 362.4574681, + "Albumin_Level": 3.380327042, + "Alkaline_Phosphatase_Level": 41.58198667, + "Alanine_Aminotransferase_Level": 39.6450531, + "Aspartate_Aminotransferase_Level": 28.61125614, + "Creatinine_Level": 0.834653045, + "LDH_Level": 202.3934558, + "Calcium_Level": 9.287413011, + "Phosphorus_Level": 2.595826608, + "Glucose_Level": 136.4373905, + "Potassium_Level": 4.729945436, + "Sodium_Level": 142.600967, + "Smoking_Pack_Years": 88.95032049 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.08789968, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.32687504, + "White_Blood_Cell_Count": 8.098113994, + "Platelet_Count": 290.4206487, + "Albumin_Level": 4.229123329, + "Alkaline_Phosphatase_Level": 73.8653512, + "Alanine_Aminotransferase_Level": 32.84922645, + "Aspartate_Aminotransferase_Level": 42.27095191, + "Creatinine_Level": 1.115327869, + "LDH_Level": 150.9013487, + "Calcium_Level": 9.060303622, + "Phosphorus_Level": 3.302216179, + "Glucose_Level": 144.6837557, + "Potassium_Level": 4.043070616, + "Sodium_Level": 141.0443769, + "Smoking_Pack_Years": 54.34204883 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.10043508, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.90184053, + "White_Blood_Cell_Count": 6.139071762, + "Platelet_Count": 309.5313621, + "Albumin_Level": 3.835757729, + "Alkaline_Phosphatase_Level": 106.608363, + "Alanine_Aminotransferase_Level": 34.97377083, + "Aspartate_Aminotransferase_Level": 36.76500263, + "Creatinine_Level": 0.511997411, + "LDH_Level": 238.4983687, + "Calcium_Level": 8.394830024, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 106.2642658, + "Alanine_Aminotransferase_Level": 15.44163032, + "Aspartate_Aminotransferase_Level": 10.93034299, + "Creatinine_Level": 0.657535464, + "LDH_Level": 106.335233, + "Calcium_Level": 10.19815145, + "Phosphorus_Level": 4.734317788, + "Glucose_Level": 111.2973877, + "Potassium_Level": 4.808900328, + "Sodium_Level": 139.1225103, + "Smoking_Pack_Years": 12.88958695 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.41118527, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.83005431, + "White_Blood_Cell_Count": 7.757653917, + "Platelet_Count": 241.3659751, + "Albumin_Level": 4.270908189, + "Alkaline_Phosphatase_Level": 47.06367756, + "Alanine_Aminotransferase_Level": 7.940875462, + "Aspartate_Aminotransferase_Level": 34.52413402, + "Creatinine_Level": 1.134563295, + "LDH_Level": 219.701998, + "Calcium_Level": 8.783295754, + "Phosphorus_Level": 2.536312314, + "Glucose_Level": 133.7608043, + "Potassium_Level": 3.511071609, + "Sodium_Level": 141.5471824, + "Smoking_Pack_Years": 8.367828801 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.30763197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.22331825, + "White_Blood_Cell_Count": 5.730529617, + "Platelet_Count": 192.4302178, + "Albumin_Level": 3.886640212, + "Alkaline_Phosphatase_Level": 117.0832943, + "Alanine_Aminotransferase_Level": 22.16807186, + "Aspartate_Aminotransferase_Level": 41.87237796, + "Creatinine_Level": 1.207366617, + "LDH_Level": 126.7318122, + "Calcium_Level": 10.33062151, + 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"Alkaline_Phosphatase_Level": 35.56413319, + "Alanine_Aminotransferase_Level": 16.94951815, + "Aspartate_Aminotransferase_Level": 14.85406661, + "Creatinine_Level": 0.919281711, + "LDH_Level": 176.0367389, + "Calcium_Level": 8.910593837, + "Phosphorus_Level": 2.859406455, + "Glucose_Level": 129.2764093, + "Potassium_Level": 4.875213385, + "Sodium_Level": 141.061957, + "Smoking_Pack_Years": 93.11858601 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.49669429, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.91687115, + "White_Blood_Cell_Count": 9.91254765, + "Platelet_Count": 182.061057, + "Albumin_Level": 4.783134052, + "Alkaline_Phosphatase_Level": 84.71855556, + "Alanine_Aminotransferase_Level": 14.01188177, + "Aspartate_Aminotransferase_Level": 40.05285463, + "Creatinine_Level": 0.802507836, + "LDH_Level": 189.7899158, + "Calcium_Level": 8.957762459, + "Phosphorus_Level": 4.568931646, + "Glucose_Level": 93.06311968, + "Potassium_Level": 4.823000849, + "Sodium_Level": 138.8662428, + "Smoking_Pack_Years": 84.38884444 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.7624612, + "White_Blood_Cell_Count": 5.351028856, + "Platelet_Count": 375.3921395, + "Albumin_Level": 4.988112105, + "Alkaline_Phosphatase_Level": 79.40586799, + "Alanine_Aminotransferase_Level": 8.797226156, + "Aspartate_Aminotransferase_Level": 40.63508488, + "Creatinine_Level": 1.077755375, + "LDH_Level": 140.7459667, + "Calcium_Level": 8.68238232, + "Phosphorus_Level": 3.141780706, + "Glucose_Level": 118.2047178, + "Potassium_Level": 4.280158119, + "Sodium_Level": 141.7351968, + "Smoking_Pack_Years": 6.34697163 + }, + { + "Age": 60, + "Gender": "Male", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.11093778, + "White_Blood_Cell_Count": 8.613814824, + "Platelet_Count": 266.4379535, + "Albumin_Level": 3.98236126, + "Alkaline_Phosphatase_Level": 35.34664888, + "Alanine_Aminotransferase_Level": 24.16934725, + "Aspartate_Aminotransferase_Level": 23.70158985, + "Creatinine_Level": 0.539651941, + "LDH_Level": 156.6338413, + "Calcium_Level": 8.59217119, + "Phosphorus_Level": 4.37622403, + "Glucose_Level": 111.2243775, + "Potassium_Level": 4.413767603, + "Sodium_Level": 142.4845694, + "Smoking_Pack_Years": 80.37004965 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.609631925, + "Phosphorus_Level": 4.870163981, + "Glucose_Level": 145.3707513, + "Potassium_Level": 4.505693919, + "Sodium_Level": 144.1350819, + "Smoking_Pack_Years": 20.10008378 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.97863855, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.13102906, + "White_Blood_Cell_Count": 4.153139254, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.57859677, + "White_Blood_Cell_Count": 7.584014163, + "Platelet_Count": 362.8397731, + "Albumin_Level": 3.221616201, + "Alkaline_Phosphatase_Level": 96.61715026, + "Alanine_Aminotransferase_Level": 12.14622863, + "Aspartate_Aminotransferase_Level": 16.01937086, + "Creatinine_Level": 0.674717414, + "LDH_Level": 126.1693485, + "Calcium_Level": 9.803738756, + "Phosphorus_Level": 4.318563856, + "Glucose_Level": 75.99217479, + "Potassium_Level": 3.92807264, + "Sodium_Level": 136.1478867, + "Smoking_Pack_Years": 58.05919055 + }, + { + "Age": 74, + "Gender": 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185.8980868, + "Calcium_Level": 9.979958369, + "Phosphorus_Level": 2.589596944, + "Glucose_Level": 97.1032234, + "Potassium_Level": 4.534532025, + "Sodium_Level": 135.8413267, + "Smoking_Pack_Years": 10.03663963 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.2604109, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.09788787, + "White_Blood_Cell_Count": 9.546841013, + 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0.575906448, + "LDH_Level": 188.7883887, + "Calcium_Level": 8.75713407, + "Phosphorus_Level": 3.307560434, + "Glucose_Level": 79.71790213, + "Potassium_Level": 4.804203272, + "Sodium_Level": 142.3997638, + "Smoking_Pack_Years": 96.71325902 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.05194581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.37590965, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.87865148, + "White_Blood_Cell_Count": 7.573678595, + "Platelet_Count": 443.3123353, + "Albumin_Level": 3.243946758, + "Alkaline_Phosphatase_Level": 44.32580242, + "Alanine_Aminotransferase_Level": 12.33644005, + "Aspartate_Aminotransferase_Level": 42.3712508, + "Creatinine_Level": 0.532638947, + "LDH_Level": 137.3653793, + "Calcium_Level": 8.812641612, + "Phosphorus_Level": 3.543328893, + "Glucose_Level": 82.45695819, + "Potassium_Level": 3.740316084, + "Sodium_Level": 139.6498174, + "Smoking_Pack_Years": 31.98678816 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.26819841, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 35.27179508, + "Creatinine_Level": 1.482254279, + "LDH_Level": 122.7605939, + "Calcium_Level": 9.947536709, + "Phosphorus_Level": 2.628840474, + "Glucose_Level": 96.12295933, + "Potassium_Level": 4.435169666, + "Sodium_Level": 136.920674, + "Smoking_Pack_Years": 26.69549797 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.47412054, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 62, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.22728917, + "White_Blood_Cell_Count": 7.080649297, + "Platelet_Count": 280.5817468, + "Albumin_Level": 3.523899904, + "Alkaline_Phosphatase_Level": 114.7877044, + "Alanine_Aminotransferase_Level": 12.60189271, + "Aspartate_Aminotransferase_Level": 43.97006473, + "Creatinine_Level": 0.934120741, + "LDH_Level": 108.1704493, + "Calcium_Level": 8.692083585, + "Phosphorus_Level": 4.622106584, + "Glucose_Level": 124.5293824, + "Potassium_Level": 3.80384348, + "Sodium_Level": 136.8547182, + "Smoking_Pack_Years": 94.34511256 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.12567027, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.0725646, + "White_Blood_Cell_Count": 5.920915691, + "Platelet_Count": 300.988834, + "Albumin_Level": 3.529375694, + "Alkaline_Phosphatase_Level": 51.23773703, + "Alanine_Aminotransferase_Level": 33.67050002, + "Aspartate_Aminotransferase_Level": 14.40843077, + "Creatinine_Level": 0.888764673, + "LDH_Level": 201.088966, + "Calcium_Level": 9.457424603, + "Phosphorus_Level": 2.718983199, + "Glucose_Level": 117.5514092, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 26.04689487, + "Aspartate_Aminotransferase_Level": 39.79767534, + "Creatinine_Level": 1.063179382, + "LDH_Level": 193.773215, + "Calcium_Level": 8.873983024, + "Phosphorus_Level": 3.99985964, + "Glucose_Level": 108.6535521, + "Potassium_Level": 3.992049565, + "Sodium_Level": 144.4801351, + "Smoking_Pack_Years": 34.93781572 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.11024771, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.44724384, + "White_Blood_Cell_Count": 4.223798448, + "Platelet_Count": 205.9310421, + "Albumin_Level": 3.286091067, + "Alkaline_Phosphatase_Level": 61.18186165, + "Alanine_Aminotransferase_Level": 35.06434496, + "Aspartate_Aminotransferase_Level": 41.83685274, + "Creatinine_Level": 1.241880746, + "LDH_Level": 176.424949, + "Calcium_Level": 9.428985984, + "Phosphorus_Level": 4.363803724, + "Glucose_Level": 74.52034079, + "Potassium_Level": 4.981541792, + "Sodium_Level": 144.5545277, + "Smoking_Pack_Years": 50.45210123 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.07929319, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Size_mm": 88.03428457, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.86750256, + "White_Blood_Cell_Count": 4.41964709, + "Platelet_Count": 430.803588, + "Albumin_Level": 3.18028538, + "Alkaline_Phosphatase_Level": 104.0431237, + "Alanine_Aminotransferase_Level": 22.95345829, + "Aspartate_Aminotransferase_Level": 46.75872619, + "Creatinine_Level": 0.889042815, + "LDH_Level": 172.3498627, + "Calcium_Level": 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.53296818, + "White_Blood_Cell_Count": 6.924915944, + "Platelet_Count": 248.782837, + "Albumin_Level": 4.903970958, + "Alkaline_Phosphatase_Level": 61.621115, + "Alanine_Aminotransferase_Level": 15.85360671, + "Aspartate_Aminotransferase_Level": 26.56378327, + "Creatinine_Level": 0.807065802, + "LDH_Level": 238.9831553, + "Calcium_Level": 8.312260677, + "Phosphorus_Level": 3.509753112, + "Glucose_Level": 148.3289671, + "Potassium_Level": 4.614826811, + "Sodium_Level": 143.9850768, + "Smoking_Pack_Years": 80.27000867 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.71183747, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.07532213, + "White_Blood_Cell_Count": 5.133515333, + "Platelet_Count": 270.3403076, + "Albumin_Level": 3.902653425, + "Alkaline_Phosphatase_Level": 92.21969082, + "Alanine_Aminotransferase_Level": 16.10867903, + "Aspartate_Aminotransferase_Level": 21.21777693, + "Creatinine_Level": 0.677366287, 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.379045, + "White_Blood_Cell_Count": 4.606301349, + "Platelet_Count": 435.6328819, + "Albumin_Level": 4.684287696, + "Alkaline_Phosphatase_Level": 75.59077669, + "Alanine_Aminotransferase_Level": 21.7034432, + "Aspartate_Aminotransferase_Level": 12.14265339, + "Creatinine_Level": 0.941599596, + "LDH_Level": 203.3774829, + "Calcium_Level": 9.43661608, + "Phosphorus_Level": 2.796172252, + "Glucose_Level": 130.6849496, + "Potassium_Level": 4.965262573, + "Sodium_Level": 143.9763253, + "Smoking_Pack_Years": 94.6763995 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.90849874, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.82627459, + "White_Blood_Cell_Count": 5.518033317, + "Platelet_Count": 389.2160845, + "Albumin_Level": 3.10676964, + "Alkaline_Phosphatase_Level": 70.94477015, + "Alanine_Aminotransferase_Level": 6.866994523, + "Aspartate_Aminotransferase_Level": 44.72804522, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.67629023, + "White_Blood_Cell_Count": 8.112053129, + "Platelet_Count": 242.0160781, + "Albumin_Level": 4.508300202, + "Alkaline_Phosphatase_Level": 112.1502437, + "Alanine_Aminotransferase_Level": 18.94394165, + "Aspartate_Aminotransferase_Level": 43.34903008, + "Creatinine_Level": 1.199735274, + "LDH_Level": 239.3518596, + "Calcium_Level": 9.18543173, + "Phosphorus_Level": 4.023764111, + "Glucose_Level": 71.55317183, + "Potassium_Level": 4.525650493, + "Sodium_Level": 136.3704046, + "Smoking_Pack_Years": 35.85686106 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.63745227, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.10879987, + "White_Blood_Cell_Count": 8.57145672, + "Platelet_Count": 272.547156, + "Albumin_Level": 4.523450267, + "Alkaline_Phosphatase_Level": 47.43254508, + "Alanine_Aminotransferase_Level": 38.14241269, + "Aspartate_Aminotransferase_Level": 15.11185443, + "Creatinine_Level": 0.989120359, + "LDH_Level": 168.1985263, + "Calcium_Level": 10.47380361, + "Phosphorus_Level": 3.095888763, + "Glucose_Level": 121.2410491, + "Potassium_Level": 4.263055772, + "Sodium_Level": 142.0913815, + "Smoking_Pack_Years": 89.1529501 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.99703668, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.98325284, + "White_Blood_Cell_Count": 6.474780866, + "Platelet_Count": 417.9942549, + "Albumin_Level": 3.061794771, + "Alkaline_Phosphatase_Level": 38.56927462, + "Alanine_Aminotransferase_Level": 8.224988333, + "Aspartate_Aminotransferase_Level": 19.72439824, + "Creatinine_Level": 1.131467212, + "LDH_Level": 163.4630505, + "Calcium_Level": 9.118014461, + "Phosphorus_Level": 2.696219065, + "Glucose_Level": 131.088734, + "Potassium_Level": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.31442201, + "White_Blood_Cell_Count": 3.914933427, + "Platelet_Count": 380.5958776, + "Albumin_Level": 4.825218604, + "Alkaline_Phosphatase_Level": 43.69787219, + "Alanine_Aminotransferase_Level": 19.35802045, + "Aspartate_Aminotransferase_Level": 17.31430752, + "Creatinine_Level": 0.564024928, + "LDH_Level": 177.2069334, + "Calcium_Level": 8.775417793, + "Phosphorus_Level": 2.991063818, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.88309085, + "White_Blood_Cell_Count": 6.183290496, + "Platelet_Count": 338.2506176, + "Albumin_Level": 3.48251964, + "Alkaline_Phosphatase_Level": 104.5631198, + "Alanine_Aminotransferase_Level": 27.27668331, + "Aspartate_Aminotransferase_Level": 36.58085417, + "Creatinine_Level": 1.304592112, + "LDH_Level": 120.1718758, + "Calcium_Level": 10.23680348, + "Phosphorus_Level": 4.175226329, + "Glucose_Level": 120.4837937, + "Potassium_Level": 3.658158024, + "Sodium_Level": 141.1802215, + "Smoking_Pack_Years": 99.31855741 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.78364817, + "White_Blood_Cell_Count": 6.802192273, + "Platelet_Count": 209.5371185, + "Albumin_Level": 4.648470104, + "Alkaline_Phosphatase_Level": 84.66009032, + "Alanine_Aminotransferase_Level": 33.58347628, + "Aspartate_Aminotransferase_Level": 26.45606981, + "Creatinine_Level": 0.534948747, + "LDH_Level": 102.7223401, + "Calcium_Level": 10.39900287, + "Phosphorus_Level": 3.938136817, + "Glucose_Level": 139.6455205, + "Potassium_Level": 4.227942444, + "Sodium_Level": 143.0348245, + "Smoking_Pack_Years": 84.54361624 + }, + { + "Age": 75, + "Gender": "Male", 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173.6742525, + "Calcium_Level": 9.198302739, + "Phosphorus_Level": 2.644952342, + "Glucose_Level": 148.4140333, + "Potassium_Level": 3.690073785, + "Sodium_Level": 135.0212528, + "Smoking_Pack_Years": 9.193410884 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.63315198, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.5485334, + "White_Blood_Cell_Count": 5.806987698, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.55715423, + "White_Blood_Cell_Count": 5.973731735, + "Platelet_Count": 446.9315885, + "Albumin_Level": 4.176539221, + "Alkaline_Phosphatase_Level": 78.0380775, + "Alanine_Aminotransferase_Level": 37.66814066, + "Aspartate_Aminotransferase_Level": 49.99424026, + "Creatinine_Level": 1.302158735, + "LDH_Level": 139.0432601, + "Calcium_Level": 10.17215578, + "Phosphorus_Level": 2.670744864, + "Glucose_Level": 81.55170214, + "Potassium_Level": 4.600443179, + "Sodium_Level": 137.980917, + "Smoking_Pack_Years": 59.15764426 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.81678976, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.2012312, + "White_Blood_Cell_Count": 9.243096647, + "Platelet_Count": 247.81433, + "Albumin_Level": 4.45203256, + "Alkaline_Phosphatase_Level": 104.4493115, + "Alanine_Aminotransferase_Level": 30.5318741, + "Aspartate_Aminotransferase_Level": 18.39481385, + "Creatinine_Level": 0.782984209, + "LDH_Level": 130.8734267, + "Calcium_Level": 8.412471719, + "Phosphorus_Level": 4.69658139, + "Glucose_Level": 93.96811062, + "Potassium_Level": 3.50740025, + "Sodium_Level": 142.4934637, + "Smoking_Pack_Years": 78.84683484 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.80871762, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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143, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.50529773, + "White_Blood_Cell_Count": 6.260904451, + "Platelet_Count": 350.4967308, + "Albumin_Level": 3.718357411, + "Alkaline_Phosphatase_Level": 116.2253094, + "Alanine_Aminotransferase_Level": 26.41827911, + "Aspartate_Aminotransferase_Level": 39.48914577, + "Creatinine_Level": 0.521672736, + "LDH_Level": 171.8625463, + "Calcium_Level": 9.273135406, + "Phosphorus_Level": 2.940570146, + "Glucose_Level": 79.02341004, + "Potassium_Level": 4.109153004, + "Sodium_Level": 142.2756649, + "Smoking_Pack_Years": 97.57557012 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.09987684, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.25426002, + "White_Blood_Cell_Count": 7.421435195, + "Platelet_Count": 167.571786, + "Albumin_Level": 3.174501347, + "Alkaline_Phosphatase_Level": 77.69444273, + "Alanine_Aminotransferase_Level": 9.102375052, + "Aspartate_Aminotransferase_Level": 33.72705701, + "Creatinine_Level": 0.505710202, + "LDH_Level": 227.8418403, + "Calcium_Level": 8.226885924, + "Phosphorus_Level": 4.758090556, + "Glucose_Level": 83.12869155, + "Potassium_Level": 4.452277042, + "Sodium_Level": 144.6432374, + "Smoking_Pack_Years": 99.90964037 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.73701693, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.26583146, + "White_Blood_Cell_Count": 4.444095083, + "Platelet_Count": 212.4304507, + "Albumin_Level": 4.378182246, + "Alkaline_Phosphatase_Level": 74.83542365, + "Alanine_Aminotransferase_Level": 6.60751008, + "Aspartate_Aminotransferase_Level": 45.35274784, + "Creatinine_Level": 1.12627285, + "LDH_Level": 114.9447573, + "Calcium_Level": 9.351021834, + "Phosphorus_Level": 4.119760962, + "Glucose_Level": 96.1687765, + "Potassium_Level": 4.689315047, + "Sodium_Level": 142.7195145, + "Smoking_Pack_Years": 91.41506163 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.2029931, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.03277582, + "White_Blood_Cell_Count": 4.766902935, + "Platelet_Count": 192.1066614, + "Albumin_Level": 3.13179569, + "Alkaline_Phosphatase_Level": 55.13586362, + "Alanine_Aminotransferase_Level": 17.70813869, + "Aspartate_Aminotransferase_Level": 40.71183372, + "Creatinine_Level": 1.396584007, + "LDH_Level": 178.0758066, + "Calcium_Level": 8.923649839, + "Phosphorus_Level": 3.908764622, + "Glucose_Level": 115.0752794, + "Potassium_Level": 4.336854917, + "Sodium_Level": 138.3806097, + "Smoking_Pack_Years": 40.21157929 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.51431637, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.364323, + "White_Blood_Cell_Count": 4.581300466, + "Platelet_Count": 449.6987087, + "Albumin_Level": 4.549119343, + "Alkaline_Phosphatase_Level": 93.04190649, + "Alanine_Aminotransferase_Level": 12.72886763, + "Aspartate_Aminotransferase_Level": 12.84872364, + "Creatinine_Level": 0.527012753, + "LDH_Level": 116.2676092, + "Calcium_Level": 8.093339673, + "Phosphorus_Level": 3.012569835, + "Glucose_Level": 145.8965276, + "Potassium_Level": 4.57815627, + "Sodium_Level": 136.9909511, + "Smoking_Pack_Years": 23.33345216 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.04627863, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.04865612, + "White_Blood_Cell_Count": 9.257914945, + "Platelet_Count": 326.9414417, + "Albumin_Level": 3.168892296, + "Alkaline_Phosphatase_Level": 86.29352993, + "Alanine_Aminotransferase_Level": 7.311320114, + "Aspartate_Aminotransferase_Level": 15.05193333, + "Creatinine_Level": 0.565893162, + "LDH_Level": 128.5382948, + "Calcium_Level": 8.244886759, + "Phosphorus_Level": 3.347478837, + "Glucose_Level": 126.2401033, + "Potassium_Level": 4.003445065, + "Sodium_Level": 144.3578261, + "Smoking_Pack_Years": 60.77834764 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.57690884, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.08725884, + "White_Blood_Cell_Count": 6.538476388, + "Platelet_Count": 306.2881588, + "Albumin_Level": 3.538748289, + "Alkaline_Phosphatase_Level": 97.80636769, + "Alanine_Aminotransferase_Level": 30.69418668, + "Aspartate_Aminotransferase_Level": 32.19578514, + "Creatinine_Level": 1.441847989, + "LDH_Level": 205.6355593, + "Calcium_Level": 9.936239157, + "Phosphorus_Level": 3.592741958, + "Glucose_Level": 72.34225678, + "Potassium_Level": 4.387733222, + "Sodium_Level": 141.5735777, + "Smoking_Pack_Years": 24.76425046 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.79422461, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.88713626, + "White_Blood_Cell_Count": 6.570459714, + "Platelet_Count": 262.5214736, + "Albumin_Level": 3.588164991, + "Alkaline_Phosphatase_Level": 115.5348916, + "Alanine_Aminotransferase_Level": 32.98115686, + "Aspartate_Aminotransferase_Level": 13.09281999, + "Creatinine_Level": 1.0949518, + "LDH_Level": 141.8206091, + "Calcium_Level": 9.223371786, + "Phosphorus_Level": 2.750307984, + "Glucose_Level": 89.02992288, + "Potassium_Level": 3.650684442, + "Sodium_Level": 135.2368499, + "Smoking_Pack_Years": 41.89468254 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.76271327, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.72400984, + "White_Blood_Cell_Count": 9.551606336, + "Platelet_Count": 163.3358186, + "Albumin_Level": 3.242831164, + "Alkaline_Phosphatase_Level": 35.28343551, + "Alanine_Aminotransferase_Level": 16.12730219, + "Aspartate_Aminotransferase_Level": 23.25067636, + "Creatinine_Level": 0.887755215, + "LDH_Level": 145.2565693, + "Calcium_Level": 10.30643792, + "Phosphorus_Level": 4.342509323, + "Glucose_Level": 148.9680266, + "Potassium_Level": 4.362552792, + "Sodium_Level": 137.3456278, + "Smoking_Pack_Years": 99.18143433 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.02264611, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.39258545, + "White_Blood_Cell_Count": 4.932733763, + "Platelet_Count": 317.7797723, + "Albumin_Level": 3.682642951, + "Alkaline_Phosphatase_Level": 89.15298266, + "Alanine_Aminotransferase_Level": 36.47228751, + "Aspartate_Aminotransferase_Level": 47.82797387, + "Creatinine_Level": 0.543344161, + "LDH_Level": 142.6151814, + "Calcium_Level": 8.542380548, + "Phosphorus_Level": 3.031616841, + "Glucose_Level": 128.9909962, + "Potassium_Level": 3.864627377, + "Sodium_Level": 139.2492688, + "Smoking_Pack_Years": 71.50070928 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.4360293, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.89690357, + "White_Blood_Cell_Count": 8.55415336, + "Platelet_Count": 151.663554, + "Albumin_Level": 3.519178861, + "Alkaline_Phosphatase_Level": 40.86209593, + "Alanine_Aminotransferase_Level": 31.43252888, + "Aspartate_Aminotransferase_Level": 12.87390302, + "Creatinine_Level": 0.700846551, + "LDH_Level": 108.8192116, + "Calcium_Level": 9.817018309, + "Phosphorus_Level": 3.409012675, + "Glucose_Level": 119.356115, + "Potassium_Level": 3.651850541, + "Sodium_Level": 136.2449102, + "Smoking_Pack_Years": 31.84888461 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.32679225, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.83397782, + "White_Blood_Cell_Count": 7.2656775, + "Platelet_Count": 156.6107037, + "Albumin_Level": 4.100087987, + "Alkaline_Phosphatase_Level": 114.7893216, + "Alanine_Aminotransferase_Level": 24.06044426, + "Aspartate_Aminotransferase_Level": 34.08925911, + "Creatinine_Level": 0.918876696, + "LDH_Level": 112.4574262, + "Calcium_Level": 8.067178691, + "Phosphorus_Level": 2.984208854, + "Glucose_Level": 82.92574643, + "Potassium_Level": 4.320775336, + "Sodium_Level": 144.3719213, + "Smoking_Pack_Years": 65.15498359 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.39118165, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.95355697, + "White_Blood_Cell_Count": 4.290697696, + "Platelet_Count": 307.1521395, + "Albumin_Level": 4.775910039, + "Alkaline_Phosphatase_Level": 31.53112794, + "Alanine_Aminotransferase_Level": 11.24046451, + "Aspartate_Aminotransferase_Level": 34.02578033, + "Creatinine_Level": 1.185691659, + "LDH_Level": 111.373393, + "Calcium_Level": 9.461773737, + "Phosphorus_Level": 3.590868116, + "Glucose_Level": 102.7910637, + "Potassium_Level": 3.816786538, + "Sodium_Level": 135.5214036, + "Smoking_Pack_Years": 14.42855353 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.44344564, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.25099434, + "White_Blood_Cell_Count": 9.875126877, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.38568008, + "White_Blood_Cell_Count": 7.582707258, + "Platelet_Count": 215.0958576, + "Albumin_Level": 4.498299139, + "Alkaline_Phosphatase_Level": 31.27163943, + "Alanine_Aminotransferase_Level": 19.61608538, + "Aspartate_Aminotransferase_Level": 31.45329041, + "Creatinine_Level": 0.672728673, + "LDH_Level": 193.0505712, + "Calcium_Level": 8.629410543, + "Phosphorus_Level": 3.111218217, + "Glucose_Level": 115.8862861, + "Potassium_Level": 4.197126917, + "Sodium_Level": 135.7199993, + "Smoking_Pack_Years": 83.43389457 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.20777178, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.97287258, + "White_Blood_Cell_Count": 5.629095996, + "Platelet_Count": 428.2409964, + "Albumin_Level": 4.36129334, + "Alkaline_Phosphatase_Level": 96.41868159, + "Alanine_Aminotransferase_Level": 37.82528515, + "Aspartate_Aminotransferase_Level": 19.297972, + "Creatinine_Level": 0.703522512, + "LDH_Level": 200.1949075, + "Calcium_Level": 9.999977308, + "Phosphorus_Level": 3.234539191, + "Glucose_Level": 111.3096875, + "Potassium_Level": 4.146360136, + "Sodium_Level": 139.2768789, + "Smoking_Pack_Years": 52.69159243 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.7462956, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.3017236, + "White_Blood_Cell_Count": 5.018252795, + "Platelet_Count": 416.3724025, + "Albumin_Level": 4.043533063, + "Alkaline_Phosphatase_Level": 105.1684316, + "Alanine_Aminotransferase_Level": 26.94878168, + "Aspartate_Aminotransferase_Level": 26.19235651, + "Creatinine_Level": 0.91224911, + "LDH_Level": 128.3544957, + "Calcium_Level": 10.3050384, + "Phosphorus_Level": 3.629293703, + "Glucose_Level": 97.81239886, + "Potassium_Level": 3.700319535, + "Sodium_Level": 141.7771438, + "Smoking_Pack_Years": 90.66271694 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.50104792, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.42990184, + "White_Blood_Cell_Count": 5.872697969, + "Platelet_Count": 379.4869465, + "Albumin_Level": 3.964303183, + "Alkaline_Phosphatase_Level": 72.62372212, + "Alanine_Aminotransferase_Level": 16.18188109, + "Aspartate_Aminotransferase_Level": 45.57997632, + "Creatinine_Level": 0.936991611, + "LDH_Level": 217.5577668, + "Calcium_Level": 9.563747739, + "Phosphorus_Level": 4.060882919, + "Glucose_Level": 149.3123679, + "Potassium_Level": 3.627774225, + "Sodium_Level": 136.7007718, + "Smoking_Pack_Years": 10.64914337 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.26372881, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.25316321, + "White_Blood_Cell_Count": 8.313955805, + "Platelet_Count": 203.5991687, + "Albumin_Level": 3.390688306, + "Alkaline_Phosphatase_Level": 85.39202112, + "Alanine_Aminotransferase_Level": 8.384643557, + "Aspartate_Aminotransferase_Level": 17.04980978, + "Creatinine_Level": 1.2533035, + "LDH_Level": 130.8508131, + "Calcium_Level": 9.970977892, + "Phosphorus_Level": 4.779995824, + "Glucose_Level": 141.4253053, + "Potassium_Level": 4.639595151, + "Sodium_Level": 143.547958, + "Smoking_Pack_Years": 80.66284667 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.95152933, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.19566934, + "White_Blood_Cell_Count": 6.184885828, + "Platelet_Count": 294.5212205, + "Albumin_Level": 4.576449592, + "Alkaline_Phosphatase_Level": 32.51224344, + "Alanine_Aminotransferase_Level": 31.38064771, + "Aspartate_Aminotransferase_Level": 18.35133111, + "Creatinine_Level": 0.502314376, + "LDH_Level": 135.6667887, + "Calcium_Level": 9.639030998, + "Phosphorus_Level": 3.881984553, + "Glucose_Level": 109.0129663, + "Potassium_Level": 4.819256867, + "Sodium_Level": 135.0865557, + "Smoking_Pack_Years": 65.36400977 + }, + { 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1.144034996, + "LDH_Level": 190.4650305, + "Calcium_Level": 9.583668048, + "Phosphorus_Level": 2.573903556, + "Glucose_Level": 123.2596828, + "Potassium_Level": 4.988936596, + "Sodium_Level": 143.9201238, + "Smoking_Pack_Years": 27.8378896 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.38908573, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.78544871, + "White_Blood_Cell_Count": 4.357268367, + "Platelet_Count": 396.4946535, + "Albumin_Level": 3.079159751, + "Alkaline_Phosphatase_Level": 116.2867036, + "Alanine_Aminotransferase_Level": 20.95946997, + "Aspartate_Aminotransferase_Level": 24.96680606, + "Creatinine_Level": 1.249470987, + "LDH_Level": 239.0657166, + "Calcium_Level": 9.033706174, + "Phosphorus_Level": 2.733492305, + "Glucose_Level": 123.1120684, + "Potassium_Level": 3.8282018, + "Sodium_Level": 141.8010506, + "Smoking_Pack_Years": 24.81525475 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.48372844, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.87191896, + "White_Blood_Cell_Count": 5.433679512, + "Platelet_Count": 178.6599872, + "Albumin_Level": 4.220536817, + "Alkaline_Phosphatase_Level": 74.21092934, + "Alanine_Aminotransferase_Level": 23.56623478, + "Aspartate_Aminotransferase_Level": 42.56665925, + "Creatinine_Level": 1.066698265, + "LDH_Level": 232.8945447, + "Calcium_Level": 8.529971909, + "Phosphorus_Level": 3.416851758, + "Glucose_Level": 118.3660302, + "Potassium_Level": 3.675585938, + "Sodium_Level": 138.7323393, + "Smoking_Pack_Years": 61.31887831 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.55993201, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.51771325, + "White_Blood_Cell_Count": 4.292948444, + "Platelet_Count": 187.9556565, + "Albumin_Level": 4.810170874, + "Alkaline_Phosphatase_Level": 104.6195411, + "Alanine_Aminotransferase_Level": 15.9960806, + "Aspartate_Aminotransferase_Level": 21.40901143, + "Creatinine_Level": 1.094806484, + "LDH_Level": 117.4144393, + "Calcium_Level": 8.496220869, + "Phosphorus_Level": 2.948836962, + "Glucose_Level": 116.1447554, + "Potassium_Level": 3.553479264, + "Sodium_Level": 138.8516153, + "Smoking_Pack_Years": 84.39872822 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.29513089, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.79268691, + "White_Blood_Cell_Count": 9.524784952, + "Platelet_Count": 170.8488936, + "Albumin_Level": 4.571265764, + "Alkaline_Phosphatase_Level": 119.5642707, + "Alanine_Aminotransferase_Level": 37.3093889, + "Aspartate_Aminotransferase_Level": 23.00927003, + "Creatinine_Level": 1.019225092, + "LDH_Level": 236.8777452, + "Calcium_Level": 10.42095038, + "Phosphorus_Level": 2.749324415, + "Glucose_Level": 70.78472264, + "Potassium_Level": 4.321357276, + "Sodium_Level": 138.0600889, + "Smoking_Pack_Years": 46.6665522 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.86607393, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.53960244, + "White_Blood_Cell_Count": 9.637942529, + "Platelet_Count": 292.737514, + "Albumin_Level": 3.815810905, + "Alkaline_Phosphatase_Level": 66.54711864, + "Alanine_Aminotransferase_Level": 23.32646899, + "Aspartate_Aminotransferase_Level": 22.12970631, + "Creatinine_Level": 1.073711004, + "LDH_Level": 127.7267077, + "Calcium_Level": 8.587052987, + "Phosphorus_Level": 3.706515565, + "Glucose_Level": 106.0805477, + "Potassium_Level": 3.571523054, + "Sodium_Level": 139.5204738, + "Smoking_Pack_Years": 50.20457699 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.66536329, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.28516151, + "White_Blood_Cell_Count": 4.020548884, + "Platelet_Count": 316.8577479, + "Albumin_Level": 4.269593985, + "Alkaline_Phosphatase_Level": 30.96960138, + "Alanine_Aminotransferase_Level": 14.32016935, + "Aspartate_Aminotransferase_Level": 44.19935413, + "Creatinine_Level": 1.271617799, + "LDH_Level": 212.3045938, + "Calcium_Level": 9.23956354, + "Phosphorus_Level": 4.564633923, + "Glucose_Level": 129.8798286, + "Potassium_Level": 3.6137026, + "Sodium_Level": 135.8837495, + "Smoking_Pack_Years": 54.00355909 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.23837705, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.65796464, + "White_Blood_Cell_Count": 3.962435096, + "Platelet_Count": 423.8736503, + "Albumin_Level": 4.664452167, + "Alkaline_Phosphatase_Level": 59.32471754, + "Alanine_Aminotransferase_Level": 8.22548385, + "Aspartate_Aminotransferase_Level": 16.97769834, + "Creatinine_Level": 0.6854401, + "LDH_Level": 147.1462498, + "Calcium_Level": 8.986195461, + "Phosphorus_Level": 4.132929642, + "Glucose_Level": 95.82388567, + "Potassium_Level": 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22.97583424, + "Aspartate_Aminotransferase_Level": 11.96999586, + "Creatinine_Level": 1.139574021, + "LDH_Level": 195.8330397, + "Calcium_Level": 8.659428498, + "Phosphorus_Level": 3.653669449, + "Glucose_Level": 111.1199771, + "Potassium_Level": 4.517143496, + "Sodium_Level": 137.5583397, + "Smoking_Pack_Years": 39.95320926 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.91347821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 83, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.87017092, + "White_Blood_Cell_Count": 5.881437191, + "Platelet_Count": 311.4718339, + "Albumin_Level": 4.812354719, + "Alkaline_Phosphatase_Level": 76.08549573, + "Alanine_Aminotransferase_Level": 13.50336716, + "Aspartate_Aminotransferase_Level": 10.15269661, + "Creatinine_Level": 0.828795737, + "LDH_Level": 190.0208338, + "Calcium_Level": 8.026154034, + "Phosphorus_Level": 4.079646577, + "Glucose_Level": 80.54465408, + "Potassium_Level": 4.7110081, + "Sodium_Level": 143.2496489, + "Smoking_Pack_Years": 11.6097306 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.98018125, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.91754609, + "White_Blood_Cell_Count": 8.426511847, + "Platelet_Count": 383.2763122, + "Albumin_Level": 3.268851827, + "Alkaline_Phosphatase_Level": 107.3678112, + "Alanine_Aminotransferase_Level": 9.975527444, + "Aspartate_Aminotransferase_Level": 36.79666882, + "Creatinine_Level": 1.196678905, + "LDH_Level": 200.0095823, + "Calcium_Level": 10.3344466, + "Phosphorus_Level": 3.676584095, + "Glucose_Level": 71.47533416, + 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"Alanine_Aminotransferase_Level": 36.46123353, + "Aspartate_Aminotransferase_Level": 37.79553737, + "Creatinine_Level": 0.750126848, + "LDH_Level": 148.3157214, + "Calcium_Level": 8.519441026, + "Phosphorus_Level": 4.847854521, + "Glucose_Level": 146.2703231, + "Potassium_Level": 3.866651079, + "Sodium_Level": 140.1027748, + "Smoking_Pack_Years": 89.63138811 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.5601903, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.24745481, + "White_Blood_Cell_Count": 7.725292116, + "Platelet_Count": 357.4200225, + "Albumin_Level": 3.819190239, + "Alkaline_Phosphatase_Level": 42.46036319, + "Alanine_Aminotransferase_Level": 36.15707113, + "Aspartate_Aminotransferase_Level": 30.27424283, + "Creatinine_Level": 0.800364319, + "LDH_Level": 170.313496, + "Calcium_Level": 9.527066198, + "Phosphorus_Level": 4.357081859, + "Glucose_Level": 102.7028513, + "Potassium_Level": 4.225330325, + "Sodium_Level": 140.7260311, + "Smoking_Pack_Years": 27.34218641 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.83445466, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.17895968, + "White_Blood_Cell_Count": 7.347662167, + "Platelet_Count": 163.8557284, + "Albumin_Level": 3.776461507, + "Alkaline_Phosphatase_Level": 74.58502541, + "Alanine_Aminotransferase_Level": 34.79663935, + "Aspartate_Aminotransferase_Level": 41.5513611, + "Creatinine_Level": 0.606382994, + "LDH_Level": 204.6169331, + "Calcium_Level": 10.00248385, + "Phosphorus_Level": 2.670540585, + "Glucose_Level": 84.33946116, + "Potassium_Level": 4.170669556, + "Sodium_Level": 137.1715255, + "Smoking_Pack_Years": 36.16129117 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.60726339, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.12791793, + "White_Blood_Cell_Count": 7.936951269, + "Platelet_Count": 252.2410099, + "Albumin_Level": 3.665493897, + "Alkaline_Phosphatase_Level": 113.2293435, + "Alanine_Aminotransferase_Level": 25.87870823, + "Aspartate_Aminotransferase_Level": 44.7539548, + "Creatinine_Level": 1.409207256, + "LDH_Level": 136.6938147, + "Calcium_Level": 9.747201913, + "Phosphorus_Level": 4.817295404, + "Glucose_Level": 147.2829593, + "Potassium_Level": 4.966535279, + "Sodium_Level": 140.2170626, + "Smoking_Pack_Years": 74.71824173 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.18268721, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 6.116585883, + "Aspartate_Aminotransferase_Level": 39.93354917, + "Creatinine_Level": 0.583475077, + "LDH_Level": 157.2455628, + "Calcium_Level": 10.32153609, + "Phosphorus_Level": 4.998744847, + "Glucose_Level": 97.15432146, + "Potassium_Level": 3.925229391, + "Sodium_Level": 139.8400846, + "Smoking_Pack_Years": 0.784948657 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.73911334, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.02983596, + "White_Blood_Cell_Count": 6.988606606, + "Platelet_Count": 211.6795555, + "Albumin_Level": 3.450507733, + "Alkaline_Phosphatase_Level": 75.96096099, + "Alanine_Aminotransferase_Level": 32.66389881, + "Aspartate_Aminotransferase_Level": 12.61317769, + "Creatinine_Level": 1.01094996, + "LDH_Level": 174.1774127, + "Calcium_Level": 10.03756389, + "Phosphorus_Level": 2.643616445, + "Glucose_Level": 108.5128394, + "Potassium_Level": 4.914630837, + "Sodium_Level": 144.7074287, + "Smoking_Pack_Years": 90.95529265 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.55924433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Glucose_Level": 142.0433213, + "Potassium_Level": 4.406029473, + "Sodium_Level": 141.7238817, + "Smoking_Pack_Years": 39.69763311 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.04915608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.17171934, + "White_Blood_Cell_Count": 7.156358455, + "Platelet_Count": 260.7020199, + "Albumin_Level": 3.322859318, + "Alkaline_Phosphatase_Level": 92.86075031, + "Alanine_Aminotransferase_Level": 22.78711697, + "Aspartate_Aminotransferase_Level": 25.59732588, + "Creatinine_Level": 0.807260805, + "LDH_Level": 179.5734487, + "Calcium_Level": 8.066115312, + "Phosphorus_Level": 3.966909531, + "Glucose_Level": 142.9704466, + "Potassium_Level": 3.8503367, + "Sodium_Level": 135.4133063, + "Smoking_Pack_Years": 49.74559435 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.78787018, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.26128122, + "White_Blood_Cell_Count": 8.219930409, + "Platelet_Count": 440.2629797, + "Albumin_Level": 3.195381407, + "Alkaline_Phosphatase_Level": 31.78854802, + "Alanine_Aminotransferase_Level": 39.33120717, + "Aspartate_Aminotransferase_Level": 13.70683025, + "Creatinine_Level": 1.498854243, + "LDH_Level": 184.7376073, + "Calcium_Level": 8.441851315, + "Phosphorus_Level": 4.427547252, + "Glucose_Level": 102.2197866, + "Potassium_Level": 3.60189751, + "Sodium_Level": 144.1019154, + "Smoking_Pack_Years": 1.58309014 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.52696619, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.11115557, + "White_Blood_Cell_Count": 5.413578585, + "Platelet_Count": 418.4138883, + "Albumin_Level": 4.511500063, + "Alkaline_Phosphatase_Level": 54.27254164, + "Alanine_Aminotransferase_Level": 37.35714517, + "Aspartate_Aminotransferase_Level": 35.17879638, + "Creatinine_Level": 0.934476783, + "LDH_Level": 161.036731, + "Calcium_Level": 8.202127091, + "Phosphorus_Level": 4.284981108, + "Glucose_Level": 110.9278327, + "Potassium_Level": 4.01439438, + "Sodium_Level": 136.0748464, + "Smoking_Pack_Years": 78.4925202 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.94638662, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.54860731, + "White_Blood_Cell_Count": 9.427910161, + "Platelet_Count": 242.5897821, + "Albumin_Level": 3.316650203, + "Alkaline_Phosphatase_Level": 88.21791574, + "Alanine_Aminotransferase_Level": 7.717631962, + "Aspartate_Aminotransferase_Level": 19.62393377, + "Creatinine_Level": 1.14164328, + "LDH_Level": 234.328081, + "Calcium_Level": 10.0042126, + "Phosphorus_Level": 3.867328422, + "Glucose_Level": 143.1697908, + "Potassium_Level": 4.690032357, + "Sodium_Level": 137.849515, + "Smoking_Pack_Years": 55.17755388 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.82186801, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.95514363, + "White_Blood_Cell_Count": 4.052631877, + "Platelet_Count": 339.006656, + "Albumin_Level": 3.721789824, + "Alkaline_Phosphatase_Level": 49.37694755, + "Alanine_Aminotransferase_Level": 28.97317614, + "Aspartate_Aminotransferase_Level": 18.01360499, + "Creatinine_Level": 0.632614743, + "LDH_Level": 159.0154439, + "Calcium_Level": 8.356971845, + "Phosphorus_Level": 3.10009518, + "Glucose_Level": 114.0265869, + "Potassium_Level": 4.68880862, + "Sodium_Level": 142.41864, + "Smoking_Pack_Years": 53.33991465 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.30529983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.08625169, + "White_Blood_Cell_Count": 7.525805916, + "Platelet_Count": 225.0472149, + "Albumin_Level": 4.02802048, + "Alkaline_Phosphatase_Level": 53.9958318, + "Alanine_Aminotransferase_Level": 19.50777404, + "Aspartate_Aminotransferase_Level": 15.90504681, + "Creatinine_Level": 0.639737107, + "LDH_Level": 128.8353729, + "Calcium_Level": 9.195459407, + "Phosphorus_Level": 2.650326813, + "Glucose_Level": 73.1452192, + "Potassium_Level": 3.754297846, + "Sodium_Level": 136.0072164, + "Smoking_Pack_Years": 71.39798067 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.72665765, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.70379875, + "White_Blood_Cell_Count": 7.951787165, + "Platelet_Count": 245.1468677, + "Albumin_Level": 3.06416338, + "Alkaline_Phosphatase_Level": 95.41000476, + "Alanine_Aminotransferase_Level": 33.33500386, + "Aspartate_Aminotransferase_Level": 20.0804748, + "Creatinine_Level": 1.049363114, + "LDH_Level": 133.1138529, + "Calcium_Level": 8.314098056, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 97.27486138, + "Alanine_Aminotransferase_Level": 20.86789949, + "Aspartate_Aminotransferase_Level": 28.66215499, + "Creatinine_Level": 1.435272465, + "LDH_Level": 170.6916632, + "Calcium_Level": 9.757917018, + "Phosphorus_Level": 4.485724967, + "Glucose_Level": 120.0418863, + "Potassium_Level": 4.351673244, + "Sodium_Level": 139.2156671, + "Smoking_Pack_Years": 76.81840262 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.66691479, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.6398896, + "White_Blood_Cell_Count": 6.423209389, + "Platelet_Count": 307.0280575, + "Albumin_Level": 3.060175986, + "Alkaline_Phosphatase_Level": 39.033939, + "Alanine_Aminotransferase_Level": 21.56717906, + "Aspartate_Aminotransferase_Level": 47.55266926, + "Creatinine_Level": 1.398966997, + "LDH_Level": 186.8850362, + "Calcium_Level": 8.474347047, + "Phosphorus_Level": 2.743226753, + "Glucose_Level": 113.5821249, + "Potassium_Level": 4.81779811, + "Sodium_Level": 138.7744217, + "Smoking_Pack_Years": 77.25105791 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.9446169, + "White_Blood_Cell_Count": 5.867456833, + "Platelet_Count": 174.3981357, + "Albumin_Level": 4.378986021, + "Alkaline_Phosphatase_Level": 113.6412624, + "Alanine_Aminotransferase_Level": 31.4644249, + "Aspartate_Aminotransferase_Level": 16.47856149, + "Creatinine_Level": 1.354968648, + "LDH_Level": 149.6259796, + "Calcium_Level": 10.15186927, + "Phosphorus_Level": 4.790919408, + "Glucose_Level": 107.002606, + "Potassium_Level": 4.297406103, + "Sodium_Level": 140.3062001, + "Smoking_Pack_Years": 71.35620991 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.10295345, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Other", + 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116.0414732, + "Calcium_Level": 8.021201736, + "Phosphorus_Level": 3.011233249, + "Glucose_Level": 145.6551648, + "Potassium_Level": 4.054265514, + "Sodium_Level": 140.2981456, + "Smoking_Pack_Years": 90.91143136 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.79107899, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.48637252, + "White_Blood_Cell_Count": 5.711458468, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.43506121, + "White_Blood_Cell_Count": 7.735591878, + "Platelet_Count": 426.7176709, + "Albumin_Level": 3.194219355, + "Alkaline_Phosphatase_Level": 117.6241028, + "Alanine_Aminotransferase_Level": 28.79706948, + "Aspartate_Aminotransferase_Level": 21.96784758, + "Creatinine_Level": 0.704850655, + "LDH_Level": 157.8678535, + "Calcium_Level": 9.152887934, + "Phosphorus_Level": 4.698099252, + "Glucose_Level": 127.9260786, + "Potassium_Level": 3.805713714, + "Sodium_Level": 138.2123103, + "Smoking_Pack_Years": 27.69427968 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.47629502, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.44819821, + "White_Blood_Cell_Count": 7.340175077, + "Platelet_Count": 341.8590557, + "Albumin_Level": 4.815318973, + "Alkaline_Phosphatase_Level": 115.7996704, + "Alanine_Aminotransferase_Level": 36.59013102, + "Aspartate_Aminotransferase_Level": 46.15259564, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.69289209, + "White_Blood_Cell_Count": 6.933962653, + "Platelet_Count": 425.992997, + "Albumin_Level": 3.319476905, + "Alkaline_Phosphatase_Level": 92.14990339, + "Alanine_Aminotransferase_Level": 12.86567109, + "Aspartate_Aminotransferase_Level": 23.00717153, + "Creatinine_Level": 0.545116385, + "LDH_Level": 112.7875565, + "Calcium_Level": 8.267162089, + "Phosphorus_Level": 3.452242444, + "Glucose_Level": 129.5223784, + "Potassium_Level": 3.634022385, + "Sodium_Level": 140.0923854, + "Smoking_Pack_Years": 56.92165137 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.39861242, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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140.7140262, + "Potassium_Level": 3.685928441, + "Sodium_Level": 140.6473147, + "Smoking_Pack_Years": 62.11613818 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.9325211, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.00727298, + "White_Blood_Cell_Count": 7.842614535, + "Platelet_Count": 344.9059665, + "Albumin_Level": 3.257030843, + "Alkaline_Phosphatase_Level": 41.9609924, + "Alanine_Aminotransferase_Level": 26.53882214, + "Aspartate_Aminotransferase_Level": 45.19324658, + "Creatinine_Level": 0.953962404, + "LDH_Level": 221.796927, + "Calcium_Level": 8.973213788, + "Phosphorus_Level": 4.975685792, + "Glucose_Level": 118.7443476, + "Potassium_Level": 4.509663733, + "Sodium_Level": 137.321733, + "Smoking_Pack_Years": 32.13167804 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.25815108, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.16870486, + "White_Blood_Cell_Count": 4.366621353, + "Platelet_Count": 395.8019971, + "Albumin_Level": 4.666936546, + "Alkaline_Phosphatase_Level": 65.32184902, + "Alanine_Aminotransferase_Level": 35.4315267, + "Aspartate_Aminotransferase_Level": 32.46723744, + "Creatinine_Level": 1.008052789, + "LDH_Level": 169.8850081, + "Calcium_Level": 9.667147126, + "Phosphorus_Level": 3.626991687, + "Glucose_Level": 145.3816751, + "Potassium_Level": 4.841389071, + "Sodium_Level": 140.9913307, + "Smoking_Pack_Years": 55.90723534 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.35187738, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.14602314, + "White_Blood_Cell_Count": 8.119833338, + "Platelet_Count": 370.6926528, + "Albumin_Level": 3.443764198, + "Alkaline_Phosphatase_Level": 31.81286589, + "Alanine_Aminotransferase_Level": 29.46343961, + "Aspartate_Aminotransferase_Level": 11.03081439, + "Creatinine_Level": 0.991975178, + "LDH_Level": 158.9707889, + "Calcium_Level": 9.410685681, + "Phosphorus_Level": 3.968622772, + "Glucose_Level": 70.03838596, + "Potassium_Level": 4.728088797, + "Sodium_Level": 141.2824793, + "Smoking_Pack_Years": 73.3332159 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.89549499, + "Tumor_Location": 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93.52666418, + "Potassium_Level": 3.678589997, + "Sodium_Level": 141.8852296, + "Smoking_Pack_Years": 81.68660335 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.60588543, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.85197228, + "White_Blood_Cell_Count": 7.010858384, + "Platelet_Count": 385.658796, + "Albumin_Level": 4.178372193, + "Alkaline_Phosphatase_Level": 62.72229119, + "Alanine_Aminotransferase_Level": 24.59278786, + "Aspartate_Aminotransferase_Level": 11.22284946, + "Creatinine_Level": 1.39940458, + "LDH_Level": 175.8307496, + "Calcium_Level": 8.602279823, + "Phosphorus_Level": 3.033649315, + "Glucose_Level": 79.37390136, + "Potassium_Level": 3.704331695, + "Sodium_Level": 138.2627011, + "Smoking_Pack_Years": 72.2686413 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.83415329, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.79078563, + "White_Blood_Cell_Count": 7.875214611, + "Platelet_Count": 173.0558783, + "Albumin_Level": 3.379122164, + "Alkaline_Phosphatase_Level": 75.64257853, + "Alanine_Aminotransferase_Level": 11.09869809, + "Aspartate_Aminotransferase_Level": 14.05025605, + "Creatinine_Level": 1.054438153, + "LDH_Level": 133.7208973, + "Calcium_Level": 9.958319854, + "Phosphorus_Level": 3.35521979, + "Glucose_Level": 147.0750312, + "Potassium_Level": 4.623194087, + "Sodium_Level": 139.5095128, + "Smoking_Pack_Years": 35.721241 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.91223789, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.86655617, + "White_Blood_Cell_Count": 4.490237503, + "Platelet_Count": 262.1282954, + "Albumin_Level": 4.440888031, + "Alkaline_Phosphatase_Level": 100.6107701, + "Alanine_Aminotransferase_Level": 18.32900876, + "Aspartate_Aminotransferase_Level": 47.1656546, + "Creatinine_Level": 0.662885543, + "LDH_Level": 187.6392012, + "Calcium_Level": 8.173389649, + "Phosphorus_Level": 3.537876, + "Glucose_Level": 110.9321324, + "Potassium_Level": 3.875733361, + "Sodium_Level": 138.1642654, + "Smoking_Pack_Years": 21.29861711 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 79.094378, + "Alanine_Aminotransferase_Level": 38.01322286, + "Aspartate_Aminotransferase_Level": 13.02126395, + "Creatinine_Level": 1.434631519, + "LDH_Level": 182.25938, + "Calcium_Level": 10.1457318, + "Phosphorus_Level": 3.005144923, + "Glucose_Level": 76.1936212, + "Potassium_Level": 4.567513571, + "Sodium_Level": 143.2542092, + "Smoking_Pack_Years": 98.03382576 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.97512495, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.21470958, + "White_Blood_Cell_Count": 7.705807976, + "Platelet_Count": 153.4035885, + "Albumin_Level": 4.836614937, + "Alkaline_Phosphatase_Level": 112.3488736, + "Alanine_Aminotransferase_Level": 13.13706277, + "Aspartate_Aminotransferase_Level": 35.00249017, + "Creatinine_Level": 1.076995001, + "LDH_Level": 111.9084794, + "Calcium_Level": 10.29732312, + "Phosphorus_Level": 4.178830608, + "Glucose_Level": 83.06423382, + "Potassium_Level": 4.197031289, + "Sodium_Level": 135.1903734, + "Smoking_Pack_Years": 88.57641318 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.18616421, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.46772585, + "White_Blood_Cell_Count": 5.669055109, + "Platelet_Count": 416.7788955, + "Albumin_Level": 3.323566855, + "Alkaline_Phosphatase_Level": 47.29268359, + "Alanine_Aminotransferase_Level": 33.41770113, + "Aspartate_Aminotransferase_Level": 15.96952231, + "Creatinine_Level": 1.010077344, + "LDH_Level": 180.3285897, + "Calcium_Level": 9.306035183, + "Phosphorus_Level": 4.207400048, + "Glucose_Level": 70.42637228, + "Potassium_Level": 4.067437607, + "Sodium_Level": 141.7279595, + "Smoking_Pack_Years": 88.41056048 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.7181872, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.56623652, + "White_Blood_Cell_Count": 4.192637067, + "Platelet_Count": 287.6845026, + "Albumin_Level": 3.594432248, + "Alkaline_Phosphatase_Level": 96.66514231, + "Alanine_Aminotransferase_Level": 5.614055283, + "Aspartate_Aminotransferase_Level": 21.95623189, + "Creatinine_Level": 0.751269813, + "LDH_Level": 234.242605, + "Calcium_Level": 9.70007171, + "Phosphorus_Level": 3.874049723, + "Glucose_Level": 81.33432606, + "Potassium_Level": 3.636982807, + "Sodium_Level": 137.0354696, + "Smoking_Pack_Years": 75.95427145 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.55669528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.80702311, + "White_Blood_Cell_Count": 3.963715646, + "Platelet_Count": 311.0627592, + "Albumin_Level": 3.599011411, + "Alkaline_Phosphatase_Level": 34.58215633, + "Alanine_Aminotransferase_Level": 36.78425614, + "Aspartate_Aminotransferase_Level": 34.66950017, + "Creatinine_Level": 0.93798073, + "LDH_Level": 176.781381, + "Calcium_Level": 8.494093508, + "Phosphorus_Level": 3.879643539, + "Glucose_Level": 124.2935341, + "Potassium_Level": 4.096958218, + "Sodium_Level": 141.4955539, + "Smoking_Pack_Years": 62.17683191 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.96721976, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.15188556, + "White_Blood_Cell_Count": 7.043786254, + "Platelet_Count": 350.6780378, + "Albumin_Level": 4.0171729, + "Alkaline_Phosphatase_Level": 115.431651, + "Alanine_Aminotransferase_Level": 16.08612212, + "Aspartate_Aminotransferase_Level": 28.78500341, + "Creatinine_Level": 0.99652069, + "LDH_Level": 236.439383, + "Calcium_Level": 10.189143, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.05373536, + "White_Blood_Cell_Count": 6.756570616, + "Platelet_Count": 446.5218902, + "Albumin_Level": 4.504238603, + "Alkaline_Phosphatase_Level": 70.9388007, + "Alanine_Aminotransferase_Level": 15.10134145, + "Aspartate_Aminotransferase_Level": 47.96356632, + "Creatinine_Level": 1.112181696, + "LDH_Level": 246.1194867, + "Calcium_Level": 9.19715785, + "Phosphorus_Level": 2.502730151, + "Glucose_Level": 125.6787858, + "Potassium_Level": 3.682308256, + "Sodium_Level": 143.7570605, + "Smoking_Pack_Years": 82.72844729 + }, + { + "Age": 59, + "Gender": "Male", 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142.0494274, + "Calcium_Level": 9.40142348, + "Phosphorus_Level": 3.149264445, + "Glucose_Level": 87.52403328, + "Potassium_Level": 4.64791468, + "Sodium_Level": 139.1761968, + "Smoking_Pack_Years": 12.87650072 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.42098436, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.81535663, + "White_Blood_Cell_Count": 9.555804029, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.36558565, + "White_Blood_Cell_Count": 4.371397409, + "Platelet_Count": 261.8821683, + "Albumin_Level": 4.225918048, + "Alkaline_Phosphatase_Level": 66.29544971, + "Alanine_Aminotransferase_Level": 5.815356006, + "Aspartate_Aminotransferase_Level": 37.18564788, + "Creatinine_Level": 1.471842113, + "LDH_Level": 221.336859, + "Calcium_Level": 10.00391788, + "Phosphorus_Level": 3.968018535, + "Glucose_Level": 119.4605642, + "Potassium_Level": 3.99683628, + "Sodium_Level": 141.4392772, + "Smoking_Pack_Years": 68.7246379 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.78565813, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.08330103, + "White_Blood_Cell_Count": 9.209574334, + "Platelet_Count": 275.3124505, + "Albumin_Level": 3.081124112, + "Alkaline_Phosphatase_Level": 43.37945978, + "Alanine_Aminotransferase_Level": 8.832343448, + "Aspartate_Aminotransferase_Level": 20.85901056, + "Creatinine_Level": 1.25571248, + "LDH_Level": 243.2845935, + "Calcium_Level": 9.619486819, + "Phosphorus_Level": 4.857958212, + "Glucose_Level": 139.8732086, + "Potassium_Level": 4.209181125, + "Sodium_Level": 136.5387716, + "Smoking_Pack_Years": 87.39873534 + }, + { 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1.308554028, + "LDH_Level": 100.9213335, + "Calcium_Level": 10.41435022, + "Phosphorus_Level": 4.872641943, + "Glucose_Level": 149.0936816, + "Potassium_Level": 4.910830158, + "Sodium_Level": 135.6379936, + "Smoking_Pack_Years": 52.69981507 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.48374356, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.3233173, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.83177157, + "White_Blood_Cell_Count": 8.725156723, + "Platelet_Count": 371.8553086, + "Albumin_Level": 4.571754516, + "Alkaline_Phosphatase_Level": 39.32853546, + "Alanine_Aminotransferase_Level": 19.06683774, + "Aspartate_Aminotransferase_Level": 32.20065137, + "Creatinine_Level": 1.184554741, + "LDH_Level": 177.845287, + "Calcium_Level": 9.566034884, + "Phosphorus_Level": 2.877219016, + "Glucose_Level": 128.7554698, + "Potassium_Level": 4.020465071, + "Sodium_Level": 135.616388, + "Smoking_Pack_Years": 82.78238085 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.10934272, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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137.7651269, + "Smoking_Pack_Years": 66.69546798 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.49505081, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.95848652, + "White_Blood_Cell_Count": 7.076582505, + "Platelet_Count": 159.3875289, + "Albumin_Level": 4.189654424, + "Alkaline_Phosphatase_Level": 61.15087421, + "Alanine_Aminotransferase_Level": 7.848109586, + "Aspartate_Aminotransferase_Level": 46.02612276, + "Creatinine_Level": 0.50625258, + "LDH_Level": 112.1620186, + "Calcium_Level": 9.051172028, + "Phosphorus_Level": 2.796571571, + "Glucose_Level": 72.24030109, + "Potassium_Level": 4.770013634, + "Sodium_Level": 139.6311383, + "Smoking_Pack_Years": 67.72920085 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.38863868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.37693873, + "White_Blood_Cell_Count": 6.39465962, + "Platelet_Count": 424.1105515, + "Albumin_Level": 3.313480025, + "Alkaline_Phosphatase_Level": 67.82100736, + "Alanine_Aminotransferase_Level": 17.1687288, + "Aspartate_Aminotransferase_Level": 44.34996991, + "Creatinine_Level": 0.856201426, + "LDH_Level": 124.6214853, + "Calcium_Level": 9.000189023, + "Phosphorus_Level": 4.396842045, + "Glucose_Level": 95.56305656, + "Potassium_Level": 4.445542111, + "Sodium_Level": 137.6256315, + "Smoking_Pack_Years": 33.92143957 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.93501582, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.85391063, + "White_Blood_Cell_Count": 4.076098651, + "Platelet_Count": 285.1713692, + "Albumin_Level": 4.897608474, + "Alkaline_Phosphatase_Level": 99.64624294, + "Alanine_Aminotransferase_Level": 9.632758537, + "Aspartate_Aminotransferase_Level": 20.53901849, + "Creatinine_Level": 1.003699162, + "LDH_Level": 190.7735534, + "Calcium_Level": 8.299171607, + "Phosphorus_Level": 2.722485605, + "Glucose_Level": 102.2991377, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 7.755447226, + "Aspartate_Aminotransferase_Level": 12.99846122, + "Creatinine_Level": 0.686747593, + "LDH_Level": 217.2043446, + "Calcium_Level": 9.812578808, + "Phosphorus_Level": 3.275696955, + "Glucose_Level": 122.9469572, + "Potassium_Level": 3.876457659, + "Sodium_Level": 136.619724, + "Smoking_Pack_Years": 59.60947843 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.74357977, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.04224427, + "White_Blood_Cell_Count": 4.219892424, + "Platelet_Count": 294.8280888, + "Albumin_Level": 4.672374312, + "Alkaline_Phosphatase_Level": 84.95635946, + "Alanine_Aminotransferase_Level": 11.40267727, + "Aspartate_Aminotransferase_Level": 12.1282048, + "Creatinine_Level": 0.993767319, + "LDH_Level": 209.8185919, + "Calcium_Level": 10.15521431, + "Phosphorus_Level": 4.247001514, + "Glucose_Level": 143.6031018, + "Potassium_Level": 3.802114425, + "Sodium_Level": 135.7433451, + "Smoking_Pack_Years": 48.39984357 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.37124222, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", 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"Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.0679933, + "White_Blood_Cell_Count": 4.237779757, + "Platelet_Count": 354.1876057, + "Albumin_Level": 4.523047039, + "Alkaline_Phosphatase_Level": 58.08472945, + "Alanine_Aminotransferase_Level": 13.54294906, + "Aspartate_Aminotransferase_Level": 28.78531751, + "Creatinine_Level": 0.640952508, + "LDH_Level": 132.6217798, + "Calcium_Level": 9.9988245, + "Phosphorus_Level": 3.423487932, + "Glucose_Level": 122.256645, + "Potassium_Level": 4.206066926, + "Sodium_Level": 137.2679578, + "Smoking_Pack_Years": 17.7268733 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.12489234, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.66978046, + "White_Blood_Cell_Count": 8.471200099, + "Platelet_Count": 297.863985, + "Albumin_Level": 4.281553457, + "Alkaline_Phosphatase_Level": 37.88411855, + "Alanine_Aminotransferase_Level": 5.947162881, + "Aspartate_Aminotransferase_Level": 18.76003651, + "Creatinine_Level": 1.217771359, + "LDH_Level": 188.4423987, + "Calcium_Level": 9.773562633, + "Phosphorus_Level": 2.769318549, + "Glucose_Level": 149.6814934, + "Potassium_Level": 4.066434632, + "Sodium_Level": 144.8219559, + "Smoking_Pack_Years": 23.26567566 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.95717251, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.70933407, + "White_Blood_Cell_Count": 7.222263207, + "Platelet_Count": 440.2201312, + "Albumin_Level": 3.704667894, + "Alkaline_Phosphatase_Level": 103.1383265, + "Alanine_Aminotransferase_Level": 17.75554302, + "Aspartate_Aminotransferase_Level": 13.34567649, + "Creatinine_Level": 1.464357448, + "LDH_Level": 174.6253089, + "Calcium_Level": 10.1625102, + "Phosphorus_Level": 3.714587013, + "Glucose_Level": 133.7759106, + "Potassium_Level": 3.892568271, + "Sodium_Level": 140.3996223, + "Smoking_Pack_Years": 94.21926175 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.92683314, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.89501233, + "White_Blood_Cell_Count": 9.374146932, + "Platelet_Count": 268.1845699, + "Albumin_Level": 4.458373018, + "Alkaline_Phosphatase_Level": 77.22104082, + "Alanine_Aminotransferase_Level": 17.15296963, + "Aspartate_Aminotransferase_Level": 42.73749218, + "Creatinine_Level": 1.313671728, + "LDH_Level": 113.1008383, + "Calcium_Level": 8.133869498, + "Phosphorus_Level": 3.103822531, + "Glucose_Level": 87.96356474, + "Potassium_Level": 4.083681182, + "Sodium_Level": 135.3548631, + "Smoking_Pack_Years": 75.01124227 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.12464146, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.83053248, + "White_Blood_Cell_Count": 5.537002565, + "Platelet_Count": 275.8954107, + "Albumin_Level": 4.315115358, + "Alkaline_Phosphatase_Level": 75.20155611, + "Alanine_Aminotransferase_Level": 25.00104353, + "Aspartate_Aminotransferase_Level": 27.0880578, + "Creatinine_Level": 0.916812078, + "LDH_Level": 177.5632223, + "Calcium_Level": 9.253266682, + "Phosphorus_Level": 3.049704257, + "Glucose_Level": 99.68827301, + "Potassium_Level": 3.915383764, + "Sodium_Level": 138.8939949, + "Smoking_Pack_Years": 59.0505829 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.15879062, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.02771194, + "White_Blood_Cell_Count": 8.001410721, + "Platelet_Count": 266.8413835, + "Albumin_Level": 3.523703081, + "Alkaline_Phosphatase_Level": 100.3166241, + "Alanine_Aminotransferase_Level": 37.18254479, + "Aspartate_Aminotransferase_Level": 31.98706352, + "Creatinine_Level": 1.121938144, + "LDH_Level": 194.2637215, + "Calcium_Level": 9.138142223, + "Phosphorus_Level": 4.509825142, + "Glucose_Level": 138.0480293, + "Potassium_Level": 3.986816796, + "Sodium_Level": 137.0706574, + "Smoking_Pack_Years": 49.17698964 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.15180488, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.12642617, + "White_Blood_Cell_Count": 8.05386338, + "Platelet_Count": 383.7953057, + "Albumin_Level": 4.755338268, + "Alkaline_Phosphatase_Level": 68.41940614, + "Alanine_Aminotransferase_Level": 9.439039424, + "Aspartate_Aminotransferase_Level": 29.61171386, + "Creatinine_Level": 1.320496423, + "LDH_Level": 124.8304552, + "Calcium_Level": 8.658315645, + "Phosphorus_Level": 4.957263847, + "Glucose_Level": 119.0388528, + "Potassium_Level": 4.519419359, + "Sodium_Level": 136.9667921, + "Smoking_Pack_Years": 47.9021508 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.38102918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.22999062, + "White_Blood_Cell_Count": 5.49456743, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.98767003, + "White_Blood_Cell_Count": 5.043569194, + "Platelet_Count": 315.8101512, + "Albumin_Level": 4.751228844, + "Alkaline_Phosphatase_Level": 62.40325562, + "Alanine_Aminotransferase_Level": 37.54955529, + "Aspartate_Aminotransferase_Level": 17.22948608, + "Creatinine_Level": 1.190963648, + "LDH_Level": 178.9948139, + "Calcium_Level": 8.605539215, + "Phosphorus_Level": 3.290249352, + "Glucose_Level": 110.9051541, + "Potassium_Level": 4.445708213, + "Sodium_Level": 140.6169181, + "Smoking_Pack_Years": 15.83469388 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.90392863, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.43070205, + "White_Blood_Cell_Count": 8.082330361, + "Platelet_Count": 198.7344921, + "Albumin_Level": 4.239137051, + "Alkaline_Phosphatase_Level": 75.89047249, + "Alanine_Aminotransferase_Level": 19.53999085, + "Aspartate_Aminotransferase_Level": 37.31288205, + "Creatinine_Level": 1.314159951, + "LDH_Level": 244.1714835, + "Calcium_Level": 8.264561991, + "Phosphorus_Level": 3.709023932, + "Glucose_Level": 132.1439297, + "Potassium_Level": 4.558747153, + "Sodium_Level": 140.6679694, + "Smoking_Pack_Years": 18.19611111 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.16905425, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.47973098, + "White_Blood_Cell_Count": 3.766667688, + "Platelet_Count": 347.0686016, + "Albumin_Level": 4.694306492, + "Alkaline_Phosphatase_Level": 92.66729548, + "Alanine_Aminotransferase_Level": 29.82903971, + "Aspartate_Aminotransferase_Level": 21.01514902, + "Creatinine_Level": 0.765154547, + "LDH_Level": 199.0357928, + "Calcium_Level": 8.342029149, + "Phosphorus_Level": 3.089008265, + "Glucose_Level": 128.4023534, + "Potassium_Level": 4.465518468, + "Sodium_Level": 136.9290627, + "Smoking_Pack_Years": 8.908477537 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.9530294, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.94430186, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.02052201, + "White_Blood_Cell_Count": 6.526808261, + "Platelet_Count": 448.2932119, + "Albumin_Level": 3.082928105, + "Alkaline_Phosphatase_Level": 31.15399622, + "Alanine_Aminotransferase_Level": 12.13269467, + "Aspartate_Aminotransferase_Level": 26.0753336, + "Creatinine_Level": 1.175663029, + "LDH_Level": 104.5308275, + "Calcium_Level": 9.099368267, + "Phosphorus_Level": 4.674099145, + "Glucose_Level": 142.7592704, + "Potassium_Level": 3.764352517, + "Sodium_Level": 136.5170002, + "Smoking_Pack_Years": 47.13468832 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.40968249, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.87600641, + "White_Blood_Cell_Count": 3.762559975, + "Platelet_Count": 333.094342, + "Albumin_Level": 3.688126405, + "Alkaline_Phosphatase_Level": 38.08269225, + "Alanine_Aminotransferase_Level": 5.200457043, + "Aspartate_Aminotransferase_Level": 29.20375858, + "Creatinine_Level": 1.225195819, + "LDH_Level": 165.7918744, + "Calcium_Level": 9.419571754, + "Phosphorus_Level": 4.576911587, + "Glucose_Level": 124.6299382, + "Potassium_Level": 3.890490521, + "Sodium_Level": 136.6509492, + "Smoking_Pack_Years": 92.96442572 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.38588977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.8310637, + "White_Blood_Cell_Count": 6.264759542, + "Platelet_Count": 160.7094257, + "Albumin_Level": 4.255589144, + "Alkaline_Phosphatase_Level": 96.10405659, + "Alanine_Aminotransferase_Level": 25.7902404, + "Aspartate_Aminotransferase_Level": 19.72824191, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.64136151, + "White_Blood_Cell_Count": 3.810738837, + "Platelet_Count": 438.4301447, + "Albumin_Level": 4.574683289, + "Alkaline_Phosphatase_Level": 67.80855342, + "Alanine_Aminotransferase_Level": 23.53781271, + "Aspartate_Aminotransferase_Level": 33.47938955, + "Creatinine_Level": 1.18485613, + "LDH_Level": 219.5423942, + "Calcium_Level": 9.374474006, + "Phosphorus_Level": 4.094315497, + "Glucose_Level": 95.41165495, + "Potassium_Level": 3.959693923, + "Sodium_Level": 137.5242243, + "Smoking_Pack_Years": 16.82016994 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.82262886, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.5374385, + "White_Blood_Cell_Count": 5.063091636, + "Platelet_Count": 246.0592328, + "Albumin_Level": 4.364663125, + "Alkaline_Phosphatase_Level": 55.17009287, + "Alanine_Aminotransferase_Level": 12.80077042, + "Aspartate_Aminotransferase_Level": 34.81562087, + "Creatinine_Level": 1.356203972, + "LDH_Level": 200.1759315, + "Calcium_Level": 10.07390632, + "Phosphorus_Level": 4.509720867, + "Glucose_Level": 143.9953863, + "Potassium_Level": 4.490719395, + "Sodium_Level": 141.0995654, + "Smoking_Pack_Years": 83.05499786 + }, + { 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"Creatinine_Level": 1.254576835, + "LDH_Level": 185.5987251, + "Calcium_Level": 9.721887986, + "Phosphorus_Level": 3.52875215, + "Glucose_Level": 127.7707722, + "Potassium_Level": 3.807281531, + "Sodium_Level": 139.1459505, + "Smoking_Pack_Years": 95.50658197 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.01235316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.80541059, + "White_Blood_Cell_Count": 4.364554574, + "Platelet_Count": 152.7405743, + "Albumin_Level": 3.57924003, + "Alkaline_Phosphatase_Level": 105.4078093, + "Alanine_Aminotransferase_Level": 10.44274028, + "Aspartate_Aminotransferase_Level": 46.7418698, + "Creatinine_Level": 0.7474121, + "LDH_Level": 129.1065227, + "Calcium_Level": 8.449842268, + "Phosphorus_Level": 3.606955035, + "Glucose_Level": 88.34315984, + "Potassium_Level": 4.146863673, + "Sodium_Level": 139.3058881, + "Smoking_Pack_Years": 76.71752073 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.87117449, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.48246164, + "White_Blood_Cell_Count": 6.856429861, + "Platelet_Count": 439.5062155, + "Albumin_Level": 4.212865366, + "Alkaline_Phosphatase_Level": 42.5449386, + "Alanine_Aminotransferase_Level": 20.90829045, + "Aspartate_Aminotransferase_Level": 15.22047421, + "Creatinine_Level": 0.796094277, + "LDH_Level": 181.8104653, + "Calcium_Level": 9.380760086, + "Phosphorus_Level": 3.58359223, + "Glucose_Level": 76.87033692, + "Potassium_Level": 4.354891902, + "Sodium_Level": 136.8781522, + "Smoking_Pack_Years": 46.88025194 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.71351395, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.58876304, + "White_Blood_Cell_Count": 4.661506347, + "Platelet_Count": 417.3195627, + "Albumin_Level": 4.267011635, + "Alkaline_Phosphatase_Level": 56.04389836, + "Alanine_Aminotransferase_Level": 15.52342406, + "Aspartate_Aminotransferase_Level": 13.28011617, + "Creatinine_Level": 1.212397028, + "LDH_Level": 246.2384676, + "Calcium_Level": 10.21437324, + "Phosphorus_Level": 3.530717763, + "Glucose_Level": 109.7746222, + "Potassium_Level": 3.901597978, + "Sodium_Level": 138.8805633, + "Smoking_Pack_Years": 90.86744775 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.50418282, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.86024524, + "White_Blood_Cell_Count": 4.564075766, + "Platelet_Count": 200.900365, + "Albumin_Level": 4.507154301, + "Alkaline_Phosphatase_Level": 119.038153, + "Alanine_Aminotransferase_Level": 36.93660842, + "Aspartate_Aminotransferase_Level": 48.41897677, + "Creatinine_Level": 0.883800914, + "LDH_Level": 206.0849355, + "Calcium_Level": 9.337316666, + "Phosphorus_Level": 2.548852312, + "Glucose_Level": 123.8482656, + "Potassium_Level": 3.746865715, + "Sodium_Level": 135.6970128, + "Smoking_Pack_Years": 24.30644373 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.59669547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.45026871, + "White_Blood_Cell_Count": 4.332342699, + "Platelet_Count": 305.4461697, + "Albumin_Level": 4.705933127, + "Alkaline_Phosphatase_Level": 45.58418605, + "Alanine_Aminotransferase_Level": 23.12916238, + "Aspartate_Aminotransferase_Level": 16.76169683, + "Creatinine_Level": 0.932978833, + "LDH_Level": 157.4830643, + "Calcium_Level": 9.298447652, + "Phosphorus_Level": 3.764925293, + "Glucose_Level": 86.19228509, + "Potassium_Level": 4.738750804, + "Sodium_Level": 141.6376994, + "Smoking_Pack_Years": 58.56626935 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.79174621, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.78202667, + "White_Blood_Cell_Count": 3.913697713, + "Platelet_Count": 335.7329678, + "Albumin_Level": 3.443134716, + "Alkaline_Phosphatase_Level": 55.0203898, + "Alanine_Aminotransferase_Level": 39.20333002, + "Aspartate_Aminotransferase_Level": 35.6552512, + "Creatinine_Level": 1.270424203, + "LDH_Level": 170.3611634, + "Calcium_Level": 8.648091237, + "Phosphorus_Level": 3.086154971, + "Glucose_Level": 72.56075333, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 19.63631451, + "Aspartate_Aminotransferase_Level": 18.62905673, + "Creatinine_Level": 1.35133597, + "LDH_Level": 227.6137403, + "Calcium_Level": 8.891177129, + "Phosphorus_Level": 4.131780821, + "Glucose_Level": 107.5405725, + "Potassium_Level": 3.72068917, + "Sodium_Level": 137.2314493, + "Smoking_Pack_Years": 5.493365151 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.64730559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.99686359, + "White_Blood_Cell_Count": 3.764960958, + "Platelet_Count": 163.2325332, + "Albumin_Level": 3.252383096, + "Alkaline_Phosphatase_Level": 71.81479662, + "Alanine_Aminotransferase_Level": 22.87437568, + "Aspartate_Aminotransferase_Level": 28.07439783, + "Creatinine_Level": 1.273977178, + "LDH_Level": 220.0031381, + "Calcium_Level": 9.493654501, + "Phosphorus_Level": 4.155166892, + "Glucose_Level": 140.6417423, + "Potassium_Level": 4.98638619, + "Sodium_Level": 140.5899731, + "Smoking_Pack_Years": 71.2470897 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.84762264, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 34.52333271, + "Aspartate_Aminotransferase_Level": 34.23411009, + "Creatinine_Level": 0.790368404, + "LDH_Level": 246.1954665, + "Calcium_Level": 9.281256384, + "Phosphorus_Level": 3.008219422, + "Glucose_Level": 120.3602215, + "Potassium_Level": 3.895475364, + "Sodium_Level": 141.1560433, + "Smoking_Pack_Years": 0.537674916 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.97091926, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.03889717, + "White_Blood_Cell_Count": 4.09221935, + "Platelet_Count": 217.9227871, + "Albumin_Level": 4.641578335, + "Alkaline_Phosphatase_Level": 113.4543327, + "Alanine_Aminotransferase_Level": 21.48636207, + "Aspartate_Aminotransferase_Level": 18.53609139, + "Creatinine_Level": 0.927288356, + "LDH_Level": 129.694919, + "Calcium_Level": 8.955479293, + "Phosphorus_Level": 3.438238407, + "Glucose_Level": 110.219457, + "Potassium_Level": 3.601585115, + "Sodium_Level": 140.7542122, + "Smoking_Pack_Years": 14.78977461 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.7967975, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.02160879, + "White_Blood_Cell_Count": 4.472530391, + "Platelet_Count": 334.1410195, + "Albumin_Level": 4.705778228, + "Alkaline_Phosphatase_Level": 86.22626969, + "Alanine_Aminotransferase_Level": 35.37761159, + "Aspartate_Aminotransferase_Level": 42.11188735, + "Creatinine_Level": 1.224691644, + "LDH_Level": 155.4717143, + "Calcium_Level": 9.674282929, + "Phosphorus_Level": 2.759722039, + "Glucose_Level": 85.51468713, + "Potassium_Level": 3.812066922, + "Sodium_Level": 142.9805705, + "Smoking_Pack_Years": 74.18512807 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.8887679, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.81095509, + "White_Blood_Cell_Count": 5.497125883, + "Platelet_Count": 256.7578977, + "Albumin_Level": 4.944214014, + "Alkaline_Phosphatase_Level": 47.29099532, + "Alanine_Aminotransferase_Level": 33.78083816, + "Aspartate_Aminotransferase_Level": 24.37299257, + "Creatinine_Level": 0.842093288, + "LDH_Level": 222.2984956, + "Calcium_Level": 9.711056061, + "Phosphorus_Level": 4.04767426, + "Glucose_Level": 117.4294944, + "Potassium_Level": 4.671535691, + "Sodium_Level": 143.5069869, + "Smoking_Pack_Years": 12.08458933 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.4048925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.8031704, + "White_Blood_Cell_Count": 6.014655255, + "Platelet_Count": 383.907601, + "Albumin_Level": 3.14621916, + "Alkaline_Phosphatase_Level": 100.3874847, + "Alanine_Aminotransferase_Level": 17.25613862, + "Aspartate_Aminotransferase_Level": 24.92728849, + "Creatinine_Level": 0.592190492, + "LDH_Level": 180.6684657, + "Calcium_Level": 9.541017211, + "Phosphorus_Level": 4.139262404, + "Glucose_Level": 140.2124059, + "Potassium_Level": 4.380040945, + "Sodium_Level": 141.3839352, + "Smoking_Pack_Years": 25.82187456 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.14928144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.94841765, + "White_Blood_Cell_Count": 7.451963299, + "Platelet_Count": 210.94511, + "Albumin_Level": 3.842456095, + "Alkaline_Phosphatase_Level": 76.55189448, + "Alanine_Aminotransferase_Level": 10.68079117, + "Aspartate_Aminotransferase_Level": 28.86273059, + "Creatinine_Level": 0.883653688, + "LDH_Level": 188.4321721, + "Calcium_Level": 8.908900267, + "Phosphorus_Level": 4.733650662, + "Glucose_Level": 118.5862452, + "Potassium_Level": 4.010607773, + "Sodium_Level": 136.9596274, + "Smoking_Pack_Years": 14.32890908 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.5638592, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.94959597, + "White_Blood_Cell_Count": 8.231409634, + "Platelet_Count": 198.108511, + "Albumin_Level": 3.845859605, + "Alkaline_Phosphatase_Level": 33.85463336, + "Alanine_Aminotransferase_Level": 20.3011955, + "Aspartate_Aminotransferase_Level": 44.61731179, + "Creatinine_Level": 0.599041402, + "LDH_Level": 224.8419333, + "Calcium_Level": 9.628112528, + "Phosphorus_Level": 3.457472725, + "Glucose_Level": 142.3861639, + "Potassium_Level": 4.756087218, + "Sodium_Level": 144.0802415, + "Smoking_Pack_Years": 75.34300763 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.26220323, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.95700881, + "White_Blood_Cell_Count": 6.627644234, + "Platelet_Count": 185.3776782, + "Albumin_Level": 3.188468657, + "Alkaline_Phosphatase_Level": 107.6853648, + "Alanine_Aminotransferase_Level": 30.46005902, + "Aspartate_Aminotransferase_Level": 13.26627141, + "Creatinine_Level": 1.450685355, + "LDH_Level": 119.2639506, + "Calcium_Level": 10.26009663, + "Phosphorus_Level": 4.189534968, + "Glucose_Level": 133.0202136, + "Potassium_Level": 4.185379309, + "Sodium_Level": 139.3905674, + "Smoking_Pack_Years": 43.92297961 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.31975734, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.28557497, + "White_Blood_Cell_Count": 6.525197803, + "Platelet_Count": 415.401306, + "Albumin_Level": 4.352881622, + "Alkaline_Phosphatase_Level": 101.2726688, + "Alanine_Aminotransferase_Level": 35.66715078, + "Aspartate_Aminotransferase_Level": 34.52508112, + "Creatinine_Level": 1.394841472, + "LDH_Level": 145.9419596, + "Calcium_Level": 8.49086664, + "Phosphorus_Level": 3.312296032, + "Glucose_Level": 75.79907727, + "Potassium_Level": 4.021595618, + "Sodium_Level": 142.9672772, + "Smoking_Pack_Years": 22.72674955 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.02109298, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.60620409, + "White_Blood_Cell_Count": 7.969638617, + "Platelet_Count": 321.3981698, + "Albumin_Level": 3.8205573, + "Alkaline_Phosphatase_Level": 54.12068979, + "Alanine_Aminotransferase_Level": 29.75743762, + "Aspartate_Aminotransferase_Level": 20.72489361, + "Creatinine_Level": 1.36716991, + "LDH_Level": 177.4853574, + "Calcium_Level": 9.971981229, + "Phosphorus_Level": 2.834915031, + "Glucose_Level": 92.81144568, + "Potassium_Level": 4.971224551, + "Sodium_Level": 142.2719928, + "Smoking_Pack_Years": 27.44752228 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.51425918, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.15956548, + "White_Blood_Cell_Count": 4.304308772, + "Platelet_Count": 309.8486824, + "Albumin_Level": 3.424659899, + "Alkaline_Phosphatase_Level": 47.04181359, + "Alanine_Aminotransferase_Level": 39.37162761, + "Aspartate_Aminotransferase_Level": 45.28984494, + "Creatinine_Level": 0.7267669, + "LDH_Level": 161.1540928, + "Calcium_Level": 8.208903334, + "Phosphorus_Level": 2.938442457, + "Glucose_Level": 133.2008325, + "Potassium_Level": 4.698257323, + "Sodium_Level": 138.608059, + "Smoking_Pack_Years": 42.27959456 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.19285446, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.66579024, + "White_Blood_Cell_Count": 8.644770909, + "Platelet_Count": 180.0561435, + "Albumin_Level": 4.618702396, + "Alkaline_Phosphatase_Level": 106.8409776, + "Alanine_Aminotransferase_Level": 21.32197087, + "Aspartate_Aminotransferase_Level": 27.05010355, + "Creatinine_Level": 0.643925633, + "LDH_Level": 138.2978184, + "Calcium_Level": 9.868476435, + "Phosphorus_Level": 2.957242705, + "Glucose_Level": 103.3840517, + "Potassium_Level": 4.799038414, + "Sodium_Level": 135.1701316, + "Smoking_Pack_Years": 15.54581673 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.12602851, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.62481786, + "White_Blood_Cell_Count": 3.514303649, + "Platelet_Count": 155.8891774, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.72310924, + "White_Blood_Cell_Count": 6.160215249, + "Platelet_Count": 163.5877435, + "Albumin_Level": 4.570631543, + "Alkaline_Phosphatase_Level": 44.05433656, + "Alanine_Aminotransferase_Level": 34.83438595, + "Aspartate_Aminotransferase_Level": 36.40538201, + "Creatinine_Level": 0.900456703, + "LDH_Level": 194.803339, + "Calcium_Level": 8.917261483, + "Phosphorus_Level": 3.114339578, + "Glucose_Level": 114.775992, + "Potassium_Level": 4.83932411, + "Sodium_Level": 143.3203679, + "Smoking_Pack_Years": 32.85644939 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": 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9.730254095, + "Phosphorus_Level": 4.056433483, + "Glucose_Level": 103.5096402, + "Potassium_Level": 4.491542308, + "Sodium_Level": 140.7421542, + "Smoking_Pack_Years": 51.67900832 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.57153348, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.91810386, + "White_Blood_Cell_Count": 3.73314007, + "Platelet_Count": 204.7819565, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.91979921, + "White_Blood_Cell_Count": 5.096501864, + "Platelet_Count": 239.5532632, + "Albumin_Level": 4.658518878, + "Alkaline_Phosphatase_Level": 93.15580596, + "Alanine_Aminotransferase_Level": 25.7869401, + "Aspartate_Aminotransferase_Level": 15.81285276, + "Creatinine_Level": 1.191814032, + "LDH_Level": 164.2356134, + "Calcium_Level": 9.840728949, + "Phosphorus_Level": 2.58029961, + "Glucose_Level": 110.4319821, + "Potassium_Level": 3.892349519, + "Sodium_Level": 138.9518946, + "Smoking_Pack_Years": 29.2391711 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.49888351, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.59021521, + "White_Blood_Cell_Count": 8.807984422, + "Platelet_Count": 311.2286635, + "Albumin_Level": 4.245858608, + "Alkaline_Phosphatase_Level": 56.91541524, + "Alanine_Aminotransferase_Level": 37.47028193, + "Aspartate_Aminotransferase_Level": 19.65179823, + "Creatinine_Level": 0.639107099, + "LDH_Level": 244.0462728, + "Calcium_Level": 9.243951487, + "Phosphorus_Level": 4.292770729, + "Glucose_Level": 138.5200166, + "Potassium_Level": 4.175148532, + "Sodium_Level": 137.3048409, + "Smoking_Pack_Years": 42.65882178 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.18538525, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.2076021, + "White_Blood_Cell_Count": 3.655330813, + "Platelet_Count": 171.475611, + "Albumin_Level": 4.91897438, + "Alkaline_Phosphatase_Level": 67.15778082, + "Alanine_Aminotransferase_Level": 11.66546932, + "Aspartate_Aminotransferase_Level": 24.41274866, + "Creatinine_Level": 1.305077825, + "LDH_Level": 103.3594114, + "Calcium_Level": 8.764357258, + "Phosphorus_Level": 4.656365153, + "Glucose_Level": 117.5770379, + "Potassium_Level": 4.737173227, + "Sodium_Level": 139.8668009, + "Smoking_Pack_Years": 10.93583588 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.81205388, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.10953794, + "White_Blood_Cell_Count": 9.959420511, + "Platelet_Count": 340.7232393, + "Albumin_Level": 4.165493374, + "Alkaline_Phosphatase_Level": 87.38552918, + "Alanine_Aminotransferase_Level": 23.89086564, + "Aspartate_Aminotransferase_Level": 12.87193621, + "Creatinine_Level": 1.358947176, + "LDH_Level": 130.0348705, + "Calcium_Level": 8.554747303, + "Phosphorus_Level": 4.652759807, + "Glucose_Level": 99.31126861, + "Potassium_Level": 4.119512839, + "Sodium_Level": 137.5827462, + "Smoking_Pack_Years": 89.99303514 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.28838196, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.39789864, + "White_Blood_Cell_Count": 6.398114973, + "Platelet_Count": 441.2334719, + "Albumin_Level": 3.601020875, + "Alkaline_Phosphatase_Level": 119.1799069, + "Alanine_Aminotransferase_Level": 11.87109194, + "Aspartate_Aminotransferase_Level": 11.82846637, + "Creatinine_Level": 0.983502447, + "LDH_Level": 231.7735029, + "Calcium_Level": 9.57522496, + "Phosphorus_Level": 4.49262386, + "Glucose_Level": 127.6179543, + "Potassium_Level": 4.068297734, + "Sodium_Level": 136.9116113, + "Smoking_Pack_Years": 68.75330878 + }, + { + "Age": 30, + "Gender": "Male", 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130.012679, + "Calcium_Level": 8.266597976, + "Phosphorus_Level": 4.972377614, + "Glucose_Level": 105.4747178, + "Potassium_Level": 4.553207127, + "Sodium_Level": 144.0277467, + "Smoking_Pack_Years": 14.25661347 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.76651434, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.35845803, + "White_Blood_Cell_Count": 3.80196671, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.08424014, + "White_Blood_Cell_Count": 6.022900628, + "Platelet_Count": 439.0410606, + "Albumin_Level": 4.011137291, + "Alkaline_Phosphatase_Level": 30.16256541, + "Alanine_Aminotransferase_Level": 33.92675268, + "Aspartate_Aminotransferase_Level": 11.85262629, + "Creatinine_Level": 1.235168654, + "LDH_Level": 184.8690727, + "Calcium_Level": 8.642767512, + "Phosphorus_Level": 4.175072443, + "Glucose_Level": 144.3646444, + "Potassium_Level": 4.694124133, + "Sodium_Level": 139.3124321, + "Smoking_Pack_Years": 18.93750437 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.45244317, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.40764395, + "White_Blood_Cell_Count": 4.298909145, + "Platelet_Count": 318.6905522, + "Albumin_Level": 3.662267942, + "Alkaline_Phosphatase_Level": 112.0592782, + "Alanine_Aminotransferase_Level": 26.02058324, + "Aspartate_Aminotransferase_Level": 21.74650186, + "Creatinine_Level": 1.448490406, + "LDH_Level": 191.0250917, + "Calcium_Level": 8.213983875, + "Phosphorus_Level": 3.34182665, + "Glucose_Level": 141.3354779, + "Potassium_Level": 3.997763814, + "Sodium_Level": 136.6581586, + "Smoking_Pack_Years": 1.406611334 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.65770448, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.34564596, + "White_Blood_Cell_Count": 8.429342575, + "Platelet_Count": 266.0481542, + "Albumin_Level": 3.62757323, + "Alkaline_Phosphatase_Level": 68.87973783, + "Alanine_Aminotransferase_Level": 35.21547756, + "Aspartate_Aminotransferase_Level": 17.72079772, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.40407276, + "White_Blood_Cell_Count": 5.03362082, + "Platelet_Count": 295.7096333, + "Albumin_Level": 4.107346356, + "Alkaline_Phosphatase_Level": 65.85045993, + "Alanine_Aminotransferase_Level": 17.21399753, + "Aspartate_Aminotransferase_Level": 14.24585162, + "Creatinine_Level": 1.495171534, + "LDH_Level": 150.8813977, + "Calcium_Level": 8.574595995, + "Phosphorus_Level": 4.76296049, + "Glucose_Level": 116.5574604, + "Potassium_Level": 4.158187984, + "Sodium_Level": 137.1050866, + "Smoking_Pack_Years": 76.55858353 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.74462389, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "African 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"Creatinine_Level": 1.339896301, + "LDH_Level": 130.9896774, + "Calcium_Level": 10.07642127, + "Phosphorus_Level": 3.566668731, + "Glucose_Level": 139.2491829, + "Potassium_Level": 4.980987012, + "Sodium_Level": 135.4664566, + "Smoking_Pack_Years": 37.78446482 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.56056766, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.67911383, + "White_Blood_Cell_Count": 5.760314463, + "Platelet_Count": 179.1708862, + "Albumin_Level": 4.048984452, + "Alkaline_Phosphatase_Level": 91.90738315, + "Alanine_Aminotransferase_Level": 20.76253629, + "Aspartate_Aminotransferase_Level": 46.07252105, + "Creatinine_Level": 0.605643056, + "LDH_Level": 234.3798829, + "Calcium_Level": 9.673227837, + "Phosphorus_Level": 3.725620613, + "Glucose_Level": 105.6109777, + "Potassium_Level": 3.554881018, + "Sodium_Level": 144.1923957, + "Smoking_Pack_Years": 18.85707857 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.58131686, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.94422064, + "White_Blood_Cell_Count": 7.52340336, + "Platelet_Count": 380.1519678, + "Albumin_Level": 4.426548788, + "Alkaline_Phosphatase_Level": 36.14311182, + "Alanine_Aminotransferase_Level": 11.15436054, + "Aspartate_Aminotransferase_Level": 17.8231691, + "Creatinine_Level": 1.320977223, + "LDH_Level": 111.4195761, + "Calcium_Level": 8.503813555, + "Phosphorus_Level": 4.336926853, + "Glucose_Level": 102.2389047, + "Potassium_Level": 4.077280624, + "Sodium_Level": 142.2079533, + "Smoking_Pack_Years": 8.407374716 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.46909706, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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142.5159027, + "Smoking_Pack_Years": 76.52885568 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.63750301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.61567008, + "White_Blood_Cell_Count": 7.894796154, + "Platelet_Count": 391.8888008, + "Albumin_Level": 3.11426408, + "Alkaline_Phosphatase_Level": 54.52049061, + "Alanine_Aminotransferase_Level": 27.93328629, + "Aspartate_Aminotransferase_Level": 49.08899526, + "Creatinine_Level": 1.465137918, + "LDH_Level": 129.5211478, + "Calcium_Level": 9.928551139, + "Phosphorus_Level": 2.611247311, + "Glucose_Level": 90.00149251, + "Potassium_Level": 4.504021294, + "Sodium_Level": 135.4120393, + "Smoking_Pack_Years": 58.93391861 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.23675281, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, 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138.0519741, + "Smoking_Pack_Years": 1.016181124 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.77791027, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.90639688, + "White_Blood_Cell_Count": 6.853628761, + "Platelet_Count": 173.5136423, + "Albumin_Level": 3.910116188, + "Alkaline_Phosphatase_Level": 73.509376, + "Alanine_Aminotransferase_Level": 36.15083689, + "Aspartate_Aminotransferase_Level": 49.7244016, + "Creatinine_Level": 0.541507038, + "LDH_Level": 204.7994586, + "Calcium_Level": 8.579210565, + "Phosphorus_Level": 4.669571614, + "Glucose_Level": 113.4004219, + "Potassium_Level": 4.430803261, + "Sodium_Level": 139.1459539, + "Smoking_Pack_Years": 64.17902891 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.75959872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.74176661, + "White_Blood_Cell_Count": 7.811633145, + "Platelet_Count": 418.9673998, + "Albumin_Level": 3.454857508, + "Alkaline_Phosphatase_Level": 81.07505226, + "Alanine_Aminotransferase_Level": 25.11951187, + "Aspartate_Aminotransferase_Level": 13.57426408, + "Creatinine_Level": 0.52202523, + "LDH_Level": 198.787371, + "Calcium_Level": 9.383638583, + "Phosphorus_Level": 4.59016423, + "Glucose_Level": 140.7501271, + "Potassium_Level": 4.940160339, + "Sodium_Level": 139.0029572, + "Smoking_Pack_Years": 74.66540048 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.3935415, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.1528335, + "White_Blood_Cell_Count": 9.821088702, + "Platelet_Count": 280.9556615, + "Albumin_Level": 3.779968929, + "Alkaline_Phosphatase_Level": 61.60851262, + "Alanine_Aminotransferase_Level": 39.24332914, + "Aspartate_Aminotransferase_Level": 15.38062057, + "Creatinine_Level": 1.185392839, + "LDH_Level": 164.1850109, + "Calcium_Level": 9.329215064, + "Phosphorus_Level": 4.324702703, + "Glucose_Level": 107.4802573, + "Potassium_Level": 4.795538324, + "Sodium_Level": 144.3411807, + "Smoking_Pack_Years": 66.06830428 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.75643516, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.19304561, + "White_Blood_Cell_Count": 9.072077352, + "Platelet_Count": 172.3124597, + "Albumin_Level": 3.910436219, + "Alkaline_Phosphatase_Level": 110.3028326, + "Alanine_Aminotransferase_Level": 11.87223782, + "Aspartate_Aminotransferase_Level": 43.74097788, + "Creatinine_Level": 1.255901236, + "LDH_Level": 173.717238, + "Calcium_Level": 10.27342172, + "Phosphorus_Level": 3.516718581, + "Glucose_Level": 72.6247153, + "Potassium_Level": 4.156863282, + "Sodium_Level": 142.2852373, + "Smoking_Pack_Years": 57.50977553 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.03232153, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Sodium_Level": 139.6538122, + "Smoking_Pack_Years": 98.1787167 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.94839043, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.8373708, + "White_Blood_Cell_Count": 9.393736885, + "Platelet_Count": 324.5467398, + "Albumin_Level": 3.731892438, + "Alkaline_Phosphatase_Level": 97.57453202, + "Alanine_Aminotransferase_Level": 28.36932613, + "Aspartate_Aminotransferase_Level": 18.89536889, + "Creatinine_Level": 0.951481017, + "LDH_Level": 165.2893329, + "Calcium_Level": 8.56942134, + "Phosphorus_Level": 4.655354373, + "Glucose_Level": 133.4806262, + "Potassium_Level": 4.918794915, + "Sodium_Level": 136.530027, + "Smoking_Pack_Years": 91.7166783 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.73661768, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.66142829, + "White_Blood_Cell_Count": 6.647046696, + "Platelet_Count": 299.5234904, + "Albumin_Level": 3.99408662, + "Alkaline_Phosphatase_Level": 98.34548345, + "Alanine_Aminotransferase_Level": 25.26959896, + "Aspartate_Aminotransferase_Level": 26.14591895, + "Creatinine_Level": 0.538904101, + "LDH_Level": 184.8619794, + "Calcium_Level": 9.115701474, + "Phosphorus_Level": 2.854655477, + "Glucose_Level": 134.875261, + "Potassium_Level": 4.618660505, + "Sodium_Level": 140.5706501, + "Smoking_Pack_Years": 98.30134089 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.4917198, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.80343813, + "White_Blood_Cell_Count": 7.729594037, + "Platelet_Count": 202.3587974, + "Albumin_Level": 4.542757707, + "Alkaline_Phosphatase_Level": 107.3430407, + "Alanine_Aminotransferase_Level": 19.54272053, + "Aspartate_Aminotransferase_Level": 48.2705381, + "Creatinine_Level": 0.826957229, + "LDH_Level": 143.5580866, + "Calcium_Level": 9.533488493, + "Phosphorus_Level": 3.965046647, + "Glucose_Level": 95.14585506, + "Potassium_Level": 3.823498397, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.32789162, + "White_Blood_Cell_Count": 6.752337704, + "Platelet_Count": 284.5766378, + "Albumin_Level": 3.30696799, + "Alkaline_Phosphatase_Level": 96.97218286, + "Alanine_Aminotransferase_Level": 11.83597437, + "Aspartate_Aminotransferase_Level": 10.37048559, + "Creatinine_Level": 0.928275036, + "LDH_Level": 152.5490551, + "Calcium_Level": 9.093899191, + "Phosphorus_Level": 4.542483936, + "Glucose_Level": 126.4239241, + "Potassium_Level": 4.022382809, + "Sodium_Level": 144.6242379, + "Smoking_Pack_Years": 79.03384352 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.58295066, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.51287708, + "White_Blood_Cell_Count": 8.668749715, + "Platelet_Count": 173.1342543, + "Albumin_Level": 4.724897037, + "Alkaline_Phosphatase_Level": 55.66331291, + "Alanine_Aminotransferase_Level": 13.97911293, + "Aspartate_Aminotransferase_Level": 38.86662715, + "Creatinine_Level": 0.906039716, + "LDH_Level": 237.1597652, + "Calcium_Level": 9.186581721, + "Phosphorus_Level": 2.911721462, + "Glucose_Level": 140.2880875, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.39503146, + "White_Blood_Cell_Count": 5.929264825, + "Platelet_Count": 408.0927854, + "Albumin_Level": 4.03686082, + "Alkaline_Phosphatase_Level": 102.1566382, + "Alanine_Aminotransferase_Level": 18.5493215, + "Aspartate_Aminotransferase_Level": 23.94846989, + "Creatinine_Level": 1.162046505, + "LDH_Level": 181.5455066, + "Calcium_Level": 8.008685293, + "Phosphorus_Level": 4.046384542, + "Glucose_Level": 82.98794791, + "Potassium_Level": 4.721855655, + "Sodium_Level": 138.6110324, + "Smoking_Pack_Years": 44.68172509 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.91993448, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.6550062, + "White_Blood_Cell_Count": 5.72598642, + "Platelet_Count": 200.6083163, + "Albumin_Level": 3.574203715, + "Alkaline_Phosphatase_Level": 106.3284037, + "Alanine_Aminotransferase_Level": 24.9132393, + "Aspartate_Aminotransferase_Level": 18.00242434, + "Creatinine_Level": 0.541288334, + "LDH_Level": 180.9151435, + "Calcium_Level": 9.199790575, + "Phosphorus_Level": 4.081731753, + "Glucose_Level": 77.6301529, + "Potassium_Level": 4.4867945, + "Sodium_Level": 136.0643101, + "Smoking_Pack_Years": 98.28605902 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.05177597, + "White_Blood_Cell_Count": 9.636419265, + "Platelet_Count": 404.4507952, + "Albumin_Level": 3.376129325, + "Alkaline_Phosphatase_Level": 110.3897661, + "Alanine_Aminotransferase_Level": 24.30305601, + "Aspartate_Aminotransferase_Level": 11.39049734, + "Creatinine_Level": 0.688867826, + "LDH_Level": 243.5258265, + "Calcium_Level": 8.860444525, + "Phosphorus_Level": 3.785244644, + "Glucose_Level": 91.83433645, + "Potassium_Level": 3.838800709, + "Sodium_Level": 142.2614953, + "Smoking_Pack_Years": 2.086239063 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": 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449.5580926, + "Albumin_Level": 3.881239286, + "Alkaline_Phosphatase_Level": 97.4355754, + "Alanine_Aminotransferase_Level": 31.51695374, + "Aspartate_Aminotransferase_Level": 25.54546667, + "Creatinine_Level": 0.655933617, + "LDH_Level": 216.089032, + "Calcium_Level": 9.665637396, + "Phosphorus_Level": 3.744819934, + "Glucose_Level": 87.64331068, + "Potassium_Level": 4.488556659, + "Sodium_Level": 144.6940011, + "Smoking_Pack_Years": 8.851332823 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.81680966, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.98311728, + "White_Blood_Cell_Count": 4.50248348, + "Platelet_Count": 444.1532183, + "Albumin_Level": 4.089071181, + "Alkaline_Phosphatase_Level": 61.36212648, + "Alanine_Aminotransferase_Level": 38.39620118, + "Aspartate_Aminotransferase_Level": 31.40607978, + "Creatinine_Level": 1.099209651, + "LDH_Level": 136.87709, + "Calcium_Level": 10.45394825, + "Phosphorus_Level": 3.575237773, + "Glucose_Level": 117.6259612, + "Potassium_Level": 4.655622034, + "Sodium_Level": 135.9569674, + "Smoking_Pack_Years": 60.36427885 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.74984158, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.18659853, + "White_Blood_Cell_Count": 9.233268704, + "Platelet_Count": 215.3398489, + "Albumin_Level": 4.253311625, + "Alkaline_Phosphatase_Level": 101.6733295, + "Alanine_Aminotransferase_Level": 37.1279232, + "Aspartate_Aminotransferase_Level": 39.55495371, + "Creatinine_Level": 1.363384877, + "LDH_Level": 171.7769412, + "Calcium_Level": 10.2917821, + "Phosphorus_Level": 3.253316947, + "Glucose_Level": 144.8800515, + "Potassium_Level": 4.860187621, + "Sodium_Level": 143.7356377, + "Smoking_Pack_Years": 14.94173409 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.94670672, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.76773183, + "White_Blood_Cell_Count": 9.004873469, + "Platelet_Count": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.34527695, + "White_Blood_Cell_Count": 4.204797984, + "Platelet_Count": 440.7477798, + "Albumin_Level": 3.583030003, + "Alkaline_Phosphatase_Level": 94.06880333, + "Alanine_Aminotransferase_Level": 11.04491495, + "Aspartate_Aminotransferase_Level": 25.99354414, + "Creatinine_Level": 1.011142508, + "LDH_Level": 120.9837124, + "Calcium_Level": 8.912244342, + "Phosphorus_Level": 3.735655942, + "Glucose_Level": 110.8347835, + "Potassium_Level": 4.510202383, + "Sodium_Level": 139.5701303, + "Smoking_Pack_Years": 0.955500453 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.78665207, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.34589192, + "White_Blood_Cell_Count": 4.852883322, + "Platelet_Count": 288.2904775, + "Albumin_Level": 3.145764981, + "Alkaline_Phosphatase_Level": 56.28905493, + "Alanine_Aminotransferase_Level": 8.376952701, + "Aspartate_Aminotransferase_Level": 31.52093498, + "Creatinine_Level": 1.435524567, + "LDH_Level": 147.1402016, + "Calcium_Level": 9.276012711, + "Phosphorus_Level": 2.889483889, + "Glucose_Level": 143.1162885, + "Potassium_Level": 4.702677938, + "Sodium_Level": 138.2277651, + "Smoking_Pack_Years": 11.16276521 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.20294007, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.53442674, + "White_Blood_Cell_Count": 9.629043449, + "Platelet_Count": 292.8188843, + "Albumin_Level": 4.882283523, + "Alkaline_Phosphatase_Level": 74.16450241, + "Alanine_Aminotransferase_Level": 25.32507114, + "Aspartate_Aminotransferase_Level": 43.84466038, + "Creatinine_Level": 0.554433497, + "LDH_Level": 164.4679806, + "Calcium_Level": 8.67439791, + "Phosphorus_Level": 3.784558707, + "Glucose_Level": 113.7833097, + "Potassium_Level": 3.679184128, + "Sodium_Level": 143.9322365, + "Smoking_Pack_Years": 23.44916337 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.73572904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.02974613, + "White_Blood_Cell_Count": 6.092797276, + "Platelet_Count": 306.4616407, + "Albumin_Level": 3.842671802, + "Alkaline_Phosphatase_Level": 83.15530467, + "Alanine_Aminotransferase_Level": 6.294983532, + "Aspartate_Aminotransferase_Level": 40.66940343, + "Creatinine_Level": 1.277421393, + "LDH_Level": 124.9796133, + "Calcium_Level": 9.162314172, + "Phosphorus_Level": 3.247222892, + "Glucose_Level": 103.7727351, + "Potassium_Level": 3.565378101, + "Sodium_Level": 142.5852038, + "Smoking_Pack_Years": 53.62007156 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.85255613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.94616658, + "White_Blood_Cell_Count": 4.732008555, + "Platelet_Count": 177.5564132, + "Albumin_Level": 4.16007422, + "Alkaline_Phosphatase_Level": 51.73096774, + "Alanine_Aminotransferase_Level": 39.45117249, + "Aspartate_Aminotransferase_Level": 36.49636887, + "Creatinine_Level": 1.419350084, + "LDH_Level": 242.5297712, + "Calcium_Level": 8.562466962, + "Phosphorus_Level": 3.516256881, + "Glucose_Level": 70.00041979, + "Potassium_Level": 4.854144505, + "Sodium_Level": 139.5944744, + "Smoking_Pack_Years": 7.127637014 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.81497437, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.55840536, + "White_Blood_Cell_Count": 8.389515289, + "Platelet_Count": 373.3856513, + "Albumin_Level": 3.210865144, + "Alkaline_Phosphatase_Level": 31.95887512, + "Alanine_Aminotransferase_Level": 36.26655224, + "Aspartate_Aminotransferase_Level": 49.60481815, + "Creatinine_Level": 0.635923525, + "LDH_Level": 135.254229, + "Calcium_Level": 8.484379828, + "Phosphorus_Level": 2.890889441, + "Glucose_Level": 133.4260705, + "Potassium_Level": 4.422377489, + "Sodium_Level": 144.9510748, + "Smoking_Pack_Years": 14.23544665 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.78488004, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.22059182, + "White_Blood_Cell_Count": 7.920522173, + "Platelet_Count": 157.6786691, + "Albumin_Level": 3.366009183, + "Alkaline_Phosphatase_Level": 82.05657696, + "Alanine_Aminotransferase_Level": 33.23450795, + "Aspartate_Aminotransferase_Level": 41.91236364, + "Creatinine_Level": 1.410032568, + "LDH_Level": 203.2635767, + "Calcium_Level": 8.908398019, + "Phosphorus_Level": 4.457713564, + "Glucose_Level": 102.9827381, + "Potassium_Level": 3.817208255, + "Sodium_Level": 138.3807034, + "Smoking_Pack_Years": 16.12895442 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.04978015, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.84656008, + "White_Blood_Cell_Count": 7.164498322, + "Platelet_Count": 155.8869545, + "Albumin_Level": 4.103642418, + "Alkaline_Phosphatase_Level": 94.70967632, + "Alanine_Aminotransferase_Level": 39.96584615, + "Aspartate_Aminotransferase_Level": 29.98924414, + "Creatinine_Level": 1.429373863, + "LDH_Level": 234.8152428, + "Calcium_Level": 8.654246658, + "Phosphorus_Level": 4.806479547, + "Glucose_Level": 131.3522842, + "Potassium_Level": 4.601827534, + "Sodium_Level": 142.7835499, + "Smoking_Pack_Years": 40.37707515 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.3412816, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.49726607, + "White_Blood_Cell_Count": 4.156422935, + "Platelet_Count": 339.632566, + "Albumin_Level": 3.745842095, + "Alkaline_Phosphatase_Level": 68.34859442, + "Alanine_Aminotransferase_Level": 20.23218663, + "Aspartate_Aminotransferase_Level": 43.21799682, + "Creatinine_Level": 0.884528712, + "LDH_Level": 186.4537592, + "Calcium_Level": 8.617911558, + "Phosphorus_Level": 3.803076667, + "Glucose_Level": 136.4907786, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 25.23406558, + "Aspartate_Aminotransferase_Level": 17.67608248, + "Creatinine_Level": 0.526331806, + "LDH_Level": 199.5796001, + "Calcium_Level": 10.14706423, + "Phosphorus_Level": 2.5804511, + "Glucose_Level": 88.89104636, + "Potassium_Level": 3.548851839, + "Sodium_Level": 143.6473989, + "Smoking_Pack_Years": 70.7347413 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.34958786, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.2884858, + "White_Blood_Cell_Count": 5.881527995, + "Platelet_Count": 371.335021, + "Albumin_Level": 3.996669679, + "Alkaline_Phosphatase_Level": 91.25612914, + "Alanine_Aminotransferase_Level": 38.23958923, + "Aspartate_Aminotransferase_Level": 30.6654452, + "Creatinine_Level": 1.083270036, + "LDH_Level": 229.7061384, + "Calcium_Level": 8.985843227, + "Phosphorus_Level": 3.507026352, + "Glucose_Level": 73.45874128, + "Potassium_Level": 4.793855583, + "Sodium_Level": 143.7371936, + "Smoking_Pack_Years": 51.703992 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.22589353, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.54693518, + "White_Blood_Cell_Count": 8.721255152, + "Platelet_Count": 393.1505193, + "Albumin_Level": 4.268055241, + "Alkaline_Phosphatase_Level": 99.85554071, + "Alanine_Aminotransferase_Level": 38.76078634, + "Aspartate_Aminotransferase_Level": 41.42790307, + "Creatinine_Level": 1.37635445, + "LDH_Level": 201.1860014, + "Calcium_Level": 8.736136208, + "Phosphorus_Level": 3.245874017, + "Glucose_Level": 120.0178691, + "Potassium_Level": 3.591855532, + "Sodium_Level": 144.7260127, + "Smoking_Pack_Years": 55.33594609 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.56220604, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 19.90232394, + "Aspartate_Aminotransferase_Level": 40.89389789, + "Creatinine_Level": 0.671325832, + "LDH_Level": 235.2470655, + "Calcium_Level": 8.976447351, + "Phosphorus_Level": 3.144045628, + "Glucose_Level": 106.3928965, + "Potassium_Level": 4.96253025, + "Sodium_Level": 142.3248803, + "Smoking_Pack_Years": 56.35529626 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.83401639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.25038895, + "White_Blood_Cell_Count": 8.707651618, + "Platelet_Count": 393.0925486, + "Albumin_Level": 3.322896683, + "Alkaline_Phosphatase_Level": 114.6536351, + "Alanine_Aminotransferase_Level": 14.33984861, + "Aspartate_Aminotransferase_Level": 45.3421916, + "Creatinine_Level": 0.812701843, + "LDH_Level": 132.8525304, + "Calcium_Level": 9.795187113, + "Phosphorus_Level": 4.761085106, + "Glucose_Level": 104.6038407, + "Potassium_Level": 4.543576139, + "Sodium_Level": 140.2432168, + "Smoking_Pack_Years": 66.36194434 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.8444343, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.35216729, + "White_Blood_Cell_Count": 6.627758986, + "Platelet_Count": 183.8909295, + "Albumin_Level": 4.067914821, + "Alkaline_Phosphatase_Level": 117.081941, + "Alanine_Aminotransferase_Level": 35.41670418, + "Aspartate_Aminotransferase_Level": 40.61002525, + "Creatinine_Level": 0.536882832, + "LDH_Level": 221.1930047, + "Calcium_Level": 8.330400552, + "Phosphorus_Level": 3.055284186, + "Glucose_Level": 136.5689054, + "Potassium_Level": 3.555366822, + "Sodium_Level": 139.1946146, + "Smoking_Pack_Years": 39.86565979 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.44760151, + "Tumor_Location": 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92.23735384, + "Potassium_Level": 4.204533427, + "Sodium_Level": 138.6527403, + "Smoking_Pack_Years": 75.22995563 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.01779435, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.56159479, + "White_Blood_Cell_Count": 9.163920354, + "Platelet_Count": 201.7976342, + "Albumin_Level": 4.163180132, + "Alkaline_Phosphatase_Level": 84.05807516, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.93560235, + "White_Blood_Cell_Count": 4.026168887, + "Platelet_Count": 443.1950491, + "Albumin_Level": 4.12607252, + "Alkaline_Phosphatase_Level": 112.1824548, + "Alanine_Aminotransferase_Level": 20.63231067, + "Aspartate_Aminotransferase_Level": 18.27745709, + "Creatinine_Level": 1.306696961, + "LDH_Level": 182.824923, + "Calcium_Level": 9.208022148, + "Phosphorus_Level": 2.820580648, + "Glucose_Level": 106.3465189, + "Potassium_Level": 3.972938716, + "Sodium_Level": 142.2200476, + "Smoking_Pack_Years": 54.68867007 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.06119371, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.1171777, + "White_Blood_Cell_Count": 9.385300636, + "Platelet_Count": 213.430697, + "Albumin_Level": 4.316393657, + "Alkaline_Phosphatase_Level": 102.7037323, + "Alanine_Aminotransferase_Level": 23.65328352, + "Aspartate_Aminotransferase_Level": 42.39404581, + "Creatinine_Level": 1.253100113, + "LDH_Level": 106.3924131, + "Calcium_Level": 8.350959559, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.15469045, + "White_Blood_Cell_Count": 4.501756244, + "Platelet_Count": 168.9551226, + "Albumin_Level": 3.172293088, + "Alkaline_Phosphatase_Level": 83.99223785, + "Alanine_Aminotransferase_Level": 11.3682082, + "Aspartate_Aminotransferase_Level": 48.59595357, + "Creatinine_Level": 0.664333692, + "LDH_Level": 105.8577565, + "Calcium_Level": 8.593853768, + "Phosphorus_Level": 4.836025352, + "Glucose_Level": 127.7384613, + "Potassium_Level": 4.205019908, + "Sodium_Level": 135.3098218, + "Smoking_Pack_Years": 77.8237932 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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137.2415481, + "Calcium_Level": 10.20932114, + "Phosphorus_Level": 4.912382418, + "Glucose_Level": 145.9514515, + "Potassium_Level": 4.930856751, + "Sodium_Level": 140.7717358, + "Smoking_Pack_Years": 55.65288569 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.8037434, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.60185879, + "White_Blood_Cell_Count": 5.12728629, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.96825202, + "White_Blood_Cell_Count": 8.133887693, + "Platelet_Count": 168.5471587, + "Albumin_Level": 4.207855975, + "Alkaline_Phosphatase_Level": 88.82291397, + "Alanine_Aminotransferase_Level": 33.49723787, + "Aspartate_Aminotransferase_Level": 34.19552051, + "Creatinine_Level": 1.31285725, + "LDH_Level": 238.0236707, + "Calcium_Level": 8.455794109, + "Phosphorus_Level": 2.609429687, + "Glucose_Level": 130.9452183, + "Potassium_Level": 3.648256734, + "Sodium_Level": 137.8330605, + "Smoking_Pack_Years": 92.54532819 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.10572625, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.50530706, + "White_Blood_Cell_Count": 8.579995546, + "Platelet_Count": 319.6381821, + "Albumin_Level": 3.037232249, + "Alkaline_Phosphatase_Level": 62.35845915, + "Alanine_Aminotransferase_Level": 25.02921988, + "Aspartate_Aminotransferase_Level": 43.59679336, + "Creatinine_Level": 0.897179976, + "LDH_Level": 195.1942802, + "Calcium_Level": 9.536714622, + "Phosphorus_Level": 3.6168067, + "Glucose_Level": 144.6931772, + "Potassium_Level": 4.008476754, + "Sodium_Level": 137.3915588, + "Smoking_Pack_Years": 14.23744265 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.62169028, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.19771987, + "White_Blood_Cell_Count": 9.633093625, + "Platelet_Count": 276.9078744, + "Albumin_Level": 3.724174416, + "Alkaline_Phosphatase_Level": 82.67093269, + "Alanine_Aminotransferase_Level": 24.5949966, + "Aspartate_Aminotransferase_Level": 25.78027547, + "Creatinine_Level": 0.609510596, + "LDH_Level": 203.8627968, + "Calcium_Level": 8.314714665, + "Phosphorus_Level": 2.649056497, + "Glucose_Level": 139.5799917, + "Potassium_Level": 3.654708784, + "Sodium_Level": 136.4662742, + "Smoking_Pack_Years": 31.20198234 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.40313441, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.96683502, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.37615608, + "White_Blood_Cell_Count": 8.332673636, + "Platelet_Count": 290.5361695, + "Albumin_Level": 3.907565026, + "Alkaline_Phosphatase_Level": 61.53836548, + "Alanine_Aminotransferase_Level": 15.68240433, + "Aspartate_Aminotransferase_Level": 17.0850515, + "Creatinine_Level": 0.63951887, + "LDH_Level": 219.9793089, + "Calcium_Level": 9.860800549, + "Phosphorus_Level": 4.291214331, + "Glucose_Level": 96.72002069, + "Potassium_Level": 4.192480765, + "Sodium_Level": 144.561147, + "Smoking_Pack_Years": 38.41774212 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.06467029, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.4837337, + "White_Blood_Cell_Count": 8.147997752, + "Platelet_Count": 422.1040035, + "Albumin_Level": 3.214961319, + "Alkaline_Phosphatase_Level": 81.06674229, + "Alanine_Aminotransferase_Level": 25.79167056, + "Aspartate_Aminotransferase_Level": 41.19935752, + "Creatinine_Level": 0.554743534, + "LDH_Level": 193.320852, + "Calcium_Level": 9.351989583, + "Phosphorus_Level": 2.852439747, + "Glucose_Level": 149.3665776, + "Potassium_Level": 3.540766408, + "Sodium_Level": 141.7223819, + "Smoking_Pack_Years": 46.78904069 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.15307054, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.38481425, + "White_Blood_Cell_Count": 3.884710387, + "Platelet_Count": 218.9860891, + "Albumin_Level": 3.930808642, + "Alkaline_Phosphatase_Level": 51.37163152, + "Alanine_Aminotransferase_Level": 38.48720303, + "Aspartate_Aminotransferase_Level": 17.79667963, + "Creatinine_Level": 1.178732996, + "LDH_Level": 146.7958431, + "Calcium_Level": 8.769869193, + "Phosphorus_Level": 2.590309263, + "Glucose_Level": 115.81411, + "Potassium_Level": 3.607175209, + "Sodium_Level": 141.3234895, + "Smoking_Pack_Years": 98.95691655 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.56422541, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.53118008, + "White_Blood_Cell_Count": 7.256481596, + "Platelet_Count": 166.3509478, + "Albumin_Level": 4.82094468, + "Alkaline_Phosphatase_Level": 36.99266827, + "Alanine_Aminotransferase_Level": 5.323689597, + "Aspartate_Aminotransferase_Level": 26.29130944, + "Creatinine_Level": 1.397359226, + "LDH_Level": 185.8083182, + "Calcium_Level": 8.677021688, + "Phosphorus_Level": 2.522234183, + "Glucose_Level": 95.61441512, + "Potassium_Level": 4.66132667, + "Sodium_Level": 143.143249, + "Smoking_Pack_Years": 77.15429158 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.42785778, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 19.35525085, + "Creatinine_Level": 0.770396379, + "LDH_Level": 241.1326722, + "Calcium_Level": 9.1199584, + "Phosphorus_Level": 4.78081087, + "Glucose_Level": 140.6047099, + "Potassium_Level": 4.91605055, + "Sodium_Level": 144.5298268, + "Smoking_Pack_Years": 12.74532225 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.84544035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.07452844, + "White_Blood_Cell_Count": 5.453757323, + "Platelet_Count": 153.3500022, + "Albumin_Level": 4.430947804, + "Alkaline_Phosphatase_Level": 117.441652, + "Alanine_Aminotransferase_Level": 11.30735314, + "Aspartate_Aminotransferase_Level": 21.46903723, + "Creatinine_Level": 0.780335205, + "LDH_Level": 243.2421606, + "Calcium_Level": 8.97879926, + "Phosphorus_Level": 2.683882245, + "Glucose_Level": 147.6992095, + "Potassium_Level": 3.718180508, + "Sodium_Level": 138.6051535, + "Smoking_Pack_Years": 89.4733233 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.17937694, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.26372377, + "White_Blood_Cell_Count": 3.631624495, + "Platelet_Count": 436.6199961, + "Albumin_Level": 3.321843271, + "Alkaline_Phosphatase_Level": 102.832284, + "Alanine_Aminotransferase_Level": 28.43170198, + "Aspartate_Aminotransferase_Level": 47.44387829, + "Creatinine_Level": 0.804532535, + "LDH_Level": 199.2077277, + "Calcium_Level": 8.05840951, + "Phosphorus_Level": 2.706764175, + "Glucose_Level": 113.0907107, + "Potassium_Level": 4.562841531, + "Sodium_Level": 138.1887298, + "Smoking_Pack_Years": 79.40600022 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.48488343, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.99617062, + "White_Blood_Cell_Count": 4.541905817, + "Platelet_Count": 406.2585694, + "Albumin_Level": 4.524171419, + "Alkaline_Phosphatase_Level": 32.31422891, + "Alanine_Aminotransferase_Level": 39.72158647, + "Aspartate_Aminotransferase_Level": 40.39276409, + "Creatinine_Level": 0.718144792, + "LDH_Level": 153.6784475, + "Calcium_Level": 10.26259829, + "Phosphorus_Level": 4.91972974, + "Glucose_Level": 87.11232023, + "Potassium_Level": 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21.33916718, + "Aspartate_Aminotransferase_Level": 15.0403906, + "Creatinine_Level": 0.64204653, + "LDH_Level": 148.7453164, + "Calcium_Level": 10.36856559, + "Phosphorus_Level": 3.447737796, + "Glucose_Level": 110.6313072, + "Potassium_Level": 3.996195018, + "Sodium_Level": 135.7902258, + "Smoking_Pack_Years": 3.361007724 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.04756805, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.8459127, + "White_Blood_Cell_Count": 8.83504195, + "Platelet_Count": 443.6142118, + "Albumin_Level": 3.05991309, + "Alkaline_Phosphatase_Level": 91.44580965, + "Alanine_Aminotransferase_Level": 30.93199281, + "Aspartate_Aminotransferase_Level": 13.67532108, + "Creatinine_Level": 0.553759297, + "LDH_Level": 211.6316429, + "Calcium_Level": 9.382203617, + "Phosphorus_Level": 3.895421877, + "Glucose_Level": 97.41156555, + "Potassium_Level": 4.262220212, + "Sodium_Level": 141.6632701, + "Smoking_Pack_Years": 54.50838908 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.41262538, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.72743048, + "White_Blood_Cell_Count": 6.724903129, + "Platelet_Count": 287.6275033, + "Albumin_Level": 4.357475352, + "Alkaline_Phosphatase_Level": 53.64163247, + "Alanine_Aminotransferase_Level": 30.24474411, + "Aspartate_Aminotransferase_Level": 29.51160449, + "Creatinine_Level": 1.37664189, + "LDH_Level": 211.6041634, + "Calcium_Level": 9.509724578, + "Phosphorus_Level": 3.33508375, + "Glucose_Level": 129.0798051, + "Potassium_Level": 4.929643849, + "Sodium_Level": 140.5312232, + "Smoking_Pack_Years": 92.67391268 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.6906389, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.98330545, + "White_Blood_Cell_Count": 4.84274567, + "Platelet_Count": 338.9763429, + "Albumin_Level": 4.903187644, + "Alkaline_Phosphatase_Level": 109.926032, + "Alanine_Aminotransferase_Level": 20.39465838, + "Aspartate_Aminotransferase_Level": 19.09403692, + "Creatinine_Level": 0.840815765, + "LDH_Level": 156.1456537, + "Calcium_Level": 10.15639061, + "Phosphorus_Level": 4.379322818, + "Glucose_Level": 146.5668347, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.61312558, + "White_Blood_Cell_Count": 9.387152177, + "Platelet_Count": 219.1111043, + "Albumin_Level": 4.580835335, + "Alkaline_Phosphatase_Level": 90.30850663, + "Alanine_Aminotransferase_Level": 35.92307802, + "Aspartate_Aminotransferase_Level": 40.4027734, + "Creatinine_Level": 0.759829774, + "LDH_Level": 248.3530181, + "Calcium_Level": 8.333073553, + "Phosphorus_Level": 3.983922274, + "Glucose_Level": 132.6304102, + "Potassium_Level": 4.574059557, + "Sodium_Level": 135.9234495, + "Smoking_Pack_Years": 91.60695924 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.80983378, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.28269941, + "White_Blood_Cell_Count": 9.856355659, + "Platelet_Count": 354.2956837, + "Albumin_Level": 3.514164248, + "Alkaline_Phosphatase_Level": 49.74204066, + "Alanine_Aminotransferase_Level": 10.99647535, + "Aspartate_Aminotransferase_Level": 11.68657992, + "Creatinine_Level": 1.331936045, + "LDH_Level": 181.2466013, + "Calcium_Level": 8.411991156, + "Phosphorus_Level": 4.063978346, + "Glucose_Level": 97.01868426, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.58050626, + "White_Blood_Cell_Count": 3.988337103, + "Platelet_Count": 345.8695467, + "Albumin_Level": 4.144218963, + "Alkaline_Phosphatase_Level": 114.0352678, + "Alanine_Aminotransferase_Level": 15.55680222, + "Aspartate_Aminotransferase_Level": 19.79878505, + "Creatinine_Level": 1.081568072, + "LDH_Level": 223.39738, + "Calcium_Level": 8.08371194, + "Phosphorus_Level": 2.728514682, + "Glucose_Level": 145.8843589, + "Potassium_Level": 4.847349434, + "Sodium_Level": 144.9794604, + "Smoking_Pack_Years": 40.86325089 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.95605643, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.51399165, + "White_Blood_Cell_Count": 7.521446423, + "Platelet_Count": 301.4533951, + "Albumin_Level": 4.894206253, + "Alkaline_Phosphatase_Level": 61.3264158, + "Alanine_Aminotransferase_Level": 10.16294552, + "Aspartate_Aminotransferase_Level": 26.6136694, + "Creatinine_Level": 1.384746624, + "LDH_Level": 130.4207506, + "Calcium_Level": 9.672264338, + "Phosphorus_Level": 3.023115401, + "Glucose_Level": 101.4392274, + "Potassium_Level": 4.410019774, + "Sodium_Level": 139.9798228, + "Smoking_Pack_Years": 39.82438979 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.74038818, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.53216673, + "White_Blood_Cell_Count": 4.183588308, + "Platelet_Count": 173.1805748, + "Albumin_Level": 3.040282395, + "Alkaline_Phosphatase_Level": 48.11856606, + "Alanine_Aminotransferase_Level": 8.307577331, + "Aspartate_Aminotransferase_Level": 17.00965798, + "Creatinine_Level": 0.812955333, + "LDH_Level": 100.9330515, + "Calcium_Level": 10.0157087, + "Phosphorus_Level": 4.831703793, + "Glucose_Level": 101.3766403, + "Potassium_Level": 4.798939155, + "Sodium_Level": 138.5819503, + "Smoking_Pack_Years": 39.42788364 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.71637894, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.05129679, + "White_Blood_Cell_Count": 8.273557122, + "Platelet_Count": 366.9429645, + "Albumin_Level": 4.182725477, + "Alkaline_Phosphatase_Level": 33.26592061, + "Alanine_Aminotransferase_Level": 36.72915045, + "Aspartate_Aminotransferase_Level": 36.48148226, + "Creatinine_Level": 0.847141065, + "LDH_Level": 173.1394527, + "Calcium_Level": 9.420697674, + "Phosphorus_Level": 4.186941997, + "Glucose_Level": 85.54340763, + "Potassium_Level": 3.760328865, + "Sodium_Level": 140.6497653, + "Smoking_Pack_Years": 14.97299952 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.7944348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.41022645, + "White_Blood_Cell_Count": 5.428672082, + "Platelet_Count": 183.6869284, + "Albumin_Level": 3.252176651, + "Alkaline_Phosphatase_Level": 97.21402948, + "Alanine_Aminotransferase_Level": 6.334991712, + "Aspartate_Aminotransferase_Level": 34.45540927, + "Creatinine_Level": 0.634335261, + "LDH_Level": 143.2286248, + "Calcium_Level": 10.1468332, + "Phosphorus_Level": 4.292582063, + "Glucose_Level": 140.3421662, + "Potassium_Level": 4.317107324, + "Sodium_Level": 142.4894435, + "Smoking_Pack_Years": 88.54603253 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.18714994, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.55082368, + "White_Blood_Cell_Count": 8.497927582, + "Platelet_Count": 185.8852015, + "Albumin_Level": 3.359912343, + "Alkaline_Phosphatase_Level": 106.7355246, + "Alanine_Aminotransferase_Level": 30.5429353, + "Aspartate_Aminotransferase_Level": 41.70612062, + "Creatinine_Level": 0.619912438, + "LDH_Level": 213.5304461, + "Calcium_Level": 9.979914661, + "Phosphorus_Level": 3.37982052, + "Glucose_Level": 84.25176905, + "Potassium_Level": 3.698214679, + "Sodium_Level": 141.7137921, + "Smoking_Pack_Years": 79.62220464 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.55948248, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.1038578, + "White_Blood_Cell_Count": 9.022610847, + "Platelet_Count": 294.9159509, + "Albumin_Level": 4.17811341, + "Alkaline_Phosphatase_Level": 86.83873658, + "Alanine_Aminotransferase_Level": 36.89776532, + "Aspartate_Aminotransferase_Level": 22.0458246, + "Creatinine_Level": 0.935921636, + "LDH_Level": 216.6708379, + "Calcium_Level": 8.551920938, + "Phosphorus_Level": 4.230394767, + "Glucose_Level": 106.0942151, + "Potassium_Level": 4.513411651, + "Sodium_Level": 136.9745036, + "Smoking_Pack_Years": 47.65550352 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.55115201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.76485146, + "White_Blood_Cell_Count": 7.173937851, + "Platelet_Count": 213.7980432, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.05488789, + "White_Blood_Cell_Count": 4.233975345, + "Platelet_Count": 167.3350103, + "Albumin_Level": 4.33353438, + "Alkaline_Phosphatase_Level": 56.78728078, + "Alanine_Aminotransferase_Level": 34.86101941, + "Aspartate_Aminotransferase_Level": 29.07246691, + "Creatinine_Level": 0.770770853, + "LDH_Level": 146.4875409, + "Calcium_Level": 8.977880564, + "Phosphorus_Level": 3.384561769, + "Glucose_Level": 127.6139913, + "Potassium_Level": 4.304106491, + "Sodium_Level": 141.3846682, + "Smoking_Pack_Years": 45.60408521 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.47104455, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.88878158, + "White_Blood_Cell_Count": 4.725928202, + "Platelet_Count": 177.9715503, + "Albumin_Level": 4.273358956, + "Alkaline_Phosphatase_Level": 97.39756076, + "Alanine_Aminotransferase_Level": 11.74058148, + "Aspartate_Aminotransferase_Level": 32.52615227, + "Creatinine_Level": 1.264235927, + "LDH_Level": 224.0801763, + "Calcium_Level": 10.22613807, + "Phosphorus_Level": 4.102590082, + "Glucose_Level": 123.0848307, + "Potassium_Level": 3.803987804, + "Sodium_Level": 140.1288605, + "Smoking_Pack_Years": 40.17281685 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.98124527, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.36461195, + "White_Blood_Cell_Count": 8.448608026, + "Platelet_Count": 264.6825092, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.85071226, + "White_Blood_Cell_Count": 5.965567401, + "Platelet_Count": 222.6078331, + "Albumin_Level": 4.135902062, + "Alkaline_Phosphatase_Level": 70.67803485, + "Alanine_Aminotransferase_Level": 31.68286665, + "Aspartate_Aminotransferase_Level": 41.25573951, + "Creatinine_Level": 0.888112641, + "LDH_Level": 154.439469, + "Calcium_Level": 9.049735411, + "Phosphorus_Level": 2.844085707, + "Glucose_Level": 98.41844317, + "Potassium_Level": 3.962921833, + "Sodium_Level": 136.6188404, + "Smoking_Pack_Years": 16.43620689 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.50330987, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": 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239.7983688, + "Calcium_Level": 10.07120918, + "Phosphorus_Level": 4.922326249, + "Glucose_Level": 86.12368379, + "Potassium_Level": 4.044147773, + "Sodium_Level": 140.883185, + "Smoking_Pack_Years": 49.36890691 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.17132505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.21047877, + "White_Blood_Cell_Count": 6.263038206, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.25094645, + "White_Blood_Cell_Count": 3.793766492, + "Platelet_Count": 272.8240234, + "Albumin_Level": 4.271970509, + "Alkaline_Phosphatase_Level": 99.83073718, + "Alanine_Aminotransferase_Level": 21.8405978, + "Aspartate_Aminotransferase_Level": 35.85276259, + "Creatinine_Level": 0.879232085, + "LDH_Level": 205.2528827, + "Calcium_Level": 9.720288177, + "Phosphorus_Level": 4.307126041, + "Glucose_Level": 117.8250224, + "Potassium_Level": 4.879291136, + "Sodium_Level": 138.8749294, + "Smoking_Pack_Years": 68.22855251 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.84650326, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.34786514, + "White_Blood_Cell_Count": 9.523155228, + "Platelet_Count": 155.2644481, + "Albumin_Level": 3.746544869, + "Alkaline_Phosphatase_Level": 44.13320835, + "Alanine_Aminotransferase_Level": 19.68305651, + "Aspartate_Aminotransferase_Level": 26.69953444, + "Creatinine_Level": 1.223197905, + "LDH_Level": 194.3738357, + "Calcium_Level": 9.699705839, + "Phosphorus_Level": 4.12408457, + "Glucose_Level": 127.5625467, + "Potassium_Level": 4.944338547, + "Sodium_Level": 136.7342223, + "Smoking_Pack_Years": 94.47046025 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.45956792, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.66327977, + "White_Blood_Cell_Count": 5.261282974, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.47384968, + "White_Blood_Cell_Count": 6.370074648, + "Platelet_Count": 160.8643022, + "Albumin_Level": 3.091883486, + "Alkaline_Phosphatase_Level": 74.32601692, + "Alanine_Aminotransferase_Level": 24.99313019, + "Aspartate_Aminotransferase_Level": 40.72722654, + "Creatinine_Level": 1.479071735, + "LDH_Level": 245.8071489, + "Calcium_Level": 8.174357412, + "Phosphorus_Level": 3.131932469, + "Glucose_Level": 94.9312871, + "Potassium_Level": 4.750878766, + "Sodium_Level": 139.8172458, + "Smoking_Pack_Years": 40.4289959 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.90230094, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.38670962, + "White_Blood_Cell_Count": 8.875802714, + "Platelet_Count": 261.4100742, + "Albumin_Level": 3.066562009, + "Alkaline_Phosphatase_Level": 89.64909797, + "Alanine_Aminotransferase_Level": 13.51248054, + "Aspartate_Aminotransferase_Level": 36.45592749, + "Creatinine_Level": 1.317155049, + "LDH_Level": 141.1832148, + "Calcium_Level": 9.332754888, + "Phosphorus_Level": 3.013738221, + "Glucose_Level": 104.7923863, + "Potassium_Level": 4.208790038, + "Sodium_Level": 144.0037098, + "Smoking_Pack_Years": 26.49195656 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.78540832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Alanine_Aminotransferase_Level": 5.668162081, + "Aspartate_Aminotransferase_Level": 14.60509329, + "Creatinine_Level": 0.737616745, + "LDH_Level": 148.3783928, + "Calcium_Level": 8.877596562, + "Phosphorus_Level": 4.089115718, + "Glucose_Level": 136.0585784, + "Potassium_Level": 4.489649297, + "Sodium_Level": 136.4106888, + "Smoking_Pack_Years": 7.564879071 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.39065173, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.37753927, + "White_Blood_Cell_Count": 8.561472659, + "Platelet_Count": 216.4447044, + "Albumin_Level": 4.448225913, + "Alkaline_Phosphatase_Level": 34.66310203, + "Alanine_Aminotransferase_Level": 37.59286481, + "Aspartate_Aminotransferase_Level": 25.61439806, + "Creatinine_Level": 1.090961982, + "LDH_Level": 133.7831142, + "Calcium_Level": 8.563200933, + "Phosphorus_Level": 3.949681548, + "Glucose_Level": 82.80569778, + "Potassium_Level": 3.992107256, + "Sodium_Level": 135.9313712, + "Smoking_Pack_Years": 28.88447273 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.09375655, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.93498485, + "White_Blood_Cell_Count": 4.708559529, + "Platelet_Count": 399.2044337, + "Albumin_Level": 4.881368526, + "Alkaline_Phosphatase_Level": 71.64172428, + "Alanine_Aminotransferase_Level": 31.35435389, + "Aspartate_Aminotransferase_Level": 27.72701363, + "Creatinine_Level": 1.093983173, + "LDH_Level": 120.4175995, + "Calcium_Level": 9.805622481, + "Phosphorus_Level": 4.529514043, + "Glucose_Level": 72.06158106, + "Potassium_Level": 4.528343097, + "Sodium_Level": 142.3028513, + "Smoking_Pack_Years": 58.7496571 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.30227651, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.2221674, + "White_Blood_Cell_Count": 9.226587396, + "Platelet_Count": 405.5239624, + "Albumin_Level": 4.135570275, + "Alkaline_Phosphatase_Level": 71.65445395, + "Alanine_Aminotransferase_Level": 32.85261146, + "Aspartate_Aminotransferase_Level": 49.12126165, + "Creatinine_Level": 1.142046376, + "LDH_Level": 236.895718, + "Calcium_Level": 10.42555397, + "Phosphorus_Level": 2.516804448, + "Glucose_Level": 101.9398314, + "Potassium_Level": 3.505947443, + "Sodium_Level": 139.1232148, + "Smoking_Pack_Years": 74.70554699 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.97811199, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.81174808, + "White_Blood_Cell_Count": 4.635340571, + "Platelet_Count": 341.2290483, + "Albumin_Level": 4.391057399, + "Alkaline_Phosphatase_Level": 33.78554538, + "Alanine_Aminotransferase_Level": 22.29033725, + "Aspartate_Aminotransferase_Level": 41.57050136, + "Creatinine_Level": 0.708111028, + "LDH_Level": 128.0388615, + "Calcium_Level": 8.316602305, + "Phosphorus_Level": 4.245406046, + "Glucose_Level": 86.81112899, + "Potassium_Level": 4.558721135, + "Sodium_Level": 142.0175696, + "Smoking_Pack_Years": 45.92652003 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.42230323, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.42244519, + "White_Blood_Cell_Count": 4.578278169, + "Platelet_Count": 342.7184042, + "Albumin_Level": 4.154686627, + "Alkaline_Phosphatase_Level": 112.7874824, + "Alanine_Aminotransferase_Level": 35.48501278, + "Aspartate_Aminotransferase_Level": 17.7660243, + "Creatinine_Level": 0.775824806, + "LDH_Level": 239.9421443, + "Calcium_Level": 10.41704832, + "Phosphorus_Level": 2.942664168, + "Glucose_Level": 146.2101492, + "Potassium_Level": 4.49797937, + "Sodium_Level": 141.4971264, + "Smoking_Pack_Years": 18.48321962 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.58726342, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.32351453, + "White_Blood_Cell_Count": 8.432288724, + "Platelet_Count": 438.5709246, + "Albumin_Level": 4.838882626, + "Alkaline_Phosphatase_Level": 73.88517371, + "Alanine_Aminotransferase_Level": 20.38019235, + "Aspartate_Aminotransferase_Level": 15.27733286, + "Creatinine_Level": 1.253509311, + "LDH_Level": 158.9201601, + "Calcium_Level": 10.44762212, + "Phosphorus_Level": 2.623463668, + "Glucose_Level": 85.32255833, + "Potassium_Level": 3.724244426, + "Sodium_Level": 144.5691575, + "Smoking_Pack_Years": 4.867489556 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.69828353, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.40651161, + "White_Blood_Cell_Count": 9.233075474, + "Platelet_Count": 363.9998522, + "Albumin_Level": 3.47751797, + "Alkaline_Phosphatase_Level": 111.1380568, + "Alanine_Aminotransferase_Level": 11.66340041, + "Aspartate_Aminotransferase_Level": 36.81611582, + "Creatinine_Level": 0.790121869, + "LDH_Level": 154.440466, + "Calcium_Level": 9.535424319, + "Phosphorus_Level": 2.643563619, + "Glucose_Level": 135.5947164, + "Potassium_Level": 4.976326377, + "Sodium_Level": 139.7765868, + "Smoking_Pack_Years": 72.37987991 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.85197555, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.2889372, + "White_Blood_Cell_Count": 7.112994632, + "Platelet_Count": 159.9679276, + "Albumin_Level": 4.383435028, + "Alkaline_Phosphatase_Level": 109.8535595, + "Alanine_Aminotransferase_Level": 24.01503774, + "Aspartate_Aminotransferase_Level": 11.71867363, + "Creatinine_Level": 0.779052451, + "LDH_Level": 171.0671379, + "Calcium_Level": 8.660146916, + "Phosphorus_Level": 2.818870715, + "Glucose_Level": 137.5199211, + "Potassium_Level": 4.819119813, + "Sodium_Level": 144.4574165, + "Smoking_Pack_Years": 29.23712904 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.24188283, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.27006495, + "White_Blood_Cell_Count": 9.878821149, + "Platelet_Count": 317.7000472, + "Albumin_Level": 4.760273372, + "Alkaline_Phosphatase_Level": 89.46610783, + "Alanine_Aminotransferase_Level": 9.903071929, + "Aspartate_Aminotransferase_Level": 13.91494763, + "Creatinine_Level": 1.223409409, + "LDH_Level": 175.4385347, + "Calcium_Level": 9.556455449, + "Phosphorus_Level": 2.811764104, + "Glucose_Level": 92.78881015, + "Potassium_Level": 3.766734934, + "Sodium_Level": 136.5357881, + "Smoking_Pack_Years": 86.17364759 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.00420347, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.05049274, + "White_Blood_Cell_Count": 7.911059642, + "Platelet_Count": 191.198805, + "Albumin_Level": 4.887350966, + "Alkaline_Phosphatase_Level": 55.51667641, + "Alanine_Aminotransferase_Level": 9.492534414, + "Aspartate_Aminotransferase_Level": 35.69543455, + "Creatinine_Level": 0.647711904, + "LDH_Level": 146.8095247, + "Calcium_Level": 8.684214636, + "Phosphorus_Level": 2.863201674, + "Glucose_Level": 76.78472091, + "Potassium_Level": 3.681779216, + "Sodium_Level": 135.3864467, + "Smoking_Pack_Years": 53.21917943 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.79344356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.59509217, + "White_Blood_Cell_Count": 9.669283809, + "Platelet_Count": 262.3362086, + "Albumin_Level": 3.246753361, + "Alkaline_Phosphatase_Level": 91.83592314, + "Alanine_Aminotransferase_Level": 37.45747899, + "Aspartate_Aminotransferase_Level": 27.14271687, + "Creatinine_Level": 0.604506406, + "LDH_Level": 209.9020939, + "Calcium_Level": 9.946409577, + "Phosphorus_Level": 3.184106943, + "Glucose_Level": 110.1762423, + "Potassium_Level": 4.707546569, + "Sodium_Level": 137.4474646, + "Smoking_Pack_Years": 81.38132869 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.74322058, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.73745369, + "White_Blood_Cell_Count": 4.0215284, + "Platelet_Count": 234.8477108, + "Albumin_Level": 4.89467715, + "Alkaline_Phosphatase_Level": 101.5358453, + "Alanine_Aminotransferase_Level": 30.36415014, + "Aspartate_Aminotransferase_Level": 38.30265816, + "Creatinine_Level": 0.540320678, + "LDH_Level": 212.2770026, + "Calcium_Level": 9.206727677, + "Phosphorus_Level": 4.716577323, + "Glucose_Level": 111.7533634, + "Potassium_Level": 4.541675715, + "Sodium_Level": 141.5456695, + "Smoking_Pack_Years": 59.24743664 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.36456554, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.55811976, + "White_Blood_Cell_Count": 7.238609706, + "Platelet_Count": 170.6122946, + "Albumin_Level": 3.122389096, + "Alkaline_Phosphatase_Level": 109.3419307, + "Alanine_Aminotransferase_Level": 11.44857398, + "Aspartate_Aminotransferase_Level": 36.45244228, + "Creatinine_Level": 1.397933572, + "LDH_Level": 192.9299445, + "Calcium_Level": 10.41261689, + "Phosphorus_Level": 4.256798071, + "Glucose_Level": 130.6468536, + "Potassium_Level": 4.229149748, + "Sodium_Level": 143.2411694, + "Smoking_Pack_Years": 95.73124973 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 44.26272125, + "Alanine_Aminotransferase_Level": 33.53152053, + "Aspartate_Aminotransferase_Level": 18.9606095, + "Creatinine_Level": 1.204708442, + "LDH_Level": 141.7417474, + "Calcium_Level": 8.95204755, + "Phosphorus_Level": 4.911175006, + "Glucose_Level": 114.922406, + "Potassium_Level": 4.834362887, + "Sodium_Level": 137.7657986, + "Smoking_Pack_Years": 86.89618017 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.04899567, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.27684062, + "White_Blood_Cell_Count": 7.563000837, + "Platelet_Count": 243.472056, + "Albumin_Level": 3.758451309, + "Alkaline_Phosphatase_Level": 52.97808317, + "Alanine_Aminotransferase_Level": 30.45056345, + "Aspartate_Aminotransferase_Level": 49.60730037, + "Creatinine_Level": 0.674973403, + "LDH_Level": 161.6235343, + "Calcium_Level": 9.648291291, + "Phosphorus_Level": 3.54510847, + "Glucose_Level": 133.5313457, + "Potassium_Level": 4.262338875, + "Sodium_Level": 140.876035, + "Smoking_Pack_Years": 0.455972322 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.04274164, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.59446029, + "White_Blood_Cell_Count": 8.467590118, + "Platelet_Count": 221.8824279, + "Albumin_Level": 3.164712375, + "Alkaline_Phosphatase_Level": 41.02033095, + "Alanine_Aminotransferase_Level": 8.407383411, + "Aspartate_Aminotransferase_Level": 27.92402769, + "Creatinine_Level": 0.645284401, + "LDH_Level": 167.650408, + "Calcium_Level": 9.688498848, + "Phosphorus_Level": 4.822902274, + "Glucose_Level": 149.4315301, + "Potassium_Level": 3.541760081, + "Sodium_Level": 141.9345806, + "Smoking_Pack_Years": 30.89109097 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Albumin_Level": 3.260257286, + "Alkaline_Phosphatase_Level": 112.5219673, + "Alanine_Aminotransferase_Level": 28.87229023, + "Aspartate_Aminotransferase_Level": 49.0446304, + "Creatinine_Level": 0.724087115, + "LDH_Level": 139.508398, + "Calcium_Level": 9.104826243, + "Phosphorus_Level": 4.343019481, + "Glucose_Level": 99.752513, + "Potassium_Level": 4.567838571, + "Sodium_Level": 144.5159296, + "Smoking_Pack_Years": 91.51028472 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.22991717, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.05019354, + "White_Blood_Cell_Count": 4.43161595, + "Platelet_Count": 398.9110334, + "Albumin_Level": 4.310699878, + "Alkaline_Phosphatase_Level": 83.44247427, + "Alanine_Aminotransferase_Level": 32.31901693, + "Aspartate_Aminotransferase_Level": 39.97623012, + "Creatinine_Level": 0.643950995, + "LDH_Level": 190.9077271, + "Calcium_Level": 8.148926433, + "Phosphorus_Level": 2.716773873, + "Glucose_Level": 125.2984048, + "Potassium_Level": 4.52005295, + "Sodium_Level": 136.7307014, + "Smoking_Pack_Years": 68.89680168 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.84562424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.43866615, + "White_Blood_Cell_Count": 4.858113227, + "Platelet_Count": 378.7155819, + "Albumin_Level": 4.601566075, + "Alkaline_Phosphatase_Level": 99.21816054, + "Alanine_Aminotransferase_Level": 38.43037922, + "Aspartate_Aminotransferase_Level": 21.96496699, + "Creatinine_Level": 1.396299083, + "LDH_Level": 170.9601115, + "Calcium_Level": 8.307246131, + "Phosphorus_Level": 3.810865754, + "Glucose_Level": 136.6059873, + "Potassium_Level": 4.285832731, + "Sodium_Level": 141.8637623, + "Smoking_Pack_Years": 11.74839528 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.12391227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.61942268, + "White_Blood_Cell_Count": 7.450220425, + "Platelet_Count": 242.2899683, + "Albumin_Level": 3.43600043, + "Alkaline_Phosphatase_Level": 88.70219566, + "Alanine_Aminotransferase_Level": 8.856302981, + "Aspartate_Aminotransferase_Level": 23.31063442, + "Creatinine_Level": 1.180221607, + "LDH_Level": 205.302018, + "Calcium_Level": 9.058733025, + "Phosphorus_Level": 3.180361949, + "Glucose_Level": 132.3519283, + "Potassium_Level": 3.753663907, + "Sodium_Level": 137.005775, + "Smoking_Pack_Years": 38.9514226 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.81327846, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.24452839, + "White_Blood_Cell_Count": 6.295202798, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.93163274, + "White_Blood_Cell_Count": 7.923947122, + "Platelet_Count": 328.8606573, + "Albumin_Level": 4.231750466, + "Alkaline_Phosphatase_Level": 47.50222184, + "Alanine_Aminotransferase_Level": 21.92501841, + "Aspartate_Aminotransferase_Level": 35.62746175, + "Creatinine_Level": 1.133807633, + "LDH_Level": 118.9322785, + "Calcium_Level": 9.205856871, + "Phosphorus_Level": 2.549124432, + "Glucose_Level": 128.0689621, + "Potassium_Level": 4.969452229, + "Sodium_Level": 135.269898, + "Smoking_Pack_Years": 49.50453166 + }, + { + "Age": 36, + "Gender": "Male", 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160.5632659, + "Calcium_Level": 10.32104229, + "Phosphorus_Level": 2.80412478, + "Glucose_Level": 120.3199098, + "Potassium_Level": 3.69036848, + "Sodium_Level": 141.3620999, + "Smoking_Pack_Years": 9.070771823 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.47051235, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.9931403, + "White_Blood_Cell_Count": 9.951040655, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.72655028, + "White_Blood_Cell_Count": 3.586903146, + "Platelet_Count": 179.922988, + "Albumin_Level": 3.819146947, + "Alkaline_Phosphatase_Level": 99.85501121, + "Alanine_Aminotransferase_Level": 37.50227006, + "Aspartate_Aminotransferase_Level": 13.75822014, + "Creatinine_Level": 1.490106127, + "LDH_Level": 117.1441855, + "Calcium_Level": 9.397948055, + "Phosphorus_Level": 4.510474806, + "Glucose_Level": 148.4440098, + "Potassium_Level": 4.926474235, + "Sodium_Level": 136.4896065, + "Smoking_Pack_Years": 14.38356036 + }, + { + "Age": 45, + "Gender": "Male", 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181.60734, + "Calcium_Level": 9.789963748, + "Phosphorus_Level": 4.176999062, + "Glucose_Level": 134.0169878, + "Potassium_Level": 4.000932591, + "Sodium_Level": 141.3422875, + "Smoking_Pack_Years": 51.77365944 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.21917557, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.5209808, + "White_Blood_Cell_Count": 4.022949874, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.57372776, + "White_Blood_Cell_Count": 4.596711116, + "Platelet_Count": 267.7621724, + "Albumin_Level": 4.670800887, + "Alkaline_Phosphatase_Level": 68.16099288, + "Alanine_Aminotransferase_Level": 17.97734691, + "Aspartate_Aminotransferase_Level": 22.37067536, + "Creatinine_Level": 1.444789311, + "LDH_Level": 225.7803582, + "Calcium_Level": 9.50563759, + "Phosphorus_Level": 2.771503828, + "Glucose_Level": 107.1289969, + "Potassium_Level": 4.396394627, + "Sodium_Level": 138.006402, + "Smoking_Pack_Years": 78.0751723 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.42080486, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.48938234, + "White_Blood_Cell_Count": 4.506766449, + "Platelet_Count": 273.3957806, + "Albumin_Level": 4.632847213, + "Alkaline_Phosphatase_Level": 64.1174548, + "Alanine_Aminotransferase_Level": 35.40370086, + "Aspartate_Aminotransferase_Level": 30.74105472, + "Creatinine_Level": 1.18510156, + "LDH_Level": 193.7985476, + "Calcium_Level": 10.11305498, + "Phosphorus_Level": 4.604007832, + "Glucose_Level": 96.30742883, + "Potassium_Level": 3.630856239, + "Sodium_Level": 137.0677875, + "Smoking_Pack_Years": 37.77100052 + }, + { + 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"LDH_Level": 147.0064437, + "Calcium_Level": 9.987749285, + "Phosphorus_Level": 3.460374058, + "Glucose_Level": 85.65277563, + "Potassium_Level": 3.763953217, + "Sodium_Level": 138.4667382, + "Smoking_Pack_Years": 7.35457296 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.01429538, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.94862906, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.77490531, + "White_Blood_Cell_Count": 6.968217239, + "Platelet_Count": 278.4940807, + "Albumin_Level": 3.807314908, + "Alkaline_Phosphatase_Level": 90.54620443, + "Alanine_Aminotransferase_Level": 19.50408025, + "Aspartate_Aminotransferase_Level": 16.76395706, + "Creatinine_Level": 0.609271827, + "LDH_Level": 219.69686, + "Calcium_Level": 10.01742543, + "Phosphorus_Level": 4.542412519, + "Glucose_Level": 147.8222804, + "Potassium_Level": 4.589448323, + "Sodium_Level": 141.6623303, + "Smoking_Pack_Years": 47.38325763 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.14299914, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.76940369, + "White_Blood_Cell_Count": 7.803514054, + "Platelet_Count": 397.4822337, + "Albumin_Level": 3.336313389, + "Alkaline_Phosphatase_Level": 91.84249544, + "Alanine_Aminotransferase_Level": 22.4381271, + "Aspartate_Aminotransferase_Level": 21.14658404, + "Creatinine_Level": 1.020325927, + "LDH_Level": 186.8820851, + "Calcium_Level": 8.760628885, + "Phosphorus_Level": 3.278234814, + "Glucose_Level": 81.13247182, + "Potassium_Level": 4.65362208, + "Sodium_Level": 135.3077816, + "Smoking_Pack_Years": 6.414644805 + }, + { 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0.768336026, + "LDH_Level": 118.1686502, + "Calcium_Level": 8.71594856, + "Phosphorus_Level": 3.440733951, + "Glucose_Level": 118.1588335, + "Potassium_Level": 4.285241395, + "Sodium_Level": 142.8647151, + "Smoking_Pack_Years": 8.352876712 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.00516494, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.78167087, + "White_Blood_Cell_Count": 7.219840435, + "Platelet_Count": 286.3975121, + "Albumin_Level": 3.150966031, + "Alkaline_Phosphatase_Level": 93.55119942, + "Alanine_Aminotransferase_Level": 17.55166763, + "Aspartate_Aminotransferase_Level": 38.24929474, + "Creatinine_Level": 1.108833602, + "LDH_Level": 235.0385489, + "Calcium_Level": 9.631634578, + "Phosphorus_Level": 2.720733405, + "Glucose_Level": 134.2186507, + "Potassium_Level": 3.700815035, + "Sodium_Level": 142.4529176, + "Smoking_Pack_Years": 3.692672824 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.77872568, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.15570442, + "White_Blood_Cell_Count": 7.248856451, + "Platelet_Count": 337.2677293, + "Albumin_Level": 3.088349131, + "Alkaline_Phosphatase_Level": 39.68514815, + "Alanine_Aminotransferase_Level": 22.7435758, + "Aspartate_Aminotransferase_Level": 43.10926108, + "Creatinine_Level": 0.608509418, + "LDH_Level": 240.8362907, + "Calcium_Level": 9.290089903, + "Phosphorus_Level": 2.619145309, + "Glucose_Level": 123.5822146, + "Potassium_Level": 3.636358586, + "Sodium_Level": 141.1859612, + "Smoking_Pack_Years": 86.95897029 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.66561452, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.69897808, + "White_Blood_Cell_Count": 8.338363934, + "Platelet_Count": 385.6312477, + "Albumin_Level": 4.805638783, + "Alkaline_Phosphatase_Level": 52.25786731, + "Alanine_Aminotransferase_Level": 9.520029983, + "Aspartate_Aminotransferase_Level": 27.60583306, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.5769353, + "White_Blood_Cell_Count": 5.781402352, + "Platelet_Count": 396.5476875, + "Albumin_Level": 3.479223531, + "Alkaline_Phosphatase_Level": 40.40260886, + "Alanine_Aminotransferase_Level": 14.52832381, + "Aspartate_Aminotransferase_Level": 10.00086041, + "Creatinine_Level": 0.65796898, + "LDH_Level": 111.9699889, + "Calcium_Level": 8.980721398, + "Phosphorus_Level": 3.198481003, + "Glucose_Level": 145.5665385, + "Potassium_Level": 4.333488819, + "Sodium_Level": 140.3995606, + "Smoking_Pack_Years": 89.97113743 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.5460687, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "African American", 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.2251553, + "White_Blood_Cell_Count": 5.483512111, + "Platelet_Count": 217.757978, + "Albumin_Level": 3.074551864, + "Alkaline_Phosphatase_Level": 61.52363977, + "Alanine_Aminotransferase_Level": 38.35864479, + "Aspartate_Aminotransferase_Level": 39.33395343, + "Creatinine_Level": 0.625191239, + "LDH_Level": 179.4877224, + "Calcium_Level": 8.114893639, + "Phosphorus_Level": 4.55197993, + "Glucose_Level": 92.20497757, + "Potassium_Level": 4.254005327, + "Sodium_Level": 137.4795189, + "Smoking_Pack_Years": 49.83385815 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.73393896, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 28.88654973, + "Creatinine_Level": 0.608118767, + "LDH_Level": 182.5335751, + "Calcium_Level": 9.98419331, + "Phosphorus_Level": 4.67795947, + "Glucose_Level": 96.19775324, + "Potassium_Level": 3.514031771, + "Sodium_Level": 135.9887853, + "Smoking_Pack_Years": 74.00785124 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.32180556, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.59535027, + "White_Blood_Cell_Count": 4.711693891, + "Platelet_Count": 256.3340654, + "Albumin_Level": 4.156725539, + "Alkaline_Phosphatase_Level": 47.6776985, + "Alanine_Aminotransferase_Level": 37.52734962, + "Aspartate_Aminotransferase_Level": 13.55407863, + "Creatinine_Level": 1.062303853, + "LDH_Level": 141.370408, + "Calcium_Level": 8.605154994, + "Phosphorus_Level": 4.365766683, + "Glucose_Level": 98.4730551, + "Potassium_Level": 4.132290387, + "Sodium_Level": 137.5162573, + "Smoking_Pack_Years": 63.85244317 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.50661731, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.25440243, + "White_Blood_Cell_Count": 8.614382125, + "Platelet_Count": 333.9563747, + "Albumin_Level": 4.707339077, + "Alkaline_Phosphatase_Level": 54.32776073, + "Alanine_Aminotransferase_Level": 30.11506943, + "Aspartate_Aminotransferase_Level": 37.92179403, + "Creatinine_Level": 1.341969301, + "LDH_Level": 207.862149, + "Calcium_Level": 9.165742787, + "Phosphorus_Level": 3.668274446, + "Glucose_Level": 74.92088654, + "Potassium_Level": 3.894275803, + "Sodium_Level": 144.2976439, + "Smoking_Pack_Years": 65.48739516 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.38007094, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.79199095, + "White_Blood_Cell_Count": 8.583873527, + "Platelet_Count": 372.7179758, + "Albumin_Level": 4.968208808, + "Alkaline_Phosphatase_Level": 72.71161237, + "Alanine_Aminotransferase_Level": 13.25543767, + "Aspartate_Aminotransferase_Level": 45.03030765, + "Creatinine_Level": 0.744878821, + "LDH_Level": 106.2422785, + "Calcium_Level": 10.33729013, + "Phosphorus_Level": 3.55247127, + "Glucose_Level": 116.3332924, + "Potassium_Level": 4.636398604, + "Sodium_Level": 137.9132967, + "Smoking_Pack_Years": 60.98710838 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.121892, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 101, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.96111611, + "White_Blood_Cell_Count": 8.314137916, + "Platelet_Count": 393.5309944, + "Albumin_Level": 4.85665197, + "Alkaline_Phosphatase_Level": 40.94668953, + "Alanine_Aminotransferase_Level": 7.358483267, + "Aspartate_Aminotransferase_Level": 36.29655384, + "Creatinine_Level": 0.610037318, + "LDH_Level": 194.9231233, + "Calcium_Level": 8.674762341, + "Phosphorus_Level": 4.640921816, + "Glucose_Level": 112.5927913, + "Potassium_Level": 4.359401382, + "Sodium_Level": 136.5339344, + "Smoking_Pack_Years": 47.42989167 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.6366125, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.17147922, + "White_Blood_Cell_Count": 4.055573733, + "Platelet_Count": 301.118656, + "Albumin_Level": 4.411606164, + "Alkaline_Phosphatase_Level": 32.48222267, + "Alanine_Aminotransferase_Level": 17.56660322, + "Aspartate_Aminotransferase_Level": 27.26592888, + "Creatinine_Level": 0.747836751, + "LDH_Level": 117.754196, + "Calcium_Level": 8.880527165, + "Phosphorus_Level": 2.572676872, + "Glucose_Level": 75.08684647, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 33.08078447, + "Aspartate_Aminotransferase_Level": 33.4644957, + "Creatinine_Level": 0.561253113, + "LDH_Level": 202.3926111, + "Calcium_Level": 10.23886337, + "Phosphorus_Level": 3.7806781, + "Glucose_Level": 116.7219103, + "Potassium_Level": 3.933494516, + "Sodium_Level": 135.3106053, + "Smoking_Pack_Years": 51.44630478 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.75533356, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.60918381, + "White_Blood_Cell_Count": 9.515980833, + "Platelet_Count": 187.7599653, + "Albumin_Level": 4.925865157, + "Alkaline_Phosphatase_Level": 115.5724165, + "Alanine_Aminotransferase_Level": 8.35382278, + "Aspartate_Aminotransferase_Level": 18.23736701, + "Creatinine_Level": 0.588135035, + "LDH_Level": 148.7685062, + "Calcium_Level": 8.242036452, + "Phosphorus_Level": 4.396661813, + "Glucose_Level": 113.867561, + "Potassium_Level": 3.833864549, + "Sodium_Level": 140.6722336, + "Smoking_Pack_Years": 35.4030058 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.52944835, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.81723002, + "White_Blood_Cell_Count": 5.200762809, + "Platelet_Count": 259.5697789, + "Albumin_Level": 4.159875296, + "Alkaline_Phosphatase_Level": 47.24254178, + "Alanine_Aminotransferase_Level": 27.26530675, + "Aspartate_Aminotransferase_Level": 10.03813412, + "Creatinine_Level": 0.70375237, + "LDH_Level": 135.1850165, + "Calcium_Level": 9.798731868, + "Phosphorus_Level": 2.915259213, + "Glucose_Level": 135.9707634, + "Potassium_Level": 4.660343505, + "Sodium_Level": 141.1989739, + "Smoking_Pack_Years": 91.67360083 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.38253567, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 32.13884057, + "Aspartate_Aminotransferase_Level": 10.7715532, + "Creatinine_Level": 0.603982077, + "LDH_Level": 133.0778884, + "Calcium_Level": 9.354132842, + "Phosphorus_Level": 3.880673799, + "Glucose_Level": 142.1645906, + "Potassium_Level": 4.682118623, + "Sodium_Level": 136.1306407, + "Smoking_Pack_Years": 37.41045924 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.67488994, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.86096701, + "White_Blood_Cell_Count": 5.065980754, + "Platelet_Count": 339.4382161, + "Albumin_Level": 4.063880444, + "Alkaline_Phosphatase_Level": 62.19493658, + "Alanine_Aminotransferase_Level": 8.99894692, + "Aspartate_Aminotransferase_Level": 38.1423033, + "Creatinine_Level": 0.646707347, + "LDH_Level": 141.6762426, + "Calcium_Level": 8.844918315, + "Phosphorus_Level": 2.884100404, + "Glucose_Level": 87.91372706, + "Potassium_Level": 4.386006695, + "Sodium_Level": 136.4589222, + "Smoking_Pack_Years": 45.11013768 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.49841219, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + 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"Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.77022111, + "White_Blood_Cell_Count": 5.312555171, + "Platelet_Count": 293.0178942, + "Albumin_Level": 4.9061883, + "Alkaline_Phosphatase_Level": 81.15435781, + "Alanine_Aminotransferase_Level": 25.98760997, + "Aspartate_Aminotransferase_Level": 26.13435604, + "Creatinine_Level": 0.801597323, + "LDH_Level": 145.7543932, + "Calcium_Level": 8.848908454, + "Phosphorus_Level": 3.639559754, + "Glucose_Level": 98.78140352, + "Potassium_Level": 3.786739241, + "Sodium_Level": 137.6770973, + "Smoking_Pack_Years": 87.50315415 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.0067474, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.48583631, + "White_Blood_Cell_Count": 6.069680544, + "Platelet_Count": 341.6657753, + "Albumin_Level": 4.063239827, + "Alkaline_Phosphatase_Level": 103.1800747, 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"No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.56755711, + "White_Blood_Cell_Count": 9.095499221, + "Platelet_Count": 180.7518626, + "Albumin_Level": 3.687243964, + "Alkaline_Phosphatase_Level": 98.70906113, + "Alanine_Aminotransferase_Level": 5.133343152, + "Aspartate_Aminotransferase_Level": 40.36335512, + "Creatinine_Level": 0.871183411, + "LDH_Level": 212.0031085, + "Calcium_Level": 8.285570953, + "Phosphorus_Level": 3.625614015, + "Glucose_Level": 86.25701502, + "Potassium_Level": 3.753204962, + "Sodium_Level": 135.8228853, + "Smoking_Pack_Years": 52.53768311 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.4500687, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.13696692, + "White_Blood_Cell_Count": 8.041934378, + "Platelet_Count": 206.6785014, + "Albumin_Level": 4.644494039, + "Alkaline_Phosphatase_Level": 109.3639156, + "Alanine_Aminotransferase_Level": 28.30639069, + "Aspartate_Aminotransferase_Level": 15.41078086, + "Creatinine_Level": 1.136688409, + "LDH_Level": 162.4390016, + "Calcium_Level": 8.573437444, + "Phosphorus_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.2869256, + "White_Blood_Cell_Count": 4.969141826, + "Platelet_Count": 208.6595461, + "Albumin_Level": 4.325861964, + "Alkaline_Phosphatase_Level": 110.8150682, + "Alanine_Aminotransferase_Level": 11.75406208, + "Aspartate_Aminotransferase_Level": 29.90068427, + "Creatinine_Level": 1.335697099, + "LDH_Level": 179.9510684, + "Calcium_Level": 9.802526573, + "Phosphorus_Level": 3.268537679, + "Glucose_Level": 129.7736904, + "Potassium_Level": 4.231841414, + "Sodium_Level": 137.0911744, + "Smoking_Pack_Years": 61.62927517 + }, + { + "Age": 59, + "Gender": "Female", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.47001324, + "White_Blood_Cell_Count": 5.583086333, + "Platelet_Count": 296.5201769, + "Albumin_Level": 3.214337201, + "Alkaline_Phosphatase_Level": 61.35913419, + "Alanine_Aminotransferase_Level": 28.6173533, + "Aspartate_Aminotransferase_Level": 23.09098483, + "Creatinine_Level": 0.847262333, + "LDH_Level": 129.9224617, + "Calcium_Level": 10.38942277, + "Phosphorus_Level": 2.876534635, + "Glucose_Level": 98.13835136, + "Potassium_Level": 4.455241635, + "Sodium_Level": 144.5101232, + "Smoking_Pack_Years": 99.53295789 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.61351188, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", 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"Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.82077142, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.27973, + "White_Blood_Cell_Count": 5.858399926, + "Platelet_Count": 371.6386689, + "Albumin_Level": 4.319061181, + "Alkaline_Phosphatase_Level": 110.8587498, + "Alanine_Aminotransferase_Level": 5.070098287, + "Aspartate_Aminotransferase_Level": 25.5503012, + "Creatinine_Level": 1.369416357, + 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.21890099, + "White_Blood_Cell_Count": 7.235369231, + "Platelet_Count": 388.313413, + "Albumin_Level": 4.029015304, + "Alkaline_Phosphatase_Level": 112.4510226, + "Alanine_Aminotransferase_Level": 23.20071892, + "Aspartate_Aminotransferase_Level": 38.06009746, + "Creatinine_Level": 0.704411809, + "LDH_Level": 192.024785, + "Calcium_Level": 8.926633895, + "Phosphorus_Level": 3.822021532, + "Glucose_Level": 112.3324972, + "Potassium_Level": 4.002935252, + "Sodium_Level": 135.5309439, + "Smoking_Pack_Years": 72.1547357 + }, + { + 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44.52177522 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.40539411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.14755009, + "White_Blood_Cell_Count": 9.77847649, + "Platelet_Count": 446.4063199, + "Albumin_Level": 3.444567585, + "Alkaline_Phosphatase_Level": 95.76747275, + "Alanine_Aminotransferase_Level": 39.56112033, + "Aspartate_Aminotransferase_Level": 21.5668282, 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14.29966155, + "White_Blood_Cell_Count": 3.599384916, + "Platelet_Count": 290.5495364, + "Albumin_Level": 3.736643306, + "Alkaline_Phosphatase_Level": 109.6067261, + "Alanine_Aminotransferase_Level": 8.103969938, + "Aspartate_Aminotransferase_Level": 10.59845086, + "Creatinine_Level": 1.323073993, + "LDH_Level": 212.3686795, + "Calcium_Level": 9.753075042, + "Phosphorus_Level": 3.892508297, + "Glucose_Level": 110.4103167, + "Potassium_Level": 4.939325704, + "Sodium_Level": 141.0144725, + "Smoking_Pack_Years": 76.36133723 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.93613639, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.08731138, + "White_Blood_Cell_Count": 4.651636687, + "Platelet_Count": 179.0666048, + "Albumin_Level": 4.35424137, + "Alkaline_Phosphatase_Level": 44.80268708, + "Alanine_Aminotransferase_Level": 9.426660947, + "Aspartate_Aminotransferase_Level": 33.33907384, + "Creatinine_Level": 0.887593609, + "LDH_Level": 246.5139999, + "Calcium_Level": 9.980305598, + "Phosphorus_Level": 4.820633387, + "Glucose_Level": 85.00734299, + "Potassium_Level": 4.918867369, + "Sodium_Level": 136.8727821, + "Smoking_Pack_Years": 63.0076921 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.36762888, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.12302843, + "White_Blood_Cell_Count": 5.857166141, + "Platelet_Count": 360.4346874, + "Albumin_Level": 4.68159966, + "Alkaline_Phosphatase_Level": 109.1735945, + "Alanine_Aminotransferase_Level": 36.21326387, + "Aspartate_Aminotransferase_Level": 14.06171519, + "Creatinine_Level": 1.030446029, + "LDH_Level": 126.3571193, + "Calcium_Level": 8.629003551, + "Phosphorus_Level": 3.973216535, + "Glucose_Level": 81.5719798, + "Potassium_Level": 3.68449669, + "Sodium_Level": 138.4593602, + "Smoking_Pack_Years": 55.93649533 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.40493095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.70134101, + "White_Blood_Cell_Count": 7.04986325, + "Platelet_Count": 294.2900066, + "Albumin_Level": 4.96660799, + "Alkaline_Phosphatase_Level": 45.50319924, + "Alanine_Aminotransferase_Level": 16.06031466, + "Aspartate_Aminotransferase_Level": 44.00386572, + "Creatinine_Level": 0.925293417, + "LDH_Level": 135.0128362, + "Calcium_Level": 9.331628248, + "Phosphorus_Level": 4.081421468, + "Glucose_Level": 144.7784028, + "Potassium_Level": 3.904116639, + "Sodium_Level": 139.2033616, + "Smoking_Pack_Years": 70.80815355 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.45843104, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.90709538, + "White_Blood_Cell_Count": 6.766791179, + "Platelet_Count": 287.198327, + "Albumin_Level": 4.938470842, + "Alkaline_Phosphatase_Level": 59.29918868, + "Alanine_Aminotransferase_Level": 36.06844146, + "Aspartate_Aminotransferase_Level": 18.64975874, + "Creatinine_Level": 0.860344215, + "LDH_Level": 150.2855363, + "Calcium_Level": 8.945423544, + "Phosphorus_Level": 2.540806612, + "Glucose_Level": 138.7232532, + "Potassium_Level": 3.835186069, + "Sodium_Level": 135.1092508, + "Smoking_Pack_Years": 17.52566856 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.56963148, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.54507664, + "White_Blood_Cell_Count": 4.675849013, + "Platelet_Count": 409.9332789, + "Albumin_Level": 3.63092608, + "Alkaline_Phosphatase_Level": 117.5467297, + "Alanine_Aminotransferase_Level": 18.53163753, + "Aspartate_Aminotransferase_Level": 26.4520186, + "Creatinine_Level": 0.705699506, + "LDH_Level": 214.2521941, + "Calcium_Level": 9.53336886, + "Phosphorus_Level": 2.769675303, + "Glucose_Level": 70.76022735, + "Potassium_Level": 4.481491163, + "Sodium_Level": 144.9438726, + "Smoking_Pack_Years": 13.56706998 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.67957314, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.70143255, + "White_Blood_Cell_Count": 9.18835889, + "Platelet_Count": 376.0072539, + "Albumin_Level": 4.25657694, + "Alkaline_Phosphatase_Level": 103.6125779, + "Alanine_Aminotransferase_Level": 7.277867888, + "Aspartate_Aminotransferase_Level": 42.05246178, + "Creatinine_Level": 1.342274143, + "LDH_Level": 243.4551371, + "Calcium_Level": 9.164741198, + "Phosphorus_Level": 2.77349321, + "Glucose_Level": 94.64141844, 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"Alanine_Aminotransferase_Level": 34.91661704, + "Aspartate_Aminotransferase_Level": 18.57355126, + "Creatinine_Level": 1.079793804, + "LDH_Level": 145.3551451, + "Calcium_Level": 10.02367299, + "Phosphorus_Level": 4.580548962, + "Glucose_Level": 123.2375463, + "Potassium_Level": 4.262970306, + "Sodium_Level": 137.5499976, + "Smoking_Pack_Years": 70.55234835 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.23240106, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.64165267, + "White_Blood_Cell_Count": 8.062599582, + "Platelet_Count": 313.8849976, + "Albumin_Level": 4.185639093, + "Alkaline_Phosphatase_Level": 52.13252777, + "Alanine_Aminotransferase_Level": 30.30717886, + "Aspartate_Aminotransferase_Level": 11.80098629, + "Creatinine_Level": 1.201445893, + "LDH_Level": 183.453242, + "Calcium_Level": 8.189143567, + "Phosphorus_Level": 3.301096171, + "Glucose_Level": 103.1755439, + "Potassium_Level": 4.86848163, + "Sodium_Level": 136.5839901, + "Smoking_Pack_Years": 91.32480697 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.6049453, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 26.30897777, + "Aspartate_Aminotransferase_Level": 40.65466337, + "Creatinine_Level": 0.955158789, + "LDH_Level": 162.9311987, + "Calcium_Level": 9.359466689, + "Phosphorus_Level": 4.055061606, + "Glucose_Level": 100.8820506, + "Potassium_Level": 4.080382243, + "Sodium_Level": 138.2175247, + "Smoking_Pack_Years": 47.25976681 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.33576865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.15859934, + "White_Blood_Cell_Count": 3.534256986, + "Platelet_Count": 389.8161469, + "Albumin_Level": 3.398148035, + "Alkaline_Phosphatase_Level": 51.00960138, + "Alanine_Aminotransferase_Level": 27.92255193, + "Aspartate_Aminotransferase_Level": 22.73383327, + "Creatinine_Level": 1.430018658, + "LDH_Level": 187.579092, + "Calcium_Level": 9.471998021, + "Phosphorus_Level": 4.25076386, + "Glucose_Level": 145.4940737, + "Potassium_Level": 4.080146689, + "Sodium_Level": 143.2841163, + "Smoking_Pack_Years": 11.7428103 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.53027916, + "Tumor_Location": "Lower 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110.3440777, + "Alanine_Aminotransferase_Level": 35.48777941, + "Aspartate_Aminotransferase_Level": 10.0877508, + "Creatinine_Level": 1.004450999, + "LDH_Level": 162.9391742, + "Calcium_Level": 9.15256811, + "Phosphorus_Level": 3.336880665, + "Glucose_Level": 71.17521111, + "Potassium_Level": 4.219016678, + "Sodium_Level": 144.7449306, + "Smoking_Pack_Years": 44.90936794 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.11730241, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.19094054, + "White_Blood_Cell_Count": 7.595558093, + "Platelet_Count": 237.292564, + "Albumin_Level": 3.380058071, + "Alkaline_Phosphatase_Level": 83.45246766, + "Alanine_Aminotransferase_Level": 35.28599427, + "Aspartate_Aminotransferase_Level": 37.32519029, + "Creatinine_Level": 0.740919331, + "LDH_Level": 241.59493, + "Calcium_Level": 8.79004189, + "Phosphorus_Level": 2.75325622, + "Glucose_Level": 79.97704926, + "Potassium_Level": 4.543851319, + "Sodium_Level": 136.9430596, + "Smoking_Pack_Years": 5.713922742 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.17629169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.56270667, + "White_Blood_Cell_Count": 8.032343541, + "Platelet_Count": 282.7065549, + "Albumin_Level": 3.600797487, + "Alkaline_Phosphatase_Level": 99.16069194, + "Alanine_Aminotransferase_Level": 24.3731762, + "Aspartate_Aminotransferase_Level": 22.3536504, + "Creatinine_Level": 1.188918723, + "LDH_Level": 185.7738966, + "Calcium_Level": 10.39212571, + "Phosphorus_Level": 3.775868243, + "Glucose_Level": 144.3614068, + "Potassium_Level": 4.468788936, + "Sodium_Level": 139.0740251, + "Smoking_Pack_Years": 79.36052782 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 92.93125563, + "Alanine_Aminotransferase_Level": 6.018282901, + "Aspartate_Aminotransferase_Level": 33.20539459, + "Creatinine_Level": 1.273235538, + "LDH_Level": 124.3211725, + "Calcium_Level": 8.682323872, + "Phosphorus_Level": 3.176481965, + "Glucose_Level": 85.85021834, + "Potassium_Level": 3.966914825, + "Sodium_Level": 137.8359381, + "Smoking_Pack_Years": 80.48773795 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.22346407, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.10537455, + "White_Blood_Cell_Count": 6.156974983, + "Platelet_Count": 313.9933068, + "Albumin_Level": 3.531481855, + "Alkaline_Phosphatase_Level": 39.9585306, + "Alanine_Aminotransferase_Level": 8.621725622, + "Aspartate_Aminotransferase_Level": 44.53525567, + "Creatinine_Level": 0.51587609, + "LDH_Level": 200.6958049, + "Calcium_Level": 10.42064181, + "Phosphorus_Level": 3.891877195, + "Glucose_Level": 126.3509115, + "Potassium_Level": 3.88985665, + "Sodium_Level": 136.3707926, + "Smoking_Pack_Years": 47.61831405 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": 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9.614126337, + "Phosphorus_Level": 3.977578587, + "Glucose_Level": 145.4631311, + "Potassium_Level": 4.458182735, + "Sodium_Level": 140.1073197, + "Smoking_Pack_Years": 66.63293613 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.95779365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.9322785, + "White_Blood_Cell_Count": 6.613835447, + "Platelet_Count": 334.7367213, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.39124024, + "White_Blood_Cell_Count": 8.50055835, + "Platelet_Count": 199.9611225, + "Albumin_Level": 4.084440396, + "Alkaline_Phosphatase_Level": 48.42985053, + "Alanine_Aminotransferase_Level": 18.90253657, + "Aspartate_Aminotransferase_Level": 40.36642367, + "Creatinine_Level": 1.443925474, + "LDH_Level": 177.6221853, + "Calcium_Level": 9.077096738, + "Phosphorus_Level": 4.795986474, + "Glucose_Level": 83.35894662, + "Potassium_Level": 4.749555918, + "Sodium_Level": 142.1200396, + "Smoking_Pack_Years": 45.40818485 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": 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9.370389712, + "Phosphorus_Level": 4.406949824, + "Glucose_Level": 111.1520811, + "Potassium_Level": 3.997283944, + "Sodium_Level": 140.8914502, + "Smoking_Pack_Years": 66.99440636 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.43296909, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.37889706, + "White_Blood_Cell_Count": 4.483313612, + "Platelet_Count": 212.7517489, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.36957514, + "White_Blood_Cell_Count": 6.471861016, + "Platelet_Count": 440.644531, + "Albumin_Level": 3.492558669, + "Alkaline_Phosphatase_Level": 52.52042559, + "Alanine_Aminotransferase_Level": 10.40457234, + "Aspartate_Aminotransferase_Level": 15.51000667, + "Creatinine_Level": 0.79325351, + "LDH_Level": 194.1700708, + "Calcium_Level": 8.879257994, + "Phosphorus_Level": 3.773576079, + "Glucose_Level": 103.967801, + "Potassium_Level": 4.156008718, + "Sodium_Level": 135.5595113, + "Smoking_Pack_Years": 43.40191815 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.01729289, + "Phosphorus_Level": 3.84417417, + "Glucose_Level": 120.2860505, + "Potassium_Level": 3.869639959, + "Sodium_Level": 141.5343797, + "Smoking_Pack_Years": 29.63832328 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.86802416, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.81578565, + "White_Blood_Cell_Count": 7.390220612, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.74273679, + "White_Blood_Cell_Count": 4.209426555, + "Platelet_Count": 350.9589302, + "Albumin_Level": 3.846946522, + "Alkaline_Phosphatase_Level": 41.99455977, + "Alanine_Aminotransferase_Level": 27.55438582, + "Aspartate_Aminotransferase_Level": 31.16897117, + "Creatinine_Level": 1.07782352, + "LDH_Level": 225.3739773, + "Calcium_Level": 8.497353167, + "Phosphorus_Level": 3.591811101, + "Glucose_Level": 121.6191699, + "Potassium_Level": 4.921979374, + "Sodium_Level": 139.9728893, + "Smoking_Pack_Years": 57.54838547 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.24261862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.29291976, + "White_Blood_Cell_Count": 6.182048657, + "Platelet_Count": 271.5042261, + "Albumin_Level": 3.049562757, + "Alkaline_Phosphatase_Level": 34.82808377, + "Alanine_Aminotransferase_Level": 15.90297029, + "Aspartate_Aminotransferase_Level": 18.78647521, + "Creatinine_Level": 0.689267332, + "LDH_Level": 142.7199476, + "Calcium_Level": 8.916390481, + "Phosphorus_Level": 4.547250938, + "Glucose_Level": 94.55717852, + "Potassium_Level": 4.370931257, + "Sodium_Level": 140.2348224, + "Smoking_Pack_Years": 4.615118317 + }, + { + "Age": 72, + "Gender": 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136.5154642, + "Calcium_Level": 8.322404228, + "Phosphorus_Level": 2.605370525, + "Glucose_Level": 88.83585616, + "Potassium_Level": 4.871802664, + "Sodium_Level": 138.2289925, + "Smoking_Pack_Years": 7.191073572 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.78732213, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.82792269, + "White_Blood_Cell_Count": 7.065454103, + 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6.055403631 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.78910952, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.93072247, + "White_Blood_Cell_Count": 3.544428568, + "Platelet_Count": 251.6915211, + "Albumin_Level": 3.715639831, + "Alkaline_Phosphatase_Level": 63.71444947, + "Alanine_Aminotransferase_Level": 32.47101483, + "Aspartate_Aminotransferase_Level": 32.32738562, + "Creatinine_Level": 0.541420673, + "LDH_Level": 249.0503311, + "Calcium_Level": 8.204566325, + "Phosphorus_Level": 4.321411822, + "Glucose_Level": 134.230277, + "Potassium_Level": 4.965440436, + "Sodium_Level": 142.2002565, + "Smoking_Pack_Years": 34.6631723 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.99497104, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.84300513, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.33186716, + "White_Blood_Cell_Count": 6.952925438, + "Platelet_Count": 376.7459624, + "Albumin_Level": 3.448998985, + "Alkaline_Phosphatase_Level": 65.70388523, + "Alanine_Aminotransferase_Level": 38.75031087, + "Aspartate_Aminotransferase_Level": 22.48446004, + "Creatinine_Level": 1.339412327, + "LDH_Level": 163.1922858, + "Calcium_Level": 8.256368686, + "Phosphorus_Level": 2.54914729, + "Glucose_Level": 77.52329199, + "Potassium_Level": 3.884692203, + "Sodium_Level": 142.9786891, + "Smoking_Pack_Years": 91.89848218 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.91846103, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 49.78932503 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.76502095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.10869634, + "White_Blood_Cell_Count": 7.057425887, + "Platelet_Count": 242.5617528, + "Albumin_Level": 4.372392503, + "Alkaline_Phosphatase_Level": 106.035277, + "Alanine_Aminotransferase_Level": 16.79940666, + "Aspartate_Aminotransferase_Level": 19.27930558, + "Creatinine_Level": 0.920852101, + "LDH_Level": 177.1888643, + "Calcium_Level": 9.597237028, + "Phosphorus_Level": 4.312205527, + "Glucose_Level": 149.1203042, + "Potassium_Level": 3.7266236, + "Sodium_Level": 142.5548063, + "Smoking_Pack_Years": 97.38131249 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.65198279, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.7134763, + "White_Blood_Cell_Count": 6.132754204, + "Platelet_Count": 244.5033406, + "Albumin_Level": 4.547879326, + "Alkaline_Phosphatase_Level": 84.59049951, + "Alanine_Aminotransferase_Level": 19.2433382, + "Aspartate_Aminotransferase_Level": 42.97362953, + "Creatinine_Level": 0.625719968, + "LDH_Level": 129.6485785, + "Calcium_Level": 8.40016583, + "Phosphorus_Level": 4.415205396, + "Glucose_Level": 89.99066926, + "Potassium_Level": 4.131619788, + "Sodium_Level": 139.2923997, + "Smoking_Pack_Years": 68.24458048 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.46963533, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 23.56620267, + "Aspartate_Aminotransferase_Level": 47.0909801, + "Creatinine_Level": 1.174549955, + "LDH_Level": 138.6962477, + "Calcium_Level": 9.447281928, + "Phosphorus_Level": 2.704990109, + "Glucose_Level": 129.5338402, + "Potassium_Level": 4.769656938, + "Sodium_Level": 141.9465668, + "Smoking_Pack_Years": 8.339155797 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.81018168, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.35757765, + "White_Blood_Cell_Count": 7.076852319, + "Platelet_Count": 412.3447848, + "Albumin_Level": 3.125930618, + "Alkaline_Phosphatase_Level": 98.00844754, + "Alanine_Aminotransferase_Level": 5.876312101, + "Aspartate_Aminotransferase_Level": 13.88340344, + "Creatinine_Level": 0.755801994, + "LDH_Level": 187.6962682, + "Calcium_Level": 9.75004227, + "Phosphorus_Level": 2.805218594, + "Glucose_Level": 122.4382346, + "Potassium_Level": 4.434376671, + "Sodium_Level": 140.7099552, + "Smoking_Pack_Years": 24.34280057 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.5414752, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 11.62157591, + "Aspartate_Aminotransferase_Level": 15.4077696, + "Creatinine_Level": 0.577403017, + "LDH_Level": 235.4860133, + "Calcium_Level": 9.28845083, + "Phosphorus_Level": 3.283123003, + "Glucose_Level": 115.3851716, + "Potassium_Level": 4.1346153, + "Sodium_Level": 138.5938773, + "Smoking_Pack_Years": 53.27855393 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.98264563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.04824817, + "White_Blood_Cell_Count": 6.469230093, + "Platelet_Count": 181.0306183, + "Albumin_Level": 3.531072926, + "Alkaline_Phosphatase_Level": 72.37385168, + "Alanine_Aminotransferase_Level": 21.75541301, + "Aspartate_Aminotransferase_Level": 33.70756217, + "Creatinine_Level": 0.854098102, + "LDH_Level": 157.1199869, + "Calcium_Level": 8.231850004, + "Phosphorus_Level": 4.933198622, + "Glucose_Level": 117.7231955, + "Potassium_Level": 4.92650172, + "Sodium_Level": 138.630679, + "Smoking_Pack_Years": 52.34828123 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.01388933, + "Tumor_Location": 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118.279817, + "Alanine_Aminotransferase_Level": 35.88830767, + "Aspartate_Aminotransferase_Level": 14.66330459, + "Creatinine_Level": 0.626277467, + "LDH_Level": 171.0276293, + "Calcium_Level": 10.15513211, + "Phosphorus_Level": 3.93859526, + "Glucose_Level": 122.6846042, + "Potassium_Level": 4.517266946, + "Sodium_Level": 144.841832, + "Smoking_Pack_Years": 6.753179529 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.23050968, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.77510828, + "White_Blood_Cell_Count": 8.257886175, + "Platelet_Count": 293.8644529, + "Albumin_Level": 3.800505443, + "Alkaline_Phosphatase_Level": 73.965464, + "Alanine_Aminotransferase_Level": 10.27793148, + "Aspartate_Aminotransferase_Level": 23.76035043, + "Creatinine_Level": 0.69993838, + "LDH_Level": 128.8284246, + "Calcium_Level": 9.395028712, + "Phosphorus_Level": 3.521775156, + "Glucose_Level": 126.7738505, + "Potassium_Level": 4.594991832, + "Sodium_Level": 139.2257587, + "Smoking_Pack_Years": 48.73731955 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.16043073, + "White_Blood_Cell_Count": 7.996985578, + "Platelet_Count": 403.5405869, + "Albumin_Level": 3.995057159, + "Alkaline_Phosphatase_Level": 77.42295538, + "Alanine_Aminotransferase_Level": 15.28137073, + "Aspartate_Aminotransferase_Level": 30.15423506, + "Creatinine_Level": 0.995699903, + "LDH_Level": 110.327091, + "Calcium_Level": 10.26489825, + "Phosphorus_Level": 4.369509698, + "Glucose_Level": 136.5535842, + "Potassium_Level": 4.000408282, + "Sodium_Level": 142.8632271, + "Smoking_Pack_Years": 59.87184128 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": 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"Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.73060558, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.52925158, + "White_Blood_Cell_Count": 8.649953417, + "Platelet_Count": 427.161047, + "Albumin_Level": 3.612227116, + "Alkaline_Phosphatase_Level": 86.10440729, + "Alanine_Aminotransferase_Level": 26.54394745, + "Aspartate_Aminotransferase_Level": 31.8500651, + "Creatinine_Level": 0.811087292, + 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{ + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.55400855, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.05965698, + "White_Blood_Cell_Count": 4.292753219, + "Platelet_Count": 378.4987937, + "Albumin_Level": 4.056054102, + "Alkaline_Phosphatase_Level": 32.95047609, + "Alanine_Aminotransferase_Level": 31.73955388, + "Aspartate_Aminotransferase_Level": 20.04351779, + "Creatinine_Level": 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"Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.62608493, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.14164152, + "White_Blood_Cell_Count": 6.540002112, + "Platelet_Count": 184.9471635, + "Albumin_Level": 3.343991047, + "Alkaline_Phosphatase_Level": 72.24362809, + "Alanine_Aminotransferase_Level": 27.07555312, + "Aspartate_Aminotransferase_Level": 10.8578646, + "Creatinine_Level": 1.280744063, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.32348003, + "White_Blood_Cell_Count": 7.619477999, + "Platelet_Count": 332.4353903, + "Albumin_Level": 3.284866141, + "Alkaline_Phosphatase_Level": 30.1201794, + "Alanine_Aminotransferase_Level": 24.38774884, + "Aspartate_Aminotransferase_Level": 15.66813098, + "Creatinine_Level": 1.496401842, + "LDH_Level": 216.0980248, + "Calcium_Level": 9.957886754, + "Phosphorus_Level": 4.923485615, + "Glucose_Level": 113.1436562, + "Potassium_Level": 3.97661081, + "Sodium_Level": 138.6031074, + "Smoking_Pack_Years": 44.72584696 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.72970544, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.07036891, + "White_Blood_Cell_Count": 7.504993675, + "Platelet_Count": 224.8080961, + "Albumin_Level": 4.647208589, + "Alkaline_Phosphatase_Level": 66.29101919, + "Alanine_Aminotransferase_Level": 35.77704404, + "Aspartate_Aminotransferase_Level": 21.88037789, + "Creatinine_Level": 1.298226678, 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"Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.87168052, + "White_Blood_Cell_Count": 7.63997762, + "Platelet_Count": 310.4139344, + "Albumin_Level": 4.483911222, + "Alkaline_Phosphatase_Level": 109.5676027, + "Alanine_Aminotransferase_Level": 32.23466001, + "Aspartate_Aminotransferase_Level": 39.32266717, + "Creatinine_Level": 0.982041406, + "LDH_Level": 247.7620389, + "Calcium_Level": 9.091202716, + "Phosphorus_Level": 4.725371471, + "Glucose_Level": 94.18267456, + "Potassium_Level": 4.779685372, + "Sodium_Level": 142.1614022, + "Smoking_Pack_Years": 8.515377894 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.26747769, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.58410403, + "White_Blood_Cell_Count": 6.72019502, + "Platelet_Count": 438.6147146, + "Albumin_Level": 4.519469208, + "Alkaline_Phosphatase_Level": 67.97381108, + "Alanine_Aminotransferase_Level": 11.2728448, + "Aspartate_Aminotransferase_Level": 36.41375359, + "Creatinine_Level": 1.183384907, + "LDH_Level": 113.0932839, + "Calcium_Level": 8.97421026, + "Phosphorus_Level": 3.604954989, + "Glucose_Level": 139.039375, + "Potassium_Level": 4.961699144, + "Sodium_Level": 137.1276517, + "Smoking_Pack_Years": 10.77435386 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.35857857, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.06570708, + "White_Blood_Cell_Count": 7.56131327, + "Platelet_Count": 184.7324776, + "Albumin_Level": 3.322583617, + "Alkaline_Phosphatase_Level": 105.3890986, + "Alanine_Aminotransferase_Level": 25.20949784, + "Aspartate_Aminotransferase_Level": 29.27195811, + "Creatinine_Level": 0.889391068, + "LDH_Level": 159.9606545, + "Calcium_Level": 8.871272109, + "Phosphorus_Level": 4.668397563, + "Glucose_Level": 73.12192051, + "Potassium_Level": 4.194211985, + "Sodium_Level": 136.7545859, + "Smoking_Pack_Years": 92.30729978 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.727422, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.39745598, + "White_Blood_Cell_Count": 3.844548472, + "Platelet_Count": 262.0899238, + "Albumin_Level": 3.52514303, + "Alkaline_Phosphatase_Level": 116.9099661, + "Alanine_Aminotransferase_Level": 38.18017798, + "Aspartate_Aminotransferase_Level": 49.48505371, + "Creatinine_Level": 0.640483413, + "LDH_Level": 185.6692564, + "Calcium_Level": 8.355017095, + "Phosphorus_Level": 4.246906065, + "Glucose_Level": 72.28391606, + "Potassium_Level": 3.672891856, + "Sodium_Level": 139.8904941, + "Smoking_Pack_Years": 28.74584286 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.24207052, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.29100326, + "White_Blood_Cell_Count": 6.52205253, + "Platelet_Count": 217.5041346, + "Albumin_Level": 3.940883655, + "Alkaline_Phosphatase_Level": 67.32917006, + "Alanine_Aminotransferase_Level": 9.196829104, + "Aspartate_Aminotransferase_Level": 47.26820878, + "Creatinine_Level": 1.002220772, + "LDH_Level": 141.1233551, + "Calcium_Level": 8.385507969, + "Phosphorus_Level": 2.738187772, + "Glucose_Level": 71.1941662, + "Potassium_Level": 4.055178181, + "Sodium_Level": 139.8301175, + "Smoking_Pack_Years": 48.63878075 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.06938068, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.61948299, + "White_Blood_Cell_Count": 6.214348951, + "Platelet_Count": 214.6426082, + "Albumin_Level": 3.370372657, + "Alkaline_Phosphatase_Level": 103.3685424, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.62071501, + "White_Blood_Cell_Count": 7.088003438, + "Platelet_Count": 340.947613, + "Albumin_Level": 4.958859887, + "Alkaline_Phosphatase_Level": 111.3880411, + "Alanine_Aminotransferase_Level": 10.83908463, + "Aspartate_Aminotransferase_Level": 10.25455646, + "Creatinine_Level": 0.821910266, + "LDH_Level": 161.1424139, + "Calcium_Level": 9.589997586, + "Phosphorus_Level": 3.426506898, + "Glucose_Level": 148.9054101, + "Potassium_Level": 4.954260695, + "Sodium_Level": 141.5890195, + "Smoking_Pack_Years": 86.40255479 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.56097379, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.44797856, + "White_Blood_Cell_Count": 8.173778379, + "Platelet_Count": 250.0929629, + "Albumin_Level": 4.853497666, + "Alkaline_Phosphatase_Level": 63.87503311, + "Alanine_Aminotransferase_Level": 5.209780461, + "Aspartate_Aminotransferase_Level": 22.30068347, + "Creatinine_Level": 0.623630103, + "LDH_Level": 126.8877026, + "Calcium_Level": 8.334180943, + "Phosphorus_Level": 3.883184759, + "Glucose_Level": 107.2233454, + "Potassium_Level": 4.81509339, + "Sodium_Level": 139.0462104, + "Smoking_Pack_Years": 24.94101077 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.96889417, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.55107712, + "White_Blood_Cell_Count": 5.406968983, + "Platelet_Count": 207.1026122, + "Albumin_Level": 4.88486609, + "Alkaline_Phosphatase_Level": 90.49440041, + "Alanine_Aminotransferase_Level": 14.69465024, + "Aspartate_Aminotransferase_Level": 43.17654712, + "Creatinine_Level": 0.520648506, + "LDH_Level": 235.9486415, + "Calcium_Level": 8.331358376, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.78269384, + "White_Blood_Cell_Count": 8.653217236, + "Platelet_Count": 266.1710447, + "Albumin_Level": 3.773118813, + "Alkaline_Phosphatase_Level": 114.5473995, + "Alanine_Aminotransferase_Level": 37.5950235, + "Aspartate_Aminotransferase_Level": 42.78140745, + "Creatinine_Level": 1.317798014, + "LDH_Level": 157.8687942, + "Calcium_Level": 8.330178266, + "Phosphorus_Level": 2.553397821, + "Glucose_Level": 77.31627775, + "Potassium_Level": 3.934487037, + "Sodium_Level": 144.2325624, + "Smoking_Pack_Years": 59.05614586 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.17160834, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.53949675, + "White_Blood_Cell_Count": 8.482848296, + "Platelet_Count": 297.7088418, + "Albumin_Level": 4.228553765, + "Alkaline_Phosphatase_Level": 86.6350858, + "Alanine_Aminotransferase_Level": 24.09814653, + "Aspartate_Aminotransferase_Level": 19.02370761, + "Creatinine_Level": 1.357470221, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.41891149, + "White_Blood_Cell_Count": 6.162136257, + "Platelet_Count": 256.4154643, + "Albumin_Level": 3.802549208, + "Alkaline_Phosphatase_Level": 88.26059109, + "Alanine_Aminotransferase_Level": 21.72528933, + "Aspartate_Aminotransferase_Level": 33.02797723, + "Creatinine_Level": 0.602166555, + "LDH_Level": 123.7878656, + "Calcium_Level": 9.992881491, + "Phosphorus_Level": 2.920781596, + "Glucose_Level": 131.7512721, + "Potassium_Level": 3.619449462, + "Sodium_Level": 137.3992245, + "Smoking_Pack_Years": 29.55041468 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.29409548, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": 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"Creatinine_Level": 1.061682082, + "LDH_Level": 143.5207576, + "Calcium_Level": 9.836938646, + "Phosphorus_Level": 3.026723151, + "Glucose_Level": 80.64748519, + "Potassium_Level": 4.772058349, + "Sodium_Level": 135.9333427, + "Smoking_Pack_Years": 73.97575083 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.60603179, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.29282764, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.71786429, + "White_Blood_Cell_Count": 6.679838879, + "Platelet_Count": 276.6869629, + "Albumin_Level": 3.42386663, + "Alkaline_Phosphatase_Level": 54.12517431, + "Alanine_Aminotransferase_Level": 22.28172391, + "Aspartate_Aminotransferase_Level": 35.0939706, + "Creatinine_Level": 0.985234561, + "LDH_Level": 141.7036349, + "Calcium_Level": 8.241950061, + "Phosphorus_Level": 4.918953948, + "Glucose_Level": 112.9704626, + "Potassium_Level": 4.872184225, + "Sodium_Level": 140.0252132, + "Smoking_Pack_Years": 53.15496521 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.27280424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.34526131, + "White_Blood_Cell_Count": 5.720999348, + "Platelet_Count": 390.8384262, + "Albumin_Level": 3.46891114, + "Alkaline_Phosphatase_Level": 87.2750646, + "Alanine_Aminotransferase_Level": 6.690508764, + "Aspartate_Aminotransferase_Level": 48.60868301, + "Creatinine_Level": 0.925877339, + "LDH_Level": 209.6438093, + "Calcium_Level": 8.167078589, + "Phosphorus_Level": 3.401086546, + "Glucose_Level": 92.81634169, + "Potassium_Level": 3.689166831, + "Sodium_Level": 142.7746267, + "Smoking_Pack_Years": 68.67724312 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.2940193, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.4665876, + "White_Blood_Cell_Count": 7.035428751, + "Platelet_Count": 388.5587514, + "Albumin_Level": 3.551670011, + "Alkaline_Phosphatase_Level": 57.23416952, + "Alanine_Aminotransferase_Level": 8.638310217, + "Aspartate_Aminotransferase_Level": 22.26414351, + "Creatinine_Level": 0.667368031, + "LDH_Level": 185.9895094, + "Calcium_Level": 9.411913754, + "Phosphorus_Level": 3.448111026, + "Glucose_Level": 70.64077713, + "Potassium_Level": 3.928066523, + "Sodium_Level": 142.0294744, + "Smoking_Pack_Years": 1.889892287 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.30919999, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.94765421, + "White_Blood_Cell_Count": 5.011575919, + "Platelet_Count": 219.9712765, + "Albumin_Level": 3.395846779, + "Alkaline_Phosphatase_Level": 68.40210661, + "Alanine_Aminotransferase_Level": 18.25048875, + "Aspartate_Aminotransferase_Level": 44.13729317, + "Creatinine_Level": 0.868071321, + "LDH_Level": 124.2634275, + "Calcium_Level": 9.850273967, + "Phosphorus_Level": 2.558839985, + "Glucose_Level": 121.4532819, + "Potassium_Level": 4.226804128, + "Sodium_Level": 135.0966585, + "Smoking_Pack_Years": 42.49979659 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.34984528, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.32919215, + "White_Blood_Cell_Count": 5.34335119, + "Platelet_Count": 224.1330741, + "Albumin_Level": 4.075149628, + "Alkaline_Phosphatase_Level": 57.87875261, + "Alanine_Aminotransferase_Level": 18.1938661, + "Aspartate_Aminotransferase_Level": 20.33945691, + "Creatinine_Level": 0.926893317, + "LDH_Level": 157.6418143, + "Calcium_Level": 9.449958471, + "Phosphorus_Level": 3.292629929, + "Glucose_Level": 111.4447288, + "Potassium_Level": 3.84506071, + "Sodium_Level": 143.3391282, + "Smoking_Pack_Years": 11.25459656 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.8824598, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.26529822, + "White_Blood_Cell_Count": 8.878698644, + "Platelet_Count": 415.6719751, + "Albumin_Level": 3.403644925, + "Alkaline_Phosphatase_Level": 99.9499432, + "Alanine_Aminotransferase_Level": 17.24133621, + "Aspartate_Aminotransferase_Level": 30.05768519, + "Creatinine_Level": 1.154704768, + "LDH_Level": 121.4347578, + "Calcium_Level": 10.048826, + "Phosphorus_Level": 3.065449578, + "Glucose_Level": 129.6019435, + "Potassium_Level": 4.877258857, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.90452839, + "White_Blood_Cell_Count": 4.643639912, + "Platelet_Count": 230.2220104, + "Albumin_Level": 3.456702137, + "Alkaline_Phosphatase_Level": 100.4329897, + "Alanine_Aminotransferase_Level": 37.05664785, + "Aspartate_Aminotransferase_Level": 12.57446334, + "Creatinine_Level": 1.055375971, + "LDH_Level": 178.7971269, + "Calcium_Level": 9.790307961, + "Phosphorus_Level": 3.088773821, + "Glucose_Level": 87.86834398, + "Potassium_Level": 4.634203807, + "Sodium_Level": 139.3800726, + "Smoking_Pack_Years": 38.80645052 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.08752816, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.72344666, + "White_Blood_Cell_Count": 4.097408513, + "Platelet_Count": 373.3866796, + "Albumin_Level": 4.171784153, + "Alkaline_Phosphatase_Level": 116.9901498, + "Alanine_Aminotransferase_Level": 22.50835304, + "Aspartate_Aminotransferase_Level": 13.74215606, + "Creatinine_Level": 0.734960611, + "LDH_Level": 109.4318781, + "Calcium_Level": 9.371356575, + "Phosphorus_Level": 2.625255261, + "Glucose_Level": 135.2449525, + "Potassium_Level": 3.725817906, + "Sodium_Level": 144.8311687, + "Smoking_Pack_Years": 68.23552264 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.84242481, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.69148771, + "White_Blood_Cell_Count": 9.902830642, + "Platelet_Count": 314.8434761, + "Albumin_Level": 4.650801744, + "Alkaline_Phosphatase_Level": 93.48575968, + "Alanine_Aminotransferase_Level": 21.48852896, + "Aspartate_Aminotransferase_Level": 36.85104174, + "Creatinine_Level": 0.55879074, + "LDH_Level": 177.2372887, + "Calcium_Level": 9.420604893, + "Phosphorus_Level": 3.996258093, + "Glucose_Level": 81.68854449, + "Potassium_Level": 4.53341453, + "Sodium_Level": 139.0818119, + "Smoking_Pack_Years": 99.58278362 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.36978759, + "Tumor_Location": "Upper 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129.1697315, + "Potassium_Level": 4.720103604, + "Sodium_Level": 141.3575903, + "Smoking_Pack_Years": 32.93671351 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.63779549, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.73185868, + "White_Blood_Cell_Count": 7.848815658, + "Platelet_Count": 364.3890294, + "Albumin_Level": 4.183798333, + "Alkaline_Phosphatase_Level": 69.61607303, + "Alanine_Aminotransferase_Level": 5.001090146, + "Aspartate_Aminotransferase_Level": 38.97197975, + "Creatinine_Level": 0.743154027, + "LDH_Level": 186.6057812, + "Calcium_Level": 10.3835106, + "Phosphorus_Level": 2.730640691, + "Glucose_Level": 105.0268425, + "Potassium_Level": 4.662204929, + "Sodium_Level": 140.9153309, + "Smoking_Pack_Years": 23.13633013 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.45115838, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.9454848, + "White_Blood_Cell_Count": 6.708580655, + "Platelet_Count": 351.0134313, + "Albumin_Level": 3.765994399, + "Alkaline_Phosphatase_Level": 31.45455124, + "Alanine_Aminotransferase_Level": 8.341026996, + "Aspartate_Aminotransferase_Level": 10.08840282, + "Creatinine_Level": 1.156485136, + "LDH_Level": 232.9763666, + "Calcium_Level": 10.01610498, + "Phosphorus_Level": 2.803905038, + "Glucose_Level": 137.4882912, + "Potassium_Level": 4.113039359, + "Sodium_Level": 135.0976398, + "Smoking_Pack_Years": 81.42237928 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.79669405, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.87553565, + "White_Blood_Cell_Count": 3.735849892, + "Platelet_Count": 339.3723864, + "Albumin_Level": 4.513476743, + "Alkaline_Phosphatase_Level": 74.35553748, + "Alanine_Aminotransferase_Level": 27.62694642, + "Aspartate_Aminotransferase_Level": 13.45987565, + "Creatinine_Level": 0.698493351, + "LDH_Level": 205.0743829, + "Calcium_Level": 9.305162305, + "Phosphorus_Level": 2.838056764, + "Glucose_Level": 103.8465379, + "Potassium_Level": 4.219946446, + "Sodium_Level": 138.8694521, + "Smoking_Pack_Years": 93.57922684 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.7028947, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.99152019, + "White_Blood_Cell_Count": 4.909997818, + "Platelet_Count": 226.8950862, + "Albumin_Level": 4.951612117, + "Alkaline_Phosphatase_Level": 66.98609849, + "Alanine_Aminotransferase_Level": 38.98942779, + "Aspartate_Aminotransferase_Level": 29.95835131, + "Creatinine_Level": 1.092450596, + "LDH_Level": 105.8888026, + "Calcium_Level": 8.406220396, + "Phosphorus_Level": 3.6221078, + "Glucose_Level": 101.4236328, + "Potassium_Level": 3.987100453, + "Sodium_Level": 143.013626, + "Smoking_Pack_Years": 95.35372102 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.59826508, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.28564706, + "White_Blood_Cell_Count": 4.226991499, + "Platelet_Count": 367.6573984, + "Albumin_Level": 4.59724909, + "Alkaline_Phosphatase_Level": 72.1167446, + "Alanine_Aminotransferase_Level": 31.17446499, + "Aspartate_Aminotransferase_Level": 48.82230817, + "Creatinine_Level": 0.882783224, + "LDH_Level": 248.4906602, + "Calcium_Level": 10.13863664, + "Phosphorus_Level": 3.376565512, + "Glucose_Level": 90.57913003, + "Potassium_Level": 4.066532939, + "Sodium_Level": 137.5540328, + "Smoking_Pack_Years": 40.74495165 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.88494837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.16797542, + "White_Blood_Cell_Count": 4.202545294, + "Platelet_Count": 425.3145869, + "Albumin_Level": 3.26918699, + "Alkaline_Phosphatase_Level": 93.82148774, + "Alanine_Aminotransferase_Level": 5.903724066, + "Aspartate_Aminotransferase_Level": 27.0892713, + "Creatinine_Level": 1.323405822, + "LDH_Level": 100.9785331, + "Calcium_Level": 8.45837867, + "Phosphorus_Level": 4.441549197, + "Glucose_Level": 83.17549615, + "Potassium_Level": 4.753856894, + "Sodium_Level": 136.2654807, + "Smoking_Pack_Years": 84.40395025 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.82583521, + "Tumor_Location": "Middle 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96.44291343, + "Potassium_Level": 4.149838037, + "Sodium_Level": 136.0888791, + "Smoking_Pack_Years": 33.11207896 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.30719865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.11129403, + "White_Blood_Cell_Count": 4.072181569, + "Platelet_Count": 239.8612436, + "Albumin_Level": 4.840895541, + "Alkaline_Phosphatase_Level": 33.67502774, + "Alanine_Aminotransferase_Level": 5.361338911, + "Aspartate_Aminotransferase_Level": 31.31886122, + "Creatinine_Level": 1.041316343, + "LDH_Level": 116.5342458, + "Calcium_Level": 8.068581898, + "Phosphorus_Level": 3.724666152, + "Glucose_Level": 141.4505051, + "Potassium_Level": 4.771031788, + "Sodium_Level": 139.0574648, + "Smoking_Pack_Years": 65.72540284 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.99925153, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.37722553, + "White_Blood_Cell_Count": 8.544443631, + "Platelet_Count": 198.8948225, + "Albumin_Level": 3.01735538, + "Alkaline_Phosphatase_Level": 63.4184225, + "Alanine_Aminotransferase_Level": 22.92693962, + "Aspartate_Aminotransferase_Level": 12.93139167, + "Creatinine_Level": 1.374943156, + "LDH_Level": 234.0099596, + "Calcium_Level": 10.10484705, + "Phosphorus_Level": 4.153160959, + "Glucose_Level": 139.6697325, + "Potassium_Level": 3.58110969, + "Sodium_Level": 139.8917699, + "Smoking_Pack_Years": 84.12521631 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.48792703, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.47683344, + "White_Blood_Cell_Count": 9.218080111, + "Platelet_Count": 353.4036986, + "Albumin_Level": 3.728263805, + "Alkaline_Phosphatase_Level": 86.99424831, + "Alanine_Aminotransferase_Level": 30.54834348, + "Aspartate_Aminotransferase_Level": 35.10117276, + "Creatinine_Level": 0.985676062, + "LDH_Level": 206.3598516, + "Calcium_Level": 8.125138637, + "Phosphorus_Level": 3.356940872, + "Glucose_Level": 127.3741253, + "Potassium_Level": 4.363888577, + "Sodium_Level": 142.6885604, + "Smoking_Pack_Years": 27.17782495 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.93738575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.75184566, + "White_Blood_Cell_Count": 9.111358844, + "Platelet_Count": 360.740822, + "Albumin_Level": 4.01955234, + "Alkaline_Phosphatase_Level": 113.3075299, + "Alanine_Aminotransferase_Level": 37.4320144, + "Aspartate_Aminotransferase_Level": 40.75714356, + "Creatinine_Level": 0.678395983, + "LDH_Level": 124.6207327, + "Calcium_Level": 10.18428866, + 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"Alkaline_Phosphatase_Level": 82.27644253, + "Alanine_Aminotransferase_Level": 36.0581793, + "Aspartate_Aminotransferase_Level": 47.64030723, + "Creatinine_Level": 1.496487073, + "LDH_Level": 125.8794144, + "Calcium_Level": 9.220340347, + "Phosphorus_Level": 2.825041543, + "Glucose_Level": 135.4654053, + "Potassium_Level": 4.478311008, + "Sodium_Level": 140.8121077, + "Smoking_Pack_Years": 94.28038949 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.17274959, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.87840083, + "White_Blood_Cell_Count": 8.92752655, + "Platelet_Count": 201.517403, + "Albumin_Level": 3.272939603, + "Alkaline_Phosphatase_Level": 91.72401225, + "Alanine_Aminotransferase_Level": 15.99045799, + "Aspartate_Aminotransferase_Level": 25.74735989, + "Creatinine_Level": 0.77860544, + "LDH_Level": 194.4516027, + "Calcium_Level": 8.832875075, + "Phosphorus_Level": 4.051467627, + "Glucose_Level": 89.07554407, + "Potassium_Level": 4.124587248, + "Sodium_Level": 139.4763887, + "Smoking_Pack_Years": 65.57930856 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.60199449, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.35198228, + "White_Blood_Cell_Count": 9.483935873, + "Platelet_Count": 220.9752583, + "Albumin_Level": 3.963573845, + "Alkaline_Phosphatase_Level": 85.48118779, + "Alanine_Aminotransferase_Level": 32.19247636, + "Aspartate_Aminotransferase_Level": 46.46711636, + "Creatinine_Level": 0.72139834, + "LDH_Level": 193.516154, + "Calcium_Level": 8.306540528, + "Phosphorus_Level": 2.951471404, + "Glucose_Level": 134.5904823, + "Potassium_Level": 4.451551769, + "Sodium_Level": 138.4873467, + "Smoking_Pack_Years": 20.00078522 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.86127509, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.4604388, + "White_Blood_Cell_Count": 3.901810482, + "Platelet_Count": 250.5291668, + "Albumin_Level": 4.206646353, + "Alkaline_Phosphatase_Level": 58.47914208, + "Alanine_Aminotransferase_Level": 14.44303872, + "Aspartate_Aminotransferase_Level": 29.34920545, + "Creatinine_Level": 0.704662831, + "LDH_Level": 129.6842621, + "Calcium_Level": 8.342238636, + "Phosphorus_Level": 3.974152742, + "Glucose_Level": 140.3736597, + "Potassium_Level": 3.675797556, + "Sodium_Level": 136.3490825, + "Smoking_Pack_Years": 85.08381516 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.13719344, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.4545927, + "White_Blood_Cell_Count": 6.526245127, + "Platelet_Count": 257.8964384, + "Albumin_Level": 3.816309618, + "Alkaline_Phosphatase_Level": 55.98001796, + "Alanine_Aminotransferase_Level": 32.35891677, + "Aspartate_Aminotransferase_Level": 39.47170938, + "Creatinine_Level": 0.710323691, + "LDH_Level": 143.1561065, + "Calcium_Level": 10.26556206, + "Phosphorus_Level": 2.946547831, + "Glucose_Level": 108.5420283, + "Potassium_Level": 3.60111201, + "Sodium_Level": 138.8248281, + "Smoking_Pack_Years": 44.95879035 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.46026932, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.46804291, + "White_Blood_Cell_Count": 5.685438746, + "Platelet_Count": 218.3735574, + "Albumin_Level": 3.692202703, + "Alkaline_Phosphatase_Level": 103.7535732, + "Alanine_Aminotransferase_Level": 13.90274301, + "Aspartate_Aminotransferase_Level": 25.607337, + "Creatinine_Level": 0.778099052, + "LDH_Level": 233.5526769, + "Calcium_Level": 8.984942095, + "Phosphorus_Level": 4.673917062, + "Glucose_Level": 81.42400235, + "Potassium_Level": 4.120186335, + "Sodium_Level": 137.6805275, + "Smoking_Pack_Years": 24.34572043 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.2599486, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.97332528, + "White_Blood_Cell_Count": 4.36987469, + "Platelet_Count": 190.0679442, + "Albumin_Level": 3.771828517, + "Alkaline_Phosphatase_Level": 111.8781996, + "Alanine_Aminotransferase_Level": 24.04243261, + "Aspartate_Aminotransferase_Level": 45.12223961, + "Creatinine_Level": 0.592512859, + "LDH_Level": 135.4046243, + "Calcium_Level": 10.34569822, + "Phosphorus_Level": 3.809624041, + "Glucose_Level": 135.44996, + "Potassium_Level": 4.44629543, + "Sodium_Level": 143.3654643, + "Smoking_Pack_Years": 20.06780112 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.94091815, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.30545092, + "White_Blood_Cell_Count": 6.038197621, + "Platelet_Count": 346.2697772, + "Albumin_Level": 3.813215207, + "Alkaline_Phosphatase_Level": 68.82622241, + "Alanine_Aminotransferase_Level": 35.62993697, + "Aspartate_Aminotransferase_Level": 25.31440333, + "Creatinine_Level": 1.160809896, + "LDH_Level": 109.16807, + "Calcium_Level": 9.664959287, + "Phosphorus_Level": 4.503250443, + "Glucose_Level": 143.3584545, + "Potassium_Level": 3.629932393, + "Sodium_Level": 139.5157933, + "Smoking_Pack_Years": 64.35932887 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.67733839, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.13780206, + "White_Blood_Cell_Count": 9.392621356, + "Platelet_Count": 396.9005204, + "Albumin_Level": 4.303784629, + "Alkaline_Phosphatase_Level": 51.57534531, + "Alanine_Aminotransferase_Level": 15.21764719, + "Aspartate_Aminotransferase_Level": 40.06289911, + "Creatinine_Level": 0.736840419, + "LDH_Level": 183.5139349, + "Calcium_Level": 9.768492274, + "Phosphorus_Level": 3.931934243, + "Glucose_Level": 139.4484039, + "Potassium_Level": 4.795173783, + "Sodium_Level": 141.6568048, + "Smoking_Pack_Years": 31.32599996 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.75603231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.33603389, + "White_Blood_Cell_Count": 6.85597461, + "Platelet_Count": 330.9305284, + "Albumin_Level": 4.006593567, + "Alkaline_Phosphatase_Level": 106.9211746, + "Alanine_Aminotransferase_Level": 29.08655227, + "Aspartate_Aminotransferase_Level": 31.44360192, + "Creatinine_Level": 0.586481866, + "LDH_Level": 180.4290899, + "Calcium_Level": 9.402357971, + "Phosphorus_Level": 4.375641105, + "Glucose_Level": 73.77579612, + "Potassium_Level": 3.591195813, + "Sodium_Level": 135.8465245, + "Smoking_Pack_Years": 14.24640053 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.16277549, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.23017161, + "White_Blood_Cell_Count": 4.950347915, + "Platelet_Count": 433.9862436, + "Albumin_Level": 4.358266346, + "Alkaline_Phosphatase_Level": 34.14113812, + "Alanine_Aminotransferase_Level": 25.05232507, + "Aspartate_Aminotransferase_Level": 22.76489305, + "Creatinine_Level": 1.013474878, + "LDH_Level": 152.1373189, + "Calcium_Level": 8.363176241, + "Phosphorus_Level": 4.991744651, + "Glucose_Level": 89.25884062, + "Potassium_Level": 4.58119103, + "Sodium_Level": 136.2463018, + "Smoking_Pack_Years": 72.13129305 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.01931388, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.69966327, + "White_Blood_Cell_Count": 5.985012229, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.44836948, + "White_Blood_Cell_Count": 5.494578007, + "Platelet_Count": 187.2933968, + "Albumin_Level": 3.358535471, + "Alkaline_Phosphatase_Level": 47.15385731, + "Alanine_Aminotransferase_Level": 32.48017654, + "Aspartate_Aminotransferase_Level": 17.86682152, + "Creatinine_Level": 0.699725957, + "LDH_Level": 178.1554031, + "Calcium_Level": 10.31954315, + "Phosphorus_Level": 2.521260946, + "Glucose_Level": 80.93270242, + "Potassium_Level": 3.726088597, + "Sodium_Level": 136.9036101, + "Smoking_Pack_Years": 9.076271072 + }, + { + "Age": 30, + "Gender": 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151.5887999, + "Calcium_Level": 8.998205685, + "Phosphorus_Level": 4.292421096, + "Glucose_Level": 134.2464795, + "Potassium_Level": 3.599877963, + "Sodium_Level": 144.3934724, + "Smoking_Pack_Years": 49.38222317 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.71405461, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.46775136, + "White_Blood_Cell_Count": 5.859718193, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.25440488, + "White_Blood_Cell_Count": 9.111931388, + "Platelet_Count": 444.7841185, + "Albumin_Level": 3.650317865, + "Alkaline_Phosphatase_Level": 69.22077767, + "Alanine_Aminotransferase_Level": 8.902910233, + "Aspartate_Aminotransferase_Level": 20.89009097, + "Creatinine_Level": 0.965876699, + "LDH_Level": 240.2741145, + "Calcium_Level": 9.097047765, + "Phosphorus_Level": 3.228927548, + "Glucose_Level": 88.84923179, + "Potassium_Level": 3.729480006, + "Sodium_Level": 144.0975399, + "Smoking_Pack_Years": 26.68732868 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.48025179, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.86159325, + "White_Blood_Cell_Count": 8.703890882, + "Platelet_Count": 214.3425694, + "Albumin_Level": 4.669817999, + "Alkaline_Phosphatase_Level": 43.1085818, + "Alanine_Aminotransferase_Level": 18.71022096, + "Aspartate_Aminotransferase_Level": 19.99540687, + "Creatinine_Level": 0.575625171, + "LDH_Level": 178.0155361, + "Calcium_Level": 9.494942434, + "Phosphorus_Level": 4.495802445, + "Glucose_Level": 88.34612363, + "Potassium_Level": 4.071678156, + "Sodium_Level": 137.8731314, + "Smoking_Pack_Years": 14.75090585 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.40769556, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.00314268, + "White_Blood_Cell_Count": 4.103076802, + "Platelet_Count": 371.4521993, + "Albumin_Level": 4.282840828, + "Alkaline_Phosphatase_Level": 40.5169375, + "Alanine_Aminotransferase_Level": 34.72054301, + "Aspartate_Aminotransferase_Level": 32.26557005, + "Creatinine_Level": 1.168958601, + "LDH_Level": 238.9694827, + "Calcium_Level": 8.818832631, + "Phosphorus_Level": 2.536171695, + "Glucose_Level": 89.51717236, + "Potassium_Level": 3.813444159, + "Sodium_Level": 137.9089807, + "Smoking_Pack_Years": 95.36665746 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.90340341, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.53382385, + "White_Blood_Cell_Count": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.97972553, + "White_Blood_Cell_Count": 4.411826474, + "Platelet_Count": 164.7094064, + "Albumin_Level": 3.659827952, + "Alkaline_Phosphatase_Level": 58.07398982, + "Alanine_Aminotransferase_Level": 7.602287392, + "Aspartate_Aminotransferase_Level": 45.93441032, + "Creatinine_Level": 0.657068233, + "LDH_Level": 225.3088473, + "Calcium_Level": 8.689866564, + "Phosphorus_Level": 3.930818246, + "Glucose_Level": 139.9244357, + "Potassium_Level": 4.668529405, + "Sodium_Level": 141.5281383, + "Smoking_Pack_Years": 19.67076841 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.12492791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.20030662, + "White_Blood_Cell_Count": 6.977537918, + "Platelet_Count": 352.5590601, + "Albumin_Level": 3.115252822, + "Alkaline_Phosphatase_Level": 100.667346, + "Alanine_Aminotransferase_Level": 34.64449363, + "Aspartate_Aminotransferase_Level": 49.00887673, + "Creatinine_Level": 0.922661082, + "LDH_Level": 104.4323973, + "Calcium_Level": 8.536120774, + "Phosphorus_Level": 4.736335391, + "Glucose_Level": 148.1750706, + "Potassium_Level": 4.076828406, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 49.26571273, + "Creatinine_Level": 0.986561805, + "LDH_Level": 164.6144913, + "Calcium_Level": 9.801997912, + "Phosphorus_Level": 4.127525678, + "Glucose_Level": 137.3202838, + "Potassium_Level": 4.338734748, + "Sodium_Level": 138.4770312, + "Smoking_Pack_Years": 3.71766793 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.78646273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.89240926, + "White_Blood_Cell_Count": 8.644013383, + "Platelet_Count": 427.0281488, + "Albumin_Level": 3.600323357, + "Alkaline_Phosphatase_Level": 44.07262434, + "Alanine_Aminotransferase_Level": 17.03873661, + "Aspartate_Aminotransferase_Level": 34.42889174, + "Creatinine_Level": 1.431595217, + "LDH_Level": 187.5203865, + "Calcium_Level": 8.576714301, + "Phosphorus_Level": 4.10216253, + "Glucose_Level": 138.6842504, + "Potassium_Level": 3.935649631, + "Sodium_Level": 144.7126522, + "Smoking_Pack_Years": 19.18133416 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.6760118, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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32.72075898, + "Aspartate_Aminotransferase_Level": 31.90408264, + "Creatinine_Level": 0.576222864, + "LDH_Level": 103.0751273, + "Calcium_Level": 8.469058811, + "Phosphorus_Level": 4.784655868, + "Glucose_Level": 99.53532228, + "Potassium_Level": 3.535100233, + "Sodium_Level": 144.7708076, + "Smoking_Pack_Years": 0.290606057 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.18919779, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.70830865, + "White_Blood_Cell_Count": 5.57812596, + "Platelet_Count": 307.4165002, + "Albumin_Level": 3.981060062, + "Alkaline_Phosphatase_Level": 110.7237227, + "Alanine_Aminotransferase_Level": 19.70462731, + "Aspartate_Aminotransferase_Level": 29.99071583, + "Creatinine_Level": 1.295854588, + "LDH_Level": 195.5140978, + "Calcium_Level": 8.172294258, + "Phosphorus_Level": 4.961657531, + "Glucose_Level": 142.430014, + "Potassium_Level": 4.408182177, + "Sodium_Level": 138.7120767, + "Smoking_Pack_Years": 62.15450327 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.83759835, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.64510005, + "White_Blood_Cell_Count": 8.998104855, + "Platelet_Count": 180.1413795, + "Albumin_Level": 3.025350487, + "Alkaline_Phosphatase_Level": 31.56926647, + "Alanine_Aminotransferase_Level": 29.36920002, + "Aspartate_Aminotransferase_Level": 44.20156165, + "Creatinine_Level": 0.78686739, + "LDH_Level": 127.099367, + "Calcium_Level": 9.518807699, + "Phosphorus_Level": 4.006785591, + "Glucose_Level": 116.9392127, + "Potassium_Level": 3.704142195, + "Sodium_Level": 136.4852684, + "Smoking_Pack_Years": 53.34357824 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.87351585, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.92007517, + "White_Blood_Cell_Count": 5.651793723, + "Platelet_Count": 321.2762962, + "Albumin_Level": 3.827139817, + "Alkaline_Phosphatase_Level": 42.12375453, + "Alanine_Aminotransferase_Level": 18.17296614, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.24967515, + "White_Blood_Cell_Count": 5.356124798, + "Platelet_Count": 241.8844163, + "Albumin_Level": 3.139640166, + "Alkaline_Phosphatase_Level": 115.6376235, + "Alanine_Aminotransferase_Level": 8.66275704, + "Aspartate_Aminotransferase_Level": 43.94360138, + "Creatinine_Level": 0.881990403, + "LDH_Level": 149.5827885, + "Calcium_Level": 9.630809722, + "Phosphorus_Level": 3.837535512, + "Glucose_Level": 97.14183179, + "Potassium_Level": 3.933720414, + "Sodium_Level": 141.9320519, + "Smoking_Pack_Years": 96.65419483 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.88383789, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.57788865, + "White_Blood_Cell_Count": 5.994510721, + "Platelet_Count": 227.3970481, + "Albumin_Level": 3.14468516, + "Alkaline_Phosphatase_Level": 34.75516883, + "Alanine_Aminotransferase_Level": 31.79845243, + "Aspartate_Aminotransferase_Level": 28.33232138, + "Creatinine_Level": 1.093460162, + "LDH_Level": 154.7402752, + "Calcium_Level": 9.816615625, + "Phosphorus_Level": 3.475754013, + "Glucose_Level": 135.5698767, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.61988736, + "White_Blood_Cell_Count": 8.547147282, + "Platelet_Count": 413.7670908, + "Albumin_Level": 4.734103728, + "Alkaline_Phosphatase_Level": 44.58267818, + "Alanine_Aminotransferase_Level": 24.22530943, + "Aspartate_Aminotransferase_Level": 17.24848577, + "Creatinine_Level": 1.409004742, + "LDH_Level": 135.4182259, + "Calcium_Level": 9.116794353, + "Phosphorus_Level": 3.40028278, + "Glucose_Level": 111.0433835, + "Potassium_Level": 3.717849561, + "Sodium_Level": 142.9830749, + "Smoking_Pack_Years": 84.55897283 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.2372144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.45647277, + "White_Blood_Cell_Count": 7.381093679, + "Platelet_Count": 340.506246, + "Albumin_Level": 4.166645998, + "Alkaline_Phosphatase_Level": 55.33077994, + "Alanine_Aminotransferase_Level": 34.92441786, + "Aspartate_Aminotransferase_Level": 41.18428293, + "Creatinine_Level": 1.38487302, + "LDH_Level": 167.8066209, + "Calcium_Level": 9.554413979, + "Phosphorus_Level": 4.189722116, + "Glucose_Level": 146.2542349, + "Potassium_Level": 4.311995306, + "Sodium_Level": 143.5494329, + "Smoking_Pack_Years": 63.15764713 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.94709399, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 34.09913165, + "Aspartate_Aminotransferase_Level": 23.6148319, + "Creatinine_Level": 1.349953677, + "LDH_Level": 235.2353552, + "Calcium_Level": 10.39658428, + "Phosphorus_Level": 4.781132377, + "Glucose_Level": 72.66702169, + "Potassium_Level": 4.942101539, + "Sodium_Level": 138.3103599, + "Smoking_Pack_Years": 23.17002462 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.67836178, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.60201729, + "White_Blood_Cell_Count": 9.648368252, + "Platelet_Count": 404.015087, + "Albumin_Level": 4.60835685, + "Alkaline_Phosphatase_Level": 43.85403127, + "Alanine_Aminotransferase_Level": 27.83093369, + "Aspartate_Aminotransferase_Level": 14.2982703, + "Creatinine_Level": 0.928721972, + "LDH_Level": 162.1685184, + "Calcium_Level": 8.162372945, + "Phosphorus_Level": 3.432716109, + "Glucose_Level": 99.30159555, + "Potassium_Level": 4.390625305, + "Sodium_Level": 137.0476587, + "Smoking_Pack_Years": 70.92831205 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.64963668, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.44138046, + "White_Blood_Cell_Count": 5.128277416, + "Platelet_Count": 400.0262622, + "Albumin_Level": 4.495552611, + "Alkaline_Phosphatase_Level": 60.83746745, + "Alanine_Aminotransferase_Level": 13.51899142, + "Aspartate_Aminotransferase_Level": 30.65008458, + "Creatinine_Level": 1.395953584, + "LDH_Level": 231.1411079, + "Calcium_Level": 10.23568937, + "Phosphorus_Level": 4.126024523, + "Glucose_Level": 71.24516799, + "Potassium_Level": 4.860662287, + "Sodium_Level": 142.6493664, + "Smoking_Pack_Years": 86.29594112 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.74413035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.4873592, + "White_Blood_Cell_Count": 8.561814338, + "Platelet_Count": 432.1968813, + "Albumin_Level": 4.271053582, + "Alkaline_Phosphatase_Level": 60.64272228, + "Alanine_Aminotransferase_Level": 31.27845948, + "Aspartate_Aminotransferase_Level": 48.00859639, + "Creatinine_Level": 0.679798661, + "LDH_Level": 178.4630383, + "Calcium_Level": 8.071007033, + "Phosphorus_Level": 3.890765234, + "Glucose_Level": 96.53090251, + "Potassium_Level": 3.953261684, + "Sodium_Level": 135.8246309, + "Smoking_Pack_Years": 45.85427298 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.17503163, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.56715291, + "White_Blood_Cell_Count": 7.941997166, + "Platelet_Count": 221.8011658, + "Albumin_Level": 4.235708134, + "Alkaline_Phosphatase_Level": 76.09445928, + "Alanine_Aminotransferase_Level": 17.47920811, + "Aspartate_Aminotransferase_Level": 11.99101487, + "Creatinine_Level": 1.490830641, + "LDH_Level": 145.1501078, + "Calcium_Level": 10.02999119, + "Phosphorus_Level": 4.719400747, + "Glucose_Level": 109.9249039, + "Potassium_Level": 4.21258825, + "Sodium_Level": 142.3121423, + "Smoking_Pack_Years": 57.2896987 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.08544032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.40458833, + "White_Blood_Cell_Count": 7.869232601, + "Platelet_Count": 411.2042908, + "Albumin_Level": 4.201048663, + "Alkaline_Phosphatase_Level": 118.555714, + "Alanine_Aminotransferase_Level": 13.52076148, + "Aspartate_Aminotransferase_Level": 48.61121358, + "Creatinine_Level": 1.051687549, + "LDH_Level": 232.6414504, + "Calcium_Level": 8.639751529, + "Phosphorus_Level": 4.622177453, + "Glucose_Level": 141.5427272, + "Potassium_Level": 3.734622039, + "Sodium_Level": 141.2592407, + "Smoking_Pack_Years": 85.94521545 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.04843403, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.11405412, + "White_Blood_Cell_Count": 5.668245315, + "Platelet_Count": 265.146753, + "Albumin_Level": 4.604313925, + "Alkaline_Phosphatase_Level": 36.12396462, + "Alanine_Aminotransferase_Level": 33.84529935, + "Aspartate_Aminotransferase_Level": 14.98957989, + "Creatinine_Level": 0.554171621, + "LDH_Level": 222.745569, + "Calcium_Level": 10.00273355, + "Phosphorus_Level": 2.795019676, + "Glucose_Level": 104.9264252, + "Potassium_Level": 4.462426048, + "Sodium_Level": 136.2642951, + "Smoking_Pack_Years": 1.553852032 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.74128358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.26672349, + "White_Blood_Cell_Count": 4.020780771, + "Platelet_Count": 182.8257598, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.06018495, + "White_Blood_Cell_Count": 6.364018289, + "Platelet_Count": 204.4211104, + "Albumin_Level": 3.441347972, + "Alkaline_Phosphatase_Level": 45.75262474, + "Alanine_Aminotransferase_Level": 11.64655836, + "Aspartate_Aminotransferase_Level": 25.85840978, + "Creatinine_Level": 1.25342277, + "LDH_Level": 198.5515596, + "Calcium_Level": 8.766887778, + "Phosphorus_Level": 3.183799368, + "Glucose_Level": 78.25983964, + "Potassium_Level": 3.873441198, + "Sodium_Level": 140.455709, + "Smoking_Pack_Years": 58.9199372 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": 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9.560602654, + "Phosphorus_Level": 4.050202514, + "Glucose_Level": 104.4287094, + "Potassium_Level": 3.998055455, + "Sodium_Level": 139.5138235, + "Smoking_Pack_Years": 56.443577 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.81917506, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.38122535, + "White_Blood_Cell_Count": 5.855017994, + "Platelet_Count": 151.011731, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.8960288, + "White_Blood_Cell_Count": 3.841145843, + "Platelet_Count": 396.979431, + "Albumin_Level": 4.487220241, + "Alkaline_Phosphatase_Level": 119.1089803, + "Alanine_Aminotransferase_Level": 20.8482509, + "Aspartate_Aminotransferase_Level": 23.34945662, + "Creatinine_Level": 1.495047869, + "LDH_Level": 126.7701264, + "Calcium_Level": 9.935090538, + "Phosphorus_Level": 3.320799546, + "Glucose_Level": 81.10156646, + "Potassium_Level": 4.025936129, + "Sodium_Level": 135.6690427, + "Smoking_Pack_Years": 46.74908505 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.62244829, + "White_Blood_Cell_Count": 6.66984624, + "Platelet_Count": 239.1787246, + "Albumin_Level": 4.280902835, + "Alkaline_Phosphatase_Level": 85.38375786, + "Alanine_Aminotransferase_Level": 9.92257261, + "Aspartate_Aminotransferase_Level": 42.29629109, + "Creatinine_Level": 1.44091498, + "LDH_Level": 137.5680295, + "Calcium_Level": 10.25281584, + "Phosphorus_Level": 3.466093388, + "Glucose_Level": 73.42909964, + "Potassium_Level": 4.577797537, + "Sodium_Level": 135.7723026, + "Smoking_Pack_Years": 88.30898349 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.662175775, + "Phosphorus_Level": 3.436817655, + "Glucose_Level": 111.1351101, + "Potassium_Level": 3.854731367, + "Sodium_Level": 144.7485108, + "Smoking_Pack_Years": 18.40378061 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.8395024, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.43544961, + "White_Blood_Cell_Count": 5.201845646, + "Platelet_Count": 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222.4788516, + "Calcium_Level": 9.293989187, + "Phosphorus_Level": 4.534610208, + "Glucose_Level": 139.5470896, + "Potassium_Level": 4.024655756, + "Sodium_Level": 137.3342067, + "Smoking_Pack_Years": 67.44751733 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.89829098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.11456269, + "White_Blood_Cell_Count": 9.870446018, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.14889961, + "White_Blood_Cell_Count": 9.721339887, + "Platelet_Count": 359.0890517, + "Albumin_Level": 3.942499164, + "Alkaline_Phosphatase_Level": 72.70428257, + "Alanine_Aminotransferase_Level": 22.9974985, + "Aspartate_Aminotransferase_Level": 31.70508993, + "Creatinine_Level": 0.703159119, + "LDH_Level": 127.5257425, + "Calcium_Level": 9.673103091, + "Phosphorus_Level": 4.825514832, + "Glucose_Level": 98.69434083, + "Potassium_Level": 4.350630168, + "Sodium_Level": 139.5678648, + "Smoking_Pack_Years": 43.13694008 + }, + { + "Age": 44, + "Gender": 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171.0641486, + "Calcium_Level": 9.097707749, + "Phosphorus_Level": 3.916360636, + "Glucose_Level": 109.6973957, + "Potassium_Level": 3.876137837, + "Sodium_Level": 142.4161931, + "Smoking_Pack_Years": 25.42733553 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.3389123, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.3271904, + "White_Blood_Cell_Count": 8.137660653, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.52407976, + "White_Blood_Cell_Count": 4.83044548, + "Platelet_Count": 253.9804739, + "Albumin_Level": 4.182986436, + "Alkaline_Phosphatase_Level": 116.7921164, + "Alanine_Aminotransferase_Level": 23.87175255, + "Aspartate_Aminotransferase_Level": 35.72155512, + "Creatinine_Level": 1.326898754, + "LDH_Level": 143.0301249, + "Calcium_Level": 9.913498866, + "Phosphorus_Level": 3.878312354, + "Glucose_Level": 140.7508809, + "Potassium_Level": 4.895760942, + "Sodium_Level": 135.6337239, + "Smoking_Pack_Years": 36.2491441 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.14042535, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.23136106, + "White_Blood_Cell_Count": 5.812399649, + "Platelet_Count": 394.5961772, + "Albumin_Level": 4.97522308, + "Alkaline_Phosphatase_Level": 75.67970818, + "Alanine_Aminotransferase_Level": 38.7921864, + "Aspartate_Aminotransferase_Level": 19.5781302, + "Creatinine_Level": 1.11561588, + "LDH_Level": 230.3915765, + "Calcium_Level": 8.32304119, + "Phosphorus_Level": 3.369438334, + "Glucose_Level": 136.7216355, + "Potassium_Level": 3.739708425, + "Sodium_Level": 140.7017292, + "Smoking_Pack_Years": 0.81077386 + }, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.98334201, + "White_Blood_Cell_Count": 4.411340225, + "Platelet_Count": 151.6538644, + "Albumin_Level": 3.97740851, + "Alkaline_Phosphatase_Level": 53.89463543, + "Alanine_Aminotransferase_Level": 33.82245746, + "Aspartate_Aminotransferase_Level": 47.62491867, + "Creatinine_Level": 1.146910354, + "LDH_Level": 102.9628004, + "Calcium_Level": 10.46096008, + "Phosphorus_Level": 2.815388443, + "Glucose_Level": 147.2878045, + "Potassium_Level": 3.888871751, + "Sodium_Level": 137.9337691, + "Smoking_Pack_Years": 95.56401596 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.18581138, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.61261607, + "White_Blood_Cell_Count": 9.811398433, + "Platelet_Count": 355.2542093, + "Albumin_Level": 4.681470655, + "Alkaline_Phosphatase_Level": 100.4668211, + "Alanine_Aminotransferase_Level": 37.79723545, + "Aspartate_Aminotransferase_Level": 23.34313375, + "Creatinine_Level": 0.539063742, + "LDH_Level": 230.9365744, + "Calcium_Level": 8.74898865, + "Phosphorus_Level": 3.5689601, + "Glucose_Level": 81.40189285, + "Potassium_Level": 4.142544963, + "Sodium_Level": 139.9216111, + "Smoking_Pack_Years": 58.05719123 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.68684125, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.30889783, + "White_Blood_Cell_Count": 4.998898985, + "Platelet_Count": 230.7939883, + "Albumin_Level": 3.288119322, + "Alkaline_Phosphatase_Level": 59.24679371, + "Alanine_Aminotransferase_Level": 16.98082353, + "Aspartate_Aminotransferase_Level": 32.79944397, + "Creatinine_Level": 0.621300056, + "LDH_Level": 209.9336303, + "Calcium_Level": 9.523639862, + "Phosphorus_Level": 4.613152223, + "Glucose_Level": 109.5317535, + "Potassium_Level": 4.518829216, + "Sodium_Level": 135.6800318, + "Smoking_Pack_Years": 80.61227571 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.51487326, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.32866211, + "White_Blood_Cell_Count": 8.50710552, + "Platelet_Count": 283.4256785, + "Albumin_Level": 3.090338918, + "Alkaline_Phosphatase_Level": 112.4195818, + "Alanine_Aminotransferase_Level": 23.10263239, + "Aspartate_Aminotransferase_Level": 43.12083756, + 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"Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.00953894, + "White_Blood_Cell_Count": 4.520340314, + "Platelet_Count": 199.427062, + "Albumin_Level": 3.672587297, + "Alkaline_Phosphatase_Level": 112.4399248, + "Alanine_Aminotransferase_Level": 29.67610284, + "Aspartate_Aminotransferase_Level": 17.76304097, + "Creatinine_Level": 0.548129374, + "LDH_Level": 229.5131717, + "Calcium_Level": 10.23848069, + "Phosphorus_Level": 4.133044036, + "Glucose_Level": 97.40287253, + "Potassium_Level": 4.016013039, + "Sodium_Level": 143.724947, + "Smoking_Pack_Years": 33.8108396 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.7350563, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.18371875, + "White_Blood_Cell_Count": 4.452192042, + "Platelet_Count": 351.7993148, + "Albumin_Level": 4.3892746, + "Alkaline_Phosphatase_Level": 113.6493392, + "Alanine_Aminotransferase_Level": 27.08094124, + "Aspartate_Aminotransferase_Level": 16.35515051, + "Creatinine_Level": 1.337001463, + "LDH_Level": 162.855739, + "Calcium_Level": 9.379594329, + "Phosphorus_Level": 3.094296246, + "Glucose_Level": 102.2778016, + "Potassium_Level": 4.861699311, + "Sodium_Level": 144.6543547, + "Smoking_Pack_Years": 7.170673573 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.00589955, + "White_Blood_Cell_Count": 7.69937546, + "Platelet_Count": 210.8871116, + "Albumin_Level": 3.413202338, + "Alkaline_Phosphatase_Level": 64.31008823, + "Alanine_Aminotransferase_Level": 7.430179073, + "Aspartate_Aminotransferase_Level": 17.63044593, + "Creatinine_Level": 0.553054865, + "LDH_Level": 161.3198616, + "Calcium_Level": 8.52540488, + "Phosphorus_Level": 4.986025262, + "Glucose_Level": 91.51602063, + "Potassium_Level": 3.655419089, + "Sodium_Level": 138.2910048, + "Smoking_Pack_Years": 36.69121658 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.26869649, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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138.4418596, + "Smoking_Pack_Years": 62.86653885 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.15513958, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.02978766, + "White_Blood_Cell_Count": 3.624861429, + "Platelet_Count": 246.1634917, + "Albumin_Level": 3.700946805, + "Alkaline_Phosphatase_Level": 73.72062342, + "Alanine_Aminotransferase_Level": 33.91383128, + "Aspartate_Aminotransferase_Level": 27.33425478, + "Creatinine_Level": 0.997513581, + "LDH_Level": 101.1343137, + "Calcium_Level": 10.25699937, + "Phosphorus_Level": 3.381011643, + "Glucose_Level": 72.22493465, + "Potassium_Level": 3.777436777, + "Sodium_Level": 139.464078, + "Smoking_Pack_Years": 16.71078086 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.67293804, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.86558883, + "White_Blood_Cell_Count": 3.870317694, + "Platelet_Count": 165.4565114, + "Albumin_Level": 4.358246045, + "Alkaline_Phosphatase_Level": 98.24710004, + "Alanine_Aminotransferase_Level": 20.98426829, + "Aspartate_Aminotransferase_Level": 10.44031398, + "Creatinine_Level": 1.248934643, + "LDH_Level": 222.872501, + "Calcium_Level": 9.07615052, + "Phosphorus_Level": 3.93049433, + "Glucose_Level": 130.2956018, + "Potassium_Level": 4.014717912, + "Sodium_Level": 137.4371903, + "Smoking_Pack_Years": 75.63440399 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.25923103, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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+ "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.71413796, + "White_Blood_Cell_Count": 4.270041578, + "Platelet_Count": 202.9644116, + "Albumin_Level": 3.730049294, + "Alkaline_Phosphatase_Level": 82.75205163, + "Alanine_Aminotransferase_Level": 33.55212653, + "Aspartate_Aminotransferase_Level": 32.27874434, + "Creatinine_Level": 0.930834046, + "LDH_Level": 149.6089233, + "Calcium_Level": 10.01709363, + "Phosphorus_Level": 2.535396697, + "Glucose_Level": 115.0372255, + "Potassium_Level": 3.720925175, + "Sodium_Level": 141.3326219, + "Smoking_Pack_Years": 61.18961674 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.33889187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.52636801, + "White_Blood_Cell_Count": 7.565980551, + "Platelet_Count": 309.8775526, + "Albumin_Level": 4.249906355, + "Alkaline_Phosphatase_Level": 70.81778476, + "Alanine_Aminotransferase_Level": 10.7553948, + "Aspartate_Aminotransferase_Level": 34.35229997, + "Creatinine_Level": 0.888622776, + "LDH_Level": 111.7799662, + "Calcium_Level": 10.24086717, + "Phosphorus_Level": 3.481720826, + "Glucose_Level": 76.1141774, + "Potassium_Level": 4.321190428, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 10.00660739, + "Creatinine_Level": 1.126152814, + "LDH_Level": 224.0487048, + "Calcium_Level": 8.1374305, + "Phosphorus_Level": 2.874220604, + "Glucose_Level": 104.5390615, + "Potassium_Level": 4.992669966, + "Sodium_Level": 137.1431581, + "Smoking_Pack_Years": 97.8356355 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.78468663, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + 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"No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.86353953, + "White_Blood_Cell_Count": 8.223807119, + "Platelet_Count": 267.8128967, + "Albumin_Level": 3.362783868, + "Alkaline_Phosphatase_Level": 81.82402669, + "Alanine_Aminotransferase_Level": 14.94047185, + "Aspartate_Aminotransferase_Level": 36.66978395, + "Creatinine_Level": 1.451842711, + "LDH_Level": 152.1608517, + "Calcium_Level": 8.71274273, + "Phosphorus_Level": 2.998386325, + "Glucose_Level": 145.2052471, + "Potassium_Level": 3.560165545, + "Sodium_Level": 143.4902033, + "Smoking_Pack_Years": 76.10574496 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.91902446, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.86712942, + "White_Blood_Cell_Count": 4.998315003, + "Platelet_Count": 403.8781445, + "Albumin_Level": 3.570225737, + "Alkaline_Phosphatase_Level": 104.4765567, + "Alanine_Aminotransferase_Level": 6.622376023, + "Aspartate_Aminotransferase_Level": 22.18393528, + "Creatinine_Level": 0.998049115, + "LDH_Level": 105.6606927, + "Calcium_Level": 8.381837269, + "Phosphorus_Level": 3.956031713, + "Glucose_Level": 87.72934184, + "Potassium_Level": 4.882460697, + "Sodium_Level": 144.2884176, + "Smoking_Pack_Years": 9.467239805 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.08498262, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.12170946, + "White_Blood_Cell_Count": 6.827097304, + "Platelet_Count": 351.2109104, + "Albumin_Level": 3.488558933, + "Alkaline_Phosphatase_Level": 54.97422751, + "Alanine_Aminotransferase_Level": 32.46803334, + "Aspartate_Aminotransferase_Level": 45.77551802, + "Creatinine_Level": 1.331322189, + "LDH_Level": 211.2045037, + "Calcium_Level": 10.22205551, + "Phosphorus_Level": 3.75595001, + "Glucose_Level": 124.5422934, + "Potassium_Level": 4.704827754, + "Sodium_Level": 137.6032377, + "Smoking_Pack_Years": 56.4139598 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.91410754, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 68, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.24614963, + "White_Blood_Cell_Count": 9.545621746, + "Platelet_Count": 292.9618132, + "Albumin_Level": 4.458823499, + "Alkaline_Phosphatase_Level": 117.1179196, + "Alanine_Aminotransferase_Level": 6.648560135, + "Aspartate_Aminotransferase_Level": 37.28909807, + "Creatinine_Level": 1.350105927, + "LDH_Level": 154.1823673, + "Calcium_Level": 9.769594845, + "Phosphorus_Level": 3.970107195, + "Glucose_Level": 74.09904629, + "Potassium_Level": 3.880145592, + "Sodium_Level": 135.1648223, + "Smoking_Pack_Years": 56.04132005 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.72002519, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.69961756, + "White_Blood_Cell_Count": 9.26051278, + "Platelet_Count": 403.5921109, + "Albumin_Level": 4.106967163, + "Alkaline_Phosphatase_Level": 87.08542769, + "Alanine_Aminotransferase_Level": 23.48295806, + "Aspartate_Aminotransferase_Level": 22.46143148, + "Creatinine_Level": 1.067040616, + "LDH_Level": 137.3425507, + "Calcium_Level": 9.035676289, + "Phosphorus_Level": 2.701996785, + "Glucose_Level": 100.2117418, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 26.0959669, + "Aspartate_Aminotransferase_Level": 43.12383254, + "Creatinine_Level": 1.306448649, + "LDH_Level": 125.3621453, + "Calcium_Level": 10.49126454, + "Phosphorus_Level": 2.874010677, + "Glucose_Level": 136.9933365, + "Potassium_Level": 4.114498428, + "Sodium_Level": 141.1195927, + "Smoking_Pack_Years": 78.8274945 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.5988178, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.64857116, + "White_Blood_Cell_Count": 4.188443994, + "Platelet_Count": 391.4917245, + "Albumin_Level": 4.466518826, + "Alkaline_Phosphatase_Level": 112.4581305, + "Alanine_Aminotransferase_Level": 29.11971192, + "Aspartate_Aminotransferase_Level": 34.70632391, + "Creatinine_Level": 0.936760173, + "LDH_Level": 130.8823464, + "Calcium_Level": 10.43408341, + "Phosphorus_Level": 4.794716178, + "Glucose_Level": 126.1505702, + "Potassium_Level": 4.403427583, + "Sodium_Level": 140.2016434, + "Smoking_Pack_Years": 85.15075992 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.68866703, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.20960616, + "White_Blood_Cell_Count": 7.065518335, + "Platelet_Count": 329.5372598, + "Albumin_Level": 3.36820775, + "Alkaline_Phosphatase_Level": 44.18617067, + "Alanine_Aminotransferase_Level": 22.79963231, + "Aspartate_Aminotransferase_Level": 44.38070002, + "Creatinine_Level": 0.537375998, + "LDH_Level": 116.7594245, + "Calcium_Level": 10.24435723, + "Phosphorus_Level": 2.559251167, + 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"Alkaline_Phosphatase_Level": 83.1954969, + "Alanine_Aminotransferase_Level": 31.09526442, + "Aspartate_Aminotransferase_Level": 42.18251302, + "Creatinine_Level": 0.876805087, + "LDH_Level": 206.3329277, + "Calcium_Level": 10.38849877, + "Phosphorus_Level": 4.447374484, + "Glucose_Level": 109.9460296, + "Potassium_Level": 4.935450428, + "Sodium_Level": 142.9318246, + "Smoking_Pack_Years": 14.74370416 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.96703734, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.47562652, + "White_Blood_Cell_Count": 6.008756474, + "Platelet_Count": 343.7043672, + "Albumin_Level": 4.685042756, + "Alkaline_Phosphatase_Level": 31.38150391, + "Alanine_Aminotransferase_Level": 27.3835868, + "Aspartate_Aminotransferase_Level": 39.04966817, + "Creatinine_Level": 0.893141929, + "LDH_Level": 135.3163434, + "Calcium_Level": 8.05415514, + "Phosphorus_Level": 3.944843049, + "Glucose_Level": 114.082498, + "Potassium_Level": 3.616658213, + "Sodium_Level": 144.4734545, + "Smoking_Pack_Years": 21.9280414 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.920228568, + "Glucose_Level": 70.27079936, + "Potassium_Level": 4.715891119, + "Sodium_Level": 138.9172502, + "Smoking_Pack_Years": 9.749065763 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.70588987, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.35620951, + "White_Blood_Cell_Count": 4.980723271, + "Platelet_Count": 416.7603841, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.08133215, + "White_Blood_Cell_Count": 8.43833267, + "Platelet_Count": 342.8150072, + "Albumin_Level": 4.512218689, + "Alkaline_Phosphatase_Level": 48.48643715, + "Alanine_Aminotransferase_Level": 26.88640758, + "Aspartate_Aminotransferase_Level": 44.80095195, + "Creatinine_Level": 0.552607104, + "LDH_Level": 119.6074565, + "Calcium_Level": 9.061142526, + "Phosphorus_Level": 3.173731555, + "Glucose_Level": 142.97715, + "Potassium_Level": 4.90307478, + "Sodium_Level": 144.4381423, + "Smoking_Pack_Years": 65.4296947 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.607069406, + "Phosphorus_Level": 3.890303111, + "Glucose_Level": 106.8206832, + "Potassium_Level": 4.513281714, + "Sodium_Level": 140.8390566, + "Smoking_Pack_Years": 0.567214522 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.31137907, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.50430559, + "White_Blood_Cell_Count": 7.579547807, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.17375722, + "White_Blood_Cell_Count": 7.246171803, + "Platelet_Count": 216.8483448, + "Albumin_Level": 4.601104012, + "Alkaline_Phosphatase_Level": 99.27698913, + "Alanine_Aminotransferase_Level": 35.12878956, + "Aspartate_Aminotransferase_Level": 43.25103016, + "Creatinine_Level": 0.644288791, + "LDH_Level": 125.25024, + "Calcium_Level": 9.420258793, + "Phosphorus_Level": 3.740231728, + "Glucose_Level": 80.37507561, + "Potassium_Level": 3.731177394, + "Sodium_Level": 143.2740805, + "Smoking_Pack_Years": 55.7560099 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.30113012, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.46809529, + "White_Blood_Cell_Count": 5.882726147, + "Platelet_Count": 279.4178965, + "Albumin_Level": 4.946654934, + "Alkaline_Phosphatase_Level": 33.07215019, + "Alanine_Aminotransferase_Level": 21.99966772, + "Aspartate_Aminotransferase_Level": 47.92987761, + "Creatinine_Level": 1.342063547, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.42232158, + "White_Blood_Cell_Count": 6.676491468, + "Platelet_Count": 371.7968555, + "Albumin_Level": 4.160728396, + "Alkaline_Phosphatase_Level": 98.47339371, + "Alanine_Aminotransferase_Level": 33.09949914, + "Aspartate_Aminotransferase_Level": 46.4082702, + "Creatinine_Level": 0.959123081, + "LDH_Level": 136.6982527, + "Calcium_Level": 8.384475059, + "Phosphorus_Level": 2.671114905, + "Glucose_Level": 98.72650115, + "Potassium_Level": 4.730540019, + "Sodium_Level": 141.7642401, + "Smoking_Pack_Years": 9.929078143 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.32430559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.46835859, + "White_Blood_Cell_Count": 5.876145938, + "Platelet_Count": 217.0771277, + "Albumin_Level": 4.910692124, + "Alkaline_Phosphatase_Level": 93.38671807, + "Alanine_Aminotransferase_Level": 24.65453906, + "Aspartate_Aminotransferase_Level": 30.18186686, + "Creatinine_Level": 1.284507029, + "LDH_Level": 142.0548262, + "Calcium_Level": 9.305164185, + "Phosphorus_Level": 4.805628308, + "Glucose_Level": 74.35225488, + "Potassium_Level": 4.897361151, + "Sodium_Level": 140.5018105, + "Smoking_Pack_Years": 87.40534226 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.43360492, + "White_Blood_Cell_Count": 4.362054501, + "Platelet_Count": 204.5782441, + "Albumin_Level": 3.176584155, + "Alkaline_Phosphatase_Level": 55.32119482, + "Alanine_Aminotransferase_Level": 37.92805559, + "Aspartate_Aminotransferase_Level": 21.17499612, + "Creatinine_Level": 0.915882063, + "LDH_Level": 132.5749301, + "Calcium_Level": 9.464910733, + "Phosphorus_Level": 3.741649647, + "Glucose_Level": 147.8433184, + "Potassium_Level": 4.277756231, + "Sodium_Level": 135.7741018, + "Smoking_Pack_Years": 33.64930522 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.64676931, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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143.2313344, + "Smoking_Pack_Years": 91.11063534 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.05200524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.10203286, + "White_Blood_Cell_Count": 6.732517424, + "Platelet_Count": 277.0915786, + "Albumin_Level": 3.87903063, + "Alkaline_Phosphatase_Level": 75.63276084, + "Alanine_Aminotransferase_Level": 17.64898091, + "Aspartate_Aminotransferase_Level": 43.97504182, + "Creatinine_Level": 1.146057105, + "LDH_Level": 112.8162001, + "Calcium_Level": 9.406095902, + "Phosphorus_Level": 3.480196171, + "Glucose_Level": 76.0950568, + "Potassium_Level": 4.133564696, + "Sodium_Level": 141.8154009, + "Smoking_Pack_Years": 43.40126803 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.29272041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.70812251, + "White_Blood_Cell_Count": 5.959353573, + "Platelet_Count": 202.7441926, + "Albumin_Level": 4.569551299, + "Alkaline_Phosphatase_Level": 44.4885032, + "Alanine_Aminotransferase_Level": 7.509305555, + "Aspartate_Aminotransferase_Level": 26.35294862, + "Creatinine_Level": 1.246179202, + "LDH_Level": 149.8169336, + "Calcium_Level": 9.319274714, + "Phosphorus_Level": 3.756450005, + "Glucose_Level": 141.4274185, + "Potassium_Level": 4.26753616, + "Sodium_Level": 143.5820299, + "Smoking_Pack_Years": 54.6665155 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.55323394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.84586145, + "White_Blood_Cell_Count": 3.58393795, + "Platelet_Count": 293.101375, + "Albumin_Level": 3.754785048, + "Alkaline_Phosphatase_Level": 93.38074797, + "Alanine_Aminotransferase_Level": 17.53106405, + "Aspartate_Aminotransferase_Level": 23.59725105, + "Creatinine_Level": 1.151603225, + "LDH_Level": 177.9710036, + "Calcium_Level": 8.528275206, + "Phosphorus_Level": 4.147235368, + "Glucose_Level": 76.64420871, + "Potassium_Level": 4.572655343, + "Sodium_Level": 140.032336, + "Smoking_Pack_Years": 10.4196286 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.02177742, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.82207898, + "White_Blood_Cell_Count": 8.508624502, + "Platelet_Count": 443.5511357, + "Albumin_Level": 3.219255482, + "Alkaline_Phosphatase_Level": 45.2102238, + "Alanine_Aminotransferase_Level": 23.69041973, + "Aspartate_Aminotransferase_Level": 39.36965473, + "Creatinine_Level": 0.801591177, + "LDH_Level": 153.1676486, + "Calcium_Level": 8.58831141, + "Phosphorus_Level": 3.307591937, + "Glucose_Level": 104.7276656, + "Potassium_Level": 4.145776019, + "Sodium_Level": 144.7687054, + "Smoking_Pack_Years": 4.426371406 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.4205212, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.74552268, + "White_Blood_Cell_Count": 6.78117744, + "Platelet_Count": 395.3343294, + "Albumin_Level": 4.576712294, + "Alkaline_Phosphatase_Level": 98.36308074, + "Alanine_Aminotransferase_Level": 28.88687683, + "Aspartate_Aminotransferase_Level": 17.73355927, + "Creatinine_Level": 0.546926852, + "LDH_Level": 187.7684954, + "Calcium_Level": 10.03420809, + "Phosphorus_Level": 4.171323223, + "Glucose_Level": 71.75280504, + "Potassium_Level": 3.956570805, + "Sodium_Level": 144.6738348, + "Smoking_Pack_Years": 34.25104415 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.99634553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.37781061, + "White_Blood_Cell_Count": 4.207647585, + "Platelet_Count": 267.777341, + "Albumin_Level": 4.325389614, + "Alkaline_Phosphatase_Level": 89.82686561, + "Alanine_Aminotransferase_Level": 18.80556202, + "Aspartate_Aminotransferase_Level": 30.9875998, + "Creatinine_Level": 1.349383213, + "LDH_Level": 237.0836229, + "Calcium_Level": 9.886407076, + "Phosphorus_Level": 3.424421596, + "Glucose_Level": 83.63170835, + "Potassium_Level": 3.856538453, + "Sodium_Level": 139.374776, + "Smoking_Pack_Years": 32.29273056 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.15753809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.89397738, + "White_Blood_Cell_Count": 8.652358195, + "Platelet_Count": 400.6611746, + "Albumin_Level": 4.21885924, + "Alkaline_Phosphatase_Level": 109.6659725, + "Alanine_Aminotransferase_Level": 21.77894637, + "Aspartate_Aminotransferase_Level": 17.33920219, + "Creatinine_Level": 0.61930217, + "LDH_Level": 210.8404501, + "Calcium_Level": 9.311926978, + "Phosphorus_Level": 4.380387037, + "Glucose_Level": 90.25912592, + "Potassium_Level": 4.983959909, + "Sodium_Level": 135.9542893, + "Smoking_Pack_Years": 5.568610414 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.05874658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.30953794, + "White_Blood_Cell_Count": 6.936132834, + "Platelet_Count": 268.876909, + "Albumin_Level": 4.429838181, + "Alkaline_Phosphatase_Level": 87.75866462, + "Alanine_Aminotransferase_Level": 12.36428115, + "Aspartate_Aminotransferase_Level": 23.90711507, + "Creatinine_Level": 0.935550834, + "LDH_Level": 126.1207909, + "Calcium_Level": 9.162244057, + "Phosphorus_Level": 4.638168451, + "Glucose_Level": 124.9022248, + "Potassium_Level": 4.427187184, + "Sodium_Level": 140.0289038, + "Smoking_Pack_Years": 23.503068 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.2911892, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.68005256, + "White_Blood_Cell_Count": 9.490179089, + "Platelet_Count": 325.6706719, + "Albumin_Level": 4.677078109, + "Alkaline_Phosphatase_Level": 83.12909796, + "Alanine_Aminotransferase_Level": 27.09638389, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.50510208, + "White_Blood_Cell_Count": 7.945482554, + "Platelet_Count": 282.2281799, + "Albumin_Level": 4.205108096, + "Alkaline_Phosphatase_Level": 33.52305299, + "Alanine_Aminotransferase_Level": 27.17194941, + "Aspartate_Aminotransferase_Level": 18.10539805, + "Creatinine_Level": 0.511138148, + "LDH_Level": 134.3367958, + "Calcium_Level": 10.21302921, + "Phosphorus_Level": 3.426421563, + "Glucose_Level": 119.5423962, + "Potassium_Level": 4.605267137, + "Sodium_Level": 144.8053671, + "Smoking_Pack_Years": 70.44896395 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.41249422, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.47447646, + "White_Blood_Cell_Count": 5.524261257, + "Platelet_Count": 293.7201755, + "Albumin_Level": 4.136066475, + "Alkaline_Phosphatase_Level": 111.8993051, + "Alanine_Aminotransferase_Level": 19.53250554, + "Aspartate_Aminotransferase_Level": 26.12382156, + "Creatinine_Level": 0.952561395, + "LDH_Level": 164.6687859, + "Calcium_Level": 8.943922651, + "Phosphorus_Level": 2.529242309, + "Glucose_Level": 140.5172331, + "Potassium_Level": 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82, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.20590328, + "White_Blood_Cell_Count": 9.096577292, + "Platelet_Count": 286.615707, + "Albumin_Level": 4.201551476, + "Alkaline_Phosphatase_Level": 69.52771653, + "Alanine_Aminotransferase_Level": 8.208890283, + "Aspartate_Aminotransferase_Level": 10.31731199, + "Creatinine_Level": 0.602241636, + "LDH_Level": 110.4809108, + "Calcium_Level": 9.936669093, + "Phosphorus_Level": 3.781326415, + "Glucose_Level": 71.33801766, + "Potassium_Level": 3.917235414, + "Sodium_Level": 143.4331635, + "Smoking_Pack_Years": 33.76919898 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.55932279, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.25676129, + "White_Blood_Cell_Count": 4.56070058, + "Platelet_Count": 244.068216, + "Albumin_Level": 4.262434126, + "Alkaline_Phosphatase_Level": 40.73050759, + "Alanine_Aminotransferase_Level": 8.095352722, + "Aspartate_Aminotransferase_Level": 16.87635311, + "Creatinine_Level": 1.081605435, + "LDH_Level": 131.8244026, + "Calcium_Level": 10.13107318, + "Phosphorus_Level": 2.684676038, + "Glucose_Level": 76.77672968, + "Potassium_Level": 3.51534636, + "Sodium_Level": 141.1761995, + "Smoking_Pack_Years": 25.89028194 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.31570214, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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4.214692718, + "Sodium_Level": 138.366145, + "Smoking_Pack_Years": 38.24698308 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.47234123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.70794957, + "White_Blood_Cell_Count": 9.928177693, + "Platelet_Count": 175.7578251, + "Albumin_Level": 3.505632527, + "Alkaline_Phosphatase_Level": 98.75924568, + "Alanine_Aminotransferase_Level": 5.556568705, + "Aspartate_Aminotransferase_Level": 34.02975657, + "Creatinine_Level": 0.793473607, + "LDH_Level": 223.0006038, + "Calcium_Level": 8.288059585, + "Phosphorus_Level": 4.80368961, + "Glucose_Level": 97.0307272, + "Potassium_Level": 3.86551129, + "Sodium_Level": 142.3078119, + "Smoking_Pack_Years": 64.87230438 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.44170443, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.2505861, + "White_Blood_Cell_Count": 7.506173847, + "Platelet_Count": 177.5641888, + "Albumin_Level": 3.390883287, + "Alkaline_Phosphatase_Level": 46.9918298, + "Alanine_Aminotransferase_Level": 21.30019302, + "Aspartate_Aminotransferase_Level": 46.61130803, + "Creatinine_Level": 1.326549347, + "LDH_Level": 245.4493186, + "Calcium_Level": 9.070873289, + "Phosphorus_Level": 2.616582478, + "Glucose_Level": 93.37990825, + "Potassium_Level": 4.494141949, + "Sodium_Level": 143.8908048, + "Smoking_Pack_Years": 68.76904777 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.7732149, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.88356541, + "White_Blood_Cell_Count": 4.194460455, + "Platelet_Count": 291.488429, + "Albumin_Level": 4.94524103, + "Alkaline_Phosphatase_Level": 34.35642393, + "Alanine_Aminotransferase_Level": 17.58240869, + "Aspartate_Aminotransferase_Level": 22.95846074, + "Creatinine_Level": 1.055442202, + "LDH_Level": 124.8021853, + "Calcium_Level": 8.129896748, + "Phosphorus_Level": 4.606145957, + "Glucose_Level": 114.1981958, + "Potassium_Level": 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64, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.98374815, + "White_Blood_Cell_Count": 5.729001421, + "Platelet_Count": 411.7459953, + "Albumin_Level": 4.11685329, + "Alkaline_Phosphatase_Level": 111.7981224, + "Alanine_Aminotransferase_Level": 12.82404228, + "Aspartate_Aminotransferase_Level": 26.44483654, + "Creatinine_Level": 0.99148011, + "LDH_Level": 169.6609364, + "Calcium_Level": 9.388173119, + "Phosphorus_Level": 4.825755127, + "Glucose_Level": 117.9210849, + "Potassium_Level": 4.152024421, + "Sodium_Level": 143.211365, + "Smoking_Pack_Years": 63.06125289 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.41154567, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.56752294, + "White_Blood_Cell_Count": 8.062983257, + "Platelet_Count": 189.1586275, + "Albumin_Level": 3.886205914, + "Alkaline_Phosphatase_Level": 118.7992654, + "Alanine_Aminotransferase_Level": 18.2601039, + "Aspartate_Aminotransferase_Level": 37.50890239, + "Creatinine_Level": 0.721546275, + "LDH_Level": 144.6770818, + "Calcium_Level": 8.633839076, + "Phosphorus_Level": 2.974019141, + "Glucose_Level": 98.26986729, + "Potassium_Level": 3.985694868, + "Sodium_Level": 139.2043502, + "Smoking_Pack_Years": 10.66663119 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.5814313, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.8295764, + "White_Blood_Cell_Count": 6.507745604, + "Platelet_Count": 427.777061, + "Albumin_Level": 4.997931127, + "Alkaline_Phosphatase_Level": 45.97084118, + "Alanine_Aminotransferase_Level": 37.61304626, + "Aspartate_Aminotransferase_Level": 23.38118112, + "Creatinine_Level": 0.605819405, + "LDH_Level": 102.4423556, + "Calcium_Level": 9.533098927, + "Phosphorus_Level": 3.872244807, + "Glucose_Level": 95.65407061, + "Potassium_Level": 3.641212291, + "Sodium_Level": 140.4592927, + "Smoking_Pack_Years": 58.86189834 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.70943501, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.26950059, + "White_Blood_Cell_Count": 9.201128423, + "Platelet_Count": 328.3841948, + "Albumin_Level": 4.959008836, + "Alkaline_Phosphatase_Level": 95.1295533, + "Alanine_Aminotransferase_Level": 8.7083391, + "Aspartate_Aminotransferase_Level": 29.18803807, + "Creatinine_Level": 0.860121799, + "LDH_Level": 110.7457863, + "Calcium_Level": 8.103730317, + "Phosphorus_Level": 4.09551136, + "Glucose_Level": 134.6131176, + "Potassium_Level": 4.466396802, + "Sodium_Level": 139.711514, + "Smoking_Pack_Years": 74.93547472 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.34388296, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 9.020777903, + "Aspartate_Aminotransferase_Level": 14.67641431, + "Creatinine_Level": 0.893071023, + "LDH_Level": 146.6894391, + "Calcium_Level": 9.682408146, + "Phosphorus_Level": 4.769036808, + "Glucose_Level": 113.4060506, + "Potassium_Level": 4.33574009, + "Sodium_Level": 142.7015552, + "Smoking_Pack_Years": 59.69351875 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.44648266, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.74615395, + "White_Blood_Cell_Count": 5.060857138, + "Platelet_Count": 279.8456527, + "Albumin_Level": 3.114923847, + "Alkaline_Phosphatase_Level": 76.69248543, + "Alanine_Aminotransferase_Level": 26.17976573, + "Aspartate_Aminotransferase_Level": 38.26773011, + "Creatinine_Level": 1.048780849, + "LDH_Level": 186.9725177, + "Calcium_Level": 10.32000811, + "Phosphorus_Level": 3.074598807, + "Glucose_Level": 76.8531544, + "Potassium_Level": 4.333568704, + "Sodium_Level": 139.7143888, + "Smoking_Pack_Years": 29.79494097 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.1410852, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.80362941, + "White_Blood_Cell_Count": 8.756126783, + "Platelet_Count": 163.2640791, + "Albumin_Level": 4.260750075, + "Alkaline_Phosphatase_Level": 65.5830517, + "Alanine_Aminotransferase_Level": 22.84109401, + "Aspartate_Aminotransferase_Level": 36.11029208, + "Creatinine_Level": 0.956011396, + "LDH_Level": 106.8915021, + "Calcium_Level": 8.460530572, + "Phosphorus_Level": 3.658163453, + "Glucose_Level": 89.48802652, + "Potassium_Level": 4.97275589, + "Sodium_Level": 142.463265, + "Smoking_Pack_Years": 12.84121555 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.08738132, + "Tumor_Location": 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59.17570705, + "Alanine_Aminotransferase_Level": 27.68364139, + "Aspartate_Aminotransferase_Level": 30.4260447, + "Creatinine_Level": 0.663325835, + "LDH_Level": 161.5755587, + "Calcium_Level": 9.546003927, + "Phosphorus_Level": 3.747001103, + "Glucose_Level": 120.9382605, + "Potassium_Level": 4.465273382, + "Sodium_Level": 141.1985434, + "Smoking_Pack_Years": 22.41513963 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.30606001, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.82366738, + "White_Blood_Cell_Count": 8.797220767, + "Platelet_Count": 368.965415, + "Albumin_Level": 3.377756164, + "Alkaline_Phosphatase_Level": 65.81163401, + "Alanine_Aminotransferase_Level": 25.49138681, + "Aspartate_Aminotransferase_Level": 31.75737678, + "Creatinine_Level": 0.960774137, + "LDH_Level": 143.0435543, + "Calcium_Level": 8.641347317, + "Phosphorus_Level": 3.345231333, + "Glucose_Level": 99.66552842, + "Potassium_Level": 3.744132522, + "Sodium_Level": 142.2489039, + "Smoking_Pack_Years": 65.48480904 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.93157322, + "White_Blood_Cell_Count": 6.723361231, + "Platelet_Count": 396.0744058, + "Albumin_Level": 4.957465117, + "Alkaline_Phosphatase_Level": 96.12644619, + "Alanine_Aminotransferase_Level": 38.35150932, + "Aspartate_Aminotransferase_Level": 44.00872414, + "Creatinine_Level": 1.466383348, + "LDH_Level": 178.776227, + "Calcium_Level": 10.27288004, + "Phosphorus_Level": 3.979292004, + "Glucose_Level": 75.21191319, + "Potassium_Level": 4.884002057, + "Sodium_Level": 139.4042891, + "Smoking_Pack_Years": 3.333546276 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.57974819, + "White_Blood_Cell_Count": 9.611101669, + "Platelet_Count": 425.0868816, + "Albumin_Level": 4.207488742, + "Alkaline_Phosphatase_Level": 108.5139521, + "Alanine_Aminotransferase_Level": 12.45466154, + "Aspartate_Aminotransferase_Level": 26.45244083, + "Creatinine_Level": 1.407795588, + "LDH_Level": 221.0002822, + "Calcium_Level": 10.1633117, + "Phosphorus_Level": 2.79604673, + "Glucose_Level": 97.81155956, + "Potassium_Level": 3.503127367, + "Sodium_Level": 144.6617252, + "Smoking_Pack_Years": 25.86191114 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.94463646, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.53891721, + "White_Blood_Cell_Count": 4.75091937, + "Platelet_Count": 328.0833888, + "Albumin_Level": 4.397752766, + "Alkaline_Phosphatase_Level": 84.76986721, + "Alanine_Aminotransferase_Level": 12.66745104, + "Aspartate_Aminotransferase_Level": 44.8487049, + "Creatinine_Level": 1.139583813, + "LDH_Level": 197.3325379, + "Calcium_Level": 9.123122176, + "Phosphorus_Level": 3.845066176, + "Glucose_Level": 105.2100355, + "Potassium_Level": 4.720168616, + "Sodium_Level": 138.4672973, + "Smoking_Pack_Years": 67.33890794 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.24706084, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.08834286, + "White_Blood_Cell_Count": 9.657514322, + "Platelet_Count": 400.8351115, + "Albumin_Level": 4.037967865, + "Alkaline_Phosphatase_Level": 47.24696542, + "Alanine_Aminotransferase_Level": 31.85416897, + "Aspartate_Aminotransferase_Level": 44.96274832, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.17800405, + "White_Blood_Cell_Count": 9.229507934, + "Platelet_Count": 183.7688666, + "Albumin_Level": 3.813621223, + "Alkaline_Phosphatase_Level": 72.36531276, + "Alanine_Aminotransferase_Level": 39.15043492, + "Aspartate_Aminotransferase_Level": 28.07162403, + "Creatinine_Level": 1.314704325, + "LDH_Level": 106.9241363, + "Calcium_Level": 9.831783806, + "Phosphorus_Level": 3.595613035, + "Glucose_Level": 137.9729668, + "Potassium_Level": 4.289617511, + "Sodium_Level": 140.0570761, + "Smoking_Pack_Years": 77.15165979 + }, + { 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.61323853, + "White_Blood_Cell_Count": 7.354464867, + "Platelet_Count": 273.2386046, + "Albumin_Level": 3.910786688, + "Alkaline_Phosphatase_Level": 56.29768034, + "Alanine_Aminotransferase_Level": 20.83904566, + "Aspartate_Aminotransferase_Level": 18.55416108, + "Creatinine_Level": 1.477927254, + "LDH_Level": 115.4889777, + "Calcium_Level": 9.526431864, + "Phosphorus_Level": 4.807830106, + "Glucose_Level": 81.87317798, + "Potassium_Level": 4.469569985, + "Sodium_Level": 144.8275371, + "Smoking_Pack_Years": 61.03648702 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.56591237, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.88537815, + "White_Blood_Cell_Count": 5.953932827, + "Platelet_Count": 379.1806598, + "Albumin_Level": 3.266740734, + "Alkaline_Phosphatase_Level": 96.39525538, + "Alanine_Aminotransferase_Level": 39.58998891, + "Aspartate_Aminotransferase_Level": 20.22255761, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.96450284, + "White_Blood_Cell_Count": 4.153167589, + "Platelet_Count": 307.4190592, + "Albumin_Level": 3.029089697, + "Alkaline_Phosphatase_Level": 116.6970511, + "Alanine_Aminotransferase_Level": 24.32727069, + "Aspartate_Aminotransferase_Level": 21.63129448, + "Creatinine_Level": 0.942829996, + "LDH_Level": 162.4751661, + "Calcium_Level": 9.429487366, + "Phosphorus_Level": 4.998281355, + "Glucose_Level": 121.7404388, + "Potassium_Level": 3.614427942, + "Sodium_Level": 144.4907256, + "Smoking_Pack_Years": 17.14829769 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.62065204, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 26.1964124, + "Creatinine_Level": 1.32547704, + "LDH_Level": 114.1314705, + "Calcium_Level": 9.552914642, + "Phosphorus_Level": 2.915490564, + "Glucose_Level": 126.8763456, + "Potassium_Level": 4.932632362, + "Sodium_Level": 140.2747542, + "Smoking_Pack_Years": 70.96102858 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.63924984, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.52553431, + "White_Blood_Cell_Count": 4.163330552, + "Platelet_Count": 333.2295048, + "Albumin_Level": 3.778986865, + "Alkaline_Phosphatase_Level": 102.2862323, + "Alanine_Aminotransferase_Level": 28.75689928, + "Aspartate_Aminotransferase_Level": 14.99324309, + "Creatinine_Level": 0.598046269, + "LDH_Level": 133.8308249, + "Calcium_Level": 8.465503761, + "Phosphorus_Level": 2.745849174, + "Glucose_Level": 102.3283071, + "Potassium_Level": 3.936184486, + "Sodium_Level": 138.4080726, + "Smoking_Pack_Years": 21.58364202 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.71208341, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.82823603, + "White_Blood_Cell_Count": 7.243518359, + "Platelet_Count": 240.677833, + "Albumin_Level": 3.613480997, + "Alkaline_Phosphatase_Level": 82.84448857, + "Alanine_Aminotransferase_Level": 26.50779286, + "Aspartate_Aminotransferase_Level": 22.684777, + "Creatinine_Level": 1.292819683, + "LDH_Level": 205.3251427, + "Calcium_Level": 8.092098162, + "Phosphorus_Level": 3.662290909, + "Glucose_Level": 140.2692652, + "Potassium_Level": 4.454182154, + "Sodium_Level": 135.6554271, + "Smoking_Pack_Years": 82.445426 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.77884821, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.14337886, + "White_Blood_Cell_Count": 9.956666962, + "Platelet_Count": 194.6741211, + "Albumin_Level": 4.106053224, + "Alkaline_Phosphatase_Level": 113.4617191, + "Alanine_Aminotransferase_Level": 36.02200733, + "Aspartate_Aminotransferase_Level": 35.84103468, + "Creatinine_Level": 0.648540548, + "LDH_Level": 105.9911849, + "Calcium_Level": 10.18623328, + "Phosphorus_Level": 2.574305054, + "Glucose_Level": 131.3956112, + "Potassium_Level": 4.705529265, + "Sodium_Level": 135.4404865, + "Smoking_Pack_Years": 93.07158969 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.08942059, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.38003984, + "White_Blood_Cell_Count": 4.799881662, + "Platelet_Count": 163.1019624, + "Albumin_Level": 4.788691259, + "Alkaline_Phosphatase_Level": 113.308892, + "Alanine_Aminotransferase_Level": 9.027784275, + "Aspartate_Aminotransferase_Level": 30.55837876, + "Creatinine_Level": 0.842315847, + "LDH_Level": 102.7177469, + "Calcium_Level": 8.51415643, + "Phosphorus_Level": 4.90863055, + "Glucose_Level": 73.8781845, + "Potassium_Level": 3.923497702, + "Sodium_Level": 138.0820842, + "Smoking_Pack_Years": 52.2927569 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.99084769, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.33797617, + "White_Blood_Cell_Count": 9.018787646, + "Platelet_Count": 296.3676944, + "Albumin_Level": 3.617110373, + "Alkaline_Phosphatase_Level": 31.42790483, + "Alanine_Aminotransferase_Level": 35.31087661, + "Aspartate_Aminotransferase_Level": 20.27411357, + "Creatinine_Level": 1.124834552, + "LDH_Level": 102.3638614, + "Calcium_Level": 9.194108051, + "Phosphorus_Level": 2.920888823, + "Glucose_Level": 74.82882016, + "Potassium_Level": 3.687228488, + "Sodium_Level": 137.9794356, + "Smoking_Pack_Years": 64.6786618 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.16139245, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.70958375, + "White_Blood_Cell_Count": 7.743485455, + "Platelet_Count": 447.9212516, + "Albumin_Level": 4.748364514, + "Alkaline_Phosphatase_Level": 107.7038888, + "Alanine_Aminotransferase_Level": 8.432159709, + "Aspartate_Aminotransferase_Level": 36.99388073, + "Creatinine_Level": 1.334604831, + "LDH_Level": 114.5491344, + "Calcium_Level": 8.915930153, + "Phosphorus_Level": 4.394187349, + "Glucose_Level": 91.26192836, + "Potassium_Level": 4.494673355, + "Sodium_Level": 139.8921695, + "Smoking_Pack_Years": 22.96983696 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.63653473, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.87202373, + "White_Blood_Cell_Count": 7.39399183, + "Platelet_Count": 251.7551838, + "Albumin_Level": 4.631436679, + "Alkaline_Phosphatase_Level": 100.23083, + "Alanine_Aminotransferase_Level": 37.02518193, + "Aspartate_Aminotransferase_Level": 17.40076192, + "Creatinine_Level": 0.556211506, + "LDH_Level": 125.1680713, + "Calcium_Level": 9.645692895, + "Phosphorus_Level": 3.126786592, + "Glucose_Level": 85.03577539, + "Potassium_Level": 3.795716762, + "Sodium_Level": 142.7251186, + "Smoking_Pack_Years": 82.42190851 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.87850071, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.2041088, + "White_Blood_Cell_Count": 8.233119531, + "Platelet_Count": 437.7105924, + "Albumin_Level": 4.116121955, + "Alkaline_Phosphatase_Level": 71.35650657, + "Alanine_Aminotransferase_Level": 23.71196362, + "Aspartate_Aminotransferase_Level": 43.2079007, + "Creatinine_Level": 0.542738566, + "LDH_Level": 138.0697367, + "Calcium_Level": 8.676834195, + "Phosphorus_Level": 4.692025872, + "Glucose_Level": 128.1462031, + "Potassium_Level": 4.319640544, + "Sodium_Level": 139.8354879, + "Smoking_Pack_Years": 14.07557366 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.41802301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.45926996, + "White_Blood_Cell_Count": 5.254395887, + "Platelet_Count": 366.5214416, + "Albumin_Level": 3.069911147, + "Alkaline_Phosphatase_Level": 95.42312216, + "Alanine_Aminotransferase_Level": 39.18216505, + "Aspartate_Aminotransferase_Level": 11.63738854, + "Creatinine_Level": 1.262704846, + "LDH_Level": 207.7508863, + "Calcium_Level": 8.101817515, + "Phosphorus_Level": 2.725449994, + "Glucose_Level": 104.6171279, + "Potassium_Level": 3.747923058, + "Sodium_Level": 143.5421444, + "Smoking_Pack_Years": 73.02407852 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.14931892, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.96563297, + "White_Blood_Cell_Count": 6.271454212, + "Platelet_Count": 297.0243965, + "Albumin_Level": 3.50094682, + "Alkaline_Phosphatase_Level": 57.22681159, + "Alanine_Aminotransferase_Level": 18.30954832, + "Aspartate_Aminotransferase_Level": 40.25788272, + "Creatinine_Level": 1.0462115, + "LDH_Level": 237.3959648, + "Calcium_Level": 9.676517315, + "Phosphorus_Level": 4.030957444, + "Glucose_Level": 107.2666706, + "Potassium_Level": 3.587545252, + "Sodium_Level": 144.542153, + "Smoking_Pack_Years": 84.87035176 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.75271235, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.20045166, + "White_Blood_Cell_Count": 4.583928042, + "Platelet_Count": 269.5787151, + "Albumin_Level": 4.861431461, + "Alkaline_Phosphatase_Level": 100.1469376, + "Alanine_Aminotransferase_Level": 8.578895939, + "Aspartate_Aminotransferase_Level": 11.69125804, + "Creatinine_Level": 0.689705302, + "LDH_Level": 168.3689099, + "Calcium_Level": 8.707636994, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 91.63188152, + "Alanine_Aminotransferase_Level": 31.91437569, + "Aspartate_Aminotransferase_Level": 39.74384106, + "Creatinine_Level": 0.720238344, + "LDH_Level": 160.8553937, + "Calcium_Level": 8.719035696, + "Phosphorus_Level": 3.635372125, + "Glucose_Level": 141.5503961, + "Potassium_Level": 4.032977339, + "Sodium_Level": 142.6850179, + "Smoking_Pack_Years": 40.12869476 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.0057339, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.10336592, + "White_Blood_Cell_Count": 3.670192711, + "Platelet_Count": 413.2006308, + "Albumin_Level": 4.211874161, + "Alkaline_Phosphatase_Level": 63.16427698, + "Alanine_Aminotransferase_Level": 14.28985681, + "Aspartate_Aminotransferase_Level": 26.73977454, + "Creatinine_Level": 0.678121596, + "LDH_Level": 166.5949397, + "Calcium_Level": 9.105166937, + "Phosphorus_Level": 2.759253747, + "Glucose_Level": 144.3428966, + "Potassium_Level": 4.504906111, + "Sodium_Level": 135.9335773, + "Smoking_Pack_Years": 18.97702195 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.63132204, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.40940713, + "White_Blood_Cell_Count": 9.683482036, + "Platelet_Count": 184.7183186, + "Albumin_Level": 4.842931569, + "Alkaline_Phosphatase_Level": 71.33966604, + "Alanine_Aminotransferase_Level": 31.48580196, + "Aspartate_Aminotransferase_Level": 43.20043407, + "Creatinine_Level": 0.586834796, + "LDH_Level": 139.557402, + "Calcium_Level": 10.28188791, + "Phosphorus_Level": 2.612242048, + "Glucose_Level": 106.7748987, + "Potassium_Level": 4.754509733, + "Sodium_Level": 139.1446103, + "Smoking_Pack_Years": 76.07648874 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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10.27793883, + "Phosphorus_Level": 2.649153991, + "Glucose_Level": 76.85963713, + "Potassium_Level": 4.160977768, + "Sodium_Level": 143.6798217, + "Smoking_Pack_Years": 24.14379884 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.37303015, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.4153523, + "White_Blood_Cell_Count": 4.695506535, + "Platelet_Count": 403.9292784, + "Albumin_Level": 4.290601833, + "Alkaline_Phosphatase_Level": 66.5944998, + "Alanine_Aminotransferase_Level": 12.24926137, + "Aspartate_Aminotransferase_Level": 41.57356311, + "Creatinine_Level": 1.490702257, + "LDH_Level": 130.1441299, + "Calcium_Level": 10.42782351, + "Phosphorus_Level": 4.12758244, + "Glucose_Level": 112.1548016, + "Potassium_Level": 3.762147777, + "Sodium_Level": 137.488312, + "Smoking_Pack_Years": 83.60866905 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.51414744, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.92906946, + "White_Blood_Cell_Count": 6.765495941, + "Platelet_Count": 405.5030557, + "Albumin_Level": 4.339170547, + "Alkaline_Phosphatase_Level": 33.00962198, + "Alanine_Aminotransferase_Level": 8.810004356, + "Aspartate_Aminotransferase_Level": 37.43775665, + "Creatinine_Level": 0.52996141, + "LDH_Level": 211.2934747, + "Calcium_Level": 8.502482725, + "Phosphorus_Level": 2.979897438, + "Glucose_Level": 145.2881987, + "Potassium_Level": 3.921024601, + "Sodium_Level": 143.742912, + "Smoking_Pack_Years": 54.96254611 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.4280521, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.48167109, + "White_Blood_Cell_Count": 4.637962726, + "Platelet_Count": 285.5393106, + "Albumin_Level": 3.051690624, + "Alkaline_Phosphatase_Level": 48.07551536, + "Alanine_Aminotransferase_Level": 28.90927149, + "Aspartate_Aminotransferase_Level": 18.34755492, + "Creatinine_Level": 1.302587444, + "LDH_Level": 155.6099457, + "Calcium_Level": 10.40196084, + "Phosphorus_Level": 3.513410933, + "Glucose_Level": 133.6308315, + "Potassium_Level": 3.64530211, + "Sodium_Level": 137.2038628, + "Smoking_Pack_Years": 47.16869858 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.33575314, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.68847011, + "White_Blood_Cell_Count": 5.650393617, + "Platelet_Count": 315.8675827, + "Albumin_Level": 4.107986318, + "Alkaline_Phosphatase_Level": 47.75464405, + "Alanine_Aminotransferase_Level": 22.33644735, + "Aspartate_Aminotransferase_Level": 37.1388266, + "Creatinine_Level": 0.981611909, + "LDH_Level": 114.9659655, + "Calcium_Level": 10.01522872, + "Phosphorus_Level": 4.100595968, + "Glucose_Level": 148.3629501, + "Potassium_Level": 3.8018118, + "Sodium_Level": 142.5143782, + "Smoking_Pack_Years": 20.88939246 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.32374524, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.68465182, + "White_Blood_Cell_Count": 8.195905463, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.680331, + "White_Blood_Cell_Count": 5.680824018, + "Platelet_Count": 429.7657364, + "Albumin_Level": 3.13954989, + "Alkaline_Phosphatase_Level": 37.13811822, + "Alanine_Aminotransferase_Level": 10.98497433, + "Aspartate_Aminotransferase_Level": 16.20055689, + "Creatinine_Level": 1.242689807, + "LDH_Level": 131.5756783, + "Calcium_Level": 9.024748535, + "Phosphorus_Level": 3.995858526, + "Glucose_Level": 94.46129511, + "Potassium_Level": 4.436177327, + "Sodium_Level": 142.8406775, + "Smoking_Pack_Years": 45.69757942 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.08690923, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.2424797, + "White_Blood_Cell_Count": 6.787097692, + "Platelet_Count": 304.9986277, + "Albumin_Level": 4.838088783, + "Alkaline_Phosphatase_Level": 62.31950898, + "Alanine_Aminotransferase_Level": 16.05039463, + "Aspartate_Aminotransferase_Level": 26.28410564, + "Creatinine_Level": 0.981026811, + "LDH_Level": 107.3011743, + "Calcium_Level": 8.305295707, + "Phosphorus_Level": 4.824994879, + "Glucose_Level": 78.36853733, + "Potassium_Level": 4.956371882, + "Sodium_Level": 136.8150462, + "Smoking_Pack_Years": 33.95423657 + }, + { + "Age": 62, + "Gender": "Male", 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233.9060608, + "Calcium_Level": 8.936014798, + "Phosphorus_Level": 3.31436463, + "Glucose_Level": 128.7309297, + "Potassium_Level": 4.950237067, + "Sodium_Level": 141.0900746, + "Smoking_Pack_Years": 4.734588163 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.05254753, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.43027522, + "White_Blood_Cell_Count": 6.750604384, + 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"No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.37638328, + "White_Blood_Cell_Count": 5.076621115, + "Platelet_Count": 423.1206763, + "Albumin_Level": 4.956458401, + "Alkaline_Phosphatase_Level": 86.78959023, + "Alanine_Aminotransferase_Level": 21.72078972, + "Aspartate_Aminotransferase_Level": 25.21780157, + "Creatinine_Level": 1.396738765, + "LDH_Level": 115.3001484, + "Calcium_Level": 8.220144024, + "Phosphorus_Level": 3.715684527, + "Glucose_Level": 126.5339428, + "Potassium_Level": 4.74067179, + "Sodium_Level": 141.2025809, + "Smoking_Pack_Years": 68.16538677 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.15114208, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.42454125, + "White_Blood_Cell_Count": 7.864621095, + "Platelet_Count": 219.1615043, + "Albumin_Level": 3.165700056, + "Alkaline_Phosphatase_Level": 113.091306, + "Alanine_Aminotransferase_Level": 31.04714634, + "Aspartate_Aminotransferase_Level": 43.51833776, + "Creatinine_Level": 1.227161384, + "LDH_Level": 160.5976594, + "Calcium_Level": 10.32025899, + "Phosphorus_Level": 3.278233049, + "Glucose_Level": 96.33253965, + "Potassium_Level": 4.254796416, + "Sodium_Level": 141.3337369, + "Smoking_Pack_Years": 11.84798566 + }, + { + "Age": 73, + "Gender": "Male", 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132.3971746, + "Calcium_Level": 10.42257294, + "Phosphorus_Level": 4.478771531, + "Glucose_Level": 87.16202413, + "Potassium_Level": 4.004519895, + "Sodium_Level": 136.6060993, + "Smoking_Pack_Years": 88.73557676 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.5320104, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.94713369, + "White_Blood_Cell_Count": 6.831838952, + "Platelet_Count": 238.7987251, + "Albumin_Level": 4.64462752, + "Alkaline_Phosphatase_Level": 97.97338563, + "Alanine_Aminotransferase_Level": 9.441153962, + "Aspartate_Aminotransferase_Level": 16.14446709, + "Creatinine_Level": 0.760713856, + "LDH_Level": 227.3376095, + "Calcium_Level": 8.307393841, + "Phosphorus_Level": 4.373395295, + "Glucose_Level": 110.9665897, + "Potassium_Level": 4.814381169, + "Sodium_Level": 141.2035436, + "Smoking_Pack_Years": 10.20871727 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.46530403, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.21727638, + "White_Blood_Cell_Count": 5.885936108, + "Platelet_Count": 402.0528528, + "Albumin_Level": 3.743975857, + "Alkaline_Phosphatase_Level": 62.20868379, + "Alanine_Aminotransferase_Level": 5.154664674, + "Aspartate_Aminotransferase_Level": 35.88475556, + "Creatinine_Level": 1.061062643, + "LDH_Level": 172.2018674, + "Calcium_Level": 9.893202252, + "Phosphorus_Level": 3.984004509, + "Glucose_Level": 72.25859698, + "Potassium_Level": 3.554441451, + "Sodium_Level": 142.3336933, + "Smoking_Pack_Years": 16.74817148 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.24811559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.85629112, + "White_Blood_Cell_Count": 5.379158503, + "Platelet_Count": 283.7497409, + "Albumin_Level": 4.381136256, + "Alkaline_Phosphatase_Level": 64.13207485, + "Alanine_Aminotransferase_Level": 16.27056536, + "Aspartate_Aminotransferase_Level": 18.64977437, + "Creatinine_Level": 1.035077023, + "LDH_Level": 224.9210225, + "Calcium_Level": 8.676435321, + "Phosphorus_Level": 3.798901498, + "Glucose_Level": 98.51406989, + "Potassium_Level": 3.639848985, + "Sodium_Level": 138.7750721, + "Smoking_Pack_Years": 78.75536481 + }, + { 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0.91593859, + "LDH_Level": 131.2286441, + "Calcium_Level": 8.029342513, + "Phosphorus_Level": 3.80367938, + "Glucose_Level": 143.6879961, + "Potassium_Level": 4.038098474, + "Sodium_Level": 140.6254749, + "Smoking_Pack_Years": 29.34138369 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.86094693, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.04577988, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.99155754, + "White_Blood_Cell_Count": 5.981250029, + "Platelet_Count": 216.138878, + "Albumin_Level": 3.081196865, + "Alkaline_Phosphatase_Level": 86.97127286, + "Alanine_Aminotransferase_Level": 26.71042234, + "Aspartate_Aminotransferase_Level": 28.9626072, + "Creatinine_Level": 0.930286344, + "LDH_Level": 171.5431035, + "Calcium_Level": 8.464871982, + "Phosphorus_Level": 3.8700586, + "Glucose_Level": 93.282655, + "Potassium_Level": 3.63023858, + "Sodium_Level": 144.3870926, + "Smoking_Pack_Years": 34.25652619 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.44083116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.87047162, + "White_Blood_Cell_Count": 5.717647875, + "Platelet_Count": 284.9849913, + "Albumin_Level": 4.564235061, + "Alkaline_Phosphatase_Level": 80.86324436, + "Alanine_Aminotransferase_Level": 27.7362763, + "Aspartate_Aminotransferase_Level": 33.28298962, + "Creatinine_Level": 1.239881757, + "LDH_Level": 241.1630132, + "Calcium_Level": 9.197049696, + "Phosphorus_Level": 2.59584338, + "Glucose_Level": 133.0133952, + "Potassium_Level": 3.705714841, + "Sodium_Level": 140.0411447, + "Smoking_Pack_Years": 97.1159284 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.45311725, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.93422289, + "White_Blood_Cell_Count": 5.997927229, + "Platelet_Count": 155.5709858, + "Albumin_Level": 3.406669761, + "Alkaline_Phosphatase_Level": 105.3922643, + "Alanine_Aminotransferase_Level": 38.10122125, + "Aspartate_Aminotransferase_Level": 44.47748684, + "Creatinine_Level": 0.903352247, + "LDH_Level": 200.7451379, + "Calcium_Level": 10.44174782, + "Phosphorus_Level": 3.336587257, + "Glucose_Level": 81.26088509, + "Potassium_Level": 4.601621448, + "Sodium_Level": 137.0670628, + "Smoking_Pack_Years": 19.76742576 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.14625816, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.79003202, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.80563477, + "White_Blood_Cell_Count": 5.102895675, + "Platelet_Count": 250.6168482, + "Albumin_Level": 4.966465016, + "Alkaline_Phosphatase_Level": 75.09084997, + "Alanine_Aminotransferase_Level": 17.47817607, + "Aspartate_Aminotransferase_Level": 42.21738565, + "Creatinine_Level": 1.067907773, + "LDH_Level": 105.0041466, + "Calcium_Level": 8.089719815, + "Phosphorus_Level": 4.052517651, + "Glucose_Level": 72.11632567, + "Potassium_Level": 4.443209585, + "Sodium_Level": 136.3285462, + "Smoking_Pack_Years": 20.17550685 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.24680818, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.54215778, + "White_Blood_Cell_Count": 9.046414926, + "Platelet_Count": 378.2952779, + "Albumin_Level": 4.087771225, + "Alkaline_Phosphatase_Level": 43.11115724, + "Alanine_Aminotransferase_Level": 29.14955489, + "Aspartate_Aminotransferase_Level": 30.29529565, + "Creatinine_Level": 0.598238576, + "LDH_Level": 216.1258429, + "Calcium_Level": 9.81992689, + "Phosphorus_Level": 3.92763695, + "Glucose_Level": 86.12999017, + "Potassium_Level": 4.640261952, + "Sodium_Level": 140.6346969, + "Smoking_Pack_Years": 77.8513007 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.18075675, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.69198875, + "White_Blood_Cell_Count": 8.480688351, + "Platelet_Count": 324.298637, + "Albumin_Level": 4.142467135, + "Alkaline_Phosphatase_Level": 110.5423643, + "Alanine_Aminotransferase_Level": 13.03750703, + "Aspartate_Aminotransferase_Level": 15.9707301, + "Creatinine_Level": 1.417609336, + "LDH_Level": 124.8813928, + "Calcium_Level": 10.02836062, + "Phosphorus_Level": 4.522457707, + "Glucose_Level": 87.53585822, + "Potassium_Level": 3.918155201, + "Sodium_Level": 141.7514686, + "Smoking_Pack_Years": 63.15607957 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.19724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.31714749, + "White_Blood_Cell_Count": 4.502348707, + "Platelet_Count": 192.1013207, + "Albumin_Level": 3.259081634, + "Alkaline_Phosphatase_Level": 77.09215849, + "Alanine_Aminotransferase_Level": 16.40203992, + "Aspartate_Aminotransferase_Level": 21.21662799, + "Creatinine_Level": 1.449940726, + "LDH_Level": 211.6134358, + "Calcium_Level": 10.43722888, + "Phosphorus_Level": 3.164744585, + "Glucose_Level": 86.5521323, + "Potassium_Level": 4.773840278, + "Sodium_Level": 139.6271508, + "Smoking_Pack_Years": 62.75990127 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.16615596, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Aspartate_Aminotransferase_Level": 28.17000169, + "Creatinine_Level": 1.024252491, + "LDH_Level": 206.8209479, + "Calcium_Level": 8.291128159, + "Phosphorus_Level": 4.043970134, + "Glucose_Level": 88.57167612, + "Potassium_Level": 4.381551555, + "Sodium_Level": 142.5102344, + "Smoking_Pack_Years": 22.36589401 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.60962982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + 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"No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.18993531, + "White_Blood_Cell_Count": 6.337829654, + "Platelet_Count": 297.5030068, + "Albumin_Level": 4.196102131, + "Alkaline_Phosphatase_Level": 79.45153739, + "Alanine_Aminotransferase_Level": 17.59839042, + "Aspartate_Aminotransferase_Level": 14.03307507, + "Creatinine_Level": 0.975482941, + "LDH_Level": 140.4783867, + "Calcium_Level": 9.320990766, + "Phosphorus_Level": 4.969685248, + "Glucose_Level": 138.2491337, + "Potassium_Level": 4.103569726, + "Sodium_Level": 135.3952043, + "Smoking_Pack_Years": 3.124654678 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.99215476, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 6.825938877, + "Aspartate_Aminotransferase_Level": 40.91569446, + "Creatinine_Level": 1.291665938, + "LDH_Level": 230.7124424, + "Calcium_Level": 8.519749955, + "Phosphorus_Level": 4.429962937, + "Glucose_Level": 73.96184419, + "Potassium_Level": 4.952733015, + "Sodium_Level": 144.9800258, + "Smoking_Pack_Years": 17.14203437 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.43121684, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.76705829, + "White_Blood_Cell_Count": 7.773613507, + "Platelet_Count": 429.121167, + "Albumin_Level": 3.371689875, + "Alkaline_Phosphatase_Level": 102.8846985, + "Alanine_Aminotransferase_Level": 11.75009812, + "Aspartate_Aminotransferase_Level": 16.26961332, + "Creatinine_Level": 0.662556351, + "LDH_Level": 208.5574917, + "Calcium_Level": 8.87174629, + "Phosphorus_Level": 3.009961023, + "Glucose_Level": 129.3735691, + "Potassium_Level": 4.457078015, + "Sodium_Level": 141.2069687, + "Smoking_Pack_Years": 68.76372823 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.1687748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.78121135, + "White_Blood_Cell_Count": 9.452354751, + "Platelet_Count": 424.4376602, + "Albumin_Level": 4.94724286, + "Alkaline_Phosphatase_Level": 85.31398166, + "Alanine_Aminotransferase_Level": 9.147194472, + "Aspartate_Aminotransferase_Level": 24.93098956, + "Creatinine_Level": 1.421945889, + "LDH_Level": 129.5488261, + "Calcium_Level": 10.27321946, + "Phosphorus_Level": 4.8085409, + "Glucose_Level": 77.15613327, + "Potassium_Level": 4.921231803, + "Sodium_Level": 144.530488, + "Smoking_Pack_Years": 15.93983259 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.03841442, + "Tumor_Location": 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130.4370579, + "Potassium_Level": 4.870306383, + "Sodium_Level": 138.1712278, + "Smoking_Pack_Years": 36.38165183 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.69218424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.38642455, + "White_Blood_Cell_Count": 6.215783922, + "Platelet_Count": 217.8318926, + "Albumin_Level": 3.88648883, + "Alkaline_Phosphatase_Level": 104.8431223, 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"Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.88735842, + "White_Blood_Cell_Count": 3.925094484, + "Platelet_Count": 202.2000798, + "Albumin_Level": 4.737034774, + "Alkaline_Phosphatase_Level": 117.9000951, + "Alanine_Aminotransferase_Level": 26.39181925, + "Aspartate_Aminotransferase_Level": 24.96785846, + "Creatinine_Level": 0.602255748, + "LDH_Level": 218.8051953, + "Calcium_Level": 9.992149319, + "Phosphorus_Level": 4.169715289, + "Glucose_Level": 113.7139222, + "Potassium_Level": 4.674729945, + "Sodium_Level": 143.0121, + "Smoking_Pack_Years": 91.96776884 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.58374699, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.22127437, + "White_Blood_Cell_Count": 3.901316393, + "Platelet_Count": 417.4471596, + "Albumin_Level": 4.635647675, + "Alkaline_Phosphatase_Level": 91.63725801, + "Alanine_Aminotransferase_Level": 10.78982364, + "Aspartate_Aminotransferase_Level": 13.63664369, + "Creatinine_Level": 1.267282508, + "LDH_Level": 200.3614443, + "Calcium_Level": 9.784992113, + "Phosphorus_Level": 3.405157929, + "Glucose_Level": 99.94750178, + "Potassium_Level": 3.699442101, + "Sodium_Level": 144.2432651, + "Smoking_Pack_Years": 62.20029485 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.08218551, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.63460604, + "White_Blood_Cell_Count": 6.571418228, + "Platelet_Count": 407.3546159, + "Albumin_Level": 3.081152223, + "Alkaline_Phosphatase_Level": 96.63735871, + "Alanine_Aminotransferase_Level": 14.42626526, + "Aspartate_Aminotransferase_Level": 33.83187372, + "Creatinine_Level": 1.038601695, + "LDH_Level": 240.6892663, + "Calcium_Level": 8.353181353, + "Phosphorus_Level": 3.658903088, + "Glucose_Level": 144.5129101, + "Potassium_Level": 3.930810143, + "Sodium_Level": 138.0917933, + "Smoking_Pack_Years": 89.72796321 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.31612446, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.19871173, + "White_Blood_Cell_Count": 3.505483616, + "Platelet_Count": 349.4655949, + "Albumin_Level": 4.192706705, + "Alkaline_Phosphatase_Level": 33.89769808, + "Alanine_Aminotransferase_Level": 20.13825519, + "Aspartate_Aminotransferase_Level": 10.84688417, + "Creatinine_Level": 0.68202021, + "LDH_Level": 223.7625796, + "Calcium_Level": 10.21208566, 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10.46988157, + "Phosphorus_Level": 4.491802122, + "Glucose_Level": 101.154704, + "Potassium_Level": 3.685730698, + "Sodium_Level": 138.4331774, + "Smoking_Pack_Years": 27.87500224 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.15833688, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.7759807, + "White_Blood_Cell_Count": 9.681579669, + "Platelet_Count": 311.845681, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.24898778, + "White_Blood_Cell_Count": 3.985274161, + "Platelet_Count": 442.0770294, + "Albumin_Level": 4.637781898, + "Alkaline_Phosphatase_Level": 49.41646635, + "Alanine_Aminotransferase_Level": 20.11129839, + "Aspartate_Aminotransferase_Level": 16.87445162, + "Creatinine_Level": 1.203299795, + "LDH_Level": 206.7677053, + "Calcium_Level": 8.215185931, + "Phosphorus_Level": 2.85228148, + "Glucose_Level": 85.50147887, + "Potassium_Level": 4.876158819, + "Sodium_Level": 137.5015123, + "Smoking_Pack_Years": 81.96568291 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.61556524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.19485815, + "White_Blood_Cell_Count": 3.852064994, + "Platelet_Count": 219.3136415, + "Albumin_Level": 4.418960875, + "Alkaline_Phosphatase_Level": 40.34168651, + "Alanine_Aminotransferase_Level": 9.058806628, + "Aspartate_Aminotransferase_Level": 27.66665325, + "Creatinine_Level": 0.918221009, + "LDH_Level": 218.5429545, + "Calcium_Level": 8.750509385, + "Phosphorus_Level": 4.10730388, + "Glucose_Level": 132.4570469, + "Potassium_Level": 4.426643047, + "Sodium_Level": 144.2273354, + "Smoking_Pack_Years": 53.95909824 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.08160733, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.08036756, + "White_Blood_Cell_Count": 6.864744037, + "Platelet_Count": 266.6141198, + "Albumin_Level": 4.587098362, + "Alkaline_Phosphatase_Level": 79.35905846, + "Alanine_Aminotransferase_Level": 16.04290861, + "Aspartate_Aminotransferase_Level": 15.23506709, + "Creatinine_Level": 0.532256462, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.82479523, + "White_Blood_Cell_Count": 3.776884536, + "Platelet_Count": 200.7277318, + "Albumin_Level": 3.065662718, + "Alkaline_Phosphatase_Level": 115.0464794, + "Alanine_Aminotransferase_Level": 10.72499172, + "Aspartate_Aminotransferase_Level": 21.78119676, + "Creatinine_Level": 1.140273001, + "LDH_Level": 218.4008754, + "Calcium_Level": 8.306793015, + "Phosphorus_Level": 4.986277969, + "Glucose_Level": 96.20635945, + "Potassium_Level": 3.960484222, + "Sodium_Level": 137.0537233, + "Smoking_Pack_Years": 18.99059433 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.46021193, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": 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"Creatinine_Level": 1.028568029, + "LDH_Level": 164.3793481, + "Calcium_Level": 9.796925165, + "Phosphorus_Level": 4.05503593, + "Glucose_Level": 92.95541965, + "Potassium_Level": 3.861606386, + "Sodium_Level": 139.6703131, + "Smoking_Pack_Years": 82.91302893 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.51180323, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.3986401, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.50853459, + "White_Blood_Cell_Count": 5.364843193, + "Platelet_Count": 412.6781662, + "Albumin_Level": 3.489775308, + "Alkaline_Phosphatase_Level": 53.98721353, + "Alanine_Aminotransferase_Level": 37.98971943, + "Aspartate_Aminotransferase_Level": 37.711159, + "Creatinine_Level": 1.49740863, + "LDH_Level": 155.7965707, + "Calcium_Level": 8.983115509, + "Phosphorus_Level": 3.912143516, + "Glucose_Level": 136.1448141, + "Potassium_Level": 4.73636889, + "Sodium_Level": 140.3308077, + "Smoking_Pack_Years": 84.68580535 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.55797672, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.18295761, + "White_Blood_Cell_Count": 4.008310138, + "Platelet_Count": 380.8749835, + "Albumin_Level": 3.939027552, + "Alkaline_Phosphatase_Level": 54.93707015, + "Alanine_Aminotransferase_Level": 16.25216547, + "Aspartate_Aminotransferase_Level": 43.7828408, + "Creatinine_Level": 0.502206809, + "LDH_Level": 197.4587977, + "Calcium_Level": 9.371274203, + "Phosphorus_Level": 2.85554534, + "Glucose_Level": 86.6791569, + "Potassium_Level": 4.122693831, + "Sodium_Level": 138.9680557, + "Smoking_Pack_Years": 78.82066464 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.46541738, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.45202065, + "White_Blood_Cell_Count": 9.208011514, + "Platelet_Count": 180.9861106, + "Albumin_Level": 3.796423714, + "Alkaline_Phosphatase_Level": 93.5775725, + "Alanine_Aminotransferase_Level": 5.643928372, + "Aspartate_Aminotransferase_Level": 40.04541494, + "Creatinine_Level": 0.777803603, + "LDH_Level": 163.4005759, + "Calcium_Level": 9.614047134, + "Phosphorus_Level": 4.534060628, + "Glucose_Level": 124.1697072, + "Potassium_Level": 4.434362675, + "Sodium_Level": 141.3927644, + "Smoking_Pack_Years": 84.58869189 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.9785534, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.18546867, + "White_Blood_Cell_Count": 5.734666877, + "Platelet_Count": 327.2733699, + "Albumin_Level": 4.588709101, + "Alkaline_Phosphatase_Level": 56.51327031, + "Alanine_Aminotransferase_Level": 28.54123555, + "Aspartate_Aminotransferase_Level": 20.53763938, + "Creatinine_Level": 0.576602749, + "LDH_Level": 226.5175313, + "Calcium_Level": 8.109583367, + "Phosphorus_Level": 4.130357205, + "Glucose_Level": 107.7586239, + "Potassium_Level": 4.44826482, + "Sodium_Level": 136.5915699, + "Smoking_Pack_Years": 92.79322136 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.41893371, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.10202363, + "White_Blood_Cell_Count": 6.46803871, + "Platelet_Count": 321.4542834, + "Albumin_Level": 3.949743393, + "Alkaline_Phosphatase_Level": 30.30817305, + "Alanine_Aminotransferase_Level": 24.31544361, + "Aspartate_Aminotransferase_Level": 40.11910426, + "Creatinine_Level": 1.145136157, + "LDH_Level": 112.4648755, + "Calcium_Level": 10.45098071, + "Phosphorus_Level": 3.349804261, + "Glucose_Level": 79.78516877, + "Potassium_Level": 4.433802081, + "Sodium_Level": 135.1089536, + "Smoking_Pack_Years": 23.40946735 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.98071695, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.66779931, + "White_Blood_Cell_Count": 6.419066761, + "Platelet_Count": 195.371897, + "Albumin_Level": 3.456741541, + "Alkaline_Phosphatase_Level": 43.93857957, + "Alanine_Aminotransferase_Level": 15.89450508, + "Aspartate_Aminotransferase_Level": 25.24676898, + "Creatinine_Level": 1.048548098, + "LDH_Level": 234.4627269, + "Calcium_Level": 8.637393809, + "Phosphorus_Level": 2.682648511, + "Glucose_Level": 116.6118717, + "Potassium_Level": 4.374522386, + "Sodium_Level": 141.3807836, + "Smoking_Pack_Years": 23.45199522 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.68628667, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.0116102, + "White_Blood_Cell_Count": 3.793052952, + "Platelet_Count": 319.2193553, + "Albumin_Level": 4.039834108, + "Alkaline_Phosphatase_Level": 95.3714601, + "Alanine_Aminotransferase_Level": 30.90151435, + "Aspartate_Aminotransferase_Level": 17.11268627, + "Creatinine_Level": 1.140110059, + "LDH_Level": 138.3631744, + "Calcium_Level": 8.224069333, + "Phosphorus_Level": 2.692100174, + "Glucose_Level": 116.2262722, + "Potassium_Level": 4.065255002, + "Sodium_Level": 137.2088091, + "Smoking_Pack_Years": 80.74131782 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.00667873, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.39801405, + "White_Blood_Cell_Count": 6.369920608, + "Platelet_Count": 339.3452549, + "Albumin_Level": 4.535001368, + "Alkaline_Phosphatase_Level": 31.45945378, + "Alanine_Aminotransferase_Level": 12.25085178, + "Aspartate_Aminotransferase_Level": 13.42394005, + "Creatinine_Level": 0.821102867, + "LDH_Level": 113.5296742, + "Calcium_Level": 9.537891949, + "Phosphorus_Level": 2.704203638, + "Glucose_Level": 99.15185523, + "Potassium_Level": 4.379072115, + "Sodium_Level": 139.378171, + "Smoking_Pack_Years": 60.02387816 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.821771, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.80007288, + "White_Blood_Cell_Count": 6.646047213, + "Platelet_Count": 247.1262575, + "Albumin_Level": 3.737063188, + "Alkaline_Phosphatase_Level": 45.14530198, + "Alanine_Aminotransferase_Level": 27.84915302, + "Aspartate_Aminotransferase_Level": 40.7893223, + "Creatinine_Level": 1.147777323, + "LDH_Level": 209.3565783, + "Calcium_Level": 9.602039709, + "Phosphorus_Level": 4.848036971, + "Glucose_Level": 140.3726737, + "Potassium_Level": 3.661382731, + "Sodium_Level": 136.3543555, + "Smoking_Pack_Years": 5.045989613 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.84838295, + "Tumor_Location": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.9063338, + "White_Blood_Cell_Count": 9.341250197, + "Platelet_Count": 227.3635727, + "Albumin_Level": 4.174563871, + "Alkaline_Phosphatase_Level": 116.4386919, + "Alanine_Aminotransferase_Level": 38.16954249, + "Aspartate_Aminotransferase_Level": 21.67143186, + "Creatinine_Level": 0.774793754, + "LDH_Level": 226.4337001, + "Calcium_Level": 9.714549993, + "Phosphorus_Level": 4.74545841, + 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96.38798324, + "Alanine_Aminotransferase_Level": 23.78839902, + "Aspartate_Aminotransferase_Level": 35.51811509, + "Creatinine_Level": 1.410206656, + "LDH_Level": 181.4731101, + "Calcium_Level": 10.25191602, + "Phosphorus_Level": 3.979594175, + "Glucose_Level": 116.5008627, + "Potassium_Level": 4.333931533, + "Sodium_Level": 140.817243, + "Smoking_Pack_Years": 36.03911931 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.75178131, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.23977416, + "White_Blood_Cell_Count": 6.915109347, + "Platelet_Count": 368.2451063, + "Albumin_Level": 4.745933018, + "Alkaline_Phosphatase_Level": 105.0870471, + "Alanine_Aminotransferase_Level": 32.40279915, + "Aspartate_Aminotransferase_Level": 35.65229179, + "Creatinine_Level": 0.682069622, + "LDH_Level": 108.4843237, + "Calcium_Level": 8.159582124, + "Phosphorus_Level": 4.356493278, + "Glucose_Level": 121.2442644, + "Potassium_Level": 4.161195263, + "Sodium_Level": 135.6735648, + "Smoking_Pack_Years": 60.75026421 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.86727036, + "White_Blood_Cell_Count": 4.33653713, + "Platelet_Count": 183.11119, + "Albumin_Level": 4.270863852, + "Alkaline_Phosphatase_Level": 87.3586323, + "Alanine_Aminotransferase_Level": 13.28859018, + "Aspartate_Aminotransferase_Level": 40.23155747, + "Creatinine_Level": 0.911053133, + "LDH_Level": 143.9541303, + "Calcium_Level": 8.670407888, + "Phosphorus_Level": 2.986744186, + "Glucose_Level": 100.6232822, + "Potassium_Level": 4.918259935, + "Sodium_Level": 144.6663762, + "Smoking_Pack_Years": 50.73993962 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.67340744, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.61011645, + "White_Blood_Cell_Count": 4.470488949, + "Platelet_Count": 191.846578, + "Albumin_Level": 3.885254193, + "Alkaline_Phosphatase_Level": 44.59022825, + "Alanine_Aminotransferase_Level": 34.82457804, + "Aspartate_Aminotransferase_Level": 49.20999059, + "Creatinine_Level": 1.240639488, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.16350872, + "White_Blood_Cell_Count": 8.754721531, + "Platelet_Count": 274.5141447, + "Albumin_Level": 3.132257969, + "Alkaline_Phosphatase_Level": 35.1278173, + "Alanine_Aminotransferase_Level": 29.26445592, + "Aspartate_Aminotransferase_Level": 22.74158547, + "Creatinine_Level": 1.417516867, + "LDH_Level": 205.8717375, + "Calcium_Level": 10.30151333, + "Phosphorus_Level": 3.173576971, + "Glucose_Level": 94.57879565, + "Potassium_Level": 4.664347391, + "Sodium_Level": 141.186257, + "Smoking_Pack_Years": 2.139242432 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.10000702, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.62433959, + "White_Blood_Cell_Count": 4.915668253, + "Platelet_Count": 233.0025659, + "Albumin_Level": 3.360128533, + "Alkaline_Phosphatase_Level": 91.56726469, + "Alanine_Aminotransferase_Level": 25.07562049, + "Aspartate_Aminotransferase_Level": 33.07672414, + "Creatinine_Level": 1.426665305, + "LDH_Level": 193.1614103, + "Calcium_Level": 9.054093844, + "Phosphorus_Level": 3.218874063, + "Glucose_Level": 115.0389033, + "Potassium_Level": 4.691278584, + "Sodium_Level": 137.6727193, + "Smoking_Pack_Years": 31.18099701 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.63771471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.38457021, + "White_Blood_Cell_Count": 5.691852733, + "Platelet_Count": 328.0457714, + "Albumin_Level": 4.584903719, + "Alkaline_Phosphatase_Level": 79.85776625, + "Alanine_Aminotransferase_Level": 25.70067321, + "Aspartate_Aminotransferase_Level": 12.40339041, + "Creatinine_Level": 1.49389916, + "LDH_Level": 100.319763, + "Calcium_Level": 9.960854668, + "Phosphorus_Level": 2.510460469, + "Glucose_Level": 95.9668367, + "Potassium_Level": 4.857082391, + "Sodium_Level": 136.513864, + "Smoking_Pack_Years": 82.86710098 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.9876543, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.54953001, + "White_Blood_Cell_Count": 8.217563401, + "Platelet_Count": 168.4478525, + "Albumin_Level": 4.198380533, + "Alkaline_Phosphatase_Level": 50.80180789, + "Alanine_Aminotransferase_Level": 38.79710811, + "Aspartate_Aminotransferase_Level": 20.09243013, + "Creatinine_Level": 0.610008529, + "LDH_Level": 146.2490764, + "Calcium_Level": 9.731262328, + "Phosphorus_Level": 2.509420637, + "Glucose_Level": 75.72863171, + "Potassium_Level": 4.990237692, + "Sodium_Level": 144.9102074, + "Smoking_Pack_Years": 76.92268381 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.32769277, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.33600626, + "White_Blood_Cell_Count": 7.595107895, + "Platelet_Count": 411.6870031, + "Albumin_Level": 4.834422544, + "Alkaline_Phosphatase_Level": 87.3230141, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.34436999, + "White_Blood_Cell_Count": 4.873308716, + "Platelet_Count": 165.0432128, + "Albumin_Level": 3.890463646, + "Alkaline_Phosphatase_Level": 119.1413375, + "Alanine_Aminotransferase_Level": 13.23918513, + "Aspartate_Aminotransferase_Level": 23.38200206, + "Creatinine_Level": 1.093155102, + "LDH_Level": 175.1781982, + "Calcium_Level": 9.623675676, + "Phosphorus_Level": 3.582415236, + "Glucose_Level": 93.35291031, + "Potassium_Level": 4.866537656, + "Sodium_Level": 144.8597048, + "Smoking_Pack_Years": 78.59337424 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.4489801, + "Tumor_Location": 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125.1715757, + "Potassium_Level": 4.855921776, + "Sodium_Level": 143.9303838, + "Smoking_Pack_Years": 49.65284281 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.97445824, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.10450578, + "White_Blood_Cell_Count": 4.203523254, + "Platelet_Count": 309.9111013, + "Albumin_Level": 4.72143014, + "Alkaline_Phosphatase_Level": 92.69437714, 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"Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.74566797, + "White_Blood_Cell_Count": 7.720764485, + "Platelet_Count": 381.4780892, + "Albumin_Level": 4.643296279, + "Alkaline_Phosphatase_Level": 56.87520779, + "Alanine_Aminotransferase_Level": 37.57562735, + "Aspartate_Aminotransferase_Level": 23.54945867, + "Creatinine_Level": 0.739640378, + "LDH_Level": 249.7695119, + "Calcium_Level": 8.878054924, + "Phosphorus_Level": 4.511296193, + "Glucose_Level": 120.32377, + "Potassium_Level": 3.680326454, + "Sodium_Level": 140.9982934, + "Smoking_Pack_Years": 56.96315569 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.26853638, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.58224355, + "White_Blood_Cell_Count": 7.685057417, + "Platelet_Count": 431.6864925, + "Albumin_Level": 4.364057617, + "Alkaline_Phosphatase_Level": 114.989665, + "Alanine_Aminotransferase_Level": 20.90630039, + "Aspartate_Aminotransferase_Level": 33.60806998, + "Creatinine_Level": 0.961506783, + "LDH_Level": 177.0006992, + "Calcium_Level": 8.623015075, + "Phosphorus_Level": 4.777137612, + "Glucose_Level": 109.1893469, + "Potassium_Level": 4.392557914, + "Sodium_Level": 144.2924534, + "Smoking_Pack_Years": 61.69842355 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.71287301, + "Tumor_Location": 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36.75077862, + "Alanine_Aminotransferase_Level": 34.48670507, + "Aspartate_Aminotransferase_Level": 44.01559982, + "Creatinine_Level": 1.414690229, + "LDH_Level": 156.5778467, + "Calcium_Level": 10.12542445, + "Phosphorus_Level": 4.48041422, + "Glucose_Level": 95.94300126, + "Potassium_Level": 3.761843621, + "Sodium_Level": 144.1686013, + "Smoking_Pack_Years": 62.61187361 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.30167597, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.34937082, + "White_Blood_Cell_Count": 3.586565164, + "Platelet_Count": 274.9568964, + "Albumin_Level": 3.135162259, + "Alkaline_Phosphatase_Level": 47.35787511, + "Alanine_Aminotransferase_Level": 27.96273489, + "Aspartate_Aminotransferase_Level": 27.78702456, + "Creatinine_Level": 1.384601308, + "LDH_Level": 166.0002988, + "Calcium_Level": 9.77461307, + "Phosphorus_Level": 3.244633699, + "Glucose_Level": 110.8604847, + "Potassium_Level": 4.393229607, + "Sodium_Level": 138.3075121, + "Smoking_Pack_Years": 55.02267778 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.00194097, + "White_Blood_Cell_Count": 6.100757109, + "Platelet_Count": 298.1887608, + "Albumin_Level": 3.874248048, + "Alkaline_Phosphatase_Level": 35.07708411, + "Alanine_Aminotransferase_Level": 38.57224028, + "Aspartate_Aminotransferase_Level": 49.95846011, + "Creatinine_Level": 0.769759508, + "LDH_Level": 202.7735553, + "Calcium_Level": 10.03387255, + "Phosphorus_Level": 3.479003692, + "Glucose_Level": 145.5021879, + "Potassium_Level": 4.291264466, + "Sodium_Level": 143.2924173, + "Smoking_Pack_Years": 39.70552543 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.61266905, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.51688509, + "White_Blood_Cell_Count": 4.979366423, + "Platelet_Count": 333.799243, + "Albumin_Level": 3.705118487, + "Alkaline_Phosphatase_Level": 112.451577, + "Alanine_Aminotransferase_Level": 16.49243402, + "Aspartate_Aminotransferase_Level": 48.87871207, + "Creatinine_Level": 0.768263447, + "LDH_Level": 100.7725202, + "Calcium_Level": 8.574890709, + "Phosphorus_Level": 3.817006049, + "Glucose_Level": 101.432134, + "Potassium_Level": 3.908389758, + "Sodium_Level": 144.4200663, + "Smoking_Pack_Years": 89.95623616 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.77622189, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.1810352, + "White_Blood_Cell_Count": 8.064414072, + "Platelet_Count": 341.3287521, + "Albumin_Level": 4.824934354, + "Alkaline_Phosphatase_Level": 110.3748616, + "Alanine_Aminotransferase_Level": 35.99731535, + "Aspartate_Aminotransferase_Level": 30.63965717, + "Creatinine_Level": 0.994208608, + "LDH_Level": 201.4961773, + "Calcium_Level": 8.201150695, + "Phosphorus_Level": 2.563860282, + "Glucose_Level": 126.465598, + "Potassium_Level": 4.295062106, + "Sodium_Level": 141.9705688, + "Smoking_Pack_Years": 83.78289514 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.2371201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.45649433, + "White_Blood_Cell_Count": 7.645162135, + "Platelet_Count": 214.6606399, 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.87605417, + "White_Blood_Cell_Count": 8.900112661, + "Platelet_Count": 316.6626714, + "Albumin_Level": 3.299417744, + "Alkaline_Phosphatase_Level": 104.8913722, + "Alanine_Aminotransferase_Level": 13.19653311, + "Aspartate_Aminotransferase_Level": 32.17571774, + "Creatinine_Level": 0.707542801, + "LDH_Level": 238.4651523, + "Calcium_Level": 9.816721278, + "Phosphorus_Level": 4.371565651, + "Glucose_Level": 98.66143376, + "Potassium_Level": 3.780406144, + "Sodium_Level": 135.6085595, + "Smoking_Pack_Years": 40.27953178 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.0034477, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.64476645, + "White_Blood_Cell_Count": 7.783863188, + "Platelet_Count": 198.1601239, + "Albumin_Level": 3.028135436, + "Alkaline_Phosphatase_Level": 78.45018507, + "Alanine_Aminotransferase_Level": 17.31767908, + "Aspartate_Aminotransferase_Level": 39.96833934, + "Creatinine_Level": 1.070681657, + "LDH_Level": 117.7766736, + "Calcium_Level": 8.073123119, + "Phosphorus_Level": 4.969017199, + "Glucose_Level": 114.1599004, + "Potassium_Level": 3.998717948, + "Sodium_Level": 141.7857263, + "Smoking_Pack_Years": 62.38461303 + }, + { + "Age": 38, + "Gender": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.62554072, + "White_Blood_Cell_Count": 8.453316859, + "Platelet_Count": 227.4427662, + "Albumin_Level": 3.678273789, + "Alkaline_Phosphatase_Level": 85.61449108, + "Alanine_Aminotransferase_Level": 28.8450387, + "Aspartate_Aminotransferase_Level": 43.33941424, + "Creatinine_Level": 1.351484812, + "LDH_Level": 123.2306757, + "Calcium_Level": 9.146795957, + "Phosphorus_Level": 3.391847369, + "Glucose_Level": 94.00858462, + "Potassium_Level": 4.800299057, + "Sodium_Level": 141.6090225, + "Smoking_Pack_Years": 76.74958774 + }, + { + "Age": 35, + "Gender": "Male", 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219.0555309, + "Calcium_Level": 8.334851809, + "Phosphorus_Level": 3.610088744, + "Glucose_Level": 127.8514733, + "Potassium_Level": 3.884119075, + "Sodium_Level": 139.2792009, + "Smoking_Pack_Years": 22.45697258 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.9887029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.4421834, + "White_Blood_Cell_Count": 5.311536212, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.40027292, + "White_Blood_Cell_Count": 7.541570574, + "Platelet_Count": 276.1022917, + "Albumin_Level": 4.407267499, + "Alkaline_Phosphatase_Level": 68.56833933, + "Alanine_Aminotransferase_Level": 6.522383778, + "Aspartate_Aminotransferase_Level": 18.15746091, + "Creatinine_Level": 0.59632315, + "LDH_Level": 202.3624519, + "Calcium_Level": 8.756192061, + "Phosphorus_Level": 4.225993173, + "Glucose_Level": 106.5784233, + "Potassium_Level": 4.35137602, + "Sodium_Level": 137.8749524, + "Smoking_Pack_Years": 70.77645597 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.11260075, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", 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1.3258996, + "LDH_Level": 244.2864936, + "Calcium_Level": 9.631064771, + "Phosphorus_Level": 2.826830693, + "Glucose_Level": 90.05177208, + "Potassium_Level": 3.974315666, + "Sodium_Level": 141.8601503, + "Smoking_Pack_Years": 78.52034602 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.60402894, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.05270054, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.86452816, + "White_Blood_Cell_Count": 8.86484709, + "Platelet_Count": 251.1974538, + "Albumin_Level": 3.107805777, + "Alkaline_Phosphatase_Level": 78.33850522, + "Alanine_Aminotransferase_Level": 25.70708434, + "Aspartate_Aminotransferase_Level": 15.22055655, + "Creatinine_Level": 1.234504833, + "LDH_Level": 212.1665039, + "Calcium_Level": 9.801180557, + "Phosphorus_Level": 3.467569267, + "Glucose_Level": 139.5132729, + "Potassium_Level": 4.881133868, + "Sodium_Level": 144.6659584, + "Smoking_Pack_Years": 29.8316774 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.30992762, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.75911859, + "White_Blood_Cell_Count": 8.037651068, + "Platelet_Count": 288.8612468, + "Albumin_Level": 3.67025536, + "Alkaline_Phosphatase_Level": 54.21206008, + "Alanine_Aminotransferase_Level": 20.77686182, + "Aspartate_Aminotransferase_Level": 39.92840789, + "Creatinine_Level": 1.019963172, + "LDH_Level": 139.0611825, + "Calcium_Level": 9.330464105, + "Phosphorus_Level": 3.050044825, + "Glucose_Level": 136.4733522, + "Potassium_Level": 4.91404607, + "Sodium_Level": 141.1993642, + "Smoking_Pack_Years": 98.44830127 + }, + { 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0.656289118, + "LDH_Level": 247.4170465, + "Calcium_Level": 8.463667697, + "Phosphorus_Level": 3.994634921, + "Glucose_Level": 143.1222294, + "Potassium_Level": 4.870903986, + "Sodium_Level": 136.378018, + "Smoking_Pack_Years": 7.54262737 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.25964232, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.50903045, + "White_Blood_Cell_Count": 9.957940203, + "Platelet_Count": 369.0888248, + "Albumin_Level": 3.985406486, + "Alkaline_Phosphatase_Level": 45.41773939, + "Alanine_Aminotransferase_Level": 18.75010267, + "Aspartate_Aminotransferase_Level": 47.7331627, + "Creatinine_Level": 0.907197754, + "LDH_Level": 245.5222641, + "Calcium_Level": 9.971949751, + "Phosphorus_Level": 3.366180563, + "Glucose_Level": 119.2632568, + "Potassium_Level": 3.588197782, + "Sodium_Level": 142.148571, + "Smoking_Pack_Years": 11.76601399 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.39287202, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.14573447, + "White_Blood_Cell_Count": 6.453247862, + "Platelet_Count": 198.4714936, + "Albumin_Level": 3.413089091, + "Alkaline_Phosphatase_Level": 41.90906766, + "Alanine_Aminotransferase_Level": 32.97999781, + "Aspartate_Aminotransferase_Level": 40.62224426, + "Creatinine_Level": 1.023931584, + "LDH_Level": 151.6218211, + "Calcium_Level": 10.49131516, + "Phosphorus_Level": 4.284462888, + "Glucose_Level": 89.14616878, + "Potassium_Level": 4.472016861, + "Sodium_Level": 139.599119, + "Smoking_Pack_Years": 28.82201189 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.57708407, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.95736184, + "White_Blood_Cell_Count": 4.317169041, + "Platelet_Count": 168.6767808, + "Albumin_Level": 3.650924882, + "Alkaline_Phosphatase_Level": 72.13746169, + "Alanine_Aminotransferase_Level": 8.413068764, + "Aspartate_Aminotransferase_Level": 23.15760738, + "Creatinine_Level": 0.96209648, + "LDH_Level": 178.3688493, + "Calcium_Level": 10.37238064, + "Phosphorus_Level": 3.512459819, + "Glucose_Level": 120.2714989, + "Potassium_Level": 3.830607245, + "Sodium_Level": 143.6610656, + "Smoking_Pack_Years": 8.174249194 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.76813956, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.09208847, + "White_Blood_Cell_Count": 7.83304688, + "Platelet_Count": 374.8934793, + "Albumin_Level": 4.661989573, + "Alkaline_Phosphatase_Level": 32.11920531, + "Alanine_Aminotransferase_Level": 27.19048037, + "Aspartate_Aminotransferase_Level": 30.64550284, + "Creatinine_Level": 1.024832722, + "LDH_Level": 171.0821288, + "Calcium_Level": 9.783475919, + "Phosphorus_Level": 2.654970457, + "Glucose_Level": 115.5674363, + "Potassium_Level": 3.693413655, + "Sodium_Level": 140.4440509, + "Smoking_Pack_Years": 61.7616097 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.5390657, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.29663565, + "White_Blood_Cell_Count": 5.764684601, + "Platelet_Count": 424.427124, + "Albumin_Level": 4.364620012, + "Alkaline_Phosphatase_Level": 64.19414598, + "Alanine_Aminotransferase_Level": 9.10460449, + "Aspartate_Aminotransferase_Level": 47.88891468, + "Creatinine_Level": 1.170949476, + "LDH_Level": 103.0776225, + "Calcium_Level": 9.949460039, + "Phosphorus_Level": 3.809601082, + "Glucose_Level": 135.69974, + "Potassium_Level": 4.085587797, + "Sodium_Level": 139.8815108, + "Smoking_Pack_Years": 76.77758798 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.78181814, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.05110251, + "White_Blood_Cell_Count": 6.628735398, + "Platelet_Count": 290.6078742, + "Albumin_Level": 3.382342958, + "Alkaline_Phosphatase_Level": 61.9978884, + "Alanine_Aminotransferase_Level": 18.98749311, + "Aspartate_Aminotransferase_Level": 37.16374683, + "Creatinine_Level": 1.044862755, + "LDH_Level": 244.5750476, + "Calcium_Level": 8.691941657, + "Phosphorus_Level": 2.99676587, + "Glucose_Level": 107.6120351, + "Potassium_Level": 4.424459334, + "Sodium_Level": 143.0072651, + "Smoking_Pack_Years": 13.95781871 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.86585165, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.52043283, + "White_Blood_Cell_Count": 6.024396255, + "Platelet_Count": 228.3900844, + "Albumin_Level": 3.636854933, + "Alkaline_Phosphatase_Level": 81.76322002, + "Alanine_Aminotransferase_Level": 15.15689763, + "Aspartate_Aminotransferase_Level": 39.0552138, + "Creatinine_Level": 1.081600137, + "LDH_Level": 143.3158591, + "Calcium_Level": 9.52908389, + "Phosphorus_Level": 4.718042625, + "Glucose_Level": 113.6482542, + "Potassium_Level": 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35.88744416, + "Aspartate_Aminotransferase_Level": 33.47634129, + "Creatinine_Level": 0.671580505, + "LDH_Level": 130.7144439, + "Calcium_Level": 8.774143503, + "Phosphorus_Level": 3.075003001, + "Glucose_Level": 95.34332855, + "Potassium_Level": 4.129177357, + "Sodium_Level": 144.7154095, + "Smoking_Pack_Years": 35.59300568 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.86261504, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.66573237, + "White_Blood_Cell_Count": 7.428079099, + "Platelet_Count": 251.883393, + "Albumin_Level": 3.340272819, + "Alkaline_Phosphatase_Level": 66.83704726, + "Alanine_Aminotransferase_Level": 9.135132643, + "Aspartate_Aminotransferase_Level": 15.9482439, + "Creatinine_Level": 0.748395058, + "LDH_Level": 188.8775158, + "Calcium_Level": 9.579250531, + "Phosphorus_Level": 4.817860426, + "Glucose_Level": 117.042303, + "Potassium_Level": 3.86131804, + "Sodium_Level": 141.5486893, + "Smoking_Pack_Years": 65.94259094 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.20994848, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.59266313, + "White_Blood_Cell_Count": 6.599347208, + "Platelet_Count": 305.0583396, + "Albumin_Level": 3.721135622, + "Alkaline_Phosphatase_Level": 47.96474873, + "Alanine_Aminotransferase_Level": 27.25320659, + "Aspartate_Aminotransferase_Level": 42.89930691, + "Creatinine_Level": 1.199341995, + "LDH_Level": 225.6334579, + "Calcium_Level": 8.486377584, + "Phosphorus_Level": 4.675882307, + "Glucose_Level": 103.1287274, + "Potassium_Level": 4.13511202, + "Sodium_Level": 136.2674259, + "Smoking_Pack_Years": 99.55677467 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.2470054, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.7925381, + "White_Blood_Cell_Count": 5.4261352, + "Platelet_Count": 368.9705467, + "Albumin_Level": 3.044401562, + "Alkaline_Phosphatase_Level": 86.65569197, + "Alanine_Aminotransferase_Level": 19.71913604, + "Aspartate_Aminotransferase_Level": 18.67105808, + "Creatinine_Level": 1.202382515, + "LDH_Level": 150.8922033, + "Calcium_Level": 10.22790996, + "Phosphorus_Level": 3.044697494, + "Glucose_Level": 87.93652304, + "Potassium_Level": 4.101045811, + "Sodium_Level": 139.0691365, + "Smoking_Pack_Years": 82.5629066 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.41925155, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.79356176, + "White_Blood_Cell_Count": 6.102341996, + "Platelet_Count": 193.3879156, + "Albumin_Level": 3.794589833, + "Alkaline_Phosphatase_Level": 63.34431322, + "Alanine_Aminotransferase_Level": 22.09450582, + "Aspartate_Aminotransferase_Level": 23.16721191, + "Creatinine_Level": 0.560261102, + "LDH_Level": 238.8276663, + "Calcium_Level": 9.201972839, + "Phosphorus_Level": 4.878343483, + "Glucose_Level": 141.4129556, + "Potassium_Level": 4.973414454, + "Sodium_Level": 136.4837771, + "Smoking_Pack_Years": 22.05208375 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.50911213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.9449365, + "White_Blood_Cell_Count": 3.695014536, + "Platelet_Count": 243.6989567, + "Albumin_Level": 3.532772685, + "Alkaline_Phosphatase_Level": 96.57372971, + "Alanine_Aminotransferase_Level": 17.86311344, + "Aspartate_Aminotransferase_Level": 14.19544374, + "Creatinine_Level": 0.573601782, + "LDH_Level": 170.173959, + "Calcium_Level": 10.27839991, + "Phosphorus_Level": 3.901958772, + "Glucose_Level": 129.2240338, + "Potassium_Level": 3.914697671, + "Sodium_Level": 144.4729919, + "Smoking_Pack_Years": 82.97788292 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.74309343, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.93154692, + "White_Blood_Cell_Count": 9.312865528, + "Platelet_Count": 251.5993103, + "Albumin_Level": 4.3770724, + "Alkaline_Phosphatase_Level": 90.06162314, + "Alanine_Aminotransferase_Level": 27.12132902, + "Aspartate_Aminotransferase_Level": 35.26833076, + "Creatinine_Level": 1.355777514, + "LDH_Level": 200.190985, + "Calcium_Level": 9.647870768, + "Phosphorus_Level": 2.530175719, + "Glucose_Level": 75.27338062, + "Potassium_Level": 4.505182394, + "Sodium_Level": 139.3318938, + "Smoking_Pack_Years": 13.57001966 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.81864434, + "Tumor_Location": "Lower 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"Potassium_Level": 3.888832783, + "Sodium_Level": 139.4281723, + "Smoking_Pack_Years": 29.22789305 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.02423936, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.78616723, + "White_Blood_Cell_Count": 3.590948656, + "Platelet_Count": 155.469164, + "Albumin_Level": 4.324352632, + "Alkaline_Phosphatase_Level": 81.20345248, + "Alanine_Aminotransferase_Level": 35.72352039, + "Aspartate_Aminotransferase_Level": 49.48618493, + "Creatinine_Level": 0.67901223, + "LDH_Level": 107.9238104, + "Calcium_Level": 9.64349046, + "Phosphorus_Level": 4.779527514, + "Glucose_Level": 99.59014548, + "Potassium_Level": 3.722978886, + "Sodium_Level": 135.7833132, + "Smoking_Pack_Years": 76.27376923 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.20092532, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.30652951, + "White_Blood_Cell_Count": 4.930301106, + "Platelet_Count": 223.375973, + "Albumin_Level": 4.623292429, + "Alkaline_Phosphatase_Level": 30.60983722, + "Alanine_Aminotransferase_Level": 11.56434274, + "Aspartate_Aminotransferase_Level": 10.92114403, + "Creatinine_Level": 1.030188231, + "LDH_Level": 116.5177436, + "Calcium_Level": 9.158733007, + "Phosphorus_Level": 2.604644611, + "Glucose_Level": 88.47510217, + "Potassium_Level": 4.788208013, + "Sodium_Level": 136.6049218, + "Smoking_Pack_Years": 82.76079479 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.49849078, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.61732535, + "White_Blood_Cell_Count": 9.185976197, + "Platelet_Count": 238.0215877, + "Albumin_Level": 3.208695629, + "Alkaline_Phosphatase_Level": 99.84868007, + "Alanine_Aminotransferase_Level": 24.00359566, + "Aspartate_Aminotransferase_Level": 18.4742671, + "Creatinine_Level": 0.892064198, + "LDH_Level": 202.0877269, + "Calcium_Level": 9.860003881, + "Phosphorus_Level": 3.863196826, + "Glucose_Level": 142.9096172, + "Potassium_Level": 3.643964796, + "Sodium_Level": 142.4354251, + "Smoking_Pack_Years": 57.60511053 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.23434284, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.75775785, + "White_Blood_Cell_Count": 3.773576674, + "Platelet_Count": 289.5686307, + "Albumin_Level": 4.827285154, + "Alkaline_Phosphatase_Level": 110.2999363, + "Alanine_Aminotransferase_Level": 26.89499874, + "Aspartate_Aminotransferase_Level": 16.31874415, + "Creatinine_Level": 1.469640056, + "LDH_Level": 217.8635712, + "Calcium_Level": 9.818453558, + "Phosphorus_Level": 3.634138019, + "Glucose_Level": 132.4722006, + "Potassium_Level": 4.578387159, + "Sodium_Level": 138.9218849, + "Smoking_Pack_Years": 59.25275002 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.31535331, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 20.49636582, + "Aspartate_Aminotransferase_Level": 40.08868267, + "Creatinine_Level": 0.879989696, + "LDH_Level": 223.8232414, + "Calcium_Level": 9.404072371, + "Phosphorus_Level": 4.860606095, + "Glucose_Level": 99.07026008, + "Potassium_Level": 4.517986519, + "Sodium_Level": 144.1226388, + "Smoking_Pack_Years": 87.75843789 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.0760169, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.65506502, + "White_Blood_Cell_Count": 9.96078132, + "Platelet_Count": 204.0591519, + "Albumin_Level": 4.222059148, + "Alkaline_Phosphatase_Level": 102.2278902, + "Alanine_Aminotransferase_Level": 5.08152882, + "Aspartate_Aminotransferase_Level": 20.93902101, + "Creatinine_Level": 0.5678848, + "LDH_Level": 114.6457265, + "Calcium_Level": 8.158936034, + "Phosphorus_Level": 3.868588813, + "Glucose_Level": 145.3716236, + "Potassium_Level": 4.645649816, + "Sodium_Level": 137.8909656, + "Smoking_Pack_Years": 20.36150529 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.15518715, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.45582385, + "White_Blood_Cell_Count": 9.714385456, + "Platelet_Count": 280.6923569, + "Albumin_Level": 4.342323163, + "Alkaline_Phosphatase_Level": 36.09919394, + "Alanine_Aminotransferase_Level": 14.54878211, + "Aspartate_Aminotransferase_Level": 46.45096766, + "Creatinine_Level": 0.927952529, + "LDH_Level": 115.2074922, + "Calcium_Level": 10.34166669, + "Phosphorus_Level": 2.58556602, + "Glucose_Level": 115.4955186, + "Potassium_Level": 4.291372384, + "Sodium_Level": 136.9368637, + "Smoking_Pack_Years": 17.59057188 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.39660175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.93698184, + "White_Blood_Cell_Count": 5.557481991, + "Platelet_Count": 294.6847083, + "Albumin_Level": 3.722797012, + "Alkaline_Phosphatase_Level": 119.51961, + "Alanine_Aminotransferase_Level": 22.67330637, + "Aspartate_Aminotransferase_Level": 44.2313299, + "Creatinine_Level": 1.253274239, + "LDH_Level": 188.1825141, + "Calcium_Level": 8.196335087, + "Phosphorus_Level": 4.695004982, + "Glucose_Level": 122.3873573, + "Potassium_Level": 3.911723359, + "Sodium_Level": 144.0113445, + "Smoking_Pack_Years": 30.1908941 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.77505863, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.00170918, + "White_Blood_Cell_Count": 6.474128324, + "Platelet_Count": 234.5279608, + "Albumin_Level": 3.420770828, + "Alkaline_Phosphatase_Level": 75.14266337, + "Alanine_Aminotransferase_Level": 26.7878892, + "Aspartate_Aminotransferase_Level": 11.14452362, + "Creatinine_Level": 1.007194164, + "LDH_Level": 210.6630508, + "Calcium_Level": 8.740712796, + "Phosphorus_Level": 4.590797233, + "Glucose_Level": 90.57856536, + "Potassium_Level": 4.614411883, + "Sodium_Level": 144.5138475, + "Smoking_Pack_Years": 22.22117312 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.32113782, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.11577236, + "White_Blood_Cell_Count": 4.821377328, + "Platelet_Count": 239.5796753, + "Albumin_Level": 3.567920668, + "Alkaline_Phosphatase_Level": 106.8158941, + "Alanine_Aminotransferase_Level": 22.17401293, + "Aspartate_Aminotransferase_Level": 37.9495065, + "Creatinine_Level": 1.302135488, + "LDH_Level": 103.1059419, + "Calcium_Level": 8.858233689, + "Phosphorus_Level": 2.696830554, + "Glucose_Level": 106.0392283, + "Potassium_Level": 4.443319637, + "Sodium_Level": 139.3181842, + "Smoking_Pack_Years": 58.91807639 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.17532625, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.89498056, + "White_Blood_Cell_Count": 9.576286893, + "Platelet_Count": 389.9988701, + "Albumin_Level": 3.034731499, + "Alkaline_Phosphatase_Level": 112.3472977, + "Alanine_Aminotransferase_Level": 11.80207463, + "Aspartate_Aminotransferase_Level": 40.37185212, + "Creatinine_Level": 1.054929467, + "LDH_Level": 205.5075121, + "Calcium_Level": 8.993810981, + "Phosphorus_Level": 2.652332195, + "Glucose_Level": 117.378783, + "Potassium_Level": 4.052761999, + "Sodium_Level": 138.1101125, + "Smoking_Pack_Years": 96.64804702 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.89677239, + "Tumor_Location": "Lower 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136.5969757, + "Potassium_Level": 4.381346292, + "Sodium_Level": 142.1501699, + "Smoking_Pack_Years": 63.38638594 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.38102272, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.50098998, + "White_Blood_Cell_Count": 6.205914523, + "Platelet_Count": 381.545062, + "Albumin_Level": 3.500905212, + "Alkaline_Phosphatase_Level": 108.6014287, + "Alanine_Aminotransferase_Level": 16.08114439, + "Aspartate_Aminotransferase_Level": 24.39235288, + "Creatinine_Level": 1.105033893, + "LDH_Level": 213.64305, + "Calcium_Level": 10.19635177, + "Phosphorus_Level": 3.310775267, + "Glucose_Level": 81.78887032, + "Potassium_Level": 3.708993491, + "Sodium_Level": 135.112909, + "Smoking_Pack_Years": 29.04821809 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.05373495, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.63913392, + "White_Blood_Cell_Count": 6.586156325, + "Platelet_Count": 215.3756855, + "Albumin_Level": 4.025985542, + "Alkaline_Phosphatase_Level": 112.913796, + "Alanine_Aminotransferase_Level": 14.3624607, + "Aspartate_Aminotransferase_Level": 37.64513246, + "Creatinine_Level": 0.593077687, + "LDH_Level": 214.8450375, + "Calcium_Level": 8.411688762, + "Phosphorus_Level": 3.3433848, + "Glucose_Level": 71.4097725, + "Potassium_Level": 4.178963496, + "Sodium_Level": 141.8860087, + "Smoking_Pack_Years": 95.12780892 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.08586815, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.63663828, + "White_Blood_Cell_Count": 8.947258263, + "Platelet_Count": 181.1272043, + "Albumin_Level": 4.494506197, + "Alkaline_Phosphatase_Level": 118.9443731, + "Alanine_Aminotransferase_Level": 6.756085041, + "Aspartate_Aminotransferase_Level": 18.83557169, + "Creatinine_Level": 1.214178516, + "LDH_Level": 167.8357573, + "Calcium_Level": 10.24643833, + "Phosphorus_Level": 3.135727265, + "Glucose_Level": 147.1903247, + "Potassium_Level": 3.6306472, + "Sodium_Level": 135.3065969, + "Smoking_Pack_Years": 86.62700851 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.80116645, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 11.88430519, + "Aspartate_Aminotransferase_Level": 18.24950984, + "Creatinine_Level": 1.209015317, + "LDH_Level": 216.7880995, + "Calcium_Level": 8.271921375, + "Phosphorus_Level": 3.478507899, + "Glucose_Level": 81.02321521, + "Potassium_Level": 4.743029776, + "Sodium_Level": 139.2414824, + "Smoking_Pack_Years": 56.77528045 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.4740482, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.47983097, + "White_Blood_Cell_Count": 9.606348633, + "Platelet_Count": 212.4127837, + "Albumin_Level": 4.367399974, + "Alkaline_Phosphatase_Level": 67.70882869, + "Alanine_Aminotransferase_Level": 23.05471859, + "Aspartate_Aminotransferase_Level": 42.67919923, + "Creatinine_Level": 0.877653118, + "LDH_Level": 170.0039998, + "Calcium_Level": 9.567347419, + "Phosphorus_Level": 4.203207973, + "Glucose_Level": 80.75206074, + "Potassium_Level": 4.372656662, + "Sodium_Level": 140.1380078, + "Smoking_Pack_Years": 11.78230291 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.04892394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.71836926, + "White_Blood_Cell_Count": 4.319518699, + "Platelet_Count": 168.1436979, + "Albumin_Level": 3.133321234, + "Alkaline_Phosphatase_Level": 48.98578614, + "Alanine_Aminotransferase_Level": 5.74594588, + "Aspartate_Aminotransferase_Level": 37.06465168, + "Creatinine_Level": 1.068134293, + "LDH_Level": 222.0609441, + "Calcium_Level": 8.230330512, + "Phosphorus_Level": 4.675618855, + "Glucose_Level": 143.2888474, + "Potassium_Level": 4.479746991, + "Sodium_Level": 144.9004066, + "Smoking_Pack_Years": 14.97311785 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.11259959, + "Tumor_Location": 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"Glucose_Level": 87.67771061, + "Potassium_Level": 4.088987603, + "Sodium_Level": 140.2217454, + "Smoking_Pack_Years": 50.174613 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.86910054, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.38011834, + "White_Blood_Cell_Count": 8.453737247, + "Platelet_Count": 333.2705973, + "Albumin_Level": 3.470259438, + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.93240406, + "White_Blood_Cell_Count": 7.278423098, + "Platelet_Count": 178.9936463, + "Albumin_Level": 3.707939619, + "Alkaline_Phosphatase_Level": 78.16684063, + "Alanine_Aminotransferase_Level": 32.3377417, + "Aspartate_Aminotransferase_Level": 24.63837649, + "Creatinine_Level": 0.584920448, + "LDH_Level": 194.8983604, + "Calcium_Level": 8.036194813, + "Phosphorus_Level": 3.709997448, + "Glucose_Level": 92.09542938, + "Potassium_Level": 4.129955527, + "Sodium_Level": 135.1493361, + "Smoking_Pack_Years": 52.27802565 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.7413199, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.65126663, + "White_Blood_Cell_Count": 8.404791584, + "Platelet_Count": 375.8988527, + "Albumin_Level": 3.994753619, + "Alkaline_Phosphatase_Level": 103.9246208, + "Alanine_Aminotransferase_Level": 18.8232714, + "Aspartate_Aminotransferase_Level": 47.99179058, + "Creatinine_Level": 1.128267289, + "LDH_Level": 148.835504, + "Calcium_Level": 9.955772404, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.30935004, + "White_Blood_Cell_Count": 7.520564304, + "Platelet_Count": 303.1165635, + "Albumin_Level": 4.501152708, + "Alkaline_Phosphatase_Level": 118.6523856, + "Alanine_Aminotransferase_Level": 29.99166539, + "Aspartate_Aminotransferase_Level": 30.85516421, + "Creatinine_Level": 0.912030871, + "LDH_Level": 229.3118011, + "Calcium_Level": 8.373319942, + "Phosphorus_Level": 2.99670152, + "Glucose_Level": 104.1719272, + "Potassium_Level": 4.159349092, + "Sodium_Level": 142.5072193, + "Smoking_Pack_Years": 50.38442501 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.09991171, + "White_Blood_Cell_Count": 8.833452397, + "Platelet_Count": 343.1762187, + "Albumin_Level": 4.47340482, + "Alkaline_Phosphatase_Level": 71.02063335, + "Alanine_Aminotransferase_Level": 25.70359402, + "Aspartate_Aminotransferase_Level": 29.67072933, + "Creatinine_Level": 0.865298025, + "LDH_Level": 143.7335762, + "Calcium_Level": 9.881149442, + "Phosphorus_Level": 4.48878655, + "Glucose_Level": 73.76682844, + "Potassium_Level": 3.710656492, + "Sodium_Level": 136.7285059, + "Smoking_Pack_Years": 22.40589326 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.25948661, + "White_Blood_Cell_Count": 5.23255371, + "Platelet_Count": 195.7912159, + "Albumin_Level": 3.143293266, + "Alkaline_Phosphatase_Level": 107.4078035, + "Alanine_Aminotransferase_Level": 32.21350121, + "Aspartate_Aminotransferase_Level": 46.51199777, + "Creatinine_Level": 1.023077255, + "LDH_Level": 231.8188938, + "Calcium_Level": 8.367318476, + "Phosphorus_Level": 2.572094898, + "Glucose_Level": 114.2277205, + "Potassium_Level": 4.425759338, + "Sodium_Level": 137.7872219, + "Smoking_Pack_Years": 16.74854373 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.20925535, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.54265228, + "White_Blood_Cell_Count": 7.052633293, + "Platelet_Count": 151.7754801, + "Albumin_Level": 3.143569588, + "Alkaline_Phosphatase_Level": 52.1370799, + "Alanine_Aminotransferase_Level": 20.31949611, + "Aspartate_Aminotransferase_Level": 12.25412058, + "Creatinine_Level": 1.102397857, + "LDH_Level": 130.4902067, + "Calcium_Level": 8.798586804, + "Phosphorus_Level": 3.218770482, + "Glucose_Level": 106.0221752, + "Potassium_Level": 4.984845973, + "Sodium_Level": 136.441248, + "Smoking_Pack_Years": 57.23351202 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.44556809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.26386713, + "White_Blood_Cell_Count": 5.490893629, + "Platelet_Count": 342.7738921, + "Albumin_Level": 3.778039739, + "Alkaline_Phosphatase_Level": 44.23426327, + "Alanine_Aminotransferase_Level": 24.09189805, + "Aspartate_Aminotransferase_Level": 36.00424159, + "Creatinine_Level": 0.725344479, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.67732754, + "White_Blood_Cell_Count": 6.885555077, + "Platelet_Count": 154.0388743, + "Albumin_Level": 4.9566221, + "Alkaline_Phosphatase_Level": 79.33371714, + "Alanine_Aminotransferase_Level": 26.34143048, + "Aspartate_Aminotransferase_Level": 14.94216616, + "Creatinine_Level": 1.182479172, + "LDH_Level": 199.3084483, + "Calcium_Level": 9.29855893, + "Phosphorus_Level": 2.617517158, + "Glucose_Level": 115.9453878, + "Potassium_Level": 4.773695878, + "Sodium_Level": 136.8604598, + "Smoking_Pack_Years": 3.498934279 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.91603928, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "African 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58.36439799 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.06411742, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.72255934, + "White_Blood_Cell_Count": 4.701113718, + "Platelet_Count": 281.6910032, + "Albumin_Level": 3.763841464, + "Alkaline_Phosphatase_Level": 71.1764215, + "Alanine_Aminotransferase_Level": 11.47175991, + "Aspartate_Aminotransferase_Level": 31.142422, + "Creatinine_Level": 0.883833184, + "LDH_Level": 164.6893171, + "Calcium_Level": 10.26216311, + "Phosphorus_Level": 2.621805387, + "Glucose_Level": 120.5022514, + "Potassium_Level": 4.573840937, + "Sodium_Level": 138.1444942, + "Smoking_Pack_Years": 43.14515878 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.13008191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.16650174, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.75906576, + "White_Blood_Cell_Count": 8.628301244, + "Platelet_Count": 398.9696763, + "Albumin_Level": 4.713522307, + "Alkaline_Phosphatase_Level": 56.57570108, + "Alanine_Aminotransferase_Level": 16.91384609, + "Aspartate_Aminotransferase_Level": 43.84416878, + "Creatinine_Level": 1.411999172, + "LDH_Level": 117.9538694, + "Calcium_Level": 8.425898907, + "Phosphorus_Level": 4.434070007, + "Glucose_Level": 120.5317469, + "Potassium_Level": 4.172831719, + "Sodium_Level": 142.4443618, + "Smoking_Pack_Years": 28.42617684 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.83483184, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 42.27037844, + "Creatinine_Level": 1.240785802, + "LDH_Level": 203.8012168, + "Calcium_Level": 8.912471101, + "Phosphorus_Level": 2.797722917, + "Glucose_Level": 70.66269087, + "Potassium_Level": 4.299365125, + "Sodium_Level": 143.688561, + "Smoking_Pack_Years": 83.38980751 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.19344556, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.11814195, + "White_Blood_Cell_Count": 9.003163334, + "Platelet_Count": 360.3194853, + "Albumin_Level": 3.072836576, + "Alkaline_Phosphatase_Level": 69.76581036, + "Alanine_Aminotransferase_Level": 25.75493985, + "Aspartate_Aminotransferase_Level": 24.50698064, + "Creatinine_Level": 1.383336524, + "LDH_Level": 149.9034117, + "Calcium_Level": 8.724403487, + "Phosphorus_Level": 3.227436869, + "Glucose_Level": 109.746265, + "Potassium_Level": 4.682642139, + "Sodium_Level": 139.9779467, + "Smoking_Pack_Years": 11.99536051 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.96991255, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.5265423, + "White_Blood_Cell_Count": 6.26789474, + "Platelet_Count": 320.5137721, + "Albumin_Level": 4.730132469, + "Alkaline_Phosphatase_Level": 93.57461636, + "Alanine_Aminotransferase_Level": 6.325207505, + "Aspartate_Aminotransferase_Level": 32.59848957, + "Creatinine_Level": 1.37017275, + "LDH_Level": 127.7690706, + "Calcium_Level": 9.868926831, + "Phosphorus_Level": 2.63797234, + "Glucose_Level": 85.04405173, + "Potassium_Level": 4.335230664, 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"Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.17662721, + "White_Blood_Cell_Count": 4.51201082, + "Platelet_Count": 186.0273789, + "Albumin_Level": 3.457815218, + "Alkaline_Phosphatase_Level": 116.5178974, + "Alanine_Aminotransferase_Level": 24.24326739, + "Aspartate_Aminotransferase_Level": 31.97357992, + "Creatinine_Level": 0.944241375, + "LDH_Level": 121.6829089, + "Calcium_Level": 8.892935423, + "Phosphorus_Level": 3.072923618, + "Glucose_Level": 148.4857848, + "Potassium_Level": 3.874032961, + "Sodium_Level": 135.9078547, + "Smoking_Pack_Years": 58.41835166 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.67823685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.16820311, + "White_Blood_Cell_Count": 8.374754808, + "Platelet_Count": 150.053392, + "Albumin_Level": 3.598126526, + "Alkaline_Phosphatase_Level": 30.57043133, + "Alanine_Aminotransferase_Level": 39.73034911, + "Aspartate_Aminotransferase_Level": 21.35703367, + "Creatinine_Level": 0.573057954, + "LDH_Level": 227.9441591, + "Calcium_Level": 10.08738687, + "Phosphorus_Level": 4.76768266, + "Glucose_Level": 142.1470061, + "Potassium_Level": 4.34173909, + "Sodium_Level": 136.139565, + "Smoking_Pack_Years": 9.931246602 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.92776827, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.0127226, + "White_Blood_Cell_Count": 7.428386132, + "Platelet_Count": 253.8400566, + "Albumin_Level": 3.194882239, + "Alkaline_Phosphatase_Level": 51.48277725, + "Alanine_Aminotransferase_Level": 20.38277257, + "Aspartate_Aminotransferase_Level": 11.27594285, + "Creatinine_Level": 1.37588836, + "LDH_Level": 181.6156512, + "Calcium_Level": 10.37508261, + "Phosphorus_Level": 3.074136199, + "Glucose_Level": 118.9519346, + "Potassium_Level": 4.763923634, + "Sodium_Level": 140.8887826, + "Smoking_Pack_Years": 37.93332996 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.84771992, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.11385224, + "White_Blood_Cell_Count": 4.784871137, + "Platelet_Count": 178.4137325, + "Albumin_Level": 4.620755686, + "Alkaline_Phosphatase_Level": 70.10605365, + "Alanine_Aminotransferase_Level": 21.65912531, + "Aspartate_Aminotransferase_Level": 48.96294324, + "Creatinine_Level": 1.499383382, + "LDH_Level": 188.5763443, + "Calcium_Level": 9.68792387, + "Phosphorus_Level": 3.441376398, + "Glucose_Level": 120.1531045, + "Potassium_Level": 3.686954051, + "Sodium_Level": 140.129405, + "Smoking_Pack_Years": 95.61029028 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.23452681, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.70961906, + "White_Blood_Cell_Count": 7.720231489, + "Platelet_Count": 448.4099856, + "Albumin_Level": 4.71103364, + "Alkaline_Phosphatase_Level": 72.52930635, + "Alanine_Aminotransferase_Level": 18.8824722, + "Aspartate_Aminotransferase_Level": 12.36567189, + "Creatinine_Level": 0.91102963, + "LDH_Level": 160.2918849, + "Calcium_Level": 10.12420391, + "Phosphorus_Level": 3.368856003, + "Glucose_Level": 72.17249249, + "Potassium_Level": 4.108329974, + "Sodium_Level": 142.5564436, + "Smoking_Pack_Years": 9.125263192 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.71617519, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.17090496, + "White_Blood_Cell_Count": 6.940393133, + "Platelet_Count": 242.3963707, + "Albumin_Level": 4.582270623, + "Alkaline_Phosphatase_Level": 51.30728772, + "Alanine_Aminotransferase_Level": 39.30606108, + "Aspartate_Aminotransferase_Level": 42.68664438, + "Creatinine_Level": 0.851845163, + "LDH_Level": 102.3495464, + "Calcium_Level": 8.858408465, + "Phosphorus_Level": 4.963076391, + "Glucose_Level": 149.2161812, + "Potassium_Level": 4.667666441, + "Sodium_Level": 136.2053651, + "Smoking_Pack_Years": 31.66124984 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.38424238, + "Tumor_Location": 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"Glucose_Level": 105.5814164, + "Potassium_Level": 4.482759198, + "Sodium_Level": 139.6995361, + "Smoking_Pack_Years": 10.84639755 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.64912501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.37939928, + "White_Blood_Cell_Count": 6.680566858, + "Platelet_Count": 260.5073102, + "Albumin_Level": 4.708215153, + "Alkaline_Phosphatase_Level": 81.81079611, + "Alanine_Aminotransferase_Level": 11.61356547, + "Aspartate_Aminotransferase_Level": 13.93266928, + "Creatinine_Level": 0.900171812, + "LDH_Level": 203.5588121, + "Calcium_Level": 10.32922776, + "Phosphorus_Level": 3.262403208, + "Glucose_Level": 90.47723145, + "Potassium_Level": 3.94344255, + "Sodium_Level": 142.9407972, + "Smoking_Pack_Years": 7.828114917 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.72072248, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.16627159, + "White_Blood_Cell_Count": 5.347096697, + "Platelet_Count": 323.3392665, + "Albumin_Level": 4.415707897, + "Alkaline_Phosphatase_Level": 108.0299192, + "Alanine_Aminotransferase_Level": 19.78778804, + "Aspartate_Aminotransferase_Level": 31.1132348, + "Creatinine_Level": 1.125662283, + "LDH_Level": 152.7604388, + "Calcium_Level": 10.40530637, + "Phosphorus_Level": 3.683277989, + "Glucose_Level": 101.8649688, + "Potassium_Level": 4.992582349, + "Sodium_Level": 141.1985269, + "Smoking_Pack_Years": 24.67855419 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.09287213, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.97740332, + "White_Blood_Cell_Count": 4.417816725, + "Platelet_Count": 177.4369807, + "Albumin_Level": 3.316160873, + "Alkaline_Phosphatase_Level": 97.49314676, + "Alanine_Aminotransferase_Level": 10.15675589, + "Aspartate_Aminotransferase_Level": 44.46048751, + "Creatinine_Level": 0.855833467, + "LDH_Level": 177.2413803, + "Calcium_Level": 9.216328515, + "Phosphorus_Level": 3.477257187, + "Glucose_Level": 79.66811218, + "Potassium_Level": 4.436766424, + "Sodium_Level": 141.8846266, + "Smoking_Pack_Years": 33.51246131 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.29588867, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.34350865, + "White_Blood_Cell_Count": 8.458180121, + "Platelet_Count": 369.7012679, + "Albumin_Level": 3.795928791, + "Alkaline_Phosphatase_Level": 117.3604754, + "Alanine_Aminotransferase_Level": 8.036311094, + "Aspartate_Aminotransferase_Level": 48.01780693, + "Creatinine_Level": 1.118056677, + "LDH_Level": 171.1110238, + "Calcium_Level": 8.108587489, + "Phosphorus_Level": 3.711023643, + "Glucose_Level": 109.186488, + "Potassium_Level": 4.751601039, + "Sodium_Level": 142.7744191, + "Smoking_Pack_Years": 96.31785925 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.47578367, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.68227661, + "White_Blood_Cell_Count": 7.170491269, + "Platelet_Count": 440.1681812, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.06855413, + "White_Blood_Cell_Count": 6.714833902, + "Platelet_Count": 261.5040709, + "Albumin_Level": 3.863570435, + "Alkaline_Phosphatase_Level": 62.02315511, + "Alanine_Aminotransferase_Level": 30.57748647, + "Aspartate_Aminotransferase_Level": 10.83447016, + "Creatinine_Level": 0.534103573, + "LDH_Level": 233.4855803, + "Calcium_Level": 10.22806632, + "Phosphorus_Level": 4.029725553, + "Glucose_Level": 105.9152177, + "Potassium_Level": 4.086411729, + "Sodium_Level": 143.3756815, + "Smoking_Pack_Years": 50.23907705 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.63277196, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.47377304, + "White_Blood_Cell_Count": 7.796165543, + "Platelet_Count": 333.3000399, + "Albumin_Level": 3.614727644, + "Alkaline_Phosphatase_Level": 73.60147123, + "Alanine_Aminotransferase_Level": 35.34001152, + "Aspartate_Aminotransferase_Level": 45.18386599, + "Creatinine_Level": 1.026677692, + "LDH_Level": 218.4112955, + "Calcium_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.11196013, + "White_Blood_Cell_Count": 7.605943676, + "Platelet_Count": 387.7276516, + "Albumin_Level": 3.833063966, + "Alkaline_Phosphatase_Level": 65.42937288, + "Alanine_Aminotransferase_Level": 14.42166062, + "Aspartate_Aminotransferase_Level": 19.3695887, + "Creatinine_Level": 0.670138585, + "LDH_Level": 200.7737762, + "Calcium_Level": 9.964500376, + "Phosphorus_Level": 4.996688556, + "Glucose_Level": 140.9744973, + "Potassium_Level": 4.668715647, + "Sodium_Level": 143.0118922, + "Smoking_Pack_Years": 4.698967084 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.51628525, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.13589897, + "White_Blood_Cell_Count": 5.02796251, + "Platelet_Count": 199.6150183, + "Albumin_Level": 4.346955374, + "Alkaline_Phosphatase_Level": 45.94539038, + "Alanine_Aminotransferase_Level": 28.67084981, + "Aspartate_Aminotransferase_Level": 10.19260009, + "Creatinine_Level": 1.039258282, + "LDH_Level": 222.58875, + "Calcium_Level": 10.03741066, + "Phosphorus_Level": 3.56337146, + "Glucose_Level": 147.4133553, + "Potassium_Level": 4.859593555, + "Sodium_Level": 136.4300424, + "Smoking_Pack_Years": 77.51147306 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.54914858, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.30819719, + "White_Blood_Cell_Count": 3.88198089, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.8195969, + "White_Blood_Cell_Count": 9.6252162, + "Platelet_Count": 180.4247305, + "Albumin_Level": 4.970443335, + "Alkaline_Phosphatase_Level": 64.60758895, + "Alanine_Aminotransferase_Level": 26.05931969, + "Aspartate_Aminotransferase_Level": 33.69229388, + "Creatinine_Level": 0.757646648, + "LDH_Level": 137.2013389, + "Calcium_Level": 9.688454765, + "Phosphorus_Level": 4.988469903, + "Glucose_Level": 135.3432977, + "Potassium_Level": 3.571901581, + "Sodium_Level": 140.7212304, + "Smoking_Pack_Years": 63.68381747 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.61407175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.4577065, + "White_Blood_Cell_Count": 9.777709047, + "Platelet_Count": 431.4427651, + "Albumin_Level": 3.183332965, + "Alkaline_Phosphatase_Level": 95.17904196, + "Alanine_Aminotransferase_Level": 13.3427086, + "Aspartate_Aminotransferase_Level": 29.71734308, + "Creatinine_Level": 1.107602647, + "LDH_Level": 188.7340133, + "Calcium_Level": 9.406967617, + "Phosphorus_Level": 3.276706791, + "Glucose_Level": 92.44004923, + "Potassium_Level": 3.626710187, + "Sodium_Level": 142.9730384, + "Smoking_Pack_Years": 33.60060731 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.76094471, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.7097428, + "White_Blood_Cell_Count": 4.829890896, + "Platelet_Count": 237.4371512, + "Albumin_Level": 3.050702766, + "Alkaline_Phosphatase_Level": 105.4657306, + "Alanine_Aminotransferase_Level": 8.548696401, + "Aspartate_Aminotransferase_Level": 32.23692154, + "Creatinine_Level": 1.281076005, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.39015175, + "White_Blood_Cell_Count": 5.282524838, + "Platelet_Count": 341.5314163, + "Albumin_Level": 3.006222059, + "Alkaline_Phosphatase_Level": 115.3111724, + "Alanine_Aminotransferase_Level": 11.01583753, + "Aspartate_Aminotransferase_Level": 33.09717853, + "Creatinine_Level": 0.508848142, + "LDH_Level": 120.6198105, + "Calcium_Level": 10.33343209, + "Phosphorus_Level": 3.536557495, + "Glucose_Level": 111.8121204, + "Potassium_Level": 4.008165529, + "Sodium_Level": 144.8870668, + "Smoking_Pack_Years": 5.924593454 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.92679998, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.49836942, + "White_Blood_Cell_Count": 4.476511762, + "Platelet_Count": 215.5737399, + "Albumin_Level": 4.587858844, + "Alkaline_Phosphatase_Level": 30.46555612, + "Alanine_Aminotransferase_Level": 33.5356017, + "Aspartate_Aminotransferase_Level": 34.81789041, + "Creatinine_Level": 1.42870833, + "LDH_Level": 145.1043915, + "Calcium_Level": 9.79094795, + "Phosphorus_Level": 4.595963397, + "Glucose_Level": 107.1943925, + "Potassium_Level": 3.782004487, + "Sodium_Level": 141.9215477, + "Smoking_Pack_Years": 83.19941387 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.1866405, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.67326863, + "White_Blood_Cell_Count": 8.643398751, + "Platelet_Count": 217.3763739, + "Albumin_Level": 4.559676799, + "Alkaline_Phosphatase_Level": 105.1502725, + "Alanine_Aminotransferase_Level": 39.04733102, + "Aspartate_Aminotransferase_Level": 26.00842783, + "Creatinine_Level": 1.019292649, + "LDH_Level": 168.200255, + "Calcium_Level": 8.784513985, + "Phosphorus_Level": 3.703935505, + "Glucose_Level": 123.5757925, + "Potassium_Level": 4.635824421, + "Sodium_Level": 140.8806403, + "Smoking_Pack_Years": 6.242732943 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.13040537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.43975286, + "White_Blood_Cell_Count": 5.050105216, + "Platelet_Count": 218.2063982, + "Albumin_Level": 4.607774124, + "Alkaline_Phosphatase_Level": 75.40043622, + "Alanine_Aminotransferase_Level": 10.0526107, + "Aspartate_Aminotransferase_Level": 22.44047945, + "Creatinine_Level": 0.884408181, + "LDH_Level": 243.7926818, + "Calcium_Level": 9.828148795, + "Phosphorus_Level": 3.901180692, + "Glucose_Level": 137.8899239, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.30501695, + "White_Blood_Cell_Count": 6.869950331, + "Platelet_Count": 204.0762208, + "Albumin_Level": 4.065398414, + "Alkaline_Phosphatase_Level": 50.59809786, + "Alanine_Aminotransferase_Level": 21.55862918, + "Aspartate_Aminotransferase_Level": 31.90667651, + "Creatinine_Level": 1.218384432, + "LDH_Level": 138.4102958, + "Calcium_Level": 9.874250511, + "Phosphorus_Level": 3.200655742, + "Glucose_Level": 119.4462537, + "Potassium_Level": 4.278142812, + "Sodium_Level": 136.9856003, + "Smoking_Pack_Years": 32.42552609 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.88548737, + "Tumor_Location": 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119.1370412, + "Alanine_Aminotransferase_Level": 16.60993496, + "Aspartate_Aminotransferase_Level": 41.66397349, + "Creatinine_Level": 0.579634437, + "LDH_Level": 107.1309954, + "Calcium_Level": 8.775337607, + "Phosphorus_Level": 4.899311618, + "Glucose_Level": 148.2282764, + "Potassium_Level": 3.870055537, + "Sodium_Level": 138.9009364, + "Smoking_Pack_Years": 53.34319176 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.71612955, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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153.4863199, + "Calcium_Level": 8.609764228, + "Phosphorus_Level": 4.562587406, + "Glucose_Level": 109.8970285, + "Potassium_Level": 3.611946907, + "Sodium_Level": 137.0625357, + "Smoking_Pack_Years": 84.36815396 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.56439683, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.00900852, + "White_Blood_Cell_Count": 8.431970913, + 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"Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.15523569, + "White_Blood_Cell_Count": 8.741331947, + "Platelet_Count": 303.1811472, + "Albumin_Level": 4.979069825, + "Alkaline_Phosphatase_Level": 98.62426143, + "Alanine_Aminotransferase_Level": 32.99182788, + "Aspartate_Aminotransferase_Level": 18.06969172, + "Creatinine_Level": 1.132082745, + "LDH_Level": 161.9787754, + "Calcium_Level": 8.542174348, + "Phosphorus_Level": 2.615222882, + "Glucose_Level": 99.82034836, + "Potassium_Level": 3.723013596, + "Sodium_Level": 143.2382979, + "Smoking_Pack_Years": 77.33456128 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.0319355, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.10560933, + "White_Blood_Cell_Count": 8.479565249, + "Platelet_Count": 242.0827611, + "Albumin_Level": 3.945836679, + "Alkaline_Phosphatase_Level": 31.11494961, + "Alanine_Aminotransferase_Level": 39.73443658, + "Aspartate_Aminotransferase_Level": 32.93803929, + "Creatinine_Level": 1.037302928, + "LDH_Level": 224.7643556, + "Calcium_Level": 10.31033067, + "Phosphorus_Level": 2.82153997, + "Glucose_Level": 103.462093, + "Potassium_Level": 3.6959516, + "Sodium_Level": 143.8154069, + "Smoking_Pack_Years": 22.21113482 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.80637512, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.40331023, + "White_Blood_Cell_Count": 7.038002858, + "Platelet_Count": 305.3504247, + "Albumin_Level": 3.12600221, + "Alkaline_Phosphatase_Level": 103.1707986, + "Alanine_Aminotransferase_Level": 12.30309771, + "Aspartate_Aminotransferase_Level": 36.68945241, + "Creatinine_Level": 1.411210606, + "LDH_Level": 206.307293, 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.18065958, + "White_Blood_Cell_Count": 8.070580661, + "Platelet_Count": 355.4139569, + "Albumin_Level": 4.144935642, + "Alkaline_Phosphatase_Level": 78.43873044, + "Alanine_Aminotransferase_Level": 17.78857263, + "Aspartate_Aminotransferase_Level": 36.51448633, + "Creatinine_Level": 0.687839658, + "LDH_Level": 192.2066494, + "Calcium_Level": 8.289000778, + "Phosphorus_Level": 4.596857341, + "Glucose_Level": 96.744016, + "Potassium_Level": 3.877896816, + "Sodium_Level": 143.3453714, + "Smoking_Pack_Years": 61.67204406 + }, + { + "Age": 47, + "Gender": 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"LDH_Level": 215.8085505, + "Calcium_Level": 9.170558874, + "Phosphorus_Level": 4.191221964, + "Glucose_Level": 96.19557514, + "Potassium_Level": 4.606966631, + "Sodium_Level": 139.5695631, + "Smoking_Pack_Years": 4.142038633 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.60139894, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.96530939, + "White_Blood_Cell_Count": 6.096674166, 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.26417053, + "White_Blood_Cell_Count": 6.02774279, + "Platelet_Count": 341.8809616, + "Albumin_Level": 4.698860223, + "Alkaline_Phosphatase_Level": 88.04711999, + "Alanine_Aminotransferase_Level": 8.911799945, + "Aspartate_Aminotransferase_Level": 31.0544513, + "Creatinine_Level": 1.198478539, + "LDH_Level": 163.3309816, + "Calcium_Level": 10.4508284, + "Phosphorus_Level": 3.867219348, + "Glucose_Level": 78.75857184, + "Potassium_Level": 4.620738424, + "Sodium_Level": 142.0211779, + "Smoking_Pack_Years": 8.969765159 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.45455912, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.29583805, + "White_Blood_Cell_Count": 3.790599266, + "Platelet_Count": 244.8106934, + "Albumin_Level": 3.778561551, + "Alkaline_Phosphatase_Level": 96.2645059, + "Alanine_Aminotransferase_Level": 15.53630384, + "Aspartate_Aminotransferase_Level": 44.0409403, + "Creatinine_Level": 0.968834962, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.52500685, + "White_Blood_Cell_Count": 7.243712758, + "Platelet_Count": 384.6271809, + "Albumin_Level": 3.95833814, + "Alkaline_Phosphatase_Level": 108.7953624, + "Alanine_Aminotransferase_Level": 11.57387236, + "Aspartate_Aminotransferase_Level": 10.58658938, + "Creatinine_Level": 0.709158283, + "LDH_Level": 228.7887777, + "Calcium_Level": 9.683989233, + "Phosphorus_Level": 3.159858823, + "Glucose_Level": 114.7712396, + "Potassium_Level": 4.988847277, + "Sodium_Level": 143.2294895, + "Smoking_Pack_Years": 77.81345874 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.31170395, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African 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17.39101618, + "Creatinine_Level": 1.428483424, + "LDH_Level": 191.3176914, + "Calcium_Level": 9.118561148, + "Phosphorus_Level": 4.563090111, + "Glucose_Level": 79.52496504, + "Potassium_Level": 4.905963697, + "Sodium_Level": 137.870612, + "Smoking_Pack_Years": 33.89917624 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.87467723, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.58980125, + "White_Blood_Cell_Count": 8.489256031, + "Platelet_Count": 300.2261214, + "Albumin_Level": 3.55034715, + "Alkaline_Phosphatase_Level": 33.27208645, + "Alanine_Aminotransferase_Level": 30.06219158, + "Aspartate_Aminotransferase_Level": 31.04968465, + "Creatinine_Level": 1.033494734, + "LDH_Level": 198.6744005, + "Calcium_Level": 8.56157343, + "Phosphorus_Level": 3.528381269, + "Glucose_Level": 81.27783482, + "Potassium_Level": 4.029875449, + "Sodium_Level": 143.7999329, + "Smoking_Pack_Years": 55.59940417 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.32878558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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46.10912246, + "Creatinine_Level": 1.127484644, + "LDH_Level": 247.3031162, + "Calcium_Level": 8.756566972, + "Phosphorus_Level": 2.904440612, + "Glucose_Level": 82.01348553, + "Potassium_Level": 4.813040966, + "Sodium_Level": 136.1252316, + "Smoking_Pack_Years": 86.0600281 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.2673972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.92071804, + "White_Blood_Cell_Count": 6.400308678, + "Platelet_Count": 193.5452163, + "Albumin_Level": 4.151226407, + "Alkaline_Phosphatase_Level": 53.81937534, + "Alanine_Aminotransferase_Level": 36.94506725, + "Aspartate_Aminotransferase_Level": 13.86716656, + "Creatinine_Level": 1.242820953, + "LDH_Level": 214.3309781, + "Calcium_Level": 9.989877608, + "Phosphorus_Level": 4.029605825, + "Glucose_Level": 98.14265123, + "Potassium_Level": 4.809353009, + "Sodium_Level": 143.7893594, + "Smoking_Pack_Years": 26.34411193 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.85804986, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.93721742, + "White_Blood_Cell_Count": 4.852053203, + "Platelet_Count": 174.8809616, + "Albumin_Level": 4.481488578, + "Alkaline_Phosphatase_Level": 110.7821205, + "Alanine_Aminotransferase_Level": 25.29556254, + "Aspartate_Aminotransferase_Level": 47.74827036, + "Creatinine_Level": 0.916139771, + "LDH_Level": 170.3708349, + "Calcium_Level": 9.517998567, + "Phosphorus_Level": 4.489223835, + "Glucose_Level": 84.64375149, + "Potassium_Level": 4.539887371, + "Sodium_Level": 137.2997245, + "Smoking_Pack_Years": 88.2013657 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.42125121, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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3.961746765, + "Glucose_Level": 130.437117, + "Potassium_Level": 3.565699563, + "Sodium_Level": 138.9522786, + "Smoking_Pack_Years": 20.3097239 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.02771124, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.04968973, + "White_Blood_Cell_Count": 7.509291158, + "Platelet_Count": 313.8556579, + "Albumin_Level": 3.043595865, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.77993656, + "White_Blood_Cell_Count": 9.744444702, + "Platelet_Count": 341.0345921, + "Albumin_Level": 3.49829217, + "Alkaline_Phosphatase_Level": 39.35440358, + "Alanine_Aminotransferase_Level": 6.614021139, + "Aspartate_Aminotransferase_Level": 37.45040632, + "Creatinine_Level": 1.478939109, + "LDH_Level": 150.9767713, + "Calcium_Level": 8.208514066, + "Phosphorus_Level": 3.308889706, + "Glucose_Level": 144.651285, + "Potassium_Level": 3.821496874, + "Sodium_Level": 143.7089384, + "Smoking_Pack_Years": 13.79254249 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.07225929, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.29716136, + "White_Blood_Cell_Count": 5.850666943, + "Platelet_Count": 257.9854389, + "Albumin_Level": 3.693166285, + "Alkaline_Phosphatase_Level": 66.26958283, + "Alanine_Aminotransferase_Level": 29.51691921, + "Aspartate_Aminotransferase_Level": 43.038502, + "Creatinine_Level": 1.032824887, + "LDH_Level": 101.4957382, + "Calcium_Level": 9.389328555, + "Phosphorus_Level": 2.548733544, + "Glucose_Level": 90.25566195, + "Potassium_Level": 3.594815642, + "Sodium_Level": 135.7825134, + "Smoking_Pack_Years": 68.34462292 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.32566392, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.69687891, + "White_Blood_Cell_Count": 8.918392192, + "Platelet_Count": 262.6907241, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.65364513, + "White_Blood_Cell_Count": 9.985599699, + "Platelet_Count": 299.2922076, + "Albumin_Level": 3.951783979, + "Alkaline_Phosphatase_Level": 36.19358212, + "Alanine_Aminotransferase_Level": 26.11315836, + "Aspartate_Aminotransferase_Level": 38.9761741, + "Creatinine_Level": 1.246841176, + "LDH_Level": 154.3553267, + "Calcium_Level": 10.26060374, + "Phosphorus_Level": 2.812200382, + "Glucose_Level": 132.4168872, + "Potassium_Level": 3.524072727, + "Sodium_Level": 144.3766638, + "Smoking_Pack_Years": 17.86075389 + }, + { + "Age": 55, + "Gender": "Male", + 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.00488288, + "White_Blood_Cell_Count": 8.468339495, + "Platelet_Count": 362.2056796, + "Albumin_Level": 4.852844905, + "Alkaline_Phosphatase_Level": 100.3941781, + "Alanine_Aminotransferase_Level": 10.19770871, + "Aspartate_Aminotransferase_Level": 36.26265844, + "Creatinine_Level": 1.248927868, + "LDH_Level": 114.1174231, + "Calcium_Level": 9.111114767, + "Phosphorus_Level": 2.509612323, + "Glucose_Level": 86.14061209, + "Potassium_Level": 4.367226791, + "Sodium_Level": 142.6320092, + "Smoking_Pack_Years": 62.46598686 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.50565809, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.37514141, + "White_Blood_Cell_Count": 8.617221198, + "Platelet_Count": 242.3113817, + "Albumin_Level": 3.920520748, + "Alkaline_Phosphatase_Level": 103.3228639, + "Alanine_Aminotransferase_Level": 30.48247159, + "Aspartate_Aminotransferase_Level": 15.48518261, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.5424918, + "White_Blood_Cell_Count": 3.856809822, + "Platelet_Count": 224.9314117, + "Albumin_Level": 3.718433539, + "Alkaline_Phosphatase_Level": 51.28129603, + "Alanine_Aminotransferase_Level": 11.74278208, + "Aspartate_Aminotransferase_Level": 35.88328077, + "Creatinine_Level": 0.502972199, + "LDH_Level": 170.247202, + "Calcium_Level": 8.603927223, + "Phosphorus_Level": 4.059678705, + "Glucose_Level": 104.9511164, + "Potassium_Level": 4.538858646, + "Sodium_Level": 138.1352696, + "Smoking_Pack_Years": 43.55384979 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.02688471, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.81694576, + "White_Blood_Cell_Count": 9.748192371, + "Platelet_Count": 216.3084656, + "Albumin_Level": 3.423407014, + "Alkaline_Phosphatase_Level": 100.0690461, + "Alanine_Aminotransferase_Level": 31.88599699, + "Aspartate_Aminotransferase_Level": 21.13161958, + "Creatinine_Level": 0.680547205, + "LDH_Level": 114.5317278, + "Calcium_Level": 8.694920601, + "Phosphorus_Level": 3.630965118, + "Glucose_Level": 87.15251368, + "Potassium_Level": 3.673069105, + "Sodium_Level": 143.0447288, + "Smoking_Pack_Years": 36.73527126 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.58076586, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.93965308, + "White_Blood_Cell_Count": 7.777877459, + "Platelet_Count": 151.5507252, + "Albumin_Level": 4.993513212, + "Alkaline_Phosphatase_Level": 58.63581739, + "Alanine_Aminotransferase_Level": 25.91666364, + "Aspartate_Aminotransferase_Level": 33.03272569, + "Creatinine_Level": 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49.02549052 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.36924051, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.97716241, + "White_Blood_Cell_Count": 6.42208314, + "Platelet_Count": 234.0214403, + "Albumin_Level": 4.068724672, + "Alkaline_Phosphatase_Level": 108.626662, + "Alanine_Aminotransferase_Level": 30.31630295, + "Aspartate_Aminotransferase_Level": 14.97724104, + "Creatinine_Level": 0.96460336, + "LDH_Level": 190.6431662, + "Calcium_Level": 9.018449264, + "Phosphorus_Level": 4.129735456, + "Glucose_Level": 82.06896795, + "Potassium_Level": 4.70729376, + "Sodium_Level": 144.2476204, + "Smoking_Pack_Years": 69.9467191 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.60217784, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.38356216, + "White_Blood_Cell_Count": 4.017157186, + "Platelet_Count": 222.2337832, + "Albumin_Level": 3.75962304, + "Alkaline_Phosphatase_Level": 81.84879778, + "Alanine_Aminotransferase_Level": 25.448919, + "Aspartate_Aminotransferase_Level": 43.72669358, + "Creatinine_Level": 0.586579692, + "LDH_Level": 104.2935171, + "Calcium_Level": 8.100463667, + "Phosphorus_Level": 4.681825438, + "Glucose_Level": 70.10568091, + "Potassium_Level": 3.92191725, + "Sodium_Level": 136.9695712, + "Smoking_Pack_Years": 25.94829452 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.94748342, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 20.40726369, + "Creatinine_Level": 0.948140907, + "LDH_Level": 148.4063061, + "Calcium_Level": 8.268426, + "Phosphorus_Level": 3.390124005, + "Glucose_Level": 118.9820516, + "Potassium_Level": 4.832076147, + "Sodium_Level": 139.4381059, + "Smoking_Pack_Years": 19.17013685 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.983078, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 80, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.54227786, + "White_Blood_Cell_Count": 7.588866337, + "Platelet_Count": 433.2775038, + "Albumin_Level": 4.945001811, + "Alkaline_Phosphatase_Level": 63.06602876, + "Alanine_Aminotransferase_Level": 32.19036626, + "Aspartate_Aminotransferase_Level": 36.70953894, + "Creatinine_Level": 0.91569038, + "LDH_Level": 109.3146178, + "Calcium_Level": 10.1976082, + "Phosphorus_Level": 3.842666374, + "Glucose_Level": 93.85732114, + "Potassium_Level": 4.698061392, + "Sodium_Level": 137.2912881, + "Smoking_Pack_Years": 85.75660584 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.39044773, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Alanine_Aminotransferase_Level": 24.73595046, + "Aspartate_Aminotransferase_Level": 17.10339264, + "Creatinine_Level": 1.087968572, + "LDH_Level": 222.1361643, + "Calcium_Level": 8.607630097, + "Phosphorus_Level": 4.18451868, + "Glucose_Level": 97.20586302, + "Potassium_Level": 4.84929847, + "Sodium_Level": 141.5275601, + "Smoking_Pack_Years": 23.2700781 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.40348459, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.53231284, + "White_Blood_Cell_Count": 9.218508397, + "Platelet_Count": 389.3707261, + "Albumin_Level": 3.639386631, + "Alkaline_Phosphatase_Level": 95.11132611, + "Alanine_Aminotransferase_Level": 13.82092396, + "Aspartate_Aminotransferase_Level": 19.59075509, + "Creatinine_Level": 0.648276131, + "LDH_Level": 140.2104778, + "Calcium_Level": 10.46755645, + "Phosphorus_Level": 3.660560023, + "Glucose_Level": 89.60314977, + "Potassium_Level": 4.290490199, + "Sodium_Level": 137.5688564, + "Smoking_Pack_Years": 64.35849387 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.30926949, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.64391219, + "White_Blood_Cell_Count": 4.73638432, + "Platelet_Count": 228.9085262, + "Albumin_Level": 4.694421773, + "Alkaline_Phosphatase_Level": 91.08757233, + "Alanine_Aminotransferase_Level": 20.62872697, + "Aspartate_Aminotransferase_Level": 49.68394803, + "Creatinine_Level": 0.871263581, + "LDH_Level": 219.1114495, + "Calcium_Level": 8.846829432, + "Phosphorus_Level": 3.917443937, + "Glucose_Level": 135.4719635, + "Potassium_Level": 4.096183645, + "Sodium_Level": 141.4052697, + "Smoking_Pack_Years": 46.8817479 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.36870295, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.73606306, + "White_Blood_Cell_Count": 9.932550422, + "Platelet_Count": 228.3833239, + "Albumin_Level": 4.35718005, + "Alkaline_Phosphatase_Level": 82.83572923, + "Alanine_Aminotransferase_Level": 38.64716721, + "Aspartate_Aminotransferase_Level": 40.57083315, + "Creatinine_Level": 1.415893442, + "LDH_Level": 123.8994505, + "Calcium_Level": 10.4540854, + "Phosphorus_Level": 4.34550534, + "Glucose_Level": 89.23180185, + "Potassium_Level": 4.600257984, + "Sodium_Level": 138.3689353, + "Smoking_Pack_Years": 59.823162 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.21528256, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.64122651, + "White_Blood_Cell_Count": 7.270635668, + "Platelet_Count": 181.1377766, + "Albumin_Level": 4.036630488, + "Alkaline_Phosphatase_Level": 84.04371305, + "Alanine_Aminotransferase_Level": 20.97381444, + "Aspartate_Aminotransferase_Level": 29.5111327, + "Creatinine_Level": 1.061405476, + "LDH_Level": 199.3332568, + "Calcium_Level": 9.045512673, + "Phosphorus_Level": 3.304144419, + "Glucose_Level": 108.7530299, + "Potassium_Level": 3.965639206, + "Sodium_Level": 141.4253925, + "Smoking_Pack_Years": 72.64168652 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.97813212, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.47545233, + "White_Blood_Cell_Count": 4.280798112, + "Platelet_Count": 321.4953725, + "Albumin_Level": 3.464941451, + "Alkaline_Phosphatase_Level": 77.65956892, + "Alanine_Aminotransferase_Level": 23.77971161, + "Aspartate_Aminotransferase_Level": 46.61457855, + "Creatinine_Level": 0.887038216, + "LDH_Level": 102.3291844, + "Calcium_Level": 9.638061381, + "Phosphorus_Level": 2.744549276, + "Glucose_Level": 126.8045046, + "Potassium_Level": 4.452135187, + "Sodium_Level": 141.7827337, + "Smoking_Pack_Years": 0.899395896 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.53038909, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.75565196, + "White_Blood_Cell_Count": 5.377349452, + "Platelet_Count": 381.8030763, + "Albumin_Level": 4.539821925, + "Alkaline_Phosphatase_Level": 107.5443734, + "Alanine_Aminotransferase_Level": 31.08745233, + "Aspartate_Aminotransferase_Level": 16.7830823, + "Creatinine_Level": 0.854425293, + "LDH_Level": 213.3491746, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.59487521, + "White_Blood_Cell_Count": 8.40506967, + "Platelet_Count": 211.1859782, + "Albumin_Level": 4.465766968, + "Alkaline_Phosphatase_Level": 112.6236742, + "Alanine_Aminotransferase_Level": 29.72861235, + "Aspartate_Aminotransferase_Level": 37.93221536, + "Creatinine_Level": 1.09480766, + "LDH_Level": 208.0242498, + "Calcium_Level": 9.183104669, + "Phosphorus_Level": 4.022869944, + "Glucose_Level": 90.67405124, + "Potassium_Level": 4.160810244, + "Sodium_Level": 136.453749, + "Smoking_Pack_Years": 9.678114219 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.16107199, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African 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48.23767961 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.91541645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.74347523, + "White_Blood_Cell_Count": 8.665188449, + "Platelet_Count": 210.4228459, + "Albumin_Level": 4.888440932, + "Alkaline_Phosphatase_Level": 116.7001079, + "Alanine_Aminotransferase_Level": 13.19461082, + "Aspartate_Aminotransferase_Level": 33.65996612, + "Creatinine_Level": 0.638849639, + "LDH_Level": 131.9399981, + "Calcium_Level": 9.476611197, + "Phosphorus_Level": 4.253643191, + "Glucose_Level": 82.96692174, + "Potassium_Level": 3.778699363, + "Sodium_Level": 143.3843047, + "Smoking_Pack_Years": 51.31509614 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.66988808, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.42054966, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.65321521, + "White_Blood_Cell_Count": 5.286152367, + "Platelet_Count": 372.507071, + "Albumin_Level": 3.339497556, + "Alkaline_Phosphatase_Level": 110.2778141, + "Alanine_Aminotransferase_Level": 37.51170772, + "Aspartate_Aminotransferase_Level": 40.64510349, + "Creatinine_Level": 0.660243434, + "LDH_Level": 187.0654603, + "Calcium_Level": 8.185396965, + "Phosphorus_Level": 3.229826409, + "Glucose_Level": 105.5348847, + "Potassium_Level": 3.838250118, + "Sodium_Level": 137.4103864, + "Smoking_Pack_Years": 26.07819506 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.65234218, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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135.1829922, + "Smoking_Pack_Years": 4.257990968 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.47530882, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.39221372, + "White_Blood_Cell_Count": 4.893554831, + "Platelet_Count": 245.8264742, + "Albumin_Level": 4.493524968, + "Alkaline_Phosphatase_Level": 48.53741438, + "Alanine_Aminotransferase_Level": 26.55785211, + 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"Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.75253397, + "White_Blood_Cell_Count": 4.496441608, + "Platelet_Count": 432.2238829, + "Albumin_Level": 4.690186503, + "Alkaline_Phosphatase_Level": 33.5110868, + "Alanine_Aminotransferase_Level": 16.50328007, + "Aspartate_Aminotransferase_Level": 15.53068384, + "Creatinine_Level": 1.118593224, + "LDH_Level": 101.7948883, + "Calcium_Level": 9.591828693, + "Phosphorus_Level": 3.230126634, + "Glucose_Level": 75.53314044, + "Potassium_Level": 4.311735798, + "Sodium_Level": 144.6521779, + "Smoking_Pack_Years": 66.23524464 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.18395678, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.64852609, + "White_Blood_Cell_Count": 7.507211415, + "Platelet_Count": 445.4191858, + "Albumin_Level": 3.41766609, + "Alkaline_Phosphatase_Level": 51.18845188, + "Alanine_Aminotransferase_Level": 9.639227091, + "Aspartate_Aminotransferase_Level": 42.71736505, + "Creatinine_Level": 0.502210528, + "LDH_Level": 206.967775, + "Calcium_Level": 10.42539973, + "Phosphorus_Level": 4.269692775, + "Glucose_Level": 104.9263567, + "Potassium_Level": 4.176904298, + "Sodium_Level": 137.0569836, + "Smoking_Pack_Years": 40.18977439 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.52327878, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.30641312, + "White_Blood_Cell_Count": 6.226141789, + "Platelet_Count": 270.5839124, + "Albumin_Level": 3.418795964, + "Alkaline_Phosphatase_Level": 52.45200758, + "Alanine_Aminotransferase_Level": 14.64720434, + "Aspartate_Aminotransferase_Level": 35.98737466, + "Creatinine_Level": 1.233916803, + "LDH_Level": 100.144249, + "Calcium_Level": 8.598000918, + "Phosphorus_Level": 4.785798732, + "Glucose_Level": 74.40661905, + "Potassium_Level": 4.610249369, + "Sodium_Level": 143.9459253, + "Smoking_Pack_Years": 17.71721346 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.26882961, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.94108271, + "White_Blood_Cell_Count": 6.255502062, + "Platelet_Count": 330.3010422, + "Albumin_Level": 4.215006988, + "Alkaline_Phosphatase_Level": 40.61978625, + "Alanine_Aminotransferase_Level": 13.08896238, + "Aspartate_Aminotransferase_Level": 33.07594166, + "Creatinine_Level": 0.679069104, + "LDH_Level": 138.8724444, + "Calcium_Level": 9.722428964, + "Phosphorus_Level": 4.574882078, + "Glucose_Level": 79.696263, + "Potassium_Level": 4.638145154, + "Sodium_Level": 135.5113699, + "Smoking_Pack_Years": 1.940768019 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.24906744, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.52616078, + "White_Blood_Cell_Count": 5.788983724, + "Platelet_Count": 345.3784319, + "Albumin_Level": 4.160197019, + "Alkaline_Phosphatase_Level": 87.92724906, + "Alanine_Aminotransferase_Level": 9.098151571, + "Aspartate_Aminotransferase_Level": 41.40406828, + "Creatinine_Level": 1.384234617, + "LDH_Level": 108.0726889, + "Calcium_Level": 9.908584914, + "Phosphorus_Level": 4.263374975, + "Glucose_Level": 79.72254527, + "Potassium_Level": 3.980131311, + "Sodium_Level": 143.8676071, + "Smoking_Pack_Years": 60.61833986 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.39752954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.24308993, + "White_Blood_Cell_Count": 9.80252197, + "Platelet_Count": 448.3535813, + "Albumin_Level": 4.555721817, + "Alkaline_Phosphatase_Level": 103.3115131, + "Alanine_Aminotransferase_Level": 39.14541542, + "Aspartate_Aminotransferase_Level": 25.90476059, + "Creatinine_Level": 0.542103333, + "LDH_Level": 140.7603318, + "Calcium_Level": 8.014411063, + "Phosphorus_Level": 3.341905651, + "Glucose_Level": 100.6307645, + "Potassium_Level": 4.323554977, + "Sodium_Level": 135.5474664, + "Smoking_Pack_Years": 39.21117202 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.11824537, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.17817818, + "White_Blood_Cell_Count": 5.892366586, + "Platelet_Count": 219.533832, + "Albumin_Level": 3.947710436, + "Alkaline_Phosphatase_Level": 63.00472139, + "Alanine_Aminotransferase_Level": 36.6824176, + "Aspartate_Aminotransferase_Level": 44.77645179, + "Creatinine_Level": 1.434453327, + "LDH_Level": 239.7346607, + "Calcium_Level": 9.05336501, + "Phosphorus_Level": 3.702915824, + "Glucose_Level": 113.4820355, + "Potassium_Level": 3.622193968, + "Sodium_Level": 137.786871, + "Smoking_Pack_Years": 6.370028648 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.82082816, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.8816156, + "White_Blood_Cell_Count": 9.521707036, + "Platelet_Count": 430.8183912, + "Albumin_Level": 3.897294434, + "Alkaline_Phosphatase_Level": 41.4286926, + "Alanine_Aminotransferase_Level": 24.98310172, + "Aspartate_Aminotransferase_Level": 39.69869983, + "Creatinine_Level": 0.984953559, + "LDH_Level": 179.9444757, + "Calcium_Level": 9.068423124, + "Phosphorus_Level": 3.690352321, + "Glucose_Level": 110.9361071, + "Potassium_Level": 4.036056088, + "Sodium_Level": 139.950964, + "Smoking_Pack_Years": 77.81898803 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.51488051, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.99949266, + "White_Blood_Cell_Count": 4.461742263, + "Platelet_Count": 438.6271151, + "Albumin_Level": 3.513866035, + "Alkaline_Phosphatase_Level": 70.63511097, + "Alanine_Aminotransferase_Level": 7.153336477, + "Aspartate_Aminotransferase_Level": 33.04185486, + "Creatinine_Level": 1.308815366, + "LDH_Level": 208.979433, + "Calcium_Level": 9.420365802, + "Phosphorus_Level": 3.418728562, + "Glucose_Level": 123.2160209, + "Potassium_Level": 4.063446088, + "Sodium_Level": 135.4492266, + "Smoking_Pack_Years": 99.60364466 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.38895123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.36060755, + "White_Blood_Cell_Count": 5.622585369, + "Platelet_Count": 252.3191429, + "Albumin_Level": 3.588096637, + "Alkaline_Phosphatase_Level": 49.60205872, + "Alanine_Aminotransferase_Level": 21.48393993, + "Aspartate_Aminotransferase_Level": 43.55790705, + "Creatinine_Level": 1.302526294, + "LDH_Level": 158.1466923, + "Calcium_Level": 8.681861197, + "Phosphorus_Level": 2.509113648, + "Glucose_Level": 135.034942, + "Potassium_Level": 4.356855186, + "Sodium_Level": 139.8515461, + "Smoking_Pack_Years": 38.7072157 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.39608332, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.48002641, + "White_Blood_Cell_Count": 7.804111959, + "Platelet_Count": 255.1700479, + "Albumin_Level": 4.786457112, + "Alkaline_Phosphatase_Level": 64.08597628, + "Alanine_Aminotransferase_Level": 5.44467222, + "Aspartate_Aminotransferase_Level": 48.71005056, + "Creatinine_Level": 1.279415796, + "LDH_Level": 161.608148, + "Calcium_Level": 9.777164097, + "Phosphorus_Level": 2.632993042, + "Glucose_Level": 134.8061976, + "Potassium_Level": 4.769201773, + "Sodium_Level": 144.0618947, + "Smoking_Pack_Years": 88.27424338 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.45284517, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.15464707, + "White_Blood_Cell_Count": 4.473574011, + "Platelet_Count": 260.8667262, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.96862643, + "White_Blood_Cell_Count": 9.363751143, + "Platelet_Count": 433.1272599, + "Albumin_Level": 4.715559272, + "Alkaline_Phosphatase_Level": 54.41001485, + "Alanine_Aminotransferase_Level": 30.65084532, + "Aspartate_Aminotransferase_Level": 42.06729644, + "Creatinine_Level": 0.610690983, + "LDH_Level": 111.4625549, + "Calcium_Level": 8.460523227, + "Phosphorus_Level": 3.449196317, + "Glucose_Level": 144.6248833, + "Potassium_Level": 3.812904899, + "Sodium_Level": 143.1351912, + "Smoking_Pack_Years": 68.16956417 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": 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"Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.53523743, + "White_Blood_Cell_Count": 4.67098696, + "Platelet_Count": 393.6944165, + "Albumin_Level": 4.170638621, + "Alkaline_Phosphatase_Level": 105.486631, + "Alanine_Aminotransferase_Level": 28.7274583, + "Aspartate_Aminotransferase_Level": 34.79955492, + "Creatinine_Level": 0.946733095, + "LDH_Level": 230.0242061, + "Calcium_Level": 8.11227772, + "Phosphorus_Level": 3.860132101, + "Glucose_Level": 146.8186676, + "Potassium_Level": 4.028331654, + "Sodium_Level": 144.900094, + "Smoking_Pack_Years": 77.27549179 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.54482036, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.35402933, + "White_Blood_Cell_Count": 7.173639605, + "Platelet_Count": 158.3251337, + "Albumin_Level": 4.9346106, + "Alkaline_Phosphatase_Level": 55.34744689, + "Alanine_Aminotransferase_Level": 36.52472087, + "Aspartate_Aminotransferase_Level": 37.13188764, + "Creatinine_Level": 1.267999416, + "LDH_Level": 149.1066643, + "Calcium_Level": 8.050761167, + "Phosphorus_Level": 3.082106387, + "Glucose_Level": 125.3882662, + "Potassium_Level": 3.673296167, + "Sodium_Level": 138.5889065, + "Smoking_Pack_Years": 42.54292354 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": 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10.35347979, + "Phosphorus_Level": 4.02416127, + "Glucose_Level": 118.0456142, + "Potassium_Level": 4.563519261, + "Sodium_Level": 144.9719064, + "Smoking_Pack_Years": 14.3744828 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.9349388, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.12664714, + "White_Blood_Cell_Count": 7.888906938, + "Platelet_Count": 192.3716269, + 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+ "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.65620138, + "White_Blood_Cell_Count": 9.087825061, + "Platelet_Count": 433.84697, + "Albumin_Level": 4.327809161, + "Alkaline_Phosphatase_Level": 88.95988587, + "Alanine_Aminotransferase_Level": 19.58671395, + "Aspartate_Aminotransferase_Level": 38.84721685, + "Creatinine_Level": 0.943188322, + "LDH_Level": 118.8354238, + "Calcium_Level": 8.190427901, + "Phosphorus_Level": 2.614104277, + "Glucose_Level": 124.4106797, + "Potassium_Level": 3.75479138, + "Sodium_Level": 137.3932144, + "Smoking_Pack_Years": 60.68046946 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.18120865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.91732794, + "White_Blood_Cell_Count": 6.357739598, + "Platelet_Count": 347.0387238, + "Albumin_Level": 4.760117716, + "Alkaline_Phosphatase_Level": 45.85212826, + "Alanine_Aminotransferase_Level": 37.02667057, + "Aspartate_Aminotransferase_Level": 47.48694347, + "Creatinine_Level": 0.812682963, + "LDH_Level": 151.9788168, + "Calcium_Level": 10.38357978, + "Phosphorus_Level": 4.381546648, + "Glucose_Level": 117.5091339, + "Potassium_Level": 4.893199156, + "Sodium_Level": 139.8786825, + "Smoking_Pack_Years": 38.68380723 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.52129933, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.53507292, + "White_Blood_Cell_Count": 8.217816738, + "Platelet_Count": 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"Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.39070962, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.66440962, + "White_Blood_Cell_Count": 8.660720499, + "Platelet_Count": 252.8869631, + "Albumin_Level": 3.289549483, + "Alkaline_Phosphatase_Level": 97.09821067, + "Alanine_Aminotransferase_Level": 27.53905576, + "Aspartate_Aminotransferase_Level": 39.03936696, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.08072674, + "White_Blood_Cell_Count": 6.086119216, + "Platelet_Count": 204.0662544, + "Albumin_Level": 3.847560377, + "Alkaline_Phosphatase_Level": 101.974368, + "Alanine_Aminotransferase_Level": 26.29410913, + "Aspartate_Aminotransferase_Level": 47.89498727, + "Creatinine_Level": 1.042433167, + "LDH_Level": 194.486239, + "Calcium_Level": 9.047189971, + "Phosphorus_Level": 4.229946508, + "Glucose_Level": 72.6785603, + "Potassium_Level": 3.759561549, + "Sodium_Level": 143.6148915, + "Smoking_Pack_Years": 88.77545168 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.4879792, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.92042706, + "White_Blood_Cell_Count": 7.505867891, + "Platelet_Count": 242.4502963, + "Albumin_Level": 4.388529261, + "Alkaline_Phosphatase_Level": 98.64594322, + "Alanine_Aminotransferase_Level": 39.26032543, + "Aspartate_Aminotransferase_Level": 11.81419823, + "Creatinine_Level": 1.077884223, + "LDH_Level": 149.7970682, + "Calcium_Level": 8.914958773, + "Phosphorus_Level": 4.055158021, + "Glucose_Level": 100.195469, + "Potassium_Level": 4.629405508, + "Sodium_Level": 143.4299644, + "Smoking_Pack_Years": 39.42582943 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.22079376, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.08179106, + "White_Blood_Cell_Count": 7.185596841, + "Platelet_Count": 265.1788043, + "Albumin_Level": 4.034736243, + "Alkaline_Phosphatase_Level": 39.01659277, + "Alanine_Aminotransferase_Level": 36.13561171, + "Aspartate_Aminotransferase_Level": 35.90812926, + "Creatinine_Level": 0.867011922, + "LDH_Level": 219.5706424, + "Calcium_Level": 8.99086615, + "Phosphorus_Level": 4.201818214, + "Glucose_Level": 129.1201484, + "Potassium_Level": 4.912156571, + "Sodium_Level": 139.2927195, + "Smoking_Pack_Years": 41.53920885 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.51669086, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", 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78.45137171, + "Alanine_Aminotransferase_Level": 9.888215946, + "Aspartate_Aminotransferase_Level": 17.1934821, + "Creatinine_Level": 1.293435227, + "LDH_Level": 155.5554247, + "Calcium_Level": 9.928690647, + "Phosphorus_Level": 4.812808266, + "Glucose_Level": 75.62343093, + "Potassium_Level": 4.673265404, + "Sodium_Level": 144.3123259, + "Smoking_Pack_Years": 80.66950896 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.12555587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.04369346, + "White_Blood_Cell_Count": 5.463578347, + "Platelet_Count": 438.0740246, + "Albumin_Level": 4.215651858, + "Alkaline_Phosphatase_Level": 107.1891733, + "Alanine_Aminotransferase_Level": 25.6966447, + "Aspartate_Aminotransferase_Level": 41.76771755, + "Creatinine_Level": 0.51999892, + "LDH_Level": 206.1463703, + "Calcium_Level": 8.845184819, + "Phosphorus_Level": 3.180523153, + "Glucose_Level": 114.4223746, + "Potassium_Level": 4.384183742, + "Sodium_Level": 139.0599099, + "Smoking_Pack_Years": 93.74003572 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.54147584, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.68092191, + "White_Blood_Cell_Count": 5.639642914, + "Platelet_Count": 281.8089697, + "Albumin_Level": 3.768350024, + "Alkaline_Phosphatase_Level": 73.39376786, + "Alanine_Aminotransferase_Level": 23.36742443, + "Aspartate_Aminotransferase_Level": 34.36023496, + "Creatinine_Level": 0.661842926, + "LDH_Level": 143.5345317, + "Calcium_Level": 9.725455651, + "Phosphorus_Level": 2.822385151, + "Glucose_Level": 113.8982552, + "Potassium_Level": 3.997861507, + "Sodium_Level": 143.2557228, + "Smoking_Pack_Years": 44.03959002 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.97858969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.39580074, + "White_Blood_Cell_Count": 7.695471182, + "Platelet_Count": 220.7981286, + "Albumin_Level": 4.362011331, + "Alkaline_Phosphatase_Level": 115.1215293, + "Alanine_Aminotransferase_Level": 31.59513739, + "Aspartate_Aminotransferase_Level": 48.67952556, + "Creatinine_Level": 1.094379443, + "LDH_Level": 226.8443699, + "Calcium_Level": 9.469626129, + "Phosphorus_Level": 3.617075935, + "Glucose_Level": 96.34202821, + "Potassium_Level": 4.791964663, + "Sodium_Level": 142.3753754, + "Smoking_Pack_Years": 4.628543516 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.21487926, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.5211811, + "White_Blood_Cell_Count": 5.558054853, + "Platelet_Count": 366.2607243, + "Albumin_Level": 4.745091453, + "Alkaline_Phosphatase_Level": 63.94332366, + "Alanine_Aminotransferase_Level": 39.84913302, + "Aspartate_Aminotransferase_Level": 10.63142085, + "Creatinine_Level": 0.915823509, + "LDH_Level": 160.0228943, + "Calcium_Level": 8.204745448, + "Phosphorus_Level": 3.694016861, + "Glucose_Level": 94.36910255, + "Potassium_Level": 4.356686275, + "Sodium_Level": 143.4894612, + "Smoking_Pack_Years": 89.89303737 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.91785771, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.11979239, + "White_Blood_Cell_Count": 4.978070907, + "Platelet_Count": 325.5553099, + "Albumin_Level": 4.196376066, + "Alkaline_Phosphatase_Level": 30.11884591, + "Alanine_Aminotransferase_Level": 5.407812457, + "Aspartate_Aminotransferase_Level": 10.85727402, + "Creatinine_Level": 0.558576342, + "LDH_Level": 215.5456942, + "Calcium_Level": 8.634040265, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 63.73681457, + "Alanine_Aminotransferase_Level": 14.08002248, + "Aspartate_Aminotransferase_Level": 32.91721673, + "Creatinine_Level": 1.162271404, + "LDH_Level": 112.3214774, + "Calcium_Level": 10.39313931, + "Phosphorus_Level": 4.90663872, + "Glucose_Level": 70.70317485, + "Potassium_Level": 4.861162841, + "Sodium_Level": 138.9033311, + "Smoking_Pack_Years": 38.58389852 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.51252292, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.51197391, + "White_Blood_Cell_Count": 8.655832354, + "Platelet_Count": 182.8158291, + "Albumin_Level": 3.260271433, + "Alkaline_Phosphatase_Level": 43.61693624, + "Alanine_Aminotransferase_Level": 11.61704908, + "Aspartate_Aminotransferase_Level": 16.68173065, + "Creatinine_Level": 0.658093416, + "LDH_Level": 139.7660284, + "Calcium_Level": 9.943586343, + "Phosphorus_Level": 2.699390277, + "Glucose_Level": 112.6928432, + "Potassium_Level": 4.417457078, + "Sodium_Level": 140.1638309, + "Smoking_Pack_Years": 91.76752128 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.774896316, + "Phosphorus_Level": 3.676141481, + "Glucose_Level": 95.20917304, + "Potassium_Level": 4.524775779, + "Sodium_Level": 136.5622969, + "Smoking_Pack_Years": 71.3261085 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.76144432, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.52275422, + "White_Blood_Cell_Count": 6.055589082, + "Platelet_Count": 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.59179552, + "White_Blood_Cell_Count": 6.675165075, + "Platelet_Count": 445.6602277, + "Albumin_Level": 3.265552681, + "Alkaline_Phosphatase_Level": 97.92045933, + "Alanine_Aminotransferase_Level": 22.03777959, + "Aspartate_Aminotransferase_Level": 40.64410809, + "Creatinine_Level": 0.560210966, + "LDH_Level": 109.2990547, + "Calcium_Level": 9.379955386, + "Phosphorus_Level": 4.298325414, + "Glucose_Level": 78.03290559, + "Potassium_Level": 4.460768803, + "Sodium_Level": 136.352646, + "Smoking_Pack_Years": 1.379671092 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.3163633, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.22169903, + "White_Blood_Cell_Count": 5.03044686, + "Platelet_Count": 262.6434834, + "Albumin_Level": 4.602249226, + "Alkaline_Phosphatase_Level": 72.66451921, + "Alanine_Aminotransferase_Level": 12.89368411, + "Aspartate_Aminotransferase_Level": 15.93883223, + "Creatinine_Level": 0.541378267, + "LDH_Level": 107.8971964, + "Calcium_Level": 8.667678859, + "Phosphorus_Level": 3.824394912, + "Glucose_Level": 76.69428057, + "Potassium_Level": 4.447535405, + "Sodium_Level": 140.5909338, + "Smoking_Pack_Years": 69.91951669 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.34062567, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.60223109, + "White_Blood_Cell_Count": 3.746208814, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.89671824, + "White_Blood_Cell_Count": 4.781426231, + "Platelet_Count": 272.5266815, + "Albumin_Level": 3.14418352, + "Alkaline_Phosphatase_Level": 86.37192522, + "Alanine_Aminotransferase_Level": 9.459900557, + "Aspartate_Aminotransferase_Level": 27.17962953, + "Creatinine_Level": 1.045923672, + "LDH_Level": 111.5774453, + "Calcium_Level": 8.743733004, + "Phosphorus_Level": 4.368137522, + "Glucose_Level": 117.9540355, + "Potassium_Level": 4.307254156, + "Sodium_Level": 142.0482305, + "Smoking_Pack_Years": 20.24746352 + }, + { + "Age": 44, + "Gender": "Male", 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"Calcium_Level": 9.65302528, + "Phosphorus_Level": 3.882507338, + "Glucose_Level": 112.3073043, + "Potassium_Level": 4.705655356, + "Sodium_Level": 140.1238559, + "Smoking_Pack_Years": 50.01881721 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.27495325, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.97885801, + "White_Blood_Cell_Count": 4.46043541, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.17887993, + "White_Blood_Cell_Count": 9.26149834, + "Platelet_Count": 182.7713531, + "Albumin_Level": 4.042036745, + "Alkaline_Phosphatase_Level": 79.95464353, + "Alanine_Aminotransferase_Level": 24.18655294, + "Aspartate_Aminotransferase_Level": 26.87768569, + "Creatinine_Level": 0.650766606, + "LDH_Level": 162.2967657, + "Calcium_Level": 10.18316868, + "Phosphorus_Level": 2.674219331, + "Glucose_Level": 133.3454059, + "Potassium_Level": 4.254261449, + "Sodium_Level": 143.6310406, + "Smoking_Pack_Years": 39.95983569 + }, + { + "Age": 39, + "Gender": "Male", 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190.0546191, + "Calcium_Level": 9.164893726, + "Phosphorus_Level": 4.595240307, + "Glucose_Level": 115.2848331, + "Potassium_Level": 4.960807912, + "Sodium_Level": 136.6205668, + "Smoking_Pack_Years": 82.47592147 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.62856218, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.83694325, + "White_Blood_Cell_Count": 3.988939362, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.78072459, + "White_Blood_Cell_Count": 8.972874914, + "Platelet_Count": 346.1093546, + "Albumin_Level": 4.359528015, + "Alkaline_Phosphatase_Level": 80.39809091, + "Alanine_Aminotransferase_Level": 36.46360693, + "Aspartate_Aminotransferase_Level": 28.59346006, + "Creatinine_Level": 0.927101044, + "LDH_Level": 171.9996455, + "Calcium_Level": 9.143042554, + "Phosphorus_Level": 3.572901682, + "Glucose_Level": 135.223264, + "Potassium_Level": 3.512089727, + "Sodium_Level": 137.0667608, + "Smoking_Pack_Years": 84.94181415 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.61096205, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.83987245, + "White_Blood_Cell_Count": 5.751256505, + "Platelet_Count": 183.073776, + "Albumin_Level": 3.543817927, + "Alkaline_Phosphatase_Level": 81.28199394, + "Alanine_Aminotransferase_Level": 34.60769297, + "Aspartate_Aminotransferase_Level": 14.45205871, + "Creatinine_Level": 1.425599362, + "LDH_Level": 192.0822755, + "Calcium_Level": 9.338738806, + "Phosphorus_Level": 3.899606763, + "Glucose_Level": 82.23391688, + "Potassium_Level": 4.596494997, + "Sodium_Level": 139.8727233, + "Smoking_Pack_Years": 84.94763173 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.78089781, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.22458064, + "White_Blood_Cell_Count": 6.944926672, + "Platelet_Count": 376.8654335, + "Albumin_Level": 3.370671639, + "Alkaline_Phosphatase_Level": 92.93584981, + "Alanine_Aminotransferase_Level": 37.10145936, + "Aspartate_Aminotransferase_Level": 37.30583974, + "Creatinine_Level": 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"White_Blood_Cell_Count": 6.236327062, + "Platelet_Count": 309.3361661, + "Albumin_Level": 4.070459625, + "Alkaline_Phosphatase_Level": 34.00791955, + "Alanine_Aminotransferase_Level": 31.6223914, + "Aspartate_Aminotransferase_Level": 16.41102727, + "Creatinine_Level": 0.656320598, + "LDH_Level": 230.4341978, + "Calcium_Level": 9.938512034, + "Phosphorus_Level": 4.649590291, + "Glucose_Level": 75.07416681, + "Potassium_Level": 4.887665079, + "Sodium_Level": 141.371193, + "Smoking_Pack_Years": 58.43089779 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.90063763, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.31587135, + "White_Blood_Cell_Count": 7.188406891, + "Platelet_Count": 405.6428251, + "Albumin_Level": 4.266377446, + "Alkaline_Phosphatase_Level": 115.9752507, + "Alanine_Aminotransferase_Level": 8.219767859, + "Aspartate_Aminotransferase_Level": 43.83892244, + "Creatinine_Level": 1.166320063, + "LDH_Level": 211.6959201, + "Calcium_Level": 9.392419137, + "Phosphorus_Level": 4.408084622, + "Glucose_Level": 71.12367735, + "Potassium_Level": 4.015986275, + "Sodium_Level": 137.5144795, + "Smoking_Pack_Years": 97.30136511 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.48919901, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.01313355, + "White_Blood_Cell_Count": 3.840488701, + "Platelet_Count": 296.7934441, + "Albumin_Level": 3.800530673, + "Alkaline_Phosphatase_Level": 102.1079017, + "Alanine_Aminotransferase_Level": 31.44405483, + "Aspartate_Aminotransferase_Level": 24.86336535, + "Creatinine_Level": 1.132141046, + "LDH_Level": 190.3362234, + "Calcium_Level": 8.1956411, + "Phosphorus_Level": 2.998795642, + "Glucose_Level": 141.8478807, + "Potassium_Level": 4.947086809, + "Sodium_Level": 141.9429149, + "Smoking_Pack_Years": 37.81534645 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.69401633, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.81914825, + "White_Blood_Cell_Count": 4.643244075, + "Platelet_Count": 240.3368443, + "Albumin_Level": 4.645409365, + "Alkaline_Phosphatase_Level": 51.63167898, + "Alanine_Aminotransferase_Level": 10.06301533, + "Aspartate_Aminotransferase_Level": 39.80225587, + "Creatinine_Level": 0.760198431, + "LDH_Level": 211.7386536, + "Calcium_Level": 8.038527629, + "Phosphorus_Level": 2.780474618, + "Glucose_Level": 133.5163912, + "Potassium_Level": 4.537173985, + "Sodium_Level": 143.6334474, + "Smoking_Pack_Years": 93.15806871 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.10399387, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.2579391, + "White_Blood_Cell_Count": 8.73100132, + "Platelet_Count": 254.7084814, + "Albumin_Level": 4.492264906, + "Alkaline_Phosphatase_Level": 64.01348392, + "Alanine_Aminotransferase_Level": 6.974302152, + "Aspartate_Aminotransferase_Level": 34.27649372, + "Creatinine_Level": 1.021576045, + "LDH_Level": 176.1964103, + "Calcium_Level": 9.982920407, + "Phosphorus_Level": 4.564203237, + "Glucose_Level": 94.96718505, + "Potassium_Level": 4.675702374, + "Sodium_Level": 144.1092599, + "Smoking_Pack_Years": 85.25009339 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.55202896, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.14157754, + "White_Blood_Cell_Count": 4.040925677, + "Platelet_Count": 317.2016002, + "Albumin_Level": 3.228281758, + "Alkaline_Phosphatase_Level": 67.80537449, + "Alanine_Aminotransferase_Level": 29.00848854, + "Aspartate_Aminotransferase_Level": 27.69981448, + "Creatinine_Level": 0.977524339, + "LDH_Level": 222.9056511, + "Calcium_Level": 9.301881672, + "Phosphorus_Level": 3.824664011, + "Glucose_Level": 71.04850368, + "Potassium_Level": 3.739636342, + "Sodium_Level": 144.5958485, + "Smoking_Pack_Years": 10.2214118 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.59170851, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.14592019, + "White_Blood_Cell_Count": 3.81859982, + "Platelet_Count": 420.1471253, + "Albumin_Level": 3.145755272, + "Alkaline_Phosphatase_Level": 77.76172158, + "Alanine_Aminotransferase_Level": 21.74592791, + "Aspartate_Aminotransferase_Level": 28.80885868, + "Creatinine_Level": 1.08966939, + "LDH_Level": 113.1035697, + "Calcium_Level": 10.23285298, + "Phosphorus_Level": 3.493172601, + "Glucose_Level": 138.8453712, + "Potassium_Level": 3.763607635, + "Sodium_Level": 135.9044369, + "Smoking_Pack_Years": 24.50709112 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.93883498, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.75522175, + "White_Blood_Cell_Count": 6.948796047, + "Platelet_Count": 207.6488293, + "Albumin_Level": 3.65829611, + "Alkaline_Phosphatase_Level": 111.3726587, + "Alanine_Aminotransferase_Level": 35.65105972, + "Aspartate_Aminotransferase_Level": 28.33505813, + "Creatinine_Level": 0.72519412, + "LDH_Level": 156.1694628, + "Calcium_Level": 9.114833988, + "Phosphorus_Level": 3.493091696, + "Glucose_Level": 73.36717722, + "Potassium_Level": 4.808242598, + "Sodium_Level": 140.5091994, + "Smoking_Pack_Years": 98.20398895 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.84369328, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.98330641, + "White_Blood_Cell_Count": 3.977849774, + "Platelet_Count": 278.2385591, + "Albumin_Level": 4.354870868, + "Alkaline_Phosphatase_Level": 48.88899031, + "Alanine_Aminotransferase_Level": 5.668539505, + "Aspartate_Aminotransferase_Level": 47.27727461, + "Creatinine_Level": 1.304888211, + "LDH_Level": 223.2881516, + "Calcium_Level": 10.00504853, + "Phosphorus_Level": 4.467716213, + "Glucose_Level": 100.2817115, + "Potassium_Level": 3.821430265, + "Sodium_Level": 141.3566057, + "Smoking_Pack_Years": 11.25239494 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.01363188, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.17520253, + "White_Blood_Cell_Count": 6.690749026, + "Platelet_Count": 434.4008383, + "Albumin_Level": 4.401540387, + "Alkaline_Phosphatase_Level": 66.46227757, + "Alanine_Aminotransferase_Level": 33.617336, + "Aspartate_Aminotransferase_Level": 31.77776998, + "Creatinine_Level": 1.181282161, + "LDH_Level": 150.4797627, + "Calcium_Level": 8.707527063, + "Phosphorus_Level": 4.296086592, + "Glucose_Level": 141.9439203, + "Potassium_Level": 4.310995479, + "Sodium_Level": 135.3755719, + "Smoking_Pack_Years": 17.1355075 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.4141094, + "Tumor_Location": "Lower 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"Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.85627722, + "White_Blood_Cell_Count": 5.005130611, + "Platelet_Count": 195.4848464, + "Albumin_Level": 3.511842944, + "Alkaline_Phosphatase_Level": 63.99148488, + "Alanine_Aminotransferase_Level": 35.66301813, + "Aspartate_Aminotransferase_Level": 21.08788897, + "Creatinine_Level": 0.999672325, + "LDH_Level": 129.3470687, + "Calcium_Level": 8.632574665, + "Phosphorus_Level": 4.005826377, + "Glucose_Level": 95.12802073, + "Potassium_Level": 3.500075985, + "Sodium_Level": 135.679956, + "Smoking_Pack_Years": 99.74031926 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.23519218, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.73692308, + "White_Blood_Cell_Count": 8.103915917, + "Platelet_Count": 256.9773621, + "Albumin_Level": 4.841420564, + "Alkaline_Phosphatase_Level": 70.96288501, + "Alanine_Aminotransferase_Level": 5.021151234, + "Aspartate_Aminotransferase_Level": 19.35991465, + "Creatinine_Level": 1.473906732, + "LDH_Level": 160.638719, + "Calcium_Level": 9.724290479, + "Phosphorus_Level": 4.732029456, + "Glucose_Level": 74.96719105, + "Potassium_Level": 3.596924757, + "Sodium_Level": 141.1236932, + "Smoking_Pack_Years": 97.6524264 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.13638684, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.90461523, + "White_Blood_Cell_Count": 6.275489457, + "Platelet_Count": 154.2210259, + "Albumin_Level": 4.959311156, + "Alkaline_Phosphatase_Level": 30.29559338, + "Alanine_Aminotransferase_Level": 26.22326127, + "Aspartate_Aminotransferase_Level": 29.90797362, + "Creatinine_Level": 1.109634705, + "LDH_Level": 179.0092985, + "Calcium_Level": 9.848173747, + "Phosphorus_Level": 2.70180406, + "Glucose_Level": 99.38476621, + "Potassium_Level": 3.804496663, + "Sodium_Level": 137.4764517, + "Smoking_Pack_Years": 39.0516492 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.72832016, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.46421729, + "White_Blood_Cell_Count": 5.205846149, + "Platelet_Count": 373.1608859, + "Albumin_Level": 4.534837453, + "Alkaline_Phosphatase_Level": 74.50342943, + "Alanine_Aminotransferase_Level": 27.57463061, + "Aspartate_Aminotransferase_Level": 43.64939996, + "Creatinine_Level": 0.744612905, + "LDH_Level": 213.9182848, + "Calcium_Level": 9.171025653, + "Phosphorus_Level": 2.893075895, + "Glucose_Level": 134.972927, + "Potassium_Level": 4.207105323, + "Sodium_Level": 136.5292631, + "Smoking_Pack_Years": 22.93959153 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.40309984, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.91999234, + "White_Blood_Cell_Count": 7.792241458, + "Platelet_Count": 387.8423245, + "Albumin_Level": 4.511015868, + "Alkaline_Phosphatase_Level": 33.34321422, + "Alanine_Aminotransferase_Level": 13.64965501, + "Aspartate_Aminotransferase_Level": 37.29790334, + "Creatinine_Level": 0.515932151, + "LDH_Level": 120.0018255, + "Calcium_Level": 9.185350578, + "Phosphorus_Level": 3.163987153, + "Glucose_Level": 73.10396869, + "Potassium_Level": 4.584814046, + "Sodium_Level": 142.5041329, + "Smoking_Pack_Years": 31.56233502 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.13681569, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.80773858, + "White_Blood_Cell_Count": 7.407922769, + "Platelet_Count": 232.2439577, + "Albumin_Level": 3.941281829, + "Alkaline_Phosphatase_Level": 87.82736045, + "Alanine_Aminotransferase_Level": 39.47213337, + "Aspartate_Aminotransferase_Level": 17.07616079, + "Creatinine_Level": 0.521747721, + "LDH_Level": 146.0183399, + "Calcium_Level": 9.3898473, + "Phosphorus_Level": 2.831260534, + "Glucose_Level": 90.87485816, + "Potassium_Level": 4.142920207, + "Sodium_Level": 138.805649, + "Smoking_Pack_Years": 83.1961761 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.01364064, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.50731718, + "White_Blood_Cell_Count": 6.572434178, + "Platelet_Count": 355.9176346, + "Albumin_Level": 4.399638246, + "Alkaline_Phosphatase_Level": 47.13066423, + "Alanine_Aminotransferase_Level": 26.09834698, + "Aspartate_Aminotransferase_Level": 49.81774893, + "Creatinine_Level": 0.588891147, + "LDH_Level": 152.6078524, + "Calcium_Level": 10.42386607, + "Phosphorus_Level": 3.707448738, + "Glucose_Level": 71.97717665, + "Potassium_Level": 3.564347049, + "Sodium_Level": 139.7745779, + "Smoking_Pack_Years": 82.52758572 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.73328737, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.1267608, + "White_Blood_Cell_Count": 7.327780005, + "Platelet_Count": 269.4839853, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.43903425, + "White_Blood_Cell_Count": 3.591097901, + "Platelet_Count": 313.757442, + "Albumin_Level": 3.277890239, + "Alkaline_Phosphatase_Level": 82.65203608, + "Alanine_Aminotransferase_Level": 19.06378996, + "Aspartate_Aminotransferase_Level": 28.13293932, + "Creatinine_Level": 1.104630141, + "LDH_Level": 171.2371856, + "Calcium_Level": 8.926695114, + "Phosphorus_Level": 4.058678092, + "Glucose_Level": 105.3953779, + "Potassium_Level": 4.949618278, + "Sodium_Level": 143.038218, + "Smoking_Pack_Years": 3.43146294 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.82963979, + "White_Blood_Cell_Count": 5.418822186, + "Platelet_Count": 362.2320974, + "Albumin_Level": 4.075021492, + "Alkaline_Phosphatase_Level": 80.78370042, + "Alanine_Aminotransferase_Level": 37.60816572, + "Aspartate_Aminotransferase_Level": 34.55002149, + "Creatinine_Level": 1.218575169, + "LDH_Level": 120.8445129, + "Calcium_Level": 10.0680517, + "Phosphorus_Level": 4.522637961, + "Glucose_Level": 105.5162354, + "Potassium_Level": 4.72356702, + "Sodium_Level": 137.3971235, + "Smoking_Pack_Years": 44.03615139 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.19627951, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.6191308, + "White_Blood_Cell_Count": 7.435232852, + "Platelet_Count": 378.7400351, + "Albumin_Level": 4.786881858, + "Alkaline_Phosphatase_Level": 48.59568938, + "Alanine_Aminotransferase_Level": 26.53340833, + "Aspartate_Aminotransferase_Level": 29.30056465, + "Creatinine_Level": 0.879711738, + "LDH_Level": 217.4866091, + "Calcium_Level": 8.200891217, + "Phosphorus_Level": 2.573062896, + "Glucose_Level": 86.74272405, + "Potassium_Level": 4.033265104, + "Sodium_Level": 135.1771982, + "Smoking_Pack_Years": 16.02830844 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.60023502, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.42582032, + "White_Blood_Cell_Count": 5.690296915, + "Platelet_Count": 321.7024187, + "Albumin_Level": 3.548808784, + "Alkaline_Phosphatase_Level": 105.2033083, + "Alanine_Aminotransferase_Level": 7.378203416, + "Aspartate_Aminotransferase_Level": 24.26025385, + "Creatinine_Level": 1.418195842, + "LDH_Level": 174.3351065, + "Calcium_Level": 8.031853167, + "Phosphorus_Level": 3.259944901, + "Glucose_Level": 80.1518902, + "Potassium_Level": 4.181817781, + "Sodium_Level": 138.6698918, + "Smoking_Pack_Years": 12.33207965 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.65508193, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.80667665, + "White_Blood_Cell_Count": 5.354892033, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.11013835, + "White_Blood_Cell_Count": 7.46594403, + "Platelet_Count": 275.0247095, + "Albumin_Level": 3.165596581, + "Alkaline_Phosphatase_Level": 88.3836002, + "Alanine_Aminotransferase_Level": 6.924506897, + "Aspartate_Aminotransferase_Level": 17.3605139, + "Creatinine_Level": 0.637306598, + "LDH_Level": 224.7923858, + "Calcium_Level": 9.631940437, + "Phosphorus_Level": 4.065953274, + "Glucose_Level": 95.93472301, + "Potassium_Level": 3.501260748, + "Sodium_Level": 142.3031689, + "Smoking_Pack_Years": 81.29865064 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.58765997, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.59238723, + "White_Blood_Cell_Count": 7.960454033, + "Platelet_Count": 210.1815386, + "Albumin_Level": 3.694797315, + "Alkaline_Phosphatase_Level": 53.53513832, + "Alanine_Aminotransferase_Level": 33.07702048, + "Aspartate_Aminotransferase_Level": 25.31215897, + "Creatinine_Level": 1.121914808, + "LDH_Level": 151.234734, + "Calcium_Level": 9.987866194, + "Phosphorus_Level": 3.023386435, + "Glucose_Level": 103.9971437, + "Potassium_Level": 4.146612349, + "Sodium_Level": 144.5961528, + "Smoking_Pack_Years": 13.44344068 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.82813242, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.04184094, + "White_Blood_Cell_Count": 9.945545204, + "Platelet_Count": 356.5769355, + "Albumin_Level": 3.81958726, + "Alkaline_Phosphatase_Level": 33.78338464, + "Alanine_Aminotransferase_Level": 12.83102688, + "Aspartate_Aminotransferase_Level": 37.8026253, + "Creatinine_Level": 0.758938642, + "LDH_Level": 102.4162325, + "Calcium_Level": 10.27961578, + "Phosphorus_Level": 4.183620877, + "Glucose_Level": 106.3660892, + "Potassium_Level": 3.58811595, + "Sodium_Level": 143.624726, + "Smoking_Pack_Years": 41.38394364 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.38393931, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.60717624, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.61650761, + "White_Blood_Cell_Count": 7.366642152, + "Platelet_Count": 184.3369996, + "Albumin_Level": 4.089743079, + "Alkaline_Phosphatase_Level": 56.8624563, + "Alanine_Aminotransferase_Level": 11.69562345, + "Aspartate_Aminotransferase_Level": 37.29753741, + "Creatinine_Level": 1.255102098, + "LDH_Level": 106.143296, + "Calcium_Level": 8.545028005, + "Phosphorus_Level": 2.706988885, + "Glucose_Level": 92.78627583, + "Potassium_Level": 3.624176878, + "Sodium_Level": 144.973379, + "Smoking_Pack_Years": 21.29899517 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.24281899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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135.3354504, + "Smoking_Pack_Years": 74.3085806 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.92857705, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.26723857, + "White_Blood_Cell_Count": 7.060389126, + "Platelet_Count": 338.2687423, + "Albumin_Level": 3.814546587, + "Alkaline_Phosphatase_Level": 114.8253347, + "Alanine_Aminotransferase_Level": 27.88496926, + "Aspartate_Aminotransferase_Level": 10.07600788, + "Creatinine_Level": 0.744311916, + "LDH_Level": 200.9697428, + "Calcium_Level": 9.220936515, + "Phosphorus_Level": 4.749419897, + "Glucose_Level": 127.4559039, + "Potassium_Level": 4.471028029, + "Sodium_Level": 137.4033749, + "Smoking_Pack_Years": 58.54735483 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.02201438, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 102, + 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"Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.25503855, + "White_Blood_Cell_Count": 6.256595323, + "Platelet_Count": 357.5666664, + "Albumin_Level": 3.720907435, + "Alkaline_Phosphatase_Level": 94.12858004, + "Alanine_Aminotransferase_Level": 18.41660739, + "Aspartate_Aminotransferase_Level": 13.59809394, + "Creatinine_Level": 0.86312873, + "LDH_Level": 136.434169, + "Calcium_Level": 9.653667104, + "Phosphorus_Level": 3.943134443, + "Glucose_Level": 84.15773092, + "Potassium_Level": 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"Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.22775575, + "White_Blood_Cell_Count": 3.919567504, + "Platelet_Count": 159.0204202, + "Albumin_Level": 4.607564712, + "Alkaline_Phosphatase_Level": 46.96910346, + "Alanine_Aminotransferase_Level": 12.88363177, + "Aspartate_Aminotransferase_Level": 21.67159764, + "Creatinine_Level": 1.10262706, + "LDH_Level": 245.3013851, + "Calcium_Level": 10.11853306, + "Phosphorus_Level": 4.2598697, + "Glucose_Level": 146.5892937, + "Potassium_Level": 4.516351732, + "Sodium_Level": 143.6646201, + "Smoking_Pack_Years": 66.5927154 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.07358586, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.26282778, + "White_Blood_Cell_Count": 4.057101518, + "Platelet_Count": 289.5941871, + "Albumin_Level": 3.042323333, + "Alkaline_Phosphatase_Level": 76.41289817, + "Alanine_Aminotransferase_Level": 9.373218827, + "Aspartate_Aminotransferase_Level": 18.95910024, + "Creatinine_Level": 1.113422797, + "LDH_Level": 131.0480407, + "Calcium_Level": 8.820927236, + "Phosphorus_Level": 4.507769958, + "Glucose_Level": 106.0241607, + "Potassium_Level": 4.005136458, + "Sodium_Level": 141.419631, + "Smoking_Pack_Years": 10.73327398 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.17716993, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.30935147, + "White_Blood_Cell_Count": 8.700799106, + "Platelet_Count": 367.8293588, + "Albumin_Level": 4.658153643, + "Alkaline_Phosphatase_Level": 68.71338148, + "Alanine_Aminotransferase_Level": 9.632475629, + "Aspartate_Aminotransferase_Level": 17.15275177, + "Creatinine_Level": 0.60514562, + "LDH_Level": 199.2694894, + "Calcium_Level": 9.059069557, + "Phosphorus_Level": 4.900710377, + "Glucose_Level": 101.2885279, + "Potassium_Level": 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"Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.54882743, + "White_Blood_Cell_Count": 5.38146013, + "Platelet_Count": 340.3812551, + "Albumin_Level": 4.197395378, + "Alkaline_Phosphatase_Level": 79.6592034, + "Alanine_Aminotransferase_Level": 18.49795293, + "Aspartate_Aminotransferase_Level": 31.29307492, + "Creatinine_Level": 1.369969074, + "LDH_Level": 123.8223726, + "Calcium_Level": 10.01450599, + "Phosphorus_Level": 2.658606224, + "Glucose_Level": 139.013071, + "Potassium_Level": 4.316027295, + "Sodium_Level": 136.2098608, + "Smoking_Pack_Years": 7.317530692 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.28624518, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.49923753, + "White_Blood_Cell_Count": 3.632775565, + "Platelet_Count": 399.2153278, + "Albumin_Level": 4.911276197, + "Alkaline_Phosphatase_Level": 82.24659769, + "Alanine_Aminotransferase_Level": 22.8076963, + "Aspartate_Aminotransferase_Level": 38.54234173, + "Creatinine_Level": 0.865395398, + "LDH_Level": 188.2620588, + "Calcium_Level": 9.01170194, + "Phosphorus_Level": 3.299910393, + "Glucose_Level": 130.3378043, + "Potassium_Level": 3.87759519, + "Sodium_Level": 137.4383476, + "Smoking_Pack_Years": 35.58993231 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.01895999, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.52013679, + "White_Blood_Cell_Count": 4.728761837, + "Platelet_Count": 323.9608006, + "Albumin_Level": 3.043249458, + "Alkaline_Phosphatase_Level": 52.65626, + "Alanine_Aminotransferase_Level": 25.94223361, + "Aspartate_Aminotransferase_Level": 27.57284104, + "Creatinine_Level": 1.224115576, + "LDH_Level": 152.0705096, + "Calcium_Level": 10.27425015, + "Phosphorus_Level": 3.627355526, + "Glucose_Level": 116.8089056, + "Potassium_Level": 4.951200552, + "Sodium_Level": 141.7305037, + "Smoking_Pack_Years": 19.22092074 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.79826205, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.09960597, + "White_Blood_Cell_Count": 3.610494721, + "Platelet_Count": 272.0555415, + "Albumin_Level": 4.850549634, + "Alkaline_Phosphatase_Level": 82.24963392, + "Alanine_Aminotransferase_Level": 17.38781806, + "Aspartate_Aminotransferase_Level": 29.43478711, + "Creatinine_Level": 1.27218427, + "LDH_Level": 127.3646363, + "Calcium_Level": 8.103498071, + "Phosphorus_Level": 4.670670383, + "Glucose_Level": 149.1401797, + "Potassium_Level": 4.864827853, + "Sodium_Level": 142.2967176, + "Smoking_Pack_Years": 61.87964166 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.21176926, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.64959262, + "White_Blood_Cell_Count": 7.892823707, + "Platelet_Count": 302.7978163, + "Albumin_Level": 3.795212358, + "Alkaline_Phosphatase_Level": 50.65854176, + "Alanine_Aminotransferase_Level": 24.35734524, + "Aspartate_Aminotransferase_Level": 11.64736277, + "Creatinine_Level": 0.775413091, + "LDH_Level": 221.9069406, + "Calcium_Level": 9.883127944, + "Phosphorus_Level": 3.638913286, + "Glucose_Level": 116.620056, + "Potassium_Level": 3.66304901, + "Sodium_Level": 135.4957669, + "Smoking_Pack_Years": 76.22970151 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.96698558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.02114499, + "White_Blood_Cell_Count": 3.808252378, + "Platelet_Count": 180.9027688, + "Albumin_Level": 4.26068131, + "Alkaline_Phosphatase_Level": 68.72013942, + "Alanine_Aminotransferase_Level": 23.48661162, + "Aspartate_Aminotransferase_Level": 48.23587948, + "Creatinine_Level": 0.763319957, + "LDH_Level": 114.1057563, + "Calcium_Level": 9.445478211, + "Phosphorus_Level": 2.971956311, + "Glucose_Level": 97.1792529, + "Potassium_Level": 4.275264378, + "Sodium_Level": 139.5481483, + "Smoking_Pack_Years": 85.84993378 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.0090501, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 11.73397416, + "Aspartate_Aminotransferase_Level": 13.74832712, + "Creatinine_Level": 0.684464555, + "LDH_Level": 101.0297873, + "Calcium_Level": 8.351478078, + "Phosphorus_Level": 3.447023164, + "Glucose_Level": 102.0488086, + "Potassium_Level": 4.694417203, + "Sodium_Level": 139.9382508, + "Smoking_Pack_Years": 36.68634906 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.68788084, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.35416899, + "White_Blood_Cell_Count": 4.789394683, + "Platelet_Count": 431.7013274, + "Albumin_Level": 4.050429995, + "Alkaline_Phosphatase_Level": 119.0724677, + "Alanine_Aminotransferase_Level": 33.16310399, + "Aspartate_Aminotransferase_Level": 33.89125357, + "Creatinine_Level": 1.289557587, + "LDH_Level": 156.1279952, + "Calcium_Level": 10.28083124, + "Phosphorus_Level": 3.618006182, + "Glucose_Level": 130.1656397, + "Potassium_Level": 3.909262832, + "Sodium_Level": 138.4450993, + "Smoking_Pack_Years": 32.7595536 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.28221079, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Alanine_Aminotransferase_Level": 22.94906563, + "Aspartate_Aminotransferase_Level": 24.67080739, + "Creatinine_Level": 0.807063309, + "LDH_Level": 148.5593704, + "Calcium_Level": 9.915779192, + "Phosphorus_Level": 4.216394911, + "Glucose_Level": 118.4761788, + "Potassium_Level": 4.05878462, + "Sodium_Level": 135.8056785, + "Smoking_Pack_Years": 47.43062037 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.82554855, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.46784397, + "White_Blood_Cell_Count": 7.136097829, + "Platelet_Count": 248.801788, + "Albumin_Level": 4.144489985, + "Alkaline_Phosphatase_Level": 60.75156485, + "Alanine_Aminotransferase_Level": 16.15995393, + "Aspartate_Aminotransferase_Level": 21.62549582, + "Creatinine_Level": 1.266803561, + "LDH_Level": 162.4262204, + "Calcium_Level": 9.951267091, + "Phosphorus_Level": 3.044089527, + "Glucose_Level": 134.23936, + "Potassium_Level": 3.665938036, + "Sodium_Level": 135.2735987, + "Smoking_Pack_Years": 12.09902161 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.91950175, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.23163051, + "White_Blood_Cell_Count": 9.555340338, + "Platelet_Count": 276.241059, + "Albumin_Level": 3.739976384, + "Alkaline_Phosphatase_Level": 105.1654881, + "Alanine_Aminotransferase_Level": 35.82264432, + "Aspartate_Aminotransferase_Level": 46.18045876, + "Creatinine_Level": 0.938820041, + "LDH_Level": 179.8897043, + "Calcium_Level": 10.14693456, + "Phosphorus_Level": 4.308966058, + "Glucose_Level": 87.30266814, + "Potassium_Level": 4.06262853, + "Sodium_Level": 142.6895549, + "Smoking_Pack_Years": 45.97146716 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.66994235, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 45.46044957, + "Alanine_Aminotransferase_Level": 13.70484155, + "Aspartate_Aminotransferase_Level": 42.77831715, + "Creatinine_Level": 1.203383383, + "LDH_Level": 161.3416154, + "Calcium_Level": 8.357479305, + "Phosphorus_Level": 2.752523106, + "Glucose_Level": 74.85899893, + "Potassium_Level": 4.734561883, + "Sodium_Level": 135.0431817, + "Smoking_Pack_Years": 75.34417568 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.48842044, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.39188896, + "White_Blood_Cell_Count": 8.351497904, + "Platelet_Count": 308.5347673, + "Albumin_Level": 4.245635954, + "Alkaline_Phosphatase_Level": 109.6348475, + "Alanine_Aminotransferase_Level": 24.27671645, + "Aspartate_Aminotransferase_Level": 44.5064888, + "Creatinine_Level": 0.688881743, + "LDH_Level": 143.9265793, + "Calcium_Level": 9.738393193, + "Phosphorus_Level": 2.981263343, + "Glucose_Level": 87.89695838, + "Potassium_Level": 4.114850352, + "Sodium_Level": 135.08528, + "Smoking_Pack_Years": 22.96102205 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.527649462, + "Phosphorus_Level": 3.133956976, + "Glucose_Level": 77.98052111, + "Potassium_Level": 3.956080689, + "Sodium_Level": 144.7357786, + "Smoking_Pack_Years": 29.88249659 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.86985907, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.09190382, + "White_Blood_Cell_Count": 4.50125405, + "Platelet_Count": 243.6642249, + "Albumin_Level": 4.515271503, + "Alkaline_Phosphatase_Level": 45.01436231, + "Alanine_Aminotransferase_Level": 24.33676662, + "Aspartate_Aminotransferase_Level": 34.21559697, + "Creatinine_Level": 0.879687367, + "LDH_Level": 124.283473, + "Calcium_Level": 10.48829804, + "Phosphorus_Level": 3.263633693, + "Glucose_Level": 80.76900467, + "Potassium_Level": 4.915748746, + "Sodium_Level": 144.950374, + "Smoking_Pack_Years": 83.06097932 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.35140688, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.47735504, + "White_Blood_Cell_Count": 5.682670456, + "Platelet_Count": 265.9483152, + "Albumin_Level": 4.610797525, + "Alkaline_Phosphatase_Level": 114.7010767, + "Alanine_Aminotransferase_Level": 16.58448007, + "Aspartate_Aminotransferase_Level": 14.02150838, + "Creatinine_Level": 1.138598882, + "LDH_Level": 101.9347459, + "Calcium_Level": 10.34415975, + "Phosphorus_Level": 4.295201854, + "Glucose_Level": 134.8912494, + "Potassium_Level": 4.859437096, + "Sodium_Level": 135.7460608, + "Smoking_Pack_Years": 85.68705981 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.59976501, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.38276454, + "White_Blood_Cell_Count": 5.796079572, + "Platelet_Count": 358.396995, + "Albumin_Level": 4.94925392, + "Alkaline_Phosphatase_Level": 113.3212253, + "Alanine_Aminotransferase_Level": 17.07316101, + "Aspartate_Aminotransferase_Level": 26.66293972, + "Creatinine_Level": 1.488126168, + "LDH_Level": 131.5108026, + "Calcium_Level": 9.861672447, + "Phosphorus_Level": 3.725073808, + "Glucose_Level": 95.09324144, + "Potassium_Level": 4.035602596, + "Sodium_Level": 136.2480048, + "Smoking_Pack_Years": 64.81788151 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.18407539, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.43546686, + "White_Blood_Cell_Count": 5.17589923, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.07605145, + "White_Blood_Cell_Count": 4.891516188, + "Platelet_Count": 440.0800647, + "Albumin_Level": 3.033254402, + "Alkaline_Phosphatase_Level": 75.63270359, + "Alanine_Aminotransferase_Level": 32.92760746, + "Aspartate_Aminotransferase_Level": 27.64764355, + "Creatinine_Level": 1.33910571, + "LDH_Level": 124.4467081, + "Calcium_Level": 9.105873119, + "Phosphorus_Level": 2.895825465, + "Glucose_Level": 105.9278507, + "Potassium_Level": 3.766374265, + "Sodium_Level": 144.382756, + "Smoking_Pack_Years": 98.71829087 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.85816431, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.87995502, + "White_Blood_Cell_Count": 5.757265556, + "Platelet_Count": 200.273695, + "Albumin_Level": 4.293080009, + "Alkaline_Phosphatase_Level": 47.34826192, + "Alanine_Aminotransferase_Level": 10.22086476, + "Aspartate_Aminotransferase_Level": 31.13831009, + "Creatinine_Level": 1.194624623, + "LDH_Level": 125.9118661, + "Calcium_Level": 8.221572145, + "Phosphorus_Level": 2.540273009, + "Glucose_Level": 128.2209887, + "Potassium_Level": 4.816385386, + "Sodium_Level": 137.7978616, + "Smoking_Pack_Years": 79.58798557 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.99615232, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.37615056, + "White_Blood_Cell_Count": 9.685370152, + "Platelet_Count": 383.3085877, + "Albumin_Level": 3.290080941, + "Alkaline_Phosphatase_Level": 84.16797419, + "Alanine_Aminotransferase_Level": 28.24126431, + "Aspartate_Aminotransferase_Level": 44.67997429, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.02465893, + "White_Blood_Cell_Count": 8.589746365, + "Platelet_Count": 322.4579582, + "Albumin_Level": 3.80896469, + "Alkaline_Phosphatase_Level": 64.27090792, + "Alanine_Aminotransferase_Level": 27.95720445, + "Aspartate_Aminotransferase_Level": 18.6785642, + "Creatinine_Level": 0.59369636, + "LDH_Level": 138.9837256, + "Calcium_Level": 10.28694466, + "Phosphorus_Level": 3.224548803, + "Glucose_Level": 132.1184114, + "Potassium_Level": 3.814885776, + "Sodium_Level": 137.0475294, + "Smoking_Pack_Years": 72.43637798 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.4033029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.86783878, + "White_Blood_Cell_Count": 4.766797772, + "Platelet_Count": 292.9692707, + "Albumin_Level": 4.137809246, + "Alkaline_Phosphatase_Level": 35.17862939, + "Alanine_Aminotransferase_Level": 10.56800073, + "Aspartate_Aminotransferase_Level": 40.38205686, + "Creatinine_Level": 1.090655897, + "LDH_Level": 236.0282541, + "Calcium_Level": 9.41867142, + "Phosphorus_Level": 3.1282451, + "Glucose_Level": 149.9747774, + "Potassium_Level": 3.789844804, + "Sodium_Level": 142.7189387, + "Smoking_Pack_Years": 98.31210959 + }, + { + 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1.418574624, + "LDH_Level": 153.4613266, + "Calcium_Level": 8.942900308, + "Phosphorus_Level": 3.246037936, + "Glucose_Level": 107.8871153, + "Potassium_Level": 3.548229525, + "Sodium_Level": 141.6878716, + "Smoking_Pack_Years": 91.08101979 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.72667979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.5093798, + "White_Blood_Cell_Count": 4.707185315, + "Platelet_Count": 431.2853281, + "Albumin_Level": 4.705474109, + "Alkaline_Phosphatase_Level": 68.18423207, + "Alanine_Aminotransferase_Level": 9.922199751, + "Aspartate_Aminotransferase_Level": 44.14757131, + "Creatinine_Level": 1.340072325, + "LDH_Level": 102.9726053, + "Calcium_Level": 10.45306438, + "Phosphorus_Level": 3.441573552, + "Glucose_Level": 126.873738, + "Potassium_Level": 3.994054845, + "Sodium_Level": 141.9291704, + "Smoking_Pack_Years": 8.36634877 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.06195931, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.50709868, + "White_Blood_Cell_Count": 7.34813458, + "Platelet_Count": 259.273456, + "Albumin_Level": 3.477540085, + "Alkaline_Phosphatase_Level": 93.39898694, + "Alanine_Aminotransferase_Level": 23.87816032, + "Aspartate_Aminotransferase_Level": 21.24940828, + "Creatinine_Level": 1.464874635, + "LDH_Level": 206.2396731, + "Calcium_Level": 8.573256527, + "Phosphorus_Level": 2.724702487, + "Glucose_Level": 135.2247755, + "Potassium_Level": 3.700182641, + "Sodium_Level": 144.6452331, + "Smoking_Pack_Years": 71.94218966 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.09067951, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.91141433, + "White_Blood_Cell_Count": 4.164417785, + "Platelet_Count": 389.4961052, + "Albumin_Level": 4.527367703, + "Alkaline_Phosphatase_Level": 74.55861867, + "Alanine_Aminotransferase_Level": 36.01398897, + "Aspartate_Aminotransferase_Level": 20.73306934, + "Creatinine_Level": 1.085566782, + "LDH_Level": 224.1982028, + "Calcium_Level": 10.44236041, + "Phosphorus_Level": 3.969533302, + "Glucose_Level": 102.890859, + "Potassium_Level": 4.827606407, + "Sodium_Level": 137.3139281, + "Smoking_Pack_Years": 14.01711362 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.42843052, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.06280763, + "White_Blood_Cell_Count": 3.623819177, + "Platelet_Count": 224.2754758, + "Albumin_Level": 3.581845849, + "Alkaline_Phosphatase_Level": 84.17188183, + "Alanine_Aminotransferase_Level": 12.41584773, + "Aspartate_Aminotransferase_Level": 20.81280764, + "Creatinine_Level": 0.638262603, + "LDH_Level": 227.4722756, + "Calcium_Level": 8.63141193, + "Phosphorus_Level": 4.347976208, + "Glucose_Level": 114.503187, + "Potassium_Level": 4.606180289, + "Sodium_Level": 135.7191179, + "Smoking_Pack_Years": 75.25577632 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.36330737, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.88442092, + "White_Blood_Cell_Count": 6.084222122, + "Platelet_Count": 386.3292523, + "Albumin_Level": 4.310329601, + "Alkaline_Phosphatase_Level": 54.71231726, + "Alanine_Aminotransferase_Level": 34.61145525, + "Aspartate_Aminotransferase_Level": 34.39091959, + "Creatinine_Level": 1.108389009, + "LDH_Level": 104.3966238, + "Calcium_Level": 10.40814952, + "Phosphorus_Level": 4.569391774, + "Glucose_Level": 93.69024034, + "Potassium_Level": 4.464161316, + "Sodium_Level": 142.2816295, + "Smoking_Pack_Years": 52.27649045 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.24185849, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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3.714933349, + "Sodium_Level": 135.9695314, + "Smoking_Pack_Years": 22.4917403 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.13148519, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.48062819, + "White_Blood_Cell_Count": 7.751027809, + "Platelet_Count": 387.6835463, + "Albumin_Level": 3.481446164, + "Alkaline_Phosphatase_Level": 112.682429, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.61764036, + "White_Blood_Cell_Count": 9.724151301, + "Platelet_Count": 348.1736761, + "Albumin_Level": 3.579204629, + "Alkaline_Phosphatase_Level": 39.40104565, + "Alanine_Aminotransferase_Level": 29.85165289, + "Aspartate_Aminotransferase_Level": 19.59634508, + "Creatinine_Level": 0.960929758, + "LDH_Level": 175.4761095, + "Calcium_Level": 10.03479157, + "Phosphorus_Level": 3.935368204, + "Glucose_Level": 135.5364006, + "Potassium_Level": 4.326827576, + "Sodium_Level": 140.0829894, + "Smoking_Pack_Years": 24.36349051 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.44397666, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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"Potassium_Level": 4.889035088, + "Sodium_Level": 144.6588609, + "Smoking_Pack_Years": 50.85726546 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.35868382, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.67283519, + "White_Blood_Cell_Count": 6.553718468, + "Platelet_Count": 204.8930711, + "Albumin_Level": 3.548238212, + "Alkaline_Phosphatase_Level": 64.59886885, + "Alanine_Aminotransferase_Level": 12.73796889, + "Aspartate_Aminotransferase_Level": 34.56054864, + "Creatinine_Level": 0.648362397, + "LDH_Level": 109.9537631, + "Calcium_Level": 9.741162761, + "Phosphorus_Level": 3.910108707, + "Glucose_Level": 116.4201129, + "Potassium_Level": 4.465121216, + "Sodium_Level": 144.3574249, + "Smoking_Pack_Years": 91.75235395 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.46377371, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.87094458, + "White_Blood_Cell_Count": 4.550114044, + "Platelet_Count": 152.5354243, + "Albumin_Level": 4.883674849, + "Alkaline_Phosphatase_Level": 68.43760548, + "Alanine_Aminotransferase_Level": 10.66873067, + "Aspartate_Aminotransferase_Level": 40.0871531, + "Creatinine_Level": 0.514640865, + "LDH_Level": 121.9910052, + "Calcium_Level": 8.479520035, + "Phosphorus_Level": 3.54058895, + "Glucose_Level": 102.8224524, + "Potassium_Level": 3.558702422, + "Sodium_Level": 142.8732816, + "Smoking_Pack_Years": 71.19637425 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.81852777, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.26260916, + "White_Blood_Cell_Count": 4.388983768, + "Platelet_Count": 280.3983701, + "Albumin_Level": 4.537443348, + "Alkaline_Phosphatase_Level": 87.93820129, + "Alanine_Aminotransferase_Level": 31.82332611, + "Aspartate_Aminotransferase_Level": 18.29743821, + "Creatinine_Level": 0.895682242, + "LDH_Level": 239.4820934, + "Calcium_Level": 9.461183722, + "Phosphorus_Level": 3.273559583, + "Glucose_Level": 130.4750854, + "Potassium_Level": 3.507447786, + "Sodium_Level": 140.766423, + "Smoking_Pack_Years": 44.05360739 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.24093502, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.63865529, + "White_Blood_Cell_Count": 4.064370448, + "Platelet_Count": 273.0168429, + "Albumin_Level": 3.650864375, + "Alkaline_Phosphatase_Level": 35.05590568, + "Alanine_Aminotransferase_Level": 7.314327833, + "Aspartate_Aminotransferase_Level": 34.74424058, + "Creatinine_Level": 0.982794259, + "LDH_Level": 234.0117825, + "Calcium_Level": 10.01196059, + "Phosphorus_Level": 4.343567035, + "Glucose_Level": 110.6184765, + "Potassium_Level": 3.767556171, + "Sodium_Level": 143.1568382, + "Smoking_Pack_Years": 26.92805884 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.56545136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.93747227, + "White_Blood_Cell_Count": 4.246708715, + "Platelet_Count": 183.202411, + "Albumin_Level": 3.374085333, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.28113814, + "White_Blood_Cell_Count": 6.409144199, + "Platelet_Count": 168.0127819, + "Albumin_Level": 4.169339832, + "Alkaline_Phosphatase_Level": 59.77340808, + "Alanine_Aminotransferase_Level": 33.68552653, + "Aspartate_Aminotransferase_Level": 32.64471363, + "Creatinine_Level": 0.941365816, + "LDH_Level": 246.6047206, + "Calcium_Level": 10.16097708, + "Phosphorus_Level": 3.38511696, + "Glucose_Level": 104.5174138, + "Potassium_Level": 4.860019397, + "Sodium_Level": 136.1823522, + "Smoking_Pack_Years": 64.61878012 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.67071543, + "White_Blood_Cell_Count": 7.03944064, + "Platelet_Count": 419.5777491, + "Albumin_Level": 4.485830788, + "Alkaline_Phosphatase_Level": 64.75537628, + "Alanine_Aminotransferase_Level": 25.97390588, + "Aspartate_Aminotransferase_Level": 17.51760827, + "Creatinine_Level": 1.477682855, + "LDH_Level": 106.2681925, + "Calcium_Level": 10.44281268, + "Phosphorus_Level": 3.175617048, + "Glucose_Level": 130.0505039, + "Potassium_Level": 4.146335246, + "Sodium_Level": 136.9715073, + "Smoking_Pack_Years": 2.972585899 + }, + { + "Age": 42, + "Gender": "Female", 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171.5978277, + "Calcium_Level": 8.265984763, + "Phosphorus_Level": 3.388853943, + "Glucose_Level": 131.1123749, + "Potassium_Level": 4.504475752, + "Sodium_Level": 144.7635955, + "Smoking_Pack_Years": 42.72039097 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.12468376, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.48706116, + "White_Blood_Cell_Count": 6.371486851, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.10669753, + "White_Blood_Cell_Count": 4.254870237, + "Platelet_Count": 231.9956513, + "Albumin_Level": 4.429351638, + "Alkaline_Phosphatase_Level": 67.85769345, + "Alanine_Aminotransferase_Level": 16.44622439, + "Aspartate_Aminotransferase_Level": 42.73064556, + "Creatinine_Level": 1.491925876, + "LDH_Level": 142.5079513, + "Calcium_Level": 9.176580819, + "Phosphorus_Level": 3.158275176, + "Glucose_Level": 142.9948486, + "Potassium_Level": 4.237593186, + "Sodium_Level": 137.7578548, + "Smoking_Pack_Years": 37.92091592 + }, + { + "Age": 47, + "Gender": 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176.4400851, + "Calcium_Level": 8.283763119, + "Phosphorus_Level": 2.66405577, + "Glucose_Level": 117.6545652, + "Potassium_Level": 3.843433613, + "Sodium_Level": 143.8311251, + "Smoking_Pack_Years": 37.19967453 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.01777128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.46975926, + "White_Blood_Cell_Count": 4.068742961, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.73771634, + "White_Blood_Cell_Count": 4.447343617, + "Platelet_Count": 428.7930949, + "Albumin_Level": 3.95168364, + "Alkaline_Phosphatase_Level": 62.9383979, + "Alanine_Aminotransferase_Level": 28.8851112, + "Aspartate_Aminotransferase_Level": 28.68058899, + "Creatinine_Level": 1.258282024, + "LDH_Level": 153.9171319, + "Calcium_Level": 8.316327989, + "Phosphorus_Level": 4.759572772, + "Glucose_Level": 143.4643906, + "Potassium_Level": 4.759269386, + "Sodium_Level": 135.8459062, + "Smoking_Pack_Years": 15.66627241 + }, + { + "Age": 49, + "Gender": "Male", 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130.5576683, + "Calcium_Level": 9.007735121, + "Phosphorus_Level": 4.983255572, + "Glucose_Level": 72.68478347, + "Potassium_Level": 3.779059586, + "Sodium_Level": 144.6498378, + "Smoking_Pack_Years": 29.70831777 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.66264498, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.38575531, + "White_Blood_Cell_Count": 8.282208311, + 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"Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.04821882, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.80633348, + "White_Blood_Cell_Count": 8.638773333, + "Platelet_Count": 436.1021795, + "Albumin_Level": 4.023572319, + "Alkaline_Phosphatase_Level": 34.37347338, + "Alanine_Aminotransferase_Level": 11.78954833, + "Aspartate_Aminotransferase_Level": 28.88228249, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.19369163, + "White_Blood_Cell_Count": 4.743421924, + "Platelet_Count": 392.7523116, + "Albumin_Level": 3.834111913, + "Alkaline_Phosphatase_Level": 30.73162294, + "Alanine_Aminotransferase_Level": 8.692011251, + "Aspartate_Aminotransferase_Level": 12.92831908, + "Creatinine_Level": 0.583699187, + "LDH_Level": 169.4339061, + "Calcium_Level": 8.525443983, + "Phosphorus_Level": 3.116130795, + "Glucose_Level": 142.1511081, + "Potassium_Level": 3.839717744, + "Sodium_Level": 135.5932267, + "Smoking_Pack_Years": 99.66882856 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.03410107, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 26.60459118, + "Creatinine_Level": 0.587167452, + "LDH_Level": 115.5066482, + "Calcium_Level": 8.242016489, + "Phosphorus_Level": 3.598973105, + "Glucose_Level": 103.0299348, + "Potassium_Level": 4.622506875, + "Sodium_Level": 143.9763152, + "Smoking_Pack_Years": 57.22933075 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.77263148, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.04924, + "White_Blood_Cell_Count": 8.025390104, + "Platelet_Count": 402.9720575, + "Albumin_Level": 3.275414441, + "Alkaline_Phosphatase_Level": 43.60366865, + "Alanine_Aminotransferase_Level": 31.55485841, + "Aspartate_Aminotransferase_Level": 25.94375946, + "Creatinine_Level": 0.925173371, + "LDH_Level": 127.1104572, + "Calcium_Level": 9.620349494, + "Phosphorus_Level": 3.838048665, + "Glucose_Level": 107.3488662, + "Potassium_Level": 3.877372088, + "Sodium_Level": 137.5450044, + "Smoking_Pack_Years": 75.96106603 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.08078587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.1388983, + "White_Blood_Cell_Count": 5.827217691, + "Platelet_Count": 201.5237493, + "Albumin_Level": 4.110341687, + "Alkaline_Phosphatase_Level": 117.8857023, + "Alanine_Aminotransferase_Level": 19.9098498, + "Aspartate_Aminotransferase_Level": 38.03133101, + "Creatinine_Level": 1.205044366, + "LDH_Level": 172.2100192, + "Calcium_Level": 8.888080319, + "Phosphorus_Level": 4.310580267, + "Glucose_Level": 90.58948749, + "Potassium_Level": 4.742609403, + "Sodium_Level": 139.4459893, + "Smoking_Pack_Years": 18.37549238 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.63587332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.16242849, + "White_Blood_Cell_Count": 6.333424106, + "Platelet_Count": 300.4223098, + "Albumin_Level": 4.446406715, + "Alkaline_Phosphatase_Level": 97.65563162, + "Alanine_Aminotransferase_Level": 34.68943633, + "Aspartate_Aminotransferase_Level": 13.09865739, + "Creatinine_Level": 1.436812893, + "LDH_Level": 218.447775, + "Calcium_Level": 8.901012364, + "Phosphorus_Level": 3.471725742, + "Glucose_Level": 116.4800076, + "Potassium_Level": 3.574516016, + "Sodium_Level": 141.5807018, + "Smoking_Pack_Years": 61.60910685 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.74932417, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.69416769, + "White_Blood_Cell_Count": 5.680564971, + "Platelet_Count": 272.1421311, + "Albumin_Level": 4.430999048, + "Alkaline_Phosphatase_Level": 44.35492221, + "Alanine_Aminotransferase_Level": 17.89944983, + "Aspartate_Aminotransferase_Level": 37.66983549, + "Creatinine_Level": 0.71040383, + "LDH_Level": 220.9954497, + "Calcium_Level": 9.253607395, + "Phosphorus_Level": 4.597744483, + "Glucose_Level": 147.3296266, + "Potassium_Level": 4.280776837, + "Sodium_Level": 140.9775755, + "Smoking_Pack_Years": 13.96260136 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.39130164, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.88316956, + "White_Blood_Cell_Count": 4.463127109, + "Platelet_Count": 169.2991345, + "Albumin_Level": 3.359606009, + "Alkaline_Phosphatase_Level": 46.09657707, + "Alanine_Aminotransferase_Level": 37.81698015, + "Aspartate_Aminotransferase_Level": 39.1170405, + "Creatinine_Level": 0.738313842, + "LDH_Level": 238.7510344, + "Calcium_Level": 9.019871916, + "Phosphorus_Level": 3.027915093, + "Glucose_Level": 98.05805331, + "Potassium_Level": 3.624253249, + "Sodium_Level": 135.6231244, + "Smoking_Pack_Years": 41.53807054 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.69786033, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.03165555, + "White_Blood_Cell_Count": 4.400789979, + "Platelet_Count": 155.2485654, + "Albumin_Level": 4.885063839, + "Alkaline_Phosphatase_Level": 116.5030225, + "Alanine_Aminotransferase_Level": 13.15475933, + "Aspartate_Aminotransferase_Level": 40.99474377, + "Creatinine_Level": 1.115676771, + "LDH_Level": 246.2541106, + "Calcium_Level": 8.149145053, + "Phosphorus_Level": 2.976103488, + "Glucose_Level": 85.09866113, + "Potassium_Level": 4.56987916, + "Sodium_Level": 143.1930243, + "Smoking_Pack_Years": 64.25292093 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.59075139, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.62682263, + "White_Blood_Cell_Count": 7.248640768, + "Platelet_Count": 284.9369819, + "Albumin_Level": 3.270266388, + "Alkaline_Phosphatase_Level": 81.47632002, + "Alanine_Aminotransferase_Level": 19.76745649, + "Aspartate_Aminotransferase_Level": 36.60075483, + "Creatinine_Level": 1.426006582, + "LDH_Level": 159.5186543, + "Calcium_Level": 9.650725365, + "Phosphorus_Level": 4.359633991, + "Glucose_Level": 74.52126041, + "Potassium_Level": 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"Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.47185215, + "White_Blood_Cell_Count": 5.247642034, + "Platelet_Count": 164.3125594, + "Albumin_Level": 3.851291545, + "Alkaline_Phosphatase_Level": 49.95987211, + "Alanine_Aminotransferase_Level": 38.32158526, + "Aspartate_Aminotransferase_Level": 45.1577575, + "Creatinine_Level": 1.465238854, + "LDH_Level": 104.7009284, + "Calcium_Level": 8.53951807, + "Phosphorus_Level": 3.371770119, + "Glucose_Level": 138.4838413, + "Potassium_Level": 4.339328027, + "Sodium_Level": 138.6938556, + "Smoking_Pack_Years": 77.71574943 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.02433882, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": 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"Potassium_Level": 3.70790878, + "Sodium_Level": 142.0221621, + "Smoking_Pack_Years": 72.07636157 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.6915432, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.88229969, + "White_Blood_Cell_Count": 9.295228709, + "Platelet_Count": 404.1437711, + "Albumin_Level": 3.490914316, + "Alkaline_Phosphatase_Level": 51.52678744, + 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"Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.45159866, + "White_Blood_Cell_Count": 8.843786145, + "Platelet_Count": 159.0109967, + "Albumin_Level": 4.701838795, + "Alkaline_Phosphatase_Level": 64.22131408, + "Alanine_Aminotransferase_Level": 17.13289654, + "Aspartate_Aminotransferase_Level": 48.63623491, + "Creatinine_Level": 0.869310886, + "LDH_Level": 161.423615, + "Calcium_Level": 8.408984162, + "Phosphorus_Level": 2.765755832, + "Glucose_Level": 133.4842765, + "Potassium_Level": 4.562336898, + "Sodium_Level": 135.243521, + "Smoking_Pack_Years": 79.39610582 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.39390343, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.78192962, + "White_Blood_Cell_Count": 6.089919697, + "Platelet_Count": 166.7086771, + "Albumin_Level": 4.898101692, + "Alkaline_Phosphatase_Level": 42.56997224, + "Alanine_Aminotransferase_Level": 17.88316072, + "Aspartate_Aminotransferase_Level": 41.25454094, + "Creatinine_Level": 0.585389471, + "LDH_Level": 146.480027, + "Calcium_Level": 10.34000784, + "Phosphorus_Level": 4.524521981, + "Glucose_Level": 99.86602007, + "Potassium_Level": 4.400194768, + "Sodium_Level": 144.0379997, + "Smoking_Pack_Years": 71.09394294 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.43593925, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.80616025, + "White_Blood_Cell_Count": 5.061952687, + "Platelet_Count": 359.1384005, + "Albumin_Level": 3.024616371, + "Alkaline_Phosphatase_Level": 111.1303053, + "Alanine_Aminotransferase_Level": 9.040312211, + "Aspartate_Aminotransferase_Level": 41.37591519, + "Creatinine_Level": 0.932141433, + "LDH_Level": 146.0151741, + "Calcium_Level": 10.46622163, + "Phosphorus_Level": 2.996964019, + "Glucose_Level": 86.14912846, + "Potassium_Level": 4.689388047, + "Sodium_Level": 139.7034077, + "Smoking_Pack_Years": 39.84712991 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.72152501, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.48087037, + "White_Blood_Cell_Count": 4.986297363, + "Platelet_Count": 441.6044366, + "Albumin_Level": 4.47496139, + "Alkaline_Phosphatase_Level": 32.42030896, + "Alanine_Aminotransferase_Level": 15.99929508, + "Aspartate_Aminotransferase_Level": 20.20475755, + "Creatinine_Level": 1.355651147, + "LDH_Level": 105.4427419, + "Calcium_Level": 8.926629211, + "Phosphorus_Level": 4.080990194, + "Glucose_Level": 121.7724235, + "Potassium_Level": 4.651255114, + "Sodium_Level": 141.8138323, + "Smoking_Pack_Years": 85.56288637 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.89515345, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.45025385, + "White_Blood_Cell_Count": 6.797002933, + "Platelet_Count": 314.7778057, + "Albumin_Level": 4.556443151, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.09665503, + "White_Blood_Cell_Count": 4.106107241, + "Platelet_Count": 306.974295, + "Albumin_Level": 4.577429685, + "Alkaline_Phosphatase_Level": 60.71761697, + "Alanine_Aminotransferase_Level": 14.39981213, + "Aspartate_Aminotransferase_Level": 11.48223291, + "Creatinine_Level": 1.193568414, + "LDH_Level": 209.2676823, + "Calcium_Level": 8.44925234, + "Phosphorus_Level": 3.459894174, + "Glucose_Level": 118.9157216, + "Potassium_Level": 4.846615845, + "Sodium_Level": 144.8924449, + "Smoking_Pack_Years": 10.89274064 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.03770829, + "White_Blood_Cell_Count": 9.779982106, + "Platelet_Count": 392.679224, + "Albumin_Level": 4.532626048, + "Alkaline_Phosphatase_Level": 114.5109534, + "Alanine_Aminotransferase_Level": 24.17451515, + "Aspartate_Aminotransferase_Level": 23.39569432, + "Creatinine_Level": 0.851984818, + "LDH_Level": 216.6703707, + "Calcium_Level": 9.855981429, + "Phosphorus_Level": 4.800387664, + "Glucose_Level": 139.2067295, + "Potassium_Level": 4.635391279, + "Sodium_Level": 137.5673777, + "Smoking_Pack_Years": 61.17421018 + }, + { + "Age": 60, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.25175954, + "White_Blood_Cell_Count": 4.767129399, + "Platelet_Count": 165.8465539, + "Albumin_Level": 4.221430992, + "Alkaline_Phosphatase_Level": 98.79613593, + "Alanine_Aminotransferase_Level": 23.23116316, + "Aspartate_Aminotransferase_Level": 21.64305307, + "Creatinine_Level": 1.022969692, + "LDH_Level": 200.6299708, + "Calcium_Level": 9.027292318, + "Phosphorus_Level": 2.933988316, + "Glucose_Level": 148.4675145, + "Potassium_Level": 3.977276731, + "Sodium_Level": 139.2589286, + "Smoking_Pack_Years": 83.29479235 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.26614851, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.37883313, + "White_Blood_Cell_Count": 5.538918179, + "Platelet_Count": 414.1915817, + "Albumin_Level": 4.623016653, + "Alkaline_Phosphatase_Level": 79.03518364, + "Alanine_Aminotransferase_Level": 28.26972427, + "Aspartate_Aminotransferase_Level": 31.84943527, + "Creatinine_Level": 1.354356077, + "LDH_Level": 175.7804969, + "Calcium_Level": 9.555969471, + "Phosphorus_Level": 3.829765709, + "Glucose_Level": 136.4887522, + "Potassium_Level": 4.810461703, + "Sodium_Level": 142.5881234, + "Smoking_Pack_Years": 7.491185082 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.85153476, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.65791563, + "White_Blood_Cell_Count": 9.94749223, + "Platelet_Count": 347.3674915, + "Albumin_Level": 3.576768545, + "Alkaline_Phosphatase_Level": 46.28753152, + "Alanine_Aminotransferase_Level": 18.38156714, + "Aspartate_Aminotransferase_Level": 33.9850202, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.30360717, + "White_Blood_Cell_Count": 5.976311396, + "Platelet_Count": 238.6986612, + "Albumin_Level": 3.338732814, + "Alkaline_Phosphatase_Level": 106.6048463, + "Alanine_Aminotransferase_Level": 23.81410159, + "Aspartate_Aminotransferase_Level": 45.13843052, + "Creatinine_Level": 1.342475303, + "LDH_Level": 177.1322424, + "Calcium_Level": 9.245199003, + "Phosphorus_Level": 3.898855508, + "Glucose_Level": 108.316437, + "Potassium_Level": 4.664395356, + "Sodium_Level": 138.1582498, + "Smoking_Pack_Years": 75.39311028 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.02144467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.438012, + "White_Blood_Cell_Count": 9.251866819, + "Platelet_Count": 305.9709045, + "Albumin_Level": 4.577357029, + "Alkaline_Phosphatase_Level": 118.2727808, + "Alanine_Aminotransferase_Level": 15.48842639, + "Aspartate_Aminotransferase_Level": 18.16496119, + "Creatinine_Level": 0.701237371, + "LDH_Level": 226.4234935, + "Calcium_Level": 9.954656072, + "Phosphorus_Level": 4.048829097, + "Glucose_Level": 136.6746286, + "Potassium_Level": 4.53787107, + "Sodium_Level": 137.1056483, + "Smoking_Pack_Years": 98.86295161 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.38991669, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.4146817, + "White_Blood_Cell_Count": 7.809077045, + "Platelet_Count": 402.877269, + "Albumin_Level": 4.02636287, + "Alkaline_Phosphatase_Level": 72.33688913, + "Alanine_Aminotransferase_Level": 7.321980618, + "Aspartate_Aminotransferase_Level": 23.97413985, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.97853197, + "White_Blood_Cell_Count": 9.786654593, + "Platelet_Count": 207.1576748, + "Albumin_Level": 4.372631485, + "Alkaline_Phosphatase_Level": 47.8792914, + "Alanine_Aminotransferase_Level": 21.04679766, + "Aspartate_Aminotransferase_Level": 20.8215281, + "Creatinine_Level": 1.411441227, + "LDH_Level": 167.8969502, + "Calcium_Level": 8.398806908, + "Phosphorus_Level": 3.559171823, + "Glucose_Level": 91.0588329, + "Potassium_Level": 4.889992856, + "Sodium_Level": 142.879306, + "Smoking_Pack_Years": 63.79849505 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.29740597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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137.4819029, + "Smoking_Pack_Years": 25.44463483 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.31929706, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.60401355, + "White_Blood_Cell_Count": 6.047723271, + "Platelet_Count": 367.0302535, + "Albumin_Level": 4.440303687, + "Alkaline_Phosphatase_Level": 57.28762026, + "Alanine_Aminotransferase_Level": 29.16402324, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.71696654, + "White_Blood_Cell_Count": 7.170668069, + "Platelet_Count": 389.3326144, + "Albumin_Level": 3.943313152, + "Alkaline_Phosphatase_Level": 100.2724642, + "Alanine_Aminotransferase_Level": 36.36208872, + "Aspartate_Aminotransferase_Level": 28.30548623, + "Creatinine_Level": 1.260781794, + "LDH_Level": 238.0963889, + "Calcium_Level": 9.716051125, + "Phosphorus_Level": 2.520250794, + "Glucose_Level": 135.4038556, + "Potassium_Level": 4.366744241, + "Sodium_Level": 140.0500996, + "Smoking_Pack_Years": 64.99318555 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.73581277, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.6895567, + "White_Blood_Cell_Count": 7.003525236, + "Platelet_Count": 213.3278491, + "Albumin_Level": 3.774856911, + "Alkaline_Phosphatase_Level": 30.61867118, + "Alanine_Aminotransferase_Level": 34.27816162, + "Aspartate_Aminotransferase_Level": 49.73961317, + "Creatinine_Level": 1.406780831, + "LDH_Level": 184.8050265, + "Calcium_Level": 8.660118078, + "Phosphorus_Level": 4.96066285, + "Glucose_Level": 85.32052021, + "Potassium_Level": 4.013959822, + "Sodium_Level": 139.9703215, + "Smoking_Pack_Years": 26.60546862 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.36409164, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.79917769, + "White_Blood_Cell_Count": 8.322404302, + "Platelet_Count": 313.9611499, + "Albumin_Level": 4.16465542, + "Alkaline_Phosphatase_Level": 71.00063629, + "Alanine_Aminotransferase_Level": 37.84151152, + "Aspartate_Aminotransferase_Level": 30.22472669, + "Creatinine_Level": 1.413887981, + "LDH_Level": 103.9197944, + "Calcium_Level": 10.07600122, + "Phosphorus_Level": 3.085762962, + "Glucose_Level": 75.1456398, + "Potassium_Level": 4.442613575, + "Sodium_Level": 141.5674695, + "Smoking_Pack_Years": 59.87125176 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.80226367, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.7023201, + "White_Blood_Cell_Count": 7.797125168, + "Platelet_Count": 392.1580876, + "Albumin_Level": 4.080489256, + "Alkaline_Phosphatase_Level": 55.97093609, + "Alanine_Aminotransferase_Level": 35.10937935, + "Aspartate_Aminotransferase_Level": 28.92317364, + "Creatinine_Level": 1.218826387, + "LDH_Level": 123.1696537, + "Calcium_Level": 9.630577341, + "Phosphorus_Level": 2.635245262, + "Glucose_Level": 98.8761492, + "Potassium_Level": 4.625299604, + "Sodium_Level": 138.9325452, + "Smoking_Pack_Years": 52.35016865 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.74568061, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.05327962, + "White_Blood_Cell_Count": 3.660322037, + "Platelet_Count": 238.2806909, + "Albumin_Level": 4.011586712, + "Alkaline_Phosphatase_Level": 97.95398223, + "Alanine_Aminotransferase_Level": 20.51231186, + "Aspartate_Aminotransferase_Level": 47.43872556, + "Creatinine_Level": 0.614089527, + "LDH_Level": 227.0331113, + "Calcium_Level": 8.90959646, + "Phosphorus_Level": 3.76881801, + "Glucose_Level": 108.975562, + "Potassium_Level": 3.882422334, + "Sodium_Level": 136.1860061, + "Smoking_Pack_Years": 39.90295083 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.20748392, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.13948386, + "White_Blood_Cell_Count": 6.642466035, + "Platelet_Count": 411.9024315, + "Albumin_Level": 4.868219254, + "Alkaline_Phosphatase_Level": 74.63491232, + "Alanine_Aminotransferase_Level": 34.30612754, + "Aspartate_Aminotransferase_Level": 42.01983546, + "Creatinine_Level": 1.308864947, + "LDH_Level": 210.3645723, + "Calcium_Level": 8.108571242, + "Phosphorus_Level": 4.307112825, + "Glucose_Level": 141.9396379, + "Potassium_Level": 4.978400807, + "Sodium_Level": 143.3010267, + "Smoking_Pack_Years": 14.2268382 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.58633174, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.18198673, + "White_Blood_Cell_Count": 5.085669316, + "Platelet_Count": 262.0607351, + "Albumin_Level": 3.27229944, + "Alkaline_Phosphatase_Level": 67.24613314, + "Alanine_Aminotransferase_Level": 14.45964668, + "Aspartate_Aminotransferase_Level": 13.42277433, + "Creatinine_Level": 0.642355834, + "LDH_Level": 207.3649403, + "Calcium_Level": 9.26239742, + "Phosphorus_Level": 3.936778251, + "Glucose_Level": 126.4048313, + "Potassium_Level": 4.491348735, + "Sodium_Level": 138.8243706, + "Smoking_Pack_Years": 0.635931471 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.13850598, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.27897221, + "White_Blood_Cell_Count": 8.583781533, + "Platelet_Count": 209.681483, + "Albumin_Level": 3.423482044, + "Alkaline_Phosphatase_Level": 75.361763, + "Alanine_Aminotransferase_Level": 23.27632539, + "Aspartate_Aminotransferase_Level": 20.64703734, + "Creatinine_Level": 0.747220146, + "LDH_Level": 197.8908974, + "Calcium_Level": 8.420873448, + "Phosphorus_Level": 3.974278636, + "Glucose_Level": 93.54282548, + "Potassium_Level": 4.271550436, + "Sodium_Level": 142.623815, + "Smoking_Pack_Years": 25.5526217 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.36470511, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.51228124, + "White_Blood_Cell_Count": 7.95970232, + "Platelet_Count": 355.2984782, + "Albumin_Level": 4.114785399, + "Alkaline_Phosphatase_Level": 71.87070392, + "Alanine_Aminotransferase_Level": 19.07985796, + "Aspartate_Aminotransferase_Level": 20.01883592, + "Creatinine_Level": 1.467550853, + "LDH_Level": 225.2857269, + "Calcium_Level": 9.871049551, + "Phosphorus_Level": 3.191800814, + "Glucose_Level": 82.90370421, + "Potassium_Level": 3.690519615, + "Sodium_Level": 136.3940584, + "Smoking_Pack_Years": 90.03870569 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.49040972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 89, + 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+ "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.15204455, + "White_Blood_Cell_Count": 7.558459789, + "Platelet_Count": 269.6371728, + "Albumin_Level": 3.516847978, + "Alkaline_Phosphatase_Level": 105.0265904, + "Alanine_Aminotransferase_Level": 9.359050739, + "Aspartate_Aminotransferase_Level": 44.74056839, + "Creatinine_Level": 0.605973663, + "LDH_Level": 227.7344596, + "Calcium_Level": 9.195349422, + "Phosphorus_Level": 3.347729542, + "Glucose_Level": 71.56991723, + "Potassium_Level": 3.665894195, + "Sodium_Level": 142.6484382, + "Smoking_Pack_Years": 15.51255725 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.80723377, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", 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"Potassium_Level": 3.906250367, + "Sodium_Level": 138.2307889, + "Smoking_Pack_Years": 94.27480288 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.15553272, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.57005263, + "White_Blood_Cell_Count": 3.955280821, + "Platelet_Count": 180.3723559, + "Albumin_Level": 4.636154407, + "Alkaline_Phosphatase_Level": 68.85457262, + "Alanine_Aminotransferase_Level": 27.95220137, + "Aspartate_Aminotransferase_Level": 21.11723966, + "Creatinine_Level": 0.990922264, + "LDH_Level": 127.4667306, + "Calcium_Level": 9.357674104, + "Phosphorus_Level": 4.068663313, + "Glucose_Level": 115.8874911, + "Potassium_Level": 4.174268148, + "Sodium_Level": 144.4420784, + "Smoking_Pack_Years": 59.59372922 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.73745371, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.85899556, + "White_Blood_Cell_Count": 8.732093882, + "Platelet_Count": 282.6571373, + "Albumin_Level": 4.322526009, + "Alkaline_Phosphatase_Level": 56.16002121, + "Alanine_Aminotransferase_Level": 24.2601661, + "Aspartate_Aminotransferase_Level": 26.59282316, + "Creatinine_Level": 0.557593426, + "LDH_Level": 137.0241617, + "Calcium_Level": 9.796930684, + "Phosphorus_Level": 4.179271374, + "Glucose_Level": 140.5540597, + "Potassium_Level": 4.715929331, + "Sodium_Level": 139.4300341, + "Smoking_Pack_Years": 76.22954573 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.95002092, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 27.55907705, + "Aspartate_Aminotransferase_Level": 29.14170236, + "Creatinine_Level": 0.909658046, + "LDH_Level": 229.9425746, + "Calcium_Level": 9.640002923, + "Phosphorus_Level": 3.093920696, + "Glucose_Level": 78.56097995, + "Potassium_Level": 3.824039742, + "Sodium_Level": 140.8971242, + "Smoking_Pack_Years": 81.54988711 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.73300159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.39591655, + "White_Blood_Cell_Count": 8.056008677, + "Platelet_Count": 205.9854068, + "Albumin_Level": 4.184903672, + "Alkaline_Phosphatase_Level": 104.6315437, + "Alanine_Aminotransferase_Level": 32.53697169, + "Aspartate_Aminotransferase_Level": 48.88718319, + "Creatinine_Level": 0.534356406, + "LDH_Level": 240.9576127, + "Calcium_Level": 9.349622331, + "Phosphorus_Level": 3.080352952, + "Glucose_Level": 83.41450118, + "Potassium_Level": 4.313143024, + "Sodium_Level": 139.590036, + "Smoking_Pack_Years": 15.37482044 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.88185485, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.38808227, + "White_Blood_Cell_Count": 6.677639102, + "Platelet_Count": 323.4422951, + "Albumin_Level": 3.538321888, + "Alkaline_Phosphatase_Level": 44.53554231, + "Alanine_Aminotransferase_Level": 6.689612466, + "Aspartate_Aminotransferase_Level": 38.88136906, + "Creatinine_Level": 0.737941355, + "LDH_Level": 181.390547, + "Calcium_Level": 8.708095625, + "Phosphorus_Level": 4.176760631, + "Glucose_Level": 127.3468492, + "Potassium_Level": 3.723453418, + "Sodium_Level": 144.2827299, + "Smoking_Pack_Years": 24.74862104 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.13262702, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.16835949, + "White_Blood_Cell_Count": 6.764586471, + "Platelet_Count": 426.5769443, + "Albumin_Level": 3.350632163, + "Alkaline_Phosphatase_Level": 30.86412639, + "Alanine_Aminotransferase_Level": 10.04654856, + "Aspartate_Aminotransferase_Level": 35.25797577, + "Creatinine_Level": 1.409231428, + "LDH_Level": 240.4294421, + "Calcium_Level": 9.246747441, + "Phosphorus_Level": 4.672361723, + "Glucose_Level": 85.3072827, + "Potassium_Level": 4.261472368, + "Sodium_Level": 143.9343601, + "Smoking_Pack_Years": 73.0566411 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.02245081, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.98315506, + "White_Blood_Cell_Count": 6.983699429, + "Platelet_Count": 270.4087141, + "Albumin_Level": 4.836401421, + "Alkaline_Phosphatase_Level": 56.37005285, + "Alanine_Aminotransferase_Level": 27.05711709, + "Aspartate_Aminotransferase_Level": 37.10578411, + "Creatinine_Level": 0.944205796, + "LDH_Level": 195.1117596, + "Calcium_Level": 10.02383614, + "Phosphorus_Level": 4.891019065, + "Glucose_Level": 82.62009012, + "Potassium_Level": 3.529280536, + "Sodium_Level": 141.3546533, + "Smoking_Pack_Years": 4.676744651 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.22047981, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.34263004, + "White_Blood_Cell_Count": 6.314417206, + "Platelet_Count": 272.8730449, + "Albumin_Level": 4.640908704, + "Alkaline_Phosphatase_Level": 118.7940333, + "Alanine_Aminotransferase_Level": 16.66984861, + "Aspartate_Aminotransferase_Level": 33.63083797, + "Creatinine_Level": 1.009400636, + "LDH_Level": 117.9461326, + "Calcium_Level": 9.491983785, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 58.25767892, + "Alanine_Aminotransferase_Level": 36.22687979, + "Aspartate_Aminotransferase_Level": 33.8137814, + "Creatinine_Level": 0.530518678, + "LDH_Level": 199.2522526, + "Calcium_Level": 9.894640455, + "Phosphorus_Level": 3.384028233, + "Glucose_Level": 113.9331639, + "Potassium_Level": 4.534610791, + "Sodium_Level": 136.1636989, + "Smoking_Pack_Years": 99.08479796 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.57856592, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.67677452, + "White_Blood_Cell_Count": 4.458569453, + "Platelet_Count": 391.5624061, + "Albumin_Level": 3.17217449, + "Alkaline_Phosphatase_Level": 95.45771104, + "Alanine_Aminotransferase_Level": 17.1765315, + "Aspartate_Aminotransferase_Level": 20.81724595, + "Creatinine_Level": 0.858611342, + "LDH_Level": 103.7262004, + "Calcium_Level": 9.869410629, + "Phosphorus_Level": 3.847109085, + "Glucose_Level": 83.53642236, + "Potassium_Level": 4.857981315, + "Sodium_Level": 143.024453, + "Smoking_Pack_Years": 41.44240146 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.5866345, + "White_Blood_Cell_Count": 5.393329774, + "Platelet_Count": 316.3345661, + "Albumin_Level": 3.015318932, + "Alkaline_Phosphatase_Level": 55.28447303, + "Alanine_Aminotransferase_Level": 21.28313411, + "Aspartate_Aminotransferase_Level": 29.33103936, + "Creatinine_Level": 1.046602087, + "LDH_Level": 150.1054094, + "Calcium_Level": 8.226971246, + "Phosphorus_Level": 4.64389983, + "Glucose_Level": 144.8652482, + "Potassium_Level": 4.355012835, + "Sodium_Level": 135.2910374, + "Smoking_Pack_Years": 10.58784702 + }, + { + "Age": 74, + "Gender": "Male", + 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147.0079299, + "Calcium_Level": 8.201608925, + "Phosphorus_Level": 4.522236227, + "Glucose_Level": 123.7271315, + "Potassium_Level": 3.527081398, + "Sodium_Level": 143.6095922, + "Smoking_Pack_Years": 64.16128058 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.66153186, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.58559074, + "White_Blood_Cell_Count": 6.829079013, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.45544228, + "White_Blood_Cell_Count": 9.36374942, + "Platelet_Count": 235.6982407, + "Albumin_Level": 3.664954261, + "Alkaline_Phosphatase_Level": 118.3827642, + "Alanine_Aminotransferase_Level": 8.366824285, + "Aspartate_Aminotransferase_Level": 24.76209319, + "Creatinine_Level": 1.343114085, + "LDH_Level": 144.1590815, + "Calcium_Level": 8.496387611, + "Phosphorus_Level": 4.512640047, + "Glucose_Level": 114.6689434, + "Potassium_Level": 4.481804345, + "Sodium_Level": 139.9636857, + "Smoking_Pack_Years": 0.391338961 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.37515731, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.18076471, + "White_Blood_Cell_Count": 6.949434559, + "Platelet_Count": 354.2006194, + "Albumin_Level": 3.651368383, + "Alkaline_Phosphatase_Level": 111.003949, + "Alanine_Aminotransferase_Level": 19.36529515, + "Aspartate_Aminotransferase_Level": 22.76371134, + "Creatinine_Level": 1.371351163, + "LDH_Level": 173.1067273, + "Calcium_Level": 8.329561915, + "Phosphorus_Level": 4.649762242, + "Glucose_Level": 93.57600612, + "Potassium_Level": 4.722282996, + "Sodium_Level": 138.8830245, + "Smoking_Pack_Years": 89.81702781 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.40633561, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.35707858, + "White_Blood_Cell_Count": 9.747209379, + "Platelet_Count": 185.7417421, + "Albumin_Level": 4.281098665, + "Alkaline_Phosphatase_Level": 85.70644435, + "Alanine_Aminotransferase_Level": 25.94935776, + "Aspartate_Aminotransferase_Level": 26.12815845, + "Creatinine_Level": 0.968318629, + "LDH_Level": 224.5311535, + "Calcium_Level": 9.46927285, + "Phosphorus_Level": 3.612476769, + "Glucose_Level": 102.0968626, + "Potassium_Level": 4.209830526, + "Sodium_Level": 140.7326003, + "Smoking_Pack_Years": 32.95589816 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.86541176, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.44367297, + "White_Blood_Cell_Count": 8.613148829, + "Platelet_Count": 359.7890436, + "Albumin_Level": 3.165046871, + "Alkaline_Phosphatase_Level": 106.0026408, + "Alanine_Aminotransferase_Level": 22.57612407, + "Aspartate_Aminotransferase_Level": 44.53153194, + "Creatinine_Level": 1.496944929, + "LDH_Level": 172.0500225, + "Calcium_Level": 9.227140521, + "Phosphorus_Level": 2.550591123, + "Glucose_Level": 123.2604648, + "Potassium_Level": 4.226493361, + "Sodium_Level": 143.8934438, + "Smoking_Pack_Years": 91.38159279 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.68773469, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.70485151, + "White_Blood_Cell_Count": 6.459417363, + "Platelet_Count": 397.2836933, + "Albumin_Level": 4.505221844, + "Alkaline_Phosphatase_Level": 82.86158654, + "Alanine_Aminotransferase_Level": 21.3625705, + "Aspartate_Aminotransferase_Level": 25.28399449, + "Creatinine_Level": 0.563200373, + "LDH_Level": 161.8581195, + "Calcium_Level": 10.42271786, + "Phosphorus_Level": 2.561799491, + "Glucose_Level": 147.9486254, + "Potassium_Level": 3.854661994, + "Sodium_Level": 137.7789828, + "Smoking_Pack_Years": 16.39800663 + }, + { + "Age": 49, + "Gender": "Male", 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247.1578418, + "Calcium_Level": 8.96120364, + "Phosphorus_Level": 4.266418753, + "Glucose_Level": 100.1984508, + "Potassium_Level": 3.775604153, + "Sodium_Level": 143.4214357, + "Smoking_Pack_Years": 19.39620105 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.57036553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.16941851, + "White_Blood_Cell_Count": 8.680397837, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.45767702, + "White_Blood_Cell_Count": 8.493477658, + "Platelet_Count": 240.9242996, + "Albumin_Level": 4.62438125, + "Alkaline_Phosphatase_Level": 66.09773103, + "Alanine_Aminotransferase_Level": 32.30614562, + "Aspartate_Aminotransferase_Level": 45.58594886, + "Creatinine_Level": 1.460931827, + "LDH_Level": 115.0646101, + "Calcium_Level": 8.450269634, + "Phosphorus_Level": 3.556109243, + "Glucose_Level": 138.6343855, + "Potassium_Level": 4.29764967, + "Sodium_Level": 142.1267155, + "Smoking_Pack_Years": 1.400316358 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.83150795, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.25662114, + "White_Blood_Cell_Count": 9.368786756, + "Platelet_Count": 388.7029528, + "Albumin_Level": 3.638560534, + "Alkaline_Phosphatase_Level": 60.6929083, + "Alanine_Aminotransferase_Level": 12.48653317, + "Aspartate_Aminotransferase_Level": 16.92617268, + "Creatinine_Level": 1.187057215, + "LDH_Level": 236.2763802, + "Calcium_Level": 8.895612058, + "Phosphorus_Level": 4.0597332, + "Glucose_Level": 85.69084084, + "Potassium_Level": 4.413865617, + "Sodium_Level": 138.9959741, + "Smoking_Pack_Years": 49.8454657 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.52654905, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.60586482, + "White_Blood_Cell_Count": 5.348132525, + "Platelet_Count": 303.3491484, + "Albumin_Level": 4.537951957, + "Alkaline_Phosphatase_Level": 119.1428324, + "Alanine_Aminotransferase_Level": 37.77859173, + "Aspartate_Aminotransferase_Level": 44.86229451, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.17134067, + "White_Blood_Cell_Count": 8.954223127, + "Platelet_Count": 376.1704778, + "Albumin_Level": 4.148235212, + "Alkaline_Phosphatase_Level": 111.9672942, + "Alanine_Aminotransferase_Level": 36.09735302, + "Aspartate_Aminotransferase_Level": 24.40983044, + "Creatinine_Level": 1.027752768, + "LDH_Level": 200.3392468, + "Calcium_Level": 9.70737436, + "Phosphorus_Level": 3.516666587, + "Glucose_Level": 149.3288765, + "Potassium_Level": 3.553098821, + "Sodium_Level": 141.3767386, + "Smoking_Pack_Years": 8.685279047 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.45467611, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.68040697, + "White_Blood_Cell_Count": 8.671379024, + "Platelet_Count": 291.8139931, + "Albumin_Level": 3.114176821, + "Alkaline_Phosphatase_Level": 47.11284899, + "Alanine_Aminotransferase_Level": 33.80117153, + "Aspartate_Aminotransferase_Level": 42.15618857, + "Creatinine_Level": 0.79194807, + "LDH_Level": 108.9032264, + "Calcium_Level": 8.130147542, + "Phosphorus_Level": 3.686238264, + "Glucose_Level": 138.9329881, + "Potassium_Level": 4.875777824, + "Sodium_Level": 140.579267, + "Smoking_Pack_Years": 56.75684609 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.81460941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.63946072, + "White_Blood_Cell_Count": 9.000400437, + "Platelet_Count": 318.2455547, + "Albumin_Level": 3.394212741, + "Alkaline_Phosphatase_Level": 112.4681194, + "Alanine_Aminotransferase_Level": 23.57154256, + "Aspartate_Aminotransferase_Level": 33.54919116, + "Creatinine_Level": 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"Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.51055393, + "White_Blood_Cell_Count": 3.731582723, + "Platelet_Count": 416.4017374, + "Albumin_Level": 4.980796167, + "Alkaline_Phosphatase_Level": 110.0531981, + "Alanine_Aminotransferase_Level": 13.63083415, + "Aspartate_Aminotransferase_Level": 15.04439651, + "Creatinine_Level": 0.823716431, + "LDH_Level": 176.1715579, + "Calcium_Level": 10.00077054, + "Phosphorus_Level": 3.511604884, + "Glucose_Level": 110.4038522, + "Potassium_Level": 4.924621509, + "Sodium_Level": 138.7952675, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.2981109, + "White_Blood_Cell_Count": 8.755892773, + "Platelet_Count": 156.0256307, + "Albumin_Level": 4.980903057, + "Alkaline_Phosphatase_Level": 86.71659034, + "Alanine_Aminotransferase_Level": 18.48993186, + "Aspartate_Aminotransferase_Level": 41.77662188, + "Creatinine_Level": 1.397005079, + "LDH_Level": 244.1716404, + "Calcium_Level": 8.68637338, + "Phosphorus_Level": 3.403200924, + "Glucose_Level": 90.81520914, + "Potassium_Level": 4.449357807, + "Sodium_Level": 144.3978561, + "Smoking_Pack_Years": 63.10324191 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.52122631, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.13031891, + "White_Blood_Cell_Count": 5.365987448, + "Platelet_Count": 231.1181754, + "Albumin_Level": 4.36043739, + "Alkaline_Phosphatase_Level": 68.85340968, + "Alanine_Aminotransferase_Level": 20.94327413, + "Aspartate_Aminotransferase_Level": 23.56336191, + "Creatinine_Level": 1.001019603, + "LDH_Level": 182.8070991, + "Calcium_Level": 9.928967151, + "Phosphorus_Level": 4.698546563, + "Glucose_Level": 133.574592, + "Potassium_Level": 4.794288513, + "Sodium_Level": 139.3915935, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.54781286, + "White_Blood_Cell_Count": 7.388692661, + "Platelet_Count": 419.0650916, + "Albumin_Level": 4.268026707, + "Alkaline_Phosphatase_Level": 82.57669796, + "Alanine_Aminotransferase_Level": 23.39611782, + "Aspartate_Aminotransferase_Level": 18.66438111, + "Creatinine_Level": 0.988037881, + "LDH_Level": 130.0439829, + "Calcium_Level": 10.22189909, + "Phosphorus_Level": 2.758764193, + "Glucose_Level": 78.87863562, + "Potassium_Level": 3.71055322, + "Sodium_Level": 143.8823482, + "Smoking_Pack_Years": 89.04235065 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.36264391, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.9673487, + "White_Blood_Cell_Count": 8.5613036, + "Platelet_Count": 277.6751061, + "Albumin_Level": 4.494325597, + "Alkaline_Phosphatase_Level": 75.57538904, + "Alanine_Aminotransferase_Level": 15.45020218, + "Aspartate_Aminotransferase_Level": 47.4668303, + "Creatinine_Level": 0.597299848, + "LDH_Level": 218.6798617, + "Calcium_Level": 8.266395716, + "Phosphorus_Level": 2.593374925, + "Glucose_Level": 100.1392475, + "Potassium_Level": 3.643365436, + "Sodium_Level": 141.2257315, + "Smoking_Pack_Years": 58.85610505 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.33375821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.52847632, + "White_Blood_Cell_Count": 4.909783997, + "Platelet_Count": 387.8390031, + "Albumin_Level": 4.55664142, + "Alkaline_Phosphatase_Level": 119.3312538, + "Alanine_Aminotransferase_Level": 35.9089033, + "Aspartate_Aminotransferase_Level": 41.21534033, + "Creatinine_Level": 1.108928861, + "LDH_Level": 138.5709919, + "Calcium_Level": 10.3277318, + "Phosphorus_Level": 4.395231427, + "Glucose_Level": 122.8187476, + "Potassium_Level": 3.837187073, + "Sodium_Level": 137.4567212, + "Smoking_Pack_Years": 14.94173131 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.28235591, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.05212675, + "White_Blood_Cell_Count": 4.811499534, + "Platelet_Count": 185.7278754, + "Albumin_Level": 3.010222071, + "Alkaline_Phosphatase_Level": 37.56219083, + "Alanine_Aminotransferase_Level": 13.5280609, + "Aspartate_Aminotransferase_Level": 44.50268911, + "Creatinine_Level": 1.086802193, + "LDH_Level": 230.2422418, + "Calcium_Level": 8.361819235, + "Phosphorus_Level": 4.638288377, + "Glucose_Level": 104.7079712, + "Potassium_Level": 4.97012835, + "Sodium_Level": 141.47728, + "Smoking_Pack_Years": 31.80525278 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.12239959, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.59586908, + "White_Blood_Cell_Count": 5.191259235, + "Platelet_Count": 153.9382748, + "Albumin_Level": 4.726469688, + "Alkaline_Phosphatase_Level": 112.6940388, + "Alanine_Aminotransferase_Level": 19.4426091, + "Aspartate_Aminotransferase_Level": 30.93088909, + "Creatinine_Level": 0.63802409, + "LDH_Level": 197.5097899, + "Calcium_Level": 9.082200611, + "Phosphorus_Level": 3.49868494, + 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108.8736261, + "Alanine_Aminotransferase_Level": 25.07469115, + "Aspartate_Aminotransferase_Level": 34.36333523, + "Creatinine_Level": 1.34175073, + "LDH_Level": 238.2898668, + "Calcium_Level": 9.244974184, + "Phosphorus_Level": 4.963070325, + "Glucose_Level": 102.8434064, + "Potassium_Level": 4.366053872, + "Sodium_Level": 139.9393407, + "Smoking_Pack_Years": 90.77974208 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.98094967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.19275308, + "White_Blood_Cell_Count": 7.18163863, + "Platelet_Count": 307.6444179, + "Albumin_Level": 3.654685477, + "Alkaline_Phosphatase_Level": 77.74436347, + "Alanine_Aminotransferase_Level": 29.80614345, + "Aspartate_Aminotransferase_Level": 33.16577581, + "Creatinine_Level": 1.058257119, + "LDH_Level": 174.8772006, + "Calcium_Level": 8.643695211, + "Phosphorus_Level": 4.67307844, + "Glucose_Level": 108.0914099, + "Potassium_Level": 4.232571092, + "Sodium_Level": 143.1912597, + "Smoking_Pack_Years": 17.44642251 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.10512684, + "White_Blood_Cell_Count": 3.663924805, + "Platelet_Count": 315.3439171, + "Albumin_Level": 4.442230765, + "Alkaline_Phosphatase_Level": 38.8127172, + "Alanine_Aminotransferase_Level": 33.89812991, + "Aspartate_Aminotransferase_Level": 36.32165343, + "Creatinine_Level": 0.742211918, + "LDH_Level": 146.5581533, + "Calcium_Level": 8.778669454, + "Phosphorus_Level": 4.167823988, + "Glucose_Level": 117.590164, + "Potassium_Level": 4.296383992, + "Sodium_Level": 144.9202558, + "Smoking_Pack_Years": 5.624670455 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.02285938, + "White_Blood_Cell_Count": 9.215654895, + "Platelet_Count": 414.7298408, + "Albumin_Level": 3.148345061, + "Alkaline_Phosphatase_Level": 49.7621377, + "Alanine_Aminotransferase_Level": 13.36669616, + "Aspartate_Aminotransferase_Level": 29.06139631, + "Creatinine_Level": 0.683900777, + "LDH_Level": 166.6176528, + "Calcium_Level": 9.176223101, + "Phosphorus_Level": 3.670527939, + "Glucose_Level": 126.8990725, + "Potassium_Level": 3.741767322, + "Sodium_Level": 139.3505719, + "Smoking_Pack_Years": 22.27326676 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.61799731, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.31537926, + "White_Blood_Cell_Count": 5.214895369, + "Platelet_Count": 381.2352024, + "Albumin_Level": 3.826790308, + "Alkaline_Phosphatase_Level": 82.72701784, + "Alanine_Aminotransferase_Level": 26.86918456, + "Aspartate_Aminotransferase_Level": 28.33114817, + "Creatinine_Level": 0.808770358, + "LDH_Level": 199.9198867, + "Calcium_Level": 8.883649519, + "Phosphorus_Level": 3.033291914, + "Glucose_Level": 139.8603681, + "Potassium_Level": 4.82051177, + "Sodium_Level": 143.0579988, + "Smoking_Pack_Years": 17.27603713 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.21680178, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.30210329, + "White_Blood_Cell_Count": 9.409912349, + "Platelet_Count": 384.4721306, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.95274511, + "White_Blood_Cell_Count": 7.328426998, + "Platelet_Count": 431.1121062, + "Albumin_Level": 3.520152972, + "Alkaline_Phosphatase_Level": 71.76154225, + "Alanine_Aminotransferase_Level": 18.97142502, + "Aspartate_Aminotransferase_Level": 31.91208573, + "Creatinine_Level": 0.605780121, + "LDH_Level": 198.3394386, + "Calcium_Level": 8.726787059, + "Phosphorus_Level": 2.765413432, + "Glucose_Level": 91.77090392, + "Potassium_Level": 3.826601745, + "Sodium_Level": 135.3812868, + "Smoking_Pack_Years": 46.45204905 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.57586989, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.99770685, + "White_Blood_Cell_Count": 4.870719459, + "Platelet_Count": 279.1775078, + "Albumin_Level": 3.582041962, + "Alkaline_Phosphatase_Level": 60.15040328, + "Alanine_Aminotransferase_Level": 9.002744007, + "Aspartate_Aminotransferase_Level": 44.45100839, + "Creatinine_Level": 1.089391546, + "LDH_Level": 156.0424742, + "Calcium_Level": 9.548732252, + "Phosphorus_Level": 4.545268535, + "Glucose_Level": 93.02675266, + "Potassium_Level": 4.782017886, + "Sodium_Level": 135.9693864, + "Smoking_Pack_Years": 2.945065416 + }, + { + "Age": 64, + "Gender": 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"LDH_Level": 155.9691514, + "Calcium_Level": 8.820577184, + "Phosphorus_Level": 4.681468757, + "Glucose_Level": 123.251659, + "Potassium_Level": 4.404586154, + "Sodium_Level": 136.7683837, + "Smoking_Pack_Years": 95.13162857 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.77541583, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.3681323, + "White_Blood_Cell_Count": 7.463910304, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.92826893, + "White_Blood_Cell_Count": 8.595862155, + "Platelet_Count": 374.401629, + "Albumin_Level": 3.032559541, + "Alkaline_Phosphatase_Level": 119.9188365, + "Alanine_Aminotransferase_Level": 27.06023356, + "Aspartate_Aminotransferase_Level": 19.0277455, + "Creatinine_Level": 0.973274893, + "LDH_Level": 156.5201054, + "Calcium_Level": 9.191380598, + "Phosphorus_Level": 3.513072416, + "Glucose_Level": 99.69224867, + "Potassium_Level": 4.565666877, + "Sodium_Level": 144.4454084, + "Smoking_Pack_Years": 60.61478162 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.44789069, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.58536617, + "White_Blood_Cell_Count": 7.530633166, + "Platelet_Count": 187.9982635, + "Albumin_Level": 3.72779843, + "Alkaline_Phosphatase_Level": 75.08967041, + "Alanine_Aminotransferase_Level": 35.58757127, + "Aspartate_Aminotransferase_Level": 39.51762634, + "Creatinine_Level": 0.85935259, + "LDH_Level": 169.5400003, + "Calcium_Level": 9.386477784, + "Phosphorus_Level": 2.897389963, + "Glucose_Level": 88.21529885, + "Potassium_Level": 4.349503334, + "Sodium_Level": 138.4973966, + "Smoking_Pack_Years": 83.84534238 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.35107159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.06319253, + "White_Blood_Cell_Count": 9.065931161, + "Platelet_Count": 319.9651577, + "Albumin_Level": 3.564569254, + "Alkaline_Phosphatase_Level": 65.26822278, + "Alanine_Aminotransferase_Level": 23.44863472, + "Aspartate_Aminotransferase_Level": 30.30755159, + "Creatinine_Level": 1.170250019, + "LDH_Level": 170.8372243, + "Calcium_Level": 8.459004471, + "Phosphorus_Level": 2.572655626, + "Glucose_Level": 111.5423368, + "Potassium_Level": 3.509125655, + "Sodium_Level": 141.3836484, + "Smoking_Pack_Years": 23.71887479 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.52260737, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.022055, + "White_Blood_Cell_Count": 5.350959803, + "Platelet_Count": 304.6923519, + "Albumin_Level": 4.255874205, + "Alkaline_Phosphatase_Level": 113.4232127, + "Alanine_Aminotransferase_Level": 34.91626779, + "Aspartate_Aminotransferase_Level": 24.75665553, + "Creatinine_Level": 0.814302886, + "LDH_Level": 225.6383981, + "Calcium_Level": 10.24991846, + "Phosphorus_Level": 4.179570069, + "Glucose_Level": 92.75055301, + "Potassium_Level": 3.557696648, + "Sodium_Level": 138.6627483, + "Smoking_Pack_Years": 81.86223291 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.91596665, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.67531754, + "White_Blood_Cell_Count": 7.138852491, + "Platelet_Count": 218.5039112, + "Albumin_Level": 4.436466725, + "Alkaline_Phosphatase_Level": 33.44885899, + "Alanine_Aminotransferase_Level": 25.57977397, + "Aspartate_Aminotransferase_Level": 36.96280029, + "Creatinine_Level": 0.674051592, + "LDH_Level": 190.6078469, + "Calcium_Level": 9.873315771, + "Phosphorus_Level": 3.639404325, + "Glucose_Level": 115.2402359, + "Potassium_Level": 4.600790406, + "Sodium_Level": 144.5391869, + "Smoking_Pack_Years": 52.63713438 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.29797775, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.97101532, + "White_Blood_Cell_Count": 8.592483884, + "Platelet_Count": 262.4983496, + "Albumin_Level": 4.392330291, + "Alkaline_Phosphatase_Level": 59.1561325, + "Alanine_Aminotransferase_Level": 25.34542396, + "Aspartate_Aminotransferase_Level": 46.02127073, + "Creatinine_Level": 0.889354027, + "LDH_Level": 168.2031216, + "Calcium_Level": 10.01291865, + "Phosphorus_Level": 3.389731456, + "Glucose_Level": 77.31076709, + "Potassium_Level": 3.614448932, + "Sodium_Level": 137.4783227, + "Smoking_Pack_Years": 70.368183 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.37675921, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.66422521, + "White_Blood_Cell_Count": 7.243276298, + "Platelet_Count": 249.3105869, + "Albumin_Level": 3.29365504, + "Alkaline_Phosphatase_Level": 60.38849097, + "Alanine_Aminotransferase_Level": 29.73411086, + "Aspartate_Aminotransferase_Level": 10.44228572, + "Creatinine_Level": 1.102604188, + "LDH_Level": 114.8908921, + "Calcium_Level": 8.24791741, + "Phosphorus_Level": 3.149242304, + "Glucose_Level": 119.3650003, + "Potassium_Level": 4.029826504, + "Sodium_Level": 143.5661811, + "Smoking_Pack_Years": 62.96665258 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.62422448, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.6899482, + "White_Blood_Cell_Count": 8.051258794, + "Platelet_Count": 321.205988, + "Albumin_Level": 4.069242308, + "Alkaline_Phosphatase_Level": 85.99028071, + "Alanine_Aminotransferase_Level": 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"Potassium_Level": 3.822171583, + "Sodium_Level": 137.8307146, + "Smoking_Pack_Years": 62.90425139 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.39052173, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.30402721, + "White_Blood_Cell_Count": 3.82117948, + "Platelet_Count": 260.0236897, + "Albumin_Level": 4.455663226, + "Alkaline_Phosphatase_Level": 38.39171637, + "Alanine_Aminotransferase_Level": 23.17164084, + "Aspartate_Aminotransferase_Level": 14.72330334, + "Creatinine_Level": 1.055450198, + "LDH_Level": 244.7537994, + "Calcium_Level": 9.558960089, + "Phosphorus_Level": 4.553276021, + "Glucose_Level": 83.77017324, + "Potassium_Level": 4.39681989, + "Sodium_Level": 142.0743352, + "Smoking_Pack_Years": 89.78213846 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.88311847, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.34399754, + "White_Blood_Cell_Count": 5.284731562, + "Platelet_Count": 427.6199155, + "Albumin_Level": 3.551920159, + "Alkaline_Phosphatase_Level": 30.87089873, + "Alanine_Aminotransferase_Level": 15.4670824, + "Aspartate_Aminotransferase_Level": 30.40038908, + "Creatinine_Level": 1.333273652, + "LDH_Level": 199.4403388, + "Calcium_Level": 8.922963733, + "Phosphorus_Level": 3.037253217, + "Glucose_Level": 149.0769349, + "Potassium_Level": 4.143430927, + "Sodium_Level": 139.7210132, + "Smoking_Pack_Years": 80.96260432 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.49814353, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.76960909, + "White_Blood_Cell_Count": 4.313263522, + "Platelet_Count": 426.4076705, + "Albumin_Level": 4.554755348, + "Alkaline_Phosphatase_Level": 81.56410977, + "Alanine_Aminotransferase_Level": 16.54166552, + "Aspartate_Aminotransferase_Level": 12.36450436, + "Creatinine_Level": 1.411021194, + "LDH_Level": 241.9495035, + "Calcium_Level": 9.802485387, + "Phosphorus_Level": 4.824596025, + "Glucose_Level": 101.4911148, + "Potassium_Level": 3.913026896, + "Sodium_Level": 142.6356567, + "Smoking_Pack_Years": 66.3878389 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.99851694, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.36751756, + "White_Blood_Cell_Count": 5.435538237, + "Platelet_Count": 426.7177226, + "Albumin_Level": 3.077406573, + "Alkaline_Phosphatase_Level": 84.41779467, + "Alanine_Aminotransferase_Level": 39.80728805, + "Aspartate_Aminotransferase_Level": 25.11259394, + "Creatinine_Level": 0.756586913, + "LDH_Level": 196.5362871, + "Calcium_Level": 8.192523283, + "Phosphorus_Level": 3.140900756, + 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"Alkaline_Phosphatase_Level": 112.0222633, + "Alanine_Aminotransferase_Level": 5.594700735, + "Aspartate_Aminotransferase_Level": 25.1378785, + "Creatinine_Level": 0.731964372, + "LDH_Level": 232.6946523, + "Calcium_Level": 8.881881542, + "Phosphorus_Level": 4.07589418, + "Glucose_Level": 121.9863564, + "Potassium_Level": 4.742401854, + "Sodium_Level": 139.1834349, + "Smoking_Pack_Years": 12.69841505 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.7882869, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.87750823, + "White_Blood_Cell_Count": 7.95968067, + "Platelet_Count": 286.863195, + "Albumin_Level": 3.800448154, + "Alkaline_Phosphatase_Level": 99.82467413, + "Alanine_Aminotransferase_Level": 30.41904231, + "Aspartate_Aminotransferase_Level": 25.54098666, + "Creatinine_Level": 0.94300798, + "LDH_Level": 174.9286011, + "Calcium_Level": 8.816721977, + "Phosphorus_Level": 2.986674089, + "Glucose_Level": 128.531987, + "Potassium_Level": 3.974761847, + "Sodium_Level": 140.8423014, + "Smoking_Pack_Years": 76.29795452 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.14087684, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.13450153, + "White_Blood_Cell_Count": 8.807584132, + "Platelet_Count": 394.2877326, + "Albumin_Level": 3.698533526, + "Alkaline_Phosphatase_Level": 90.7699503, + "Alanine_Aminotransferase_Level": 29.4977408, + "Aspartate_Aminotransferase_Level": 48.11964755, + "Creatinine_Level": 1.482228445, + "LDH_Level": 120.7904574, + "Calcium_Level": 9.359812376, + "Phosphorus_Level": 4.488865768, + "Glucose_Level": 134.0694919, + "Potassium_Level": 4.333177297, + "Sodium_Level": 135.9864569, + "Smoking_Pack_Years": 19.5119738 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.36417073, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.05950899, + "White_Blood_Cell_Count": 8.887936384, + "Platelet_Count": 386.31004, + "Albumin_Level": 3.321126206, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.75844087, + "White_Blood_Cell_Count": 4.909418401, + "Platelet_Count": 173.4306866, + "Albumin_Level": 4.333100748, + "Alkaline_Phosphatase_Level": 42.83838343, + "Alanine_Aminotransferase_Level": 31.26768561, + "Aspartate_Aminotransferase_Level": 25.27597685, + "Creatinine_Level": 0.812836063, + "LDH_Level": 231.4372368, + "Calcium_Level": 9.978969059, + "Phosphorus_Level": 3.84267202, + "Glucose_Level": 91.64575447, + "Potassium_Level": 4.450829392, + "Sodium_Level": 138.5146335, + "Smoking_Pack_Years": 58.99045154 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": 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8.248406583, + "Phosphorus_Level": 4.998582046, + "Glucose_Level": 97.47056111, + "Potassium_Level": 3.921571908, + "Sodium_Level": 139.0100144, + "Smoking_Pack_Years": 60.85879552 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.68842477, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.26815467, + "White_Blood_Cell_Count": 7.698147496, + "Platelet_Count": 190.3128461, + 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191.4124813, + "Calcium_Level": 9.380139115, + "Phosphorus_Level": 4.389718683, + "Glucose_Level": 124.6780276, + "Potassium_Level": 4.552744716, + "Sodium_Level": 139.6194146, + "Smoking_Pack_Years": 49.94768545 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.80390903, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.6453426, + "White_Blood_Cell_Count": 3.503470235, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.2120076, + "White_Blood_Cell_Count": 8.733134329, + "Platelet_Count": 156.3873274, + "Albumin_Level": 4.338066488, + "Alkaline_Phosphatase_Level": 31.83963253, + "Alanine_Aminotransferase_Level": 20.20951079, + "Aspartate_Aminotransferase_Level": 44.6662143, + "Creatinine_Level": 1.022165489, + "LDH_Level": 150.8452504, + "Calcium_Level": 8.211525912, + "Phosphorus_Level": 4.01110473, + "Glucose_Level": 105.8313084, + "Potassium_Level": 3.837344344, + "Sodium_Level": 139.5360637, + "Smoking_Pack_Years": 7.935318639 + }, + { + "Age": 67, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.92751121, + "White_Blood_Cell_Count": 6.41879067, + "Platelet_Count": 395.4573155, + "Albumin_Level": 4.698695327, + "Alkaline_Phosphatase_Level": 95.28710661, + "Alanine_Aminotransferase_Level": 27.91924872, + "Aspartate_Aminotransferase_Level": 30.68013379, + "Creatinine_Level": 0.522125067, + "LDH_Level": 202.6384814, + "Calcium_Level": 8.052611821, + "Phosphorus_Level": 3.467711845, + "Glucose_Level": 124.768996, + "Potassium_Level": 4.418892424, + "Sodium_Level": 138.2934322, + "Smoking_Pack_Years": 25.140801 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.45409175, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.6987986, + "White_Blood_Cell_Count": 5.821965894, + "Platelet_Count": 447.6703902, + "Albumin_Level": 3.135146483, + "Alkaline_Phosphatase_Level": 78.96447035, + "Alanine_Aminotransferase_Level": 38.95337891, + "Aspartate_Aminotransferase_Level": 19.81865283, + "Creatinine_Level": 0.830360484, + "LDH_Level": 230.4281714, + "Calcium_Level": 8.577368622, + "Phosphorus_Level": 3.832134459, + "Glucose_Level": 112.285866, + "Potassium_Level": 4.025457122, + "Sodium_Level": 137.8762739, + "Smoking_Pack_Years": 47.14789717 + }, + { 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1.346916424, + "LDH_Level": 181.1834139, + "Calcium_Level": 8.184659402, + "Phosphorus_Level": 2.705675051, + "Glucose_Level": 114.6607285, + "Potassium_Level": 3.895058281, + "Sodium_Level": 139.8308366, + "Smoking_Pack_Years": 61.54910183 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.66890667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.5035322, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.68671112, + "White_Blood_Cell_Count": 5.760300603, + "Platelet_Count": 159.7194845, + "Albumin_Level": 4.36230336, + "Alkaline_Phosphatase_Level": 32.48962254, + "Alanine_Aminotransferase_Level": 19.89689486, + "Aspartate_Aminotransferase_Level": 30.92567107, + "Creatinine_Level": 1.424969135, + "LDH_Level": 245.2059812, + "Calcium_Level": 8.202856464, + "Phosphorus_Level": 3.915136843, + "Glucose_Level": 110.3877988, + "Potassium_Level": 4.510471653, + "Sodium_Level": 143.7164969, + "Smoking_Pack_Years": 25.76237882 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.62379857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": 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80.71621946 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.94428353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.30384901, + "White_Blood_Cell_Count": 7.597200754, + "Platelet_Count": 322.6204359, + "Albumin_Level": 3.134167919, + "Alkaline_Phosphatase_Level": 38.95217428, + "Alanine_Aminotransferase_Level": 19.53084628, + "Aspartate_Aminotransferase_Level": 45.68417949, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.15383918, + "White_Blood_Cell_Count": 9.608647896, + "Platelet_Count": 242.0461884, + "Albumin_Level": 3.648598607, + "Alkaline_Phosphatase_Level": 97.93968457, + "Alanine_Aminotransferase_Level": 23.83567276, + "Aspartate_Aminotransferase_Level": 49.75585213, + "Creatinine_Level": 0.690079401, + "LDH_Level": 182.5333342, + "Calcium_Level": 9.450158881, + "Phosphorus_Level": 3.297497007, + "Glucose_Level": 121.479066, + "Potassium_Level": 4.117658596, + "Sodium_Level": 139.1649674, + "Smoking_Pack_Years": 1.013676311 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.60710408, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.15258842, + "White_Blood_Cell_Count": 4.361877412, + "Platelet_Count": 295.1093068, + "Albumin_Level": 4.091434543, + "Alkaline_Phosphatase_Level": 92.08246526, + "Alanine_Aminotransferase_Level": 19.76412274, + "Aspartate_Aminotransferase_Level": 46.34909136, + "Creatinine_Level": 0.704499663, + "LDH_Level": 126.9044321, + "Calcium_Level": 9.591578212, + "Phosphorus_Level": 3.996177445, + "Glucose_Level": 111.5795142, + "Potassium_Level": 3.834234811, + "Sodium_Level": 143.0524385, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.3431602, + "White_Blood_Cell_Count": 5.457305253, + "Platelet_Count": 396.16455, + "Albumin_Level": 4.094322555, + "Alkaline_Phosphatase_Level": 58.67607765, + "Alanine_Aminotransferase_Level": 26.41229288, + "Aspartate_Aminotransferase_Level": 21.59950433, + "Creatinine_Level": 1.149266366, + "LDH_Level": 197.2465524, + "Calcium_Level": 10.0501888, + "Phosphorus_Level": 4.707789772, + "Glucose_Level": 101.3760081, + "Potassium_Level": 3.939835119, + "Sodium_Level": 141.1405646, + "Smoking_Pack_Years": 11.21199482 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.75387648, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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28.93366545, + "Aspartate_Aminotransferase_Level": 27.98152134, + "Creatinine_Level": 0.81791463, + "LDH_Level": 199.2884574, + "Calcium_Level": 8.788373169, + "Phosphorus_Level": 3.439998909, + "Glucose_Level": 138.9047025, + "Potassium_Level": 4.040849186, + "Sodium_Level": 136.2837148, + "Smoking_Pack_Years": 82.84750716 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.11177076, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.68215862, + "White_Blood_Cell_Count": 3.619592578, + "Platelet_Count": 352.5783773, + "Albumin_Level": 3.456706175, + "Alkaline_Phosphatase_Level": 97.63019361, + "Alanine_Aminotransferase_Level": 34.25457485, + "Aspartate_Aminotransferase_Level": 11.51236668, + "Creatinine_Level": 1.206478073, + "LDH_Level": 126.1226832, + "Calcium_Level": 10.40426118, + "Phosphorus_Level": 3.72475151, + "Glucose_Level": 83.50957487, + "Potassium_Level": 3.663267039, + "Sodium_Level": 144.8119888, + "Smoking_Pack_Years": 80.03167279 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.61474591, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.88920549, + "White_Blood_Cell_Count": 5.215234448, + "Platelet_Count": 181.754293, + "Albumin_Level": 3.294611088, + "Alkaline_Phosphatase_Level": 66.94824931, + "Alanine_Aminotransferase_Level": 23.64838758, + "Aspartate_Aminotransferase_Level": 38.42023738, + "Creatinine_Level": 0.91295606, + "LDH_Level": 158.3608463, + "Calcium_Level": 9.775058428, + "Phosphorus_Level": 3.585923394, + "Glucose_Level": 104.7398087, + "Potassium_Level": 4.613789738, + "Sodium_Level": 136.4804052, + "Smoking_Pack_Years": 57.63223845 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.09532079, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 21.73497921, + "Aspartate_Aminotransferase_Level": 10.99426078, + "Creatinine_Level": 0.909955579, + "LDH_Level": 149.824735, + "Calcium_Level": 8.141451564, + "Phosphorus_Level": 4.727028863, + "Glucose_Level": 148.9627361, + "Potassium_Level": 4.055148627, + "Sodium_Level": 144.4916384, + "Smoking_Pack_Years": 43.42225795 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.99053919, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.95027783, + "White_Blood_Cell_Count": 9.768802032, + "Platelet_Count": 334.8925567, + "Albumin_Level": 3.315991892, + "Alkaline_Phosphatase_Level": 78.93197743, + "Alanine_Aminotransferase_Level": 18.18004866, + "Aspartate_Aminotransferase_Level": 20.62898453, + "Creatinine_Level": 1.391399898, + "LDH_Level": 177.5355504, + "Calcium_Level": 9.825133916, + "Phosphorus_Level": 3.788334132, + "Glucose_Level": 106.3647255, + "Potassium_Level": 4.835636402, + "Sodium_Level": 135.4757433, + "Smoking_Pack_Years": 12.47027783 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.04739783, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.87829266, + "White_Blood_Cell_Count": 3.621356593, + "Platelet_Count": 431.6795583, + "Albumin_Level": 3.003733366, + "Alkaline_Phosphatase_Level": 64.86489991, + "Alanine_Aminotransferase_Level": 21.17070967, + "Aspartate_Aminotransferase_Level": 43.40302706, + "Creatinine_Level": 1.314378611, + "LDH_Level": 225.8224665, + "Calcium_Level": 8.756099361, + "Phosphorus_Level": 4.335738245, + "Glucose_Level": 117.8813259, + "Potassium_Level": 4.359211608, + "Sodium_Level": 141.5520068, + "Smoking_Pack_Years": 41.25990366 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.16798977, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.95586081, + "White_Blood_Cell_Count": 9.134418992, + "Platelet_Count": 327.8512922, + "Albumin_Level": 4.102046917, + "Alkaline_Phosphatase_Level": 111.0696623, + "Alanine_Aminotransferase_Level": 9.181174366, + "Aspartate_Aminotransferase_Level": 36.41828314, + "Creatinine_Level": 0.989033856, + "LDH_Level": 243.1486681, + "Calcium_Level": 9.994760154, + "Phosphorus_Level": 2.696620405, + "Glucose_Level": 114.847258, + "Potassium_Level": 4.477077948, + "Sodium_Level": 139.6644894, + "Smoking_Pack_Years": 80.85333164 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": 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201.2638113, + "Calcium_Level": 10.25654727, + "Phosphorus_Level": 2.814623746, + "Glucose_Level": 138.4875793, + "Potassium_Level": 3.791105544, + "Sodium_Level": 142.4975084, + "Smoking_Pack_Years": 7.164969684 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.24231753, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.66939398, + "White_Blood_Cell_Count": 6.479328115, + 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34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.5826449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.30957384, + "White_Blood_Cell_Count": 9.820362855, + "Platelet_Count": 326.2368394, + "Albumin_Level": 3.238969786, + "Alkaline_Phosphatase_Level": 56.98867226, + "Alanine_Aminotransferase_Level": 15.34202895, + "Aspartate_Aminotransferase_Level": 47.85058543, + "Creatinine_Level": 0.892427404, + 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"Potassium_Level": 4.801834506, + "Sodium_Level": 138.6572468, + "Smoking_Pack_Years": 64.30536899 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.09682759, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.12483555, + "White_Blood_Cell_Count": 6.513768562, + "Platelet_Count": 268.9721349, + "Albumin_Level": 4.938076857, + "Alkaline_Phosphatase_Level": 100.2551078, + 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"Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.17315675, + "White_Blood_Cell_Count": 8.899029243, + "Platelet_Count": 438.0612926, + "Albumin_Level": 4.385437848, + "Alkaline_Phosphatase_Level": 52.35848092, + "Alanine_Aminotransferase_Level": 27.12579796, + "Aspartate_Aminotransferase_Level": 19.82565984, + "Creatinine_Level": 0.957091737, + "LDH_Level": 217.8680044, + "Calcium_Level": 9.481137997, + "Phosphorus_Level": 4.674500773, + "Glucose_Level": 93.98257948, + "Potassium_Level": 4.216210392, + "Sodium_Level": 136.6952765, + "Smoking_Pack_Years": 66.11217414 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.97009985, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.56734464, + "White_Blood_Cell_Count": 8.986711453, + "Platelet_Count": 339.8489638, + "Albumin_Level": 4.728653057, + "Alkaline_Phosphatase_Level": 65.43849742, + "Alanine_Aminotransferase_Level": 16.99896431, + "Aspartate_Aminotransferase_Level": 39.39565558, + "Creatinine_Level": 0.570485455, + "LDH_Level": 114.5350038, + "Calcium_Level": 10.19731104, + "Phosphorus_Level": 2.723006066, + "Glucose_Level": 143.8594804, + "Potassium_Level": 4.918917913, + "Sodium_Level": 140.060664, + "Smoking_Pack_Years": 98.58339832 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.50992673, + "Tumor_Location": 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81.58674665, + "Potassium_Level": 4.167851445, + "Sodium_Level": 141.3555428, + "Smoking_Pack_Years": 52.51274134 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.55319649, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.26674454, + "White_Blood_Cell_Count": 4.162641578, + "Platelet_Count": 356.1614388, + "Albumin_Level": 4.574384303, + "Alkaline_Phosphatase_Level": 119.1600723, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.23568207, + "White_Blood_Cell_Count": 5.72092343, + "Platelet_Count": 353.2113246, + "Albumin_Level": 4.888599816, + "Alkaline_Phosphatase_Level": 36.95723097, + "Alanine_Aminotransferase_Level": 22.17750085, + "Aspartate_Aminotransferase_Level": 19.11590609, + "Creatinine_Level": 1.010699459, + "LDH_Level": 157.8558135, + "Calcium_Level": 8.894433805, + "Phosphorus_Level": 4.122473318, + "Glucose_Level": 118.4554283, + "Potassium_Level": 4.847301197, + "Sodium_Level": 137.3900723, + "Smoking_Pack_Years": 48.34544015 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.38031908, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.78912489, + "White_Blood_Cell_Count": 4.22665665, + "Platelet_Count": 244.2384943, + "Albumin_Level": 3.950200126, + "Alkaline_Phosphatase_Level": 105.785543, + "Alanine_Aminotransferase_Level": 10.76745989, + "Aspartate_Aminotransferase_Level": 46.17561777, + "Creatinine_Level": 1.498505203, + "LDH_Level": 152.5984289, + "Calcium_Level": 8.499537951, + "Phosphorus_Level": 3.781205504, + "Glucose_Level": 118.2246396, + "Potassium_Level": 4.249852794, + "Sodium_Level": 141.0991519, + "Smoking_Pack_Years": 35.65685008 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.71644722, + "White_Blood_Cell_Count": 9.345362752, + "Platelet_Count": 422.5329757, + "Albumin_Level": 4.472897132, + "Alkaline_Phosphatase_Level": 110.6305023, + "Alanine_Aminotransferase_Level": 24.35875604, + "Aspartate_Aminotransferase_Level": 36.62373541, + "Creatinine_Level": 0.954336063, + "LDH_Level": 142.4262482, + "Calcium_Level": 9.420607806, + "Phosphorus_Level": 2.791794214, + "Glucose_Level": 110.4757395, + "Potassium_Level": 4.755096995, + "Sodium_Level": 142.8158178, + "Smoking_Pack_Years": 52.76806815 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.42737161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.15028458, + "White_Blood_Cell_Count": 7.651824907, + "Platelet_Count": 234.2079833, + "Albumin_Level": 4.068824971, + "Alkaline_Phosphatase_Level": 58.87245073, + "Alanine_Aminotransferase_Level": 39.98394159, + "Aspartate_Aminotransferase_Level": 21.81165305, + "Creatinine_Level": 0.751910979, + "LDH_Level": 242.9347584, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.64575434, + "White_Blood_Cell_Count": 6.571809729, + "Platelet_Count": 427.5060116, + "Albumin_Level": 4.192156981, + "Alkaline_Phosphatase_Level": 33.61844476, + "Alanine_Aminotransferase_Level": 14.09945978, + "Aspartate_Aminotransferase_Level": 38.96365467, + "Creatinine_Level": 1.454225758, + "LDH_Level": 180.0848041, + "Calcium_Level": 8.617749478, + "Phosphorus_Level": 4.859871094, + "Glucose_Level": 100.1950537, + "Potassium_Level": 4.007811585, + "Sodium_Level": 142.8020193, + "Smoking_Pack_Years": 9.410270992 + }, + { + "Age": 79, + "Gender": 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188.0942699, + "Calcium_Level": 9.122201622, + "Phosphorus_Level": 3.209962592, + "Glucose_Level": 145.8435522, + "Potassium_Level": 4.769944555, + "Sodium_Level": 141.9136106, + "Smoking_Pack_Years": 29.88095089 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.34557044, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.85791504, + "White_Blood_Cell_Count": 8.281304899, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.3279483, + "White_Blood_Cell_Count": 6.785492483, + "Platelet_Count": 288.9893054, + "Albumin_Level": 3.969680419, + "Alkaline_Phosphatase_Level": 65.50811798, + "Alanine_Aminotransferase_Level": 38.57538374, + "Aspartate_Aminotransferase_Level": 18.14836581, + "Creatinine_Level": 0.648447698, + "LDH_Level": 190.3931215, + "Calcium_Level": 10.25328996, + "Phosphorus_Level": 2.933300792, + "Glucose_Level": 141.31637, + "Potassium_Level": 3.611421739, + "Sodium_Level": 138.5365615, + "Smoking_Pack_Years": 75.58784258 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.37287971, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.25434035, + "White_Blood_Cell_Count": 5.335569301, + "Platelet_Count": 288.3411704, + "Albumin_Level": 4.732472773, + "Alkaline_Phosphatase_Level": 40.25070127, + "Alanine_Aminotransferase_Level": 5.519736412, + "Aspartate_Aminotransferase_Level": 34.3980062, + "Creatinine_Level": 1.496806252, + "LDH_Level": 160.0913172, + "Calcium_Level": 9.016710155, + "Phosphorus_Level": 3.448659278, + "Glucose_Level": 81.97583259, + "Potassium_Level": 4.627891214, + "Sodium_Level": 144.7606775, + "Smoking_Pack_Years": 17.74488761 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.40424799, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.24247691, + "White_Blood_Cell_Count": 6.568551434, + "Platelet_Count": 241.9467847, + "Albumin_Level": 4.930874139, + "Alkaline_Phosphatase_Level": 61.17145917, + "Alanine_Aminotransferase_Level": 16.74460453, + "Aspartate_Aminotransferase_Level": 45.70892018, + "Creatinine_Level": 0.577716595, + "LDH_Level": 132.1202867, + "Calcium_Level": 9.371409033, + "Phosphorus_Level": 3.163673298, + "Glucose_Level": 75.74698982, + "Potassium_Level": 3.800479135, + "Sodium_Level": 138.6942198, + "Smoking_Pack_Years": 48.45822594 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.34349232, + "White_Blood_Cell_Count": 3.546692727, + "Platelet_Count": 445.421698, + "Albumin_Level": 4.411987889, + "Alkaline_Phosphatase_Level": 56.92006163, + "Alanine_Aminotransferase_Level": 26.24087158, + "Aspartate_Aminotransferase_Level": 11.93024297, + "Creatinine_Level": 0.927140441, + "LDH_Level": 183.3075138, + "Calcium_Level": 9.123550462, + "Phosphorus_Level": 2.872315088, + "Glucose_Level": 107.4282073, + "Potassium_Level": 4.33924239, + "Sodium_Level": 137.1962241, + "Smoking_Pack_Years": 45.50162942 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.35104089, + "White_Blood_Cell_Count": 4.437313067, + "Platelet_Count": 291.4879346, + "Albumin_Level": 3.664177762, + "Alkaline_Phosphatase_Level": 95.78742206, + "Alanine_Aminotransferase_Level": 27.87838146, + "Aspartate_Aminotransferase_Level": 29.51523116, + "Creatinine_Level": 1.047353121, + "LDH_Level": 104.9539519, + "Calcium_Level": 10.40119526, + "Phosphorus_Level": 3.699542383, + "Glucose_Level": 133.3727596, + "Potassium_Level": 3.591841357, + "Sodium_Level": 144.466551, + "Smoking_Pack_Years": 17.94466116 + }, + { + "Age": 67, + "Gender": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.58634687, + "White_Blood_Cell_Count": 5.666047371, + "Platelet_Count": 328.3994406, + "Albumin_Level": 3.235793602, + "Alkaline_Phosphatase_Level": 57.13938712, + "Alanine_Aminotransferase_Level": 11.74780018, + "Aspartate_Aminotransferase_Level": 22.89798329, + "Creatinine_Level": 1.370445536, + "LDH_Level": 170.0752606, + "Calcium_Level": 8.055317761, + "Phosphorus_Level": 4.109258872, + "Glucose_Level": 113.9546395, + "Potassium_Level": 4.024151416, + "Sodium_Level": 142.5534002, + "Smoking_Pack_Years": 57.67679376 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.31427506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.8738796, + "White_Blood_Cell_Count": 5.792923863, + "Platelet_Count": 184.6718977, + "Albumin_Level": 4.444194181, + "Alkaline_Phosphatase_Level": 38.71234227, + "Alanine_Aminotransferase_Level": 21.00376281, + "Aspartate_Aminotransferase_Level": 16.76939289, + "Creatinine_Level": 1.355810549, + "LDH_Level": 116.1019356, + "Calcium_Level": 9.565341362, + "Phosphorus_Level": 4.056928407, + "Glucose_Level": 118.5658059, + "Potassium_Level": 4.495139073, + "Sodium_Level": 137.4567994, + "Smoking_Pack_Years": 12.52475612 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.47451, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.29697347, + "White_Blood_Cell_Count": 3.582671133, + "Platelet_Count": 415.346475, + "Albumin_Level": 3.851911314, + "Alkaline_Phosphatase_Level": 94.50622823, + "Alanine_Aminotransferase_Level": 35.891325, + "Aspartate_Aminotransferase_Level": 48.39777139, + "Creatinine_Level": 0.599280974, + "LDH_Level": 210.9858671, + "Calcium_Level": 9.433100571, + "Phosphorus_Level": 3.745884919, + "Glucose_Level": 120.9922412, + "Potassium_Level": 3.580117406, + "Sodium_Level": 141.5650578, + "Smoking_Pack_Years": 67.50045806 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.46720037, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.59304267, + "White_Blood_Cell_Count": 6.155132641, + "Platelet_Count": 423.0274866, + "Albumin_Level": 3.75079394, + "Alkaline_Phosphatase_Level": 118.1983133, + "Alanine_Aminotransferase_Level": 26.88333244, + "Aspartate_Aminotransferase_Level": 29.96092845, + "Creatinine_Level": 1.048685878, + "LDH_Level": 238.549651, + "Calcium_Level": 9.736775816, + "Phosphorus_Level": 4.342439932, + "Glucose_Level": 74.65376342, + "Potassium_Level": 4.23557789, + "Sodium_Level": 144.5196517, + "Smoking_Pack_Years": 44.20714229 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.70048113, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.50354699, + "White_Blood_Cell_Count": 4.802014927, + "Platelet_Count": 194.2263561, + "Albumin_Level": 4.422675193, + "Alkaline_Phosphatase_Level": 103.2019921, + "Alanine_Aminotransferase_Level": 21.16697443, + "Aspartate_Aminotransferase_Level": 23.46168092, + "Creatinine_Level": 0.925906218, + "LDH_Level": 199.4719591, + "Calcium_Level": 9.636837617, + "Phosphorus_Level": 3.495511179, + "Glucose_Level": 80.98525235, + "Potassium_Level": 4.180415402, + "Sodium_Level": 143.8081198, + "Smoking_Pack_Years": 95.2598697 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.28917155, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.94176679, + "White_Blood_Cell_Count": 8.829702124, + "Platelet_Count": 448.543502, + "Albumin_Level": 4.829369918, + "Alkaline_Phosphatase_Level": 110.3489195, + "Alanine_Aminotransferase_Level": 14.12413241, + "Aspartate_Aminotransferase_Level": 10.0567216, + "Creatinine_Level": 1.29317123, + "LDH_Level": 225.5752025, + "Calcium_Level": 8.712787998, + "Phosphorus_Level": 2.715897229, + "Glucose_Level": 108.8870902, + "Potassium_Level": 3.967796526, + "Sodium_Level": 138.60043, + "Smoking_Pack_Years": 9.85830726 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.12179211, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.51055411, + "White_Blood_Cell_Count": 9.398508584, + "Platelet_Count": 315.8300276, + "Albumin_Level": 3.747548492, + "Alkaline_Phosphatase_Level": 53.34461888, + "Alanine_Aminotransferase_Level": 31.71747796, + "Aspartate_Aminotransferase_Level": 24.86862672, + "Creatinine_Level": 0.921333492, + "LDH_Level": 200.0110686, + "Calcium_Level": 9.048593196, + "Phosphorus_Level": 3.239525776, + "Glucose_Level": 146.8076402, + "Potassium_Level": 3.695261673, + "Sodium_Level": 143.8986303, + "Smoking_Pack_Years": 28.47964591 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.31693226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.73367108, + "White_Blood_Cell_Count": 6.010084155, + "Platelet_Count": 252.9119888, + "Albumin_Level": 4.652618412, + "Alkaline_Phosphatase_Level": 40.47041644, + "Alanine_Aminotransferase_Level": 28.83201019, + "Aspartate_Aminotransferase_Level": 47.32495205, + "Creatinine_Level": 0.951646956, + "LDH_Level": 213.9219371, + "Calcium_Level": 8.263059077, + "Phosphorus_Level": 2.758989313, + "Glucose_Level": 74.85754178, + "Potassium_Level": 4.134175468, + "Sodium_Level": 143.4693482, + "Smoking_Pack_Years": 48.42834245 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.84907714, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.49909836, + "White_Blood_Cell_Count": 4.139235669, + "Platelet_Count": 184.2931602, + "Albumin_Level": 3.009182917, + "Alkaline_Phosphatase_Level": 106.265434, + "Alanine_Aminotransferase_Level": 9.479748927, + "Aspartate_Aminotransferase_Level": 39.49766708, + "Creatinine_Level": 0.945187527, + "LDH_Level": 103.9433712, + "Calcium_Level": 8.26816174, + "Phosphorus_Level": 4.256068919, + "Glucose_Level": 145.0753764, + "Potassium_Level": 4.538600647, + "Sodium_Level": 137.7044027, + "Smoking_Pack_Years": 39.58595512 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.33743717, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.20522432, + "White_Blood_Cell_Count": 8.428821784, + "Platelet_Count": 325.7262137, + "Albumin_Level": 4.309000618, + "Alkaline_Phosphatase_Level": 51.2581585, + "Alanine_Aminotransferase_Level": 16.11968799, + "Aspartate_Aminotransferase_Level": 36.41593129, + "Creatinine_Level": 0.82230428, + "LDH_Level": 104.570554, + "Calcium_Level": 10.48877095, + "Phosphorus_Level": 3.80747934, + "Glucose_Level": 85.91791359, + "Potassium_Level": 3.865191486, + "Sodium_Level": 137.4085768, + "Smoking_Pack_Years": 72.25611619 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.94107891, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.78705707, + "White_Blood_Cell_Count": 5.333416992, + "Platelet_Count": 282.3524702, + "Albumin_Level": 4.393717064, + "Alkaline_Phosphatase_Level": 111.5823719, + "Alanine_Aminotransferase_Level": 29.49491267, + "Aspartate_Aminotransferase_Level": 36.52749531, + "Creatinine_Level": 1.006550752, + "LDH_Level": 104.0295276, + "Calcium_Level": 8.318290799, + "Phosphorus_Level": 3.822680319, + "Glucose_Level": 96.77763739, + "Potassium_Level": 3.552418712, + "Sodium_Level": 137.6212177, + "Smoking_Pack_Years": 32.66491511 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.89203568, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.28552317, + "White_Blood_Cell_Count": 5.817487114, + "Platelet_Count": 403.014008, + "Albumin_Level": 3.755356346, + "Alkaline_Phosphatase_Level": 90.8289522, + "Alanine_Aminotransferase_Level": 7.472498961, + "Aspartate_Aminotransferase_Level": 35.5882867, + "Creatinine_Level": 0.54935618, + "LDH_Level": 191.4131003, + "Calcium_Level": 10.24642132, + "Phosphorus_Level": 3.624488786, + "Glucose_Level": 145.3738509, + "Potassium_Level": 3.78269904, + "Sodium_Level": 142.2107322, + "Smoking_Pack_Years": 45.54416527 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.2756699, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.56872813, + "White_Blood_Cell_Count": 6.662529707, + "Platelet_Count": 375.8882469, + "Albumin_Level": 3.886305934, + "Alkaline_Phosphatase_Level": 62.29578396, + "Alanine_Aminotransferase_Level": 22.27937666, + "Aspartate_Aminotransferase_Level": 47.03741718, + "Creatinine_Level": 1.41275137, + "LDH_Level": 156.0120498, + "Calcium_Level": 9.363962643, + "Phosphorus_Level": 2.578542726, + "Glucose_Level": 97.12214673, + "Potassium_Level": 3.655786558, + "Sodium_Level": 144.0094143, + "Smoking_Pack_Years": 44.942703 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.97761393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.69043627, + "White_Blood_Cell_Count": 7.257999551, + "Platelet_Count": 389.0752446, + "Albumin_Level": 4.424696261, + "Alkaline_Phosphatase_Level": 45.34303058, + "Alanine_Aminotransferase_Level": 18.82871342, + "Aspartate_Aminotransferase_Level": 27.55978215, + "Creatinine_Level": 0.627454531, + "LDH_Level": 226.2316934, + "Calcium_Level": 9.903045845, + "Phosphorus_Level": 3.17271331, + "Glucose_Level": 99.16007442, + "Potassium_Level": 3.591163425, + "Sodium_Level": 143.0259398, + "Smoking_Pack_Years": 28.92502017 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.45670671, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.56788486, + "White_Blood_Cell_Count": 9.345472713, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.75853111, + "White_Blood_Cell_Count": 9.922566508, + "Platelet_Count": 274.7795145, + "Albumin_Level": 3.08937461, + "Alkaline_Phosphatase_Level": 69.76040917, + "Alanine_Aminotransferase_Level": 5.462061932, + "Aspartate_Aminotransferase_Level": 45.98458162, + "Creatinine_Level": 0.561064752, + "LDH_Level": 174.0576325, + "Calcium_Level": 9.116867564, + "Phosphorus_Level": 3.30641711, + "Glucose_Level": 114.6343307, + "Potassium_Level": 4.785400792, + "Sodium_Level": 139.972223, + "Smoking_Pack_Years": 6.158020304 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.56128511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.55954972, + "White_Blood_Cell_Count": 9.082508871, + "Platelet_Count": 366.7399918, + "Albumin_Level": 4.364646011, + "Alkaline_Phosphatase_Level": 116.3019211, + "Alanine_Aminotransferase_Level": 26.22670868, + "Aspartate_Aminotransferase_Level": 32.37898686, + "Creatinine_Level": 1.361946588, + "LDH_Level": 217.0135357, + "Calcium_Level": 10.19525155, + "Phosphorus_Level": 2.791315265, + "Glucose_Level": 147.0469644, + "Potassium_Level": 3.671379347, + "Sodium_Level": 138.0196834, + "Smoking_Pack_Years": 73.87732336 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.91049783, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.24621447, + "White_Blood_Cell_Count": 3.619460874, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.32558115, + "White_Blood_Cell_Count": 9.922483159, + "Platelet_Count": 439.4136208, + "Albumin_Level": 4.799147609, + "Alkaline_Phosphatase_Level": 65.31440209, + "Alanine_Aminotransferase_Level": 22.74609311, + "Aspartate_Aminotransferase_Level": 13.46631053, + "Creatinine_Level": 1.229150629, + "LDH_Level": 172.7529285, + "Calcium_Level": 9.143346331, + "Phosphorus_Level": 3.903532439, + "Glucose_Level": 99.95509399, + "Potassium_Level": 3.575161534, + "Sodium_Level": 137.6161551, + "Smoking_Pack_Years": 66.2101011 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.3299751, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.15191156, + "White_Blood_Cell_Count": 6.580059774, + "Platelet_Count": 240.0085686, + "Albumin_Level": 4.284570288, + "Alkaline_Phosphatase_Level": 118.695464, + "Alanine_Aminotransferase_Level": 8.719080115, + "Aspartate_Aminotransferase_Level": 29.73235662, + "Creatinine_Level": 1.423196548, + "LDH_Level": 194.5062804, + "Calcium_Level": 9.675254807, + "Phosphorus_Level": 4.639782786, + "Glucose_Level": 143.2226846, + "Potassium_Level": 3.781903869, + "Sodium_Level": 142.8751233, + "Smoking_Pack_Years": 0.496113226 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.6692365, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.59063953, + "White_Blood_Cell_Count": 7.107000788, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.79710211, + "White_Blood_Cell_Count": 4.037910911, + "Platelet_Count": 255.1243289, + "Albumin_Level": 4.813708289, + "Alkaline_Phosphatase_Level": 116.9689654, + "Alanine_Aminotransferase_Level": 30.46153313, + "Aspartate_Aminotransferase_Level": 17.17660874, + "Creatinine_Level": 0.631860469, + "LDH_Level": 205.0496533, + "Calcium_Level": 8.11993939, + "Phosphorus_Level": 4.209072463, + "Glucose_Level": 148.535325, + "Potassium_Level": 4.193037258, + "Sodium_Level": 140.2710003, + "Smoking_Pack_Years": 81.11107434 + }, + { + "Age": 76, + "Gender": "Male", 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.17510085, + "White_Blood_Cell_Count": 4.582863415, + "Platelet_Count": 370.7617209, + "Albumin_Level": 3.430906545, + "Alkaline_Phosphatase_Level": 109.6063438, + "Alanine_Aminotransferase_Level": 36.37495351, + "Aspartate_Aminotransferase_Level": 22.99302426, + "Creatinine_Level": 0.500149017, + "LDH_Level": 229.0828888, + "Calcium_Level": 8.278105136, + "Phosphorus_Level": 3.140714815, + "Glucose_Level": 110.9637054, + "Potassium_Level": 4.500860688, + "Sodium_Level": 144.5717002, + "Smoking_Pack_Years": 69.14422495 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.36273655, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.43781129, + "White_Blood_Cell_Count": 6.903611393, + "Platelet_Count": 304.2703108, + "Albumin_Level": 3.459466247, + "Alkaline_Phosphatase_Level": 109.3645938, + "Alanine_Aminotransferase_Level": 15.78845659, + "Aspartate_Aminotransferase_Level": 14.48354614, + "Creatinine_Level": 0.982926977, + "LDH_Level": 130.8449815, + "Calcium_Level": 9.3357525, + "Phosphorus_Level": 3.655196963, + "Glucose_Level": 145.2930936, + "Potassium_Level": 4.972077833, + "Sodium_Level": 138.2788912, + "Smoking_Pack_Years": 30.17649748 + }, + { + "Age": 41, + "Gender": 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"LDH_Level": 194.8573528, + "Calcium_Level": 8.018834191, + "Phosphorus_Level": 3.867834668, + "Glucose_Level": 133.1822619, + "Potassium_Level": 4.298472671, + "Sodium_Level": 139.5889334, + "Smoking_Pack_Years": 12.69647938 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.75718434, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.69978775, + "White_Blood_Cell_Count": 4.385195126, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.01510051, + "White_Blood_Cell_Count": 4.148049116, + "Platelet_Count": 172.3799103, + "Albumin_Level": 3.850540025, + "Alkaline_Phosphatase_Level": 75.75255977, + "Alanine_Aminotransferase_Level": 17.28603, + "Aspartate_Aminotransferase_Level": 42.45328765, + "Creatinine_Level": 0.840080441, + "LDH_Level": 114.0070029, + "Calcium_Level": 9.149737313, + "Phosphorus_Level": 4.986433275, + "Glucose_Level": 77.96825105, + "Potassium_Level": 4.846793184, + "Sodium_Level": 142.7752906, + "Smoking_Pack_Years": 27.73397979 + }, + { + "Age": 68, + "Gender": "Male", 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173.3539803, + "Calcium_Level": 9.912667671, + "Phosphorus_Level": 4.138355589, + "Glucose_Level": 83.36923275, + "Potassium_Level": 4.32346363, + "Sodium_Level": 137.8951868, + "Smoking_Pack_Years": 6.04010242 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.39087753, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.35806573, + "White_Blood_Cell_Count": 9.777937324, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.36768703, + "White_Blood_Cell_Count": 4.769967569, + "Platelet_Count": 183.7303921, + "Albumin_Level": 3.703126755, + "Alkaline_Phosphatase_Level": 100.5104104, + "Alanine_Aminotransferase_Level": 39.10462097, + "Aspartate_Aminotransferase_Level": 25.37668136, + "Creatinine_Level": 0.644553405, + "LDH_Level": 220.8838842, + "Calcium_Level": 8.043063828, + "Phosphorus_Level": 3.345008965, + "Glucose_Level": 106.6532457, + "Potassium_Level": 4.830852974, + "Sodium_Level": 142.4867229, + "Smoking_Pack_Years": 34.08830723 + }, + { + "Age": 62, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.43228735, + "White_Blood_Cell_Count": 5.214561206, + "Platelet_Count": 246.5326747, + "Albumin_Level": 3.882346638, + "Alkaline_Phosphatase_Level": 99.77406065, + "Alanine_Aminotransferase_Level": 15.1351378, + "Aspartate_Aminotransferase_Level": 20.48627235, + "Creatinine_Level": 0.560624292, + "LDH_Level": 123.8529322, + "Calcium_Level": 8.729468274, + "Phosphorus_Level": 4.540775932, + "Glucose_Level": 148.7879606, + "Potassium_Level": 4.82233774, + "Sodium_Level": 136.114443, + "Smoking_Pack_Years": 2.281384782 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.08274772, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.82027883, + "White_Blood_Cell_Count": 4.829494729, + "Platelet_Count": 179.8856716, + "Albumin_Level": 4.25228226, + "Alkaline_Phosphatase_Level": 98.32694655, + "Alanine_Aminotransferase_Level": 36.52316912, + "Aspartate_Aminotransferase_Level": 40.11568294, + "Creatinine_Level": 1.264038161, + "LDH_Level": 192.0342892, + "Calcium_Level": 9.610353598, + "Phosphorus_Level": 4.61123077, + "Glucose_Level": 112.9106136, + "Potassium_Level": 4.778963309, + "Sodium_Level": 139.9852465, + "Smoking_Pack_Years": 1.414314 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.05234774, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.14083871, + "White_Blood_Cell_Count": 9.717985286, + "Platelet_Count": 376.4776339, + "Albumin_Level": 3.509046565, + "Alkaline_Phosphatase_Level": 83.31158256, + "Alanine_Aminotransferase_Level": 23.68668605, + "Aspartate_Aminotransferase_Level": 49.33441197, + "Creatinine_Level": 1.193458186, + "LDH_Level": 230.7865163, + "Calcium_Level": 8.119173681, + "Phosphorus_Level": 3.337463416, + "Glucose_Level": 147.8415952, + "Potassium_Level": 4.085402057, + "Sodium_Level": 144.9480755, + "Smoking_Pack_Years": 28.51375724 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.1470154, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.89286736, + "White_Blood_Cell_Count": 4.713731777, + "Platelet_Count": 391.9117701, + "Albumin_Level": 3.865745272, + "Alkaline_Phosphatase_Level": 69.49515188, + "Alanine_Aminotransferase_Level": 16.06126881, + "Aspartate_Aminotransferase_Level": 35.07499057, + "Creatinine_Level": 0.765324372, + "LDH_Level": 203.0517684, + "Calcium_Level": 9.577156478, + "Phosphorus_Level": 4.594786834, + "Glucose_Level": 126.0405217, + "Potassium_Level": 4.763496342, + "Sodium_Level": 144.4174901, + "Smoking_Pack_Years": 47.25385955 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.17906835, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.41360847, + "White_Blood_Cell_Count": 4.196953239, + "Platelet_Count": 157.6657316, + "Albumin_Level": 4.803485644, + "Alkaline_Phosphatase_Level": 49.28941677, + "Alanine_Aminotransferase_Level": 9.078711084, + "Aspartate_Aminotransferase_Level": 31.73089531, + "Creatinine_Level": 1.232155508, + "LDH_Level": 226.3476831, + "Calcium_Level": 8.119751896, + "Phosphorus_Level": 4.385291168, + "Glucose_Level": 128.2937973, + "Potassium_Level": 4.124116442, + "Sodium_Level": 136.3658092, + "Smoking_Pack_Years": 78.76844541 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.03822254, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.83368029, + "White_Blood_Cell_Count": 8.095357995, + "Platelet_Count": 226.6553143, + "Albumin_Level": 3.771834923, + "Alkaline_Phosphatase_Level": 32.19469931, + "Alanine_Aminotransferase_Level": 28.66681398, + "Aspartate_Aminotransferase_Level": 29.44897134, + "Creatinine_Level": 1.484433992, + "LDH_Level": 203.3705376, + "Calcium_Level": 10.48218505, + "Phosphorus_Level": 4.380050103, + "Glucose_Level": 125.9510769, + "Potassium_Level": 4.802284083, + "Sodium_Level": 137.7533557, + "Smoking_Pack_Years": 78.08420427 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.96373955, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.14722176, + "White_Blood_Cell_Count": 9.622482818, + "Platelet_Count": 378.3615851, + "Albumin_Level": 3.72125635, + "Alkaline_Phosphatase_Level": 64.71165075, + "Alanine_Aminotransferase_Level": 23.38665652, + "Aspartate_Aminotransferase_Level": 30.56342059, + "Creatinine_Level": 1.243806642, + "LDH_Level": 113.1747876, + "Calcium_Level": 8.485434884, + "Phosphorus_Level": 4.475031299, + "Glucose_Level": 98.98347192, + "Potassium_Level": 4.555595744, + "Sodium_Level": 138.534253, + "Smoking_Pack_Years": 90.60566155 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.58653935, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.20059962, + "White_Blood_Cell_Count": 4.876725409, + "Platelet_Count": 267.3882449, + "Albumin_Level": 4.313375285, + "Alkaline_Phosphatase_Level": 35.51634858, + "Alanine_Aminotransferase_Level": 25.24390072, + "Aspartate_Aminotransferase_Level": 26.27637805, + "Creatinine_Level": 1.305003706, + "LDH_Level": 161.1459445, + "Calcium_Level": 9.227406263, + "Phosphorus_Level": 4.108505053, + "Glucose_Level": 81.78200799, + "Potassium_Level": 4.29379041, + "Sodium_Level": 141.0725397, + "Smoking_Pack_Years": 11.82976688 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.03307408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.19447229, + "White_Blood_Cell_Count": 8.668006774, + "Platelet_Count": 403.1851346, + "Albumin_Level": 4.891464967, + "Alkaline_Phosphatase_Level": 112.6977131, + "Alanine_Aminotransferase_Level": 14.9496433, + "Aspartate_Aminotransferase_Level": 16.80767923, + "Creatinine_Level": 0.536121533, + "LDH_Level": 241.5913948, + "Calcium_Level": 9.199824522, + "Phosphorus_Level": 2.520488301, + "Glucose_Level": 142.6890651, + "Potassium_Level": 4.006798261, 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28.42028265, + "Aspartate_Aminotransferase_Level": 23.06998095, + "Creatinine_Level": 1.200710528, + "LDH_Level": 123.2168594, + "Calcium_Level": 9.657377073, + "Phosphorus_Level": 3.262400215, + "Glucose_Level": 104.2658828, + "Potassium_Level": 4.33989454, + "Sodium_Level": 135.620566, + "Smoking_Pack_Years": 66.41892784 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.00130039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 60, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.90559213, + "White_Blood_Cell_Count": 6.848413873, + "Platelet_Count": 353.8600144, + "Albumin_Level": 3.775254517, + "Alkaline_Phosphatase_Level": 84.37131736, + "Alanine_Aminotransferase_Level": 9.530394526, + "Aspartate_Aminotransferase_Level": 47.8860661, + "Creatinine_Level": 0.775399282, + "LDH_Level": 131.3771326, + "Calcium_Level": 9.203734206, + "Phosphorus_Level": 4.903157799, + "Glucose_Level": 91.75315611, + "Potassium_Level": 3.907687041, + "Sodium_Level": 139.1297508, + "Smoking_Pack_Years": 75.57061208 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.57020023, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.35578498, + "White_Blood_Cell_Count": 5.007919288, + "Platelet_Count": 401.9924593, + "Albumin_Level": 4.78381465, + "Alkaline_Phosphatase_Level": 107.6888299, + "Alanine_Aminotransferase_Level": 28.70351798, + "Aspartate_Aminotransferase_Level": 41.83648195, + "Creatinine_Level": 1.123396628, + "LDH_Level": 121.1522443, + "Calcium_Level": 10.00490376, + "Phosphorus_Level": 4.777378219, + "Glucose_Level": 128.123236, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 9.56123063, + "Aspartate_Aminotransferase_Level": 29.2304593, + "Creatinine_Level": 1.251172148, + "LDH_Level": 247.0973275, + "Calcium_Level": 9.838995447, + "Phosphorus_Level": 4.900672797, + "Glucose_Level": 75.35397019, + "Potassium_Level": 3.759684694, + "Sodium_Level": 136.925051, + "Smoking_Pack_Years": 92.33977673 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.04750679, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.24039623, + "White_Blood_Cell_Count": 9.190563069, + "Platelet_Count": 402.1241348, + "Albumin_Level": 4.473498062, + "Alkaline_Phosphatase_Level": 85.15757374, + "Alanine_Aminotransferase_Level": 25.76840596, + "Aspartate_Aminotransferase_Level": 16.43026166, + "Creatinine_Level": 1.19565538, + "LDH_Level": 101.5796916, + "Calcium_Level": 10.1713125, + "Phosphorus_Level": 4.65232598, + "Glucose_Level": 91.33138667, + "Potassium_Level": 3.892459256, + "Sodium_Level": 138.9583918, + "Smoking_Pack_Years": 29.12334317 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.13872124, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.00580759, + "White_Blood_Cell_Count": 9.126709518, + "Platelet_Count": 175.0987144, + "Albumin_Level": 3.090387005, + "Alkaline_Phosphatase_Level": 98.77924084, + "Alanine_Aminotransferase_Level": 5.325156738, + "Aspartate_Aminotransferase_Level": 21.42973303, + "Creatinine_Level": 1.102476674, + "LDH_Level": 217.3480748, + "Calcium_Level": 9.693608982, + "Phosphorus_Level": 2.929729739, + "Glucose_Level": 102.518293, + "Potassium_Level": 3.913975575, + "Sodium_Level": 138.1270359, + "Smoking_Pack_Years": 67.22282402 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.70896523, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.03705737, + "White_Blood_Cell_Count": 5.492650337, + "Platelet_Count": 385.710202, + "Albumin_Level": 4.019907145, + "Alkaline_Phosphatase_Level": 119.4461505, + "Alanine_Aminotransferase_Level": 32.86968667, + "Aspartate_Aminotransferase_Level": 39.92272795, + "Creatinine_Level": 1.040391235, + "LDH_Level": 171.9972404, + "Calcium_Level": 8.280772819, + "Phosphorus_Level": 3.973911635, + "Glucose_Level": 75.03152866, + "Potassium_Level": 4.04225372, + "Sodium_Level": 144.5231623, + "Smoking_Pack_Years": 44.86941219 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.54356285, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.1955168, + "White_Blood_Cell_Count": 7.698331274, + "Platelet_Count": 275.2021148, + "Albumin_Level": 4.039212565, + "Alkaline_Phosphatase_Level": 96.63585298, + "Alanine_Aminotransferase_Level": 21.2221673, + "Aspartate_Aminotransferase_Level": 38.4307103, + "Creatinine_Level": 0.714049975, + "LDH_Level": 221.233479, + "Calcium_Level": 8.950033321, + "Phosphorus_Level": 4.215368539, + "Glucose_Level": 134.1180553, + "Potassium_Level": 3.684023076, + "Sodium_Level": 140.29199, + "Smoking_Pack_Years": 17.22624271 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.12130782, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.94832814, + "White_Blood_Cell_Count": 6.25281271, + "Platelet_Count": 315.7437503, + "Albumin_Level": 4.859741252, + "Alkaline_Phosphatase_Level": 94.06868488, + "Alanine_Aminotransferase_Level": 14.1303906, + "Aspartate_Aminotransferase_Level": 33.84875201, + "Creatinine_Level": 1.473422368, + "LDH_Level": 146.8371169, + "Calcium_Level": 9.328454866, + "Phosphorus_Level": 4.262096877, + "Glucose_Level": 130.636882, + "Potassium_Level": 4.617504683, + "Sodium_Level": 136.0200592, + "Smoking_Pack_Years": 48.48379404 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.52008544, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.53430396, + "White_Blood_Cell_Count": 4.977688547, + "Platelet_Count": 284.3750797, + "Albumin_Level": 3.950340191, + "Alkaline_Phosphatase_Level": 30.27841764, + "Alanine_Aminotransferase_Level": 28.76978188, + "Aspartate_Aminotransferase_Level": 35.07397441, + "Creatinine_Level": 0.805393982, + "LDH_Level": 131.1616919, + "Calcium_Level": 8.650511342, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.04599177, + "White_Blood_Cell_Count": 6.966930163, + "Platelet_Count": 218.8659392, + "Albumin_Level": 3.984233043, + "Alkaline_Phosphatase_Level": 90.88946243, + "Alanine_Aminotransferase_Level": 10.86372546, + "Aspartate_Aminotransferase_Level": 23.58375874, + "Creatinine_Level": 1.429557014, + "LDH_Level": 230.3713402, + "Calcium_Level": 9.982737157, + "Phosphorus_Level": 4.515295566, + "Glucose_Level": 92.10611262, + "Potassium_Level": 4.804658741, + "Sodium_Level": 138.5959935, + "Smoking_Pack_Years": 19.40479364 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.08075601, + "White_Blood_Cell_Count": 4.82987934, + "Platelet_Count": 344.2252258, + "Albumin_Level": 3.640469198, + "Alkaline_Phosphatase_Level": 90.87054545, + "Alanine_Aminotransferase_Level": 5.329432716, + "Aspartate_Aminotransferase_Level": 27.85106303, + "Creatinine_Level": 1.197977034, + "LDH_Level": 139.8958408, + "Calcium_Level": 9.239098508, + "Phosphorus_Level": 2.826114233, + "Glucose_Level": 72.46184923, + "Potassium_Level": 3.609608292, + "Sodium_Level": 139.2438091, + "Smoking_Pack_Years": 31.89045489 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": 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8.780213835, + "Phosphorus_Level": 4.000488839, + "Glucose_Level": 80.38445363, + "Potassium_Level": 3.54536774, + "Sodium_Level": 140.7080413, + "Smoking_Pack_Years": 11.04442629 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.94065027, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.10907422, + "White_Blood_Cell_Count": 5.403228102, + "Platelet_Count": 226.0814614, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.00009858, + "White_Blood_Cell_Count": 7.870316337, + "Platelet_Count": 229.1975296, + "Albumin_Level": 3.017429669, + "Alkaline_Phosphatase_Level": 79.21093474, + "Alanine_Aminotransferase_Level": 38.52481542, + "Aspartate_Aminotransferase_Level": 22.33797257, + "Creatinine_Level": 1.158102694, + "LDH_Level": 180.3047285, + "Calcium_Level": 8.067344035, + "Phosphorus_Level": 3.102545664, + "Glucose_Level": 88.51174724, + "Potassium_Level": 4.212673411, + "Sodium_Level": 142.2294793, + "Smoking_Pack_Years": 76.85831641 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.69994014, + "White_Blood_Cell_Count": 9.939694925, + "Platelet_Count": 275.3994588, + "Albumin_Level": 4.882326384, + "Alkaline_Phosphatase_Level": 106.0744734, + "Alanine_Aminotransferase_Level": 37.04747673, + "Aspartate_Aminotransferase_Level": 17.87799331, + "Creatinine_Level": 1.058094611, + "LDH_Level": 176.9407048, + "Calcium_Level": 9.781658087, + "Phosphorus_Level": 4.050712524, + "Glucose_Level": 109.4513387, + "Potassium_Level": 4.804066033, + "Sodium_Level": 144.0760053, + "Smoking_Pack_Years": 95.55272443 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.20881372, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.43616941, + "White_Blood_Cell_Count": 4.255888919, + "Platelet_Count": 390.7503339, + "Albumin_Level": 3.91438034, + "Alkaline_Phosphatase_Level": 59.67473619, + "Alanine_Aminotransferase_Level": 10.79455566, + "Aspartate_Aminotransferase_Level": 32.9484165, + "Creatinine_Level": 0.562348607, + "LDH_Level": 157.7456691, + "Calcium_Level": 8.187855549, + "Phosphorus_Level": 4.297265937, + "Glucose_Level": 114.7985642, + "Potassium_Level": 4.017745869, + "Sodium_Level": 138.566425, + "Smoking_Pack_Years": 51.60071391 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.06134425, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.31653764, + "White_Blood_Cell_Count": 8.27835208, + "Platelet_Count": 272.5951726, + "Albumin_Level": 4.05575216, + "Alkaline_Phosphatase_Level": 93.54228455, + "Alanine_Aminotransferase_Level": 24.88650529, + "Aspartate_Aminotransferase_Level": 24.16921815, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.14807747, + "White_Blood_Cell_Count": 8.904209409, + "Platelet_Count": 374.5965513, + "Albumin_Level": 4.372942126, + "Alkaline_Phosphatase_Level": 100.9850647, + "Alanine_Aminotransferase_Level": 15.85662853, + "Aspartate_Aminotransferase_Level": 48.69331857, + "Creatinine_Level": 1.163447375, + "LDH_Level": 224.7675498, + "Calcium_Level": 9.556563448, + "Phosphorus_Level": 3.896284234, + "Glucose_Level": 119.3588894, + "Potassium_Level": 3.52151619, + "Sodium_Level": 142.3377256, + "Smoking_Pack_Years": 98.29295682 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.72035072, + "White_Blood_Cell_Count": 9.456295304, + "Platelet_Count": 323.7655649, + "Albumin_Level": 3.904369788, + "Alkaline_Phosphatase_Level": 43.38542893, + "Alanine_Aminotransferase_Level": 8.035276855, + "Aspartate_Aminotransferase_Level": 44.81490751, + "Creatinine_Level": 1.006892552, + "LDH_Level": 178.8619394, + "Calcium_Level": 9.179610011, + "Phosphorus_Level": 4.170426587, + "Glucose_Level": 72.08698383, + "Potassium_Level": 4.438372129, + "Sodium_Level": 142.7793365, + "Smoking_Pack_Years": 36.09264722 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.64428152, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.36921207, + "White_Blood_Cell_Count": 8.838437666, + "Platelet_Count": 385.5166547, + "Albumin_Level": 3.291958697, + "Alkaline_Phosphatase_Level": 109.3886114, + "Alanine_Aminotransferase_Level": 24.10481199, + "Aspartate_Aminotransferase_Level": 28.76372695, + "Creatinine_Level": 1.308746014, + "LDH_Level": 158.0561953, + "Calcium_Level": 8.289627393, + "Phosphorus_Level": 3.173557934, + "Glucose_Level": 111.6704555, + "Potassium_Level": 4.238265877, + "Sodium_Level": 143.2460697, + "Smoking_Pack_Years": 29.82166315 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.70495641, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.26054242, + "White_Blood_Cell_Count": 9.541985281, + "Platelet_Count": 254.8182063, + "Albumin_Level": 4.956533585, + "Alkaline_Phosphatase_Level": 73.67314194, + "Alanine_Aminotransferase_Level": 36.60872099, + "Aspartate_Aminotransferase_Level": 10.49737365, + "Creatinine_Level": 0.776733454, + "LDH_Level": 150.7600642, + "Calcium_Level": 9.819576515, + "Phosphorus_Level": 2.88194503, + "Glucose_Level": 76.71270761, + "Potassium_Level": 4.530347984, + "Sodium_Level": 143.2056457, + "Smoking_Pack_Years": 63.50077357 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.96006481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 100, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.33786357, + "White_Blood_Cell_Count": 8.941303486, + "Platelet_Count": 371.1986861, + "Albumin_Level": 3.678155195, + "Alkaline_Phosphatase_Level": 63.07589418, + "Alanine_Aminotransferase_Level": 29.1158229, + "Aspartate_Aminotransferase_Level": 37.81824568, + "Creatinine_Level": 0.95785949, + "LDH_Level": 183.7850167, + "Calcium_Level": 9.245964491, + "Phosphorus_Level": 4.047209278, + "Glucose_Level": 81.63321754, + "Potassium_Level": 4.967927575, + "Sodium_Level": 140.9718453, + "Smoking_Pack_Years": 72.18676246 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.47601557, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.54320354, + "White_Blood_Cell_Count": 4.324186778, + "Platelet_Count": 181.325556, + "Albumin_Level": 3.313019402, + "Alkaline_Phosphatase_Level": 79.15480315, + "Alanine_Aminotransferase_Level": 21.83657091, + "Aspartate_Aminotransferase_Level": 10.81490352, + "Creatinine_Level": 1.255276153, + "LDH_Level": 204.6830176, + "Calcium_Level": 9.007925229, + "Phosphorus_Level": 4.924477218, + "Glucose_Level": 89.25197266, + "Potassium_Level": 4.626736799, + "Sodium_Level": 142.8940678, + "Smoking_Pack_Years": 7.820257963 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.8545081, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.65485131, + "White_Blood_Cell_Count": 4.178666911, + "Platelet_Count": 416.0825396, + "Albumin_Level": 4.592259399, + "Alkaline_Phosphatase_Level": 69.81748386, + "Alanine_Aminotransferase_Level": 37.56109458, + "Aspartate_Aminotransferase_Level": 49.31402023, + "Creatinine_Level": 1.101627902, + "LDH_Level": 245.606596, + "Calcium_Level": 9.130431524, + "Phosphorus_Level": 4.01457572, + "Glucose_Level": 136.9928487, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.35723755, + "White_Blood_Cell_Count": 8.750523899, + "Platelet_Count": 440.2901338, + "Albumin_Level": 4.564055597, + "Alkaline_Phosphatase_Level": 105.460872, + "Alanine_Aminotransferase_Level": 12.72116716, + "Aspartate_Aminotransferase_Level": 21.84694881, + "Creatinine_Level": 0.612127044, + "LDH_Level": 145.7356439, + "Calcium_Level": 9.685227567, + "Phosphorus_Level": 3.82159314, + "Glucose_Level": 121.82198, + "Potassium_Level": 4.329810172, + "Sodium_Level": 138.0042337, + "Smoking_Pack_Years": 59.43920531 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.42237768, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.10142354, + "White_Blood_Cell_Count": 9.027374898, + "Platelet_Count": 183.4313359, + "Albumin_Level": 3.130768686, + "Alkaline_Phosphatase_Level": 73.06160719, + "Alanine_Aminotransferase_Level": 14.92076376, + "Aspartate_Aminotransferase_Level": 27.02624759, + "Creatinine_Level": 1.286741226, + "LDH_Level": 186.6968019, + "Calcium_Level": 10.32086628, + "Phosphorus_Level": 3.013885621, + "Glucose_Level": 145.5099908, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.4625579, + "White_Blood_Cell_Count": 3.568577724, + "Platelet_Count": 405.8748371, + "Albumin_Level": 3.428320157, + "Alkaline_Phosphatase_Level": 55.50180435, + "Alanine_Aminotransferase_Level": 26.44753166, + "Aspartate_Aminotransferase_Level": 27.94165291, + "Creatinine_Level": 0.691019305, + "LDH_Level": 210.6410783, + "Calcium_Level": 9.321281363, + "Phosphorus_Level": 4.910821075, + "Glucose_Level": 98.11196907, + "Potassium_Level": 4.345058551, + "Sodium_Level": 137.6011576, + "Smoking_Pack_Years": 92.77781725 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.36360562, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.98563696, + "White_Blood_Cell_Count": 9.414425338, + "Platelet_Count": 371.0797299, + "Albumin_Level": 4.866952971, + "Alkaline_Phosphatase_Level": 91.17328557, + "Alanine_Aminotransferase_Level": 17.68855937, + "Aspartate_Aminotransferase_Level": 38.80874639, + "Creatinine_Level": 0.998493075, + "LDH_Level": 220.2892635, + "Calcium_Level": 8.587865047, + "Phosphorus_Level": 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"Tumor_Size_mm": 15.84208636, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.38075615, + "White_Blood_Cell_Count": 4.31198739, + "Platelet_Count": 357.3487227, + "Albumin_Level": 3.195421251, + "Alkaline_Phosphatase_Level": 84.46283547, + "Alanine_Aminotransferase_Level": 35.53357876, + "Aspartate_Aminotransferase_Level": 26.13428261, + "Creatinine_Level": 0.954166102, + "LDH_Level": 184.8075305, + "Calcium_Level": 8.278870458, 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"Alkaline_Phosphatase_Level": 71.04808283, + "Alanine_Aminotransferase_Level": 30.38264539, + "Aspartate_Aminotransferase_Level": 32.95942196, + "Creatinine_Level": 1.434808135, + "LDH_Level": 187.2001355, + "Calcium_Level": 9.071855634, + "Phosphorus_Level": 2.603338816, + "Glucose_Level": 90.46931012, + "Potassium_Level": 4.080426651, + "Sodium_Level": 144.3980612, + "Smoking_Pack_Years": 52.79744689 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.71268921, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.04443844, + "White_Blood_Cell_Count": 9.296477725, + "Platelet_Count": 420.3181352, + "Albumin_Level": 4.967914436, + "Alkaline_Phosphatase_Level": 49.09498182, + "Alanine_Aminotransferase_Level": 10.35344892, + "Aspartate_Aminotransferase_Level": 25.86032926, + "Creatinine_Level": 0.926728833, + "LDH_Level": 237.3766551, + "Calcium_Level": 10.4505873, + "Phosphorus_Level": 3.093663707, + "Glucose_Level": 116.0727626, + "Potassium_Level": 3.549780468, + "Sodium_Level": 141.3029434, + "Smoking_Pack_Years": 56.66189666 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.10161513, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.08245926, + "White_Blood_Cell_Count": 9.407876469, + "Platelet_Count": 225.9027767, + "Albumin_Level": 3.08006438, + "Alkaline_Phosphatase_Level": 80.59970118, + "Alanine_Aminotransferase_Level": 18.43871793, + "Aspartate_Aminotransferase_Level": 48.30965961, + "Creatinine_Level": 0.713092596, + "LDH_Level": 217.1672788, + "Calcium_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.36577696, + "White_Blood_Cell_Count": 5.234279236, + "Platelet_Count": 179.5528117, + "Albumin_Level": 3.413801715, + "Alkaline_Phosphatase_Level": 101.4430779, + "Alanine_Aminotransferase_Level": 25.59840482, + "Aspartate_Aminotransferase_Level": 33.37891797, + "Creatinine_Level": 1.320319667, + "LDH_Level": 212.646346, + "Calcium_Level": 8.07195248, + "Phosphorus_Level": 3.752210849, + "Glucose_Level": 117.7242084, + "Potassium_Level": 4.805044645, + "Sodium_Level": 140.5056248, + "Smoking_Pack_Years": 95.75279736 + }, + { + "Age": 68, + "Gender": "Male", 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198.1177486, + "Calcium_Level": 9.126733927, + "Phosphorus_Level": 4.205278357, + "Glucose_Level": 112.9571103, + "Potassium_Level": 3.753201405, + "Sodium_Level": 143.9640329, + "Smoking_Pack_Years": 93.82104713 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.02319885, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.36339611, + "White_Blood_Cell_Count": 4.407643408, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.15340747, + "White_Blood_Cell_Count": 8.24240661, + "Platelet_Count": 311.0621873, + "Albumin_Level": 3.061264965, + "Alkaline_Phosphatase_Level": 110.8403637, + "Alanine_Aminotransferase_Level": 37.2986188, + "Aspartate_Aminotransferase_Level": 33.36254177, + "Creatinine_Level": 0.913720758, + "LDH_Level": 145.279846, + "Calcium_Level": 10.27149381, + "Phosphorus_Level": 3.115422999, + "Glucose_Level": 94.62405345, + "Potassium_Level": 3.799004535, + "Sodium_Level": 144.1962122, + "Smoking_Pack_Years": 13.45100705 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.39343895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", 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"Never Smoked", + "Tumor_Size_mm": 60.16012015, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.08851677, + "White_Blood_Cell_Count": 7.857849726, + "Platelet_Count": 337.5095577, + "Albumin_Level": 3.546690869, + "Alkaline_Phosphatase_Level": 72.04317913, + "Alanine_Aminotransferase_Level": 14.33375338, + "Aspartate_Aminotransferase_Level": 48.89404741, + "Creatinine_Level": 0.637593209, + "LDH_Level": 173.6120663, + "Calcium_Level": 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119.1300342, + "Calcium_Level": 9.057021625, + "Phosphorus_Level": 3.677704472, + "Glucose_Level": 133.4288212, + "Potassium_Level": 3.744514139, + "Sodium_Level": 136.69827, + "Smoking_Pack_Years": 75.46694538 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.882488, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.58122206, + "White_Blood_Cell_Count": 7.382959442, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.03521913, + "White_Blood_Cell_Count": 7.680740756, + "Platelet_Count": 202.7409539, + "Albumin_Level": 3.993577855, + "Alkaline_Phosphatase_Level": 48.48056212, + "Alanine_Aminotransferase_Level": 9.209883954, + "Aspartate_Aminotransferase_Level": 16.53959591, + "Creatinine_Level": 1.492877419, + "LDH_Level": 140.3890434, + "Calcium_Level": 8.976391606, + "Phosphorus_Level": 2.950948608, + "Glucose_Level": 139.196366, + "Potassium_Level": 4.88263404, + "Sodium_Level": 138.5389419, + "Smoking_Pack_Years": 19.25409261 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.25789818, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.43471399, + "White_Blood_Cell_Count": 9.921361872, + "Platelet_Count": 431.6832618, + "Albumin_Level": 3.919058394, + "Alkaline_Phosphatase_Level": 100.9016569, + "Alanine_Aminotransferase_Level": 5.834194943, + "Aspartate_Aminotransferase_Level": 31.16687786, + "Creatinine_Level": 1.123464775, + "LDH_Level": 189.858291, + "Calcium_Level": 8.614805039, + "Phosphorus_Level": 4.961089091, + "Glucose_Level": 146.3683189, + "Potassium_Level": 4.300068069, + "Sodium_Level": 140.7359406, + "Smoking_Pack_Years": 95.05609218 + }, + { 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1.111579137, + "LDH_Level": 148.6830035, + "Calcium_Level": 9.14141787, + "Phosphorus_Level": 4.513746377, + "Glucose_Level": 70.36097213, + "Potassium_Level": 4.272076746, + "Sodium_Level": 144.3532292, + "Smoking_Pack_Years": 27.34586478 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.51320763, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.25529754, + "White_Blood_Cell_Count": 5.751868691, + "Platelet_Count": 285.1794202, + "Albumin_Level": 4.590106174, + "Alkaline_Phosphatase_Level": 54.05977917, + "Alanine_Aminotransferase_Level": 17.81537182, + "Aspartate_Aminotransferase_Level": 14.77246372, + "Creatinine_Level": 0.702750718, + "LDH_Level": 103.4569312, + "Calcium_Level": 8.119842298, + "Phosphorus_Level": 4.784555345, + "Glucose_Level": 104.8064242, + "Potassium_Level": 4.056302208, + "Sodium_Level": 137.752449, + "Smoking_Pack_Years": 91.32318791 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.70422289, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.80035075, + "White_Blood_Cell_Count": 3.618604876, + "Platelet_Count": 416.9290865, + "Albumin_Level": 3.60566662, + "Alkaline_Phosphatase_Level": 79.78134184, + "Alanine_Aminotransferase_Level": 17.83813935, + "Aspartate_Aminotransferase_Level": 41.94900363, + "Creatinine_Level": 0.800105936, + "LDH_Level": 121.9393229, + "Calcium_Level": 9.369018721, + "Phosphorus_Level": 4.488722451, + "Glucose_Level": 132.9019756, + "Potassium_Level": 3.678512937, + "Sodium_Level": 137.7066215, + "Smoking_Pack_Years": 26.2422406 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.69813442, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.88516033, + "White_Blood_Cell_Count": 5.2131859, + "Platelet_Count": 254.885772, + "Albumin_Level": 4.269093725, + "Alkaline_Phosphatase_Level": 31.41350419, + "Alanine_Aminotransferase_Level": 29.89580226, + "Aspartate_Aminotransferase_Level": 37.31443924, + "Creatinine_Level": 1.476463451, + "LDH_Level": 156.597198, + "Calcium_Level": 8.657857692, + "Phosphorus_Level": 3.647727115, + "Glucose_Level": 84.39075854, + "Potassium_Level": 3.62769024, + "Sodium_Level": 137.5828292, + "Smoking_Pack_Years": 77.47982805 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.17704388, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.9179517, + "White_Blood_Cell_Count": 5.576163946, + "Platelet_Count": 347.8686331, + "Albumin_Level": 4.840458644, + "Alkaline_Phosphatase_Level": 80.21723117, + "Alanine_Aminotransferase_Level": 5.3994286, + "Aspartate_Aminotransferase_Level": 16.25593894, + "Creatinine_Level": 1.366578782, + "LDH_Level": 213.9478549, + "Calcium_Level": 8.416231726, + "Phosphorus_Level": 2.825453893, + "Glucose_Level": 147.5111121, + "Potassium_Level": 4.531471944, + "Sodium_Level": 136.1988765, + "Smoking_Pack_Years": 24.10429128 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.82455149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.75796912, + "White_Blood_Cell_Count": 7.320341653, + "Platelet_Count": 355.127259, + "Albumin_Level": 4.529435518, + "Alkaline_Phosphatase_Level": 36.09651311, + "Alanine_Aminotransferase_Level": 9.041514385, + "Aspartate_Aminotransferase_Level": 23.93870735, + "Creatinine_Level": 0.56176963, + "LDH_Level": 242.1270128, + "Calcium_Level": 8.156161146, + "Phosphorus_Level": 2.793727699, + "Glucose_Level": 136.1950743, + "Potassium_Level": 4.979029167, + "Sodium_Level": 139.7570454, + "Smoking_Pack_Years": 78.71863273 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.08370995, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.15535139, + "White_Blood_Cell_Count": 5.125662612, + "Platelet_Count": 167.8127221, + "Albumin_Level": 3.439891397, + "Alkaline_Phosphatase_Level": 65.70561095, + "Alanine_Aminotransferase_Level": 35.12710422, + "Aspartate_Aminotransferase_Level": 42.6600921, + "Creatinine_Level": 1.482301167, + "LDH_Level": 128.9691269, + "Calcium_Level": 10.05906313, + "Phosphorus_Level": 4.520700121, + "Glucose_Level": 144.3204293, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.64660361, + "White_Blood_Cell_Count": 3.606751813, + "Platelet_Count": 338.1307802, + "Albumin_Level": 3.033131627, + "Alkaline_Phosphatase_Level": 72.58271859, + "Alanine_Aminotransferase_Level": 9.610317379, + "Aspartate_Aminotransferase_Level": 47.30573092, + "Creatinine_Level": 0.783290793, + "LDH_Level": 146.2470586, + "Calcium_Level": 8.513649835, + "Phosphorus_Level": 4.987893574, + "Glucose_Level": 123.2691155, + "Potassium_Level": 4.839938975, + "Sodium_Level": 143.7851157, + "Smoking_Pack_Years": 74.77524052 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.61341163, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.87650474, + "White_Blood_Cell_Count": 7.678243768, + "Platelet_Count": 243.1900404, + "Albumin_Level": 4.40310093, + "Alkaline_Phosphatase_Level": 89.62663874, + "Alanine_Aminotransferase_Level": 39.74226567, + "Aspartate_Aminotransferase_Level": 19.87376034, + "Creatinine_Level": 1.489033786, + "LDH_Level": 134.0667989, + "Calcium_Level": 8.048412825, + "Phosphorus_Level": 3.202483569, + "Glucose_Level": 143.3947714, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 35.68210584, + "Aspartate_Aminotransferase_Level": 34.32950124, + "Creatinine_Level": 0.770315727, + "LDH_Level": 244.8759471, + "Calcium_Level": 9.5548188, + "Phosphorus_Level": 3.975040187, + "Glucose_Level": 79.58100452, + "Potassium_Level": 4.081355882, + "Sodium_Level": 140.0110964, + "Smoking_Pack_Years": 52.84799922 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.45380247, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.54137778, + "White_Blood_Cell_Count": 7.043923385, + "Platelet_Count": 411.4959326, + "Albumin_Level": 4.775994874, + "Alkaline_Phosphatase_Level": 75.47408428, + "Alanine_Aminotransferase_Level": 28.86180439, + "Aspartate_Aminotransferase_Level": 20.97232317, + "Creatinine_Level": 0.76463258, + "LDH_Level": 139.6372356, + "Calcium_Level": 9.054319736, + "Phosphorus_Level": 2.767587063, + "Glucose_Level": 137.4890395, + "Potassium_Level": 4.932380158, + "Sodium_Level": 135.2415307, + "Smoking_Pack_Years": 20.53335884 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.01106706, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.69219945, + "White_Blood_Cell_Count": 8.470144509, + "Platelet_Count": 426.639679, + "Albumin_Level": 3.733101614, + "Alkaline_Phosphatase_Level": 37.41442232, + "Alanine_Aminotransferase_Level": 31.08757844, + "Aspartate_Aminotransferase_Level": 17.92825348, + "Creatinine_Level": 1.1045196, + "LDH_Level": 104.2353307, + "Calcium_Level": 10.37449851, + "Phosphorus_Level": 3.074922316, + "Glucose_Level": 93.91682357, + "Potassium_Level": 4.493006427, + "Sodium_Level": 140.8890908, + "Smoking_Pack_Years": 92.05922454 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.98228355, + "Tumor_Location": "Middle 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.93746673, + "White_Blood_Cell_Count": 8.870019812, + "Platelet_Count": 358.375606, + "Albumin_Level": 4.798980776, + "Alkaline_Phosphatase_Level": 95.28648198, + "Alanine_Aminotransferase_Level": 32.87220112, + "Aspartate_Aminotransferase_Level": 39.22101628, + "Creatinine_Level": 0.613564029, + "LDH_Level": 178.3333343, + "Calcium_Level": 9.119651092, + "Phosphorus_Level": 4.142705751, + "Glucose_Level": 114.6129993, + "Potassium_Level": 4.630815261, + "Sodium_Level": 143.2421538, + "Smoking_Pack_Years": 91.5850929 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.48689924, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.55922768, + "White_Blood_Cell_Count": 8.626051274, + "Platelet_Count": 416.2636601, + "Albumin_Level": 3.635037268, + "Alkaline_Phosphatase_Level": 117.6199911, + "Alanine_Aminotransferase_Level": 33.17682556, + "Aspartate_Aminotransferase_Level": 38.41599418, + "Creatinine_Level": 0.845313133, + "LDH_Level": 153.5620683, + "Calcium_Level": 8.545793323, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.7954369, + "White_Blood_Cell_Count": 4.285422532, + "Platelet_Count": 294.9786236, + "Albumin_Level": 3.124867227, + "Alkaline_Phosphatase_Level": 52.06770856, + "Alanine_Aminotransferase_Level": 35.37133774, + "Aspartate_Aminotransferase_Level": 40.94997001, + "Creatinine_Level": 1.270991624, + "LDH_Level": 145.1220836, + "Calcium_Level": 8.801346315, + "Phosphorus_Level": 3.123500118, + "Glucose_Level": 120.7824351, + "Potassium_Level": 4.028392283, + "Sodium_Level": 136.6967585, + "Smoking_Pack_Years": 32.76987968 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.1081747, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.26434774, + "White_Blood_Cell_Count": 3.552126242, + "Platelet_Count": 445.9491, + "Albumin_Level": 3.553179747, + "Alkaline_Phosphatase_Level": 39.49453906, + "Alanine_Aminotransferase_Level": 18.01623606, + "Aspartate_Aminotransferase_Level": 23.41486239, + "Creatinine_Level": 1.048232569, + "LDH_Level": 135.9064782, + "Calcium_Level": 10.4251336, + "Phosphorus_Level": 4.76518379, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.80330801, + "White_Blood_Cell_Count": 8.532109619, + "Platelet_Count": 372.7666533, + "Albumin_Level": 3.371530479, + "Alkaline_Phosphatase_Level": 48.12365891, + "Alanine_Aminotransferase_Level": 5.654547507, + "Aspartate_Aminotransferase_Level": 31.79023148, + "Creatinine_Level": 0.892454518, + "LDH_Level": 218.4174292, + "Calcium_Level": 10.1785593, + "Phosphorus_Level": 4.439072155, + "Glucose_Level": 72.02554208, + "Potassium_Level": 4.456832896, + "Sodium_Level": 137.4279915, + "Smoking_Pack_Years": 70.02654034 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.98922977, + "White_Blood_Cell_Count": 4.819606719, + "Platelet_Count": 227.1111734, + "Albumin_Level": 3.190180673, + "Alkaline_Phosphatase_Level": 77.08139208, + "Alanine_Aminotransferase_Level": 25.71355851, + "Aspartate_Aminotransferase_Level": 34.68292049, + "Creatinine_Level": 0.661689684, + "LDH_Level": 145.5903251, + "Calcium_Level": 10.02597155, + "Phosphorus_Level": 2.954001558, + "Glucose_Level": 97.02686168, + "Potassium_Level": 4.714817386, + "Sodium_Level": 135.6794907, + "Smoking_Pack_Years": 88.59362114 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.03018839, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.53402015, + "White_Blood_Cell_Count": 7.956737881, + "Platelet_Count": 256.8942969, + "Albumin_Level": 4.567615942, + "Alkaline_Phosphatase_Level": 42.88333812, + "Alanine_Aminotransferase_Level": 20.75573048, + "Aspartate_Aminotransferase_Level": 38.67007225, + "Creatinine_Level": 0.775334146, + "LDH_Level": 216.0424992, + "Calcium_Level": 9.653017316, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 61.74825418, + "Alanine_Aminotransferase_Level": 24.96226536, + "Aspartate_Aminotransferase_Level": 13.90204235, + "Creatinine_Level": 1.192916553, + "LDH_Level": 129.5973945, + "Calcium_Level": 8.511305248, + "Phosphorus_Level": 4.117939961, + "Glucose_Level": 95.42913072, + "Potassium_Level": 3.781562877, + "Sodium_Level": 142.0177353, + "Smoking_Pack_Years": 97.68314473 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.98385141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.53168581, + "White_Blood_Cell_Count": 7.780010327, + "Platelet_Count": 237.0472242, + "Albumin_Level": 4.997769462, + "Alkaline_Phosphatase_Level": 39.73628541, + "Alanine_Aminotransferase_Level": 26.18122078, + "Aspartate_Aminotransferase_Level": 28.11048405, + "Creatinine_Level": 1.158639109, + "LDH_Level": 183.7815005, + "Calcium_Level": 9.696905602, + "Phosphorus_Level": 2.587868005, + "Glucose_Level": 124.9152869, + "Potassium_Level": 4.743149365, + "Sodium_Level": 136.8946632, + "Smoking_Pack_Years": 97.64914676 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.77928042, + "White_Blood_Cell_Count": 8.310149148, + "Platelet_Count": 228.4289267, + "Albumin_Level": 4.193116204, + "Alkaline_Phosphatase_Level": 91.96126147, + "Alanine_Aminotransferase_Level": 19.97392758, + "Aspartate_Aminotransferase_Level": 28.46599112, + "Creatinine_Level": 1.079717369, + "LDH_Level": 215.4656814, + "Calcium_Level": 8.353623626, + "Phosphorus_Level": 4.144249376, + "Glucose_Level": 110.1829758, + "Potassium_Level": 3.660962159, + "Sodium_Level": 141.8621157, + "Smoking_Pack_Years": 57.29226126 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": 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209.346406, + "Calcium_Level": 10.22269443, + "Phosphorus_Level": 3.157025038, + "Glucose_Level": 127.4373019, + "Potassium_Level": 4.517045444, + "Sodium_Level": 142.6929417, + "Smoking_Pack_Years": 77.47363797 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.02973553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.25874441, + "White_Blood_Cell_Count": 8.231442608, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.47003105, + "White_Blood_Cell_Count": 5.852990248, + "Platelet_Count": 360.3937534, + "Albumin_Level": 4.883704662, + "Alkaline_Phosphatase_Level": 93.57821383, + "Alanine_Aminotransferase_Level": 34.94336943, + "Aspartate_Aminotransferase_Level": 36.75072127, + "Creatinine_Level": 1.46557482, + "LDH_Level": 203.5505316, + "Calcium_Level": 8.687521452, + "Phosphorus_Level": 3.026693256, + "Glucose_Level": 112.4544052, + "Potassium_Level": 4.168946711, + "Sodium_Level": 142.0497662, + "Smoking_Pack_Years": 67.55985262 + }, + { 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"Creatinine_Level": 0.623934194, + "LDH_Level": 200.3783267, + "Calcium_Level": 8.906397547, + "Phosphorus_Level": 4.468014694, + "Glucose_Level": 139.9553348, + "Potassium_Level": 4.733625614, + "Sodium_Level": 140.4348809, + "Smoking_Pack_Years": 35.29314521 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.93845973, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.14505128, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.29909674, + "White_Blood_Cell_Count": 7.01363393, + "Platelet_Count": 159.6513812, + "Albumin_Level": 3.819295868, + "Alkaline_Phosphatase_Level": 60.25909766, + "Alanine_Aminotransferase_Level": 29.18273858, + "Aspartate_Aminotransferase_Level": 11.86199776, + "Creatinine_Level": 1.004364772, + "LDH_Level": 133.5351744, + "Calcium_Level": 8.700489845, + "Phosphorus_Level": 4.667734363, + "Glucose_Level": 142.7074887, + "Potassium_Level": 3.994364831, + "Sodium_Level": 136.9181272, + "Smoking_Pack_Years": 28.91301549 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.06585513, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.4630465, + "White_Blood_Cell_Count": 6.499178131, + "Platelet_Count": 354.7489295, + "Albumin_Level": 3.409002697, + "Alkaline_Phosphatase_Level": 72.30660645, + "Alanine_Aminotransferase_Level": 24.0656433, + "Aspartate_Aminotransferase_Level": 11.20303552, + "Creatinine_Level": 0.543343711, + "LDH_Level": 224.9086266, + "Calcium_Level": 9.316023297, + "Phosphorus_Level": 4.319424225, + "Glucose_Level": 148.9119059, + "Potassium_Level": 4.309075682, + "Sodium_Level": 143.9892628, + "Smoking_Pack_Years": 90.69141112 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.4414447, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.74323094, + "White_Blood_Cell_Count": 6.831329229, + "Platelet_Count": 199.12697, + "Albumin_Level": 4.513735254, + "Alkaline_Phosphatase_Level": 80.61816609, + "Alanine_Aminotransferase_Level": 25.13759055, + "Aspartate_Aminotransferase_Level": 41.59690212, + "Creatinine_Level": 0.838330631, + "LDH_Level": 142.0572987, + "Calcium_Level": 9.262530488, + "Phosphorus_Level": 3.538269462, + "Glucose_Level": 73.84746056, + "Potassium_Level": 4.717663192, + "Sodium_Level": 141.0447371, + "Smoking_Pack_Years": 79.59729975 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.44352654, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 89, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.24837549, + "White_Blood_Cell_Count": 5.167452736, + "Platelet_Count": 261.1702372, + "Albumin_Level": 3.136311423, + "Alkaline_Phosphatase_Level": 43.33628352, + "Alanine_Aminotransferase_Level": 11.59026038, + "Aspartate_Aminotransferase_Level": 29.44708483, + "Creatinine_Level": 1.280222499, + "LDH_Level": 158.4597819, + "Calcium_Level": 8.506073084, + "Phosphorus_Level": 2.800951379, + "Glucose_Level": 83.73689691, + "Potassium_Level": 4.44921789, + "Sodium_Level": 137.8344209, + "Smoking_Pack_Years": 11.23978333 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.65649011, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.24791647, + "White_Blood_Cell_Count": 9.360727554, + "Platelet_Count": 373.0253683, + "Albumin_Level": 4.546762218, + "Alkaline_Phosphatase_Level": 35.05952699, + "Alanine_Aminotransferase_Level": 36.7141442, + "Aspartate_Aminotransferase_Level": 33.77582129, + "Creatinine_Level": 1.464156495, + "LDH_Level": 109.7527319, + "Calcium_Level": 8.402460891, + "Phosphorus_Level": 3.395547796, + "Glucose_Level": 105.5586926, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.04123236, + "White_Blood_Cell_Count": 9.867507419, + "Platelet_Count": 235.9857432, + "Albumin_Level": 4.180801547, + "Alkaline_Phosphatase_Level": 102.5652395, + "Alanine_Aminotransferase_Level": 28.83662737, + "Aspartate_Aminotransferase_Level": 39.63332084, + "Creatinine_Level": 1.392713045, + "LDH_Level": 244.3449603, + "Calcium_Level": 8.937269877, + "Phosphorus_Level": 3.568268404, + "Glucose_Level": 129.6041563, + "Potassium_Level": 4.580289445, + "Sodium_Level": 143.8292932, + "Smoking_Pack_Years": 83.57897034 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.9571033, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.86114226, + "White_Blood_Cell_Count": 7.141956907, + "Platelet_Count": 178.4827056, + "Albumin_Level": 4.248160071, + "Alkaline_Phosphatase_Level": 83.28773169, + "Alanine_Aminotransferase_Level": 14.92091823, + "Aspartate_Aminotransferase_Level": 13.47068156, + "Creatinine_Level": 1.007739348, + "LDH_Level": 204.4823738, + "Calcium_Level": 9.123614045, + "Phosphorus_Level": 3.707031024, + 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45.1781913, + "Alanine_Aminotransferase_Level": 36.04589627, + "Aspartate_Aminotransferase_Level": 44.07265634, + "Creatinine_Level": 0.927683299, + "LDH_Level": 169.9260343, + "Calcium_Level": 10.4532217, + "Phosphorus_Level": 2.613476072, + "Glucose_Level": 74.67795016, + "Potassium_Level": 4.856605812, + "Sodium_Level": 136.5219923, + "Smoking_Pack_Years": 10.38772912 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.00598906, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.28706662, + "White_Blood_Cell_Count": 9.30761268, + "Platelet_Count": 364.4677728, + "Albumin_Level": 3.372215274, + "Alkaline_Phosphatase_Level": 93.05181398, + "Alanine_Aminotransferase_Level": 23.58510851, + "Aspartate_Aminotransferase_Level": 28.04930175, + "Creatinine_Level": 1.183575904, + "LDH_Level": 195.5181192, + "Calcium_Level": 9.625396474, + "Phosphorus_Level": 4.947956157, + "Glucose_Level": 95.92095245, + "Potassium_Level": 3.834927614, + "Sodium_Level": 143.1820283, + "Smoking_Pack_Years": 38.7260836 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.90198077, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.39540914, + "White_Blood_Cell_Count": 5.20018043, + "Platelet_Count": 239.5868956, + "Albumin_Level": 4.254288017, + "Alkaline_Phosphatase_Level": 100.7872705, + "Alanine_Aminotransferase_Level": 13.99124357, + "Aspartate_Aminotransferase_Level": 43.08704657, + "Creatinine_Level": 0.722976724, + "LDH_Level": 118.3568243, + "Calcium_Level": 9.750804061, + "Phosphorus_Level": 4.890633316, + "Glucose_Level": 145.5683829, + "Potassium_Level": 4.25606744, + "Sodium_Level": 140.5126886, + "Smoking_Pack_Years": 51.0461664 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.47987075, + "Tumor_Location": 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99.6441269, + "Alanine_Aminotransferase_Level": 11.22129935, + "Aspartate_Aminotransferase_Level": 32.75153658, + "Creatinine_Level": 1.415000559, + "LDH_Level": 153.722708, + "Calcium_Level": 8.451738548, + "Phosphorus_Level": 4.46693248, + "Glucose_Level": 109.6710975, + "Potassium_Level": 3.860885235, + "Sodium_Level": 136.3885448, + "Smoking_Pack_Years": 70.50284975 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.09424672, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.07119176, + "White_Blood_Cell_Count": 9.013226156, + "Platelet_Count": 346.7394714, + "Albumin_Level": 3.650680798, + "Alkaline_Phosphatase_Level": 53.76132774, + "Alanine_Aminotransferase_Level": 17.15679479, + "Aspartate_Aminotransferase_Level": 31.79399449, + "Creatinine_Level": 0.673803626, + "LDH_Level": 206.9303213, + "Calcium_Level": 10.21277682, + "Phosphorus_Level": 3.507497817, + "Glucose_Level": 120.3445064, + "Potassium_Level": 3.828371199, + "Sodium_Level": 138.0907905, + "Smoking_Pack_Years": 58.68825599 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.86748996, + "White_Blood_Cell_Count": 7.74098535, + "Platelet_Count": 175.6810707, + "Albumin_Level": 4.721029084, + "Alkaline_Phosphatase_Level": 46.92252634, + "Alanine_Aminotransferase_Level": 9.535314932, + "Aspartate_Aminotransferase_Level": 37.34901006, + "Creatinine_Level": 0.79711007, + "LDH_Level": 122.6309312, + "Calcium_Level": 9.570068123, + "Phosphorus_Level": 2.843031765, + "Glucose_Level": 132.0416136, + "Potassium_Level": 4.752363543, + "Sodium_Level": 140.2274838, + "Smoking_Pack_Years": 82.02757016 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.32427163, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.36399898, + "White_Blood_Cell_Count": 9.613809155, + "Platelet_Count": 368.7444935, + "Albumin_Level": 3.169918107, + "Alkaline_Phosphatase_Level": 84.73471453, + "Alanine_Aminotransferase_Level": 5.673176336, + "Aspartate_Aminotransferase_Level": 43.00409218, + "Creatinine_Level": 1.387998184, + "LDH_Level": 226.9934415, + "Calcium_Level": 10.11386019, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.53035219, + "White_Blood_Cell_Count": 8.295168151, + "Platelet_Count": 261.7379208, + "Albumin_Level": 3.530958575, + "Alkaline_Phosphatase_Level": 112.2779936, + "Alanine_Aminotransferase_Level": 26.98676557, + "Aspartate_Aminotransferase_Level": 31.90454548, + "Creatinine_Level": 0.685677005, + "LDH_Level": 203.5447015, + "Calcium_Level": 10.19121783, + "Phosphorus_Level": 4.085585875, + "Glucose_Level": 85.14289922, + "Potassium_Level": 4.563072639, + "Sodium_Level": 139.0643632, + "Smoking_Pack_Years": 87.97557588 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.37375447, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.72127339, + "White_Blood_Cell_Count": 8.387654496, + "Platelet_Count": 337.961666, + "Albumin_Level": 3.086616409, + "Alkaline_Phosphatase_Level": 117.0029152, + "Alanine_Aminotransferase_Level": 9.974486428, + "Aspartate_Aminotransferase_Level": 49.96826837, + "Creatinine_Level": 1.283186865, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.18714839, + "White_Blood_Cell_Count": 4.327715963, + "Platelet_Count": 277.4663569, + "Albumin_Level": 4.255673046, + "Alkaline_Phosphatase_Level": 34.3449592, + "Alanine_Aminotransferase_Level": 34.90547513, + "Aspartate_Aminotransferase_Level": 18.80237979, + "Creatinine_Level": 0.695749702, + "LDH_Level": 154.5509164, + "Calcium_Level": 8.41073218, + "Phosphorus_Level": 3.267012217, + "Glucose_Level": 80.66823739, + "Potassium_Level": 4.100547219, + "Sodium_Level": 139.2693411, + "Smoking_Pack_Years": 16.67527743 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.51157081, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.00270642, + "White_Blood_Cell_Count": 7.889152326, + "Platelet_Count": 397.655938, + "Albumin_Level": 3.656688838, + "Alkaline_Phosphatase_Level": 82.56395377, + "Alanine_Aminotransferase_Level": 20.26965147, + "Aspartate_Aminotransferase_Level": 48.70305025, + "Creatinine_Level": 0.791621027, + "LDH_Level": 212.2867294, + "Calcium_Level": 8.603002358, + "Phosphorus_Level": 3.535345145, + "Glucose_Level": 113.4055933, + "Potassium_Level": 4.886955379, + "Sodium_Level": 143.3040105, + "Smoking_Pack_Years": 30.01857525 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.93992146, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.53135592, + "White_Blood_Cell_Count": 5.727866127, + "Platelet_Count": 167.9007452, + "Albumin_Level": 4.105709879, + "Alkaline_Phosphatase_Level": 45.40755653, + "Alanine_Aminotransferase_Level": 28.10752322, + "Aspartate_Aminotransferase_Level": 10.82501994, + "Creatinine_Level": 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}, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.02700555, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.68855855, + "White_Blood_Cell_Count": 5.656402051, + "Platelet_Count": 425.8707324, + "Albumin_Level": 3.371567127, + "Alkaline_Phosphatase_Level": 115.1919552, + "Alanine_Aminotransferase_Level": 17.08972714, + "Aspartate_Aminotransferase_Level": 19.5219601, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.0215904, + "White_Blood_Cell_Count": 3.977323167, + "Platelet_Count": 289.6941124, + "Albumin_Level": 3.389955701, + "Alkaline_Phosphatase_Level": 55.99627019, + "Alanine_Aminotransferase_Level": 28.09026715, + "Aspartate_Aminotransferase_Level": 10.31909742, + "Creatinine_Level": 0.981627463, + "LDH_Level": 244.5023264, + "Calcium_Level": 9.499371847, + "Phosphorus_Level": 4.325534926, + "Glucose_Level": 109.0173298, + "Potassium_Level": 3.701130747, + "Sodium_Level": 144.1450749, + "Smoking_Pack_Years": 29.9022718 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.5679268, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.50998078, + "White_Blood_Cell_Count": 9.687172189, + "Platelet_Count": 284.9774513, + "Albumin_Level": 3.743317607, + "Alkaline_Phosphatase_Level": 49.50079956, + "Alanine_Aminotransferase_Level": 39.30573672, + "Aspartate_Aminotransferase_Level": 39.13997443, + "Creatinine_Level": 1.449693262, + "LDH_Level": 187.2994663, + "Calcium_Level": 9.169365681, + "Phosphorus_Level": 3.602868791, + "Glucose_Level": 139.5997993, + "Potassium_Level": 4.720795026, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 20.34456169, + "Creatinine_Level": 1.342160241, + "LDH_Level": 169.1698346, + "Calcium_Level": 9.431319006, + "Phosphorus_Level": 2.948343286, + "Glucose_Level": 71.02609177, + "Potassium_Level": 4.992021879, + "Sodium_Level": 138.1346419, + "Smoking_Pack_Years": 29.8222847 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.9950213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.16636262, + "White_Blood_Cell_Count": 3.593049491, + "Platelet_Count": 285.9277734, + "Albumin_Level": 4.540684378, + "Alkaline_Phosphatase_Level": 55.98000349, + "Alanine_Aminotransferase_Level": 27.72847951, + "Aspartate_Aminotransferase_Level": 24.86333874, + "Creatinine_Level": 1.119815953, + "LDH_Level": 231.5775714, + "Calcium_Level": 9.556490299, + "Phosphorus_Level": 4.757463988, + "Glucose_Level": 121.5785091, + "Potassium_Level": 3.596123786, + "Sodium_Level": 137.3517643, + "Smoking_Pack_Years": 12.37638277 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.38291648, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.62372596, + "White_Blood_Cell_Count": 7.226136493, + "Platelet_Count": 243.6039582, + "Albumin_Level": 3.498781291, + "Alkaline_Phosphatase_Level": 70.63517979, + "Alanine_Aminotransferase_Level": 32.56030392, + "Aspartate_Aminotransferase_Level": 42.81857628, + "Creatinine_Level": 1.285240342, + "LDH_Level": 212.7329043, + "Calcium_Level": 8.816391362, + "Phosphorus_Level": 3.635806232, + "Glucose_Level": 146.2636285, + "Potassium_Level": 4.31021577, + "Sodium_Level": 138.6262222, + "Smoking_Pack_Years": 15.50858948 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.56488379, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.35900304, + "White_Blood_Cell_Count": 7.016321203, + "Platelet_Count": 211.0116608, + "Albumin_Level": 4.666930174, + "Alkaline_Phosphatase_Level": 116.054291, + "Alanine_Aminotransferase_Level": 13.84893881, + "Aspartate_Aminotransferase_Level": 37.19081185, + "Creatinine_Level": 0.663964627, + "LDH_Level": 150.6713822, + "Calcium_Level": 8.928081578, + "Phosphorus_Level": 4.136786856, + "Glucose_Level": 90.7501875, + "Potassium_Level": 4.75043999, + "Sodium_Level": 143.3164793, + "Smoking_Pack_Years": 39.6738586 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.03511597, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.75933948, + "White_Blood_Cell_Count": 7.002594585, + "Platelet_Count": 339.8066272, + "Albumin_Level": 4.127256823, + "Alkaline_Phosphatase_Level": 105.9359531, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.07725617, + "White_Blood_Cell_Count": 9.890621736, + "Platelet_Count": 193.8254238, + "Albumin_Level": 3.714208202, + "Alkaline_Phosphatase_Level": 43.97708422, + "Alanine_Aminotransferase_Level": 16.39520386, + "Aspartate_Aminotransferase_Level": 39.96115044, + "Creatinine_Level": 0.964343717, + "LDH_Level": 135.5611331, + "Calcium_Level": 9.547690698, + "Phosphorus_Level": 4.141694318, + "Glucose_Level": 100.399599, + "Potassium_Level": 4.902927745, + "Sodium_Level": 139.4954821, + "Smoking_Pack_Years": 67.79020014 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.07504038, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.08445457, + "White_Blood_Cell_Count": 8.453764506, + "Platelet_Count": 432.1043189, + "Albumin_Level": 3.091864044, + "Alkaline_Phosphatase_Level": 52.55858354, + "Alanine_Aminotransferase_Level": 21.53125697, + "Aspartate_Aminotransferase_Level": 38.39116101, + "Creatinine_Level": 0.628779112, + "LDH_Level": 104.7775556, + "Calcium_Level": 9.972600027, + "Phosphorus_Level": 4.135764857, + "Glucose_Level": 116.3489873, + "Potassium_Level": 4.931787861, + "Sodium_Level": 142.9932699, + "Smoking_Pack_Years": 17.03358901 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.350608565, + "Glucose_Level": 92.98459808, + "Potassium_Level": 4.165071443, + "Sodium_Level": 144.7096396, + "Smoking_Pack_Years": 79.41393035 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.65840962, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.83528884, + "White_Blood_Cell_Count": 9.471996131, + "Platelet_Count": 362.7628251, + "Albumin_Level": 4.31548089, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.4172738, + "White_Blood_Cell_Count": 5.416520768, + "Platelet_Count": 421.6388296, + "Albumin_Level": 4.138477137, + "Alkaline_Phosphatase_Level": 58.57045567, + "Alanine_Aminotransferase_Level": 7.377662849, + "Aspartate_Aminotransferase_Level": 41.46014159, + "Creatinine_Level": 1.200592333, + "LDH_Level": 178.8555957, + "Calcium_Level": 8.811252904, + "Phosphorus_Level": 3.397613412, + "Glucose_Level": 101.3055526, + "Potassium_Level": 4.118191567, + "Sodium_Level": 144.3368051, + "Smoking_Pack_Years": 27.49469268 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former 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3.869134902, + "Alkaline_Phosphatase_Level": 73.48160419, + "Alanine_Aminotransferase_Level": 23.10045369, + "Aspartate_Aminotransferase_Level": 16.62633343, + "Creatinine_Level": 0.803178782, + "LDH_Level": 192.6847694, + "Calcium_Level": 10.28620164, + "Phosphorus_Level": 2.873042501, + "Glucose_Level": 148.4282844, + "Potassium_Level": 3.727321349, + "Sodium_Level": 137.908585, + "Smoking_Pack_Years": 15.84809859 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.19057993, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.72571239, + "White_Blood_Cell_Count": 4.790517865, + "Platelet_Count": 176.8417116, + "Albumin_Level": 3.020550397, + "Alkaline_Phosphatase_Level": 33.32697993, + "Alanine_Aminotransferase_Level": 32.95973728, + "Aspartate_Aminotransferase_Level": 49.43209981, + "Creatinine_Level": 0.873807671, + "LDH_Level": 195.1855321, + "Calcium_Level": 10.24581121, + "Phosphorus_Level": 4.771250404, + "Glucose_Level": 73.9712457, + "Potassium_Level": 4.448948243, + "Sodium_Level": 137.0873181, + "Smoking_Pack_Years": 32.90714399 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.5258863, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.84650211, + "White_Blood_Cell_Count": 7.016562657, + "Platelet_Count": 419.457467, + "Albumin_Level": 4.177967636, + "Alkaline_Phosphatase_Level": 48.47688279, + "Alanine_Aminotransferase_Level": 38.70331051, + "Aspartate_Aminotransferase_Level": 43.15538623, + "Creatinine_Level": 1.361637802, + "LDH_Level": 130.9221714, + "Calcium_Level": 9.736415009, + "Phosphorus_Level": 3.934490037, + "Glucose_Level": 100.3288425, + "Potassium_Level": 3.552245152, + "Sodium_Level": 136.6653984, + "Smoking_Pack_Years": 84.20792484 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.41885426, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.87126935, + "White_Blood_Cell_Count": 8.312213419, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.7232445, + "White_Blood_Cell_Count": 5.618466438, + "Platelet_Count": 192.6501799, + "Albumin_Level": 4.939602191, + "Alkaline_Phosphatase_Level": 68.00856193, + "Alanine_Aminotransferase_Level": 36.66902917, + "Aspartate_Aminotransferase_Level": 18.09673918, + "Creatinine_Level": 0.761293184, + "LDH_Level": 243.6223587, + "Calcium_Level": 8.254936012, + "Phosphorus_Level": 4.262211944, + "Glucose_Level": 111.013043, + "Potassium_Level": 4.377693203, + "Sodium_Level": 144.5176492, + "Smoking_Pack_Years": 10.0397364 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.42596402, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.70950539, + "White_Blood_Cell_Count": 7.889981272, + "Platelet_Count": 404.6782537, + "Albumin_Level": 3.804587384, + "Alkaline_Phosphatase_Level": 33.77812921, + "Alanine_Aminotransferase_Level": 19.30662411, + "Aspartate_Aminotransferase_Level": 18.90175681, + "Creatinine_Level": 0.676970427, + "LDH_Level": 192.7102406, + "Calcium_Level": 8.720197846, + "Phosphorus_Level": 3.846605592, + "Glucose_Level": 106.5293816, + "Potassium_Level": 4.839928549, + "Sodium_Level": 138.734301, + "Smoking_Pack_Years": 28.0718445 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.43130753, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.2403993, + "White_Blood_Cell_Count": 8.084134162, + "Platelet_Count": 361.6019053, + "Albumin_Level": 3.247720747, + "Alkaline_Phosphatase_Level": 36.94808547, + "Alanine_Aminotransferase_Level": 35.81803153, + "Aspartate_Aminotransferase_Level": 32.95956526, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.48553976, + "White_Blood_Cell_Count": 4.719226672, + "Platelet_Count": 390.6236396, + "Albumin_Level": 3.263202826, + "Alkaline_Phosphatase_Level": 43.78083365, + "Alanine_Aminotransferase_Level": 17.96216992, + "Aspartate_Aminotransferase_Level": 25.32563359, + "Creatinine_Level": 1.342722388, + "LDH_Level": 140.4764656, + "Calcium_Level": 10.27045512, + "Phosphorus_Level": 3.931892479, + "Glucose_Level": 95.51222647, + "Potassium_Level": 4.154375824, + "Sodium_Level": 138.183082, + "Smoking_Pack_Years": 64.34656648 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.05164446, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.40352599, + "White_Blood_Cell_Count": 5.274417041, + "Platelet_Count": 331.3232418, + "Albumin_Level": 4.444075462, + "Alkaline_Phosphatase_Level": 52.60081128, + "Alanine_Aminotransferase_Level": 28.86068367, + "Aspartate_Aminotransferase_Level": 44.78695608, + "Creatinine_Level": 0.946653705, + "LDH_Level": 211.0027282, + "Calcium_Level": 9.908044448, + "Phosphorus_Level": 4.846609089, + "Glucose_Level": 139.2818123, + "Potassium_Level": 3.93545564, + "Sodium_Level": 138.5125845, + "Smoking_Pack_Years": 79.3213154 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.37865899, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.48158593, + "White_Blood_Cell_Count": 5.591046758, + "Platelet_Count": 257.2333097, + "Albumin_Level": 4.864913362, + "Alkaline_Phosphatase_Level": 53.2030429, + "Alanine_Aminotransferase_Level": 9.005980078, + "Aspartate_Aminotransferase_Level": 12.07802999, + "Creatinine_Level": 0.598654027, + "LDH_Level": 132.2146986, + "Calcium_Level": 9.386637952, + "Phosphorus_Level": 4.331407654, + "Glucose_Level": 72.68468295, + "Potassium_Level": 3.749824606, + "Sodium_Level": 137.9186784, + "Smoking_Pack_Years": 93.03372823 + }, + { 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0.750761788, + "LDH_Level": 148.0575162, + "Calcium_Level": 10.24128179, + "Phosphorus_Level": 2.605122238, + "Glucose_Level": 135.4965467, + "Potassium_Level": 4.359840767, + "Sodium_Level": 137.5683257, + "Smoking_Pack_Years": 51.68461109 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.91189131, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.93082392, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.7575673, + "White_Blood_Cell_Count": 3.935257454, + "Platelet_Count": 357.0197457, + "Albumin_Level": 3.975574999, + "Alkaline_Phosphatase_Level": 71.54399299, + "Alanine_Aminotransferase_Level": 37.21492044, + "Aspartate_Aminotransferase_Level": 40.88671612, + "Creatinine_Level": 0.59651637, + "LDH_Level": 104.7879295, + "Calcium_Level": 9.697788377, + "Phosphorus_Level": 3.300077497, + "Glucose_Level": 82.97319883, + "Potassium_Level": 4.604607119, + "Sodium_Level": 138.4787822, + "Smoking_Pack_Years": 39.54761086 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.99696065, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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138.09575, + "Smoking_Pack_Years": 58.04152011 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.88679497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.96975625, + "White_Blood_Cell_Count": 6.259381897, + "Platelet_Count": 225.2516892, + "Albumin_Level": 3.011065637, + "Alkaline_Phosphatase_Level": 41.660426, + "Alanine_Aminotransferase_Level": 34.24973001, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.00499659, + "White_Blood_Cell_Count": 3.551582778, + "Platelet_Count": 158.2262696, + "Albumin_Level": 3.662270939, + "Alkaline_Phosphatase_Level": 72.55200822, + "Alanine_Aminotransferase_Level": 10.80039044, + "Aspartate_Aminotransferase_Level": 17.34654526, + "Creatinine_Level": 0.763477696, + "LDH_Level": 196.0893336, + "Calcium_Level": 8.097264798, + "Phosphorus_Level": 3.762050617, + "Glucose_Level": 110.6759931, + "Potassium_Level": 3.804941667, + "Sodium_Level": 141.8875302, + "Smoking_Pack_Years": 84.87284949 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.17028603, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.75829164, + "White_Blood_Cell_Count": 6.11763526, + "Platelet_Count": 194.860103, + "Albumin_Level": 3.611607158, + "Alkaline_Phosphatase_Level": 99.68673928, + "Alanine_Aminotransferase_Level": 19.80589461, + "Aspartate_Aminotransferase_Level": 17.16536763, + "Creatinine_Level": 1.241018164, + "LDH_Level": 162.7840433, + "Calcium_Level": 9.516937888, + "Phosphorus_Level": 3.082909871, + "Glucose_Level": 112.4033616, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.17444358, + "White_Blood_Cell_Count": 3.826704967, + "Platelet_Count": 242.0420755, + "Albumin_Level": 4.711193858, + "Alkaline_Phosphatase_Level": 89.46316417, + "Alanine_Aminotransferase_Level": 17.33379198, + "Aspartate_Aminotransferase_Level": 42.92689435, + "Creatinine_Level": 0.918928121, + "LDH_Level": 174.2549578, + "Calcium_Level": 8.951729355, + "Phosphorus_Level": 4.009960487, + "Glucose_Level": 70.87810226, + "Potassium_Level": 4.361956719, + "Sodium_Level": 144.439909, + "Smoking_Pack_Years": 72.8636748 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.47277242, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.51986788, + "White_Blood_Cell_Count": 8.978418224, + "Platelet_Count": 342.7321977, + "Albumin_Level": 3.421505695, + "Alkaline_Phosphatase_Level": 67.99555281, + "Alanine_Aminotransferase_Level": 21.74961085, + "Aspartate_Aminotransferase_Level": 43.11219196, + "Creatinine_Level": 1.074806271, + "LDH_Level": 181.1051794, + "Calcium_Level": 9.190106162, + "Phosphorus_Level": 3.350991847, + "Glucose_Level": 143.5595125, + "Potassium_Level": 3.877483699, + "Sodium_Level": 140.7114084, + "Smoking_Pack_Years": 15.54517398 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.66374135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.59113788, + "White_Blood_Cell_Count": 4.469348366, + "Platelet_Count": 314.6630313, + "Albumin_Level": 3.729122512, + "Alkaline_Phosphatase_Level": 41.32516993, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.89256246, + "White_Blood_Cell_Count": 7.86664959, + "Platelet_Count": 409.5025196, + "Albumin_Level": 4.921408591, + "Alkaline_Phosphatase_Level": 71.52854755, + "Alanine_Aminotransferase_Level": 28.03713338, + "Aspartate_Aminotransferase_Level": 20.40567843, + "Creatinine_Level": 0.83951764, + "LDH_Level": 107.2025129, + "Calcium_Level": 8.178648121, + "Phosphorus_Level": 3.740925645, + "Glucose_Level": 88.51714379, + "Potassium_Level": 4.271340793, + "Sodium_Level": 139.6228063, + "Smoking_Pack_Years": 5.901293692 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.17153835, + "Tumor_Location": 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82.76227725, + "Potassium_Level": 4.244386868, + "Sodium_Level": 136.0146597, + "Smoking_Pack_Years": 90.64080252 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.30540989, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.49797246, + "White_Blood_Cell_Count": 9.931388826, + "Platelet_Count": 435.6127152, + "Albumin_Level": 4.855064198, + "Alkaline_Phosphatase_Level": 91.0935047, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.84829454, + "White_Blood_Cell_Count": 8.377014587, + "Platelet_Count": 321.3859467, + "Albumin_Level": 4.498109611, + "Alkaline_Phosphatase_Level": 119.9704399, + "Alanine_Aminotransferase_Level": 25.51357668, + "Aspartate_Aminotransferase_Level": 48.59567215, + "Creatinine_Level": 0.666554467, + "LDH_Level": 136.9673394, + "Calcium_Level": 8.657647079, + "Phosphorus_Level": 4.276836789, + "Glucose_Level": 114.2918964, + "Potassium_Level": 3.650763383, + "Sodium_Level": 138.5095661, + "Smoking_Pack_Years": 3.388898226 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.98930622, + "White_Blood_Cell_Count": 8.958041126, + "Platelet_Count": 252.5594221, + "Albumin_Level": 3.725866827, + "Alkaline_Phosphatase_Level": 51.11105847, + "Alanine_Aminotransferase_Level": 25.46671381, + "Aspartate_Aminotransferase_Level": 29.565961, + "Creatinine_Level": 0.976728615, + "LDH_Level": 135.2388728, + "Calcium_Level": 9.206258331, + "Phosphorus_Level": 4.103309012, + "Glucose_Level": 115.2131213, + "Potassium_Level": 3.605455778, + "Sodium_Level": 140.2862045, + "Smoking_Pack_Years": 7.698109703 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.83970548, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.07504793, + "White_Blood_Cell_Count": 5.55726912, + "Platelet_Count": 202.9257968, + "Albumin_Level": 4.833798974, + "Alkaline_Phosphatase_Level": 37.34891777, + "Alanine_Aminotransferase_Level": 13.48359415, + "Aspartate_Aminotransferase_Level": 49.500501, + "Creatinine_Level": 1.149042657, + "LDH_Level": 223.2070714, + "Calcium_Level": 9.417562689, + "Phosphorus_Level": 3.890362584, + "Glucose_Level": 149.0466754, + "Potassium_Level": 3.697005504, + "Sodium_Level": 143.5609138, + "Smoking_Pack_Years": 10.04191601 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.91493849, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.73633457, + "White_Blood_Cell_Count": 7.888788503, + "Platelet_Count": 226.5217227, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.07629823, + "White_Blood_Cell_Count": 9.117837679, + "Platelet_Count": 400.1662913, + "Albumin_Level": 4.504296837, + "Alkaline_Phosphatase_Level": 77.36661228, + "Alanine_Aminotransferase_Level": 9.855987834, + "Aspartate_Aminotransferase_Level": 26.32641627, + "Creatinine_Level": 0.957636542, + "LDH_Level": 246.822271, + "Calcium_Level": 9.15425071, + "Phosphorus_Level": 3.387661063, + "Glucose_Level": 85.53012783, + "Potassium_Level": 4.948397894, + "Sodium_Level": 135.3589611, + "Smoking_Pack_Years": 95.00255281 + }, + { + "Age": 31, + "Gender": 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241.2596183, + "Calcium_Level": 9.944376298, + "Phosphorus_Level": 4.522931309, + "Glucose_Level": 85.76470216, + "Potassium_Level": 4.739581286, + "Sodium_Level": 142.7763191, + "Smoking_Pack_Years": 45.82208992 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.27083449, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.70077553, + "White_Blood_Cell_Count": 6.093103007, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.92672241, + "White_Blood_Cell_Count": 4.085649821, + "Platelet_Count": 343.4753453, + "Albumin_Level": 4.514894814, + "Alkaline_Phosphatase_Level": 31.21248242, + "Alanine_Aminotransferase_Level": 28.16610486, + "Aspartate_Aminotransferase_Level": 26.72785716, + "Creatinine_Level": 1.092392365, + "LDH_Level": 101.5584755, + "Calcium_Level": 9.76980742, + "Phosphorus_Level": 3.792392965, + "Glucose_Level": 117.2477237, + "Potassium_Level": 3.763622214, + "Sodium_Level": 138.6981995, + "Smoking_Pack_Years": 58.23790058 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.20566986, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.92905442, + "White_Blood_Cell_Count": 8.111750382, + "Platelet_Count": 153.7932709, + "Albumin_Level": 4.185886462, + "Alkaline_Phosphatase_Level": 113.6089914, + "Alanine_Aminotransferase_Level": 31.26221722, + "Aspartate_Aminotransferase_Level": 41.2534609, + "Creatinine_Level": 0.796023525, + "LDH_Level": 141.1528627, + "Calcium_Level": 10.40750941, + "Phosphorus_Level": 3.162550485, + "Glucose_Level": 99.67348126, + "Potassium_Level": 4.551805993, + "Sodium_Level": 140.4325114, + "Smoking_Pack_Years": 0.762807384 + }, + { + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.50125813, + "White_Blood_Cell_Count": 9.275812583, + "Platelet_Count": 439.7002919, + "Albumin_Level": 4.453540955, + "Alkaline_Phosphatase_Level": 102.2880694, + "Alanine_Aminotransferase_Level": 35.6302224, + "Aspartate_Aminotransferase_Level": 38.61684412, + "Creatinine_Level": 0.852644401, + "LDH_Level": 196.5286686, + "Calcium_Level": 8.86184742, + "Phosphorus_Level": 3.182694991, + "Glucose_Level": 71.50975872, + "Potassium_Level": 4.539296361, + "Sodium_Level": 143.6571938, + "Smoking_Pack_Years": 49.4540982 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.74083226, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.11276611, + "White_Blood_Cell_Count": 6.022932494, + "Platelet_Count": 366.2433009, + "Albumin_Level": 3.414902445, + "Alkaline_Phosphatase_Level": 35.97479411, + "Alanine_Aminotransferase_Level": 38.05933252, + "Aspartate_Aminotransferase_Level": 15.41814008, + "Creatinine_Level": 1.377658649, + "LDH_Level": 192.26877, + "Calcium_Level": 8.251296882, + "Phosphorus_Level": 2.997344436, + "Glucose_Level": 125.3272598, + "Potassium_Level": 3.983960532, + "Sodium_Level": 143.7014397, + "Smoking_Pack_Years": 46.86919041 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.23381678, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.18915491, + "White_Blood_Cell_Count": 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{ + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.84211034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.58293095, + "White_Blood_Cell_Count": 8.949261131, + "Platelet_Count": 439.7361586, + "Albumin_Level": 4.451091008, + "Alkaline_Phosphatase_Level": 68.04714131, + "Alanine_Aminotransferase_Level": 31.00475896, + "Aspartate_Aminotransferase_Level": 39.88862648, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.30382785, + "White_Blood_Cell_Count": 5.802416235, + "Platelet_Count": 307.4576421, + "Albumin_Level": 4.246349745, + "Alkaline_Phosphatase_Level": 39.27733541, + "Alanine_Aminotransferase_Level": 32.63618855, + "Aspartate_Aminotransferase_Level": 46.51326789, + "Creatinine_Level": 1.452602813, + "LDH_Level": 136.0141696, + "Calcium_Level": 8.05938662, + "Phosphorus_Level": 3.880840475, + "Glucose_Level": 82.89149377, + "Potassium_Level": 4.140870993, + "Sodium_Level": 136.8151685, + "Smoking_Pack_Years": 73.56737493 + }, + { + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.88995491, + "White_Blood_Cell_Count": 5.623518496, + "Platelet_Count": 345.9958517, + "Albumin_Level": 3.432201633, + "Alkaline_Phosphatase_Level": 72.55231581, + "Alanine_Aminotransferase_Level": 20.48457029, + "Aspartate_Aminotransferase_Level": 39.14345046, + "Creatinine_Level": 0.863973596, + "LDH_Level": 112.3053967, + "Calcium_Level": 9.489514287, + "Phosphorus_Level": 2.715967742, + "Glucose_Level": 148.8529105, + "Potassium_Level": 4.129766625, + "Sodium_Level": 142.7342341, + "Smoking_Pack_Years": 76.75353491 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.54773926, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.39768723, + "White_Blood_Cell_Count": 4.494519378, + "Platelet_Count": 254.092587, + "Albumin_Level": 3.399039284, + "Alkaline_Phosphatase_Level": 54.33894439, + "Alanine_Aminotransferase_Level": 22.0242626, + "Aspartate_Aminotransferase_Level": 22.34627615, + "Creatinine_Level": 0.827848089, + "LDH_Level": 174.9921938, + "Calcium_Level": 8.758226988, + "Phosphorus_Level": 3.937330977, + "Glucose_Level": 137.3061558, + "Potassium_Level": 4.570183083, + "Sodium_Level": 135.348483, + "Smoking_Pack_Years": 38.79681187 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.43172788, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.713234, + "White_Blood_Cell_Count": 7.183243723, + "Platelet_Count": 255.0321381, + "Albumin_Level": 3.772006859, + "Alkaline_Phosphatase_Level": 31.05084762, + "Alanine_Aminotransferase_Level": 8.516978553, + "Aspartate_Aminotransferase_Level": 15.27627447, + "Creatinine_Level": 1.085967642, + "LDH_Level": 231.5808383, + "Calcium_Level": 10.38270936, + "Phosphorus_Level": 4.192674153, + "Glucose_Level": 101.3535567, + "Potassium_Level": 4.240335169, + "Sodium_Level": 141.7248375, + "Smoking_Pack_Years": 18.55659902 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.52948147, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.48772472, + "White_Blood_Cell_Count": 6.630361372, + "Platelet_Count": 368.1131189, + "Albumin_Level": 3.257488291, + "Alkaline_Phosphatase_Level": 43.47818131, + "Alanine_Aminotransferase_Level": 19.03072088, + "Aspartate_Aminotransferase_Level": 29.75816432, + "Creatinine_Level": 1.215120985, + "LDH_Level": 230.8498827, + "Calcium_Level": 10.38185671, + "Phosphorus_Level": 4.091094404, + "Glucose_Level": 148.3613415, + "Potassium_Level": 3.798981462, + "Sodium_Level": 138.6083782, + "Smoking_Pack_Years": 21.39468978 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.21280631, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.72600544, + "White_Blood_Cell_Count": 6.103516791, + "Platelet_Count": 302.4056955, + "Albumin_Level": 3.318315958, + "Alkaline_Phosphatase_Level": 65.47358939, + "Alanine_Aminotransferase_Level": 17.17299481, + "Aspartate_Aminotransferase_Level": 10.55059575, + "Creatinine_Level": 1.400785016, + "LDH_Level": 128.9861321, + "Calcium_Level": 8.24082873, + "Phosphorus_Level": 4.911270829, + "Glucose_Level": 116.1754986, + "Potassium_Level": 4.60456678, + "Sodium_Level": 141.1378321, + "Smoking_Pack_Years": 42.57719374 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.06038609, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.60719777, + "White_Blood_Cell_Count": 8.30791727, + "Platelet_Count": 332.8238017, + "Albumin_Level": 3.312944871, + "Alkaline_Phosphatase_Level": 39.61372795, + "Alanine_Aminotransferase_Level": 37.27907968, + "Aspartate_Aminotransferase_Level": 27.87052048, + "Creatinine_Level": 0.917374446, + "LDH_Level": 125.3831093, + "Calcium_Level": 9.851305474, + "Phosphorus_Level": 3.950060806, + "Glucose_Level": 138.8313846, + "Potassium_Level": 4.689829761, + "Sodium_Level": 142.2405069, + "Smoking_Pack_Years": 45.377698 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.86206885, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.64360342, + "White_Blood_Cell_Count": 3.913244619, + "Platelet_Count": 280.1813516, + "Albumin_Level": 3.775541055, + "Alkaline_Phosphatase_Level": 77.45485378, + "Alanine_Aminotransferase_Level": 37.40483284, + "Aspartate_Aminotransferase_Level": 14.82669875, + "Creatinine_Level": 1.039689087, + "LDH_Level": 123.8491894, + "Calcium_Level": 9.151553848, + "Phosphorus_Level": 4.17487216, + "Glucose_Level": 113.4302233, + "Potassium_Level": 4.038356559, + "Sodium_Level": 141.5007303, + "Smoking_Pack_Years": 0.702142503 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.24722473, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.20069615, + "White_Blood_Cell_Count": 4.993249797, + "Platelet_Count": 200.8240036, + "Albumin_Level": 4.614921488, + "Alkaline_Phosphatase_Level": 55.9886321, + "Alanine_Aminotransferase_Level": 11.25112995, + "Aspartate_Aminotransferase_Level": 20.29789029, + "Creatinine_Level": 0.53018984, + "LDH_Level": 112.4422024, + "Calcium_Level": 9.87800442, + "Phosphorus_Level": 4.86699865, + "Glucose_Level": 127.9535057, + "Potassium_Level": 4.932551013, + "Sodium_Level": 143.5715859, + "Smoking_Pack_Years": 61.27007904 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.05140478, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.96584838, + "White_Blood_Cell_Count": 7.709564552, + "Platelet_Count": 164.3831254, + "Albumin_Level": 4.668215988, + "Alkaline_Phosphatase_Level": 97.87944153, + "Alanine_Aminotransferase_Level": 28.78173205, + "Aspartate_Aminotransferase_Level": 30.58294345, + "Creatinine_Level": 1.210700767, + "LDH_Level": 177.3515498, + "Calcium_Level": 10.19194806, + "Phosphorus_Level": 4.818553584, + "Glucose_Level": 79.48254191, + "Potassium_Level": 4.209345566, + "Sodium_Level": 143.1911411, + "Smoking_Pack_Years": 89.30151376 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.17809844, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.12223476, + "White_Blood_Cell_Count": 8.967816537, + "Platelet_Count": 269.9008792, + "Albumin_Level": 3.939050444, + "Alkaline_Phosphatase_Level": 117.5969867, + "Alanine_Aminotransferase_Level": 30.27380992, + "Aspartate_Aminotransferase_Level": 13.67876068, + "Creatinine_Level": 1.014333167, + "LDH_Level": 168.5497658, + "Calcium_Level": 8.085665299, + "Phosphorus_Level": 2.813089049, + "Glucose_Level": 77.16223249, + "Potassium_Level": 4.64004799, + "Sodium_Level": 139.7305044, + "Smoking_Pack_Years": 74.37817806 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.96736941, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.24837928, + "White_Blood_Cell_Count": 9.089009541, + "Platelet_Count": 226.3262872, + "Albumin_Level": 4.238909785, + "Alkaline_Phosphatase_Level": 102.0023197, + "Alanine_Aminotransferase_Level": 8.68872087, + "Aspartate_Aminotransferase_Level": 24.26187593, + "Creatinine_Level": 1.202090907, + "LDH_Level": 136.0704619, + "Calcium_Level": 10.13984664, + "Phosphorus_Level": 4.851542409, + "Glucose_Level": 132.7871174, + "Potassium_Level": 4.675373385, + "Sodium_Level": 138.5008236, + "Smoking_Pack_Years": 71.21027679 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.63755521, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.67623894, + "White_Blood_Cell_Count": 3.804073658, + "Platelet_Count": 196.6157638, + "Albumin_Level": 4.887463901, + "Alkaline_Phosphatase_Level": 101.189619, + "Alanine_Aminotransferase_Level": 14.06072424, + "Aspartate_Aminotransferase_Level": 17.12976605, + "Creatinine_Level": 1.102359009, + "LDH_Level": 249.8615904, + "Calcium_Level": 8.230685946, + "Phosphorus_Level": 2.98214805, + "Glucose_Level": 106.6851387, + "Potassium_Level": 3.927802915, + "Sodium_Level": 136.8069308, + "Smoking_Pack_Years": 51.42247048 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.0842278, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.13400895, + "White_Blood_Cell_Count": 6.669587516, + "Platelet_Count": 263.418757, + "Albumin_Level": 3.264600456, + "Alkaline_Phosphatase_Level": 65.38725994, + "Alanine_Aminotransferase_Level": 35.29193318, + "Aspartate_Aminotransferase_Level": 31.67029955, + "Creatinine_Level": 0.895560539, + "LDH_Level": 217.2944591, + "Calcium_Level": 8.525604483, + "Phosphorus_Level": 2.587863899, + "Glucose_Level": 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85.80922061, + "Alanine_Aminotransferase_Level": 27.61621309, + "Aspartate_Aminotransferase_Level": 20.02197858, + "Creatinine_Level": 1.432355706, + "LDH_Level": 199.588974, + "Calcium_Level": 8.557220972, + "Phosphorus_Level": 3.015980944, + "Glucose_Level": 133.961746, + "Potassium_Level": 4.792650437, + "Sodium_Level": 135.7343766, + "Smoking_Pack_Years": 40.26804244 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.62993288, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.18093222, + "White_Blood_Cell_Count": 4.799881128, + "Platelet_Count": 426.8513715, + "Albumin_Level": 3.644307222, + "Alkaline_Phosphatase_Level": 66.81782477, + "Alanine_Aminotransferase_Level": 28.67432102, + "Aspartate_Aminotransferase_Level": 28.98708085, + "Creatinine_Level": 0.831941818, + "LDH_Level": 109.7771942, + "Calcium_Level": 9.312042677, + "Phosphorus_Level": 4.680273223, + "Glucose_Level": 103.5241925, + "Potassium_Level": 4.327745315, + "Sodium_Level": 135.4854462, + "Smoking_Pack_Years": 7.253778705 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.81336852, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.56243283, + "White_Blood_Cell_Count": 9.397619424, + "Platelet_Count": 153.706524, + "Albumin_Level": 4.834424312, + "Alkaline_Phosphatase_Level": 104.6488414, + "Alanine_Aminotransferase_Level": 38.13940388, + "Aspartate_Aminotransferase_Level": 20.8459929, + "Creatinine_Level": 0.674563731, + "LDH_Level": 234.8274399, + "Calcium_Level": 8.546420582, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 94.9609757, + "Alanine_Aminotransferase_Level": 11.75284337, + "Aspartate_Aminotransferase_Level": 44.64228756, + "Creatinine_Level": 1.283800188, + "LDH_Level": 161.095301, + "Calcium_Level": 8.108125261, + "Phosphorus_Level": 3.099451696, + "Glucose_Level": 91.36961292, + "Potassium_Level": 3.984754358, + "Sodium_Level": 139.7531344, + "Smoking_Pack_Years": 90.61172838 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.08629098, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.35664661, + "White_Blood_Cell_Count": 4.559138844, + "Platelet_Count": 398.8755482, + "Albumin_Level": 3.139527951, + "Alkaline_Phosphatase_Level": 44.79928733, + "Alanine_Aminotransferase_Level": 19.78360737, + "Aspartate_Aminotransferase_Level": 17.26140852, + "Creatinine_Level": 0.969591546, + "LDH_Level": 175.321513, + "Calcium_Level": 9.463549136, + "Phosphorus_Level": 2.553945706, + "Glucose_Level": 117.7629405, + "Potassium_Level": 4.217743112, + "Sodium_Level": 137.5312913, + "Smoking_Pack_Years": 64.21855077 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.49762734, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.30080789, + "White_Blood_Cell_Count": 5.578732075, + "Platelet_Count": 166.3628234, + "Albumin_Level": 3.013402286, + "Alkaline_Phosphatase_Level": 57.20455248, + "Alanine_Aminotransferase_Level": 39.94091565, + "Aspartate_Aminotransferase_Level": 28.55159778, + "Creatinine_Level": 0.977866964, + "LDH_Level": 128.7949376, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.42224699, + "White_Blood_Cell_Count": 6.864330903, + "Platelet_Count": 411.1360957, + "Albumin_Level": 3.060303777, + "Alkaline_Phosphatase_Level": 104.843239, + "Alanine_Aminotransferase_Level": 10.90171279, + "Aspartate_Aminotransferase_Level": 25.60858529, + "Creatinine_Level": 1.036390917, + "LDH_Level": 215.9853901, + "Calcium_Level": 10.1286453, + "Phosphorus_Level": 4.04169525, + "Glucose_Level": 108.7939123, + "Potassium_Level": 3.943850839, + "Sodium_Level": 138.9053054, + "Smoking_Pack_Years": 3.939459924 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.72515344, + "White_Blood_Cell_Count": 8.026399521, + "Platelet_Count": 411.4866344, + "Albumin_Level": 3.815982623, + "Alkaline_Phosphatase_Level": 36.7744786, + "Alanine_Aminotransferase_Level": 29.39176875, + "Aspartate_Aminotransferase_Level": 43.12044859, + "Creatinine_Level": 0.925744676, + "LDH_Level": 116.8229973, + "Calcium_Level": 9.035185992, + "Phosphorus_Level": 3.570458549, + "Glucose_Level": 142.6414744, + "Potassium_Level": 4.707899006, + "Sodium_Level": 139.3480299, + "Smoking_Pack_Years": 18.71257766 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.77419279, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.67898767, + "White_Blood_Cell_Count": 6.317465111, + "Platelet_Count": 427.7639328, + "Albumin_Level": 4.144584817, + "Alkaline_Phosphatase_Level": 86.14222521, + "Alanine_Aminotransferase_Level": 35.1340243, + "Aspartate_Aminotransferase_Level": 43.94337713, + "Creatinine_Level": 1.36958836, + "LDH_Level": 198.187196, + "Calcium_Level": 9.550243742, + "Phosphorus_Level": 3.934825091, + "Glucose_Level": 83.16144798, + "Potassium_Level": 3.985219388, + "Sodium_Level": 136.3074031, + "Smoking_Pack_Years": 43.61936693 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.42414518, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.89885074, + "White_Blood_Cell_Count": 4.135183137, + "Platelet_Count": 354.768179, + "Albumin_Level": 3.180799052, + "Alkaline_Phosphatase_Level": 48.84831377, + "Alanine_Aminotransferase_Level": 5.158033178, + "Aspartate_Aminotransferase_Level": 41.79173181, + "Creatinine_Level": 0.89435814, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.95832519, + "White_Blood_Cell_Count": 4.419786845, + "Platelet_Count": 178.9828261, + "Albumin_Level": 4.512976921, + "Alkaline_Phosphatase_Level": 39.38735105, + "Alanine_Aminotransferase_Level": 38.18270121, + "Aspartate_Aminotransferase_Level": 29.01304677, + "Creatinine_Level": 0.852518232, + "LDH_Level": 225.3965554, + "Calcium_Level": 9.305415566, + "Phosphorus_Level": 2.843695012, + "Glucose_Level": 132.0885717, + "Potassium_Level": 4.301097405, + "Sodium_Level": 142.4862196, + "Smoking_Pack_Years": 8.190557098 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.15464479, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", 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"Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.78681131, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.76705757, + "White_Blood_Cell_Count": 4.670416561, + "Platelet_Count": 394.7010482, + "Albumin_Level": 3.619203374, + "Alkaline_Phosphatase_Level": 42.54638524, + "Alanine_Aminotransferase_Level": 39.08116538, + "Aspartate_Aminotransferase_Level": 44.98346611, + "Creatinine_Level": 1.073651691, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.91021639, + "White_Blood_Cell_Count": 7.958708851, + "Platelet_Count": 315.4485103, + "Albumin_Level": 4.053498877, + "Alkaline_Phosphatase_Level": 42.98068066, + "Alanine_Aminotransferase_Level": 21.30690712, + "Aspartate_Aminotransferase_Level": 36.90789514, + "Creatinine_Level": 0.928767831, + "LDH_Level": 205.8197005, + "Calcium_Level": 9.442381148, + "Phosphorus_Level": 3.112523622, + "Glucose_Level": 137.047111, + "Potassium_Level": 4.429414661, + "Sodium_Level": 143.3170927, + "Smoking_Pack_Years": 28.07962317 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.7872468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.41928976, + "White_Blood_Cell_Count": 5.80001235, + "Platelet_Count": 267.9065824, + "Albumin_Level": 4.27795035, + "Alkaline_Phosphatase_Level": 103.0804975, + "Alanine_Aminotransferase_Level": 8.248242895, + "Aspartate_Aminotransferase_Level": 21.97658194, + "Creatinine_Level": 1.154425847, + "LDH_Level": 143.7086476, + "Calcium_Level": 9.221653189, + "Phosphorus_Level": 2.932897709, + "Glucose_Level": 72.42762811, + "Potassium_Level": 4.256193405, + "Sodium_Level": 142.7857847, + "Smoking_Pack_Years": 72.95227358 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.63109271, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.16347288, + "White_Blood_Cell_Count": 8.696768158, + "Platelet_Count": 395.2371921, + "Albumin_Level": 3.415264411, + "Alkaline_Phosphatase_Level": 34.18217437, + "Alanine_Aminotransferase_Level": 36.89402039, + "Aspartate_Aminotransferase_Level": 25.11984821, + "Creatinine_Level": 1.495848943, + "LDH_Level": 199.0043902, + "Calcium_Level": 9.122045616, + "Phosphorus_Level": 3.71417663, + "Glucose_Level": 92.10165112, + "Potassium_Level": 4.708322138, + "Sodium_Level": 137.4558401, + "Smoking_Pack_Years": 51.76440443 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.38439941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.75444013, + "White_Blood_Cell_Count": 5.737008292, + "Platelet_Count": 197.4804498, + "Albumin_Level": 4.662165514, + "Alkaline_Phosphatase_Level": 74.85714461, + "Alanine_Aminotransferase_Level": 5.357386297, + "Aspartate_Aminotransferase_Level": 11.6888349, + "Creatinine_Level": 1.445597577, + "LDH_Level": 105.921068, + "Calcium_Level": 9.269724729, + "Phosphorus_Level": 3.343114297, + "Glucose_Level": 136.7957444, + "Potassium_Level": 4.534895818, + "Sodium_Level": 144.81789, + "Smoking_Pack_Years": 62.71885395 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.09914279, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.98531941, + "White_Blood_Cell_Count": 6.805093826, + "Platelet_Count": 323.5774382, + "Albumin_Level": 4.169538245, + "Alkaline_Phosphatase_Level": 95.28832266, + "Alanine_Aminotransferase_Level": 5.894124714, + "Aspartate_Aminotransferase_Level": 21.89586306, + "Creatinine_Level": 1.409362191, + "LDH_Level": 110.4531173, + "Calcium_Level": 10.42783552, + "Phosphorus_Level": 3.249241881, + "Glucose_Level": 87.82776411, + "Potassium_Level": 4.156123285, + "Sodium_Level": 144.9529386, + "Smoking_Pack_Years": 79.40227055 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.6230413, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.03578695, + "White_Blood_Cell_Count": 6.993971943, + "Platelet_Count": 223.4124462, + "Albumin_Level": 3.710455824, + "Alkaline_Phosphatase_Level": 74.31468815, + "Alanine_Aminotransferase_Level": 6.068572894, + "Aspartate_Aminotransferase_Level": 12.18975909, + "Creatinine_Level": 0.71637439, + "LDH_Level": 135.4056952, + "Calcium_Level": 10.48371222, + "Phosphorus_Level": 4.897507998, + "Glucose_Level": 91.57318276, + "Potassium_Level": 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109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.14097788, + "White_Blood_Cell_Count": 9.38591794, + "Platelet_Count": 340.9251258, + "Albumin_Level": 3.874384929, + "Alkaline_Phosphatase_Level": 70.27760141, + "Alanine_Aminotransferase_Level": 16.55625729, + "Aspartate_Aminotransferase_Level": 45.15457406, + "Creatinine_Level": 0.556615885, + "LDH_Level": 193.6555655, + "Calcium_Level": 9.704927098, + "Phosphorus_Level": 3.468158511, + "Glucose_Level": 76.99422626, + "Potassium_Level": 4.252363102, + "Sodium_Level": 136.894816, + "Smoking_Pack_Years": 12.59555064 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.93956896, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.02332697, + "White_Blood_Cell_Count": 8.949671669, + "Platelet_Count": 442.3351698, + "Albumin_Level": 3.818007037, + "Alkaline_Phosphatase_Level": 88.77672919, + "Alanine_Aminotransferase_Level": 33.8335962, + "Aspartate_Aminotransferase_Level": 19.44199848, + "Creatinine_Level": 0.805753619, + "LDH_Level": 142.0309274, + "Calcium_Level": 9.783282838, + "Phosphorus_Level": 4.517436217, + "Glucose_Level": 99.03866683, + "Potassium_Level": 4.638818059, + "Sodium_Level": 141.7830677, + "Smoking_Pack_Years": 28.62597044 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.19080616, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.38725613, + "White_Blood_Cell_Count": 3.649387516, + "Platelet_Count": 348.8560521, + "Albumin_Level": 3.763771578, + "Alkaline_Phosphatase_Level": 85.98078857, + "Alanine_Aminotransferase_Level": 8.54744103, + "Aspartate_Aminotransferase_Level": 33.94456987, + "Creatinine_Level": 1.21992196, + "LDH_Level": 171.3378341, + "Calcium_Level": 9.64825547, + "Phosphorus_Level": 4.574205628, + "Glucose_Level": 118.45943, + "Potassium_Level": 4.295534657, + "Sodium_Level": 135.7774738, + "Smoking_Pack_Years": 62.33959164 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 2.686341637, + "Glucose_Level": 149.5972716, + "Potassium_Level": 4.439324177, + "Sodium_Level": 138.3952906, + "Smoking_Pack_Years": 53.54181811 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.19865768, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.78289562, + "White_Blood_Cell_Count": 6.357908626, + "Platelet_Count": 342.2509027, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.61252671, + "White_Blood_Cell_Count": 9.239658001, + "Platelet_Count": 166.0010301, + "Albumin_Level": 4.890274255, + "Alkaline_Phosphatase_Level": 74.35452846, + "Alanine_Aminotransferase_Level": 12.59970717, + "Aspartate_Aminotransferase_Level": 33.71688969, + "Creatinine_Level": 0.547075085, + "LDH_Level": 132.5658495, + "Calcium_Level": 9.975463583, + "Phosphorus_Level": 4.173947739, + "Glucose_Level": 71.64808334, + "Potassium_Level": 4.316312771, + "Sodium_Level": 137.0170195, + "Smoking_Pack_Years": 18.04522265 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.63230273, + "White_Blood_Cell_Count": 5.497623566, + "Platelet_Count": 176.477373, + "Albumin_Level": 4.402564059, + "Alkaline_Phosphatase_Level": 63.35091749, + "Alanine_Aminotransferase_Level": 11.24120479, + "Aspartate_Aminotransferase_Level": 46.86698558, + "Creatinine_Level": 0.701423531, + "LDH_Level": 165.7736333, + "Calcium_Level": 9.209849139, + "Phosphorus_Level": 2.69757297, + "Glucose_Level": 122.0883669, + "Potassium_Level": 4.71025432, + "Sodium_Level": 141.1332324, + "Smoking_Pack_Years": 17.31952133 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.50842912, + "White_Blood_Cell_Count": 8.839194619, + "Platelet_Count": 254.9357584, + "Albumin_Level": 4.965102484, + "Alkaline_Phosphatase_Level": 96.54534359, + "Alanine_Aminotransferase_Level": 8.356436826, + "Aspartate_Aminotransferase_Level": 21.04797411, + "Creatinine_Level": 1.260019344, + "LDH_Level": 189.5142914, + "Calcium_Level": 10.32657134, + "Phosphorus_Level": 4.935244923, + "Glucose_Level": 124.4021292, + "Potassium_Level": 3.580019188, + "Sodium_Level": 138.8418455, + "Smoking_Pack_Years": 61.55976094 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.1770072, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.48128749, + "White_Blood_Cell_Count": 7.178185647, + "Platelet_Count": 416.8585483, + "Albumin_Level": 3.275920096, + "Alkaline_Phosphatase_Level": 49.80251479, + "Alanine_Aminotransferase_Level": 16.44567061, + "Aspartate_Aminotransferase_Level": 44.86231739, + "Creatinine_Level": 1.101395249, + "LDH_Level": 106.1809647, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.31996318, + "White_Blood_Cell_Count": 6.150993786, + "Platelet_Count": 265.6969537, + "Albumin_Level": 4.889458138, + "Alkaline_Phosphatase_Level": 45.80927023, + "Alanine_Aminotransferase_Level": 22.55589394, + "Aspartate_Aminotransferase_Level": 46.96952708, + "Creatinine_Level": 1.288536701, + "LDH_Level": 223.0427172, + "Calcium_Level": 9.406888063, + "Phosphorus_Level": 3.210984574, + "Glucose_Level": 106.7440328, + "Potassium_Level": 4.466189587, + "Sodium_Level": 139.5896873, + "Smoking_Pack_Years": 21.55672209 + }, + { + "Age": 70, + "Gender": 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128.5059519, + "Calcium_Level": 8.20558927, + "Phosphorus_Level": 3.481614613, + "Glucose_Level": 105.9895342, + "Potassium_Level": 3.838606711, + "Sodium_Level": 139.3699273, + "Smoking_Pack_Years": 23.12039592 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.59949691, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.11248667, + "White_Blood_Cell_Count": 4.330733347, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.19250763, + "White_Blood_Cell_Count": 9.117142324, + "Platelet_Count": 156.4235555, + "Albumin_Level": 4.275256697, + "Alkaline_Phosphatase_Level": 41.30704444, + "Alanine_Aminotransferase_Level": 38.30029951, + "Aspartate_Aminotransferase_Level": 31.89392608, + "Creatinine_Level": 1.318558749, + "LDH_Level": 175.8617577, + "Calcium_Level": 9.534922559, + "Phosphorus_Level": 3.382832867, + "Glucose_Level": 72.29161417, + "Potassium_Level": 3.917240184, + "Sodium_Level": 135.8897305, + "Smoking_Pack_Years": 98.74876847 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.88961996, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 12.63430965, + "Creatinine_Level": 0.791885664, + "LDH_Level": 184.4360043, + "Calcium_Level": 9.890237432, + "Phosphorus_Level": 4.272698856, + "Glucose_Level": 121.0767651, + "Potassium_Level": 3.532277186, + "Sodium_Level": 142.1834742, + "Smoking_Pack_Years": 19.76291932 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.77160176, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.14070546, + "White_Blood_Cell_Count": 6.501506641, + "Platelet_Count": 252.0861503, + "Albumin_Level": 4.665365334, + "Alkaline_Phosphatase_Level": 109.3910615, + "Alanine_Aminotransferase_Level": 21.40732385, + "Aspartate_Aminotransferase_Level": 20.897335, + "Creatinine_Level": 0.630616379, + "LDH_Level": 132.6884916, + "Calcium_Level": 9.16463919, + "Phosphorus_Level": 3.155362424, + "Glucose_Level": 126.2684196, + "Potassium_Level": 4.929728715, + "Sodium_Level": 141.6963467, + "Smoking_Pack_Years": 39.09392903 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.02159176, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.7368911, + "White_Blood_Cell_Count": 4.927448113, + "Platelet_Count": 176.808898, + "Albumin_Level": 4.845791717, + "Alkaline_Phosphatase_Level": 78.85311791, + "Alanine_Aminotransferase_Level": 6.031511475, + "Aspartate_Aminotransferase_Level": 17.44198833, + "Creatinine_Level": 0.999894146, + "LDH_Level": 192.0531049, + "Calcium_Level": 9.097041112, + "Phosphorus_Level": 3.926169463, + "Glucose_Level": 127.7755016, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.51035255, + "White_Blood_Cell_Count": 9.054197957, + "Platelet_Count": 259.4087212, + "Albumin_Level": 3.06652707, + "Alkaline_Phosphatase_Level": 64.1609722, + "Alanine_Aminotransferase_Level": 12.263472, + "Aspartate_Aminotransferase_Level": 31.37472005, + "Creatinine_Level": 0.764455895, + "LDH_Level": 144.7182482, + "Calcium_Level": 8.423354207, + "Phosphorus_Level": 3.633436094, + "Glucose_Level": 106.4883568, + "Potassium_Level": 4.722988992, + "Sodium_Level": 136.9930008, + "Smoking_Pack_Years": 88.63167787 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.15928255, + "Tumor_Location": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.21855095, + "White_Blood_Cell_Count": 8.309296617, + "Platelet_Count": 393.9709829, + "Albumin_Level": 3.79696962, + "Alkaline_Phosphatase_Level": 92.94836088, + "Alanine_Aminotransferase_Level": 27.82020866, + "Aspartate_Aminotransferase_Level": 19.20276858, + "Creatinine_Level": 1.244628376, + "LDH_Level": 183.0031347, + "Calcium_Level": 10.26245781, + "Phosphorus_Level": 4.704864791, + "Glucose_Level": 83.14742537, + "Potassium_Level": 3.730863969, + "Sodium_Level": 142.8523828, + "Smoking_Pack_Years": 85.18000435 + }, + { + "Age": 68, + "Gender": 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182.530769, + "Calcium_Level": 8.332558284, + "Phosphorus_Level": 3.393030662, + "Glucose_Level": 77.38008138, + "Potassium_Level": 3.919169412, + "Sodium_Level": 140.643502, + "Smoking_Pack_Years": 86.11524322 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.98263563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.44670613, + "White_Blood_Cell_Count": 4.236862331, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.04993521, + "White_Blood_Cell_Count": 3.657202076, + "Platelet_Count": 296.3670901, + "Albumin_Level": 4.621815369, + "Alkaline_Phosphatase_Level": 95.32702111, + "Alanine_Aminotransferase_Level": 13.21800905, + "Aspartate_Aminotransferase_Level": 39.97220782, + "Creatinine_Level": 0.69838688, + "LDH_Level": 211.0416583, + "Calcium_Level": 9.327984503, + "Phosphorus_Level": 4.13851941, + "Glucose_Level": 89.45289346, + "Potassium_Level": 4.458384405, + "Sodium_Level": 137.5758813, + "Smoking_Pack_Years": 41.7442239 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.64903035, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.39927158, + "White_Blood_Cell_Count": 7.640907132, + "Platelet_Count": 150.8499591, + "Albumin_Level": 4.003026233, + "Alkaline_Phosphatase_Level": 90.84541972, + "Alanine_Aminotransferase_Level": 5.474641244, + "Aspartate_Aminotransferase_Level": 19.27154087, + "Creatinine_Level": 0.79694018, + "LDH_Level": 108.2408249, + "Calcium_Level": 9.056897021, + "Phosphorus_Level": 3.709965807, + "Glucose_Level": 108.8862718, + "Potassium_Level": 4.939607212, + "Sodium_Level": 135.2592482, + "Smoking_Pack_Years": 5.169135256 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.64113006, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.10628772, + "White_Blood_Cell_Count": 6.314636179, + "Platelet_Count": 284.3496302, + "Albumin_Level": 4.296214012, + "Alkaline_Phosphatase_Level": 94.76068687, + "Alanine_Aminotransferase_Level": 37.55623051, + "Aspartate_Aminotransferase_Level": 32.62944477, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.37051951, + "White_Blood_Cell_Count": 7.836453812, + "Platelet_Count": 294.7592025, + "Albumin_Level": 4.604772821, + "Alkaline_Phosphatase_Level": 55.63225541, + "Alanine_Aminotransferase_Level": 11.26787552, + "Aspartate_Aminotransferase_Level": 47.9114613, + "Creatinine_Level": 1.216259782, + "LDH_Level": 115.6340325, + "Calcium_Level": 9.933094433, + "Phosphorus_Level": 4.790295216, + "Glucose_Level": 109.9438637, + "Potassium_Level": 3.666412828, + "Sodium_Level": 138.6309662, + "Smoking_Pack_Years": 37.36158336 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.66887979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, 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"Aspartate_Aminotransferase_Level": 45.35346794, + "Creatinine_Level": 1.322586825, + "LDH_Level": 166.2449114, + "Calcium_Level": 8.056018788, + "Phosphorus_Level": 2.591512787, + "Glucose_Level": 125.0992284, + "Potassium_Level": 4.957380142, + "Sodium_Level": 137.7791694, + "Smoking_Pack_Years": 92.91036501 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.30888631, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 87, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.60584327, + "White_Blood_Cell_Count": 9.054410527, + "Platelet_Count": 347.2514658, + "Albumin_Level": 4.503684603, + "Alkaline_Phosphatase_Level": 119.7017811, + "Alanine_Aminotransferase_Level": 8.871289581, + "Aspartate_Aminotransferase_Level": 12.22277201, + "Creatinine_Level": 1.449491021, + "LDH_Level": 170.4547377, + "Calcium_Level": 8.976688355, + "Phosphorus_Level": 3.831657204, + "Glucose_Level": 88.78733251, + "Potassium_Level": 4.308033039, + "Sodium_Level": 144.8090686, + "Smoking_Pack_Years": 55.95665302 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.34001882, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.14767783, + "White_Blood_Cell_Count": 8.949334382, + "Platelet_Count": 426.6467367, + "Albumin_Level": 3.111361964, + "Alkaline_Phosphatase_Level": 73.05151688, + "Alanine_Aminotransferase_Level": 8.733004795, + "Aspartate_Aminotransferase_Level": 12.31011382, + "Creatinine_Level": 0.867041154, + "LDH_Level": 123.8633536, + "Calcium_Level": 9.551158871, + "Phosphorus_Level": 3.05131344, + "Glucose_Level": 100.6617063, + "Potassium_Level": 4.997474103, + "Sodium_Level": 138.5544156, + "Smoking_Pack_Years": 70.00479896 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.23318841, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.46703242, + "White_Blood_Cell_Count": 9.886003929, + "Platelet_Count": 205.4156781, + "Albumin_Level": 4.05314618, + "Alkaline_Phosphatase_Level": 31.20577631, + "Alanine_Aminotransferase_Level": 28.80937213, + "Aspartate_Aminotransferase_Level": 34.13217264, + "Creatinine_Level": 0.625970201, + "LDH_Level": 230.76545, + "Calcium_Level": 9.573437751, + "Phosphorus_Level": 4.810089334, + "Glucose_Level": 88.53020146, + "Potassium_Level": 4.054681327, + "Sodium_Level": 142.074154, + "Smoking_Pack_Years": 92.81066468 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.81113576, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.4846096, + "White_Blood_Cell_Count": 8.02863944, + "Platelet_Count": 333.2760818, + "Albumin_Level": 4.918387759, + "Alkaline_Phosphatase_Level": 116.6988412, + "Alanine_Aminotransferase_Level": 5.615673706, + "Aspartate_Aminotransferase_Level": 44.66412918, + "Creatinine_Level": 1.099537678, + "LDH_Level": 198.5664746, + "Calcium_Level": 10.22781711, + "Phosphorus_Level": 3.167568383, + "Glucose_Level": 128.0318906, + "Potassium_Level": 3.918329484, + "Sodium_Level": 137.7178771, + "Smoking_Pack_Years": 17.07999454 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.28752856, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.31373983, + "White_Blood_Cell_Count": 4.655281627, + "Platelet_Count": 423.5268293, + "Albumin_Level": 4.712949344, + "Alkaline_Phosphatase_Level": 119.3920952, + "Alanine_Aminotransferase_Level": 33.05407252, + "Aspartate_Aminotransferase_Level": 48.98236698, + "Creatinine_Level": 1.188948516, + "LDH_Level": 157.3946067, + "Calcium_Level": 9.59852182, + "Phosphorus_Level": 2.723161678, + "Glucose_Level": 77.36544404, + "Potassium_Level": 4.728002017, + "Sodium_Level": 140.4550582, + "Smoking_Pack_Years": 9.509778583 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.87551142, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.57084195, + "White_Blood_Cell_Count": 8.394504742, + "Platelet_Count": 287.3881185, + "Albumin_Level": 4.563302594, + "Alkaline_Phosphatase_Level": 101.9312645, + "Alanine_Aminotransferase_Level": 8.499443614, + "Aspartate_Aminotransferase_Level": 31.8769023, + "Creatinine_Level": 1.030830766, + "LDH_Level": 115.5391686, + "Calcium_Level": 8.65552371, + "Phosphorus_Level": 2.637330761, + "Glucose_Level": 77.48803344, + "Potassium_Level": 4.696488928, + "Sodium_Level": 135.4193837, + "Smoking_Pack_Years": 48.12684047 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.19446135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.02394823, + "White_Blood_Cell_Count": 4.367791811, + "Platelet_Count": 271.8924637, + "Albumin_Level": 3.672531484, + "Alkaline_Phosphatase_Level": 86.03337728, + "Alanine_Aminotransferase_Level": 37.16764681, + "Aspartate_Aminotransferase_Level": 45.19607256, + "Creatinine_Level": 1.27338745, + "LDH_Level": 133.2330737, + "Calcium_Level": 10.17257324, + "Phosphorus_Level": 3.49967109, + "Glucose_Level": 92.79222916, + "Potassium_Level": 4.916637018, + "Sodium_Level": 140.9617143, + "Smoking_Pack_Years": 22.82352086 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.27684745, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.43166981, + "White_Blood_Cell_Count": 8.869565954, + "Platelet_Count": 345.1826082, + "Albumin_Level": 4.814587975, + "Alkaline_Phosphatase_Level": 75.40900718, + "Alanine_Aminotransferase_Level": 8.416757115, + "Aspartate_Aminotransferase_Level": 19.88365012, + "Creatinine_Level": 0.983675713, + "LDH_Level": 144.5556499, + "Calcium_Level": 8.402143227, + "Phosphorus_Level": 4.443982573, + "Glucose_Level": 138.8554158, + "Potassium_Level": 3.786089049, + "Sodium_Level": 139.185651, + "Smoking_Pack_Years": 76.29929603 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.44749841, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.11880844, + "White_Blood_Cell_Count": 8.673111945, + "Platelet_Count": 363.3894579, + "Albumin_Level": 4.726038466, + "Alkaline_Phosphatase_Level": 66.6363689, + "Alanine_Aminotransferase_Level": 38.56939549, + "Aspartate_Aminotransferase_Level": 17.43344007, + "Creatinine_Level": 1.335902048, + "LDH_Level": 134.1163864, + "Calcium_Level": 10.34422282, + "Phosphorus_Level": 4.502878844, + "Glucose_Level": 114.7091248, + "Potassium_Level": 3.860311757, + "Sodium_Level": 138.3991016, + "Smoking_Pack_Years": 18.10123735 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.97556343, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.2379549, + "White_Blood_Cell_Count": 7.588118938, + "Platelet_Count": 254.0133923, + "Albumin_Level": 3.114076997, + "Alkaline_Phosphatase_Level": 78.09094657, + "Alanine_Aminotransferase_Level": 27.73518486, + "Aspartate_Aminotransferase_Level": 21.01634759, + "Creatinine_Level": 1.369099161, + "LDH_Level": 176.8599134, + "Calcium_Level": 8.493431781, + "Phosphorus_Level": 3.423704257, + "Glucose_Level": 129.2847461, + "Potassium_Level": 4.160663582, + "Sodium_Level": 143.6823251, + "Smoking_Pack_Years": 36.49877713 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.62224548, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.95975509, + "White_Blood_Cell_Count": 5.88492956, + "Platelet_Count": 248.024702, + "Albumin_Level": 4.266024039, + "Alkaline_Phosphatase_Level": 44.19798896, + "Alanine_Aminotransferase_Level": 25.00025306, + "Aspartate_Aminotransferase_Level": 18.32466203, + "Creatinine_Level": 0.577862848, + "LDH_Level": 118.3202494, + "Calcium_Level": 9.435755258, + "Phosphorus_Level": 4.683396344, + "Glucose_Level": 145.7147199, + "Potassium_Level": 4.13404742, + "Sodium_Level": 141.941752, + "Smoking_Pack_Years": 66.32014851 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.56078941, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.55964807, + "White_Blood_Cell_Count": 5.274255456, + "Platelet_Count": 257.8600257, + "Albumin_Level": 3.781272801, + "Alkaline_Phosphatase_Level": 108.6346468, + "Alanine_Aminotransferase_Level": 22.1063195, + "Aspartate_Aminotransferase_Level": 13.22537389, + "Creatinine_Level": 1.355234416, + "LDH_Level": 200.4011462, + "Calcium_Level": 10.12766312, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 55.8993292, + "Alanine_Aminotransferase_Level": 12.68561952, + "Aspartate_Aminotransferase_Level": 20.35169063, + "Creatinine_Level": 1.255003198, + "LDH_Level": 215.7260272, + "Calcium_Level": 8.588929805, + "Phosphorus_Level": 4.055218163, + "Glucose_Level": 92.38051606, + "Potassium_Level": 4.065017088, + "Sodium_Level": 136.5784268, + "Smoking_Pack_Years": 9.600625706 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.43162593, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.21082803, + "White_Blood_Cell_Count": 3.502653588, + "Platelet_Count": 187.2993204, + "Albumin_Level": 3.341291703, + "Alkaline_Phosphatase_Level": 94.56912887, + "Alanine_Aminotransferase_Level": 26.03560814, + "Aspartate_Aminotransferase_Level": 19.0664276, + "Creatinine_Level": 1.449199854, + "LDH_Level": 127.6614896, + "Calcium_Level": 9.15828399, + "Phosphorus_Level": 4.146074083, + "Glucose_Level": 83.0792109, + "Potassium_Level": 3.923996129, + "Sodium_Level": 143.810983, + "Smoking_Pack_Years": 75.05978609 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": 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"Albumin_Level": 4.693404523, + "Alkaline_Phosphatase_Level": 115.9841423, + "Alanine_Aminotransferase_Level": 36.03966789, + "Aspartate_Aminotransferase_Level": 45.75069733, + "Creatinine_Level": 0.536880519, + "LDH_Level": 167.1977095, + "Calcium_Level": 8.455419569, + "Phosphorus_Level": 3.725533431, + "Glucose_Level": 86.56887912, + "Potassium_Level": 4.563356744, + "Sodium_Level": 140.820589, + "Smoking_Pack_Years": 4.56632475 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.30812182, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.75081707, + "White_Blood_Cell_Count": 5.646114753, + "Platelet_Count": 427.0201322, + "Albumin_Level": 4.594982549, + "Alkaline_Phosphatase_Level": 74.46064807, + "Alanine_Aminotransferase_Level": 17.7209032, + "Aspartate_Aminotransferase_Level": 22.92308793, + "Creatinine_Level": 0.746523045, + "LDH_Level": 221.3286185, + "Calcium_Level": 8.481290031, + "Phosphorus_Level": 3.157713664, + "Glucose_Level": 147.3616247, + "Potassium_Level": 4.283357678, + "Sodium_Level": 136.6552793, + "Smoking_Pack_Years": 32.98899402 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.92241004, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.52772413, + "White_Blood_Cell_Count": 6.729425086, + "Platelet_Count": 315.4068039, + "Albumin_Level": 3.912051252, + "Alkaline_Phosphatase_Level": 47.59529759, + "Alanine_Aminotransferase_Level": 20.67908276, + "Aspartate_Aminotransferase_Level": 39.00186705, + "Creatinine_Level": 1.458111767, + "LDH_Level": 138.5719318, + "Calcium_Level": 8.488176772, + "Phosphorus_Level": 2.92476008, + "Glucose_Level": 93.04264986, + "Potassium_Level": 3.521898769, + "Sodium_Level": 136.5772787, + "Smoking_Pack_Years": 30.21267785 + }, + { + "Age": 47, + "Gender": "Male", 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"LDH_Level": 206.5129666, + "Calcium_Level": 8.835473788, + "Phosphorus_Level": 3.023286049, + "Glucose_Level": 76.30035364, + "Potassium_Level": 4.263918117, + "Sodium_Level": 143.8288521, + "Smoking_Pack_Years": 67.74145721 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.01319236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.48686008, + "White_Blood_Cell_Count": 7.959916459, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.02936726, + "White_Blood_Cell_Count": 8.051727033, + "Platelet_Count": 427.4676713, + "Albumin_Level": 3.647226027, + "Alkaline_Phosphatase_Level": 81.92271163, + "Alanine_Aminotransferase_Level": 34.1215915, + "Aspartate_Aminotransferase_Level": 37.35441986, + "Creatinine_Level": 0.986227255, + "LDH_Level": 195.3813932, + "Calcium_Level": 8.503574264, + "Phosphorus_Level": 3.33398792, + "Glucose_Level": 73.30363513, + "Potassium_Level": 4.505020429, + "Sodium_Level": 141.7231552, + "Smoking_Pack_Years": 21.72579288 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.24693284, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.23793715, + "White_Blood_Cell_Count": 7.977248811, + "Platelet_Count": 397.0057981, + "Albumin_Level": 4.951504579, + "Alkaline_Phosphatase_Level": 88.32847646, + "Alanine_Aminotransferase_Level": 9.334113203, + "Aspartate_Aminotransferase_Level": 16.2617651, + "Creatinine_Level": 1.475854635, + "LDH_Level": 103.1702103, + "Calcium_Level": 8.514764532, + "Phosphorus_Level": 4.066745151, + "Glucose_Level": 119.9043547, + "Potassium_Level": 3.583214898, + "Sodium_Level": 136.4474246, + "Smoking_Pack_Years": 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"Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.16947276, + "White_Blood_Cell_Count": 4.322061396, + "Platelet_Count": 327.050035, + "Albumin_Level": 3.478520965, + "Alkaline_Phosphatase_Level": 54.25273294, + "Alanine_Aminotransferase_Level": 34.77308265, + "Aspartate_Aminotransferase_Level": 27.2191297, + "Creatinine_Level": 0.795463878, + "LDH_Level": 206.8379354, + "Calcium_Level": 8.526380732, + "Phosphorus_Level": 2.664019114, + "Glucose_Level": 74.00882467, + "Potassium_Level": 4.092623021, + "Sodium_Level": 141.3765626, + "Smoking_Pack_Years": 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"Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.58147776, + "White_Blood_Cell_Count": 9.958060621, + "Platelet_Count": 226.7433229, + "Albumin_Level": 3.373553781, + "Alkaline_Phosphatase_Level": 102.4828758, + "Alanine_Aminotransferase_Level": 23.06390234, + "Aspartate_Aminotransferase_Level": 36.10879358, + "Creatinine_Level": 0.591155315, + "LDH_Level": 140.495912, + "Calcium_Level": 9.824730448, + "Phosphorus_Level": 3.062058353, + "Glucose_Level": 73.56138268, + "Potassium_Level": 4.954898344, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 33.34183438, + "Creatinine_Level": 1.498535528, + "LDH_Level": 183.4167191, + "Calcium_Level": 8.139748083, + "Phosphorus_Level": 2.61719027, + "Glucose_Level": 79.44988071, + "Potassium_Level": 4.962363122, + "Sodium_Level": 142.1762522, + "Smoking_Pack_Years": 64.36550955 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.73078851, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 107, + 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.15442236, + "White_Blood_Cell_Count": 6.461713807, + "Platelet_Count": 257.8808141, + "Albumin_Level": 4.906946869, + "Alkaline_Phosphatase_Level": 112.0716446, + "Alanine_Aminotransferase_Level": 5.303315193, + "Aspartate_Aminotransferase_Level": 19.40251713, + "Creatinine_Level": 1.369326225, + "LDH_Level": 210.7919185, + "Calcium_Level": 10.46859336, + "Phosphorus_Level": 4.571054304, + "Glucose_Level": 112.4231966, + "Potassium_Level": 4.715643528, + "Sodium_Level": 137.5709601, + "Smoking_Pack_Years": 52.00051808 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.14104591, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 38.28218526, + "Aspartate_Aminotransferase_Level": 44.83530516, + "Creatinine_Level": 1.19974337, + "LDH_Level": 168.9863003, + "Calcium_Level": 10.24160169, + "Phosphorus_Level": 4.085627857, + "Glucose_Level": 83.41289313, + "Potassium_Level": 3.773540815, + "Sodium_Level": 138.5264097, + "Smoking_Pack_Years": 99.95482247 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.84471115, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.05402078, + "White_Blood_Cell_Count": 8.857966168, + "Platelet_Count": 189.5741202, + "Albumin_Level": 3.844552463, + "Alkaline_Phosphatase_Level": 95.32080684, + "Alanine_Aminotransferase_Level": 25.44265875, + "Aspartate_Aminotransferase_Level": 17.59515834, + "Creatinine_Level": 0.716438482, + "LDH_Level": 170.7753348, + "Calcium_Level": 9.938059007, + "Phosphorus_Level": 3.381177573, + "Glucose_Level": 129.8204682, + "Potassium_Level": 3.643321794, + "Sodium_Level": 138.1938131, + "Smoking_Pack_Years": 22.48647155 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.76899063, + "Tumor_Location": 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"Tumor_Size_mm": 56.83057756, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.61298908, + "White_Blood_Cell_Count": 3.533563018, + "Platelet_Count": 171.2250032, + "Albumin_Level": 4.335638852, + "Alkaline_Phosphatase_Level": 69.99474411, + "Alanine_Aminotransferase_Level": 26.47523739, + "Aspartate_Aminotransferase_Level": 29.00482172, + "Creatinine_Level": 0.802673508, + "LDH_Level": 199.1282676, + "Calcium_Level": 9.029151333, 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"Phosphorus_Level": 4.852741511, + "Glucose_Level": 89.06883256, + "Potassium_Level": 3.647896356, + "Sodium_Level": 139.8590035, + "Smoking_Pack_Years": 30.23949082 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.36807838, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.67549855, + "White_Blood_Cell_Count": 9.353815122, + "Platelet_Count": 238.8752448, + 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"Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.28298082, + "White_Blood_Cell_Count": 9.886712797, + "Platelet_Count": 373.022254, + "Albumin_Level": 3.238899166, + "Alkaline_Phosphatase_Level": 91.27168607, + "Alanine_Aminotransferase_Level": 28.80825561, + "Aspartate_Aminotransferase_Level": 48.18138723, + "Creatinine_Level": 1.296877971, + "LDH_Level": 109.3965935, + "Calcium_Level": 8.37900968, + "Phosphorus_Level": 2.542181422, + "Glucose_Level": 132.046832, + "Potassium_Level": 3.676779805, + "Sodium_Level": 135.4815524, + "Smoking_Pack_Years": 93.85573426 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.7571451, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.54254373, + "White_Blood_Cell_Count": 9.994462988, + "Platelet_Count": 203.9110577, + "Albumin_Level": 4.357145851, + "Alkaline_Phosphatase_Level": 34.68863264, + "Alanine_Aminotransferase_Level": 7.877286635, + "Aspartate_Aminotransferase_Level": 49.183422, + "Creatinine_Level": 0.540075344, + "LDH_Level": 170.0220179, + "Calcium_Level": 10.02590907, + "Phosphorus_Level": 4.704006036, + "Glucose_Level": 82.06496392, + "Potassium_Level": 4.37522985, + "Sodium_Level": 139.4881462, + "Smoking_Pack_Years": 97.80071537 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.81961104, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.94566601, + "White_Blood_Cell_Count": 8.105701291, + "Platelet_Count": 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147.2592338, + "Calcium_Level": 8.928519526, + "Phosphorus_Level": 3.035398043, + "Glucose_Level": 145.0715483, + "Potassium_Level": 4.835304951, + "Sodium_Level": 135.678108, + "Smoking_Pack_Years": 46.94919315 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.47096597, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.76365833, + "White_Blood_Cell_Count": 9.850439074, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.8857055, + "White_Blood_Cell_Count": 7.587779391, + "Platelet_Count": 414.4604633, + "Albumin_Level": 4.868363844, + "Alkaline_Phosphatase_Level": 119.9702864, + "Alanine_Aminotransferase_Level": 21.20324622, + "Aspartate_Aminotransferase_Level": 18.54202395, + "Creatinine_Level": 0.588111584, + "LDH_Level": 206.2264157, + "Calcium_Level": 10.39102986, + "Phosphorus_Level": 3.901625874, + "Glucose_Level": 103.6314028, + "Potassium_Level": 4.462172355, + "Sodium_Level": 137.5807977, + "Smoking_Pack_Years": 12.4227226 + }, + { + "Age": 73, + "Gender": "Male", 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.52438521, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.6558803, + "White_Blood_Cell_Count": 4.950402596, + "Platelet_Count": 290.7028114, + "Albumin_Level": 4.88358191, + "Alkaline_Phosphatase_Level": 98.41964363, + "Alanine_Aminotransferase_Level": 35.75519613, + "Aspartate_Aminotransferase_Level": 31.47493588, + "Creatinine_Level": 0.775165289, + "LDH_Level": 155.7119985, + 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416.4111286, + "Albumin_Level": 4.64119631, + "Alkaline_Phosphatase_Level": 107.4510892, + "Alanine_Aminotransferase_Level": 8.37964711, + "Aspartate_Aminotransferase_Level": 17.32434208, + "Creatinine_Level": 1.182097337, + "LDH_Level": 137.334182, + "Calcium_Level": 9.146354264, + "Phosphorus_Level": 2.900900575, + "Glucose_Level": 85.66086284, + "Potassium_Level": 4.985437188, + "Sodium_Level": 142.5021494, + "Smoking_Pack_Years": 66.85702529 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.33659233, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.49132765, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.14596793, + "White_Blood_Cell_Count": 7.81092735, + "Platelet_Count": 166.9308223, + "Albumin_Level": 3.843409493, + "Alkaline_Phosphatase_Level": 42.8872416, + "Alanine_Aminotransferase_Level": 19.57948034, + "Aspartate_Aminotransferase_Level": 35.5970703, + "Creatinine_Level": 1.308057614, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.00285372, + "White_Blood_Cell_Count": 4.689976549, + "Platelet_Count": 222.7789169, + "Albumin_Level": 4.43020227, + "Alkaline_Phosphatase_Level": 36.54264622, + "Alanine_Aminotransferase_Level": 19.0895663, + "Aspartate_Aminotransferase_Level": 15.38964564, + "Creatinine_Level": 1.059928769, + "LDH_Level": 149.7932572, + "Calcium_Level": 10.41073513, + "Phosphorus_Level": 3.443356042, + "Glucose_Level": 134.6138406, + "Potassium_Level": 3.617822399, + "Sodium_Level": 141.1592241, + "Smoking_Pack_Years": 49.55788123 + }, + { + "Age": 59, + "Gender": "Male", 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234.3557169, + "Calcium_Level": 8.163893485, + "Phosphorus_Level": 3.825562358, + "Glucose_Level": 142.7777658, + "Potassium_Level": 4.262506929, + "Sodium_Level": 144.9732551, + "Smoking_Pack_Years": 48.45113407 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.19117137, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.54269618, + "White_Blood_Cell_Count": 6.880598966, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.05686567, + "White_Blood_Cell_Count": 5.710500925, + "Platelet_Count": 343.1965179, + "Albumin_Level": 4.618340965, + "Alkaline_Phosphatase_Level": 48.99778514, + "Alanine_Aminotransferase_Level": 38.59490009, + "Aspartate_Aminotransferase_Level": 42.06486197, + "Creatinine_Level": 1.217164472, + "LDH_Level": 131.6385859, + "Calcium_Level": 8.032769996, + "Phosphorus_Level": 4.57783312, + "Glucose_Level": 74.05435812, + "Potassium_Level": 4.596297694, + "Sodium_Level": 135.2022955, + "Smoking_Pack_Years": 28.3626218 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.14360512, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.78972227, + "White_Blood_Cell_Count": 4.410590737, + "Platelet_Count": 436.6373999, + "Albumin_Level": 3.198475182, + "Alkaline_Phosphatase_Level": 67.42870985, + "Alanine_Aminotransferase_Level": 31.03601665, + "Aspartate_Aminotransferase_Level": 37.16883763, + "Creatinine_Level": 1.113375432, + "LDH_Level": 148.7959284, + "Calcium_Level": 9.593390888, + "Phosphorus_Level": 4.761451491, + "Glucose_Level": 105.7478122, + "Potassium_Level": 4.339479899, + "Sodium_Level": 144.7396869, + "Smoking_Pack_Years": 41.80019737 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.89543611, + "White_Blood_Cell_Count": 7.081037028, + "Platelet_Count": 437.6456993, + "Albumin_Level": 4.269590834, + "Alkaline_Phosphatase_Level": 84.80008517, + "Alanine_Aminotransferase_Level": 21.86987209, + "Aspartate_Aminotransferase_Level": 39.75235418, + "Creatinine_Level": 0.542493558, + "LDH_Level": 125.1830547, + "Calcium_Level": 9.054333405, + "Phosphorus_Level": 4.713955456, + "Glucose_Level": 89.08739248, + "Potassium_Level": 4.789837507, + "Sodium_Level": 142.25719, + "Smoking_Pack_Years": 5.479303239 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.39311782, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.8532505, + "White_Blood_Cell_Count": 5.418585699, + "Platelet_Count": 382.0112482, + "Albumin_Level": 4.762288483, + "Alkaline_Phosphatase_Level": 117.8685455, + "Alanine_Aminotransferase_Level": 28.75372865, + "Aspartate_Aminotransferase_Level": 27.48056132, + "Creatinine_Level": 1.092996126, + "LDH_Level": 192.6154755, + "Calcium_Level": 10.19572383, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.51341939, + "White_Blood_Cell_Count": 7.05401772, + "Platelet_Count": 364.3529032, + "Albumin_Level": 4.220468352, + "Alkaline_Phosphatase_Level": 39.4869232, + "Alanine_Aminotransferase_Level": 20.92346692, + "Aspartate_Aminotransferase_Level": 10.90441024, + "Creatinine_Level": 0.989660941, + "LDH_Level": 207.019557, + "Calcium_Level": 10.00572774, + "Phosphorus_Level": 4.559594735, + "Glucose_Level": 119.5698207, + "Potassium_Level": 3.715913724, + "Sodium_Level": 136.0722355, + "Smoking_Pack_Years": 28.17269126 + }, + { + "Age": 59, + "Gender": "Male", 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150.055963, + "Calcium_Level": 8.7404372, + "Phosphorus_Level": 4.671572285, + "Glucose_Level": 97.83286142, + "Potassium_Level": 4.56613092, + "Sodium_Level": 141.9997949, + "Smoking_Pack_Years": 30.23964761 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.07534095, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.95397774, + "White_Blood_Cell_Count": 8.369429208, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.40615421, + "White_Blood_Cell_Count": 5.11125492, + "Platelet_Count": 311.5865953, + "Albumin_Level": 3.767633891, + "Alkaline_Phosphatase_Level": 31.78606254, + "Alanine_Aminotransferase_Level": 11.77052777, + "Aspartate_Aminotransferase_Level": 49.00194422, + "Creatinine_Level": 0.941499343, + "LDH_Level": 142.6818786, + "Calcium_Level": 10.31569103, + "Phosphorus_Level": 4.254747365, + "Glucose_Level": 74.27826391, + "Potassium_Level": 4.242552801, + "Sodium_Level": 139.2308935, + "Smoking_Pack_Years": 5.065174551 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.7079472, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", 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{ + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.25945003, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.30747785, + "White_Blood_Cell_Count": 7.129502426, + "Platelet_Count": 262.6927824, + "Albumin_Level": 4.282030425, + "Alkaline_Phosphatase_Level": 79.75954874, + "Alanine_Aminotransferase_Level": 37.62144109, + "Aspartate_Aminotransferase_Level": 44.19545421, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.51062841, + "White_Blood_Cell_Count": 8.601285035, + "Platelet_Count": 423.8942244, + "Albumin_Level": 4.712201241, + "Alkaline_Phosphatase_Level": 92.0313048, + "Alanine_Aminotransferase_Level": 38.42581094, + "Aspartate_Aminotransferase_Level": 39.07697432, + "Creatinine_Level": 1.268777073, + "LDH_Level": 240.7527636, + "Calcium_Level": 9.998800664, + "Phosphorus_Level": 4.541105945, + "Glucose_Level": 99.99850061, + "Potassium_Level": 4.43919911, + "Sodium_Level": 141.101291, + "Smoking_Pack_Years": 7.470433842 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.04786825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.41761821, + "White_Blood_Cell_Count": 8.781626892, + "Platelet_Count": 249.4807746, + "Albumin_Level": 3.508491427, + "Alkaline_Phosphatase_Level": 98.76214474, + "Alanine_Aminotransferase_Level": 21.40103049, + "Aspartate_Aminotransferase_Level": 47.55862873, + "Creatinine_Level": 0.71380462, + "LDH_Level": 238.8680431, + "Calcium_Level": 8.544375264, + "Phosphorus_Level": 4.882326898, + "Glucose_Level": 131.7706507, + "Potassium_Level": 4.459239147, + "Sodium_Level": 136.5317265, + "Smoking_Pack_Years": 54.03677917 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.13590346, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.40148892, + "White_Blood_Cell_Count": 9.926970966, + "Platelet_Count": 195.3325113, + "Albumin_Level": 4.24829849, + "Alkaline_Phosphatase_Level": 68.20075856, + "Alanine_Aminotransferase_Level": 37.65570102, + "Aspartate_Aminotransferase_Level": 28.87370239, + "Creatinine_Level": 1.083517694, + "LDH_Level": 121.6274127, + "Calcium_Level": 8.750733201, + "Phosphorus_Level": 3.233867595, + "Glucose_Level": 80.25915716, + "Potassium_Level": 4.626313981, + "Sodium_Level": 139.8606416, + "Smoking_Pack_Years": 57.31553806 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.36469261, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.80175506, + "White_Blood_Cell_Count": 5.510946548, + "Platelet_Count": 211.3232438, + "Albumin_Level": 3.469656935, + "Alkaline_Phosphatase_Level": 77.17073174, + "Alanine_Aminotransferase_Level": 17.91918924, + "Aspartate_Aminotransferase_Level": 28.47266064, + "Creatinine_Level": 1.327531324, + "LDH_Level": 153.7768544, + "Calcium_Level": 8.365738187, + "Phosphorus_Level": 4.745631558, + "Glucose_Level": 71.98109438, + "Potassium_Level": 4.626538634, + "Sodium_Level": 135.1856161, + "Smoking_Pack_Years": 57.07408051 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.62970467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.84182534, + "White_Blood_Cell_Count": 3.632492767, + "Platelet_Count": 267.6302884, + "Albumin_Level": 3.900115448, + "Alkaline_Phosphatase_Level": 113.0291529, + "Alanine_Aminotransferase_Level": 39.20076308, + "Aspartate_Aminotransferase_Level": 48.28685698, + "Creatinine_Level": 1.243388577, + "LDH_Level": 189.7772362, + "Calcium_Level": 8.411263255, + "Phosphorus_Level": 4.305196448, + "Glucose_Level": 125.7228446, + "Potassium_Level": 4.211205791, + "Sodium_Level": 142.9513516, + "Smoking_Pack_Years": 28.62080557 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.05698239, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.62524079, + "White_Blood_Cell_Count": 6.19769321, + "Platelet_Count": 266.0230029, + "Albumin_Level": 3.45917077, + "Alkaline_Phosphatase_Level": 87.80553957, + "Alanine_Aminotransferase_Level": 17.34575166, + "Aspartate_Aminotransferase_Level": 33.9784264, + "Creatinine_Level": 0.593548287, + "LDH_Level": 217.7378975, + "Calcium_Level": 10.16218704, + "Phosphorus_Level": 2.96547867, + "Glucose_Level": 71.70391155, + "Potassium_Level": 4.318625637, + "Sodium_Level": 139.8366998, + "Smoking_Pack_Years": 23.15060464 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.87921274, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.41795685, + "White_Blood_Cell_Count": 6.923013373, + "Platelet_Count": 217.3164814, + "Albumin_Level": 3.435031695, + "Alkaline_Phosphatase_Level": 112.3366106, + "Alanine_Aminotransferase_Level": 26.10026381, + "Aspartate_Aminotransferase_Level": 30.99564231, + "Creatinine_Level": 0.882329003, + "LDH_Level": 234.2144645, + "Calcium_Level": 8.518714881, + "Phosphorus_Level": 4.691550041, + "Glucose_Level": 121.7785272, + "Potassium_Level": 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5.923358106, + "Aspartate_Aminotransferase_Level": 48.92382702, + "Creatinine_Level": 0.52763209, + "LDH_Level": 128.6670248, + "Calcium_Level": 8.524994918, + "Phosphorus_Level": 4.57430558, + "Glucose_Level": 101.3652482, + "Potassium_Level": 3.798432897, + "Sodium_Level": 139.9377482, + "Smoking_Pack_Years": 7.098012643 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.95506068, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.25421242, + "White_Blood_Cell_Count": 5.263500852, + "Platelet_Count": 376.0052033, + "Albumin_Level": 3.46398275, + "Alkaline_Phosphatase_Level": 67.95104158, + "Alanine_Aminotransferase_Level": 9.9270685, + "Aspartate_Aminotransferase_Level": 33.25143515, + "Creatinine_Level": 0.860612511, + "LDH_Level": 191.2293586, + "Calcium_Level": 8.601201833, + "Phosphorus_Level": 3.411678797, + "Glucose_Level": 110.5043244, + "Potassium_Level": 4.423838726, + "Sodium_Level": 140.2519655, + "Smoking_Pack_Years": 89.37030579 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.58971264, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.22434903, + "White_Blood_Cell_Count": 7.635286239, + "Platelet_Count": 439.8231844, + "Albumin_Level": 3.13300017, + "Alkaline_Phosphatase_Level": 66.55313342, + "Alanine_Aminotransferase_Level": 13.02329525, + "Aspartate_Aminotransferase_Level": 22.60283049, + "Creatinine_Level": 1.307933846, + "LDH_Level": 147.5757695, + "Calcium_Level": 8.102912539, + "Phosphorus_Level": 4.959471646, + "Glucose_Level": 117.3515729, + "Potassium_Level": 3.976455276, + "Sodium_Level": 136.2223861, + "Smoking_Pack_Years": 67.16989551 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.40625848, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.13018136, + "White_Blood_Cell_Count": 7.732872152, + "Platelet_Count": 417.6291142, + "Albumin_Level": 4.004234926, + "Alkaline_Phosphatase_Level": 46.47033002, + "Alanine_Aminotransferase_Level": 31.36021339, + "Aspartate_Aminotransferase_Level": 31.44220409, + "Creatinine_Level": 0.708832278, + "LDH_Level": 205.342614, + "Calcium_Level": 9.710482577, + "Phosphorus_Level": 4.447197336, + "Glucose_Level": 120.841727, + "Potassium_Level": 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22.73186461, + "Aspartate_Aminotransferase_Level": 18.17923504, + "Creatinine_Level": 0.746779742, + "LDH_Level": 198.6853497, + "Calcium_Level": 10.33993965, + "Phosphorus_Level": 2.955932172, + "Glucose_Level": 82.92084548, + "Potassium_Level": 4.399962931, + "Sodium_Level": 139.230116, + "Smoking_Pack_Years": 68.07883953 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.44442178, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.86623802, + "White_Blood_Cell_Count": 4.032129618, + "Platelet_Count": 380.6888241, + "Albumin_Level": 3.437851067, + "Alkaline_Phosphatase_Level": 46.77480659, + "Alanine_Aminotransferase_Level": 32.65456778, + "Aspartate_Aminotransferase_Level": 38.86128414, + "Creatinine_Level": 1.149765831, + "LDH_Level": 127.5458719, + "Calcium_Level": 8.829115664, + "Phosphorus_Level": 4.151849979, + "Glucose_Level": 94.84169778, + "Potassium_Level": 4.130929148, + "Sodium_Level": 140.5026344, + "Smoking_Pack_Years": 25.8436212 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.31102213, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.6721575, + "White_Blood_Cell_Count": 8.11558008, + "Platelet_Count": 274.7669695, + "Albumin_Level": 4.457264569, + "Alkaline_Phosphatase_Level": 35.91433545, + "Alanine_Aminotransferase_Level": 5.176106255, + "Aspartate_Aminotransferase_Level": 40.17307797, + "Creatinine_Level": 1.198209547, + "LDH_Level": 126.92122, + "Calcium_Level": 8.935794704, + "Phosphorus_Level": 3.89133244, + "Glucose_Level": 105.805214, + "Potassium_Level": 3.904427215, + "Sodium_Level": 141.7128669, + "Smoking_Pack_Years": 22.19214701 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.38555938, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.12257808, + "White_Blood_Cell_Count": 9.046513792, + "Platelet_Count": 324.0191189, + "Albumin_Level": 4.259495926, + "Alkaline_Phosphatase_Level": 43.71575124, + "Alanine_Aminotransferase_Level": 10.16337988, + "Aspartate_Aminotransferase_Level": 20.10746461, + "Creatinine_Level": 0.542737748, + "LDH_Level": 178.787747, + "Calcium_Level": 8.024700584, + "Phosphorus_Level": 3.655465088, + "Glucose_Level": 136.5286073, + "Potassium_Level": 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11.38581358, + "Aspartate_Aminotransferase_Level": 41.68252518, + "Creatinine_Level": 1.432784089, + "LDH_Level": 234.4477812, + "Calcium_Level": 9.907402747, + "Phosphorus_Level": 3.280206713, + "Glucose_Level": 120.5651642, + "Potassium_Level": 4.362807295, + "Sodium_Level": 139.3817137, + "Smoking_Pack_Years": 28.14164334 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.54218701, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.1350667, + "White_Blood_Cell_Count": 6.882659755, + "Platelet_Count": 448.7104344, + "Albumin_Level": 4.530740942, + "Alkaline_Phosphatase_Level": 112.0837637, + "Alanine_Aminotransferase_Level": 23.89220218, + "Aspartate_Aminotransferase_Level": 27.10548046, + "Creatinine_Level": 1.135230277, + "LDH_Level": 118.9032282, + "Calcium_Level": 9.109729061, + "Phosphorus_Level": 2.67668035, + "Glucose_Level": 108.1871221, + "Potassium_Level": 4.516347382, + "Sodium_Level": 137.6710267, + "Smoking_Pack_Years": 20.07547643 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.0062199, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.36401206, + "White_Blood_Cell_Count": 8.96924426, + "Platelet_Count": 373.6293873, + "Albumin_Level": 3.852758785, + "Alkaline_Phosphatase_Level": 107.1753399, + "Alanine_Aminotransferase_Level": 13.76832796, + "Aspartate_Aminotransferase_Level": 30.67463457, + "Creatinine_Level": 1.060549402, + "LDH_Level": 146.5283426, + "Calcium_Level": 8.114974235, + "Phosphorus_Level": 3.04542804, + "Glucose_Level": 102.5177443, + "Potassium_Level": 4.68838784, + "Sodium_Level": 138.2322297, + "Smoking_Pack_Years": 7.157116627 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.7855512, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.76509822, + "White_Blood_Cell_Count": 9.149928287, + "Platelet_Count": 216.9130577, + "Albumin_Level": 4.819824873, + "Alkaline_Phosphatase_Level": 78.29468263, + "Alanine_Aminotransferase_Level": 10.18919258, + "Aspartate_Aminotransferase_Level": 39.34939615, + "Creatinine_Level": 0.629922167, + "LDH_Level": 159.5633033, + "Calcium_Level": 10.46854194, + "Phosphorus_Level": 4.125484596, + "Glucose_Level": 82.30529516, + "Potassium_Level": 4.146493538, + "Sodium_Level": 137.3090846, + "Smoking_Pack_Years": 51.38830771 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.72953376, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.49327728, + "White_Blood_Cell_Count": 7.038311123, + "Platelet_Count": 168.1740014, + "Albumin_Level": 3.976320377, + "Alkaline_Phosphatase_Level": 34.78650244, + "Alanine_Aminotransferase_Level": 25.10290384, + "Aspartate_Aminotransferase_Level": 21.40270036, + "Creatinine_Level": 1.352354523, + "LDH_Level": 114.5038814, + "Calcium_Level": 10.34612606, + "Phosphorus_Level": 4.343859337, + "Glucose_Level": 94.14592436, + "Potassium_Level": 3.755958702, + "Sodium_Level": 138.0597062, + "Smoking_Pack_Years": 41.58453176 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.49996006, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.60985478, + "White_Blood_Cell_Count": 6.434923025, + "Platelet_Count": 235.1119248, + "Albumin_Level": 3.169846541, + "Alkaline_Phosphatase_Level": 30.09844542, + "Alanine_Aminotransferase_Level": 35.40345842, + "Aspartate_Aminotransferase_Level": 38.00457483, + "Creatinine_Level": 0.833532145, + "LDH_Level": 154.6978403, + "Calcium_Level": 8.310025446, + "Phosphorus_Level": 4.319462441, + "Glucose_Level": 134.9084013, + "Potassium_Level": 4.434108232, + "Sodium_Level": 140.7430673, + "Smoking_Pack_Years": 80.26246924 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.6865613, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.62308973, + "White_Blood_Cell_Count": 9.609239769, + "Platelet_Count": 412.6641348, + "Albumin_Level": 4.842723841, + "Alkaline_Phosphatase_Level": 57.06657871, + "Alanine_Aminotransferase_Level": 9.887362651, + "Aspartate_Aminotransferase_Level": 32.25729445, + "Creatinine_Level": 0.872552034, + "LDH_Level": 111.5434412, + "Calcium_Level": 9.806919748, + "Phosphorus_Level": 3.685686609, + "Glucose_Level": 87.62002009, + "Potassium_Level": 4.010189141, + "Sodium_Level": 139.2286573, + "Smoking_Pack_Years": 3.191007911 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.31486467, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.22269807, + "White_Blood_Cell_Count": 5.133338682, + "Platelet_Count": 436.6460983, + "Albumin_Level": 3.910043812, + "Alkaline_Phosphatase_Level": 37.34956822, + "Alanine_Aminotransferase_Level": 26.77069512, + "Aspartate_Aminotransferase_Level": 45.76176943, + "Creatinine_Level": 0.799254547, + "LDH_Level": 148.6978507, + "Calcium_Level": 8.563157559, + "Phosphorus_Level": 3.661338311, + "Glucose_Level": 129.0097157, + "Potassium_Level": 3.963423295, + "Sodium_Level": 140.7437901, + "Smoking_Pack_Years": 54.03735381 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.85235399, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 93, + 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+ "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.14058177, + "White_Blood_Cell_Count": 4.232351844, + "Platelet_Count": 256.6890141, + "Albumin_Level": 3.242854676, + "Alkaline_Phosphatase_Level": 98.16998604, + "Alanine_Aminotransferase_Level": 6.462491638, + "Aspartate_Aminotransferase_Level": 44.16562444, + "Creatinine_Level": 1.363033414, + "LDH_Level": 181.6897977, + "Calcium_Level": 10.0189117, + "Phosphorus_Level": 3.028779285, + "Glucose_Level": 112.2265764, + "Potassium_Level": 4.116949193, + "Sodium_Level": 141.5721228, + "Smoking_Pack_Years": 66.77258731 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.3768899, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.69176514, + "White_Blood_Cell_Count": 8.252273003, + "Platelet_Count": 155.5183051, + "Albumin_Level": 4.635595107, + "Alkaline_Phosphatase_Level": 58.84785179, + "Alanine_Aminotransferase_Level": 14.63413241, + "Aspartate_Aminotransferase_Level": 35.3368891, + "Creatinine_Level": 0.849065571, + "LDH_Level": 180.9436538, + "Calcium_Level": 9.717446498, + "Phosphorus_Level": 3.727987633, + "Glucose_Level": 113.5441929, + "Potassium_Level": 4.913146871, 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"Aspartate_Aminotransferase_Level": 43.61458804, + "Creatinine_Level": 0.965010244, + "LDH_Level": 243.8213364, + "Calcium_Level": 8.666469543, + "Phosphorus_Level": 4.759776962, + "Glucose_Level": 84.48987568, + "Potassium_Level": 4.235429942, + "Sodium_Level": 136.7343956, + "Smoking_Pack_Years": 38.20270731 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.09756116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.79051702, + "White_Blood_Cell_Count": 3.794492948, + "Platelet_Count": 264.3820526, + "Albumin_Level": 4.845486236, + "Alkaline_Phosphatase_Level": 74.52780152, + "Alanine_Aminotransferase_Level": 12.26831391, + "Aspartate_Aminotransferase_Level": 15.6801352, + "Creatinine_Level": 0.765427295, + "LDH_Level": 198.7720502, + "Calcium_Level": 8.339685351, + "Phosphorus_Level": 3.14074158, + "Glucose_Level": 81.13096884, + "Potassium_Level": 4.033340873, + "Sodium_Level": 138.243017, + "Smoking_Pack_Years": 54.32933323 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.75735637, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.49449295, + "White_Blood_Cell_Count": 6.729077043, + "Platelet_Count": 434.2354791, + "Albumin_Level": 4.619767022, + "Alkaline_Phosphatase_Level": 117.5174472, + "Alanine_Aminotransferase_Level": 17.53479797, + "Aspartate_Aminotransferase_Level": 13.78666769, + "Creatinine_Level": 1.424009641, + "LDH_Level": 162.4123141, + "Calcium_Level": 8.791946952, + "Phosphorus_Level": 3.223673857, + "Glucose_Level": 100.1133981, + "Potassium_Level": 3.949919373, + "Sodium_Level": 140.3978947, + "Smoking_Pack_Years": 82.25843259 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.13024441, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.69544051, + "White_Blood_Cell_Count": 6.267270712, + "Platelet_Count": 237.8968041, + "Albumin_Level": 4.165294768, + "Alkaline_Phosphatase_Level": 43.17821718, + "Alanine_Aminotransferase_Level": 35.77286075, + "Aspartate_Aminotransferase_Level": 34.54450203, + "Creatinine_Level": 1.193392784, + "LDH_Level": 167.3909333, + "Calcium_Level": 8.766788692, + "Phosphorus_Level": 2.858874234, + "Glucose_Level": 131.607886, + "Potassium_Level": 4.54422491, + "Sodium_Level": 139.3479244, + "Smoking_Pack_Years": 9.933363705 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.52525061, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.44645937, + "White_Blood_Cell_Count": 6.958247564, + "Platelet_Count": 208.4761739, + "Albumin_Level": 3.287642675, + "Alkaline_Phosphatase_Level": 74.32168759, + "Alanine_Aminotransferase_Level": 32.75551485, + "Aspartate_Aminotransferase_Level": 11.81164983, + "Creatinine_Level": 1.172260206, + "LDH_Level": 146.74027, + "Calcium_Level": 8.235714866, + "Phosphorus_Level": 4.201942803, + "Glucose_Level": 128.5846199, + "Potassium_Level": 3.832306417, + "Sodium_Level": 140.1267114, + "Smoking_Pack_Years": 53.45912176 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.27792136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.49264097, + "White_Blood_Cell_Count": 9.925532508, + "Platelet_Count": 302.0881629, + "Albumin_Level": 4.05595363, + "Alkaline_Phosphatase_Level": 96.27518291, + "Alanine_Aminotransferase_Level": 26.00490645, + "Aspartate_Aminotransferase_Level": 25.37724436, + "Creatinine_Level": 1.385033578, + "LDH_Level": 224.2399182, + "Calcium_Level": 9.097383275, + "Phosphorus_Level": 3.462160203, + "Glucose_Level": 137.932746, + "Potassium_Level": 3.567915096, + "Sodium_Level": 142.3507139, + "Smoking_Pack_Years": 42.93368779 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.5788028, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.23913144, + "White_Blood_Cell_Count": 8.8741251, + "Platelet_Count": 170.8113412, + "Albumin_Level": 4.943612846, + "Alkaline_Phosphatase_Level": 91.95806438, + "Alanine_Aminotransferase_Level": 22.14591943, + "Aspartate_Aminotransferase_Level": 17.70969784, + "Creatinine_Level": 1.138606251, + "LDH_Level": 243.5230051, + "Calcium_Level": 9.334290101, + "Phosphorus_Level": 2.543822054, + "Glucose_Level": 110.6074812, + "Potassium_Level": 4.891456809, + "Sodium_Level": 135.0195542, + "Smoking_Pack_Years": 56.30011725 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.23586185, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.97075639, + "White_Blood_Cell_Count": 3.774408344, + "Platelet_Count": 441.7912805, + "Albumin_Level": 3.382697281, + "Alkaline_Phosphatase_Level": 63.94360635, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.32635151, + "White_Blood_Cell_Count": 8.564767873, + "Platelet_Count": 287.1083864, + "Albumin_Level": 4.685403595, + "Alkaline_Phosphatase_Level": 71.56517714, + "Alanine_Aminotransferase_Level": 36.47328837, + "Aspartate_Aminotransferase_Level": 11.44481902, + "Creatinine_Level": 0.704068891, + "LDH_Level": 245.3579295, + "Calcium_Level": 9.674239789, + "Phosphorus_Level": 2.711795181, + "Glucose_Level": 110.2214785, + "Potassium_Level": 4.023801475, + "Sodium_Level": 139.1661066, + "Smoking_Pack_Years": 47.98892552 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.28228379, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 30.03597186, + "Aspartate_Aminotransferase_Level": 19.07953787, + "Creatinine_Level": 1.102403029, + "LDH_Level": 159.3582645, + "Calcium_Level": 8.680026462, + "Phosphorus_Level": 2.519450365, + "Glucose_Level": 114.2608897, + "Potassium_Level": 3.830570253, + "Sodium_Level": 143.8486287, + "Smoking_Pack_Years": 61.13672612 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.11240176, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.68302477, + "White_Blood_Cell_Count": 7.023320089, + "Platelet_Count": 165.1763547, + "Albumin_Level": 4.407927781, + "Alkaline_Phosphatase_Level": 118.6862473, + "Alanine_Aminotransferase_Level": 14.02445448, + "Aspartate_Aminotransferase_Level": 43.71627361, + "Creatinine_Level": 0.592045054, + "LDH_Level": 144.788717, + "Calcium_Level": 8.246443196, + "Phosphorus_Level": 2.887726421, + "Glucose_Level": 108.102539, + "Potassium_Level": 3.786448813, + "Sodium_Level": 144.4984839, + "Smoking_Pack_Years": 30.53420758 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.76247723, + "Tumor_Location": 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"Glucose_Level": 97.5857775, + "Potassium_Level": 3.567486681, + "Sodium_Level": 137.4882624, + "Smoking_Pack_Years": 69.06014127 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.62513331, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.82183834, + "White_Blood_Cell_Count": 7.187178489, + "Platelet_Count": 320.0830359, + "Albumin_Level": 3.383304605, + "Alkaline_Phosphatase_Level": 74.72970059, + "Alanine_Aminotransferase_Level": 12.78391112, + "Aspartate_Aminotransferase_Level": 34.93415898, + "Creatinine_Level": 1.28756652, + "LDH_Level": 185.3246075, + "Calcium_Level": 10.00170974, + "Phosphorus_Level": 3.727923202, + "Glucose_Level": 91.85703671, + "Potassium_Level": 4.041905039, + "Sodium_Level": 139.9807267, + "Smoking_Pack_Years": 38.84702946 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.32573809, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Former Smoker", + "Tumor_Size_mm": 25.90978937, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.8996763, + "White_Blood_Cell_Count": 9.646451081, + "Platelet_Count": 158.313029, + "Albumin_Level": 4.260399138, + "Alkaline_Phosphatase_Level": 38.77666437, + "Alanine_Aminotransferase_Level": 15.13989595, + "Aspartate_Aminotransferase_Level": 33.90964163, + "Creatinine_Level": 1.035492417, + "LDH_Level": 239.8778965, + "Calcium_Level": 10.36316195, + "Phosphorus_Level": 3.268624653, + "Glucose_Level": 89.77385304, + "Potassium_Level": 3.671049209, + "Sodium_Level": 141.3269214, + "Smoking_Pack_Years": 98.12356131 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.91590191, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.9176244, + "White_Blood_Cell_Count": 6.119984869, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.41923107, + "White_Blood_Cell_Count": 7.712477151, + "Platelet_Count": 415.3827777, + "Albumin_Level": 3.185673775, + "Alkaline_Phosphatase_Level": 52.23901202, + "Alanine_Aminotransferase_Level": 30.6091509, + "Aspartate_Aminotransferase_Level": 10.77930439, + "Creatinine_Level": 0.833786269, + "LDH_Level": 102.3401204, + "Calcium_Level": 10.38462457, + "Phosphorus_Level": 3.583250094, + "Glucose_Level": 131.4910376, + "Potassium_Level": 4.843907051, + "Sodium_Level": 138.4875668, + "Smoking_Pack_Years": 43.02451734 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.31045111, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.90904395, + "White_Blood_Cell_Count": 5.669628138, + "Platelet_Count": 349.771626, + "Albumin_Level": 4.413609063, + "Alkaline_Phosphatase_Level": 45.98816497, + "Alanine_Aminotransferase_Level": 6.30707827, + "Aspartate_Aminotransferase_Level": 19.72531501, + "Creatinine_Level": 1.028618571, + "LDH_Level": 177.2876816, + "Calcium_Level": 9.411197479, + "Phosphorus_Level": 3.78141736, + "Glucose_Level": 140.8362798, + "Potassium_Level": 4.579756381, + "Sodium_Level": 139.5590698, + "Smoking_Pack_Years": 29.93993828 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.50939423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.86124831, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.79269317, + "White_Blood_Cell_Count": 7.302900532, + "Platelet_Count": 240.0094511, + "Albumin_Level": 3.1583915, + "Alkaline_Phosphatase_Level": 99.90486479, + "Alanine_Aminotransferase_Level": 30.44112753, + "Aspartate_Aminotransferase_Level": 32.11815852, + "Creatinine_Level": 0.809812764, + "LDH_Level": 135.3198926, + "Calcium_Level": 8.577909008, + "Phosphorus_Level": 3.242116886, + "Glucose_Level": 140.3984161, + "Potassium_Level": 4.317991863, + "Sodium_Level": 143.3188133, + "Smoking_Pack_Years": 82.76163245 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.73281515, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.27937541, + "White_Blood_Cell_Count": 8.160781368, + "Platelet_Count": 163.8891689, + "Albumin_Level": 3.003659566, + "Alkaline_Phosphatase_Level": 51.41364085, + "Alanine_Aminotransferase_Level": 16.80619621, + "Aspartate_Aminotransferase_Level": 11.12276908, + "Creatinine_Level": 0.720926405, + "LDH_Level": 109.524369, + "Calcium_Level": 8.654277041, + "Phosphorus_Level": 4.939128279, + "Glucose_Level": 141.5881472, + "Potassium_Level": 4.665211014, + "Sodium_Level": 137.7235543, + "Smoking_Pack_Years": 98.13542944 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.3196163, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.69048606, + "White_Blood_Cell_Count": 7.464374314, + "Platelet_Count": 201.4678583, + "Albumin_Level": 4.818433479, + "Alkaline_Phosphatase_Level": 33.2711152, + "Alanine_Aminotransferase_Level": 6.431749213, + "Aspartate_Aminotransferase_Level": 30.51087515, + "Creatinine_Level": 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.35139915, + "White_Blood_Cell_Count": 8.894934527, + "Platelet_Count": 243.311971, + "Albumin_Level": 3.4725058, + "Alkaline_Phosphatase_Level": 109.7879421, + "Alanine_Aminotransferase_Level": 8.517377493, + "Aspartate_Aminotransferase_Level": 34.97294051, + "Creatinine_Level": 0.870380409, + "LDH_Level": 227.5448582, + "Calcium_Level": 10.07407734, + "Phosphorus_Level": 2.821650719, + "Glucose_Level": 138.6625916, + "Potassium_Level": 3.533629805, + "Sodium_Level": 137.5251224, + "Smoking_Pack_Years": 38.79596336 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.06331388, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.12610581, + "White_Blood_Cell_Count": 7.49666794, + "Platelet_Count": 408.0152476, + "Albumin_Level": 3.949099995, + "Alkaline_Phosphatase_Level": 47.22043399, + "Alanine_Aminotransferase_Level": 29.18748381, + "Aspartate_Aminotransferase_Level": 10.68186149, + "Creatinine_Level": 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{ + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.18714322, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.77748811, + "White_Blood_Cell_Count": 5.529701162, + "Platelet_Count": 265.3417854, + "Albumin_Level": 4.634755878, + "Alkaline_Phosphatase_Level": 119.9947053, + "Alanine_Aminotransferase_Level": 39.7360328, + "Aspartate_Aminotransferase_Level": 10.63388822, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.48093718, + "White_Blood_Cell_Count": 4.072419966, + "Platelet_Count": 337.9426318, + "Albumin_Level": 3.161750725, + "Alkaline_Phosphatase_Level": 34.82487606, + "Alanine_Aminotransferase_Level": 29.61163218, + "Aspartate_Aminotransferase_Level": 25.94803483, + "Creatinine_Level": 0.819212366, + "LDH_Level": 130.4735319, + "Calcium_Level": 8.402426467, + "Phosphorus_Level": 4.860320633, + "Glucose_Level": 112.3160802, + "Potassium_Level": 4.790878907, + "Sodium_Level": 137.5893827, + "Smoking_Pack_Years": 45.85344479 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.66984149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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135.9595322, + "Smoking_Pack_Years": 46.37557281 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.66619102, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.79356384, + "White_Blood_Cell_Count": 5.874787515, + "Platelet_Count": 421.9506708, + "Albumin_Level": 3.871134239, + "Alkaline_Phosphatase_Level": 47.69578149, + "Alanine_Aminotransferase_Level": 25.37588493, + "Aspartate_Aminotransferase_Level": 10.15468183, + "Creatinine_Level": 0.979119138, + "LDH_Level": 162.7407785, + "Calcium_Level": 9.037607587, + "Phosphorus_Level": 3.174137394, + "Glucose_Level": 137.6877519, + "Potassium_Level": 4.13388559, + "Sodium_Level": 143.6724799, + "Smoking_Pack_Years": 17.94170999 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.97544709, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.37277765, + "White_Blood_Cell_Count": 5.772180467, + "Platelet_Count": 157.7339414, + "Albumin_Level": 4.488424229, + "Alkaline_Phosphatase_Level": 112.9912078, + "Alanine_Aminotransferase_Level": 22.67713989, + "Aspartate_Aminotransferase_Level": 24.06272938, + "Creatinine_Level": 0.522780827, + "LDH_Level": 224.9267033, + "Calcium_Level": 9.79199328, + "Phosphorus_Level": 3.155260187, + "Glucose_Level": 115.5538588, + "Potassium_Level": 4.753446294, + "Sodium_Level": 141.0686969, + "Smoking_Pack_Years": 31.15932761 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.69576961, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.08392903, + "White_Blood_Cell_Count": 9.580424127, + "Platelet_Count": 419.6773849, + "Albumin_Level": 4.220836234, + "Alkaline_Phosphatase_Level": 99.8053114, + "Alanine_Aminotransferase_Level": 27.79387064, + "Aspartate_Aminotransferase_Level": 11.06069445, + "Creatinine_Level": 1.448481694, + "LDH_Level": 165.2978541, + "Calcium_Level": 9.153629932, + "Phosphorus_Level": 4.742036335, + "Glucose_Level": 125.3982025, + "Potassium_Level": 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36.44978944, + "Aspartate_Aminotransferase_Level": 46.26215892, + "Creatinine_Level": 1.490463174, + "LDH_Level": 204.6587593, + "Calcium_Level": 10.31542662, + "Phosphorus_Level": 4.078083259, + "Glucose_Level": 138.9290616, + "Potassium_Level": 4.869503112, + "Sodium_Level": 139.3109873, + "Smoking_Pack_Years": 40.46471645 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.84866926, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.1597829, + "White_Blood_Cell_Count": 4.160313085, + "Platelet_Count": 356.1560581, + "Albumin_Level": 3.897818935, + "Alkaline_Phosphatase_Level": 84.69994684, + "Alanine_Aminotransferase_Level": 35.09987619, + "Aspartate_Aminotransferase_Level": 43.7354846, + "Creatinine_Level": 1.176536123, + "LDH_Level": 167.6212895, + "Calcium_Level": 8.960662743, + "Phosphorus_Level": 4.062909881, + "Glucose_Level": 149.5455898, + "Potassium_Level": 3.681988268, + "Sodium_Level": 139.528899, + "Smoking_Pack_Years": 52.5247342 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.35031576, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.34258637, + "White_Blood_Cell_Count": 4.83914828, + "Platelet_Count": 294.4867265, + "Albumin_Level": 4.077655069, + "Alkaline_Phosphatase_Level": 110.1954007, + "Alanine_Aminotransferase_Level": 26.26168234, + "Aspartate_Aminotransferase_Level": 35.40149796, + "Creatinine_Level": 1.105468158, + "LDH_Level": 135.8685244, + "Calcium_Level": 9.19532131, + "Phosphorus_Level": 2.629874112, + "Glucose_Level": 77.42107089, + "Potassium_Level": 4.470231322, + "Sodium_Level": 138.9045927, + "Smoking_Pack_Years": 2.534820201 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.18307332, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.32988562, + "White_Blood_Cell_Count": 9.738520868, + "Platelet_Count": 352.1756278, + "Albumin_Level": 4.11142803, + "Alkaline_Phosphatase_Level": 76.24341761, + "Alanine_Aminotransferase_Level": 32.47819112, + "Aspartate_Aminotransferase_Level": 34.10325476, + "Creatinine_Level": 1.149999812, + "LDH_Level": 127.6060148, + "Calcium_Level": 9.780025834, + "Phosphorus_Level": 4.885430057, + "Glucose_Level": 126.5508938, + "Potassium_Level": 4.147597092, + "Sodium_Level": 142.9467188, + "Smoking_Pack_Years": 84.96246966 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.26330801, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.66895069, + "White_Blood_Cell_Count": 9.536551159, + "Platelet_Count": 225.3111514, + "Albumin_Level": 4.488919654, + "Alkaline_Phosphatase_Level": 105.2685394, + "Alanine_Aminotransferase_Level": 9.900087467, + "Aspartate_Aminotransferase_Level": 47.16255942, + "Creatinine_Level": 0.668075806, + "LDH_Level": 128.2234434, + "Calcium_Level": 8.55707291, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.66354101, + "White_Blood_Cell_Count": 4.005305449, + "Platelet_Count": 303.8501181, + "Albumin_Level": 3.770493282, + "Alkaline_Phosphatase_Level": 76.26765683, + "Alanine_Aminotransferase_Level": 27.41565091, + "Aspartate_Aminotransferase_Level": 12.87566789, + "Creatinine_Level": 1.111530923, + "LDH_Level": 241.2860644, + "Calcium_Level": 10.0167792, + "Phosphorus_Level": 2.982979564, + "Glucose_Level": 116.8975787, + "Potassium_Level": 4.065962795, + "Sodium_Level": 137.2274964, + "Smoking_Pack_Years": 79.84231493 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.08536878, + "White_Blood_Cell_Count": 8.954817357, + "Platelet_Count": 416.5576427, + "Albumin_Level": 3.614171913, + "Alkaline_Phosphatase_Level": 109.279187, + "Alanine_Aminotransferase_Level": 35.66971842, + "Aspartate_Aminotransferase_Level": 20.97903187, + "Creatinine_Level": 1.174827441, + "LDH_Level": 158.2953806, + "Calcium_Level": 8.853650916, + "Phosphorus_Level": 4.434321415, + "Glucose_Level": 136.061053, + "Potassium_Level": 4.996921464, + "Sodium_Level": 137.7960344, + "Smoking_Pack_Years": 92.52190044 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.9683753, + "White_Blood_Cell_Count": 7.038184639, + "Platelet_Count": 156.5603947, + "Albumin_Level": 4.948593573, + "Alkaline_Phosphatase_Level": 78.81879449, + "Alanine_Aminotransferase_Level": 7.122218758, + "Aspartate_Aminotransferase_Level": 19.06285331, + "Creatinine_Level": 0.68644343, + "LDH_Level": 155.0412192, + "Calcium_Level": 10.30743731, + "Phosphorus_Level": 4.665667536, + "Glucose_Level": 131.2011492, + "Potassium_Level": 4.704837919, + "Sodium_Level": 137.1099469, + "Smoking_Pack_Years": 98.66444149 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.3159746, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.39662472, + "White_Blood_Cell_Count": 9.669137437, + "Platelet_Count": 352.9504039, + "Albumin_Level": 4.648767138, + "Alkaline_Phosphatase_Level": 49.63693091, + "Alanine_Aminotransferase_Level": 6.359391897, + "Aspartate_Aminotransferase_Level": 30.72475294, + "Creatinine_Level": 1.164329331, + "LDH_Level": 130.6499929, + "Calcium_Level": 8.080952875, + "Phosphorus_Level": 4.268857773, + "Glucose_Level": 87.24809019, + "Potassium_Level": 4.55555747, + "Sodium_Level": 144.6851449, + "Smoking_Pack_Years": 42.1998354 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.31261309, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.19765582, + "White_Blood_Cell_Count": 7.729303844, + "Platelet_Count": 352.7487437, + "Albumin_Level": 3.15505254, + "Alkaline_Phosphatase_Level": 49.44414781, + "Alanine_Aminotransferase_Level": 7.483406939, + "Aspartate_Aminotransferase_Level": 26.12824439, + "Creatinine_Level": 1.30869978, + "LDH_Level": 196.1015798, + "Calcium_Level": 8.533292565, + "Phosphorus_Level": 3.08366341, + "Glucose_Level": 130.1443836, + "Potassium_Level": 4.890147874, + "Sodium_Level": 136.3491472, + "Smoking_Pack_Years": 52.48767267 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.96843014, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.4689815, + "White_Blood_Cell_Count": 7.341919069, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.20629205, + "White_Blood_Cell_Count": 4.017351991, + "Platelet_Count": 437.349404, + "Albumin_Level": 4.853326818, + "Alkaline_Phosphatase_Level": 105.8529249, + "Alanine_Aminotransferase_Level": 17.65936659, + "Aspartate_Aminotransferase_Level": 32.01385057, + "Creatinine_Level": 0.620024475, + "LDH_Level": 159.6949764, + "Calcium_Level": 8.853014259, + "Phosphorus_Level": 3.094518498, + "Glucose_Level": 134.2797184, + "Potassium_Level": 4.332506993, + "Sodium_Level": 138.2563465, + "Smoking_Pack_Years": 57.20579624 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.17018604, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.24016957, + "White_Blood_Cell_Count": 6.682289473, + "Platelet_Count": 378.7079947, + "Albumin_Level": 3.837822446, + "Alkaline_Phosphatase_Level": 41.58745503, + "Alanine_Aminotransferase_Level": 26.235868, + "Aspartate_Aminotransferase_Level": 15.24885964, + "Creatinine_Level": 1.407869019, + "LDH_Level": 236.1162325, + "Calcium_Level": 10.16469318, + "Phosphorus_Level": 4.465973234, + "Glucose_Level": 117.2365092, + "Potassium_Level": 4.065649148, + "Sodium_Level": 144.2643187, + "Smoking_Pack_Years": 74.11629684 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.02942586, + "White_Blood_Cell_Count": 5.803998116, + "Platelet_Count": 306.3459238, + "Albumin_Level": 4.735261709, + "Alkaline_Phosphatase_Level": 38.74000845, + "Alanine_Aminotransferase_Level": 39.20695842, + "Aspartate_Aminotransferase_Level": 25.20833829, + "Creatinine_Level": 1.146585678, + "LDH_Level": 246.2570834, + "Calcium_Level": 9.836522773, + "Phosphorus_Level": 3.214783081, + "Glucose_Level": 85.99919421, + "Potassium_Level": 4.929794833, + "Sodium_Level": 138.5787993, + "Smoking_Pack_Years": 8.80497257 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.56463057, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + 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"Aspartate_Aminotransferase_Level": 19.05153809, + "Creatinine_Level": 1.091833081, + "LDH_Level": 117.1426129, + "Calcium_Level": 9.995791411, + "Phosphorus_Level": 2.898641154, + "Glucose_Level": 106.5814982, + "Potassium_Level": 4.984295671, + "Sodium_Level": 142.8670578, + "Smoking_Pack_Years": 70.54399616 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.97564502, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.50996701, + "White_Blood_Cell_Count": 9.728086409, + "Platelet_Count": 340.2969596, + "Albumin_Level": 3.311750271, + "Alkaline_Phosphatase_Level": 72.87151283, + "Alanine_Aminotransferase_Level": 14.60330006, + "Aspartate_Aminotransferase_Level": 45.65161606, + "Creatinine_Level": 0.928686347, + "LDH_Level": 127.4207332, + "Calcium_Level": 9.16774895, + "Phosphorus_Level": 4.86851851, + "Glucose_Level": 87.40450318, + "Potassium_Level": 4.093577303, + "Sodium_Level": 144.9211477, + "Smoking_Pack_Years": 83.78501886 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.19461356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.84631799, + "White_Blood_Cell_Count": 6.932154074, + "Platelet_Count": 449.119674, + "Albumin_Level": 3.185602778, + "Alkaline_Phosphatase_Level": 92.74287932, + "Alanine_Aminotransferase_Level": 11.17704693, + "Aspartate_Aminotransferase_Level": 13.15306393, + "Creatinine_Level": 1.120826257, + "LDH_Level": 230.6117227, + "Calcium_Level": 9.813198499, + "Phosphorus_Level": 2.876809231, + "Glucose_Level": 75.72539415, + "Potassium_Level": 4.532153772, + "Sodium_Level": 135.1073437, + "Smoking_Pack_Years": 62.76378301 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.54225957, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.26003236, + "White_Blood_Cell_Count": 9.805150394, + "Platelet_Count": 157.8062771, + "Albumin_Level": 3.759756012, + "Alkaline_Phosphatase_Level": 31.24306889, + "Alanine_Aminotransferase_Level": 17.92227713, + "Aspartate_Aminotransferase_Level": 48.86743452, + "Creatinine_Level": 0.712999408, + "LDH_Level": 100.7811798, + "Calcium_Level": 9.498839621, + "Phosphorus_Level": 2.824253215, + "Glucose_Level": 136.777261, + "Potassium_Level": 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34.72606143, + "Aspartate_Aminotransferase_Level": 37.68251039, + "Creatinine_Level": 0.732186722, + "LDH_Level": 240.9025927, + "Calcium_Level": 8.492569804, + "Phosphorus_Level": 4.946333611, + "Glucose_Level": 70.54120262, + "Potassium_Level": 4.528091677, + "Sodium_Level": 142.2192055, + "Smoking_Pack_Years": 22.80938263 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.42696964, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 108, 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"No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.54009838, + "White_Blood_Cell_Count": 8.355771033, + "Platelet_Count": 447.3368672, + "Albumin_Level": 3.623905229, + "Alkaline_Phosphatase_Level": 102.8719003, + "Alanine_Aminotransferase_Level": 11.99369113, + "Aspartate_Aminotransferase_Level": 41.74172389, + "Creatinine_Level": 0.519747092, + "LDH_Level": 105.8291331, + "Calcium_Level": 9.231273766, + "Phosphorus_Level": 4.716099521, + "Glucose_Level": 100.6031708, + "Potassium_Level": 4.460516303, + "Sodium_Level": 135.1499261, + "Smoking_Pack_Years": 19.98634206 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.51347028, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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3.594654535, + "Sodium_Level": 139.8507261, + "Smoking_Pack_Years": 54.60074 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.53804719, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.48019545, + "White_Blood_Cell_Count": 9.410084608, + "Platelet_Count": 358.5513781, + "Albumin_Level": 3.291109165, + "Alkaline_Phosphatase_Level": 111.2289339, + "Alanine_Aminotransferase_Level": 12.67625117, + "Aspartate_Aminotransferase_Level": 27.53106568, + "Creatinine_Level": 0.737443651, + "LDH_Level": 121.9422254, + "Calcium_Level": 8.224160386, + "Phosphorus_Level": 3.874582723, + "Glucose_Level": 100.8233099, + "Potassium_Level": 4.06587081, + "Sodium_Level": 142.851763, + "Smoking_Pack_Years": 63.12125451 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.8531044, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.46066123, + "White_Blood_Cell_Count": 7.786790577, + "Platelet_Count": 334.8336516, + "Albumin_Level": 3.160849222, + "Alkaline_Phosphatase_Level": 116.5348963, + "Alanine_Aminotransferase_Level": 5.463058929, + "Aspartate_Aminotransferase_Level": 35.89962255, + "Creatinine_Level": 0.630019734, + "LDH_Level": 192.9351986, + "Calcium_Level": 8.136144306, + "Phosphorus_Level": 4.449667571, + "Glucose_Level": 80.0332324, + "Potassium_Level": 4.132125507, + "Sodium_Level": 141.7965991, + "Smoking_Pack_Years": 32.03737224 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.32378679, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.28279993, + "White_Blood_Cell_Count": 4.285997519, + "Platelet_Count": 245.9778738, + "Albumin_Level": 4.162152109, + "Alkaline_Phosphatase_Level": 30.2710869, + "Alanine_Aminotransferase_Level": 30.60192054, + "Aspartate_Aminotransferase_Level": 28.25129942, + "Creatinine_Level": 1.276334204, + "LDH_Level": 119.6087282, + "Calcium_Level": 8.636368978, + "Phosphorus_Level": 3.387537876, + "Glucose_Level": 90.888067, + "Potassium_Level": 4.222408781, + "Sodium_Level": 142.0667939, + "Smoking_Pack_Years": 0.20567894 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.3599409, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.59133946, + "White_Blood_Cell_Count": 4.755353946, + "Platelet_Count": 191.0041928, + "Albumin_Level": 4.896208739, + "Alkaline_Phosphatase_Level": 34.34810895, + "Alanine_Aminotransferase_Level": 38.96996071, + "Aspartate_Aminotransferase_Level": 39.9837988, + "Creatinine_Level": 0.810943756, + "LDH_Level": 189.2445892, + "Calcium_Level": 8.184907538, + "Phosphorus_Level": 3.602408296, + "Glucose_Level": 112.6593271, + "Potassium_Level": 4.387565997, + "Sodium_Level": 138.2380426, + "Smoking_Pack_Years": 70.35791411 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.54249029, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 61, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.00377679, + "White_Blood_Cell_Count": 8.863726666, + "Platelet_Count": 296.0663268, + "Albumin_Level": 3.676627855, + "Alkaline_Phosphatase_Level": 62.30889202, + "Alanine_Aminotransferase_Level": 9.324913635, + "Aspartate_Aminotransferase_Level": 40.77833152, + "Creatinine_Level": 1.137820797, + "LDH_Level": 235.8604107, + "Calcium_Level": 10.22930818, + "Phosphorus_Level": 4.009048439, + "Glucose_Level": 103.0719513, + "Potassium_Level": 4.281868894, + "Sodium_Level": 135.8660304, + "Smoking_Pack_Years": 47.05155476 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.58391213, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 10.08664012, + "Aspartate_Aminotransferase_Level": 46.82235699, + "Creatinine_Level": 0.520451388, + "LDH_Level": 134.5901959, + "Calcium_Level": 8.756898172, + "Phosphorus_Level": 4.686418754, + "Glucose_Level": 146.581428, + "Potassium_Level": 4.096373454, + "Sodium_Level": 139.8621929, + "Smoking_Pack_Years": 93.18714549 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.13411314, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.1448594, + "White_Blood_Cell_Count": 8.251909193, + "Platelet_Count": 218.1841494, + "Albumin_Level": 4.360181383, + "Alkaline_Phosphatase_Level": 50.7679795, + "Alanine_Aminotransferase_Level": 32.23784074, + "Aspartate_Aminotransferase_Level": 35.75120908, + "Creatinine_Level": 1.023567375, + "LDH_Level": 214.9732041, + "Calcium_Level": 9.926077656, + "Phosphorus_Level": 4.409964113, + "Glucose_Level": 72.31468411, + "Potassium_Level": 3.96176071, + "Sodium_Level": 141.064442, + "Smoking_Pack_Years": 64.1249753 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.32147046, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.42940402, + "White_Blood_Cell_Count": 5.49047512, + "Platelet_Count": 259.0827032, + "Albumin_Level": 4.923491303, + "Alkaline_Phosphatase_Level": 72.54661319, + "Alanine_Aminotransferase_Level": 30.39394776, + "Aspartate_Aminotransferase_Level": 22.0455027, + "Creatinine_Level": 0.819243483, + "LDH_Level": 181.3271651, + "Calcium_Level": 9.974199113, + "Phosphorus_Level": 4.510663988, + "Glucose_Level": 83.46410438, + "Potassium_Level": 3.941226453, + "Sodium_Level": 137.5531911, + "Smoking_Pack_Years": 29.05830271 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.17170815, + "Tumor_Location": 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"Glucose_Level": 77.57472676, + "Potassium_Level": 3.55838896, + "Sodium_Level": 141.7000559, + "Smoking_Pack_Years": 2.996009002 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.0800624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.25928739, + "White_Blood_Cell_Count": 9.692091369, + "Platelet_Count": 184.6575202, + "Albumin_Level": 4.042543735, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.99261899, + "White_Blood_Cell_Count": 6.304038061, + "Platelet_Count": 341.3295399, + "Albumin_Level": 4.875212473, + "Alkaline_Phosphatase_Level": 102.7746465, + "Alanine_Aminotransferase_Level": 39.45599637, + "Aspartate_Aminotransferase_Level": 31.24365355, + "Creatinine_Level": 1.447452734, + "LDH_Level": 241.2411621, + "Calcium_Level": 8.33732337, + "Phosphorus_Level": 2.929418987, + "Glucose_Level": 102.6481049, + "Potassium_Level": 4.57119405, + "Sodium_Level": 142.0353171, + "Smoking_Pack_Years": 78.95043264 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.8790018, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.0177103, + "White_Blood_Cell_Count": 7.422360902, + "Platelet_Count": 426.8165462, + "Albumin_Level": 3.645498002, + "Alkaline_Phosphatase_Level": 58.1405822, + "Alanine_Aminotransferase_Level": 22.42321832, + "Aspartate_Aminotransferase_Level": 16.62950727, + "Creatinine_Level": 1.416024547, + "LDH_Level": 226.810518, + "Calcium_Level": 9.384925123, + "Phosphorus_Level": 2.813311711, + "Glucose_Level": 97.75012867, + "Potassium_Level": 3.721894503, + "Sodium_Level": 140.0316978, + "Smoking_Pack_Years": 12.94720718 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.47329168, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.83688676, + "White_Blood_Cell_Count": 4.386813982, + "Platelet_Count": 375.2713044, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.67617392, + "White_Blood_Cell_Count": 4.147163654, + "Platelet_Count": 257.4194931, + "Albumin_Level": 4.021111837, + "Alkaline_Phosphatase_Level": 77.71345525, + "Alanine_Aminotransferase_Level": 15.46187955, + "Aspartate_Aminotransferase_Level": 32.72466797, + "Creatinine_Level": 0.948459102, + "LDH_Level": 104.4720565, + "Calcium_Level": 8.258352145, + "Phosphorus_Level": 3.691420556, + "Glucose_Level": 105.0885655, + "Potassium_Level": 4.07668827, + "Sodium_Level": 137.3898196, + "Smoking_Pack_Years": 93.01984141 + }, + { + "Age": 59, + "Gender": 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154.255615, + "Calcium_Level": 10.29530327, + "Phosphorus_Level": 4.918881399, + "Glucose_Level": 95.97157785, + "Potassium_Level": 4.469343632, + "Sodium_Level": 139.6100233, + "Smoking_Pack_Years": 90.36563677 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.58776645, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.30012144, + "White_Blood_Cell_Count": 6.927422206, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.21815578, + "White_Blood_Cell_Count": 9.398218144, + "Platelet_Count": 194.5897207, + "Albumin_Level": 4.7821697, + "Alkaline_Phosphatase_Level": 92.05867897, + "Alanine_Aminotransferase_Level": 8.776417846, + "Aspartate_Aminotransferase_Level": 36.11824368, + "Creatinine_Level": 0.732028244, + "LDH_Level": 234.4987842, + "Calcium_Level": 8.971015288, + "Phosphorus_Level": 2.637720038, + "Glucose_Level": 135.7808486, + "Potassium_Level": 4.100400443, + "Sodium_Level": 144.448417, + "Smoking_Pack_Years": 0.863092638 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.40192566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.16748727, + "White_Blood_Cell_Count": 7.211937616, + "Platelet_Count": 320.1129043, + "Albumin_Level": 4.091722672, + "Alkaline_Phosphatase_Level": 63.25425522, + "Alanine_Aminotransferase_Level": 15.45030036, + "Aspartate_Aminotransferase_Level": 40.88134941, + "Creatinine_Level": 1.351599243, + "LDH_Level": 233.5796433, + "Calcium_Level": 9.282336081, + "Phosphorus_Level": 3.53595221, + "Glucose_Level": 141.5960054, + "Potassium_Level": 4.912681783, + "Sodium_Level": 138.5874959, + "Smoking_Pack_Years": 23.90777379 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.32754293, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.92452422, + "White_Blood_Cell_Count": 7.176810106, + "Platelet_Count": 449.3739853, + "Albumin_Level": 3.77343591, + "Alkaline_Phosphatase_Level": 57.31926721, + "Alanine_Aminotransferase_Level": 20.56225407, + "Aspartate_Aminotransferase_Level": 39.37006162, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.09552046, + "White_Blood_Cell_Count": 8.32665455, + "Platelet_Count": 312.5948579, + "Albumin_Level": 4.129601566, + "Alkaline_Phosphatase_Level": 96.13481755, + "Alanine_Aminotransferase_Level": 19.38861576, + "Aspartate_Aminotransferase_Level": 47.35034934, + "Creatinine_Level": 0.687211069, + "LDH_Level": 113.9757494, + "Calcium_Level": 8.800348494, + "Phosphorus_Level": 3.945252972, + "Glucose_Level": 140.7121501, + "Potassium_Level": 4.460250675, + "Sodium_Level": 142.299042, + "Smoking_Pack_Years": 80.60791618 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.82370823, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 17.20442365, + "Creatinine_Level": 0.723397911, + "LDH_Level": 115.5131484, + "Calcium_Level": 10.28978688, + "Phosphorus_Level": 2.795275295, + "Glucose_Level": 111.0593288, + "Potassium_Level": 4.482284699, + "Sodium_Level": 143.9770436, + "Smoking_Pack_Years": 34.13964402 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.35153941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.43781148, + "White_Blood_Cell_Count": 7.882067586, + "Platelet_Count": 269.717472, + "Albumin_Level": 4.151538815, + "Alkaline_Phosphatase_Level": 70.82144088, + "Alanine_Aminotransferase_Level": 39.31083478, + "Aspartate_Aminotransferase_Level": 35.84517332, + "Creatinine_Level": 1.269038853, + "LDH_Level": 219.7360486, + "Calcium_Level": 9.392942885, + "Phosphorus_Level": 4.035237458, + "Glucose_Level": 84.35338832, + "Potassium_Level": 3.885282772, + "Sodium_Level": 142.5851882, + "Smoking_Pack_Years": 34.15908613 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.87193506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.96474333, + "White_Blood_Cell_Count": 9.159298742, + "Platelet_Count": 300.1637357, + "Albumin_Level": 3.439945222, + "Alkaline_Phosphatase_Level": 73.44314615, + "Alanine_Aminotransferase_Level": 10.39503624, + "Aspartate_Aminotransferase_Level": 45.09449545, + "Creatinine_Level": 0.53340493, + "LDH_Level": 164.0842954, + "Calcium_Level": 8.471852167, + "Phosphorus_Level": 4.14810506, + "Glucose_Level": 102.002176, + "Potassium_Level": 3.54521903, + 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28.15023266, + "Aspartate_Aminotransferase_Level": 16.08434418, + "Creatinine_Level": 0.531174306, + "LDH_Level": 247.7255278, + "Calcium_Level": 8.800606059, + "Phosphorus_Level": 3.217910344, + "Glucose_Level": 123.1436716, + "Potassium_Level": 4.684872339, + "Sodium_Level": 140.7233693, + "Smoking_Pack_Years": 43.31479424 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.94104728, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 87, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.47188888, + "White_Blood_Cell_Count": 5.813927356, + "Platelet_Count": 379.3902943, + "Albumin_Level": 3.624916188, + "Alkaline_Phosphatase_Level": 49.10042573, + "Alanine_Aminotransferase_Level": 21.0942703, + "Aspartate_Aminotransferase_Level": 34.91192647, + "Creatinine_Level": 0.742522519, + "LDH_Level": 221.3395352, + "Calcium_Level": 8.0447141, + "Phosphorus_Level": 2.544875218, + "Glucose_Level": 95.77717297, + "Potassium_Level": 4.588432414, + "Sodium_Level": 137.3295979, + "Smoking_Pack_Years": 32.60992539 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.74601489, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.12959383, + "White_Blood_Cell_Count": 4.529754394, + "Platelet_Count": 359.7202675, + "Albumin_Level": 3.751715939, + "Alkaline_Phosphatase_Level": 71.47831593, + "Alanine_Aminotransferase_Level": 15.03416476, + "Aspartate_Aminotransferase_Level": 17.02339271, + "Creatinine_Level": 1.021399189, + "LDH_Level": 222.7964758, + "Calcium_Level": 9.075266352, + "Phosphorus_Level": 4.247266811, + "Glucose_Level": 126.1938954, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 27.33542049, + "Aspartate_Aminotransferase_Level": 38.53641131, + "Creatinine_Level": 0.568602986, + "LDH_Level": 185.566373, + "Calcium_Level": 10.32660244, + "Phosphorus_Level": 2.938998719, + "Glucose_Level": 111.8093123, + "Potassium_Level": 4.86022249, + "Sodium_Level": 141.1056897, + "Smoking_Pack_Years": 79.21178566 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.31334938, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.18025276, + "White_Blood_Cell_Count": 5.1343695, + "Platelet_Count": 431.2994491, + "Albumin_Level": 3.460737771, + "Alkaline_Phosphatase_Level": 31.89645671, + "Alanine_Aminotransferase_Level": 8.63109405, + "Aspartate_Aminotransferase_Level": 38.19053518, + "Creatinine_Level": 1.461549146, + "LDH_Level": 123.2680217, + "Calcium_Level": 9.975688291, + "Phosphorus_Level": 3.212656819, + "Glucose_Level": 105.1948191, + "Potassium_Level": 4.576201293, + "Sodium_Level": 139.7191619, + "Smoking_Pack_Years": 6.297262987 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.84880408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.24872681, + "White_Blood_Cell_Count": 8.416005806, + "Platelet_Count": 355.1442511, + "Albumin_Level": 4.759764895, + "Alkaline_Phosphatase_Level": 34.22402558, + "Alanine_Aminotransferase_Level": 18.89054753, + "Aspartate_Aminotransferase_Level": 43.83848183, + "Creatinine_Level": 0.71930578, + "LDH_Level": 124.0464135, + "Calcium_Level": 8.939968175, + "Phosphorus_Level": 3.817316476, + "Glucose_Level": 91.77362732, + "Potassium_Level": 3.500179025, + "Sodium_Level": 143.2045944, + "Smoking_Pack_Years": 43.8610805 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.12729034, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.53572974, + "White_Blood_Cell_Count": 9.016797421, + "Platelet_Count": 211.9647478, + "Albumin_Level": 4.937539051, + "Alkaline_Phosphatase_Level": 110.7689463, + "Alanine_Aminotransferase_Level": 22.91739694, + "Aspartate_Aminotransferase_Level": 24.52923474, + "Creatinine_Level": 0.576184975, + "LDH_Level": 147.9765185, + "Calcium_Level": 8.28307764, + "Phosphorus_Level": 4.429798914, + "Glucose_Level": 127.3835543, + "Potassium_Level": 3.51945192, + "Sodium_Level": 138.7518533, + "Smoking_Pack_Years": 7.917782646 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.64630555, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.52798514, + "White_Blood_Cell_Count": 5.571471221, + "Platelet_Count": 448.0178549, + "Albumin_Level": 3.306990057, + "Alkaline_Phosphatase_Level": 86.82790764, + "Alanine_Aminotransferase_Level": 34.6126951, + "Aspartate_Aminotransferase_Level": 40.14915496, + "Creatinine_Level": 1.28704908, + "LDH_Level": 140.99851, + "Calcium_Level": 8.165391082, + "Phosphorus_Level": 3.509342324, + "Glucose_Level": 75.27845905, + "Potassium_Level": 4.373745708, + "Sodium_Level": 141.5545627, + "Smoking_Pack_Years": 0.547129049 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.93934682, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.86465142, + "White_Blood_Cell_Count": 6.680537445, + "Platelet_Count": 415.69042, + "Albumin_Level": 3.529205049, + "Alkaline_Phosphatase_Level": 49.06697098, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.3242375, + "White_Blood_Cell_Count": 7.217188969, + "Platelet_Count": 341.6809643, + "Albumin_Level": 3.042348869, + "Alkaline_Phosphatase_Level": 60.61610526, + "Alanine_Aminotransferase_Level": 22.97846854, + "Aspartate_Aminotransferase_Level": 45.57007047, + "Creatinine_Level": 0.851083686, + "LDH_Level": 227.4275512, + "Calcium_Level": 8.019065594, + "Phosphorus_Level": 3.327709756, + "Glucose_Level": 102.0590521, + "Potassium_Level": 4.722671382, + "Sodium_Level": 143.4243447, + "Smoking_Pack_Years": 46.89033125 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.34600729, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.48369241, + "White_Blood_Cell_Count": 4.07689858, + "Platelet_Count": 432.4874555, + "Albumin_Level": 3.898140199, + "Alkaline_Phosphatase_Level": 58.88463521, + "Alanine_Aminotransferase_Level": 27.29555588, + "Aspartate_Aminotransferase_Level": 12.4614625, + "Creatinine_Level": 0.571035443, + "LDH_Level": 113.2815642, + "Calcium_Level": 9.033532939, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.50274678, + "White_Blood_Cell_Count": 6.529275531, + "Platelet_Count": 209.522426, + "Albumin_Level": 3.947221911, + "Alkaline_Phosphatase_Level": 118.4004297, + "Alanine_Aminotransferase_Level": 28.78511204, + "Aspartate_Aminotransferase_Level": 23.2831752, + "Creatinine_Level": 1.01220891, + "LDH_Level": 200.687765, + "Calcium_Level": 8.810674715, + "Phosphorus_Level": 3.017764517, + "Glucose_Level": 115.7735774, + "Potassium_Level": 4.658800236, + "Sodium_Level": 136.8645688, + "Smoking_Pack_Years": 91.18224907 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.16558006, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.96116469, + "White_Blood_Cell_Count": 5.875448736, + "Platelet_Count": 189.746067, + "Albumin_Level": 3.190531668, + "Alkaline_Phosphatase_Level": 100.0054466, + "Alanine_Aminotransferase_Level": 6.590807867, + "Aspartate_Aminotransferase_Level": 35.85362667, + "Creatinine_Level": 0.907342237, + "LDH_Level": 236.8952356, + "Calcium_Level": 8.41633701, + "Phosphorus_Level": 3.458829471, + "Glucose_Level": 81.29590843, + "Potassium_Level": 4.811915243, + "Sodium_Level": 141.9624206, + "Smoking_Pack_Years": 7.058105035 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.65901224, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.90278531, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.7136294, + "White_Blood_Cell_Count": 5.522835299, + "Platelet_Count": 396.3719574, + "Albumin_Level": 4.870907356, + "Alkaline_Phosphatase_Level": 54.50510611, + "Alanine_Aminotransferase_Level": 33.37021762, + "Aspartate_Aminotransferase_Level": 14.76171625, + "Creatinine_Level": 1.336287853, + "LDH_Level": 236.9731209, + "Calcium_Level": 9.67273513, + "Phosphorus_Level": 2.764280501, + "Glucose_Level": 112.8540759, + "Potassium_Level": 4.278892733, + "Sodium_Level": 137.1336237, + "Smoking_Pack_Years": 49.41966755 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.04472754, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.33535123, + "White_Blood_Cell_Count": 3.654257487, + "Platelet_Count": 263.3690625, + "Albumin_Level": 4.349734094, + "Alkaline_Phosphatase_Level": 67.14575393, + "Alanine_Aminotransferase_Level": 14.50418785, + "Aspartate_Aminotransferase_Level": 49.97414365, + "Creatinine_Level": 0.753265307, + "LDH_Level": 243.9258463, + "Calcium_Level": 10.40985034, + "Phosphorus_Level": 3.88124244, + "Glucose_Level": 79.91704636, + "Potassium_Level": 3.935363195, + "Sodium_Level": 136.6810729, + "Smoking_Pack_Years": 53.01814214 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.15224803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.39041661, + "White_Blood_Cell_Count": 9.306032683, + "Platelet_Count": 370.9935478, + "Albumin_Level": 3.55531166, + "Alkaline_Phosphatase_Level": 63.76383962, + "Alanine_Aminotransferase_Level": 8.642459006, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.57556104, + "White_Blood_Cell_Count": 5.449582615, + "Platelet_Count": 178.958853, + "Albumin_Level": 3.383820518, + "Alkaline_Phosphatase_Level": 95.90470034, + "Alanine_Aminotransferase_Level": 14.04720388, + "Aspartate_Aminotransferase_Level": 28.86115358, + "Creatinine_Level": 1.130203094, + "LDH_Level": 157.2936561, + "Calcium_Level": 9.953224694, + "Phosphorus_Level": 2.736212402, + "Glucose_Level": 132.6399398, + "Potassium_Level": 3.548863456, + "Sodium_Level": 144.4444386, + "Smoking_Pack_Years": 14.95881923 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.77787646, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.16107982, + "White_Blood_Cell_Count": 4.682468838, + "Platelet_Count": 406.5080986, + "Albumin_Level": 3.757882623, + "Alkaline_Phosphatase_Level": 67.93307226, + "Alanine_Aminotransferase_Level": 32.25684263, + "Aspartate_Aminotransferase_Level": 43.5780383, + "Creatinine_Level": 1.107744096, + "LDH_Level": 194.1937886, + "Calcium_Level": 8.095081175, + "Phosphorus_Level": 3.347372385, + "Glucose_Level": 147.5505573, + "Potassium_Level": 3.853127766, + "Sodium_Level": 142.4917955, + "Smoking_Pack_Years": 69.94324661 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.76622827, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.33253099, + "White_Blood_Cell_Count": 4.380884045, + "Platelet_Count": 285.5749231, + "Albumin_Level": 3.708885448, + "Alkaline_Phosphatase_Level": 71.06563934, + "Alanine_Aminotransferase_Level": 20.24523246, + "Aspartate_Aminotransferase_Level": 20.31769313, + "Creatinine_Level": 1.387242223, + "LDH_Level": 140.6485516, + "Calcium_Level": 10.32787652, + "Phosphorus_Level": 3.960369239, + "Glucose_Level": 106.4400067, + "Potassium_Level": 4.550017236, + "Sodium_Level": 142.1953587, + "Smoking_Pack_Years": 87.62732854 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.21874958, + "Tumor_Location": 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"Glucose_Level": 115.6514556, + "Potassium_Level": 3.702534775, + "Sodium_Level": 143.2021891, + "Smoking_Pack_Years": 22.65894145 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.27318248, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.06039084, + "White_Blood_Cell_Count": 5.84978637, + "Platelet_Count": 223.4215002, + "Albumin_Level": 4.264810965, + "Alkaline_Phosphatase_Level": 101.8810416, + "Alanine_Aminotransferase_Level": 31.9014468, + "Aspartate_Aminotransferase_Level": 11.22060809, + "Creatinine_Level": 0.796481257, + "LDH_Level": 112.0949426, + "Calcium_Level": 8.906358326, + "Phosphorus_Level": 4.613240794, + "Glucose_Level": 146.6722247, + "Potassium_Level": 3.886856154, + "Sodium_Level": 140.7035184, + "Smoking_Pack_Years": 90.43896732 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.61423662, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.62864475, + "White_Blood_Cell_Count": 9.518898384, + "Platelet_Count": 208.2991861, + "Albumin_Level": 3.783587381, + "Alkaline_Phosphatase_Level": 32.63852724, + "Alanine_Aminotransferase_Level": 38.07099922, + "Aspartate_Aminotransferase_Level": 30.69621249, + "Creatinine_Level": 0.891978999, + "LDH_Level": 132.2344367, + "Calcium_Level": 8.543065917, + "Phosphorus_Level": 3.024611086, + "Glucose_Level": 86.2896975, + "Potassium_Level": 3.939983727, + "Sodium_Level": 137.6869711, + "Smoking_Pack_Years": 80.41945758 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.11616922, + "White_Blood_Cell_Count": 9.141577076, + "Platelet_Count": 258.5532984, + "Albumin_Level": 4.602968629, + "Alkaline_Phosphatase_Level": 89.58897959, + "Alanine_Aminotransferase_Level": 37.35505406, + "Aspartate_Aminotransferase_Level": 12.8116981, + "Creatinine_Level": 1.243350333, + "LDH_Level": 228.6824172, + "Calcium_Level": 8.5100443, + "Phosphorus_Level": 4.905621659, + "Glucose_Level": 86.7349948, + "Potassium_Level": 3.654315579, + "Sodium_Level": 137.4391238, + "Smoking_Pack_Years": 97.98437481 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.78163398, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.91573079, + "White_Blood_Cell_Count": 4.6774452, + "Platelet_Count": 180.5627466, + "Albumin_Level": 3.789147166, + "Alkaline_Phosphatase_Level": 41.62058574, + "Alanine_Aminotransferase_Level": 23.91337519, + "Aspartate_Aminotransferase_Level": 28.42689198, + "Creatinine_Level": 0.548805729, + "LDH_Level": 219.7901157, + "Calcium_Level": 9.605258594, + "Phosphorus_Level": 3.116069817, + "Glucose_Level": 101.1062901, + "Potassium_Level": 4.838056351, + "Sodium_Level": 138.8084294, + "Smoking_Pack_Years": 34.2947619 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.74446358, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.61895563, + "White_Blood_Cell_Count": 4.441356731, + 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153.0490406, + "Calcium_Level": 10.2755378, + "Phosphorus_Level": 4.366852154, + "Glucose_Level": 126.6848739, + "Potassium_Level": 4.339278449, + "Sodium_Level": 137.2604659, + "Smoking_Pack_Years": 43.92295614 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.88813918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.63930636, + "White_Blood_Cell_Count": 3.756994205, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.43404154, + "White_Blood_Cell_Count": 4.986568953, + "Platelet_Count": 298.128306, + "Albumin_Level": 3.821108287, + "Alkaline_Phosphatase_Level": 118.3972486, + "Alanine_Aminotransferase_Level": 24.23282881, + "Aspartate_Aminotransferase_Level": 23.80742365, + "Creatinine_Level": 1.462926578, + "LDH_Level": 157.0552922, + "Calcium_Level": 8.550748024, + "Phosphorus_Level": 3.235003267, + "Glucose_Level": 112.2431016, + "Potassium_Level": 4.828562511, + "Sodium_Level": 137.7021838, + "Smoking_Pack_Years": 50.58820151 + }, + { + "Age": 32, + "Gender": 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.44830517, + "White_Blood_Cell_Count": 9.654775919, + "Platelet_Count": 195.3287285, + "Albumin_Level": 4.982834772, + "Alkaline_Phosphatase_Level": 88.45496178, + "Alanine_Aminotransferase_Level": 27.84046793, + "Aspartate_Aminotransferase_Level": 24.73572567, + "Creatinine_Level": 1.203438702, + "LDH_Level": 123.4220486, + "Calcium_Level": 9.176761729, + "Phosphorus_Level": 2.910643489, + "Glucose_Level": 122.46497, + "Potassium_Level": 4.350740169, + "Sodium_Level": 136.4905425, + "Smoking_Pack_Years": 87.82900966 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.27031229, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.68307011, + "White_Blood_Cell_Count": 4.088204167, + "Platelet_Count": 242.9080497, + "Albumin_Level": 4.096870673, + "Alkaline_Phosphatase_Level": 74.38569415, + "Alanine_Aminotransferase_Level": 16.6224628, + "Aspartate_Aminotransferase_Level": 40.58975899, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.89386503, + "White_Blood_Cell_Count": 9.257782143, + "Platelet_Count": 307.7006256, + "Albumin_Level": 3.056182885, + "Alkaline_Phosphatase_Level": 82.53928855, + "Alanine_Aminotransferase_Level": 21.11964902, + "Aspartate_Aminotransferase_Level": 27.56496237, + "Creatinine_Level": 0.841562772, + "LDH_Level": 200.418116, + "Calcium_Level": 8.666587028, + "Phosphorus_Level": 4.161853777, + "Glucose_Level": 115.7440368, + "Potassium_Level": 3.929537784, + "Sodium_Level": 141.1419126, + "Smoking_Pack_Years": 44.62427374 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.9202623, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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139.3276995, + "Smoking_Pack_Years": 36.54378299 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.7906622, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.56519556, + "White_Blood_Cell_Count": 8.68638448, + "Platelet_Count": 418.7073835, + "Albumin_Level": 3.600482854, + "Alkaline_Phosphatase_Level": 101.2892373, + "Alanine_Aminotransferase_Level": 15.70895389, + "Aspartate_Aminotransferase_Level": 41.56531325, + "Creatinine_Level": 0.631109894, + "LDH_Level": 145.3854075, + "Calcium_Level": 10.25135172, + "Phosphorus_Level": 4.740898053, + "Glucose_Level": 88.5203063, + "Potassium_Level": 4.032031282, + "Sodium_Level": 143.0737211, + "Smoking_Pack_Years": 11.01233155 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.23300824, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 96, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.99221432, + "White_Blood_Cell_Count": 6.981020326, + "Platelet_Count": 440.1547432, + "Albumin_Level": 3.90419784, + "Alkaline_Phosphatase_Level": 31.73011669, + "Alanine_Aminotransferase_Level": 38.63003271, + "Aspartate_Aminotransferase_Level": 28.45282881, + "Creatinine_Level": 1.240791309, + "LDH_Level": 198.7026155, + "Calcium_Level": 9.756570728, + "Phosphorus_Level": 3.487753758, + "Glucose_Level": 87.89915452, + "Potassium_Level": 4.186824036, + "Sodium_Level": 141.426649, + "Smoking_Pack_Years": 91.84516892 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.90873875, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.76908699, + "White_Blood_Cell_Count": 7.392403077, + "Platelet_Count": 219.651623, + "Albumin_Level": 3.896241996, + "Alkaline_Phosphatase_Level": 113.9569736, + "Alanine_Aminotransferase_Level": 7.947422446, + "Aspartate_Aminotransferase_Level": 14.43027782, + "Creatinine_Level": 1.033255018, + "LDH_Level": 231.5299529, + "Calcium_Level": 9.950030389, + "Phosphorus_Level": 3.992527539, + "Glucose_Level": 78.21861305, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.19217611, + "White_Blood_Cell_Count": 4.429073637, + "Platelet_Count": 361.410232, + "Albumin_Level": 4.49421023, + "Alkaline_Phosphatase_Level": 83.03006515, + "Alanine_Aminotransferase_Level": 29.19271999, + "Aspartate_Aminotransferase_Level": 10.4388351, + "Creatinine_Level": 1.477207886, + "LDH_Level": 103.4248606, + "Calcium_Level": 8.250601782, + "Phosphorus_Level": 2.914788761, + "Glucose_Level": 149.4426422, + "Potassium_Level": 4.170360818, + "Sodium_Level": 141.0555164, + "Smoking_Pack_Years": 1.978835351 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.29973615, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.33370345, + "White_Blood_Cell_Count": 7.552008612, + "Platelet_Count": 399.2309801, + "Albumin_Level": 3.710433706, + "Alkaline_Phosphatase_Level": 79.17086407, + "Alanine_Aminotransferase_Level": 18.7834508, + "Aspartate_Aminotransferase_Level": 20.37260477, + "Creatinine_Level": 0.628910899, + "LDH_Level": 221.0110302, + "Calcium_Level": 8.040835268, + "Phosphorus_Level": 3.128555312, + "Glucose_Level": 79.15994492, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.11128593, + "White_Blood_Cell_Count": 8.242584186, + "Platelet_Count": 193.3932909, + "Albumin_Level": 3.873109399, + "Alkaline_Phosphatase_Level": 35.40049166, + "Alanine_Aminotransferase_Level": 9.521889247, + "Aspartate_Aminotransferase_Level": 39.25022534, + "Creatinine_Level": 1.020118442, + "LDH_Level": 188.0156856, + "Calcium_Level": 9.807445613, + "Phosphorus_Level": 4.065292866, + "Glucose_Level": 129.306019, + "Potassium_Level": 4.768209362, + "Sodium_Level": 138.7679995, + "Smoking_Pack_Years": 9.158190572 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.45026081, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", 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4.0558359, + "Sodium_Level": 143.7588992, + "Smoking_Pack_Years": 20.42390537 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.39619038, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.47662495, + "White_Blood_Cell_Count": 4.474611146, + "Platelet_Count": 395.2280263, + "Albumin_Level": 3.517521903, + "Alkaline_Phosphatase_Level": 50.57641053, + "Alanine_Aminotransferase_Level": 9.132544902, + "Aspartate_Aminotransferase_Level": 42.52238394, + "Creatinine_Level": 1.282568554, + "LDH_Level": 114.9140721, + "Calcium_Level": 10.03244668, + "Phosphorus_Level": 4.44473302, + "Glucose_Level": 95.34651144, + "Potassium_Level": 4.090094582, + "Sodium_Level": 141.1286696, + "Smoking_Pack_Years": 28.3960506 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.0290272, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.49046361, + "White_Blood_Cell_Count": 5.916687405, + "Platelet_Count": 217.7340141, + "Albumin_Level": 3.652743569, + "Alkaline_Phosphatase_Level": 47.04758832, + "Alanine_Aminotransferase_Level": 7.582835903, + "Aspartate_Aminotransferase_Level": 32.98936917, + "Creatinine_Level": 1.119185736, + "LDH_Level": 194.010739, + "Calcium_Level": 9.038702986, + "Phosphorus_Level": 4.577768347, + "Glucose_Level": 133.9983798, + "Potassium_Level": 4.697586153, + "Sodium_Level": 138.133557, + "Smoking_Pack_Years": 73.60821775 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.81781184, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.90203527, + "White_Blood_Cell_Count": 5.512360806, + "Platelet_Count": 233.0924432, + "Albumin_Level": 3.009505744, + "Alkaline_Phosphatase_Level": 93.46549946, + "Alanine_Aminotransferase_Level": 39.65721532, + "Aspartate_Aminotransferase_Level": 48.83999241, + "Creatinine_Level": 0.532297967, + "LDH_Level": 230.6750199, + "Calcium_Level": 9.62440815, + "Phosphorus_Level": 2.761396174, + "Glucose_Level": 119.5477483, + "Potassium_Level": 4.309070351, + "Sodium_Level": 144.6337577, + "Smoking_Pack_Years": 83.75152997 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.02323589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.54493508, + "White_Blood_Cell_Count": 6.744992137, + "Platelet_Count": 405.2843946, + "Albumin_Level": 3.95944162, + "Alkaline_Phosphatase_Level": 92.97972264, + "Alanine_Aminotransferase_Level": 16.19061269, + "Aspartate_Aminotransferase_Level": 30.24502919, + "Creatinine_Level": 0.805527897, + "LDH_Level": 115.6800314, + "Calcium_Level": 9.534721757, + "Phosphorus_Level": 3.458848969, + "Glucose_Level": 139.0097093, + "Potassium_Level": 3.841864618, + "Sodium_Level": 142.5492245, + "Smoking_Pack_Years": 0.060857099 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.44220446, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.7436999, + "White_Blood_Cell_Count": 7.084130468, + "Platelet_Count": 248.1618887, + "Albumin_Level": 4.008083854, + "Alkaline_Phosphatase_Level": 75.85242362, + "Alanine_Aminotransferase_Level": 29.80377092, + "Aspartate_Aminotransferase_Level": 41.79113671, + "Creatinine_Level": 0.533730383, + "LDH_Level": 134.2494077, + "Calcium_Level": 8.129346886, + "Phosphorus_Level": 3.288567749, + "Glucose_Level": 144.7078561, + "Potassium_Level": 3.907409201, + "Sodium_Level": 143.9264262, + "Smoking_Pack_Years": 39.83069637 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.27245424, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.58949918, + "White_Blood_Cell_Count": 5.317935372, + "Platelet_Count": 390.4975425, + "Albumin_Level": 4.168835482, + "Alkaline_Phosphatase_Level": 69.64965827, + "Alanine_Aminotransferase_Level": 23.88147161, + "Aspartate_Aminotransferase_Level": 41.05706537, + "Creatinine_Level": 1.035572599, + "LDH_Level": 233.7497329, + "Calcium_Level": 9.284228621, + "Phosphorus_Level": 4.85922092, + "Glucose_Level": 122.2874246, + "Potassium_Level": 3.852378314, + "Sodium_Level": 138.2030527, + "Smoking_Pack_Years": 98.21820804 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.9483385, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.02158117, + "White_Blood_Cell_Count": 7.380145803, + "Platelet_Count": 295.7222938, + "Albumin_Level": 4.319512044, + "Alkaline_Phosphatase_Level": 66.288562, + "Alanine_Aminotransferase_Level": 22.45787328, + "Aspartate_Aminotransferase_Level": 12.63585134, + "Creatinine_Level": 0.933095214, + "LDH_Level": 138.9559373, + "Calcium_Level": 8.436410335, + "Phosphorus_Level": 3.407101348, + "Glucose_Level": 116.1415683, + "Potassium_Level": 4.409808845, + "Sodium_Level": 139.4838961, + "Smoking_Pack_Years": 35.94342508 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.9085869, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 30.92911026, + "Aspartate_Aminotransferase_Level": 14.7757078, + "Creatinine_Level": 1.126624044, + "LDH_Level": 192.2374053, + "Calcium_Level": 9.078911173, + "Phosphorus_Level": 4.242065958, + "Glucose_Level": 138.3999444, + "Potassium_Level": 4.013551083, + "Sodium_Level": 143.8411419, + "Smoking_Pack_Years": 75.40098316 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.70009983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.13910248, + "White_Blood_Cell_Count": 9.574160949, + "Platelet_Count": 319.9130221, + "Albumin_Level": 4.750138886, + "Alkaline_Phosphatase_Level": 78.49866301, + "Alanine_Aminotransferase_Level": 24.63865972, + "Aspartate_Aminotransferase_Level": 30.12586141, + "Creatinine_Level": 0.790441232, + "LDH_Level": 124.3160964, + "Calcium_Level": 8.454982544, + "Phosphorus_Level": 4.564759864, + "Glucose_Level": 84.99834264, + "Potassium_Level": 4.40898512, + "Sodium_Level": 142.0227806, + "Smoking_Pack_Years": 80.37359959 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.78022213, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.22588595, + "White_Blood_Cell_Count": 7.230063316, + "Platelet_Count": 315.424899, + "Albumin_Level": 4.860063161, + "Alkaline_Phosphatase_Level": 78.88956228, + "Alanine_Aminotransferase_Level": 12.07772447, + "Aspartate_Aminotransferase_Level": 35.32512719, + "Creatinine_Level": 0.583897435, + "LDH_Level": 114.3310106, + "Calcium_Level": 8.115387067, + "Phosphorus_Level": 2.7570094, + "Glucose_Level": 112.6496672, + "Potassium_Level": 4.689274118, + "Sodium_Level": 135.2211617, + "Smoking_Pack_Years": 52.25356546 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.94502133, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 11.53094651, + "Aspartate_Aminotransferase_Level": 23.61132677, + "Creatinine_Level": 0.514261974, + "LDH_Level": 152.6938632, + "Calcium_Level": 8.880089602, + "Phosphorus_Level": 2.553278507, + "Glucose_Level": 144.3860795, + "Potassium_Level": 4.932577074, + "Sodium_Level": 137.0227105, + "Smoking_Pack_Years": 56.49060538 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.60861517, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.85045682, + "White_Blood_Cell_Count": 7.662694244, + "Platelet_Count": 245.3135133, + "Albumin_Level": 3.118691281, + "Alkaline_Phosphatase_Level": 30.03105513, + "Alanine_Aminotransferase_Level": 26.74619871, + "Aspartate_Aminotransferase_Level": 46.16714753, + "Creatinine_Level": 0.661446871, + "LDH_Level": 215.100498, + "Calcium_Level": 10.35224813, + "Phosphorus_Level": 4.159877709, + "Glucose_Level": 70.65649165, + "Potassium_Level": 3.704847853, + "Sodium_Level": 139.814975, + "Smoking_Pack_Years": 29.31905279 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.95154309, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.63280337, + "White_Blood_Cell_Count": 8.77119372, + "Platelet_Count": 404.3409781, + "Albumin_Level": 4.629758624, + "Alkaline_Phosphatase_Level": 77.11071872, + "Alanine_Aminotransferase_Level": 38.44067872, + "Aspartate_Aminotransferase_Level": 38.36161827, + "Creatinine_Level": 1.375932347, + "LDH_Level": 244.8092169, + "Calcium_Level": 9.304972771, + "Phosphorus_Level": 4.088334154, + "Glucose_Level": 106.2536421, + "Potassium_Level": 4.061153461, + "Sodium_Level": 140.3418141, + "Smoking_Pack_Years": 67.59262659 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.97072123, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.54366372, + "White_Blood_Cell_Count": 9.370314155, + "Platelet_Count": 183.0917842, + "Albumin_Level": 3.865252411, + "Alkaline_Phosphatase_Level": 82.00974504, + "Alanine_Aminotransferase_Level": 32.10057312, + "Aspartate_Aminotransferase_Level": 13.05264431, + "Creatinine_Level": 1.356794251, + "LDH_Level": 242.1172311, + "Calcium_Level": 10.07001448, + "Phosphorus_Level": 4.495540917, + "Glucose_Level": 110.3632269, + "Potassium_Level": 3.765198746, + "Sodium_Level": 139.3139775, + "Smoking_Pack_Years": 53.7816741 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.20727813, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.96242523, + "White_Blood_Cell_Count": 6.783753418, + "Platelet_Count": 328.014469, + "Albumin_Level": 3.307634618, + "Alkaline_Phosphatase_Level": 64.45318042, + "Alanine_Aminotransferase_Level": 15.43149743, + "Aspartate_Aminotransferase_Level": 13.16921525, + "Creatinine_Level": 1.467345955, + "LDH_Level": 226.0904304, + "Calcium_Level": 8.686200096, + "Phosphorus_Level": 3.875178807, + "Glucose_Level": 122.0256264, + "Potassium_Level": 3.64922263, + "Sodium_Level": 139.4203911, + "Smoking_Pack_Years": 36.29246967 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.87317123, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.66423069, + "White_Blood_Cell_Count": 8.555910663, + "Platelet_Count": 394.8000682, + "Albumin_Level": 3.389399187, + "Alkaline_Phosphatase_Level": 68.59480155, + "Alanine_Aminotransferase_Level": 26.14792958, + "Aspartate_Aminotransferase_Level": 20.33952059, + "Creatinine_Level": 0.62881667, + "LDH_Level": 249.5581985, + "Calcium_Level": 8.517830212, + "Phosphorus_Level": 3.802119969, + "Glucose_Level": 70.64729486, + "Potassium_Level": 3.756131313, + "Sodium_Level": 141.2823992, + "Smoking_Pack_Years": 62.05105111 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.13571279, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.49565967, + "White_Blood_Cell_Count": 4.918820712, + "Platelet_Count": 215.2539104, + "Albumin_Level": 4.939980999, + "Alkaline_Phosphatase_Level": 74.74458877, + "Alanine_Aminotransferase_Level": 10.50580755, + "Aspartate_Aminotransferase_Level": 44.10098023, + "Creatinine_Level": 1.39283506, + "LDH_Level": 232.2605593, + "Calcium_Level": 8.005570386, + "Phosphorus_Level": 4.824234123, + "Glucose_Level": 126.6554659, + "Potassium_Level": 3.613684722, + "Sodium_Level": 141.1900583, + "Smoking_Pack_Years": 14.2365032 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.72458026, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.47049754, + "White_Blood_Cell_Count": 7.538017832, + "Platelet_Count": 258.9433493, + "Albumin_Level": 3.557411984, + "Alkaline_Phosphatase_Level": 30.90049541, + "Alanine_Aminotransferase_Level": 14.06726792, + "Aspartate_Aminotransferase_Level": 21.7364949, + "Creatinine_Level": 1.272872478, + "LDH_Level": 120.9888294, + "Calcium_Level": 9.606925632, + "Phosphorus_Level": 4.726742684, + "Glucose_Level": 147.6147802, + "Potassium_Level": 3.891560615, + "Sodium_Level": 137.5330068, + "Smoking_Pack_Years": 26.44910981 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.98320096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.08109203, + "White_Blood_Cell_Count": 8.319988488, + "Platelet_Count": 301.9040088, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.56759271, + "White_Blood_Cell_Count": 6.421304209, + "Platelet_Count": 365.9351778, + "Albumin_Level": 3.020573158, + "Alkaline_Phosphatase_Level": 88.79340002, + "Alanine_Aminotransferase_Level": 15.52860473, + "Aspartate_Aminotransferase_Level": 26.70785016, + "Creatinine_Level": 1.228677229, + "LDH_Level": 112.4384919, + "Calcium_Level": 9.716350244, + "Phosphorus_Level": 3.8796578, + "Glucose_Level": 137.0142473, + "Potassium_Level": 4.026877967, + "Sodium_Level": 144.5800309, + "Smoking_Pack_Years": 62.40037838 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.917342556, + "Phosphorus_Level": 3.499940539, + "Glucose_Level": 148.8607642, + "Potassium_Level": 3.748701123, + "Sodium_Level": 138.0145331, + "Smoking_Pack_Years": 95.28667954 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.77552197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.25622944, + "White_Blood_Cell_Count": 7.347120936, + "Platelet_Count": 387.3895419, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.91583237, + "White_Blood_Cell_Count": 8.789868502, + "Platelet_Count": 185.0994404, + "Albumin_Level": 4.285479305, + "Alkaline_Phosphatase_Level": 52.5394199, + "Alanine_Aminotransferase_Level": 24.07927737, + "Aspartate_Aminotransferase_Level": 33.91299159, + "Creatinine_Level": 0.610894046, + "LDH_Level": 192.506689, + "Calcium_Level": 9.847136891, + "Phosphorus_Level": 3.829090421, + "Glucose_Level": 134.422887, + "Potassium_Level": 3.702676832, + "Sodium_Level": 140.6480859, + "Smoking_Pack_Years": 98.58757939 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.7218537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.96888652, + "White_Blood_Cell_Count": 8.904258939, + "Platelet_Count": 230.035061, + "Albumin_Level": 4.884008098, + "Alkaline_Phosphatase_Level": 106.5916372, + "Alanine_Aminotransferase_Level": 39.25022541, + "Aspartate_Aminotransferase_Level": 41.82120155, + "Creatinine_Level": 1.142621871, + "LDH_Level": 169.4236791, + "Calcium_Level": 8.985852475, + "Phosphorus_Level": 3.762879093, + "Glucose_Level": 127.1409814, + "Potassium_Level": 4.777027775, + "Sodium_Level": 143.5093235, + "Smoking_Pack_Years": 9.965786746 + }, + { + "Age": 31, + "Gender": "Male", + 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232.2744988, + "Calcium_Level": 9.206982807, + "Phosphorus_Level": 3.495465486, + "Glucose_Level": 116.7482885, + "Potassium_Level": 4.93786646, + "Sodium_Level": 136.7875285, + "Smoking_Pack_Years": 27.61431631 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.39201229, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.79842215, + "White_Blood_Cell_Count": 5.268675242, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.03780937, + "White_Blood_Cell_Count": 5.007097897, + "Platelet_Count": 162.5594421, + "Albumin_Level": 4.815475797, + "Alkaline_Phosphatase_Level": 31.08320064, + "Alanine_Aminotransferase_Level": 10.53984226, + "Aspartate_Aminotransferase_Level": 19.96104828, + "Creatinine_Level": 0.775218398, + "LDH_Level": 215.4372117, + "Calcium_Level": 8.742610576, + "Phosphorus_Level": 4.019929196, + "Glucose_Level": 146.2548287, + "Potassium_Level": 3.63428174, + "Sodium_Level": 136.5099005, + "Smoking_Pack_Years": 45.78008645 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.66929999, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.79463063, + "White_Blood_Cell_Count": 5.707225281, + "Platelet_Count": 315.7295747, + "Albumin_Level": 4.5461965, + "Alkaline_Phosphatase_Level": 69.50464813, + "Alanine_Aminotransferase_Level": 20.2394833, + "Aspartate_Aminotransferase_Level": 21.70524288, + "Creatinine_Level": 1.033480928, + "LDH_Level": 129.567742, + "Calcium_Level": 8.27845377, + "Phosphorus_Level": 4.157045678, + "Glucose_Level": 98.23867128, + "Potassium_Level": 3.605629937, + "Sodium_Level": 140.3866785, + "Smoking_Pack_Years": 68.54708884 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.74608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.63792742, + "White_Blood_Cell_Count": 3.968359063, + "Platelet_Count": 380.0383539, + "Albumin_Level": 4.226760616, + "Alkaline_Phosphatase_Level": 44.91970472, + "Alanine_Aminotransferase_Level": 21.55361365, + "Aspartate_Aminotransferase_Level": 42.08545064, + "Creatinine_Level": 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"Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.36457592, + "White_Blood_Cell_Count": 4.130885784, + "Platelet_Count": 192.5654899, + "Albumin_Level": 3.903461957, + "Alkaline_Phosphatase_Level": 49.44980732, + "Alanine_Aminotransferase_Level": 25.93368186, + "Aspartate_Aminotransferase_Level": 46.92482535, + "Creatinine_Level": 1.287662314, + "LDH_Level": 115.3569885, + "Calcium_Level": 9.868464398, + "Phosphorus_Level": 3.634686483, + "Glucose_Level": 77.82011112, + "Potassium_Level": 3.656758201, + "Sodium_Level": 136.6839979, + "Smoking_Pack_Years": 71.14780246 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.63477159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.35881388, + "White_Blood_Cell_Count": 7.759551556, + "Platelet_Count": 363.910582, + "Albumin_Level": 3.595392018, + "Alkaline_Phosphatase_Level": 36.49686161, + "Alanine_Aminotransferase_Level": 10.95804314, + "Aspartate_Aminotransferase_Level": 16.02879946, + "Creatinine_Level": 0.668684728, + "LDH_Level": 183.8428384, + "Calcium_Level": 9.772636076, + "Phosphorus_Level": 4.416845148, + "Glucose_Level": 147.3672413, + "Potassium_Level": 4.186243713, + "Sodium_Level": 142.8710595, + "Smoking_Pack_Years": 65.96376657 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.12311705, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + 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"Aspartate_Aminotransferase_Level": 36.89665578, + "Creatinine_Level": 1.467279375, + "LDH_Level": 206.4292342, + "Calcium_Level": 10.01462645, + "Phosphorus_Level": 3.599030334, + "Glucose_Level": 138.1126884, + "Potassium_Level": 3.958521269, + "Sodium_Level": 138.2617632, + "Smoking_Pack_Years": 19.28083809 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.27351404, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.64899783, + "White_Blood_Cell_Count": 7.455525182, + "Platelet_Count": 415.4431606, + "Albumin_Level": 3.403750905, + "Alkaline_Phosphatase_Level": 83.8537342, + "Alanine_Aminotransferase_Level": 9.307413847, + "Aspartate_Aminotransferase_Level": 26.89151124, + "Creatinine_Level": 1.377076749, + "LDH_Level": 142.1879643, + "Calcium_Level": 9.95430713, + "Phosphorus_Level": 4.089042864, + "Glucose_Level": 113.1937809, + "Potassium_Level": 4.526239266, + "Sodium_Level": 143.2759167, + "Smoking_Pack_Years": 67.22935616 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.95120243, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.27688494, + "White_Blood_Cell_Count": 6.397918042, + "Platelet_Count": 263.8859605, + "Albumin_Level": 4.036174818, + "Alkaline_Phosphatase_Level": 54.5808223, + "Alanine_Aminotransferase_Level": 39.05674897, + "Aspartate_Aminotransferase_Level": 30.68251601, + "Creatinine_Level": 1.483469837, + "LDH_Level": 188.8102246, + "Calcium_Level": 8.490133337, + "Phosphorus_Level": 3.634163158, + "Glucose_Level": 104.284506, + "Potassium_Level": 4.460339299, + "Sodium_Level": 144.4213963, + "Smoking_Pack_Years": 74.17295093 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.49376011, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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12.52759704, + "Aspartate_Aminotransferase_Level": 41.83490196, + "Creatinine_Level": 1.042564359, + "LDH_Level": 235.9762875, + "Calcium_Level": 8.84095739, + "Phosphorus_Level": 4.664087596, + "Glucose_Level": 96.15277104, + "Potassium_Level": 4.135742092, + "Sodium_Level": 143.3185511, + "Smoking_Pack_Years": 17.70698321 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.55191849, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 75, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.3087131, + "White_Blood_Cell_Count": 7.1370778, + "Platelet_Count": 306.874083, + "Albumin_Level": 3.973986495, + "Alkaline_Phosphatase_Level": 47.38167313, + "Alanine_Aminotransferase_Level": 27.02145112, + "Aspartate_Aminotransferase_Level": 22.9979487, + "Creatinine_Level": 1.399565587, + "LDH_Level": 112.0986709, + "Calcium_Level": 8.153145325, + "Phosphorus_Level": 4.909380202, + "Glucose_Level": 149.0588046, + "Potassium_Level": 4.693904407, + "Sodium_Level": 137.8242275, + "Smoking_Pack_Years": 10.16470938 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.93268807, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.55282226, + "White_Blood_Cell_Count": 7.521729544, + "Platelet_Count": 313.7800408, + "Albumin_Level": 4.44602539, + "Alkaline_Phosphatase_Level": 41.3233022, + "Alanine_Aminotransferase_Level": 39.48685673, + "Aspartate_Aminotransferase_Level": 47.86308191, + "Creatinine_Level": 1.023111782, + "LDH_Level": 168.7505757, + "Calcium_Level": 9.943248535, + "Phosphorus_Level": 3.855511757, + "Glucose_Level": 130.3961484, + "Potassium_Level": 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"Aspartate_Aminotransferase_Level": 46.86106917, + "Creatinine_Level": 0.643557047, + "LDH_Level": 213.0947474, + "Calcium_Level": 8.999907722, + "Phosphorus_Level": 4.202264633, + "Glucose_Level": 84.94099514, + "Potassium_Level": 4.566137866, + "Sodium_Level": 142.957887, + "Smoking_Pack_Years": 39.56098692 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.92668724, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 92, + 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"Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.51494117, + "White_Blood_Cell_Count": 7.792289979, + "Platelet_Count": 357.1534936, + "Albumin_Level": 3.669778797, + "Alkaline_Phosphatase_Level": 63.46141858, + "Alanine_Aminotransferase_Level": 33.21847942, + "Aspartate_Aminotransferase_Level": 23.67382836, + "Creatinine_Level": 1.031422245, + "LDH_Level": 182.3814064, + "Calcium_Level": 8.031828651, + "Phosphorus_Level": 4.620772661, + "Glucose_Level": 116.4414718, + "Potassium_Level": 4.558362877, + "Sodium_Level": 143.2312497, + "Smoking_Pack_Years": 91.36256111 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.90416704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.67370122, + "White_Blood_Cell_Count": 8.480741093, + "Platelet_Count": 401.5149982, + "Albumin_Level": 3.594653844, + "Alkaline_Phosphatase_Level": 75.98657255, + 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"Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.94689808, + "White_Blood_Cell_Count": 3.852168319, + "Platelet_Count": 195.1238406, + "Albumin_Level": 4.98875567, + "Alkaline_Phosphatase_Level": 88.40408636, + "Alanine_Aminotransferase_Level": 8.939033711, + "Aspartate_Aminotransferase_Level": 24.74318416, + "Creatinine_Level": 1.415458057, + "LDH_Level": 235.9140549, + "Calcium_Level": 8.319169452, + "Phosphorus_Level": 4.500385121, + "Glucose_Level": 116.150117, + "Potassium_Level": 4.991377508, + "Sodium_Level": 140.1940866, + "Smoking_Pack_Years": 97.30612633 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.6405671, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.11274903, + "White_Blood_Cell_Count": 9.771263316, + "Platelet_Count": 298.584006, + "Albumin_Level": 4.258736688, + "Alkaline_Phosphatase_Level": 89.3199703, + "Alanine_Aminotransferase_Level": 13.88679928, + "Aspartate_Aminotransferase_Level": 36.07808617, + "Creatinine_Level": 0.747462231, + "LDH_Level": 130.1827217, + "Calcium_Level": 8.979097539, + "Phosphorus_Level": 3.790213059, + "Glucose_Level": 80.63249888, + "Potassium_Level": 3.651295116, + "Sodium_Level": 141.8574814, + "Smoking_Pack_Years": 16.33158072 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.14545832, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 18.5087817, + "Aspartate_Aminotransferase_Level": 34.55104221, + "Creatinine_Level": 0.969704806, + "LDH_Level": 169.3784485, + "Calcium_Level": 9.178032269, + "Phosphorus_Level": 4.527796947, + "Glucose_Level": 147.0304811, + "Potassium_Level": 4.338115161, + "Sodium_Level": 138.0840707, + "Smoking_Pack_Years": 88.64695071 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.68692297, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.51331329, + "White_Blood_Cell_Count": 8.529167227, + "Platelet_Count": 400.480685, + "Albumin_Level": 3.570719818, + "Alkaline_Phosphatase_Level": 65.10998483, + "Alanine_Aminotransferase_Level": 33.46591592, + "Aspartate_Aminotransferase_Level": 13.21567227, + "Creatinine_Level": 0.565277028, + "LDH_Level": 235.3941919, + "Calcium_Level": 10.35427286, + "Phosphorus_Level": 4.499545202, + "Glucose_Level": 105.7204099, + "Potassium_Level": 3.609906517, + "Sodium_Level": 141.3328631, + "Smoking_Pack_Years": 58.21172306 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.98208185, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.43126331, + "White_Blood_Cell_Count": 9.264215501, + "Platelet_Count": 350.1511931, + "Albumin_Level": 3.086476726, + "Alkaline_Phosphatase_Level": 51.89742718, + "Alanine_Aminotransferase_Level": 18.08795805, + "Aspartate_Aminotransferase_Level": 48.28726792, + "Creatinine_Level": 1.435085411, + "LDH_Level": 136.3171547, + "Calcium_Level": 9.786601672, + "Phosphorus_Level": 3.048675535, + "Glucose_Level": 143.9247564, + "Potassium_Level": 4.030682686, + "Sodium_Level": 142.4430091, + "Smoking_Pack_Years": 92.60770606 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.18317625, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.81769605, + "White_Blood_Cell_Count": 4.526958153, + "Platelet_Count": 239.3957574, + "Albumin_Level": 4.013981078, + "Alkaline_Phosphatase_Level": 55.37471699, + "Alanine_Aminotransferase_Level": 25.17375563, + "Aspartate_Aminotransferase_Level": 44.61285742, + "Creatinine_Level": 0.858647093, + "LDH_Level": 167.6559574, + "Calcium_Level": 10.17807576, + "Phosphorus_Level": 2.677704633, + "Glucose_Level": 78.91586679, + "Potassium_Level": 4.78973492, + "Sodium_Level": 144.0648587, + "Smoking_Pack_Years": 49.58237152 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.09739238, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.37658706, + "White_Blood_Cell_Count": 6.565064368, + "Platelet_Count": 406.8897391, + "Albumin_Level": 4.801283611, + "Alkaline_Phosphatase_Level": 71.54241337, + "Alanine_Aminotransferase_Level": 33.74085714, + "Aspartate_Aminotransferase_Level": 22.9379154, + "Creatinine_Level": 1.221740256, + "LDH_Level": 231.8368779, + "Calcium_Level": 9.420409394, + "Phosphorus_Level": 4.717314835, + "Glucose_Level": 99.66994256, + "Potassium_Level": 4.937484374, + "Sodium_Level": 138.0807771, + "Smoking_Pack_Years": 23.81621161 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.96683935, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.67985918, + "White_Blood_Cell_Count": 9.590190784, + "Platelet_Count": 229.0306266, + "Albumin_Level": 4.70406191, + "Alkaline_Phosphatase_Level": 36.05249411, + "Alanine_Aminotransferase_Level": 23.41073963, + "Aspartate_Aminotransferase_Level": 12.2184361, + "Creatinine_Level": 0.673503608, + "LDH_Level": 121.6653968, + "Calcium_Level": 8.044926932, + "Phosphorus_Level": 4.728787323, + "Glucose_Level": 137.0839061, + "Potassium_Level": 4.112865246, + "Sodium_Level": 135.0127613, + "Smoking_Pack_Years": 72.20100185 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.46989929, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.84383154, + "White_Blood_Cell_Count": 4.964834928, + "Platelet_Count": 423.0093589, + "Albumin_Level": 4.178006229, + "Alkaline_Phosphatase_Level": 41.02836598, + "Alanine_Aminotransferase_Level": 22.94569505, + "Aspartate_Aminotransferase_Level": 44.078598, + "Creatinine_Level": 1.416534111, + "LDH_Level": 159.8386217, + "Calcium_Level": 9.262003661, + "Phosphorus_Level": 3.558803057, + "Glucose_Level": 148.0054463, + "Potassium_Level": 4.692600277, + "Sodium_Level": 143.6969307, + "Smoking_Pack_Years": 24.46000805 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.99272108, + "Tumor_Location": "Lower 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109.2502761, + "Potassium_Level": 4.073353842, + "Sodium_Level": 142.4885605, + "Smoking_Pack_Years": 92.83654034 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.10671646, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.36006331, + "White_Blood_Cell_Count": 9.597846418, + "Platelet_Count": 333.6470367, + "Albumin_Level": 3.254958066, + "Alkaline_Phosphatase_Level": 70.22184442, + "Alanine_Aminotransferase_Level": 12.73039431, + "Aspartate_Aminotransferase_Level": 38.67401661, + "Creatinine_Level": 1.06861314, + "LDH_Level": 217.6167333, + "Calcium_Level": 9.543106082, + "Phosphorus_Level": 3.314168795, + "Glucose_Level": 96.47710228, + "Potassium_Level": 4.287517359, + "Sodium_Level": 141.6700102, + "Smoking_Pack_Years": 72.62524044 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.74338838, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.18624301, + "White_Blood_Cell_Count": 3.52825085, + "Platelet_Count": 172.4513155, + "Albumin_Level": 3.359400709, + "Alkaline_Phosphatase_Level": 104.4330243, + "Alanine_Aminotransferase_Level": 27.71908697, + "Aspartate_Aminotransferase_Level": 32.66681718, + "Creatinine_Level": 0.96782454, + "LDH_Level": 159.451179, + "Calcium_Level": 10.40309367, + "Phosphorus_Level": 3.313726812, + "Glucose_Level": 77.3754645, + "Potassium_Level": 4.008184405, + "Sodium_Level": 143.5592055, + "Smoking_Pack_Years": 1.297462589 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 77.61694234, + "Alanine_Aminotransferase_Level": 13.35454561, + "Aspartate_Aminotransferase_Level": 12.46989859, + "Creatinine_Level": 1.264620321, + "LDH_Level": 123.6409561, + "Calcium_Level": 8.237576425, + "Phosphorus_Level": 2.526251532, + "Glucose_Level": 112.0005453, + "Potassium_Level": 4.035723392, + "Sodium_Level": 139.0149807, + "Smoking_Pack_Years": 29.4988796 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.89879115, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.08742931, + "White_Blood_Cell_Count": 7.917025738, + "Platelet_Count": 378.9144549, + "Albumin_Level": 4.401066537, + "Alkaline_Phosphatase_Level": 75.36661012, + "Alanine_Aminotransferase_Level": 19.57985037, + "Aspartate_Aminotransferase_Level": 33.71396204, + "Creatinine_Level": 0.949739779, + "LDH_Level": 215.8869124, + "Calcium_Level": 8.356467306, + "Phosphorus_Level": 3.619112689, + "Glucose_Level": 121.5836183, + "Potassium_Level": 4.898854253, + "Sodium_Level": 136.6554755, + "Smoking_Pack_Years": 28.30987593 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.79561103, + "White_Blood_Cell_Count": 9.460665018, + "Platelet_Count": 277.7388118, + "Albumin_Level": 4.094460103, + "Alkaline_Phosphatase_Level": 70.12625795, + "Alanine_Aminotransferase_Level": 23.76902955, + "Aspartate_Aminotransferase_Level": 34.41998963, + "Creatinine_Level": 1.328910885, + "LDH_Level": 247.6799808, + "Calcium_Level": 8.879762121, + "Phosphorus_Level": 4.646383611, + "Glucose_Level": 119.6594496, + "Potassium_Level": 3.93221251, + "Sodium_Level": 137.8823073, + "Smoking_Pack_Years": 49.5741594 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.41591947, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.18436635, + "White_Blood_Cell_Count": 7.973085687, + "Platelet_Count": 187.8466078, + "Albumin_Level": 4.962095725, + "Alkaline_Phosphatase_Level": 64.39402235, + "Alanine_Aminotransferase_Level": 20.28603287, + "Aspartate_Aminotransferase_Level": 18.14554691, + "Creatinine_Level": 0.640546071, + "LDH_Level": 175.1860999, + "Calcium_Level": 8.586343556, + "Phosphorus_Level": 3.189389275, + "Glucose_Level": 80.56677969, + "Potassium_Level": 4.436149875, + "Sodium_Level": 136.0149559, + "Smoking_Pack_Years": 18.50603901 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.21846275, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.86042817, + "White_Blood_Cell_Count": 6.469890344, + "Platelet_Count": 361.0902128, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.02909861, + "White_Blood_Cell_Count": 4.508454977, + "Platelet_Count": 233.6874351, + "Albumin_Level": 4.830877939, + "Alkaline_Phosphatase_Level": 65.86126939, + "Alanine_Aminotransferase_Level": 13.67856602, + "Aspartate_Aminotransferase_Level": 19.84033824, + "Creatinine_Level": 1.334034903, + "LDH_Level": 232.9367213, + "Calcium_Level": 10.45751154, + "Phosphorus_Level": 3.803413843, + "Glucose_Level": 97.71436038, + "Potassium_Level": 4.170606835, + "Sodium_Level": 138.2545981, + "Smoking_Pack_Years": 88.02696392 + }, + { + "Age": 47, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.36135441, + "White_Blood_Cell_Count": 5.126620393, + "Platelet_Count": 221.0038126, + "Albumin_Level": 4.053071491, + "Alkaline_Phosphatase_Level": 54.2351273, + "Alanine_Aminotransferase_Level": 23.88246629, + "Aspartate_Aminotransferase_Level": 10.99228613, + "Creatinine_Level": 1.268271669, + "LDH_Level": 207.863007, + "Calcium_Level": 9.427496502, + "Phosphorus_Level": 3.989039361, + "Glucose_Level": 82.05991077, + "Potassium_Level": 4.811788758, + "Sodium_Level": 142.0325535, + "Smoking_Pack_Years": 30.69940328 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.60718946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.80559448, + "White_Blood_Cell_Count": 7.255393779, + "Platelet_Count": 373.761882, + "Albumin_Level": 3.592987309, + "Alkaline_Phosphatase_Level": 66.95656557, + "Alanine_Aminotransferase_Level": 5.724878133, + "Aspartate_Aminotransferase_Level": 46.62744989, + "Creatinine_Level": 0.545638627, + "LDH_Level": 187.0639635, + "Calcium_Level": 10.3051363, + "Phosphorus_Level": 4.648879834, + "Glucose_Level": 133.5300209, + "Potassium_Level": 3.812077083, + "Sodium_Level": 138.567931, + "Smoking_Pack_Years": 88.46890404 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.2011327, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.30106038, + "White_Blood_Cell_Count": 8.608929953, + "Platelet_Count": 269.4031224, + "Albumin_Level": 3.32314459, + "Alkaline_Phosphatase_Level": 60.189742, + "Alanine_Aminotransferase_Level": 6.200274406, + "Aspartate_Aminotransferase_Level": 25.06708915, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.8725168, + "White_Blood_Cell_Count": 8.458634315, + "Platelet_Count": 158.1893512, + "Albumin_Level": 3.077887819, + "Alkaline_Phosphatase_Level": 63.4007183, + "Alanine_Aminotransferase_Level": 33.65129618, + "Aspartate_Aminotransferase_Level": 36.2696287, + "Creatinine_Level": 0.822163302, + "LDH_Level": 152.0296017, + "Calcium_Level": 9.200129314, + "Phosphorus_Level": 3.425044921, + "Glucose_Level": 105.4744417, + "Potassium_Level": 3.975632113, + "Sodium_Level": 142.8281529, + "Smoking_Pack_Years": 63.5321422 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.28886979, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.01586022, + "White_Blood_Cell_Count": 6.470819231, + "Platelet_Count": 170.3906955, + "Albumin_Level": 3.492876598, + "Alkaline_Phosphatase_Level": 51.88010147, + "Alanine_Aminotransferase_Level": 38.72939139, + "Aspartate_Aminotransferase_Level": 47.01165861, + "Creatinine_Level": 0.824369819, + "LDH_Level": 122.7706296, + "Calcium_Level": 9.526583786, + "Phosphorus_Level": 3.507797908, + "Glucose_Level": 135.6771922, + "Potassium_Level": 4.99991059, + "Sodium_Level": 140.3898928, + "Smoking_Pack_Years": 94.79302921 + }, + { 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0.754805862, + "LDH_Level": 202.0089175, + "Calcium_Level": 9.16737472, + "Phosphorus_Level": 2.951838603, + "Glucose_Level": 117.234363, + "Potassium_Level": 3.650935926, + "Sodium_Level": 142.3776443, + "Smoking_Pack_Years": 41.98851605 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.57671731, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.84217773, + "White_Blood_Cell_Count": 4.008821771, + "Platelet_Count": 239.1416334, + "Albumin_Level": 4.093475885, + "Alkaline_Phosphatase_Level": 35.48739099, + "Alanine_Aminotransferase_Level": 35.25985474, + "Aspartate_Aminotransferase_Level": 27.92439263, + "Creatinine_Level": 1.488206548, + "LDH_Level": 176.4974183, + "Calcium_Level": 9.153770151, + "Phosphorus_Level": 4.40997199, + "Glucose_Level": 115.7115683, + "Potassium_Level": 4.00680185, + "Sodium_Level": 139.4774385, + "Smoking_Pack_Years": 6.894892552 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.46915183, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.80207856, + "White_Blood_Cell_Count": 9.500472024, + "Platelet_Count": 203.8563673, + "Albumin_Level": 3.657481549, + "Alkaline_Phosphatase_Level": 76.18302067, + "Alanine_Aminotransferase_Level": 16.70047895, + "Aspartate_Aminotransferase_Level": 42.61030915, + "Creatinine_Level": 0.912805044, + "LDH_Level": 233.4314596, + "Calcium_Level": 8.807593682, + "Phosphorus_Level": 3.254666572, + "Glucose_Level": 128.6876069, + "Potassium_Level": 4.352758706, + "Sodium_Level": 136.3558185, + "Smoking_Pack_Years": 34.57317728 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.23658337, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.21077156, + "White_Blood_Cell_Count": 9.662637234, + "Platelet_Count": 232.9169926, + "Albumin_Level": 4.219848943, + "Alkaline_Phosphatase_Level": 65.24674113, + "Alanine_Aminotransferase_Level": 5.301811902, + "Aspartate_Aminotransferase_Level": 21.08830981, + "Creatinine_Level": 0.981687518, + "LDH_Level": 142.7042403, + "Calcium_Level": 8.846847981, + "Phosphorus_Level": 3.689360786, + "Glucose_Level": 145.4192414, + "Potassium_Level": 4.183561657, + "Sodium_Level": 140.1331163, + "Smoking_Pack_Years": 33.70849336 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.76718702, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.12249981, + "White_Blood_Cell_Count": 9.544943906, + "Platelet_Count": 275.9056636, + "Albumin_Level": 3.320970818, + "Alkaline_Phosphatase_Level": 83.22355963, + "Alanine_Aminotransferase_Level": 11.13928424, + "Aspartate_Aminotransferase_Level": 28.67928178, + "Creatinine_Level": 0.677007241, + "LDH_Level": 186.1623853, + "Calcium_Level": 8.328535029, + "Phosphorus_Level": 2.982703884, + "Glucose_Level": 131.1954428, + "Potassium_Level": 4.930377185, + "Sodium_Level": 144.2880088, + "Smoking_Pack_Years": 78.69561298 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.8943945, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.13247463, + "White_Blood_Cell_Count": 4.186833134, + "Platelet_Count": 337.5708958, + "Albumin_Level": 4.811090079, + "Alkaline_Phosphatase_Level": 81.51077468, + "Alanine_Aminotransferase_Level": 36.25520139, + "Aspartate_Aminotransferase_Level": 12.4173568, + "Creatinine_Level": 0.586919168, + "LDH_Level": 138.8309725, + "Calcium_Level": 8.321924614, + "Phosphorus_Level": 4.369192362, + "Glucose_Level": 149.4455935, + "Potassium_Level": 4.528251232, + "Sodium_Level": 135.9746508, + "Smoking_Pack_Years": 17.10485315 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.75279123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.36204854, + "White_Blood_Cell_Count": 4.584911435, + "Platelet_Count": 449.5458038, + "Albumin_Level": 3.343572464, + "Alkaline_Phosphatase_Level": 52.79654741, + "Alanine_Aminotransferase_Level": 9.292819485, + "Aspartate_Aminotransferase_Level": 49.24267947, + "Creatinine_Level": 0.564045492, + "LDH_Level": 106.0992118, + "Calcium_Level": 9.722460572, + "Phosphorus_Level": 3.523129304, + "Glucose_Level": 146.4443956, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 17.18451651, + "Aspartate_Aminotransferase_Level": 48.55639581, + "Creatinine_Level": 0.563890986, + "LDH_Level": 180.84464, + "Calcium_Level": 9.743380604, + "Phosphorus_Level": 4.725505545, + "Glucose_Level": 116.5495885, + "Potassium_Level": 3.923901706, + "Sodium_Level": 138.3980934, + "Smoking_Pack_Years": 53.83194221 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.56204368, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.12547248, + "White_Blood_Cell_Count": 9.581544523, + "Platelet_Count": 321.3417815, + "Albumin_Level": 3.893701591, + "Alkaline_Phosphatase_Level": 109.4425499, + "Alanine_Aminotransferase_Level": 9.443707139, + "Aspartate_Aminotransferase_Level": 13.11863901, + "Creatinine_Level": 0.668200766, + "LDH_Level": 150.0253309, + "Calcium_Level": 9.243684362, + "Phosphorus_Level": 2.737089012, + "Glucose_Level": 128.6683312, + "Potassium_Level": 4.095517044, + "Sodium_Level": 135.080758, + "Smoking_Pack_Years": 44.56979778 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.93628972, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.53138147, + "White_Blood_Cell_Count": 4.804520195, + "Platelet_Count": 427.6055685, + "Albumin_Level": 4.371759656, + "Alkaline_Phosphatase_Level": 46.7609828, + "Alanine_Aminotransferase_Level": 32.43856311, + "Aspartate_Aminotransferase_Level": 42.21125705, + "Creatinine_Level": 0.546964975, + "LDH_Level": 123.8664738, + "Calcium_Level": 10.24034314, + "Phosphorus_Level": 3.503857094, + "Glucose_Level": 141.0001216, + "Potassium_Level": 3.802919271, + "Sodium_Level": 138.3306913, + "Smoking_Pack_Years": 97.27670381 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.47191534, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 21.88020042, + "Aspartate_Aminotransferase_Level": 47.72575664, + "Creatinine_Level": 1.351481332, + "LDH_Level": 145.0355778, + "Calcium_Level": 9.239810413, + "Phosphorus_Level": 4.216807298, + "Glucose_Level": 137.0643408, + "Potassium_Level": 4.950548193, + "Sodium_Level": 140.1111739, + "Smoking_Pack_Years": 82.68229797 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.81129429, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.69046752, + "White_Blood_Cell_Count": 3.925240144, + "Platelet_Count": 342.9204609, + "Albumin_Level": 4.40929017, + "Alkaline_Phosphatase_Level": 110.3840701, + "Alanine_Aminotransferase_Level": 38.5245147, + "Aspartate_Aminotransferase_Level": 16.09386983, + "Creatinine_Level": 0.709923439, + "LDH_Level": 157.3920773, + "Calcium_Level": 9.059386144, + "Phosphorus_Level": 4.459647733, + "Glucose_Level": 90.11774998, + "Potassium_Level": 4.219208313, + "Sodium_Level": 144.4599815, + "Smoking_Pack_Years": 52.86075334 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.35958335, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.27310919, + "White_Blood_Cell_Count": 6.958187744, + "Platelet_Count": 215.417768, + "Albumin_Level": 3.990143081, + "Alkaline_Phosphatase_Level": 115.6177301, + "Alanine_Aminotransferase_Level": 34.59719765, + "Aspartate_Aminotransferase_Level": 13.22380977, + "Creatinine_Level": 1.140669136, + "LDH_Level": 200.8855127, + "Calcium_Level": 8.108583432, + "Phosphorus_Level": 4.343293938, + "Glucose_Level": 117.959436, + "Potassium_Level": 3.541181709, + "Sodium_Level": 135.6637965, + "Smoking_Pack_Years": 45.49829408 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.30629483, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.39404248, + "White_Blood_Cell_Count": 6.673830303, + "Platelet_Count": 317.9638694, + "Albumin_Level": 3.952252845, + "Alkaline_Phosphatase_Level": 70.61530575, + "Alanine_Aminotransferase_Level": 27.94018817, + "Aspartate_Aminotransferase_Level": 10.28229892, + "Creatinine_Level": 1.183010635, + "LDH_Level": 123.2608584, + "Calcium_Level": 9.946983183, + "Phosphorus_Level": 4.765223614, + "Glucose_Level": 107.5487177, + "Potassium_Level": 4.15794052, + "Sodium_Level": 142.312004, + "Smoking_Pack_Years": 78.42160128 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.9843741, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.87297279, + "White_Blood_Cell_Count": 8.417920046, + "Platelet_Count": 235.8490423, + "Albumin_Level": 3.716516051, + "Alkaline_Phosphatase_Level": 67.98533061, + "Alanine_Aminotransferase_Level": 19.51375279, + "Aspartate_Aminotransferase_Level": 32.51359947, + "Creatinine_Level": 0.765977692, + "LDH_Level": 142.4842447, + "Calcium_Level": 8.763353478, + "Phosphorus_Level": 3.460201746, + "Glucose_Level": 72.3104626, + "Potassium_Level": 4.429577491, + "Sodium_Level": 135.9809819, + "Smoking_Pack_Years": 43.34214203 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.82841339, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.01489719, + "White_Blood_Cell_Count": 7.907131234, + "Platelet_Count": 348.3549673, + "Albumin_Level": 3.151117242, + "Alkaline_Phosphatase_Level": 88.81632592, + "Alanine_Aminotransferase_Level": 14.13089045, + "Aspartate_Aminotransferase_Level": 18.03913781, + "Creatinine_Level": 1.034584473, + "LDH_Level": 123.4755666, + "Calcium_Level": 8.407594006, + "Phosphorus_Level": 2.733057533, + "Glucose_Level": 146.7067155, + "Potassium_Level": 3.789386953, + "Sodium_Level": 139.1291937, + "Smoking_Pack_Years": 58.91232811 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.84914004, + "Tumor_Location": 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100.0797767, + "Potassium_Level": 4.60932505, + "Sodium_Level": 144.7006444, + "Smoking_Pack_Years": 59.25648902 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.49807344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.01339304, + "White_Blood_Cell_Count": 6.692394708, + "Platelet_Count": 281.5380755, + "Albumin_Level": 4.41065535, + "Alkaline_Phosphatase_Level": 59.12418025, + "Alanine_Aminotransferase_Level": 33.53177357, + "Aspartate_Aminotransferase_Level": 36.76083945, + "Creatinine_Level": 1.492973889, + "LDH_Level": 184.061644, + "Calcium_Level": 10.06800433, + "Phosphorus_Level": 4.901646933, + "Glucose_Level": 119.825582, + "Potassium_Level": 3.837689676, + "Sodium_Level": 143.7746569, + "Smoking_Pack_Years": 95.92047386 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.02776744, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.01602415, + "White_Blood_Cell_Count": 4.708831295, + "Platelet_Count": 347.8300227, + "Albumin_Level": 3.656298042, + "Alkaline_Phosphatase_Level": 43.32158478, + "Alanine_Aminotransferase_Level": 30.29096732, + "Aspartate_Aminotransferase_Level": 41.83343281, + "Creatinine_Level": 0.714662076, + "LDH_Level": 235.9705029, + "Calcium_Level": 10.22363596, + "Phosphorus_Level": 3.137711973, + "Glucose_Level": 145.1978051, + "Potassium_Level": 3.972310764, + "Sodium_Level": 139.5376007, + "Smoking_Pack_Years": 27.40032193 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.97899786, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.04767112, + "White_Blood_Cell_Count": 8.57009931, + "Platelet_Count": 287.6553863, + "Albumin_Level": 4.350183663, + "Alkaline_Phosphatase_Level": 119.0947837, + "Alanine_Aminotransferase_Level": 38.58856464, + "Aspartate_Aminotransferase_Level": 35.80267228, + "Creatinine_Level": 1.497971546, + "LDH_Level": 231.7550095, + "Calcium_Level": 10.0130802, + "Phosphorus_Level": 3.725420053, + "Glucose_Level": 89.27615881, + "Potassium_Level": 4.698811457, + "Sodium_Level": 141.8682475, + "Smoking_Pack_Years": 15.0230036 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.61804578, + "Tumor_Location": 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103.6586163, + "Potassium_Level": 3.794489176, + "Sodium_Level": 140.4444103, + "Smoking_Pack_Years": 77.97679347 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.42475289, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.8823523, + "White_Blood_Cell_Count": 8.50518678, + "Platelet_Count": 260.9884778, + "Albumin_Level": 4.46464546, + "Alkaline_Phosphatase_Level": 77.73650031, + "Alanine_Aminotransferase_Level": 25.99147409, + "Aspartate_Aminotransferase_Level": 27.17935975, + "Creatinine_Level": 0.657416033, + "LDH_Level": 248.0802512, + "Calcium_Level": 10.08405316, + "Phosphorus_Level": 3.452187498, + "Glucose_Level": 90.98161003, + "Potassium_Level": 4.733652852, + "Sodium_Level": 139.2184438, + "Smoking_Pack_Years": 38.87015871 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.95014185, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.63104608, + "White_Blood_Cell_Count": 7.556354245, + "Platelet_Count": 336.8275996, + "Albumin_Level": 4.096264931, + "Alkaline_Phosphatase_Level": 89.90009597, + "Alanine_Aminotransferase_Level": 20.49413672, + "Aspartate_Aminotransferase_Level": 43.91562312, + "Creatinine_Level": 0.972190792, + "LDH_Level": 230.1271181, + "Calcium_Level": 8.544915182, + "Phosphorus_Level": 4.343252211, + "Glucose_Level": 116.1479262, + "Potassium_Level": 4.775562285, + "Sodium_Level": 137.7932417, + "Smoking_Pack_Years": 35.08089109 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.44772943, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.63529642, + "White_Blood_Cell_Count": 4.889244782, + "Platelet_Count": 417.4169509, + "Albumin_Level": 3.436265623, + "Alkaline_Phosphatase_Level": 110.6708272, + "Alanine_Aminotransferase_Level": 24.90629488, + "Aspartate_Aminotransferase_Level": 32.01339817, + "Creatinine_Level": 0.957495876, + "LDH_Level": 224.289716, + "Calcium_Level": 9.530252982, + "Phosphorus_Level": 4.507000128, + "Glucose_Level": 84.24444774, + "Potassium_Level": 4.362191583, + "Sodium_Level": 142.4661349, + "Smoking_Pack_Years": 17.25139377 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.82694105, + "Tumor_Location": 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"Glucose_Level": 119.1277503, + "Potassium_Level": 4.908172295, + "Sodium_Level": 140.5811112, + "Smoking_Pack_Years": 18.90122629 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.7840412, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.28741071, + "White_Blood_Cell_Count": 3.926546705, + "Platelet_Count": 251.4670563, + "Albumin_Level": 4.650539527, + "Alkaline_Phosphatase_Level": 84.06464925, + "Alanine_Aminotransferase_Level": 21.4207954, + "Aspartate_Aminotransferase_Level": 42.69517545, + "Creatinine_Level": 0.675243395, + "LDH_Level": 110.1407927, + "Calcium_Level": 9.485716216, + "Phosphorus_Level": 2.566356917, + "Glucose_Level": 136.526637, + "Potassium_Level": 3.505925339, + "Sodium_Level": 144.7775558, + "Smoking_Pack_Years": 30.31219538 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.84461729, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.50203877, + "White_Blood_Cell_Count": 7.847245013, + "Platelet_Count": 436.646016, + "Albumin_Level": 4.099815534, + "Alkaline_Phosphatase_Level": 50.55439586, + "Alanine_Aminotransferase_Level": 39.84578524, + "Aspartate_Aminotransferase_Level": 43.99963201, + "Creatinine_Level": 1.133961834, + "LDH_Level": 210.225251, + "Calcium_Level": 9.0570557, + "Phosphorus_Level": 4.23966099, + "Glucose_Level": 143.5819055, + "Potassium_Level": 3.946222523, + "Sodium_Level": 144.31431, + "Smoking_Pack_Years": 6.665643784 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.27711902, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.42419669, + "White_Blood_Cell_Count": 4.095333613, + "Platelet_Count": 434.7303295, + "Albumin_Level": 3.839776956, + "Alkaline_Phosphatase_Level": 76.33150105, + "Alanine_Aminotransferase_Level": 30.24604577, + "Aspartate_Aminotransferase_Level": 12.49587869, + "Creatinine_Level": 1.152640654, + "LDH_Level": 196.1947302, + "Calcium_Level": 9.272184021, + 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128.5345511, + "Calcium_Level": 9.506895287, + "Phosphorus_Level": 3.105837649, + "Glucose_Level": 130.2544304, + "Potassium_Level": 4.922098557, + "Sodium_Level": 136.8798141, + "Smoking_Pack_Years": 25.9935076 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.97532859, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.1085015, + "White_Blood_Cell_Count": 9.156546512, + "Platelet_Count": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.57321443, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.13686401, + "White_Blood_Cell_Count": 6.819216711, + "Platelet_Count": 196.277088, + "Albumin_Level": 4.864009885, + "Alkaline_Phosphatase_Level": 83.82867801, + "Alanine_Aminotransferase_Level": 19.33820768, + "Aspartate_Aminotransferase_Level": 32.17008544, + "Creatinine_Level": 0.751532508, + "LDH_Level": 163.0204859, + "Calcium_Level": 9.997931003, + "Phosphorus_Level": 3.624943444, + "Glucose_Level": 111.2608117, + "Potassium_Level": 4.956561921, + "Sodium_Level": 140.9433435, + "Smoking_Pack_Years": 89.87752218 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.02131307, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.4000367, + "White_Blood_Cell_Count": 9.045373503, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.58724795, + "White_Blood_Cell_Count": 6.722717619, + "Platelet_Count": 246.7057891, + "Albumin_Level": 4.3744948, + "Alkaline_Phosphatase_Level": 62.80179729, + "Alanine_Aminotransferase_Level": 31.62018669, + "Aspartate_Aminotransferase_Level": 23.21833425, + "Creatinine_Level": 0.852823327, + "LDH_Level": 106.3532847, + "Calcium_Level": 9.951824301, + "Phosphorus_Level": 4.931678061, + "Glucose_Level": 141.6525516, + "Potassium_Level": 4.241570495, + "Sodium_Level": 140.8773718, + "Smoking_Pack_Years": 43.92834224 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.47854299, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.86617531, + "White_Blood_Cell_Count": 4.954087864, + "Platelet_Count": 334.1978112, + "Albumin_Level": 4.482523815, + "Alkaline_Phosphatase_Level": 40.48024399, + "Alanine_Aminotransferase_Level": 19.57637309, + "Aspartate_Aminotransferase_Level": 32.81535405, + "Creatinine_Level": 0.675441074, + "LDH_Level": 236.0008088, + "Calcium_Level": 9.174381363, + "Phosphorus_Level": 4.080538461, + "Glucose_Level": 78.21193103, + "Potassium_Level": 3.971696911, + "Sodium_Level": 141.5381258, + "Smoking_Pack_Years": 58.12448129 + }, + { 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.24642299, + "White_Blood_Cell_Count": 4.039604412, + "Platelet_Count": 317.3192627, + "Albumin_Level": 3.165291241, + "Alkaline_Phosphatase_Level": 84.48001865, + "Alanine_Aminotransferase_Level": 21.12670141, + "Aspartate_Aminotransferase_Level": 15.60923358, + "Creatinine_Level": 0.694926272, + "LDH_Level": 206.3089678, + "Calcium_Level": 8.019720084, + "Phosphorus_Level": 4.448122706, + "Glucose_Level": 85.10257852, + "Potassium_Level": 3.61328459, + "Sodium_Level": 142.0696527, + "Smoking_Pack_Years": 42.8679165 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.17024373, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.1705891, + "White_Blood_Cell_Count": 5.028364382, + "Platelet_Count": 189.598641, + "Albumin_Level": 3.711924065, + "Alkaline_Phosphatase_Level": 114.8858971, + "Alanine_Aminotransferase_Level": 31.4584381, + "Aspartate_Aminotransferase_Level": 13.20290142, + "Creatinine_Level": 1.218209743, 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"Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.41560001, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.59661451, + "White_Blood_Cell_Count": 4.997170407, + "Platelet_Count": 218.1916389, + "Albumin_Level": 4.750986007, + "Alkaline_Phosphatase_Level": 110.16387, + "Alanine_Aminotransferase_Level": 17.08529774, + "Aspartate_Aminotransferase_Level": 25.45271109, + "Creatinine_Level": 1.207697504, + "LDH_Level": 158.9163614, + "Calcium_Level": 8.744661775, + "Phosphorus_Level": 3.377327562, + "Glucose_Level": 132.7059314, + "Potassium_Level": 4.665425587, + "Sodium_Level": 143.387461, + "Smoking_Pack_Years": 37.97145863 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.13347572, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.13156365, + "White_Blood_Cell_Count": 7.100088959, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.77315372, + "White_Blood_Cell_Count": 6.469000168, + "Platelet_Count": 354.8508424, + "Albumin_Level": 3.701606405, + "Alkaline_Phosphatase_Level": 104.4800595, + "Alanine_Aminotransferase_Level": 28.93869698, + "Aspartate_Aminotransferase_Level": 11.55945227, + "Creatinine_Level": 1.081769361, + "LDH_Level": 211.7464869, + "Calcium_Level": 9.707575464, + "Phosphorus_Level": 3.955138905, + "Glucose_Level": 139.802801, + "Potassium_Level": 3.685552268, + "Sodium_Level": 142.5803112, + "Smoking_Pack_Years": 38.47829648 + }, + { 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1.327084866, + "LDH_Level": 168.3957477, + "Calcium_Level": 8.604268221, + "Phosphorus_Level": 2.665315949, + "Glucose_Level": 136.6105248, + "Potassium_Level": 4.594351203, + "Sodium_Level": 142.0080479, + "Smoking_Pack_Years": 11.91833494 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.02694013, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.41769918, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.2553528, + "White_Blood_Cell_Count": 6.06269468, + "Platelet_Count": 261.3034679, + "Albumin_Level": 4.244328406, + "Alkaline_Phosphatase_Level": 81.96430384, + "Alanine_Aminotransferase_Level": 23.05169632, + "Aspartate_Aminotransferase_Level": 39.50810202, + "Creatinine_Level": 0.904071752, + "LDH_Level": 176.9483529, + "Calcium_Level": 9.546392598, + "Phosphorus_Level": 4.599365925, + "Glucose_Level": 148.4688563, + "Potassium_Level": 3.67932704, + "Sodium_Level": 140.1326754, + "Smoking_Pack_Years": 12.21673215 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.10477794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.4867748, + "White_Blood_Cell_Count": 8.925890278, + "Platelet_Count": 216.204971, + "Albumin_Level": 3.18704938, + "Alkaline_Phosphatase_Level": 51.47994558, + "Alanine_Aminotransferase_Level": 32.9079464, + "Aspartate_Aminotransferase_Level": 13.72382604, + "Creatinine_Level": 1.075964628, + "LDH_Level": 136.2252873, + "Calcium_Level": 8.213579551, + "Phosphorus_Level": 3.922866458, + "Glucose_Level": 107.3310981, + "Potassium_Level": 4.90309073, + "Sodium_Level": 138.2657997, + "Smoking_Pack_Years": 99.37379414 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.7134138, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.85754425, + "White_Blood_Cell_Count": 8.216634107, + "Platelet_Count": 353.6922368, + "Albumin_Level": 4.078035787, + "Alkaline_Phosphatase_Level": 80.86389056, + "Alanine_Aminotransferase_Level": 12.00431315, + "Aspartate_Aminotransferase_Level": 33.74802738, + "Creatinine_Level": 0.788734748, + "LDH_Level": 176.6527311, + "Calcium_Level": 8.995239528, + "Phosphorus_Level": 4.853437419, + "Glucose_Level": 126.8632063, + "Potassium_Level": 4.008980805, + "Sodium_Level": 141.3664031, + "Smoking_Pack_Years": 67.51745116 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.0470605, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.26723907, + "White_Blood_Cell_Count": 9.860881644, + "Platelet_Count": 243.3772644, + "Albumin_Level": 3.687546876, + "Alkaline_Phosphatase_Level": 111.6443959, + "Alanine_Aminotransferase_Level": 36.27177222, + "Aspartate_Aminotransferase_Level": 14.20577798, + "Creatinine_Level": 1.355524254, + "LDH_Level": 237.8415599, + "Calcium_Level": 10.11423643, + "Phosphorus_Level": 3.925222768, + "Glucose_Level": 146.5352012, + "Potassium_Level": 4.56527781, + "Sodium_Level": 136.9217443, + "Smoking_Pack_Years": 18.21052664 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.37330814, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.8796635, + "White_Blood_Cell_Count": 3.532973301, + "Platelet_Count": 398.6318135, + "Albumin_Level": 4.553543154, + "Alkaline_Phosphatase_Level": 94.24338629, + "Alanine_Aminotransferase_Level": 20.26489101, + "Aspartate_Aminotransferase_Level": 24.87370598, + "Creatinine_Level": 1.335563722, + "LDH_Level": 202.9015423, + "Calcium_Level": 8.515886544, + "Phosphorus_Level": 3.61547155, + "Glucose_Level": 92.59254739, + "Potassium_Level": 4.457129352, + "Sodium_Level": 138.228656, + "Smoking_Pack_Years": 44.67470816 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.01160568, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.64316961, + "White_Blood_Cell_Count": 7.878609507, + "Platelet_Count": 305.9867186, + "Albumin_Level": 4.982386655, + "Alkaline_Phosphatase_Level": 103.8632215, + "Alanine_Aminotransferase_Level": 24.53434817, + "Aspartate_Aminotransferase_Level": 11.1358038, + "Creatinine_Level": 0.730801393, + "LDH_Level": 165.5363507, + "Calcium_Level": 9.155905313, + "Phosphorus_Level": 4.492688927, + "Glucose_Level": 126.7938342, + "Potassium_Level": 3.803118442, + "Sodium_Level": 138.6176451, + "Smoking_Pack_Years": 8.464450367 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.3618004, + "Tumor_Location": 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41.70406565, + "Alanine_Aminotransferase_Level": 33.64783916, + "Aspartate_Aminotransferase_Level": 26.96758866, + "Creatinine_Level": 0.560124203, + "LDH_Level": 190.5929899, + "Calcium_Level": 10.35345094, + "Phosphorus_Level": 3.243398995, + "Glucose_Level": 80.1981392, + "Potassium_Level": 4.389857803, + "Sodium_Level": 143.355133, + "Smoking_Pack_Years": 53.74287492 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.77284136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.49433148, + "White_Blood_Cell_Count": 5.138552765, + "Platelet_Count": 236.4765094, + "Albumin_Level": 3.426033408, + "Alkaline_Phosphatase_Level": 59.1370032, + "Alanine_Aminotransferase_Level": 13.5344079, + "Aspartate_Aminotransferase_Level": 29.01517711, + "Creatinine_Level": 1.218599864, + "LDH_Level": 245.1018675, + "Calcium_Level": 9.486321328, + "Phosphorus_Level": 3.431390453, + "Glucose_Level": 118.4647431, + "Potassium_Level": 4.811927073, + "Sodium_Level": 143.4992187, + "Smoking_Pack_Years": 35.76195945 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.63043263, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.75558624, + "White_Blood_Cell_Count": 7.533546032, + "Platelet_Count": 313.9868012, + "Albumin_Level": 3.029847675, + "Alkaline_Phosphatase_Level": 52.38370324, + "Alanine_Aminotransferase_Level": 27.7326371, + "Aspartate_Aminotransferase_Level": 40.45304239, + "Creatinine_Level": 1.111059847, + "LDH_Level": 175.9241728, + "Calcium_Level": 9.452440169, + "Phosphorus_Level": 4.315945929, + "Glucose_Level": 101.6735378, + "Potassium_Level": 3.563287963, + "Sodium_Level": 136.1334614, + "Smoking_Pack_Years": 87.77766117 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.38651127, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.85817155, + "White_Blood_Cell_Count": 9.1447054, + "Platelet_Count": 356.5720488, + "Albumin_Level": 3.526248384, + "Alkaline_Phosphatase_Level": 47.94584811, + "Alanine_Aminotransferase_Level": 28.47655441, + "Aspartate_Aminotransferase_Level": 39.37861117, + "Creatinine_Level": 0.506210205, + "LDH_Level": 224.1183962, + "Calcium_Level": 8.169387861, + "Phosphorus_Level": 3.13641895, + "Glucose_Level": 76.66534403, + "Potassium_Level": 3.697272022, + "Sodium_Level": 136.3201293, + "Smoking_Pack_Years": 28.78022183 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.92903462, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.71294, + "White_Blood_Cell_Count": 4.500109478, + "Platelet_Count": 165.3330446, + "Albumin_Level": 3.763275684, + "Alkaline_Phosphatase_Level": 72.23036171, + "Alanine_Aminotransferase_Level": 14.01593329, + "Aspartate_Aminotransferase_Level": 31.727035, + "Creatinine_Level": 0.610459641, + "LDH_Level": 235.8702868, + "Calcium_Level": 8.430454704, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.29685219, + "White_Blood_Cell_Count": 8.69545195, + "Platelet_Count": 227.2083446, + "Albumin_Level": 3.248681275, + "Alkaline_Phosphatase_Level": 88.38906974, + "Alanine_Aminotransferase_Level": 5.01763404, + "Aspartate_Aminotransferase_Level": 10.08535591, + "Creatinine_Level": 1.137501453, + "LDH_Level": 179.1222529, + "Calcium_Level": 10.37150122, + "Phosphorus_Level": 3.639502309, + "Glucose_Level": 114.1136007, + "Potassium_Level": 4.522988555, + "Sodium_Level": 138.2825654, + "Smoking_Pack_Years": 1.614693387 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.87220107, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.2420986, + "White_Blood_Cell_Count": 9.159206759, + "Platelet_Count": 171.2992953, + "Albumin_Level": 4.909666366, + "Alkaline_Phosphatase_Level": 76.07584736, + "Alanine_Aminotransferase_Level": 27.25313877, + "Aspartate_Aminotransferase_Level": 21.17121919, + "Creatinine_Level": 0.829579211, + "LDH_Level": 246.8208308, + "Calcium_Level": 8.768929058, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.01200033, + "White_Blood_Cell_Count": 4.041827442, + "Platelet_Count": 218.5409662, + "Albumin_Level": 3.583553011, + "Alkaline_Phosphatase_Level": 100.0152958, + "Alanine_Aminotransferase_Level": 36.07954957, + "Aspartate_Aminotransferase_Level": 45.92704771, + "Creatinine_Level": 0.597352328, + "LDH_Level": 121.6404834, + "Calcium_Level": 9.428560724, + "Phosphorus_Level": 4.86296623, + "Glucose_Level": 102.235091, + "Potassium_Level": 4.892386401, + "Sodium_Level": 139.2600461, + "Smoking_Pack_Years": 38.83717328 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.09799788, + "White_Blood_Cell_Count": 5.491279815, + "Platelet_Count": 258.4467509, + "Albumin_Level": 3.385778542, + "Alkaline_Phosphatase_Level": 108.7433576, + "Alanine_Aminotransferase_Level": 26.12925538, + "Aspartate_Aminotransferase_Level": 44.16105487, + "Creatinine_Level": 0.509837739, + "LDH_Level": 195.0963744, + "Calcium_Level": 10.49344073, + "Phosphorus_Level": 4.18118302, + "Glucose_Level": 132.2275022, + "Potassium_Level": 3.528341194, + "Sodium_Level": 135.2179477, + "Smoking_Pack_Years": 88.41028371 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.34246886, + "White_Blood_Cell_Count": 8.550916225, + "Platelet_Count": 191.3356993, + "Albumin_Level": 3.567206972, + "Alkaline_Phosphatase_Level": 88.60474985, + "Alanine_Aminotransferase_Level": 34.49728394, + "Aspartate_Aminotransferase_Level": 24.73853363, + "Creatinine_Level": 0.786690316, + "LDH_Level": 103.8081343, + "Calcium_Level": 8.144165503, + "Phosphorus_Level": 3.502828598, + "Glucose_Level": 125.2519693, + "Potassium_Level": 4.964448247, + "Sodium_Level": 138.5121126, + "Smoking_Pack_Years": 48.4321841 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.10594698, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.38026139, + "White_Blood_Cell_Count": 9.499731145, + "Platelet_Count": 348.6552902, + "Albumin_Level": 4.471308553, + "Alkaline_Phosphatase_Level": 98.46747829, + "Alanine_Aminotransferase_Level": 24.07161244, + "Aspartate_Aminotransferase_Level": 39.80511394, + "Creatinine_Level": 0.995656594, + "LDH_Level": 247.9048143, + 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.44559818, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.3222157, + "White_Blood_Cell_Count": 7.512012672, + "Platelet_Count": 331.6661658, + "Albumin_Level": 4.312791821, + "Alkaline_Phosphatase_Level": 114.2501285, + "Alanine_Aminotransferase_Level": 31.29499766, + "Aspartate_Aminotransferase_Level": 23.16672669, + "Creatinine_Level": 1.162594824, + "LDH_Level": 106.6502499, + "Calcium_Level": 10.44408775, + "Phosphorus_Level": 4.358195104, + "Glucose_Level": 123.6221124, + "Potassium_Level": 4.74761604, + "Sodium_Level": 141.8673798, + "Smoking_Pack_Years": 86.47914809 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.51295611, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.51850584, + "White_Blood_Cell_Count": 4.278337494, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.14145705, + "White_Blood_Cell_Count": 6.235842535, + "Platelet_Count": 235.3402788, + "Albumin_Level": 3.647698845, + "Alkaline_Phosphatase_Level": 52.40908761, + "Alanine_Aminotransferase_Level": 7.42565362, + "Aspartate_Aminotransferase_Level": 34.21840862, + "Creatinine_Level": 1.05307283, + "LDH_Level": 112.1733739, + "Calcium_Level": 10.15727135, + "Phosphorus_Level": 4.94647526, + "Glucose_Level": 102.0201803, + "Potassium_Level": 3.701549433, + "Sodium_Level": 142.6304811, + "Smoking_Pack_Years": 28.12630921 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.07768637, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.83653001, + "White_Blood_Cell_Count": 5.45325119, + "Platelet_Count": 449.5067802, + "Albumin_Level": 4.32547884, + "Alkaline_Phosphatase_Level": 34.92736252, + "Alanine_Aminotransferase_Level": 15.6863636, + "Aspartate_Aminotransferase_Level": 17.6229578, + "Creatinine_Level": 1.348540741, + "LDH_Level": 248.9914094, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.01141975, + "White_Blood_Cell_Count": 9.186938066, + "Platelet_Count": 403.4508436, + "Albumin_Level": 3.734529915, + "Alkaline_Phosphatase_Level": 117.5682824, + "Alanine_Aminotransferase_Level": 33.20829361, + "Aspartate_Aminotransferase_Level": 49.66920726, + "Creatinine_Level": 1.329510308, + "LDH_Level": 228.1237338, + "Calcium_Level": 8.857438451, + "Phosphorus_Level": 4.100846114, + "Glucose_Level": 104.3472496, + "Potassium_Level": 4.368520625, + "Sodium_Level": 135.906414, + "Smoking_Pack_Years": 88.73081664 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.60822984, + "White_Blood_Cell_Count": 8.56345666, + "Platelet_Count": 432.1546473, + "Albumin_Level": 3.711827327, + "Alkaline_Phosphatase_Level": 93.03887389, + "Alanine_Aminotransferase_Level": 20.49122793, + "Aspartate_Aminotransferase_Level": 43.19009631, + "Creatinine_Level": 0.896979365, + "LDH_Level": 214.2124285, + "Calcium_Level": 10.43245725, + "Phosphorus_Level": 4.554035106, + "Glucose_Level": 143.1508051, + "Potassium_Level": 4.947170713, + "Sodium_Level": 137.2597136, + "Smoking_Pack_Years": 63.54969632 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.22314977, + "White_Blood_Cell_Count": 7.767922933, + "Platelet_Count": 368.0639239, + "Albumin_Level": 3.892338481, + "Alkaline_Phosphatase_Level": 88.36413268, + "Alanine_Aminotransferase_Level": 6.856216512, + "Aspartate_Aminotransferase_Level": 48.7987174, + "Creatinine_Level": 0.937519842, + "LDH_Level": 158.9756033, + "Calcium_Level": 9.826390217, + "Phosphorus_Level": 4.142055664, + "Glucose_Level": 75.79455752, + "Potassium_Level": 4.84219534, + "Sodium_Level": 139.8338825, + "Smoking_Pack_Years": 25.53170957 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.53084668, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Asian", + 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"Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.16773886, + "White_Blood_Cell_Count": 6.048249374, + "Platelet_Count": 343.0076125, + "Albumin_Level": 3.655846989, + "Alkaline_Phosphatase_Level": 95.71240681, + "Alanine_Aminotransferase_Level": 7.091888451, + "Aspartate_Aminotransferase_Level": 39.76776545, + "Creatinine_Level": 1.370169183, + "LDH_Level": 104.2298196, + "Calcium_Level": 8.217489578, + "Phosphorus_Level": 3.342717456, + "Glucose_Level": 120.2652726, + "Potassium_Level": 3.996133916, + "Sodium_Level": 144.6993587, + "Smoking_Pack_Years": 82.6581411 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.65320832, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.02934563, + "White_Blood_Cell_Count": 4.073656784, + "Platelet_Count": 169.2602871, + "Albumin_Level": 4.063388926, + "Alkaline_Phosphatase_Level": 97.72039004, + "Alanine_Aminotransferase_Level": 37.99083134, + "Aspartate_Aminotransferase_Level": 15.06725458, + "Creatinine_Level": 1.032277652, + "LDH_Level": 154.9722604, + "Calcium_Level": 8.23954228, + "Phosphorus_Level": 4.575088276, + "Glucose_Level": 91.49802349, + "Potassium_Level": 3.708261206, + "Sodium_Level": 137.1202106, + "Smoking_Pack_Years": 72.98929758 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.81208785, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.11625963, + "White_Blood_Cell_Count": 5.725919774, + "Platelet_Count": 278.2460313, + "Albumin_Level": 4.142880878, + "Alkaline_Phosphatase_Level": 44.07819545, + "Alanine_Aminotransferase_Level": 16.24134612, + "Aspartate_Aminotransferase_Level": 22.99864834, + "Creatinine_Level": 1.15871346, + "LDH_Level": 206.2635654, + "Calcium_Level": 8.206682277, + "Phosphorus_Level": 2.850889784, + "Glucose_Level": 73.78893917, + "Potassium_Level": 4.704189899, + "Sodium_Level": 139.987206, + "Smoking_Pack_Years": 40.82292372 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.64550826, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.51173178, + "White_Blood_Cell_Count": 7.85963941, + "Platelet_Count": 427.7229132, + "Albumin_Level": 3.011218309, + "Alkaline_Phosphatase_Level": 57.30073529, + "Alanine_Aminotransferase_Level": 27.98832368, + "Aspartate_Aminotransferase_Level": 48.21709344, + "Creatinine_Level": 0.722087674, + "LDH_Level": 198.7137738, + "Calcium_Level": 8.575219025, + "Phosphorus_Level": 4.68416973, + "Glucose_Level": 148.6314819, + "Potassium_Level": 4.526476001, + "Sodium_Level": 141.6200092, + "Smoking_Pack_Years": 52.35872345 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.36853088, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.83946347, + "White_Blood_Cell_Count": 3.569820446, + "Platelet_Count": 301.6143081, + "Albumin_Level": 4.163564805, + "Alkaline_Phosphatase_Level": 60.23405558, + "Alanine_Aminotransferase_Level": 14.70453129, + "Aspartate_Aminotransferase_Level": 15.45300902, + "Creatinine_Level": 1.340596716, + "LDH_Level": 193.2568884, + "Calcium_Level": 10.26574745, + "Phosphorus_Level": 4.623494821, + "Glucose_Level": 123.0838609, + "Potassium_Level": 3.971365788, + "Sodium_Level": 141.8567182, + "Smoking_Pack_Years": 47.63881361 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.80588151, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.01620176, + "White_Blood_Cell_Count": 9.441852758, + "Platelet_Count": 371.1101906, + "Albumin_Level": 3.819804004, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.57021493, + "White_Blood_Cell_Count": 8.504920439, + "Platelet_Count": 448.9176264, + "Albumin_Level": 3.70266843, + "Alkaline_Phosphatase_Level": 112.3324218, + "Alanine_Aminotransferase_Level": 20.48411419, + "Aspartate_Aminotransferase_Level": 32.57931043, + "Creatinine_Level": 0.955398004, + "LDH_Level": 119.7361741, + "Calcium_Level": 9.389604984, + "Phosphorus_Level": 4.172489139, + "Glucose_Level": 149.5918221, + "Potassium_Level": 4.748115842, + "Sodium_Level": 135.0400492, + "Smoking_Pack_Years": 97.68625323 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.92170879, + "White_Blood_Cell_Count": 5.672174742, + "Platelet_Count": 414.3094102, + "Albumin_Level": 4.901784897, + "Alkaline_Phosphatase_Level": 82.18963214, + "Alanine_Aminotransferase_Level": 20.02868305, + "Aspartate_Aminotransferase_Level": 31.8801344, + "Creatinine_Level": 1.251877876, + "LDH_Level": 178.3490261, + "Calcium_Level": 8.314711147, + "Phosphorus_Level": 2.890970852, + "Glucose_Level": 70.74788862, + "Potassium_Level": 4.008239169, + "Sodium_Level": 140.2630253, + "Smoking_Pack_Years": 55.53486575 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.15801729, + "White_Blood_Cell_Count": 5.683372843, + "Platelet_Count": 255.6346916, + "Albumin_Level": 4.170153539, + "Alkaline_Phosphatase_Level": 42.11768742, + "Alanine_Aminotransferase_Level": 21.58784284, + "Aspartate_Aminotransferase_Level": 21.00091739, + "Creatinine_Level": 1.381523567, + "LDH_Level": 173.2204148, + "Calcium_Level": 10.07571876, + "Phosphorus_Level": 3.247907739, + "Glucose_Level": 85.46824922, + "Potassium_Level": 4.046926404, + "Sodium_Level": 140.7022789, + "Smoking_Pack_Years": 82.33234394 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.01365226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.47371697, + "White_Blood_Cell_Count": 5.709060982, + "Platelet_Count": 424.0065343, + "Albumin_Level": 4.69282638, + "Alkaline_Phosphatase_Level": 34.06087068, + "Alanine_Aminotransferase_Level": 14.47214006, + "Aspartate_Aminotransferase_Level": 23.19565947, + "Creatinine_Level": 0.86501018, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.62258948, + "White_Blood_Cell_Count": 7.445825417, + "Platelet_Count": 226.3720592, + "Albumin_Level": 4.937498792, + "Alkaline_Phosphatase_Level": 60.35422172, + "Alanine_Aminotransferase_Level": 7.92105553, + "Aspartate_Aminotransferase_Level": 27.50150074, + "Creatinine_Level": 0.626220745, + "LDH_Level": 121.6944535, + "Calcium_Level": 9.334283244, + "Phosphorus_Level": 3.868625626, + "Glucose_Level": 113.0422957, + "Potassium_Level": 4.351370207, + "Sodium_Level": 137.8175095, + "Smoking_Pack_Years": 65.12719462 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.18829774, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.34216071, + "White_Blood_Cell_Count": 7.90555241, + "Platelet_Count": 379.8443161, + "Albumin_Level": 4.363344477, + "Alkaline_Phosphatase_Level": 111.1369706, + "Alanine_Aminotransferase_Level": 8.722705748, + "Aspartate_Aminotransferase_Level": 31.4853112, + "Creatinine_Level": 1.11702502, + "LDH_Level": 110.4573393, + "Calcium_Level": 9.413146517, + "Phosphorus_Level": 3.431119238, + "Glucose_Level": 80.61512493, + "Potassium_Level": 4.787713387, + "Sodium_Level": 143.0089643, + "Smoking_Pack_Years": 61.28463481 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.95974059, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.33136731, + "White_Blood_Cell_Count": 4.257162253, + "Platelet_Count": 361.5388379, + "Albumin_Level": 3.02110391, + "Alkaline_Phosphatase_Level": 61.07824756, + "Alanine_Aminotransferase_Level": 6.266205094, + "Aspartate_Aminotransferase_Level": 19.58014067, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.97045923, + "White_Blood_Cell_Count": 4.481924484, + "Platelet_Count": 382.7904153, + "Albumin_Level": 4.379651947, + "Alkaline_Phosphatase_Level": 110.6431701, + "Alanine_Aminotransferase_Level": 23.41148818, + "Aspartate_Aminotransferase_Level": 34.75968851, + "Creatinine_Level": 1.215106534, + "LDH_Level": 166.6724675, + "Calcium_Level": 9.502388025, + "Phosphorus_Level": 3.946962408, + "Glucose_Level": 118.4541554, + "Potassium_Level": 4.262179831, + "Sodium_Level": 144.7294441, + "Smoking_Pack_Years": 23.50581502 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.61948114, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.28866388, + "White_Blood_Cell_Count": 5.209557848, + "Platelet_Count": 187.2365408, + "Albumin_Level": 3.278007017, + "Alkaline_Phosphatase_Level": 101.8511784, + "Alanine_Aminotransferase_Level": 20.42249536, + "Aspartate_Aminotransferase_Level": 45.39633122, + "Creatinine_Level": 1.385476438, + "LDH_Level": 147.0940833, + "Calcium_Level": 9.461770842, + "Phosphorus_Level": 4.47589203, + "Glucose_Level": 149.6493854, + "Potassium_Level": 4.050301215, + "Sodium_Level": 143.6853696, + "Smoking_Pack_Years": 19.85587745 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.68433843, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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135.1199208, + "Smoking_Pack_Years": 10.50492397 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.37504984, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.08727438, + "White_Blood_Cell_Count": 5.376771859, + "Platelet_Count": 351.5650298, + "Albumin_Level": 3.828325374, + "Alkaline_Phosphatase_Level": 98.28608214, + "Alanine_Aminotransferase_Level": 16.73969225, + "Aspartate_Aminotransferase_Level": 30.95660011, + "Creatinine_Level": 1.207159966, + "LDH_Level": 172.1427459, + "Calcium_Level": 9.93657196, + "Phosphorus_Level": 4.459782521, + "Glucose_Level": 89.2330451, + "Potassium_Level": 4.887514795, + "Sodium_Level": 144.1864039, + "Smoking_Pack_Years": 52.81392964 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.81153733, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.39659705, + "White_Blood_Cell_Count": 9.947287529, + "Platelet_Count": 343.8099307, + "Albumin_Level": 4.414024481, + "Alkaline_Phosphatase_Level": 113.8119681, + "Alanine_Aminotransferase_Level": 30.51176356, + "Aspartate_Aminotransferase_Level": 45.97564707, + "Creatinine_Level": 1.054294372, + "LDH_Level": 128.4214299, + "Calcium_Level": 9.235329907, + "Phosphorus_Level": 3.633803617, + "Glucose_Level": 116.070365, + "Potassium_Level": 3.523361337, + "Sodium_Level": 137.5479981, + "Smoking_Pack_Years": 22.60446455 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.14441345, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.41146467, + "White_Blood_Cell_Count": 8.790764717, + "Platelet_Count": 163.6933617, + "Albumin_Level": 3.461943172, + "Alkaline_Phosphatase_Level": 107.4054078, + "Alanine_Aminotransferase_Level": 39.94566585, + "Aspartate_Aminotransferase_Level": 14.25543695, + "Creatinine_Level": 0.594547228, + "LDH_Level": 232.2408744, + "Calcium_Level": 8.166797798, + "Phosphorus_Level": 3.230595441, + "Glucose_Level": 146.8429183, + "Potassium_Level": 4.195225673, + "Sodium_Level": 140.8024695, + "Smoking_Pack_Years": 43.70630238 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.59543505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.47117524, + "White_Blood_Cell_Count": 4.628616778, + "Platelet_Count": 412.0637498, + "Albumin_Level": 3.758293041, + "Alkaline_Phosphatase_Level": 94.86811839, + "Alanine_Aminotransferase_Level": 16.18403138, + "Aspartate_Aminotransferase_Level": 40.04079257, + "Creatinine_Level": 0.786432144, + "LDH_Level": 113.6007709, + "Calcium_Level": 8.863767603, + "Phosphorus_Level": 2.882270212, + "Glucose_Level": 71.10616365, + "Potassium_Level": 4.403944632, 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25.33374129, + "Aspartate_Aminotransferase_Level": 25.31118344, + "Creatinine_Level": 0.817695038, + "LDH_Level": 231.0218973, + "Calcium_Level": 10.47071763, + "Phosphorus_Level": 4.046162433, + "Glucose_Level": 87.60162933, + "Potassium_Level": 3.664620999, + "Sodium_Level": 144.7629765, + "Smoking_Pack_Years": 38.22311959 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.28157248, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 98, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.31703493, + "White_Blood_Cell_Count": 4.13463909, + "Platelet_Count": 421.1717863, + "Albumin_Level": 3.893553541, + "Alkaline_Phosphatase_Level": 74.30346921, + "Alanine_Aminotransferase_Level": 27.43478124, + "Aspartate_Aminotransferase_Level": 49.06895527, + "Creatinine_Level": 0.707593788, + "LDH_Level": 219.2136025, + "Calcium_Level": 10.34396466, + "Phosphorus_Level": 4.808916363, + "Glucose_Level": 138.688605, + "Potassium_Level": 4.247284049, + "Sodium_Level": 144.0289021, + "Smoking_Pack_Years": 5.870881895 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.01902852, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.08048576, + "White_Blood_Cell_Count": 7.945544498, + "Platelet_Count": 202.6389974, + "Albumin_Level": 3.70083973, + "Alkaline_Phosphatase_Level": 111.8325714, + "Alanine_Aminotransferase_Level": 36.83707909, + "Aspartate_Aminotransferase_Level": 38.16071836, + "Creatinine_Level": 0.662803557, + "LDH_Level": 224.3015546, + "Calcium_Level": 8.623204495, + "Phosphorus_Level": 3.451848798, + "Glucose_Level": 111.9720702, + "Potassium_Level": 3.926262962, + "Sodium_Level": 139.4468042, + "Smoking_Pack_Years": 28.26339298 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.46669396, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.11147288, + "White_Blood_Cell_Count": 6.695864308, + "Platelet_Count": 299.3863015, + "Albumin_Level": 3.49477473, + "Alkaline_Phosphatase_Level": 47.39332249, + "Alanine_Aminotransferase_Level": 35.22851604, + "Aspartate_Aminotransferase_Level": 19.72353325, + "Creatinine_Level": 1.376299106, + "LDH_Level": 137.2745058, + "Calcium_Level": 9.758117931, + "Phosphorus_Level": 4.183316056, + "Glucose_Level": 112.6699248, + "Potassium_Level": 3.633493257, + "Sodium_Level": 139.0795621, + "Smoking_Pack_Years": 89.726129 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.44551639, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.86364275, + "White_Blood_Cell_Count": 9.622164573, + "Platelet_Count": 413.3204512, + "Albumin_Level": 4.849657511, + "Alkaline_Phosphatase_Level": 42.94854876, + "Alanine_Aminotransferase_Level": 8.578000362, + "Aspartate_Aminotransferase_Level": 15.71192817, + "Creatinine_Level": 0.57371614, + "LDH_Level": 150.2353301, + "Calcium_Level": 10.2469461, + "Phosphorus_Level": 3.679878699, + "Glucose_Level": 70.32000337, + "Potassium_Level": 4.133701098, + "Sodium_Level": 137.4044172, + "Smoking_Pack_Years": 73.13490394 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.56852583, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.94217309, + "White_Blood_Cell_Count": 9.306055779, + "Platelet_Count": 237.767178, + "Albumin_Level": 3.451452865, + "Alkaline_Phosphatase_Level": 55.86147967, + "Alanine_Aminotransferase_Level": 36.5677951, + "Aspartate_Aminotransferase_Level": 28.84816427, + "Creatinine_Level": 0.745446206, + "LDH_Level": 163.4317613, + "Calcium_Level": 8.526917539, + "Phosphorus_Level": 2.78715389, + "Glucose_Level": 112.2196277, + "Potassium_Level": 4.354993186, + "Sodium_Level": 136.7906763, + "Smoking_Pack_Years": 2.991356445 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.72300016, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.08848918, + "White_Blood_Cell_Count": 4.524836241, + "Platelet_Count": 293.2051715, + "Albumin_Level": 4.650601818, + "Alkaline_Phosphatase_Level": 52.724738, + "Alanine_Aminotransferase_Level": 19.54441083, + "Aspartate_Aminotransferase_Level": 38.84748185, + "Creatinine_Level": 0.62214666, + "LDH_Level": 107.2735499, + "Calcium_Level": 10.12402288, + "Phosphorus_Level": 2.554274319, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 20.66645085, + "Aspartate_Aminotransferase_Level": 49.9855505, + "Creatinine_Level": 0.991620628, + "LDH_Level": 208.9356438, + "Calcium_Level": 9.139608227, + "Phosphorus_Level": 2.617176848, + "Glucose_Level": 137.6954822, + "Potassium_Level": 4.279454221, + "Sodium_Level": 141.4729006, + "Smoking_Pack_Years": 90.63659176 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.29000632, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.35242736, + "White_Blood_Cell_Count": 4.540036598, + "Platelet_Count": 411.7213185, + "Albumin_Level": 4.088234396, + "Alkaline_Phosphatase_Level": 111.9977425, + "Alanine_Aminotransferase_Level": 33.07042481, + "Aspartate_Aminotransferase_Level": 42.98441212, + "Creatinine_Level": 1.362198493, + "LDH_Level": 155.1336637, + "Calcium_Level": 8.384042214, + "Phosphorus_Level": 3.73658542, + "Glucose_Level": 77.51728046, + "Potassium_Level": 4.07567239, + "Sodium_Level": 143.3498612, + "Smoking_Pack_Years": 20.14619341 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.8039194, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.37738635, + "White_Blood_Cell_Count": 7.343123369, + "Platelet_Count": 347.2961029, + "Albumin_Level": 4.284794251, + "Alkaline_Phosphatase_Level": 50.64416497, + "Alanine_Aminotransferase_Level": 22.8010512, + "Aspartate_Aminotransferase_Level": 10.09557739, + "Creatinine_Level": 1.416420317, + "LDH_Level": 231.9733251, + "Calcium_Level": 8.801205557, + "Phosphorus_Level": 3.998563274, + "Glucose_Level": 110.2110501, + "Potassium_Level": 4.016718647, + "Sodium_Level": 142.5097451, + "Smoking_Pack_Years": 51.51261943 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.47314856, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.39114942, + "White_Blood_Cell_Count": 9.677659105, + "Platelet_Count": 422.3020647, + "Albumin_Level": 4.267631956, + "Alkaline_Phosphatase_Level": 47.42486835, + "Alanine_Aminotransferase_Level": 27.72229214, + "Aspartate_Aminotransferase_Level": 49.28101099, + "Creatinine_Level": 1.270149878, + "LDH_Level": 149.0404586, + "Calcium_Level": 8.486345096, + "Phosphorus_Level": 4.92227348, + "Glucose_Level": 118.8252689, 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"Alanine_Aminotransferase_Level": 5.251036216, + "Aspartate_Aminotransferase_Level": 36.53842165, + "Creatinine_Level": 0.997332725, + "LDH_Level": 152.9023024, + "Calcium_Level": 10.48905304, + "Phosphorus_Level": 3.183240172, + "Glucose_Level": 139.489679, + "Potassium_Level": 4.790275885, + "Sodium_Level": 135.8979412, + "Smoking_Pack_Years": 20.05754255 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.30793782, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.2225861, + "White_Blood_Cell_Count": 6.671754191, + "Platelet_Count": 340.17498, + "Albumin_Level": 3.923538399, + "Alkaline_Phosphatase_Level": 103.7030137, + "Alanine_Aminotransferase_Level": 8.500612093, + "Aspartate_Aminotransferase_Level": 41.01073511, + "Creatinine_Level": 0.958411099, + "LDH_Level": 148.4676986, + "Calcium_Level": 9.800270263, + "Phosphorus_Level": 4.706919604, + "Glucose_Level": 111.0992647, + "Potassium_Level": 4.966515246, + "Sodium_Level": 143.764432, + "Smoking_Pack_Years": 70.49259018 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.5316977, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.14401973, + "White_Blood_Cell_Count": 6.218527958, + "Platelet_Count": 151.5851062, + "Albumin_Level": 3.085458883, + "Alkaline_Phosphatase_Level": 53.84541411, + "Alanine_Aminotransferase_Level": 30.74257488, + "Aspartate_Aminotransferase_Level": 26.82238815, + "Creatinine_Level": 1.23909147, + "LDH_Level": 139.2281769, + "Calcium_Level": 9.222141658, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 87.23763491, + "Alanine_Aminotransferase_Level": 19.60845662, + "Aspartate_Aminotransferase_Level": 23.65111099, + "Creatinine_Level": 1.184230118, + "LDH_Level": 217.6222783, + "Calcium_Level": 9.672781007, + "Phosphorus_Level": 4.537371208, + "Glucose_Level": 141.0162623, + "Potassium_Level": 3.963883138, + "Sodium_Level": 143.9791802, + "Smoking_Pack_Years": 13.29440942 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.55578789, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.53988469, + "White_Blood_Cell_Count": 9.129298286, + "Platelet_Count": 341.3703633, + "Albumin_Level": 3.641175721, + "Alkaline_Phosphatase_Level": 68.36692986, + "Alanine_Aminotransferase_Level": 15.59796454, + "Aspartate_Aminotransferase_Level": 46.41239534, + "Creatinine_Level": 1.414229702, + "LDH_Level": 195.4371904, + "Calcium_Level": 10.22554846, + "Phosphorus_Level": 3.346179386, + "Glucose_Level": 72.26296825, + "Potassium_Level": 4.67464442, + "Sodium_Level": 138.5840383, + "Smoking_Pack_Years": 69.35128026 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 65.86303757, + "Alanine_Aminotransferase_Level": 23.16457737, + "Aspartate_Aminotransferase_Level": 21.21020197, + "Creatinine_Level": 1.10600716, + "LDH_Level": 209.5453864, + "Calcium_Level": 8.877904572, + "Phosphorus_Level": 3.727355215, + "Glucose_Level": 122.1449339, + "Potassium_Level": 4.441896743, + "Sodium_Level": 142.2785173, + "Smoking_Pack_Years": 95.5203805 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.83227756, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.75145556, + "White_Blood_Cell_Count": 9.476376387, + "Platelet_Count": 355.8846161, + "Albumin_Level": 4.102364408, + "Alkaline_Phosphatase_Level": 104.7262585, + "Alanine_Aminotransferase_Level": 21.58219577, + "Aspartate_Aminotransferase_Level": 46.13478276, + "Creatinine_Level": 0.742900414, + "LDH_Level": 184.4443981, + "Calcium_Level": 8.512655732, + "Phosphorus_Level": 2.754263506, + "Glucose_Level": 127.2363819, + "Potassium_Level": 3.619226848, + "Sodium_Level": 138.155393, + "Smoking_Pack_Years": 71.10865686 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": 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9.018622364, + "Phosphorus_Level": 2.662347178, + "Glucose_Level": 129.7172387, + "Potassium_Level": 4.78850997, + "Sodium_Level": 144.8529492, + "Smoking_Pack_Years": 82.33289326 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.07682881, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.43856369, + "White_Blood_Cell_Count": 9.037910949, + "Platelet_Count": 342.2324951, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.11210845, + "White_Blood_Cell_Count": 8.420288021, + "Platelet_Count": 446.9349272, + "Albumin_Level": 4.012223278, + "Alkaline_Phosphatase_Level": 104.3529156, + "Alanine_Aminotransferase_Level": 22.35824307, + "Aspartate_Aminotransferase_Level": 17.36751168, + "Creatinine_Level": 1.031343066, + "LDH_Level": 147.0419507, + "Calcium_Level": 9.440454361, + "Phosphorus_Level": 2.772018417, + "Glucose_Level": 144.3513585, + "Potassium_Level": 4.791894491, + "Sodium_Level": 136.3471133, + "Smoking_Pack_Years": 46.48532711 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.36663927, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.49468761, + "White_Blood_Cell_Count": 3.818642381, + "Platelet_Count": 364.0959548, + "Albumin_Level": 4.785275306, + "Alkaline_Phosphatase_Level": 78.76745514, + "Alanine_Aminotransferase_Level": 35.46413124, + "Aspartate_Aminotransferase_Level": 44.95604253, + "Creatinine_Level": 1.325075962, + "LDH_Level": 222.3615903, + "Calcium_Level": 10.31349673, + "Phosphorus_Level": 2.677562719, + "Glucose_Level": 127.9366699, + "Potassium_Level": 3.510515602, + "Sodium_Level": 136.522342, + "Smoking_Pack_Years": 68.93204129 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.19848692, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.66060252, + "White_Blood_Cell_Count": 5.265465391, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.60047588, + "White_Blood_Cell_Count": 7.899779317, + "Platelet_Count": 425.2327978, + "Albumin_Level": 4.820627217, + "Alkaline_Phosphatase_Level": 43.38900963, + "Alanine_Aminotransferase_Level": 15.57560861, + "Aspartate_Aminotransferase_Level": 28.83157503, + "Creatinine_Level": 1.38495429, + "LDH_Level": 104.0144917, + "Calcium_Level": 10.16130318, + "Phosphorus_Level": 3.561987177, + "Glucose_Level": 107.5305876, + "Potassium_Level": 3.990320769, + "Sodium_Level": 140.5411837, + "Smoking_Pack_Years": 69.90031528 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.88507495, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.0252864, + "White_Blood_Cell_Count": 7.768810646, + "Platelet_Count": 318.6294904, + "Albumin_Level": 4.422808544, + "Alkaline_Phosphatase_Level": 32.9015412, + "Alanine_Aminotransferase_Level": 19.46126297, + "Aspartate_Aminotransferase_Level": 16.45184537, + "Creatinine_Level": 1.127119692, + "LDH_Level": 100.7763919, + "Calcium_Level": 8.566083546, + "Phosphorus_Level": 4.102285349, + "Glucose_Level": 91.3731291, + "Potassium_Level": 4.480145543, + "Sodium_Level": 135.5526554, + "Smoking_Pack_Years": 24.96431558 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.97897098, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.25869901, + "White_Blood_Cell_Count": 9.143102052, + "Platelet_Count": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.03649251, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.5933344, + "White_Blood_Cell_Count": 9.643078141, + "Platelet_Count": 205.2623385, + "Albumin_Level": 3.988368952, + "Alkaline_Phosphatase_Level": 49.97399168, + "Alanine_Aminotransferase_Level": 8.581377233, + "Aspartate_Aminotransferase_Level": 21.44249735, + "Creatinine_Level": 0.506031225, + "LDH_Level": 247.0211896, + "Calcium_Level": 10.37422032, + "Phosphorus_Level": 3.224096634, + "Glucose_Level": 81.45038696, + "Potassium_Level": 4.58879926, + "Sodium_Level": 141.9736813, + "Smoking_Pack_Years": 15.41251458 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.41495871, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.91235107, + "White_Blood_Cell_Count": 8.133051543, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.52268987, + "White_Blood_Cell_Count": 4.945143186, + "Platelet_Count": 245.021291, + "Albumin_Level": 4.634888845, + "Alkaline_Phosphatase_Level": 113.0743637, + "Alanine_Aminotransferase_Level": 25.08353444, + "Aspartate_Aminotransferase_Level": 36.7204851, + "Creatinine_Level": 0.798190822, + "LDH_Level": 198.3806553, + "Calcium_Level": 9.097735087, + "Phosphorus_Level": 3.477731886, + "Glucose_Level": 80.28323256, + "Potassium_Level": 4.506234281, + "Sodium_Level": 143.8614418, + "Smoking_Pack_Years": 35.416644 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.17385515, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.8135913, + "White_Blood_Cell_Count": 6.499728354, + "Platelet_Count": 208.3195055, + "Albumin_Level": 3.443985794, + "Alkaline_Phosphatase_Level": 35.00319172, + "Alanine_Aminotransferase_Level": 13.09242242, + "Aspartate_Aminotransferase_Level": 18.34110545, + "Creatinine_Level": 1.040158731, + "LDH_Level": 246.6632157, + "Calcium_Level": 8.041741118, + "Phosphorus_Level": 3.884667498, + "Glucose_Level": 94.59883344, + "Potassium_Level": 4.316182299, + "Sodium_Level": 137.8536879, + "Smoking_Pack_Years": 8.290898882 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.50037401, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.40287287, + "White_Blood_Cell_Count": 5.208928032, + "Platelet_Count": 179.4894844, + "Albumin_Level": 3.760500708, + "Alkaline_Phosphatase_Level": 94.48767309, + "Alanine_Aminotransferase_Level": 32.73853808, + "Aspartate_Aminotransferase_Level": 34.81326475, + 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"Creatinine_Level": 0.767374309, + "LDH_Level": 134.6801917, + "Calcium_Level": 10.2745061, + "Phosphorus_Level": 3.886171739, + "Glucose_Level": 86.48527015, + "Potassium_Level": 4.374235859, + "Sodium_Level": 135.4271178, + "Smoking_Pack_Years": 46.11875596 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.8697492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.26293377, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.11631223, + "White_Blood_Cell_Count": 8.102711093, + "Platelet_Count": 277.3256397, + "Albumin_Level": 3.75203694, + "Alkaline_Phosphatase_Level": 81.85784389, + "Alanine_Aminotransferase_Level": 6.253736976, + "Aspartate_Aminotransferase_Level": 12.28986335, + "Creatinine_Level": 0.862438678, + "LDH_Level": 174.0181892, + "Calcium_Level": 8.019625859, + "Phosphorus_Level": 3.306902043, + "Glucose_Level": 115.3319846, + "Potassium_Level": 3.811950035, + "Sodium_Level": 138.2809515, + "Smoking_Pack_Years": 5.60562409 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.44330605, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 5, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.99701903, + "White_Blood_Cell_Count": 6.954335003, + "Platelet_Count": 185.5275717, + "Albumin_Level": 3.073611467, + "Alkaline_Phosphatase_Level": 118.2566757, + "Alanine_Aminotransferase_Level": 7.241993526, + "Aspartate_Aminotransferase_Level": 16.75597821, + "Creatinine_Level": 1.312162306, + "LDH_Level": 180.235193, + "Calcium_Level": 9.587547596, + "Phosphorus_Level": 3.084992398, + "Glucose_Level": 141.5547399, + "Potassium_Level": 3.883420396, + "Sodium_Level": 141.2541241, + "Smoking_Pack_Years": 33.76983083 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.84902735, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Alanine_Aminotransferase_Level": 37.72473585, + "Aspartate_Aminotransferase_Level": 21.94078101, + "Creatinine_Level": 1.117348415, + "LDH_Level": 239.2237764, + "Calcium_Level": 10.04469441, + "Phosphorus_Level": 3.879442476, + "Glucose_Level": 76.74021722, + "Potassium_Level": 4.230027603, + "Sodium_Level": 135.9348416, + "Smoking_Pack_Years": 31.41953613 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.43372413, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.83499924, + "White_Blood_Cell_Count": 9.322777972, + "Platelet_Count": 183.9576209, + "Albumin_Level": 3.125843443, + "Alkaline_Phosphatase_Level": 30.71777531, + "Alanine_Aminotransferase_Level": 5.910178612, + "Aspartate_Aminotransferase_Level": 37.23424677, + "Creatinine_Level": 1.4900022, + "LDH_Level": 163.1883579, + "Calcium_Level": 9.010906567, + "Phosphorus_Level": 2.646673781, + "Glucose_Level": 94.01806502, + "Potassium_Level": 4.042356355, + "Sodium_Level": 140.27228, + "Smoking_Pack_Years": 47.379274 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.15388369, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.81953227, + "White_Blood_Cell_Count": 3.796084621, + "Platelet_Count": 337.8053148, + "Albumin_Level": 4.885922368, + "Alkaline_Phosphatase_Level": 103.5755116, + "Alanine_Aminotransferase_Level": 15.72183821, + "Aspartate_Aminotransferase_Level": 35.75653086, + "Creatinine_Level": 0.586271781, + "LDH_Level": 163.2039821, + "Calcium_Level": 8.555196118, + "Phosphorus_Level": 2.607327773, + "Glucose_Level": 71.76545909, + "Potassium_Level": 4.699764993, + "Sodium_Level": 139.0991885, + "Smoking_Pack_Years": 25.04949994 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.53539627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.58553143, + "White_Blood_Cell_Count": 7.945847384, + "Platelet_Count": 404.9674203, + "Albumin_Level": 4.630815376, + "Alkaline_Phosphatase_Level": 87.25656803, + "Alanine_Aminotransferase_Level": 31.07108098, + "Aspartate_Aminotransferase_Level": 49.02169994, + "Creatinine_Level": 1.192568222, + "LDH_Level": 181.7053904, + "Calcium_Level": 10.3909923, + "Phosphorus_Level": 3.372799795, + "Glucose_Level": 95.72540818, + "Potassium_Level": 4.695849865, + "Sodium_Level": 144.807509, + "Smoking_Pack_Years": 75.10255528 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.4977704, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.51248268, + "White_Blood_Cell_Count": 5.437300503, + "Platelet_Count": 411.2224564, + "Albumin_Level": 3.644345442, + "Alkaline_Phosphatase_Level": 84.65300441, + "Alanine_Aminotransferase_Level": 24.97269565, + "Aspartate_Aminotransferase_Level": 49.63480739, + "Creatinine_Level": 0.90522528, + "LDH_Level": 226.7155617, + "Calcium_Level": 8.287921361, + "Phosphorus_Level": 4.480737132, + "Glucose_Level": 77.11233462, + "Potassium_Level": 4.675278219, + "Sodium_Level": 139.9724997, + "Smoking_Pack_Years": 77.89012351 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.48146953, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.32311213, + "White_Blood_Cell_Count": 5.699436051, + "Platelet_Count": 175.401827, + "Albumin_Level": 4.405857752, + "Alkaline_Phosphatase_Level": 66.01623059, + "Alanine_Aminotransferase_Level": 25.4009856, + "Aspartate_Aminotransferase_Level": 40.23025467, + "Creatinine_Level": 1.183927457, + "LDH_Level": 110.9991283, + "Calcium_Level": 10.0023296, + "Phosphorus_Level": 3.923131806, + "Glucose_Level": 139.8174678, + "Potassium_Level": 4.081451628, + "Sodium_Level": 137.926291, + "Smoking_Pack_Years": 5.067024197 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.36498894, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.28295215, + "White_Blood_Cell_Count": 3.597302247, + "Platelet_Count": 435.9277159, + "Albumin_Level": 3.353205325, + "Alkaline_Phosphatase_Level": 69.72248275, + "Alanine_Aminotransferase_Level": 11.98191905, + "Aspartate_Aminotransferase_Level": 26.78951087, + "Creatinine_Level": 0.548595641, + "LDH_Level": 213.6972723, + "Calcium_Level": 8.786887855, + "Phosphorus_Level": 4.443595839, + "Glucose_Level": 103.7275818, + "Potassium_Level": 3.565730845, + "Sodium_Level": 141.6771964, + "Smoking_Pack_Years": 89.62565436 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.78901301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.04142016, + "White_Blood_Cell_Count": 7.749411068, + "Platelet_Count": 441.4123252, + "Albumin_Level": 4.415760935, + "Alkaline_Phosphatase_Level": 95.14572782, + "Alanine_Aminotransferase_Level": 18.51269075, + "Aspartate_Aminotransferase_Level": 39.05439455, + "Creatinine_Level": 0.972374251, + "LDH_Level": 148.1532396, + "Calcium_Level": 9.224172278, + "Phosphorus_Level": 2.745206002, + "Glucose_Level": 86.64179398, + "Potassium_Level": 3.645953733, + "Sodium_Level": 144.8896581, + "Smoking_Pack_Years": 15.84069341 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.63181935, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.99356046, + "White_Blood_Cell_Count": 6.771649749, + "Platelet_Count": 381.8729462, + "Albumin_Level": 3.601173035, + "Alkaline_Phosphatase_Level": 46.84907077, + "Alanine_Aminotransferase_Level": 28.42405505, + "Aspartate_Aminotransferase_Level": 33.4620126, + "Creatinine_Level": 1.055111421, + "LDH_Level": 163.1827075, + "Calcium_Level": 8.79525867, + "Phosphorus_Level": 3.864780893, + "Glucose_Level": 77.57615325, + "Potassium_Level": 4.61850134, + "Sodium_Level": 144.281529, + "Smoking_Pack_Years": 84.33099628 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.49006814, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.30044771, + "White_Blood_Cell_Count": 7.377379973, + "Platelet_Count": 448.0866777, + "Albumin_Level": 4.284553644, + "Alkaline_Phosphatase_Level": 113.0013404, + "Alanine_Aminotransferase_Level": 10.63901122, + "Aspartate_Aminotransferase_Level": 18.35502416, + "Creatinine_Level": 0.716844409, + "LDH_Level": 248.1963279, + "Calcium_Level": 8.943786403, + "Phosphorus_Level": 4.185841803, + "Glucose_Level": 146.6286357, + "Potassium_Level": 4.557259132, + "Sodium_Level": 136.8951858, + "Smoking_Pack_Years": 87.23846337 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": 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8.716673349, + "Phosphorus_Level": 3.416062558, + "Glucose_Level": 80.12595272, + "Potassium_Level": 4.858044978, + "Sodium_Level": 140.6395681, + "Smoking_Pack_Years": 1.551429787 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.5518268, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.42613549, + "White_Blood_Cell_Count": 8.200360273, + "Platelet_Count": 191.2157478, + 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"Calcium_Level": 8.005292748, + "Phosphorus_Level": 2.783261296, + "Glucose_Level": 97.1226639, + "Potassium_Level": 4.410461226, + "Sodium_Level": 141.3842592, + "Smoking_Pack_Years": 77.8968621 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.09010002, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.85860159, + "White_Blood_Cell_Count": 7.43073794, + "Platelet_Count": 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190.3446766, + "Calcium_Level": 9.293724603, + "Phosphorus_Level": 4.860961085, + "Glucose_Level": 81.96400684, + "Potassium_Level": 4.483686957, + "Sodium_Level": 144.8173125, + "Smoking_Pack_Years": 84.87205763 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.72091187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.82766504, + "White_Blood_Cell_Count": 8.739914504, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.9466273, + "White_Blood_Cell_Count": 8.920070792, + "Platelet_Count": 208.3422545, + "Albumin_Level": 3.648358849, + "Alkaline_Phosphatase_Level": 81.50530745, + "Alanine_Aminotransferase_Level": 25.14894685, + "Aspartate_Aminotransferase_Level": 12.20578641, + "Creatinine_Level": 1.397930199, + "LDH_Level": 131.8356605, + "Calcium_Level": 9.095627467, + "Phosphorus_Level": 4.850590363, + "Glucose_Level": 134.1518473, + "Potassium_Level": 3.613625068, + "Sodium_Level": 144.3473254, + "Smoking_Pack_Years": 12.04507215 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.56615587, + "White_Blood_Cell_Count": 6.500735384, + "Platelet_Count": 154.8709551, + "Albumin_Level": 3.622493599, + "Alkaline_Phosphatase_Level": 72.05345559, + "Alanine_Aminotransferase_Level": 24.76830197, + "Aspartate_Aminotransferase_Level": 11.270305, + "Creatinine_Level": 1.373908625, + "LDH_Level": 208.1474735, + "Calcium_Level": 10.43918284, + "Phosphorus_Level": 2.904773466, + "Glucose_Level": 144.1999838, + "Potassium_Level": 4.674036342, + "Sodium_Level": 140.0443879, + "Smoking_Pack_Years": 40.33599007 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.87265771, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.47794231, + "White_Blood_Cell_Count": 8.327951447, + "Platelet_Count": 388.8963053, + "Albumin_Level": 4.649403538, + "Alkaline_Phosphatase_Level": 84.52595215, + "Alanine_Aminotransferase_Level": 8.866648161, + "Aspartate_Aminotransferase_Level": 44.58862155, + "Creatinine_Level": 0.65618415, + "LDH_Level": 202.6197423, + "Calcium_Level": 10.20888356, + "Phosphorus_Level": 3.303258869, + "Glucose_Level": 120.7859242, + "Potassium_Level": 4.125119654, + "Sodium_Level": 135.5727468, + "Smoking_Pack_Years": 96.51167788 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.07854426, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.52232181, + "White_Blood_Cell_Count": 6.148379954, + "Platelet_Count": 352.1296684, + "Albumin_Level": 4.421979156, + "Alkaline_Phosphatase_Level": 62.05235138, + "Alanine_Aminotransferase_Level": 7.694037943, + "Aspartate_Aminotransferase_Level": 34.42037474, + 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"Aspartate_Aminotransferase_Level": 47.18923074, + "Creatinine_Level": 1.493599938, + "LDH_Level": 247.0863177, + "Calcium_Level": 8.64136878, + "Phosphorus_Level": 3.062709394, + "Glucose_Level": 96.16029456, + "Potassium_Level": 4.856405269, + "Sodium_Level": 138.6664881, + "Smoking_Pack_Years": 58.89405461 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.04506567, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 84, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.68681655, + "White_Blood_Cell_Count": 6.248862106, + "Platelet_Count": 321.8348132, + "Albumin_Level": 4.742595495, + "Alkaline_Phosphatase_Level": 52.58579691, + "Alanine_Aminotransferase_Level": 9.872122798, + "Aspartate_Aminotransferase_Level": 33.74637729, + "Creatinine_Level": 1.17303144, + "LDH_Level": 156.2054189, + "Calcium_Level": 9.608010637, + "Phosphorus_Level": 4.31137187, + "Glucose_Level": 102.5146258, + "Potassium_Level": 3.896198305, + "Sodium_Level": 139.6761893, + "Smoking_Pack_Years": 29.88554753 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.2572002, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.94267088, + "White_Blood_Cell_Count": 6.69087791, + "Platelet_Count": 285.2755473, + "Albumin_Level": 3.635924297, + "Alkaline_Phosphatase_Level": 73.64509069, + "Alanine_Aminotransferase_Level": 8.342650049, + "Aspartate_Aminotransferase_Level": 41.4931817, + "Creatinine_Level": 1.432961035, + "LDH_Level": 168.0994759, + "Calcium_Level": 8.615883658, + "Phosphorus_Level": 4.730929175, + "Glucose_Level": 72.85848401, + "Potassium_Level": 4.970378305, + "Sodium_Level": 141.4806813, + "Smoking_Pack_Years": 80.10324355 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.06058736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.52444062, + "White_Blood_Cell_Count": 7.820761798, + "Platelet_Count": 215.3268156, + "Albumin_Level": 4.272086948, + "Alkaline_Phosphatase_Level": 54.33450311, + "Alanine_Aminotransferase_Level": 16.54057355, + "Aspartate_Aminotransferase_Level": 23.28906023, + "Creatinine_Level": 1.205328311, + "LDH_Level": 230.4970798, + "Calcium_Level": 10.3307147, + "Phosphorus_Level": 4.596382047, + "Glucose_Level": 85.48043813, + "Potassium_Level": 4.75224422, + "Sodium_Level": 140.7323295, + "Smoking_Pack_Years": 51.22857229 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.60552129, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.25294474, + "White_Blood_Cell_Count": 5.131588671, + "Platelet_Count": 299.2192522, + "Albumin_Level": 3.20876213, + "Alkaline_Phosphatase_Level": 74.75944305, + "Alanine_Aminotransferase_Level": 9.845360556, + "Aspartate_Aminotransferase_Level": 45.91043531, + "Creatinine_Level": 0.666737663, + "LDH_Level": 100.0537031, + "Calcium_Level": 8.233369021, + "Phosphorus_Level": 4.85911748, + "Glucose_Level": 125.7091263, + "Potassium_Level": 4.472993518, + "Sodium_Level": 143.1755129, + "Smoking_Pack_Years": 71.62561171 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.99925938, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.77231512, + "White_Blood_Cell_Count": 4.901475759, + "Platelet_Count": 376.030684, + "Albumin_Level": 3.793175942, + "Alkaline_Phosphatase_Level": 87.57874879, + "Alanine_Aminotransferase_Level": 28.79698175, + "Aspartate_Aminotransferase_Level": 29.49809634, + "Creatinine_Level": 0.853125208, + "LDH_Level": 187.2348157, + "Calcium_Level": 9.128426063, + "Phosphorus_Level": 4.963231515, + "Glucose_Level": 70.57616393, + "Potassium_Level": 4.528517873, + "Sodium_Level": 144.9662842, + "Smoking_Pack_Years": 98.68909354 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.07681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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"Potassium_Level": 3.798329898, + "Sodium_Level": 143.3590485, + "Smoking_Pack_Years": 94.50195431 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.09796131, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.14081157, + "White_Blood_Cell_Count": 9.988419401, + "Platelet_Count": 422.8066047, + "Albumin_Level": 4.833818658, + "Alkaline_Phosphatase_Level": 47.36264521, + "Alanine_Aminotransferase_Level": 20.65841663, + "Aspartate_Aminotransferase_Level": 37.3799929, + "Creatinine_Level": 0.851395889, + "LDH_Level": 227.6796975, + "Calcium_Level": 8.630813321, + "Phosphorus_Level": 3.402039089, + "Glucose_Level": 76.27584157, + "Potassium_Level": 4.258786009, + "Sodium_Level": 142.9366478, + "Smoking_Pack_Years": 80.23132499 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.79920247, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.45061638, + "White_Blood_Cell_Count": 4.186873758, + "Platelet_Count": 446.3953305, + "Albumin_Level": 3.293357508, + "Alkaline_Phosphatase_Level": 100.8630694, + "Alanine_Aminotransferase_Level": 38.90677923, + "Aspartate_Aminotransferase_Level": 41.66305335, + "Creatinine_Level": 0.53716294, + "LDH_Level": 188.7181069, + "Calcium_Level": 8.216654656, + "Phosphorus_Level": 2.659607853, + "Glucose_Level": 77.35291095, + "Potassium_Level": 4.823211803, + "Sodium_Level": 139.8242176, + "Smoking_Pack_Years": 36.82371529 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.04961304, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.73555072, + "White_Blood_Cell_Count": 9.804255097, + "Platelet_Count": 280.0305693, + "Albumin_Level": 4.500465565, + "Alkaline_Phosphatase_Level": 91.54864884, + "Alanine_Aminotransferase_Level": 20.02094598, + "Aspartate_Aminotransferase_Level": 33.24749617, + "Creatinine_Level": 1.46742282, + "LDH_Level": 133.5737628, + "Calcium_Level": 9.991733888, + "Phosphorus_Level": 4.869434632, + "Glucose_Level": 129.7176511, + "Potassium_Level": 3.655758837, + "Sodium_Level": 136.9632914, + "Smoking_Pack_Years": 41.36446332 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.0843252, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.92154438, + "White_Blood_Cell_Count": 8.334254869, + "Platelet_Count": 425.3668636, + "Albumin_Level": 3.402236962, + "Alkaline_Phosphatase_Level": 111.5335494, + "Alanine_Aminotransferase_Level": 25.18848976, + "Aspartate_Aminotransferase_Level": 44.92840378, + "Creatinine_Level": 0.778522043, + "LDH_Level": 236.6480954, + "Calcium_Level": 8.317880522, + "Phosphorus_Level": 4.780848446, + "Glucose_Level": 73.94896056, + "Potassium_Level": 3.971964645, + "Sodium_Level": 138.9297644, + "Smoking_Pack_Years": 94.45300192 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.77770348, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.34629981, + "White_Blood_Cell_Count": 6.812638508, + "Platelet_Count": 403.5512986, + "Albumin_Level": 4.313581069, + "Alkaline_Phosphatase_Level": 53.47319348, + "Alanine_Aminotransferase_Level": 26.17068645, + "Aspartate_Aminotransferase_Level": 27.45927804, + "Creatinine_Level": 1.188073148, + "LDH_Level": 248.6240424, + "Calcium_Level": 10.16581887, + "Phosphorus_Level": 3.369615124, + "Glucose_Level": 119.1400814, + "Potassium_Level": 4.084372015, + "Sodium_Level": 138.2378056, + "Smoking_Pack_Years": 18.72667799 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.34147873, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.36266986, + "White_Blood_Cell_Count": 6.363870512, + "Platelet_Count": 225.1075511, + "Albumin_Level": 3.469020983, + "Alkaline_Phosphatase_Level": 74.07842955, + "Alanine_Aminotransferase_Level": 35.265292, + "Aspartate_Aminotransferase_Level": 45.17637715, + "Creatinine_Level": 1.317650342, + "LDH_Level": 227.6936891, + "Calcium_Level": 8.443582594, + "Phosphorus_Level": 3.07018885, + "Glucose_Level": 86.75163955, + "Potassium_Level": 4.182129851, + "Sodium_Level": 137.9419458, + "Smoking_Pack_Years": 83.79703237 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.76002234, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.01314116, + "White_Blood_Cell_Count": 7.422291543, + "Platelet_Count": 290.7148433, + "Albumin_Level": 3.124475838, + "Alkaline_Phosphatase_Level": 105.7189332, + "Alanine_Aminotransferase_Level": 20.99401345, + "Aspartate_Aminotransferase_Level": 38.10489254, + "Creatinine_Level": 0.512390154, + "LDH_Level": 131.6255323, + "Calcium_Level": 8.980178752, + "Phosphorus_Level": 3.403797709, + "Glucose_Level": 142.5984821, + "Potassium_Level": 3.520729262, + "Sodium_Level": 140.8771579, + "Smoking_Pack_Years": 59.43943802 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.92591904, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.29565484, + "White_Blood_Cell_Count": 8.260313549, + "Platelet_Count": 295.1140585, + "Albumin_Level": 3.947870856, + "Alkaline_Phosphatase_Level": 82.05090887, + "Alanine_Aminotransferase_Level": 23.27166278, + "Aspartate_Aminotransferase_Level": 28.96772403, + "Creatinine_Level": 1.039593902, + "LDH_Level": 176.5426244, + "Calcium_Level": 8.886594626, + "Phosphorus_Level": 3.864722443, + 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84.00937078, + "Alanine_Aminotransferase_Level": 38.11089063, + "Aspartate_Aminotransferase_Level": 41.20210837, + "Creatinine_Level": 1.264254356, + "LDH_Level": 213.8786748, + "Calcium_Level": 8.505251683, + "Phosphorus_Level": 4.394549029, + "Glucose_Level": 101.354545, + "Potassium_Level": 4.46666824, + "Sodium_Level": 138.0671447, + "Smoking_Pack_Years": 49.71530165 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.66092557, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.45530079, + "White_Blood_Cell_Count": 7.977381843, + "Platelet_Count": 174.4998888, + "Albumin_Level": 3.740466089, + "Alkaline_Phosphatase_Level": 112.0180948, + "Alanine_Aminotransferase_Level": 18.50543436, + "Aspartate_Aminotransferase_Level": 28.31453002, + "Creatinine_Level": 1.303180505, + "LDH_Level": 210.4521497, + "Calcium_Level": 10.17866027, + "Phosphorus_Level": 2.569311191, + "Glucose_Level": 112.5284067, + "Potassium_Level": 4.427689651, + "Sodium_Level": 135.0466318, + "Smoking_Pack_Years": 13.81393297 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.81138021, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.93736718, + "White_Blood_Cell_Count": 9.929152783, + "Platelet_Count": 308.9391144, + "Albumin_Level": 4.021522, + "Alkaline_Phosphatase_Level": 73.37778535, + "Alanine_Aminotransferase_Level": 22.7512626, + "Aspartate_Aminotransferase_Level": 18.9474667, + "Creatinine_Level": 1.047302068, + "LDH_Level": 183.5187492, + "Calcium_Level": 8.443771453, + "Phosphorus_Level": 3.765731108, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.79089185, + "White_Blood_Cell_Count": 4.323990058, + "Platelet_Count": 222.6124943, + "Albumin_Level": 3.642253743, + "Alkaline_Phosphatase_Level": 93.26097654, + "Alanine_Aminotransferase_Level": 15.39118607, + "Aspartate_Aminotransferase_Level": 21.52330661, + "Creatinine_Level": 0.62696661, + "LDH_Level": 180.641933, + "Calcium_Level": 9.219363353, + "Phosphorus_Level": 2.60461111, + "Glucose_Level": 76.95141998, + "Potassium_Level": 4.468387084, + "Sodium_Level": 136.9495308, + "Smoking_Pack_Years": 37.47333989 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.93541635, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.54161335, + "White_Blood_Cell_Count": 5.781497347, + "Platelet_Count": 223.0270085, + "Albumin_Level": 3.547174653, + "Alkaline_Phosphatase_Level": 52.5137011, + "Alanine_Aminotransferase_Level": 11.9533289, + "Aspartate_Aminotransferase_Level": 31.7166486, + "Creatinine_Level": 1.216395205, + "LDH_Level": 120.597409, + "Calcium_Level": 9.956335844, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.20424202, + "White_Blood_Cell_Count": 9.085494538, + "Platelet_Count": 321.2468529, + "Albumin_Level": 4.173872648, + "Alkaline_Phosphatase_Level": 68.00819181, + "Alanine_Aminotransferase_Level": 11.62902454, + "Aspartate_Aminotransferase_Level": 12.1622512, + "Creatinine_Level": 1.006373129, + "LDH_Level": 205.9781853, + "Calcium_Level": 8.877389373, + "Phosphorus_Level": 4.82867513, + "Glucose_Level": 107.4719441, + "Potassium_Level": 3.886001944, + "Sodium_Level": 144.6987176, + "Smoking_Pack_Years": 90.7670937 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never 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9.7030514, + "Phosphorus_Level": 4.777900231, + "Glucose_Level": 121.7029905, + "Potassium_Level": 3.635885391, + "Sodium_Level": 139.0005875, + "Smoking_Pack_Years": 26.95253886 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.50279072, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.52560864, + "White_Blood_Cell_Count": 9.745996367, + "Platelet_Count": 227.2426524, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.4199004, + "White_Blood_Cell_Count": 9.351721499, + "Platelet_Count": 305.6599222, + "Albumin_Level": 3.461993748, + "Alkaline_Phosphatase_Level": 92.38058594, + "Alanine_Aminotransferase_Level": 19.1997274, + "Aspartate_Aminotransferase_Level": 19.68916143, + "Creatinine_Level": 0.957614286, + "LDH_Level": 192.8463655, + "Calcium_Level": 8.002458432, + "Phosphorus_Level": 4.253223102, + "Glucose_Level": 114.0267028, + "Potassium_Level": 4.680395606, + "Sodium_Level": 137.1199911, + "Smoking_Pack_Years": 73.40120203 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.18249966, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.46709478, + "White_Blood_Cell_Count": 9.627964386, + "Platelet_Count": 308.262573, + "Albumin_Level": 4.32059111, + "Alkaline_Phosphatase_Level": 102.1797454, + "Alanine_Aminotransferase_Level": 34.83121201, + "Aspartate_Aminotransferase_Level": 27.01278479, + "Creatinine_Level": 0.738200814, + "LDH_Level": 136.3180875, + "Calcium_Level": 9.563870577, + "Phosphorus_Level": 3.595679234, + "Glucose_Level": 123.8183516, + "Potassium_Level": 4.429812158, + "Sodium_Level": 143.1640152, + "Smoking_Pack_Years": 67.90146915 + }, + { + "Age": 71, + "Gender": "Male", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.20077049, + "White_Blood_Cell_Count": 6.327826984, + "Platelet_Count": 215.3196803, + "Albumin_Level": 4.591932631, + "Alkaline_Phosphatase_Level": 32.7275813, + "Alanine_Aminotransferase_Level": 16.66159376, + "Aspartate_Aminotransferase_Level": 44.08391127, + "Creatinine_Level": 1.34835384, + "LDH_Level": 115.3048085, + "Calcium_Level": 9.050483162, + "Phosphorus_Level": 3.960786754, + "Glucose_Level": 139.8787445, + "Potassium_Level": 4.672668223, + "Sodium_Level": 135.0358799, + "Smoking_Pack_Years": 34.25932464 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.52514941, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.66053775, + "White_Blood_Cell_Count": 5.153806449, + "Platelet_Count": 449.2730857, + "Albumin_Level": 3.244754638, + "Alkaline_Phosphatase_Level": 86.18212748, + "Alanine_Aminotransferase_Level": 27.55250339, + "Aspartate_Aminotransferase_Level": 16.78807038, + "Creatinine_Level": 1.243890636, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.64412467, + "White_Blood_Cell_Count": 8.625974233, + "Platelet_Count": 444.4952244, + "Albumin_Level": 4.861528632, + "Alkaline_Phosphatase_Level": 31.40424669, + "Alanine_Aminotransferase_Level": 21.55610357, + "Aspartate_Aminotransferase_Level": 32.32913414, + "Creatinine_Level": 1.164779958, + "LDH_Level": 183.446924, + "Calcium_Level": 9.120308666, + "Phosphorus_Level": 3.395172745, + "Glucose_Level": 126.6683093, + "Potassium_Level": 3.650741618, + "Sodium_Level": 136.2389356, + "Smoking_Pack_Years": 2.589729897 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.11929412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.6397144, + "White_Blood_Cell_Count": 8.482728497, + "Platelet_Count": 176.4076647, + "Albumin_Level": 3.342756935, + "Alkaline_Phosphatase_Level": 107.9576334, + "Alanine_Aminotransferase_Level": 31.89664398, + "Aspartate_Aminotransferase_Level": 25.40556064, + "Creatinine_Level": 0.718014219, + "LDH_Level": 232.5174458, + "Calcium_Level": 9.910390058, + "Phosphorus_Level": 3.765802681, + "Glucose_Level": 78.75921496, + "Potassium_Level": 3.847908082, + "Sodium_Level": 144.2526372, + "Smoking_Pack_Years": 83.43651777 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.76842967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.72133724, + "White_Blood_Cell_Count": 8.94346225, + "Platelet_Count": 257.2189578, + "Albumin_Level": 4.569828586, + "Alkaline_Phosphatase_Level": 91.19342694, + "Alanine_Aminotransferase_Level": 6.442570977, + "Aspartate_Aminotransferase_Level": 14.91703072, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.97897393, + "White_Blood_Cell_Count": 8.600210785, + "Platelet_Count": 429.7550213, + "Albumin_Level": 4.986886899, + "Alkaline_Phosphatase_Level": 101.3755932, + "Alanine_Aminotransferase_Level": 32.63475042, + "Aspartate_Aminotransferase_Level": 28.90526869, + "Creatinine_Level": 1.473229236, + "LDH_Level": 147.4683296, + "Calcium_Level": 8.818889358, + "Phosphorus_Level": 4.894351483, + "Glucose_Level": 70.58742797, + "Potassium_Level": 4.172488252, + "Sodium_Level": 139.647559, + "Smoking_Pack_Years": 5.653829306 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.81003236, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.09085903, + "White_Blood_Cell_Count": 9.28448772, + "Platelet_Count": 286.4935316, + "Albumin_Level": 3.109295232, + "Alkaline_Phosphatase_Level": 56.60307948, + "Alanine_Aminotransferase_Level": 30.28311015, + "Aspartate_Aminotransferase_Level": 19.05760826, + "Creatinine_Level": 0.701021637, + "LDH_Level": 155.1810474, + "Calcium_Level": 8.958871256, + "Phosphorus_Level": 4.651027913, + "Glucose_Level": 78.49237883, + "Potassium_Level": 4.189643076, + "Sodium_Level": 143.5371364, + "Smoking_Pack_Years": 40.6521622 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.69418106, + "White_Blood_Cell_Count": 7.844406301, + "Platelet_Count": 297.2864067, + "Albumin_Level": 3.637726641, + "Alkaline_Phosphatase_Level": 38.96884836, + "Alanine_Aminotransferase_Level": 28.31532535, + "Aspartate_Aminotransferase_Level": 47.13290623, + "Creatinine_Level": 1.386848093, + "LDH_Level": 193.342487, + "Calcium_Level": 9.792304408, + "Phosphorus_Level": 4.874026516, + "Glucose_Level": 119.773161, + "Potassium_Level": 3.748252154, + "Sodium_Level": 142.5505905, + "Smoking_Pack_Years": 36.47604174 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.28353942, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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143.0508761, + "Smoking_Pack_Years": 50.98627408 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.12415945, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.63209065, + "White_Blood_Cell_Count": 9.65356735, + "Platelet_Count": 164.2856703, + "Albumin_Level": 4.465044951, + "Alkaline_Phosphatase_Level": 51.6337321, + "Alanine_Aminotransferase_Level": 12.81405243, + "Aspartate_Aminotransferase_Level": 18.51572013, + "Creatinine_Level": 1.241177314, + "LDH_Level": 157.9157217, + "Calcium_Level": 9.986029514, + "Phosphorus_Level": 4.716452855, + "Glucose_Level": 107.5134357, + "Potassium_Level": 4.208105318, + "Sodium_Level": 139.5842654, + "Smoking_Pack_Years": 51.88603739 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.84752272, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.12659597, + "White_Blood_Cell_Count": 9.462740842, + "Platelet_Count": 413.165366, + "Albumin_Level": 4.207816092, + "Alkaline_Phosphatase_Level": 84.34849046, + "Alanine_Aminotransferase_Level": 36.32652306, + "Aspartate_Aminotransferase_Level": 25.03108363, + "Creatinine_Level": 0.887966372, + "LDH_Level": 183.2881318, + "Calcium_Level": 9.335034004, + "Phosphorus_Level": 3.40892245, + "Glucose_Level": 137.9883511, + "Potassium_Level": 4.277835435, + "Sodium_Level": 140.6913836, + "Smoking_Pack_Years": 13.05598283 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.69799541, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.47672967, + "White_Blood_Cell_Count": 6.443624666, + "Platelet_Count": 273.8593291, + "Albumin_Level": 4.684115182, + "Alkaline_Phosphatase_Level": 56.94307009, + "Alanine_Aminotransferase_Level": 11.50649619, + "Aspartate_Aminotransferase_Level": 44.24807388, + "Creatinine_Level": 0.939960056, + "LDH_Level": 144.6554925, + "Calcium_Level": 9.76191388, + "Phosphorus_Level": 2.753851955, + "Glucose_Level": 74.08734278, + "Potassium_Level": 3.83999149, + "Sodium_Level": 136.7560434, + "Smoking_Pack_Years": 67.98844419 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.50756546, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.93659349, + "White_Blood_Cell_Count": 6.629838173, + "Platelet_Count": 150.7824586, + "Albumin_Level": 3.152582215, + "Alkaline_Phosphatase_Level": 84.81057562, + "Alanine_Aminotransferase_Level": 22.68741794, + "Aspartate_Aminotransferase_Level": 37.86013242, + "Creatinine_Level": 1.086151875, + "LDH_Level": 197.1685801, + "Calcium_Level": 10.2406238, + "Phosphorus_Level": 3.438406123, + "Glucose_Level": 139.9408031, + "Potassium_Level": 4.067967647, + "Sodium_Level": 135.1880552, + "Smoking_Pack_Years": 28.47603506 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.27393098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.81598214, + "White_Blood_Cell_Count": 4.444300148, + "Platelet_Count": 347.3657366, + "Albumin_Level": 4.082879988, + "Alkaline_Phosphatase_Level": 66.91021174, + "Alanine_Aminotransferase_Level": 13.57069033, + "Aspartate_Aminotransferase_Level": 18.75072381, + "Creatinine_Level": 0.891463388, + "LDH_Level": 247.0157673, + "Calcium_Level": 9.595759001, + "Phosphorus_Level": 4.440482981, + "Glucose_Level": 146.8780134, + "Potassium_Level": 4.824085095, + "Sodium_Level": 135.7725774, + "Smoking_Pack_Years": 13.86272532 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.29479292, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.86090187, + "White_Blood_Cell_Count": 9.935415795, + "Platelet_Count": 236.8328911, + "Albumin_Level": 3.934584266, + "Alkaline_Phosphatase_Level": 85.31061846, + "Alanine_Aminotransferase_Level": 35.26421631, + "Aspartate_Aminotransferase_Level": 42.23323017, + "Creatinine_Level": 0.838042152, + "LDH_Level": 182.7874813, + "Calcium_Level": 8.818212632, + "Phosphorus_Level": 3.60779191, + "Glucose_Level": 133.3265989, + "Potassium_Level": 4.939396272, + "Sodium_Level": 135.7406055, + "Smoking_Pack_Years": 68.29036589 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.2307506, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.88348854, + "White_Blood_Cell_Count": 8.927611783, + "Platelet_Count": 261.4141514, + "Albumin_Level": 3.513115522, + "Alkaline_Phosphatase_Level": 54.15774859, + "Alanine_Aminotransferase_Level": 11.09471769, + "Aspartate_Aminotransferase_Level": 49.06617765, + "Creatinine_Level": 1.265429417, + "LDH_Level": 155.7605603, + "Calcium_Level": 8.007678841, + "Phosphorus_Level": 4.595352279, + "Glucose_Level": 103.9183421, + "Potassium_Level": 3.582372743, + "Sodium_Level": 144.3284572, + "Smoking_Pack_Years": 77.25860798 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.37198039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.52361028, + "White_Blood_Cell_Count": 8.544246956, + "Platelet_Count": 191.3292461, + "Albumin_Level": 4.31283727, + "Alkaline_Phosphatase_Level": 53.61638884, + "Alanine_Aminotransferase_Level": 9.629458929, + "Aspartate_Aminotransferase_Level": 10.40299627, + "Creatinine_Level": 1.406011459, + "LDH_Level": 100.8748643, + "Calcium_Level": 8.10819925, + "Phosphorus_Level": 4.026105731, + "Glucose_Level": 88.3427067, + "Potassium_Level": 4.991981441, + "Sodium_Level": 138.9283127, + "Smoking_Pack_Years": 61.19140505 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.20185743, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.36802224, + "White_Blood_Cell_Count": 9.295598394, + "Platelet_Count": 390.1473289, + "Albumin_Level": 4.379406339, + "Alkaline_Phosphatase_Level": 85.72854791, + "Alanine_Aminotransferase_Level": 15.55024714, + "Aspartate_Aminotransferase_Level": 48.85546768, + "Creatinine_Level": 0.821569288, + "LDH_Level": 237.1064531, + "Calcium_Level": 9.745790595, + "Phosphorus_Level": 4.337617622, + "Glucose_Level": 134.7824002, + "Potassium_Level": 4.825601064, + "Sodium_Level": 144.7708414, + "Smoking_Pack_Years": 82.29803582 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.56328204, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 91, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.66289574, + "White_Blood_Cell_Count": 8.022415804, + "Platelet_Count": 382.64364, + "Albumin_Level": 4.231142601, + "Alkaline_Phosphatase_Level": 31.30931379, + "Alanine_Aminotransferase_Level": 27.42131948, + "Aspartate_Aminotransferase_Level": 12.24784119, + "Creatinine_Level": 0.559469094, + "LDH_Level": 199.8602009, + "Calcium_Level": 8.984855847, + "Phosphorus_Level": 3.131820969, + "Glucose_Level": 90.78142041, + "Potassium_Level": 3.982901337, + "Sodium_Level": 140.1346059, + "Smoking_Pack_Years": 20.33677037 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.29778455, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.76156575, + "White_Blood_Cell_Count": 4.640396267, + "Platelet_Count": 333.6188232, + "Albumin_Level": 3.057695264, + "Alkaline_Phosphatase_Level": 44.56925282, + "Alanine_Aminotransferase_Level": 10.5990811, + "Aspartate_Aminotransferase_Level": 23.89818762, + "Creatinine_Level": 1.084444513, + "LDH_Level": 115.7594587, + "Calcium_Level": 8.491441809, + "Phosphorus_Level": 2.69757861, + "Glucose_Level": 108.6401566, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 18.92974127, + "Aspartate_Aminotransferase_Level": 17.61392261, + "Creatinine_Level": 1.370408552, + "LDH_Level": 126.3611854, + "Calcium_Level": 10.05692759, + "Phosphorus_Level": 4.587975115, + "Glucose_Level": 83.68527306, + "Potassium_Level": 4.301930411, + "Sodium_Level": 141.507583, + "Smoking_Pack_Years": 73.78103786 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.11748528, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.87036306, + "White_Blood_Cell_Count": 7.67786373, + "Platelet_Count": 398.6566429, + "Albumin_Level": 3.792052551, + "Alkaline_Phosphatase_Level": 97.6242053, + "Alanine_Aminotransferase_Level": 11.24824754, + "Aspartate_Aminotransferase_Level": 23.43776356, + "Creatinine_Level": 1.401197708, + "LDH_Level": 244.5781728, + "Calcium_Level": 9.663177311, + "Phosphorus_Level": 4.576562397, + "Glucose_Level": 128.571044, + "Potassium_Level": 4.599070351, + "Sodium_Level": 135.6960084, + "Smoking_Pack_Years": 69.80048834 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.29594175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.50963322, + "White_Blood_Cell_Count": 6.66435003, + "Platelet_Count": 411.9150249, + "Albumin_Level": 4.937771566, + "Alkaline_Phosphatase_Level": 83.97150433, + "Alanine_Aminotransferase_Level": 27.38353549, + "Aspartate_Aminotransferase_Level": 41.00873207, + "Creatinine_Level": 0.532669458, + "LDH_Level": 246.5846554, + "Calcium_Level": 8.43755644, + "Phosphorus_Level": 2.876269443, + "Glucose_Level": 133.5943963, + "Potassium_Level": 4.560276507, + "Sodium_Level": 141.5419406, + "Smoking_Pack_Years": 63.72265307 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.12573266, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.83695564, + "White_Blood_Cell_Count": 3.90966138, + "Platelet_Count": 201.4313866, + "Albumin_Level": 4.224475809, + "Alkaline_Phosphatase_Level": 85.43140108, + "Alanine_Aminotransferase_Level": 8.849201065, + "Aspartate_Aminotransferase_Level": 28.23082704, + "Creatinine_Level": 0.526251485, + "LDH_Level": 126.0818378, + "Calcium_Level": 8.230307711, + "Phosphorus_Level": 3.821875141, + "Glucose_Level": 94.98834925, + "Potassium_Level": 3.803628973, + "Sodium_Level": 143.7262806, + "Smoking_Pack_Years": 52.83276561 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.89666218, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.21974499, + "White_Blood_Cell_Count": 4.623794673, + "Platelet_Count": 439.309772, + "Albumin_Level": 4.308616837, + "Alkaline_Phosphatase_Level": 70.10802643, + "Alanine_Aminotransferase_Level": 9.429552022, + "Aspartate_Aminotransferase_Level": 33.06948778, + "Creatinine_Level": 1.113686771, + "LDH_Level": 216.9011258, + "Calcium_Level": 8.936924317, + "Phosphorus_Level": 2.632044061, + "Glucose_Level": 102.7482521, + "Potassium_Level": 3.97227335, + "Sodium_Level": 142.9823914, + "Smoking_Pack_Years": 64.3066796 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.49513929, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.89504111, + "White_Blood_Cell_Count": 4.577323077, + "Platelet_Count": 211.6658288, + "Albumin_Level": 3.691868732, + "Alkaline_Phosphatase_Level": 98.10175997, + "Alanine_Aminotransferase_Level": 23.99382007, + "Aspartate_Aminotransferase_Level": 22.35084184, + "Creatinine_Level": 1.108609463, + "LDH_Level": 247.2375416, + "Calcium_Level": 8.651479643, + "Phosphorus_Level": 2.649228268, + "Glucose_Level": 124.5078371, + "Potassium_Level": 4.005909182, + "Sodium_Level": 137.9558998, + "Smoking_Pack_Years": 43.6722048 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.133860841, + "Phosphorus_Level": 3.660230201, + "Glucose_Level": 79.56736717, + "Potassium_Level": 3.67641658, + "Sodium_Level": 135.0333832, + "Smoking_Pack_Years": 51.07926972 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.45807187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.90230059, + "White_Blood_Cell_Count": 6.400154204, + "Platelet_Count": 244.555513, + "Albumin_Level": 4.35898464, + "Alkaline_Phosphatase_Level": 105.4332024, + "Alanine_Aminotransferase_Level": 30.94129814, + "Aspartate_Aminotransferase_Level": 10.92579843, + "Creatinine_Level": 0.883270079, + "LDH_Level": 232.6978655, + "Calcium_Level": 9.226626308, + "Phosphorus_Level": 2.816519444, + "Glucose_Level": 107.4894014, + "Potassium_Level": 4.799233681, + "Sodium_Level": 139.0178032, + "Smoking_Pack_Years": 1.634648625 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.99572212, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.33303771, + "White_Blood_Cell_Count": 8.714219055, + "Platelet_Count": 173.9900177, + "Albumin_Level": 3.775348071, + "Alkaline_Phosphatase_Level": 36.54467646, + "Alanine_Aminotransferase_Level": 38.54261526, + "Aspartate_Aminotransferase_Level": 16.66044128, + "Creatinine_Level": 1.006812445, + "LDH_Level": 182.9097682, + "Calcium_Level": 9.711204626, + "Phosphorus_Level": 4.989351998, + "Glucose_Level": 73.60375028, + "Potassium_Level": 4.546463483, + "Sodium_Level": 140.4225745, + "Smoking_Pack_Years": 21.2319194 + }, + { + "Age": 38, + "Gender": 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"Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.13214591, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.3116677, + "White_Blood_Cell_Count": 4.724860092, + "Platelet_Count": 320.590857, + "Albumin_Level": 4.077215043, + "Alkaline_Phosphatase_Level": 97.26041796, + "Alanine_Aminotransferase_Level": 27.00109272, + "Aspartate_Aminotransferase_Level": 49.30318743, + "Creatinine_Level": 0.768780132, + "LDH_Level": 167.5777155, + "Calcium_Level": 9.165275789, + "Phosphorus_Level": 4.08140152, + "Glucose_Level": 102.5295438, + "Potassium_Level": 3.920746673, + "Sodium_Level": 140.3724192, + "Smoking_Pack_Years": 25.1161809 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.9980008, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.04461525, + "White_Blood_Cell_Count": 5.87019015, + 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"Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.48423441, + "White_Blood_Cell_Count": 8.860606307, + "Platelet_Count": 325.901225, + "Albumin_Level": 3.574514656, + "Alkaline_Phosphatase_Level": 43.24227175, + "Alanine_Aminotransferase_Level": 22.05867197, + "Aspartate_Aminotransferase_Level": 38.66270845, + "Creatinine_Level": 0.88982613, + "LDH_Level": 176.4612627, + "Calcium_Level": 8.061345668, + "Phosphorus_Level": 3.811597505, + "Glucose_Level": 149.1630929, + "Potassium_Level": 4.43424553, + "Sodium_Level": 140.3702465, + "Smoking_Pack_Years": 88.64443854 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.35051652, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.12245275, + "White_Blood_Cell_Count": 8.010174838, + "Platelet_Count": 250.9366903, + "Albumin_Level": 4.445091153, + "Alkaline_Phosphatase_Level": 69.56725635, + "Alanine_Aminotransferase_Level": 34.95199435, + "Aspartate_Aminotransferase_Level": 32.7904282, + "Creatinine_Level": 0.636552724, 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.04612052, + "White_Blood_Cell_Count": 7.929648409, + "Platelet_Count": 414.1747973, + "Albumin_Level": 4.583064204, + "Alkaline_Phosphatase_Level": 39.99128665, + "Alanine_Aminotransferase_Level": 14.76325881, + "Aspartate_Aminotransferase_Level": 14.5917737, + "Creatinine_Level": 1.058991927, + "LDH_Level": 159.5607747, + "Calcium_Level": 9.787136631, + "Phosphorus_Level": 3.984288851, + "Glucose_Level": 103.6826968, + "Potassium_Level": 4.38269875, + "Sodium_Level": 143.4604215, + "Smoking_Pack_Years": 43.28281767 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.40558421, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.38902302, + "White_Blood_Cell_Count": 6.955580038, + "Platelet_Count": 333.4749111, + "Albumin_Level": 3.95758261, + "Alkaline_Phosphatase_Level": 58.74505537, + "Alanine_Aminotransferase_Level": 6.51429553, + "Aspartate_Aminotransferase_Level": 48.14739551, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.29455741, + "White_Blood_Cell_Count": 6.275383651, + "Platelet_Count": 383.5549701, + "Albumin_Level": 3.250994648, + "Alkaline_Phosphatase_Level": 91.54416376, + "Alanine_Aminotransferase_Level": 18.50658248, + "Aspartate_Aminotransferase_Level": 49.2024206, + "Creatinine_Level": 1.339911106, + "LDH_Level": 155.8665866, + "Calcium_Level": 9.843142319, + "Phosphorus_Level": 3.638712356, + "Glucose_Level": 81.31981832, + "Potassium_Level": 4.911162284, + "Sodium_Level": 144.4408937, + "Smoking_Pack_Years": 54.13802014 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.63662318, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.48410812, + "White_Blood_Cell_Count": 8.934143496, + "Platelet_Count": 438.8933637, + "Albumin_Level": 4.155170881, + "Alkaline_Phosphatase_Level": 44.70046603, + "Alanine_Aminotransferase_Level": 34.4327915, + "Aspartate_Aminotransferase_Level": 42.79121171, + "Creatinine_Level": 1.152318447, + "LDH_Level": 169.1281199, + "Calcium_Level": 9.62160314, + "Phosphorus_Level": 3.069186646, + "Glucose_Level": 74.19416921, + "Potassium_Level": 4.862568616, + "Sodium_Level": 141.0727579, + "Smoking_Pack_Years": 85.22541789 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.55531386, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.37203068, + "White_Blood_Cell_Count": 5.715948587, + "Platelet_Count": 216.2483204, + "Albumin_Level": 4.95865599, + "Alkaline_Phosphatase_Level": 39.52614906, + "Alanine_Aminotransferase_Level": 36.95628295, + "Aspartate_Aminotransferase_Level": 46.6654805, + "Creatinine_Level": 0.994917424, + "LDH_Level": 105.2480905, + "Calcium_Level": 8.417909923, + "Phosphorus_Level": 3.214667648, + "Glucose_Level": 129.4122561, + "Potassium_Level": 4.148800795, + "Sodium_Level": 142.1461489, + "Smoking_Pack_Years": 5.705509315 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.8362985, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.06981772, + "White_Blood_Cell_Count": 3.883305666, + "Platelet_Count": 153.343572, + "Albumin_Level": 3.720708304, + "Alkaline_Phosphatase_Level": 67.42643184, + "Alanine_Aminotransferase_Level": 20.89243409, + "Aspartate_Aminotransferase_Level": 45.97456854, + "Creatinine_Level": 1.497918079, + "LDH_Level": 240.1972965, + "Calcium_Level": 9.868121634, + "Phosphorus_Level": 3.002068731, + "Glucose_Level": 76.39103815, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.26616895, + "White_Blood_Cell_Count": 5.517547678, + "Platelet_Count": 245.9259342, + "Albumin_Level": 3.759079358, + "Alkaline_Phosphatase_Level": 75.69228901, + "Alanine_Aminotransferase_Level": 30.29122579, + "Aspartate_Aminotransferase_Level": 17.63937023, + "Creatinine_Level": 1.334906218, + "LDH_Level": 161.9941597, + "Calcium_Level": 9.095064209, + "Phosphorus_Level": 3.870975751, + "Glucose_Level": 128.7155675, + "Potassium_Level": 3.753552749, + "Sodium_Level": 135.2529193, + "Smoking_Pack_Years": 69.92457222 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.4194928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.62267199, + "White_Blood_Cell_Count": 8.567285817, + "Platelet_Count": 392.424368, + "Albumin_Level": 4.059532629, + "Alkaline_Phosphatase_Level": 88.69652322, + "Alanine_Aminotransferase_Level": 28.99889434, + "Aspartate_Aminotransferase_Level": 18.58481716, + "Creatinine_Level": 0.779230207, + "LDH_Level": 235.2031859, + "Calcium_Level": 9.008368936, + "Phosphorus_Level": 4.835650503, + "Glucose_Level": 136.0227284, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.66449596, + "White_Blood_Cell_Count": 7.610103153, + "Platelet_Count": 174.0728782, + "Albumin_Level": 4.546732506, + "Alkaline_Phosphatase_Level": 62.14979269, + "Alanine_Aminotransferase_Level": 38.53914645, + "Aspartate_Aminotransferase_Level": 23.79853013, + "Creatinine_Level": 0.991898409, + "LDH_Level": 157.9999136, + "Calcium_Level": 8.686596303, + "Phosphorus_Level": 3.30141754, + "Glucose_Level": 73.33413327, + "Potassium_Level": 3.677955496, + "Sodium_Level": 140.0167926, + "Smoking_Pack_Years": 67.42091785 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.28299757, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.71506907, + "White_Blood_Cell_Count": 9.323120248, + "Platelet_Count": 164.3865287, + "Albumin_Level": 4.474186374, + "Alkaline_Phosphatase_Level": 89.509719, + "Alanine_Aminotransferase_Level": 21.38223221, + "Aspartate_Aminotransferase_Level": 48.27334344, + "Creatinine_Level": 1.135877955, + "LDH_Level": 150.8835001, + "Calcium_Level": 10.13150768, + "Phosphorus_Level": 4.446539615, + "Glucose_Level": 91.99195044, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.65771477, + "White_Blood_Cell_Count": 4.317653508, + "Platelet_Count": 307.4201755, + "Albumin_Level": 3.216718419, + "Alkaline_Phosphatase_Level": 69.54096813, + "Alanine_Aminotransferase_Level": 35.21467755, + "Aspartate_Aminotransferase_Level": 43.04589164, + "Creatinine_Level": 1.367106789, + "LDH_Level": 191.5674406, + "Calcium_Level": 9.544079874, + "Phosphorus_Level": 2.777420853, + "Glucose_Level": 102.5267148, + "Potassium_Level": 4.266753278, + "Sodium_Level": 138.1507181, + "Smoking_Pack_Years": 0.111944533 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.37943223, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.21558697, + "White_Blood_Cell_Count": 8.435713058, + "Platelet_Count": 443.0075325, + "Albumin_Level": 3.138315925, + "Alkaline_Phosphatase_Level": 70.68311271, + "Alanine_Aminotransferase_Level": 19.6892714, + "Aspartate_Aminotransferase_Level": 18.77086371, + "Creatinine_Level": 0.544458423, + "LDH_Level": 197.4155602, + "Calcium_Level": 9.629884556, + "Phosphorus_Level": 3.683393707, + "Glucose_Level": 137.6743861, + "Potassium_Level": 4.760463426, + "Sodium_Level": 135.0253412, + "Smoking_Pack_Years": 79.5929568 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.03812559, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.46793477, + "White_Blood_Cell_Count": 9.731176612, + "Platelet_Count": 161.5732533, + "Albumin_Level": 4.826597745, + "Alkaline_Phosphatase_Level": 86.62993148, + "Alanine_Aminotransferase_Level": 27.95523464, + "Aspartate_Aminotransferase_Level": 34.5114068, + "Creatinine_Level": 0.701010134, + "LDH_Level": 208.9314191, + "Calcium_Level": 9.748327678, + "Phosphorus_Level": 3.021534013, + "Glucose_Level": 98.37166134, + "Potassium_Level": 4.913350269, + "Sodium_Level": 139.203161, + "Smoking_Pack_Years": 68.89266114 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.62221589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.15519724, + "White_Blood_Cell_Count": 5.966822636, + "Platelet_Count": 251.5089964, + "Albumin_Level": 4.473991434, + "Alkaline_Phosphatase_Level": 63.72831161, + "Alanine_Aminotransferase_Level": 36.38544644, + "Aspartate_Aminotransferase_Level": 33.32849952, + "Creatinine_Level": 1.309184855, + "LDH_Level": 186.2837341, + "Calcium_Level": 8.296022181, + "Phosphorus_Level": 3.78704653, + "Glucose_Level": 104.8158567, + "Potassium_Level": 3.697781216, + "Sodium_Level": 137.8083449, + "Smoking_Pack_Years": 75.44516086 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.76510822, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.76190056, + "White_Blood_Cell_Count": 3.721188019, + "Platelet_Count": 357.9792795, + "Albumin_Level": 3.224039873, + "Alkaline_Phosphatase_Level": 83.25224347, + "Alanine_Aminotransferase_Level": 27.49449147, + "Aspartate_Aminotransferase_Level": 20.3577343, + "Creatinine_Level": 1.256293345, + "LDH_Level": 192.5012929, + "Calcium_Level": 9.645312924, + "Phosphorus_Level": 2.668511678, + "Glucose_Level": 92.9709532, + "Potassium_Level": 3.78636343, + "Sodium_Level": 144.4519556, + "Smoking_Pack_Years": 26.77442488 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.95818229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.19021328, + "White_Blood_Cell_Count": 9.194088443, + "Platelet_Count": 236.4436957, + "Albumin_Level": 3.75380877, + "Alkaline_Phosphatase_Level": 48.55594866, + "Alanine_Aminotransferase_Level": 30.21883751, + "Aspartate_Aminotransferase_Level": 28.89765342, + "Creatinine_Level": 0.900736124, + "LDH_Level": 220.4361933, + "Calcium_Level": 9.364813433, + "Phosphorus_Level": 4.841154165, + "Glucose_Level": 87.45605411, + "Potassium_Level": 4.970838219, + "Sodium_Level": 143.0953818, + "Smoking_Pack_Years": 80.61663259 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.9419167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.52700618, + "White_Blood_Cell_Count": 6.473183455, + "Platelet_Count": 353.3577946, + "Albumin_Level": 4.263921188, + "Alkaline_Phosphatase_Level": 67.77981752, + "Alanine_Aminotransferase_Level": 32.06125636, + "Aspartate_Aminotransferase_Level": 28.31261183, + "Creatinine_Level": 0.559474379, + "LDH_Level": 132.3300494, + "Calcium_Level": 9.114698918, + "Phosphorus_Level": 4.484027529, + "Glucose_Level": 91.75655109, + "Potassium_Level": 3.957102329, + "Sodium_Level": 142.2870282, + "Smoking_Pack_Years": 80.39754131 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.19966584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.9985407, + "White_Blood_Cell_Count": 7.681424599, + "Platelet_Count": 251.1317747, + "Albumin_Level": 4.780840419, + "Alkaline_Phosphatase_Level": 107.1184662, + "Alanine_Aminotransferase_Level": 36.22070425, + "Aspartate_Aminotransferase_Level": 37.30106204, + "Creatinine_Level": 0.984844861, + "LDH_Level": 223.5047496, + "Calcium_Level": 8.66264937, + "Phosphorus_Level": 4.72566021, + "Glucose_Level": 140.9196157, + "Potassium_Level": 4.839100877, + "Sodium_Level": 143.7174192, + "Smoking_Pack_Years": 88.61329016 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.83170757, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.62912243, + "White_Blood_Cell_Count": 8.137039095, + "Platelet_Count": 238.2458764, + "Albumin_Level": 3.566527334, + "Alkaline_Phosphatase_Level": 95.85339323, + "Alanine_Aminotransferase_Level": 24.97959607, + "Aspartate_Aminotransferase_Level": 30.11174604, + "Creatinine_Level": 1.389364221, + "LDH_Level": 145.9562644, + "Calcium_Level": 9.180037975, + "Phosphorus_Level": 3.233473123, + "Glucose_Level": 96.47799693, + "Potassium_Level": 3.721594196, + "Sodium_Level": 144.5970825, + "Smoking_Pack_Years": 99.59320737 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.29032877, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.61174202, + "White_Blood_Cell_Count": 3.878396066, + "Platelet_Count": 166.5181943, + "Albumin_Level": 4.660675867, + "Alkaline_Phosphatase_Level": 78.64040344, + "Alanine_Aminotransferase_Level": 15.40792561, + "Aspartate_Aminotransferase_Level": 29.04007136, + "Creatinine_Level": 0.929465318, + "LDH_Level": 244.2395764, + "Calcium_Level": 9.79593852, + "Phosphorus_Level": 4.004944183, + "Glucose_Level": 148.5368979, + "Potassium_Level": 4.027685894, + "Sodium_Level": 138.3154142, + "Smoking_Pack_Years": 68.72279529 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.97311606, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.81028554, + "White_Blood_Cell_Count": 8.992483468, + "Platelet_Count": 448.9777687, + "Albumin_Level": 4.534785877, + "Alkaline_Phosphatase_Level": 71.21247878, + "Alanine_Aminotransferase_Level": 39.78761352, + "Aspartate_Aminotransferase_Level": 15.56012966, + "Creatinine_Level": 0.55739732, + "LDH_Level": 168.3757313, + "Calcium_Level": 9.354757199, + "Phosphorus_Level": 4.321805219, + "Glucose_Level": 111.4394781, + "Potassium_Level": 4.451232533, + "Sodium_Level": 139.2572426, + "Smoking_Pack_Years": 68.19430854 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.61972896, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.35648028, + "White_Blood_Cell_Count": 6.681132761, + "Platelet_Count": 156.3386289, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.31920174, + "White_Blood_Cell_Count": 4.247443662, + "Platelet_Count": 177.6635071, + "Albumin_Level": 4.854479193, + "Alkaline_Phosphatase_Level": 117.7994642, + "Alanine_Aminotransferase_Level": 7.669231325, + "Aspartate_Aminotransferase_Level": 22.28684902, + "Creatinine_Level": 1.40420123, + "LDH_Level": 232.8513797, + "Calcium_Level": 8.585990923, + "Phosphorus_Level": 3.059730289, + "Glucose_Level": 112.6629607, + "Potassium_Level": 3.926370096, + "Sodium_Level": 138.5291245, + "Smoking_Pack_Years": 29.69573345 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.45411304, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.1270487, + "White_Blood_Cell_Count": 9.303628595, + "Platelet_Count": 409.0612652, + "Albumin_Level": 3.424463544, + "Alkaline_Phosphatase_Level": 117.11207, + "Alanine_Aminotransferase_Level": 8.199363396, + "Aspartate_Aminotransferase_Level": 17.59152068, + "Creatinine_Level": 0.857371362, + "LDH_Level": 227.286153, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.28930312, + "White_Blood_Cell_Count": 4.145305515, + "Platelet_Count": 181.3913487, + "Albumin_Level": 4.981587664, + "Alkaline_Phosphatase_Level": 47.49230083, + "Alanine_Aminotransferase_Level": 12.31543185, + "Aspartate_Aminotransferase_Level": 41.98585128, + "Creatinine_Level": 1.485375266, + "LDH_Level": 152.9164674, + "Calcium_Level": 9.361441144, + "Phosphorus_Level": 2.664333693, + "Glucose_Level": 124.5262255, + "Potassium_Level": 4.764962735, + "Sodium_Level": 140.6350493, + "Smoking_Pack_Years": 85.16072173 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.36841757, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.23630548, + "White_Blood_Cell_Count": 7.259271412, + "Platelet_Count": 271.6559972, + "Albumin_Level": 3.804421468, + "Alkaline_Phosphatase_Level": 32.49784377, + "Alanine_Aminotransferase_Level": 7.335694841, + "Aspartate_Aminotransferase_Level": 26.49947678, + "Creatinine_Level": 1.428726536, + "LDH_Level": 117.4789359, + "Calcium_Level": 8.31693017, + "Phosphorus_Level": 4.956377678, + "Glucose_Level": 74.81345728, + "Potassium_Level": 4.637300517, + "Sodium_Level": 142.2125654, + "Smoking_Pack_Years": 52.83434461 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.47731389, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.74808193, + "White_Blood_Cell_Count": 4.842590228, + "Platelet_Count": 298.2186081, + "Albumin_Level": 3.149741552, + "Alkaline_Phosphatase_Level": 114.8232258, + "Alanine_Aminotransferase_Level": 36.84027434, + "Aspartate_Aminotransferase_Level": 48.36108604, + "Creatinine_Level": 0.578656058, + "LDH_Level": 188.4467735, + "Calcium_Level": 10.00025662, + "Phosphorus_Level": 3.791957109, + "Glucose_Level": 122.3224717, + "Potassium_Level": 4.28103484, + "Sodium_Level": 139.6006729, + "Smoking_Pack_Years": 87.9292656 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.38649751, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.08726627, + "White_Blood_Cell_Count": 6.225714605, + "Platelet_Count": 259.0774649, + "Albumin_Level": 3.275698803, + "Alkaline_Phosphatase_Level": 118.4207681, + "Alanine_Aminotransferase_Level": 23.90773539, + "Aspartate_Aminotransferase_Level": 42.0401975, + "Creatinine_Level": 1.099141038, + "LDH_Level": 220.587974, + "Calcium_Level": 8.138723011, + "Phosphorus_Level": 4.085103093, + "Glucose_Level": 90.59767916, + "Potassium_Level": 4.8637205, + "Sodium_Level": 142.6022025, + "Smoking_Pack_Years": 27.77405524 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former 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"Phosphorus_Level": 4.177805366, + "Glucose_Level": 115.9112154, + "Potassium_Level": 4.124629719, + "Sodium_Level": 137.706418, + "Smoking_Pack_Years": 87.15608887 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.5376692, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.84945283, + "White_Blood_Cell_Count": 8.769572319, + "Platelet_Count": 285.1117612, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.61457628, + "White_Blood_Cell_Count": 4.911716347, + "Platelet_Count": 166.7137977, + "Albumin_Level": 4.893284674, + "Alkaline_Phosphatase_Level": 59.32650002, + "Alanine_Aminotransferase_Level": 35.66355334, + "Aspartate_Aminotransferase_Level": 47.04057086, + "Creatinine_Level": 0.717131794, + "LDH_Level": 132.7700584, + "Calcium_Level": 9.567082997, + "Phosphorus_Level": 2.560130776, + "Glucose_Level": 148.2021378, + "Potassium_Level": 4.719300853, + "Sodium_Level": 138.3841886, + "Smoking_Pack_Years": 74.12536923 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.60504442, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.97953843, + "White_Blood_Cell_Count": 5.671027973, + "Platelet_Count": 307.4169665, + "Albumin_Level": 3.307705109, + "Alkaline_Phosphatase_Level": 57.43880072, + "Alanine_Aminotransferase_Level": 29.53201911, + "Aspartate_Aminotransferase_Level": 41.17580159, + "Creatinine_Level": 1.124238547, + "LDH_Level": 242.3862458, + "Calcium_Level": 8.062029041, + "Phosphorus_Level": 4.4467203, + "Glucose_Level": 128.7689275, + "Potassium_Level": 4.874886552, + "Sodium_Level": 141.8144575, + "Smoking_Pack_Years": 42.16606766 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.44494062, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.52268312, + "White_Blood_Cell_Count": 5.927629313, + "Platelet_Count": 292.6308383, + "Albumin_Level": 4.818049894, + "Alkaline_Phosphatase_Level": 79.90377953, + "Alanine_Aminotransferase_Level": 14.24300489, + "Aspartate_Aminotransferase_Level": 30.01801807, + "Creatinine_Level": 0.994881542, + "LDH_Level": 113.7843059, + "Calcium_Level": 9.304939683, + "Phosphorus_Level": 4.122809307, + "Glucose_Level": 129.5659623, + "Potassium_Level": 3.541152064, + "Sodium_Level": 142.149009, + "Smoking_Pack_Years": 83.90286789 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.0983131, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.92904181, + "White_Blood_Cell_Count": 3.989553468, + "Platelet_Count": 283.0042018, + "Albumin_Level": 3.596703372, + "Alkaline_Phosphatase_Level": 82.20181193, + "Alanine_Aminotransferase_Level": 21.22645615, + "Aspartate_Aminotransferase_Level": 45.26809458, + "Creatinine_Level": 0.895669179, + "LDH_Level": 124.2881369, + "Calcium_Level": 9.909980836, + "Phosphorus_Level": 2.864072315, + "Glucose_Level": 81.81415981, + "Potassium_Level": 4.352925575, + "Sodium_Level": 142.7348043, + "Smoking_Pack_Years": 55.39332617 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.58628084, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.52558542, + "White_Blood_Cell_Count": 9.683012597, + "Platelet_Count": 373.3065459, + "Albumin_Level": 3.039837547, + "Alkaline_Phosphatase_Level": 86.95672555, + "Alanine_Aminotransferase_Level": 36.93638693, + "Aspartate_Aminotransferase_Level": 10.32287013, + "Creatinine_Level": 1.273947519, + "LDH_Level": 161.7551743, + "Calcium_Level": 8.518622505, + "Phosphorus_Level": 4.251464433, + "Glucose_Level": 78.45156739, + "Potassium_Level": 4.637248336, + "Sodium_Level": 142.4885577, + "Smoking_Pack_Years": 20.54905583 + }, + { + "Age": 58, + "Gender": 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215.8235082, + "Calcium_Level": 9.542307795, + "Phosphorus_Level": 2.973171517, + "Glucose_Level": 125.6130836, + "Potassium_Level": 4.736973523, + "Sodium_Level": 138.625467, + "Smoking_Pack_Years": 96.03098351 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.71947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.3029493, + "White_Blood_Cell_Count": 7.663665231, + "Platelet_Count": 182.7611007, + "Albumin_Level": 3.751884487, + "Alkaline_Phosphatase_Level": 66.28535883, + "Alanine_Aminotransferase_Level": 14.57905122, + "Aspartate_Aminotransferase_Level": 36.03608335, + "Creatinine_Level": 1.234104965, + "LDH_Level": 186.1339142, + "Calcium_Level": 8.621396593, + "Phosphorus_Level": 4.695975183, + "Glucose_Level": 107.2066007, + "Potassium_Level": 3.946472717, + "Sodium_Level": 142.8777231, + "Smoking_Pack_Years": 32.35871112 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.64059336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.45060313, + "White_Blood_Cell_Count": 4.194376085, + "Platelet_Count": 437.5737622, + "Albumin_Level": 4.37339582, + "Alkaline_Phosphatase_Level": 33.78254325, + "Alanine_Aminotransferase_Level": 37.03105712, + "Aspartate_Aminotransferase_Level": 34.72165623, + "Creatinine_Level": 0.840588006, + "LDH_Level": 229.5102039, + "Calcium_Level": 8.476738765, + "Phosphorus_Level": 4.916628746, + "Glucose_Level": 142.4613713, + "Potassium_Level": 3.920313699, + "Sodium_Level": 138.2625068, + "Smoking_Pack_Years": 81.1455529 + }, + { + "Age": 58, + "Gender": "Female", 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.86030138, + "White_Blood_Cell_Count": 5.613503585, + "Platelet_Count": 302.0721108, + "Albumin_Level": 4.095779271, + "Alkaline_Phosphatase_Level": 114.5559371, + "Alanine_Aminotransferase_Level": 31.0435992, + "Aspartate_Aminotransferase_Level": 40.43075972, + "Creatinine_Level": 1.460841101, + "LDH_Level": 109.20886, + "Calcium_Level": 9.834159472, + "Phosphorus_Level": 3.542205774, + "Glucose_Level": 121.9936589, + "Potassium_Level": 3.628470129, + "Sodium_Level": 143.2195628, + "Smoking_Pack_Years": 23.55460798 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.24370109, + "White_Blood_Cell_Count": 6.104642824, + "Platelet_Count": 229.8534693, + "Albumin_Level": 4.45883056, + "Alkaline_Phosphatase_Level": 37.19937101, + "Alanine_Aminotransferase_Level": 39.75177863, + "Aspartate_Aminotransferase_Level": 47.23269882, + "Creatinine_Level": 0.773038473, + "LDH_Level": 154.7187208, + "Calcium_Level": 9.589724818, + "Phosphorus_Level": 2.814498327, + "Glucose_Level": 140.8531899, + "Potassium_Level": 4.662882306, + "Sodium_Level": 141.6216597, + "Smoking_Pack_Years": 96.20904687 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.07715187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.18935735, + "White_Blood_Cell_Count": 7.536256058, + "Platelet_Count": 334.6355645, + "Albumin_Level": 3.568777097, + "Alkaline_Phosphatase_Level": 103.6299251, + "Alanine_Aminotransferase_Level": 35.72512481, + "Aspartate_Aminotransferase_Level": 46.22315269, + "Creatinine_Level": 0.927720301, + "LDH_Level": 169.0458839, + "Calcium_Level": 9.641711957, + "Phosphorus_Level": 4.544355119, + "Glucose_Level": 70.9383405, + "Potassium_Level": 3.739008932, + "Sodium_Level": 144.3294525, + "Smoking_Pack_Years": 27.49997384 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.6411068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.69633114, + "White_Blood_Cell_Count": 5.361905207, + "Platelet_Count": 277.0631841, + "Albumin_Level": 3.714702498, + "Alkaline_Phosphatase_Level": 106.8849759, + "Alanine_Aminotransferase_Level": 39.58841441, + "Aspartate_Aminotransferase_Level": 34.87644363, + "Creatinine_Level": 1.369602446, + "LDH_Level": 195.4367322, + "Calcium_Level": 8.417472958, + "Phosphorus_Level": 3.114338511, + "Glucose_Level": 122.7132109, + "Potassium_Level": 4.630385978, + "Sodium_Level": 144.8892509, + "Smoking_Pack_Years": 93.30867309 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.92813844, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 89, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.811305, + "White_Blood_Cell_Count": 8.566608189, + "Platelet_Count": 232.0813718, + "Albumin_Level": 4.573047534, + "Alkaline_Phosphatase_Level": 76.29509537, + "Alanine_Aminotransferase_Level": 27.18891597, + "Aspartate_Aminotransferase_Level": 30.28324328, + "Creatinine_Level": 1.0557024, + "LDH_Level": 216.1859494, + "Calcium_Level": 8.712507657, + "Phosphorus_Level": 4.462019839, + "Glucose_Level": 130.4561539, + "Potassium_Level": 3.67795873, + "Sodium_Level": 135.6701446, + "Smoking_Pack_Years": 87.4981939 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.63205671, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.28517508, + "White_Blood_Cell_Count": 9.583582502, + "Platelet_Count": 236.9940077, + "Albumin_Level": 3.732200266, + "Alkaline_Phosphatase_Level": 34.36093398, + "Alanine_Aminotransferase_Level": 29.6953268, + "Aspartate_Aminotransferase_Level": 11.38261471, + "Creatinine_Level": 1.072458947, + "LDH_Level": 191.0333629, + "Calcium_Level": 9.851382903, + "Phosphorus_Level": 2.944946389, + "Glucose_Level": 149.152524, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.64430159, + "White_Blood_Cell_Count": 5.952959533, + "Platelet_Count": 163.3685084, + "Albumin_Level": 4.547891542, + "Alkaline_Phosphatase_Level": 95.87743843, + "Alanine_Aminotransferase_Level": 31.38252787, + "Aspartate_Aminotransferase_Level": 36.64132907, + "Creatinine_Level": 0.990012526, + "LDH_Level": 189.8920969, + "Calcium_Level": 9.910354629, + "Phosphorus_Level": 3.903687537, + "Glucose_Level": 98.32476693, + "Potassium_Level": 3.547895157, + "Sodium_Level": 142.9337751, + "Smoking_Pack_Years": 63.54049446 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.77826292, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.0400673, + "White_Blood_Cell_Count": 9.473153802, + "Platelet_Count": 182.5610788, + "Albumin_Level": 3.597944246, + "Alkaline_Phosphatase_Level": 63.19001181, + "Alanine_Aminotransferase_Level": 33.25965022, + "Aspartate_Aminotransferase_Level": 39.00482378, + "Creatinine_Level": 1.13802578, + "LDH_Level": 238.0907738, + "Calcium_Level": 9.965514055, + "Phosphorus_Level": 3.624732499, + "Glucose_Level": 96.50964515, + "Potassium_Level": 4.253456631, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.35197245, + "White_Blood_Cell_Count": 4.331665893, + "Platelet_Count": 389.366199, + "Albumin_Level": 3.16663688, + "Alkaline_Phosphatase_Level": 58.8515289, + "Alanine_Aminotransferase_Level": 34.44717567, + "Aspartate_Aminotransferase_Level": 15.2284153, + "Creatinine_Level": 1.037532366, + "LDH_Level": 150.511589, + "Calcium_Level": 8.272444302, + "Phosphorus_Level": 3.761275247, + "Glucose_Level": 106.8232972, + "Potassium_Level": 4.443242859, + "Sodium_Level": 144.4027204, + "Smoking_Pack_Years": 35.13108309 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.86468593, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.0934305, + "White_Blood_Cell_Count": 7.051198083, + "Platelet_Count": 266.9984023, + "Albumin_Level": 4.65206482, + "Alkaline_Phosphatase_Level": 50.63377191, + "Alanine_Aminotransferase_Level": 28.65322881, + "Aspartate_Aminotransferase_Level": 33.35733821, + "Creatinine_Level": 0.553310635, + "LDH_Level": 173.1242539, + "Calcium_Level": 9.519419802, + "Phosphorus_Level": 2.941450206, + "Glucose_Level": 73.49871747, + "Potassium_Level": 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"Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.86711084, + "White_Blood_Cell_Count": 4.798643652, + "Platelet_Count": 222.4365235, + "Albumin_Level": 4.964877412, + "Alkaline_Phosphatase_Level": 76.29561665, + "Alanine_Aminotransferase_Level": 21.80144537, + "Aspartate_Aminotransferase_Level": 22.44653471, + "Creatinine_Level": 1.281517733, + "LDH_Level": 232.2188526, + "Calcium_Level": 8.579426255, + "Phosphorus_Level": 2.540388027, + "Glucose_Level": 124.1354216, + "Potassium_Level": 4.762041021, + "Sodium_Level": 137.4378765, + "Smoking_Pack_Years": 80.78040047 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.4398259, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.20628145, + "White_Blood_Cell_Count": 3.633917917, + "Platelet_Count": 158.1377297, + "Albumin_Level": 3.43136464, + "Alkaline_Phosphatase_Level": 79.15123246, + "Alanine_Aminotransferase_Level": 25.44917683, + "Aspartate_Aminotransferase_Level": 37.53246173, + "Creatinine_Level": 1.38872184, + "LDH_Level": 141.5008863, + "Calcium_Level": 9.644406276, + "Phosphorus_Level": 2.568649997, + "Glucose_Level": 88.10635986, + "Potassium_Level": 3.65614344, + "Sodium_Level": 143.808324, + "Smoking_Pack_Years": 43.82595251 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.70192277, + "Tumor_Location": "Upper 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145.838316, + "Potassium_Level": 3.78629977, + "Sodium_Level": 142.8669344, + "Smoking_Pack_Years": 99.96158036 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.42566224, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.32496262, + "White_Blood_Cell_Count": 5.633606655, + "Platelet_Count": 193.7333308, + "Albumin_Level": 4.631061052, + "Alkaline_Phosphatase_Level": 93.23331409, + "Alanine_Aminotransferase_Level": 15.90133858, + "Aspartate_Aminotransferase_Level": 12.82147503, + "Creatinine_Level": 1.043937966, + "LDH_Level": 143.0806269, + "Calcium_Level": 9.845552294, + "Phosphorus_Level": 2.973067253, + "Glucose_Level": 145.5260204, + "Potassium_Level": 4.997504254, + "Sodium_Level": 143.4919959, + "Smoking_Pack_Years": 84.94729307 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.15282592, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.44337678, + "White_Blood_Cell_Count": 7.385424568, + "Platelet_Count": 313.2415288, + "Albumin_Level": 4.21913086, + "Alkaline_Phosphatase_Level": 50.25287636, + "Alanine_Aminotransferase_Level": 19.73744164, + "Aspartate_Aminotransferase_Level": 33.69883325, + "Creatinine_Level": 0.906128596, + "LDH_Level": 191.5169058, + "Calcium_Level": 10.33949317, + "Phosphorus_Level": 4.15933713, + "Glucose_Level": 126.4630191, + "Potassium_Level": 3.511360658, + "Sodium_Level": 135.8430781, + "Smoking_Pack_Years": 12.10430678 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.66268245, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.55053014, + "White_Blood_Cell_Count": 9.78647234, + "Platelet_Count": 401.5469688, + "Albumin_Level": 4.37585256, + "Alkaline_Phosphatase_Level": 71.8317887, + "Alanine_Aminotransferase_Level": 35.19358241, + "Aspartate_Aminotransferase_Level": 32.5760484, + "Creatinine_Level": 0.537506971, + "LDH_Level": 161.0194999, + "Calcium_Level": 9.502448319, + "Phosphorus_Level": 3.656644148, + "Glucose_Level": 122.608227, + "Potassium_Level": 4.961147428, + "Sodium_Level": 144.121755, + "Smoking_Pack_Years": 81.54955966 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.07652001, + "Tumor_Location": "Upper 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108.8717075, + "Potassium_Level": 4.915351463, + "Sodium_Level": 143.3474229, + "Smoking_Pack_Years": 35.36565564 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.31550576, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.79141293, + "White_Blood_Cell_Count": 4.145550709, + "Platelet_Count": 445.5485101, + "Albumin_Level": 4.100824672, + "Alkaline_Phosphatase_Level": 89.6176159, + "Alanine_Aminotransferase_Level": 15.21160428, + "Aspartate_Aminotransferase_Level": 32.69716156, + "Creatinine_Level": 1.467746143, + "LDH_Level": 233.82095, + "Calcium_Level": 10.16016645, + "Phosphorus_Level": 4.756497358, + "Glucose_Level": 101.4074278, + "Potassium_Level": 3.91118166, + "Sodium_Level": 135.7307075, + "Smoking_Pack_Years": 42.7459286 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.85031132, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.45627092, + "White_Blood_Cell_Count": 4.930108165, + "Platelet_Count": 173.2231563, + "Albumin_Level": 4.416333343, + "Alkaline_Phosphatase_Level": 103.3833992, + "Alanine_Aminotransferase_Level": 39.68330683, + "Aspartate_Aminotransferase_Level": 18.89123971, + "Creatinine_Level": 1.37493322, + "LDH_Level": 186.7747508, + "Calcium_Level": 10.13333656, + "Phosphorus_Level": 4.857084494, + "Glucose_Level": 93.13149092, + "Potassium_Level": 4.174315734, + "Sodium_Level": 144.3375333, + "Smoking_Pack_Years": 52.2441287 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.73682461, + "White_Blood_Cell_Count": 4.216992768, + "Platelet_Count": 259.9102877, + "Albumin_Level": 4.382227178, + "Alkaline_Phosphatase_Level": 119.442098, + "Alanine_Aminotransferase_Level": 25.75310942, + "Aspartate_Aminotransferase_Level": 12.91162306, + "Creatinine_Level": 1.053129919, + "LDH_Level": 128.1566508, + "Calcium_Level": 10.15258661, + "Phosphorus_Level": 3.295073826, + "Glucose_Level": 147.04655, + "Potassium_Level": 4.211177353, + "Sodium_Level": 137.6029039, + "Smoking_Pack_Years": 98.6895231 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never 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9.159645724, + "Phosphorus_Level": 4.183977667, + "Glucose_Level": 87.32937359, + "Potassium_Level": 4.304719223, + "Sodium_Level": 144.4010052, + "Smoking_Pack_Years": 9.933445017 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.19320116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.91498507, + "White_Blood_Cell_Count": 9.330326721, + "Platelet_Count": 326.7473557, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.28558794, + "White_Blood_Cell_Count": 7.224811794, + "Platelet_Count": 288.6016804, + "Albumin_Level": 4.089869224, + "Alkaline_Phosphatase_Level": 38.54205291, + "Alanine_Aminotransferase_Level": 19.58384181, + "Aspartate_Aminotransferase_Level": 26.88515507, + "Creatinine_Level": 1.439229904, + "LDH_Level": 117.8725923, + "Calcium_Level": 8.399243773, + "Phosphorus_Level": 4.782326607, + "Glucose_Level": 112.6070815, + "Potassium_Level": 4.544082329, + "Sodium_Level": 141.716047, + "Smoking_Pack_Years": 3.692571409 + }, + { + "Age": 40, + "Gender": 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"Aspartate_Aminotransferase_Level": 47.58692956, + "Creatinine_Level": 1.209882345, + "LDH_Level": 151.6428244, + "Calcium_Level": 9.738293462, + "Phosphorus_Level": 2.552739691, + "Glucose_Level": 145.7483582, + "Potassium_Level": 4.92441576, + "Sodium_Level": 139.130825, + "Smoking_Pack_Years": 88.8186458 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.93313952, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 103, + 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"Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.65292393, + "White_Blood_Cell_Count": 3.958028719, + "Platelet_Count": 306.9728235, + "Albumin_Level": 4.293049911, + "Alkaline_Phosphatase_Level": 61.89653716, + "Alanine_Aminotransferase_Level": 33.75125758, + "Aspartate_Aminotransferase_Level": 16.4217714, + "Creatinine_Level": 0.866315051, + "LDH_Level": 248.8083814, + "Calcium_Level": 10.15564384, + "Phosphorus_Level": 4.51529076, + "Glucose_Level": 78.22491527, + "Potassium_Level": 4.142380462, + "Sodium_Level": 138.096106, + "Smoking_Pack_Years": 70.59639236 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.3252453, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.42235971, + "White_Blood_Cell_Count": 8.354299483, + "Platelet_Count": 306.2138128, + "Albumin_Level": 3.928616892, + "Alkaline_Phosphatase_Level": 98.37780215, + "Alanine_Aminotransferase_Level": 21.41827854, + "Aspartate_Aminotransferase_Level": 46.05745961, + "Creatinine_Level": 1.083087216, + "LDH_Level": 164.144613, + "Calcium_Level": 8.519521376, + "Phosphorus_Level": 3.455546759, + "Glucose_Level": 78.32841158, + "Potassium_Level": 4.318244542, + "Sodium_Level": 137.1248319, + "Smoking_Pack_Years": 13.80853384 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.90916318, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.16277717, + "White_Blood_Cell_Count": 6.399131723, + "Platelet_Count": 174.3576683, + "Albumin_Level": 4.772007416, + "Alkaline_Phosphatase_Level": 108.4769826, + "Alanine_Aminotransferase_Level": 34.81230701, + "Aspartate_Aminotransferase_Level": 11.19371816, + "Creatinine_Level": 0.83946916, + "LDH_Level": 147.6736198, + "Calcium_Level": 8.131447563, + "Phosphorus_Level": 4.130137432, + "Glucose_Level": 149.8452114, + "Potassium_Level": 3.855801724, + "Sodium_Level": 137.5815039, + "Smoking_Pack_Years": 33.27473543 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.01606771, + "White_Blood_Cell_Count": 7.990774673, + "Platelet_Count": 222.2789982, + "Albumin_Level": 4.401039152, + "Alkaline_Phosphatase_Level": 79.58810128, + "Alanine_Aminotransferase_Level": 25.99072389, + "Aspartate_Aminotransferase_Level": 47.84991022, + "Creatinine_Level": 0.670525256, + "LDH_Level": 154.3518604, + "Calcium_Level": 9.315304547, + "Phosphorus_Level": 2.666410263, + "Glucose_Level": 100.7503388, + "Potassium_Level": 4.741873205, + "Sodium_Level": 139.526863, + "Smoking_Pack_Years": 81.83223352 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.38557527, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.14191809, + "White_Blood_Cell_Count": 6.847425489, + "Platelet_Count": 279.1313345, + "Albumin_Level": 4.879429872, + "Alkaline_Phosphatase_Level": 60.18756758, + "Alanine_Aminotransferase_Level": 31.68516394, + "Aspartate_Aminotransferase_Level": 30.00012305, + "Creatinine_Level": 0.682312083, + "LDH_Level": 196.9255642, + "Calcium_Level": 9.14064952, + "Phosphorus_Level": 4.162709898, + "Glucose_Level": 76.12009651, + "Potassium_Level": 4.271747065, + "Sodium_Level": 138.3634685, + "Smoking_Pack_Years": 5.302957917 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.83566093, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.52130924, + "White_Blood_Cell_Count": 7.718049003, + "Platelet_Count": 334.0292211, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.00964173, + "White_Blood_Cell_Count": 6.076983483, + "Platelet_Count": 427.3035527, + "Albumin_Level": 3.296041531, + "Alkaline_Phosphatase_Level": 53.60167079, + "Alanine_Aminotransferase_Level": 14.70014547, + "Aspartate_Aminotransferase_Level": 38.67514094, + "Creatinine_Level": 1.303315029, + "LDH_Level": 141.8060764, + "Calcium_Level": 8.158964819, + "Phosphorus_Level": 3.73581199, + "Glucose_Level": 108.1902738, + "Potassium_Level": 4.45028469, + "Sodium_Level": 141.6844952, + "Smoking_Pack_Years": 32.84592002 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.17542811, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.09483799, + "White_Blood_Cell_Count": 5.793237191, + "Platelet_Count": 302.9949038, + "Albumin_Level": 4.137027044, + "Alkaline_Phosphatase_Level": 105.9276078, + "Alanine_Aminotransferase_Level": 23.31443268, + "Aspartate_Aminotransferase_Level": 40.2062947, + "Creatinine_Level": 1.064019927, + "LDH_Level": 101.1250973, + "Calcium_Level": 8.686065747, + "Phosphorus_Level": 4.703983124, + "Glucose_Level": 78.73429927, + "Potassium_Level": 3.845400657, + "Sodium_Level": 142.9567973, + "Smoking_Pack_Years": 2.578296718 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.06151244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.19142513, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.34223795, + "White_Blood_Cell_Count": 7.931437842, + "Platelet_Count": 373.1405174, + "Albumin_Level": 3.989034819, + "Alkaline_Phosphatase_Level": 42.34034458, + "Alanine_Aminotransferase_Level": 28.60586629, + "Aspartate_Aminotransferase_Level": 29.26329706, + "Creatinine_Level": 0.60540983, + "LDH_Level": 244.325822, + "Calcium_Level": 8.974125767, + "Phosphorus_Level": 4.760297264, + "Glucose_Level": 93.32663854, + "Potassium_Level": 3.862520843, + "Sodium_Level": 137.4172225, + "Smoking_Pack_Years": 74.04366366 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.16808928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.63006024, + "White_Blood_Cell_Count": 4.087059736, + "Platelet_Count": 173.2777209, + "Albumin_Level": 4.171657052, + "Alkaline_Phosphatase_Level": 59.2528975, + "Alanine_Aminotransferase_Level": 15.75253591, + "Aspartate_Aminotransferase_Level": 47.83049518, + "Creatinine_Level": 1.425023315, + "LDH_Level": 175.6881881, + "Calcium_Level": 8.99587101, + "Phosphorus_Level": 4.138055966, + "Glucose_Level": 86.03491056, + "Potassium_Level": 4.882365219, + "Sodium_Level": 141.9641058, + "Smoking_Pack_Years": 70.77483702 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.21373905, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.153271, + "White_Blood_Cell_Count": 7.945391219, + "Platelet_Count": 279.1433515, + "Albumin_Level": 3.882096609, + "Alkaline_Phosphatase_Level": 51.17286452, + "Alanine_Aminotransferase_Level": 20.57266565, + "Aspartate_Aminotransferase_Level": 26.5495849, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.93577047, + "White_Blood_Cell_Count": 3.922434217, + "Platelet_Count": 198.2843431, + "Albumin_Level": 3.147624194, + "Alkaline_Phosphatase_Level": 86.06638425, + "Alanine_Aminotransferase_Level": 31.91434535, + "Aspartate_Aminotransferase_Level": 17.10040942, + "Creatinine_Level": 0.667408271, + "LDH_Level": 150.8420887, + "Calcium_Level": 9.299618612, + "Phosphorus_Level": 3.868651431, + "Glucose_Level": 71.24028476, + "Potassium_Level": 3.716561509, + "Sodium_Level": 143.9791443, + "Smoking_Pack_Years": 81.84518857 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.22678461, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.77448249, + "White_Blood_Cell_Count": 6.4831832, + "Platelet_Count": 171.9244413, + "Albumin_Level": 4.49506593, + "Alkaline_Phosphatase_Level": 59.67002746, + "Alanine_Aminotransferase_Level": 24.48655688, + "Aspartate_Aminotransferase_Level": 18.45519424, + "Creatinine_Level": 1.015338641, + "LDH_Level": 107.2546279, + "Calcium_Level": 8.177271374, + "Phosphorus_Level": 3.897793519, + "Glucose_Level": 145.949536, + "Potassium_Level": 3.984008892, + "Sodium_Level": 135.7266862, + "Smoking_Pack_Years": 90.00972246 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.78719768, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.75213317, + "White_Blood_Cell_Count": 5.569962744, + "Platelet_Count": 270.6865506, + "Albumin_Level": 3.100846593, + "Alkaline_Phosphatase_Level": 117.4963119, + "Alanine_Aminotransferase_Level": 16.13260556, + "Aspartate_Aminotransferase_Level": 22.42740976, + "Creatinine_Level": 1.296734523, + "LDH_Level": 211.3110762, + "Calcium_Level": 8.944921605, + "Phosphorus_Level": 3.431596074, + "Glucose_Level": 85.47537145, + "Potassium_Level": 4.280392378, + "Sodium_Level": 142.095749, + "Smoking_Pack_Years": 0.74032622 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.830193, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.24364426, + "White_Blood_Cell_Count": 8.637277937, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.38053193, + "White_Blood_Cell_Count": 9.044181428, + "Platelet_Count": 152.6817702, + "Albumin_Level": 4.989282462, + "Alkaline_Phosphatase_Level": 51.96941961, + "Alanine_Aminotransferase_Level": 26.83198285, + "Aspartate_Aminotransferase_Level": 30.98739783, + "Creatinine_Level": 0.877850117, + "LDH_Level": 146.5149713, + "Calcium_Level": 10.09891827, + "Phosphorus_Level": 2.818884851, + "Glucose_Level": 144.7676223, + "Potassium_Level": 4.874516537, + "Sodium_Level": 142.6272369, + "Smoking_Pack_Years": 44.86812521 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.53934825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.01099975, + "White_Blood_Cell_Count": 4.706921409, + "Platelet_Count": 184.6696284, + "Albumin_Level": 4.784751001, + "Alkaline_Phosphatase_Level": 90.88324483, + "Alanine_Aminotransferase_Level": 23.3669185, + "Aspartate_Aminotransferase_Level": 12.79167286, + "Creatinine_Level": 1.143485818, + "LDH_Level": 216.2100268, + "Calcium_Level": 9.944753391, + "Phosphorus_Level": 4.154499637, + "Glucose_Level": 109.9094196, + "Potassium_Level": 4.075747199, + "Sodium_Level": 138.3065267, + "Smoking_Pack_Years": 12.24594672 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.33097667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.57731017, + "White_Blood_Cell_Count": 5.628250587, + "Platelet_Count": 298.7205364, + "Albumin_Level": 3.524218874, + "Alkaline_Phosphatase_Level": 115.1184318, + "Alanine_Aminotransferase_Level": 23.25403157, + "Aspartate_Aminotransferase_Level": 41.15720466, + "Creatinine_Level": 1.26693672, + "LDH_Level": 114.1249087, + "Calcium_Level": 10.08299241, + "Phosphorus_Level": 4.819109821, + "Glucose_Level": 137.8575114, + "Potassium_Level": 4.403704524, + "Sodium_Level": 138.1407543, + "Smoking_Pack_Years": 81.73753644 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.80053528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.3201229, + 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"Creatinine_Level": 0.905889208, + "LDH_Level": 215.7215048, + "Calcium_Level": 10.23191192, + "Phosphorus_Level": 4.006977887, + "Glucose_Level": 143.8418556, + "Potassium_Level": 4.480958145, + "Sodium_Level": 138.0496233, + "Smoking_Pack_Years": 85.65720474 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.5919886, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.21096392, + "White_Blood_Cell_Count": 7.070608685, + "Platelet_Count": 360.2175847, + "Albumin_Level": 3.959318645, + "Alkaline_Phosphatase_Level": 114.7321617, + "Alanine_Aminotransferase_Level": 39.87995156, + "Aspartate_Aminotransferase_Level": 13.19550915, + "Creatinine_Level": 1.474569351, + "LDH_Level": 241.9145941, + "Calcium_Level": 10.17472844, + "Phosphorus_Level": 2.734387441, + "Glucose_Level": 117.2125811, + "Potassium_Level": 4.189421973, + "Sodium_Level": 143.6595214, + "Smoking_Pack_Years": 41.98939795 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.22671697, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.16982953, + "White_Blood_Cell_Count": 7.99413037, + "Platelet_Count": 444.2451911, + "Albumin_Level": 4.347549446, + "Alkaline_Phosphatase_Level": 96.71650024, + "Alanine_Aminotransferase_Level": 28.66094899, + "Aspartate_Aminotransferase_Level": 46.37910788, + "Creatinine_Level": 0.848861889, + "LDH_Level": 185.2503209, + "Calcium_Level": 8.84817459, + "Phosphorus_Level": 2.599655755, + "Glucose_Level": 93.48473207, + "Potassium_Level": 4.298516655, + "Sodium_Level": 135.2236423, + "Smoking_Pack_Years": 31.23600068 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.90744366, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.15590673, + "White_Blood_Cell_Count": 6.640779696, + "Platelet_Count": 423.146302, + "Albumin_Level": 4.597859699, + "Alkaline_Phosphatase_Level": 81.03174788, + "Alanine_Aminotransferase_Level": 8.972533695, + "Aspartate_Aminotransferase_Level": 44.15425014, + "Creatinine_Level": 1.17225162, + "LDH_Level": 192.4107651, + "Calcium_Level": 9.790626007, + "Phosphorus_Level": 3.216460916, + "Glucose_Level": 122.747838, + "Potassium_Level": 4.654897895, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 15.51953806, + "Creatinine_Level": 1.219574501, + "LDH_Level": 189.7988535, + "Calcium_Level": 8.98067242, + "Phosphorus_Level": 4.575677703, + "Glucose_Level": 112.3820411, + "Potassium_Level": 3.967280002, + "Sodium_Level": 140.0478732, + "Smoking_Pack_Years": 41.09752721 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.26022316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.93216103, + "White_Blood_Cell_Count": 5.071537548, + "Platelet_Count": 178.5648594, + "Albumin_Level": 4.314243059, + "Alkaline_Phosphatase_Level": 59.42415367, + "Alanine_Aminotransferase_Level": 26.586841, + "Aspartate_Aminotransferase_Level": 18.43656655, + "Creatinine_Level": 0.756186178, + "LDH_Level": 241.1190916, + "Calcium_Level": 8.23522806, + "Phosphorus_Level": 4.026906336, + "Glucose_Level": 122.3004586, + "Potassium_Level": 4.40956026, + "Sodium_Level": 137.0276428, + "Smoking_Pack_Years": 6.62582975 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.69337207, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.86556652, + "White_Blood_Cell_Count": 5.488036637, + "Platelet_Count": 211.7314955, + "Albumin_Level": 3.249132956, + "Alkaline_Phosphatase_Level": 49.81002006, + "Alanine_Aminotransferase_Level": 23.80698857, + "Aspartate_Aminotransferase_Level": 14.78266561, + "Creatinine_Level": 0.765981138, + "LDH_Level": 173.5347288, + "Calcium_Level": 9.127633627, + "Phosphorus_Level": 3.423738994, + "Glucose_Level": 117.7176389, + "Potassium_Level": 3.714319364, + "Sodium_Level": 141.3492011, + "Smoking_Pack_Years": 94.76838941 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.49667941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.61363678, + "White_Blood_Cell_Count": 5.272347673, + "Platelet_Count": 310.3923495, + "Albumin_Level": 3.108100708, + "Alkaline_Phosphatase_Level": 72.77384075, + "Alanine_Aminotransferase_Level": 12.43214757, + "Aspartate_Aminotransferase_Level": 19.14574755, + "Creatinine_Level": 1.297714145, + "LDH_Level": 186.7221199, + "Calcium_Level": 10.02020946, + "Phosphorus_Level": 3.778524502, + "Glucose_Level": 82.79007281, + "Potassium_Level": 3.58656115, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.64161909, + "White_Blood_Cell_Count": 9.106111411, + "Platelet_Count": 325.6507197, + "Albumin_Level": 4.529006183, + "Alkaline_Phosphatase_Level": 68.34267647, + "Alanine_Aminotransferase_Level": 6.871812498, + "Aspartate_Aminotransferase_Level": 30.21699829, + "Creatinine_Level": 1.294612568, + "LDH_Level": 150.9976759, + "Calcium_Level": 10.20550404, + "Phosphorus_Level": 3.597219226, + "Glucose_Level": 97.25029354, + "Potassium_Level": 3.816718484, + "Sodium_Level": 142.2898874, + "Smoking_Pack_Years": 18.82552792 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.68625866, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.59053725, + "White_Blood_Cell_Count": 5.333427394, + "Platelet_Count": 223.7707192, + "Albumin_Level": 3.220101042, + "Alkaline_Phosphatase_Level": 91.58309328, + "Alanine_Aminotransferase_Level": 14.66339709, + "Aspartate_Aminotransferase_Level": 16.40999944, + "Creatinine_Level": 0.865442984, + "LDH_Level": 234.3637818, + "Calcium_Level": 9.170514529, + "Phosphorus_Level": 4.705987277, + "Glucose_Level": 114.7208178, + "Potassium_Level": 4.025527609, + "Sodium_Level": 137.1580564, + "Smoking_Pack_Years": 44.30681381 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.25705132, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.86647651, + "White_Blood_Cell_Count": 9.756601101, + "Platelet_Count": 431.1520697, + "Albumin_Level": 4.838235301, + "Alkaline_Phosphatase_Level": 93.42218363, + "Alanine_Aminotransferase_Level": 29.40101937, + "Aspartate_Aminotransferase_Level": 34.31987297, + "Creatinine_Level": 0.745803115, + "LDH_Level": 147.2435244, + "Calcium_Level": 10.43601762, + "Phosphorus_Level": 4.451082509, + "Glucose_Level": 80.40234737, + "Potassium_Level": 4.320913331, + "Sodium_Level": 143.0537774, + "Smoking_Pack_Years": 77.93274059 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.05834211, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 60, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.51083382, + "White_Blood_Cell_Count": 4.307664944, + "Platelet_Count": 256.6879158, + "Albumin_Level": 3.78040787, + "Alkaline_Phosphatase_Level": 34.46471578, + "Alanine_Aminotransferase_Level": 39.83964624, + "Aspartate_Aminotransferase_Level": 14.59857336, + "Creatinine_Level": 0.533930294, + "LDH_Level": 209.1550521, + "Calcium_Level": 9.092997943, + "Phosphorus_Level": 4.242284069, + "Glucose_Level": 71.74604155, + "Potassium_Level": 4.874175031, + "Sodium_Level": 141.0027538, + "Smoking_Pack_Years": 64.3445909 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.69787241, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.22056045, + "White_Blood_Cell_Count": 3.930212836, + "Platelet_Count": 217.7533667, + "Albumin_Level": 3.080422991, + "Alkaline_Phosphatase_Level": 103.2310819, + "Alanine_Aminotransferase_Level": 20.15194902, + "Aspartate_Aminotransferase_Level": 33.36779469, + "Creatinine_Level": 0.735695591, + "LDH_Level": 121.8596978, + "Calcium_Level": 10.17603773, + "Phosphorus_Level": 4.827287388, + "Glucose_Level": 115.6868552, + "Potassium_Level": 3.730301101, + "Sodium_Level": 140.5245821, + "Smoking_Pack_Years": 80.05849738 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.84391878, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.18984029, + "White_Blood_Cell_Count": 4.087943271, + "Platelet_Count": 169.043921, + "Albumin_Level": 4.624306393, + "Alkaline_Phosphatase_Level": 64.83464608, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.26980859, + "White_Blood_Cell_Count": 5.642415341, + "Platelet_Count": 325.2963579, + "Albumin_Level": 4.41104624, + "Alkaline_Phosphatase_Level": 118.8212082, + "Alanine_Aminotransferase_Level": 15.29256575, + "Aspartate_Aminotransferase_Level": 15.95578094, + "Creatinine_Level": 1.053830323, + "LDH_Level": 131.0366348, + "Calcium_Level": 8.393046145, + "Phosphorus_Level": 4.889768151, + "Glucose_Level": 117.694097, + "Potassium_Level": 4.886671565, + "Sodium_Level": 144.2229951, + "Smoking_Pack_Years": 3.289597922 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.59546548, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.29897875, + "White_Blood_Cell_Count": 4.334493957, + "Platelet_Count": 334.8997373, + "Albumin_Level": 4.090947007, + "Alkaline_Phosphatase_Level": 34.52596478, + "Alanine_Aminotransferase_Level": 18.25150469, + "Aspartate_Aminotransferase_Level": 26.08028988, + "Creatinine_Level": 1.314917062, + "LDH_Level": 230.1674905, + "Calcium_Level": 8.121710751, + "Phosphorus_Level": 3.692321781, + "Glucose_Level": 106.3766449, + "Potassium_Level": 4.240414149, + "Sodium_Level": 139.3559454, + "Smoking_Pack_Years": 73.45161946 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.76947988, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.86865279, + "White_Blood_Cell_Count": 4.560716742, + "Platelet_Count": 210.1958403, + "Albumin_Level": 3.090170587, + "Alkaline_Phosphatase_Level": 96.01860864, + "Alanine_Aminotransferase_Level": 13.54210553, + "Aspartate_Aminotransferase_Level": 44.73341336, + "Creatinine_Level": 0.99227288, + "LDH_Level": 131.5930916, + "Calcium_Level": 10.02591346, + "Phosphorus_Level": 3.544407596, + "Glucose_Level": 90.31536836, + 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"Alanine_Aminotransferase_Level": 36.36767857, + "Aspartate_Aminotransferase_Level": 10.93489151, + "Creatinine_Level": 0.571255227, + "LDH_Level": 243.4182695, + "Calcium_Level": 8.243325653, + "Phosphorus_Level": 2.82553921, + "Glucose_Level": 141.8960221, + "Potassium_Level": 4.266075733, + "Sodium_Level": 142.5844212, + "Smoking_Pack_Years": 22.11191868 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.09143747, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.93952031, + "White_Blood_Cell_Count": 7.485967558, + "Platelet_Count": 329.1946583, + "Albumin_Level": 4.206154371, + "Alkaline_Phosphatase_Level": 55.15263649, + "Alanine_Aminotransferase_Level": 11.8241641, + "Aspartate_Aminotransferase_Level": 23.81733722, + "Creatinine_Level": 1.124733623, + "LDH_Level": 235.9248769, + "Calcium_Level": 9.473842219, + "Phosphorus_Level": 3.078334469, + "Glucose_Level": 136.2372204, + "Potassium_Level": 4.158103118, + "Sodium_Level": 141.4800055, + "Smoking_Pack_Years": 33.67369645 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.90347557, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.9849411, + "White_Blood_Cell_Count": 3.906701514, + "Platelet_Count": 191.9766464, + "Albumin_Level": 4.267673203, + "Alkaline_Phosphatase_Level": 89.78175994, + "Alanine_Aminotransferase_Level": 8.674746362, + "Aspartate_Aminotransferase_Level": 38.15431047, + "Creatinine_Level": 0.879335136, + "LDH_Level": 145.2257427, + "Calcium_Level": 10.42380691, + "Phosphorus_Level": 4.061869039, + "Glucose_Level": 76.99587077, + "Potassium_Level": 4.369596882, + "Sodium_Level": 144.2468413, + "Smoking_Pack_Years": 30.8989258 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.59880893, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.23596709, + "White_Blood_Cell_Count": 3.557144035, + "Platelet_Count": 261.3152046, + "Albumin_Level": 3.437941067, + "Alkaline_Phosphatase_Level": 46.68358302, + "Alanine_Aminotransferase_Level": 12.54351928, + "Aspartate_Aminotransferase_Level": 46.79250897, + "Creatinine_Level": 0.809675463, + "LDH_Level": 187.7196097, + "Calcium_Level": 10.25918561, + "Phosphorus_Level": 4.021011237, + "Glucose_Level": 97.77171312, + "Potassium_Level": 4.423732104, + "Sodium_Level": 144.9938226, + "Smoking_Pack_Years": 44.54664958 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.53278149, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.81853698, + "White_Blood_Cell_Count": 9.239566525, + "Platelet_Count": 341.4772928, + "Albumin_Level": 3.580214856, + "Alkaline_Phosphatase_Level": 60.01717239, + "Alanine_Aminotransferase_Level": 6.345511372, + "Aspartate_Aminotransferase_Level": 34.88585338, + "Creatinine_Level": 0.737023145, + "LDH_Level": 139.3881751, + "Calcium_Level": 8.064398335, + "Phosphorus_Level": 3.35170008, + "Glucose_Level": 102.8960069, + "Potassium_Level": 4.317663113, + "Sodium_Level": 141.6455272, + "Smoking_Pack_Years": 5.699266792 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.95994685, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.59518458, + "White_Blood_Cell_Count": 9.700331189, + "Platelet_Count": 294.4091378, + "Albumin_Level": 3.063997278, + "Alkaline_Phosphatase_Level": 111.0357235, + "Alanine_Aminotransferase_Level": 28.36168162, + "Aspartate_Aminotransferase_Level": 49.51327197, + "Creatinine_Level": 1.101630225, + "LDH_Level": 107.770486, + "Calcium_Level": 9.88769285, + "Phosphorus_Level": 3.421747436, + "Glucose_Level": 93.40849562, + "Potassium_Level": 4.652279322, + "Sodium_Level": 137.289229, + "Smoking_Pack_Years": 87.87438281 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.61406656, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.93483586, + "White_Blood_Cell_Count": 8.551019265, + "Platelet_Count": 208.9841843, + "Albumin_Level": 4.684196498, + "Alkaline_Phosphatase_Level": 95.31224344, + "Alanine_Aminotransferase_Level": 35.96221784, + "Aspartate_Aminotransferase_Level": 25.40755586, + "Creatinine_Level": 1.126671976, + "LDH_Level": 238.1783187, + "Calcium_Level": 9.085824465, + "Phosphorus_Level": 4.758811061, + "Glucose_Level": 141.9230034, + "Potassium_Level": 3.849967473, + "Sodium_Level": 139.0282079, + "Smoking_Pack_Years": 57.05011433 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.73960478, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.59196577, + "White_Blood_Cell_Count": 5.696611618, + "Platelet_Count": 324.696703, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.40773087, + "White_Blood_Cell_Count": 3.667880177, + "Platelet_Count": 326.01827, + "Albumin_Level": 4.888098486, + "Alkaline_Phosphatase_Level": 45.26524433, + "Alanine_Aminotransferase_Level": 27.51222837, + "Aspartate_Aminotransferase_Level": 37.81610734, + "Creatinine_Level": 1.096954003, + "LDH_Level": 103.7308671, + "Calcium_Level": 9.681905415, + "Phosphorus_Level": 3.30780037, + "Glucose_Level": 102.7862205, + "Potassium_Level": 3.61943512, + "Sodium_Level": 143.0911793, + "Smoking_Pack_Years": 22.3656194 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.21002398, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.00794365, + "White_Blood_Cell_Count": 4.716359586, + "Platelet_Count": 213.2777742, + "Albumin_Level": 4.230861338, + "Alkaline_Phosphatase_Level": 56.39971, + "Alanine_Aminotransferase_Level": 19.14460775, + "Aspartate_Aminotransferase_Level": 46.55214883, + "Creatinine_Level": 0.87898346, + "LDH_Level": 141.5093904, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.12363383, + "White_Blood_Cell_Count": 9.27708095, + "Platelet_Count": 320.0754709, + "Albumin_Level": 3.312529184, + "Alkaline_Phosphatase_Level": 88.86217574, + "Alanine_Aminotransferase_Level": 9.434212092, + "Aspartate_Aminotransferase_Level": 42.88669401, + "Creatinine_Level": 1.398901597, + "LDH_Level": 234.4004747, + "Calcium_Level": 9.851779075, + "Phosphorus_Level": 4.094813743, + "Glucose_Level": 93.22321506, + "Potassium_Level": 3.552202116, + "Sodium_Level": 140.7863332, + "Smoking_Pack_Years": 50.14723443 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.63273269, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", 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"Calcium_Level": 8.19347851, + "Phosphorus_Level": 2.991855526, + "Glucose_Level": 85.02933604, + "Potassium_Level": 3.538204865, + "Sodium_Level": 139.7830284, + "Smoking_Pack_Years": 0.053916649 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.29520467, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.623671, + "White_Blood_Cell_Count": 4.723901554, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.87694056, + "White_Blood_Cell_Count": 5.568415426, + "Platelet_Count": 304.2950431, + "Albumin_Level": 4.212549566, + "Alkaline_Phosphatase_Level": 67.83881698, + "Alanine_Aminotransferase_Level": 17.7482477, + "Aspartate_Aminotransferase_Level": 17.43879391, + "Creatinine_Level": 0.596452119, + "LDH_Level": 122.9506856, + "Calcium_Level": 9.434108738, + "Phosphorus_Level": 2.952836397, + "Glucose_Level": 88.78559805, + "Potassium_Level": 4.256949648, + "Sodium_Level": 137.8121684, + "Smoking_Pack_Years": 47.23131218 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.05042788, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.46504428, + "White_Blood_Cell_Count": 8.135748508, + "Platelet_Count": 210.3898681, + "Albumin_Level": 4.362629428, + "Alkaline_Phosphatase_Level": 99.0208489, + "Alanine_Aminotransferase_Level": 36.68887773, + "Aspartate_Aminotransferase_Level": 29.26481435, + "Creatinine_Level": 0.871523045, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.2310023, + "White_Blood_Cell_Count": 9.850129156, + "Platelet_Count": 321.2812093, + "Albumin_Level": 3.399335361, + "Alkaline_Phosphatase_Level": 94.47045783, + "Alanine_Aminotransferase_Level": 11.02515175, + "Aspartate_Aminotransferase_Level": 49.86596512, + "Creatinine_Level": 0.765260205, + "LDH_Level": 141.1772357, + "Calcium_Level": 8.083369993, + "Phosphorus_Level": 4.833202205, + "Glucose_Level": 98.10162207, + "Potassium_Level": 4.222400417, + "Sodium_Level": 142.3117073, + "Smoking_Pack_Years": 75.64100475 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.82877711, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.54540616, + "White_Blood_Cell_Count": 7.571747921, + "Platelet_Count": 159.9254908, + "Albumin_Level": 4.8244759, + "Alkaline_Phosphatase_Level": 53.11546515, + "Alanine_Aminotransferase_Level": 13.88609534, + "Aspartate_Aminotransferase_Level": 30.36714572, + "Creatinine_Level": 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"Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.88261447, + "White_Blood_Cell_Count": 5.420685071, + "Platelet_Count": 229.0731153, + "Albumin_Level": 4.110137792, + "Alkaline_Phosphatase_Level": 60.44992772, + "Alanine_Aminotransferase_Level": 26.01239035, + "Aspartate_Aminotransferase_Level": 47.66058178, + "Creatinine_Level": 0.940703894, + "LDH_Level": 212.5437136, + "Calcium_Level": 9.997024159, + "Phosphorus_Level": 4.100124008, + "Glucose_Level": 148.6215324, + "Potassium_Level": 4.420844815, + "Sodium_Level": 139.6051106, + "Smoking_Pack_Years": 25.6884178 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.46824942, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.09580565, + "White_Blood_Cell_Count": 6.536227188, + "Platelet_Count": 385.0645576, + "Albumin_Level": 3.140114034, + "Alkaline_Phosphatase_Level": 60.40153184, + "Alanine_Aminotransferase_Level": 22.36385198, + "Aspartate_Aminotransferase_Level": 43.89032044, + "Creatinine_Level": 0.672019504, + "LDH_Level": 109.167123, + "Calcium_Level": 10.45973021, + "Phosphorus_Level": 4.76807337, + "Glucose_Level": 126.0432225, + "Potassium_Level": 4.945705734, + "Sodium_Level": 139.5904488, + "Smoking_Pack_Years": 71.08887947 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.35667949, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 94, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.85285134, + "White_Blood_Cell_Count": 8.75212916, + "Platelet_Count": 255.4754043, + "Albumin_Level": 4.948488865, + "Alkaline_Phosphatase_Level": 113.4212139, + "Alanine_Aminotransferase_Level": 29.46657578, + "Aspartate_Aminotransferase_Level": 10.83066723, + "Creatinine_Level": 1.09928215, + "LDH_Level": 126.0392074, + "Calcium_Level": 8.83812959, + "Phosphorus_Level": 3.46551463, + "Glucose_Level": 145.2548051, + "Potassium_Level": 4.967199035, + "Sodium_Level": 140.0500783, + "Smoking_Pack_Years": 53.54110537 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.68532625, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.16269884, + "White_Blood_Cell_Count": 7.295257218, + "Platelet_Count": 340.7005611, + "Albumin_Level": 3.844897528, + "Alkaline_Phosphatase_Level": 54.79967723, + "Alanine_Aminotransferase_Level": 19.36265578, + "Aspartate_Aminotransferase_Level": 36.84842218, + "Creatinine_Level": 1.452508953, + "LDH_Level": 157.8568024, + "Calcium_Level": 10.2056416, + "Phosphorus_Level": 3.338452643, + "Glucose_Level": 80.79067619, + "Potassium_Level": 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11.72037274, + "Aspartate_Aminotransferase_Level": 47.50311756, + "Creatinine_Level": 0.991040229, + "LDH_Level": 223.5147036, + "Calcium_Level": 10.31922176, + "Phosphorus_Level": 4.311579431, + "Glucose_Level": 77.8579746, + "Potassium_Level": 3.573341337, + "Sodium_Level": 138.8277253, + "Smoking_Pack_Years": 38.03658494 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.64624228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.371633, + "White_Blood_Cell_Count": 8.769936134, + "Platelet_Count": 385.9833673, + "Albumin_Level": 3.413980315, + "Alkaline_Phosphatase_Level": 81.36751598, + "Alanine_Aminotransferase_Level": 32.48100592, + "Aspartate_Aminotransferase_Level": 24.8154483, + "Creatinine_Level": 0.78443774, + "LDH_Level": 141.407072, + "Calcium_Level": 9.910328843, + "Phosphorus_Level": 4.040064817, + "Glucose_Level": 130.2929557, + "Potassium_Level": 3.979136175, + "Sodium_Level": 137.1809042, + "Smoking_Pack_Years": 64.7665533 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.91011529, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.50702231, + "White_Blood_Cell_Count": 3.524724454, + "Platelet_Count": 200.2200183, + "Albumin_Level": 3.964228972, + "Alkaline_Phosphatase_Level": 54.50232621, + "Alanine_Aminotransferase_Level": 5.27214731, + "Aspartate_Aminotransferase_Level": 46.22647604, + "Creatinine_Level": 0.957684878, + "LDH_Level": 136.6191061, + "Calcium_Level": 8.396594922, + "Phosphorus_Level": 2.835033849, + "Glucose_Level": 101.7483562, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 17.50955347, + "Aspartate_Aminotransferase_Level": 31.62127868, + "Creatinine_Level": 1.134530558, + "LDH_Level": 132.676965, + "Calcium_Level": 9.503023916, + "Phosphorus_Level": 4.908184999, + "Glucose_Level": 116.8090063, + "Potassium_Level": 4.494646723, + "Sodium_Level": 142.8969386, + "Smoking_Pack_Years": 97.92035901 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.4110676, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.96904464, + "White_Blood_Cell_Count": 5.976880918, + "Platelet_Count": 321.7671951, + "Albumin_Level": 3.84015234, + "Alkaline_Phosphatase_Level": 53.1670509, + "Alanine_Aminotransferase_Level": 38.8593971, + "Aspartate_Aminotransferase_Level": 47.928252, + "Creatinine_Level": 1.237123798, + "LDH_Level": 113.025681, + "Calcium_Level": 9.550584031, + "Phosphorus_Level": 4.026995658, + "Glucose_Level": 147.4061879, + "Potassium_Level": 4.678835392, + "Sodium_Level": 144.4603133, + "Smoking_Pack_Years": 51.19439864 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.95612294, + "Tumor_Location": "Middle 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136.0783756, + "Potassium_Level": 4.803242096, + "Sodium_Level": 143.3940214, + "Smoking_Pack_Years": 20.71550704 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.83546799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.03911425, + "White_Blood_Cell_Count": 5.72856077, + "Platelet_Count": 297.8402399, + "Albumin_Level": 3.104631171, + "Alkaline_Phosphatase_Level": 59.45203631, + "Alanine_Aminotransferase_Level": 37.5673947, + "Aspartate_Aminotransferase_Level": 23.18579125, + "Creatinine_Level": 0.862285182, + "LDH_Level": 105.4014488, + "Calcium_Level": 8.855651877, + "Phosphorus_Level": 2.876054094, + "Glucose_Level": 79.52881653, + "Potassium_Level": 4.936669143, + "Sodium_Level": 138.9604801, + "Smoking_Pack_Years": 68.93248308 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.50817545, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.84976489, + "White_Blood_Cell_Count": 6.892794926, + "Platelet_Count": 176.0311806, + "Albumin_Level": 4.612960706, + "Alkaline_Phosphatase_Level": 47.05187093, + "Alanine_Aminotransferase_Level": 36.72541081, + "Aspartate_Aminotransferase_Level": 11.929484, + "Creatinine_Level": 0.724819372, + "LDH_Level": 135.8680621, + "Calcium_Level": 9.425565292, + "Phosphorus_Level": 4.777045149, + "Glucose_Level": 142.1664132, + "Potassium_Level": 4.629708178, + "Sodium_Level": 142.2994638, + "Smoking_Pack_Years": 31.55863215 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.02413593, + "White_Blood_Cell_Count": 6.60917909, + "Platelet_Count": 279.200182, + "Albumin_Level": 4.31548411, + "Alkaline_Phosphatase_Level": 47.20512819, + "Alanine_Aminotransferase_Level": 39.05766101, + "Aspartate_Aminotransferase_Level": 14.68851725, + "Creatinine_Level": 1.328066435, + "LDH_Level": 170.7909561, + "Calcium_Level": 10.47847417, + "Phosphorus_Level": 2.886271449, + "Glucose_Level": 111.6321187, + "Potassium_Level": 3.984478112, + "Sodium_Level": 138.5874467, + "Smoking_Pack_Years": 1.922508664 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.43083003, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.94593394, + "White_Blood_Cell_Count": 6.095269058, + "Platelet_Count": 354.4625055, + "Albumin_Level": 3.490143326, + "Alkaline_Phosphatase_Level": 44.38447579, + "Alanine_Aminotransferase_Level": 22.41687592, + "Aspartate_Aminotransferase_Level": 44.768633, + "Creatinine_Level": 1.427537058, + "LDH_Level": 238.1997919, + "Calcium_Level": 9.456485858, + "Phosphorus_Level": 3.909886109, + "Glucose_Level": 142.2529133, + "Potassium_Level": 4.563910663, + "Sodium_Level": 143.6338197, + "Smoking_Pack_Years": 32.22301846 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.39206131, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.53115707, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.54465145, + "White_Blood_Cell_Count": 4.352579525, + "Platelet_Count": 158.4449834, + "Albumin_Level": 3.932326209, + "Alkaline_Phosphatase_Level": 94.13231024, + "Alanine_Aminotransferase_Level": 23.77227462, + "Aspartate_Aminotransferase_Level": 43.84814877, + "Creatinine_Level": 0.556723887, + "LDH_Level": 108.8606019, + "Calcium_Level": 9.786360139, + "Phosphorus_Level": 3.918970743, + "Glucose_Level": 83.68966405, + "Potassium_Level": 3.619589679, + "Sodium_Level": 142.6266329, + "Smoking_Pack_Years": 69.96298154 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.37653638, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.40274121, + "White_Blood_Cell_Count": 3.939215968, + "Platelet_Count": 368.6482822, + "Albumin_Level": 4.286020509, + "Alkaline_Phosphatase_Level": 88.91157215, + "Alanine_Aminotransferase_Level": 29.72850984, + "Aspartate_Aminotransferase_Level": 42.35321016, + "Creatinine_Level": 0.816908049, + "LDH_Level": 173.3463091, + "Calcium_Level": 10.23198486, + "Phosphorus_Level": 3.807940318, + "Glucose_Level": 134.2891835, + "Potassium_Level": 3.715026709, + "Sodium_Level": 141.2501983, + "Smoking_Pack_Years": 87.03877467 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.21339122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.47350934, + "White_Blood_Cell_Count": 7.888383903, + "Platelet_Count": 303.7906323, + "Albumin_Level": 4.639863171, + "Alkaline_Phosphatase_Level": 115.1363778, + "Alanine_Aminotransferase_Level": 38.21319047, + "Aspartate_Aminotransferase_Level": 31.55902517, + "Creatinine_Level": 0.767750536, + "LDH_Level": 178.3778457, + "Calcium_Level": 10.3277667, + "Phosphorus_Level": 3.163066074, + "Glucose_Level": 117.6204132, + "Potassium_Level": 4.541848827, + "Sodium_Level": 143.3809149, + "Smoking_Pack_Years": 77.61974906 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.84054916, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.1848503, + "White_Blood_Cell_Count": 4.35030322, + "Platelet_Count": 200.5829804, + "Albumin_Level": 3.044976526, + "Alkaline_Phosphatase_Level": 53.73430466, + "Alanine_Aminotransferase_Level": 24.38473818, + "Aspartate_Aminotransferase_Level": 43.40219346, + "Creatinine_Level": 0.875126282, + "LDH_Level": 198.1865517, + "Calcium_Level": 8.1422878, + "Phosphorus_Level": 3.824618272, + "Glucose_Level": 114.1527891, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.09405727, + "White_Blood_Cell_Count": 9.295663933, + "Platelet_Count": 307.1618428, + "Albumin_Level": 4.686810575, + "Alkaline_Phosphatase_Level": 79.36915906, + "Alanine_Aminotransferase_Level": 7.152135658, + "Aspartate_Aminotransferase_Level": 43.0842717, + "Creatinine_Level": 1.017943495, + "LDH_Level": 123.1734363, + "Calcium_Level": 10.2189321, + "Phosphorus_Level": 2.864748647, + "Glucose_Level": 79.95506057, + "Potassium_Level": 4.148044926, + "Sodium_Level": 137.0730865, + "Smoking_Pack_Years": 97.11453735 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.95843255, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.86188538, + "White_Blood_Cell_Count": 4.118258536, + "Platelet_Count": 179.339524, + "Albumin_Level": 3.189875154, + "Alkaline_Phosphatase_Level": 97.68015413, + "Alanine_Aminotransferase_Level": 6.058241808, + "Aspartate_Aminotransferase_Level": 27.55440713, + "Creatinine_Level": 1.042537023, + "LDH_Level": 191.3428865, + "Calcium_Level": 9.753897832, + "Phosphorus_Level": 3.215673795, + "Glucose_Level": 142.4197047, + "Potassium_Level": 3.764051578, + "Sodium_Level": 138.6997042, + "Smoking_Pack_Years": 70.97475414 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.71348442, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.56221315, + "White_Blood_Cell_Count": 3.813269127, + "Platelet_Count": 340.8036953, + "Albumin_Level": 3.286373368, + "Alkaline_Phosphatase_Level": 58.43192287, + "Alanine_Aminotransferase_Level": 17.02214161, + "Aspartate_Aminotransferase_Level": 40.64173735, + "Creatinine_Level": 1.432471463, + "LDH_Level": 132.1348813, + "Calcium_Level": 8.045493791, + "Phosphorus_Level": 4.57417119, + "Glucose_Level": 121.5620458, + "Potassium_Level": 4.24105971, + "Sodium_Level": 141.783391, + "Smoking_Pack_Years": 30.46584629 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.34695822, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.14589152, + "White_Blood_Cell_Count": 5.742335559, + "Platelet_Count": 441.1908359, + "Albumin_Level": 3.879317583, + "Alkaline_Phosphatase_Level": 94.6001559, + "Alanine_Aminotransferase_Level": 23.7171994, + "Aspartate_Aminotransferase_Level": 27.13351699, + "Creatinine_Level": 0.908957422, + "LDH_Level": 134.5783066, + "Calcium_Level": 8.400927119, + "Phosphorus_Level": 3.246947161, + "Glucose_Level": 145.8980853, + "Potassium_Level": 4.357160183, + "Sodium_Level": 138.9558458, + "Smoking_Pack_Years": 6.037599105 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.22836539, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.70644459, + "White_Blood_Cell_Count": 8.989923337, + "Platelet_Count": 180.8398382, + "Albumin_Level": 3.417979759, + "Alkaline_Phosphatase_Level": 66.24519146, + "Alanine_Aminotransferase_Level": 8.496777154, + "Aspartate_Aminotransferase_Level": 47.70182007, + "Creatinine_Level": 0.693894773, + "LDH_Level": 214.9971667, + "Calcium_Level": 8.18045363, + "Phosphorus_Level": 3.159053654, + "Glucose_Level": 87.2530795, + "Potassium_Level": 3.904699393, + "Sodium_Level": 139.6592463, + "Smoking_Pack_Years": 42.6043854 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.93987057, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.75167063, + "White_Blood_Cell_Count": 3.555021533, + "Platelet_Count": 403.7609388, + "Albumin_Level": 4.793538399, + "Alkaline_Phosphatase_Level": 104.0713078, + "Alanine_Aminotransferase_Level": 24.73712772, + "Aspartate_Aminotransferase_Level": 46.64135819, + "Creatinine_Level": 1.017039894, + "LDH_Level": 180.3048147, + "Calcium_Level": 8.094818646, + "Phosphorus_Level": 3.849882407, + "Glucose_Level": 102.0745859, + "Potassium_Level": 4.121533983, + "Sodium_Level": 136.5394372, + "Smoking_Pack_Years": 30.07191421 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.342254, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.87014706, + "White_Blood_Cell_Count": 5.879579999, + "Platelet_Count": 352.5748969, + "Albumin_Level": 3.781809473, + "Alkaline_Phosphatase_Level": 31.07880556, + "Alanine_Aminotransferase_Level": 22.99609645, + "Aspartate_Aminotransferase_Level": 23.57696095, + "Creatinine_Level": 0.807613758, + "LDH_Level": 191.3901987, + "Calcium_Level": 9.897932765, + "Phosphorus_Level": 3.230195779, + "Glucose_Level": 136.908422, + "Potassium_Level": 3.525188134, + "Sodium_Level": 138.8357042, + "Smoking_Pack_Years": 1.287511916 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.01831863, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.41682582, + "White_Blood_Cell_Count": 8.23934069, + "Platelet_Count": 351.2441816, + "Albumin_Level": 3.371105162, + "Alkaline_Phosphatase_Level": 92.48106297, + "Alanine_Aminotransferase_Level": 19.04790622, + "Aspartate_Aminotransferase_Level": 36.08219959, + "Creatinine_Level": 1.125716296, + "LDH_Level": 110.3286748, + "Calcium_Level": 9.516366689, + "Phosphorus_Level": 2.506647228, + "Glucose_Level": 125.6268051, + "Potassium_Level": 4.374633162, + "Sodium_Level": 137.172446, + "Smoking_Pack_Years": 89.21561524 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.66044271, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.12685741, + "White_Blood_Cell_Count": 7.806921436, + "Platelet_Count": 328.2399514, + "Albumin_Level": 3.094703063, + "Alkaline_Phosphatase_Level": 62.16569184, + "Alanine_Aminotransferase_Level": 21.28862964, + "Aspartate_Aminotransferase_Level": 13.23283696, + "Creatinine_Level": 0.880395665, + "LDH_Level": 158.0000285, + "Calcium_Level": 8.777144973, + "Phosphorus_Level": 2.570712631, + "Glucose_Level": 124.9785313, + "Potassium_Level": 4.4595828, + "Sodium_Level": 139.1012134, + "Smoking_Pack_Years": 66.89510782 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.55369775, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.14740653, + "White_Blood_Cell_Count": 3.825404119, + "Platelet_Count": 206.3031565, + "Albumin_Level": 4.976119719, + "Alkaline_Phosphatase_Level": 71.17563909, + "Alanine_Aminotransferase_Level": 17.07091502, + "Aspartate_Aminotransferase_Level": 21.62991322, + "Creatinine_Level": 1.470884805, + "LDH_Level": 194.4176884, + "Calcium_Level": 9.895367886, + "Phosphorus_Level": 3.964723535, + "Glucose_Level": 72.26129364, + "Potassium_Level": 4.497713638, + "Sodium_Level": 140.0321419, + "Smoking_Pack_Years": 7.654772773 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.63620328, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.907059, + "White_Blood_Cell_Count": 7.304423368, + "Platelet_Count": 197.4489074, + "Albumin_Level": 4.810953913, + "Alkaline_Phosphatase_Level": 90.13936221, + "Alanine_Aminotransferase_Level": 13.3202726, + "Aspartate_Aminotransferase_Level": 13.55672885, + "Creatinine_Level": 1.331433388, + "LDH_Level": 172.9563222, + "Calcium_Level": 8.43223732, + "Phosphorus_Level": 3.720021335, + 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59.07081641, + "Alanine_Aminotransferase_Level": 13.39584859, + "Aspartate_Aminotransferase_Level": 41.86805398, + "Creatinine_Level": 1.32594913, + "LDH_Level": 213.5597266, + "Calcium_Level": 8.822973418, + "Phosphorus_Level": 4.28075272, + "Glucose_Level": 119.369529, + "Potassium_Level": 4.071013459, + "Sodium_Level": 136.5099589, + "Smoking_Pack_Years": 43.56536602 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.77679918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.9698614, + "White_Blood_Cell_Count": 9.412079207, + "Platelet_Count": 151.9614993, + "Albumin_Level": 3.344227356, + "Alkaline_Phosphatase_Level": 119.0922597, + "Alanine_Aminotransferase_Level": 39.84884895, + "Aspartate_Aminotransferase_Level": 48.76507867, + "Creatinine_Level": 0.734910438, + "LDH_Level": 211.7934864, + "Calcium_Level": 9.86369231, + "Phosphorus_Level": 2.562512908, + "Glucose_Level": 110.8983749, + "Potassium_Level": 4.34637127, + "Sodium_Level": 137.3655978, + "Smoking_Pack_Years": 59.45512291 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.53684639, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.57018972, + "White_Blood_Cell_Count": 4.235585373, + "Platelet_Count": 214.0057307, + "Albumin_Level": 3.865850737, + "Alkaline_Phosphatase_Level": 84.70645318, + "Alanine_Aminotransferase_Level": 29.37119779, + "Aspartate_Aminotransferase_Level": 14.68313504, + "Creatinine_Level": 1.048182278, + "LDH_Level": 163.667462, + "Calcium_Level": 8.166549045, + "Phosphorus_Level": 2.968881739, + "Glucose_Level": 118.8952078, + "Potassium_Level": 4.477506623, + "Sodium_Level": 144.9850651, + "Smoking_Pack_Years": 34.90694335 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.44582281, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.58548388, + "White_Blood_Cell_Count": 8.54686, + "Platelet_Count": 382.2749486, + "Albumin_Level": 3.064771987, + "Alkaline_Phosphatase_Level": 111.5079999, + "Alanine_Aminotransferase_Level": 19.48733648, + "Aspartate_Aminotransferase_Level": 28.8257255, + "Creatinine_Level": 1.139674349, + "LDH_Level": 134.9298008, + "Calcium_Level": 9.458420006, + "Phosphorus_Level": 3.531798963, + "Glucose_Level": 75.22594098, + "Potassium_Level": 3.750498323, + "Sodium_Level": 141.6599295, + "Smoking_Pack_Years": 91.34605195 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.51485771, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.47183277, + "White_Blood_Cell_Count": 4.60592455, + "Platelet_Count": 291.0528412, + "Albumin_Level": 3.433496311, + "Alkaline_Phosphatase_Level": 90.58818109, + "Alanine_Aminotransferase_Level": 8.777930374, + "Aspartate_Aminotransferase_Level": 42.81497329, + "Creatinine_Level": 0.965064058, + "LDH_Level": 143.4795701, + "Calcium_Level": 9.210353983, + "Phosphorus_Level": 3.431361044, + "Glucose_Level": 104.1516663, + "Potassium_Level": 4.821649497, + "Sodium_Level": 135.8154181, + "Smoking_Pack_Years": 82.73270173 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.33950642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.49416966, + "White_Blood_Cell_Count": 6.302621277, + "Platelet_Count": 292.854661, + "Albumin_Level": 3.6938524, + "Alkaline_Phosphatase_Level": 37.34045479, + "Alanine_Aminotransferase_Level": 32.09145026, + "Aspartate_Aminotransferase_Level": 17.02976948, + "Creatinine_Level": 0.804484462, + "LDH_Level": 147.7307057, + "Calcium_Level": 8.336682529, + "Phosphorus_Level": 4.455482654, + "Glucose_Level": 141.812004, + "Potassium_Level": 4.237884236, + "Sodium_Level": 139.6593608, + "Smoking_Pack_Years": 52.4873331 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.89139418, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.97961846, + "White_Blood_Cell_Count": 5.163158398, + "Platelet_Count": 310.7478625, + "Albumin_Level": 3.324698775, + "Alkaline_Phosphatase_Level": 119.2689876, + "Alanine_Aminotransferase_Level": 10.55367821, + "Aspartate_Aminotransferase_Level": 30.98640513, + "Creatinine_Level": 0.772047108, + "LDH_Level": 239.5764435, + "Calcium_Level": 9.817304615, + "Phosphorus_Level": 4.676823933, + "Glucose_Level": 139.6837103, + "Potassium_Level": 3.939091415, + "Sodium_Level": 141.4322452, + "Smoking_Pack_Years": 53.44182811 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.18228902, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.68798689, + "White_Blood_Cell_Count": 8.396150047, + "Platelet_Count": 262.2524695, + "Albumin_Level": 3.628256501, + "Alkaline_Phosphatase_Level": 53.66658713, + "Alanine_Aminotransferase_Level": 28.56052193, + "Aspartate_Aminotransferase_Level": 46.21633515, + "Creatinine_Level": 0.900350547, + "LDH_Level": 190.5562847, + "Calcium_Level": 8.333361515, + "Phosphorus_Level": 4.987236197, + "Glucose_Level": 130.5718859, + "Potassium_Level": 3.783046556, + "Sodium_Level": 141.494307, + "Smoking_Pack_Years": 92.02684282 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.78225041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.84847727, + "White_Blood_Cell_Count": 9.429886321, + "Platelet_Count": 278.0623072, + "Albumin_Level": 3.411774896, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.32640557, + "White_Blood_Cell_Count": 3.672547648, + "Platelet_Count": 385.0073132, + "Albumin_Level": 3.032839062, + "Alkaline_Phosphatase_Level": 61.79975235, + "Alanine_Aminotransferase_Level": 25.72297687, + "Aspartate_Aminotransferase_Level": 19.06907789, + "Creatinine_Level": 1.426452213, + "LDH_Level": 121.3373425, + "Calcium_Level": 9.974053999, + "Phosphorus_Level": 4.114738907, + "Glucose_Level": 128.9010852, + "Potassium_Level": 4.67645374, + "Sodium_Level": 138.2959314, + "Smoking_Pack_Years": 92.57256949 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.470029, + "White_Blood_Cell_Count": 3.73315014, + "Platelet_Count": 159.468243, + "Albumin_Level": 4.039309884, + "Alkaline_Phosphatase_Level": 67.8750126, + "Alanine_Aminotransferase_Level": 36.57220931, + "Aspartate_Aminotransferase_Level": 12.69514238, + "Creatinine_Level": 1.399754683, + "LDH_Level": 174.1682353, + "Calcium_Level": 10.47944258, + "Phosphorus_Level": 3.25156215, + "Glucose_Level": 115.9988355, + "Potassium_Level": 3.562823073, + "Sodium_Level": 136.9967398, + "Smoking_Pack_Years": 6.569754035 + }, + { + "Age": 74, + "Gender": "Female", + 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"Calcium_Level": 8.671183886, + "Phosphorus_Level": 4.324162498, + "Glucose_Level": 98.35717002, + "Potassium_Level": 4.556956869, + "Sodium_Level": 143.526249, + "Smoking_Pack_Years": 44.16454254 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.01222549, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.11055661, + "White_Blood_Cell_Count": 5.214082836, + "Platelet_Count": 228.0229518, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.46416585, + "White_Blood_Cell_Count": 8.72696185, + "Platelet_Count": 396.9976105, + "Albumin_Level": 4.90164714, + "Alkaline_Phosphatase_Level": 51.15157381, + "Alanine_Aminotransferase_Level": 8.010332715, + "Aspartate_Aminotransferase_Level": 45.97237558, + "Creatinine_Level": 1.227516576, + "LDH_Level": 189.6423525, + "Calcium_Level": 9.74217989, + "Phosphorus_Level": 3.502354973, + "Glucose_Level": 143.4134964, + "Potassium_Level": 4.088660901, + "Sodium_Level": 142.7867368, + "Smoking_Pack_Years": 33.31713033 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.69154755, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.2758247, + "White_Blood_Cell_Count": 9.399686511, + "Platelet_Count": 386.7839766, + "Albumin_Level": 4.87202681, + "Alkaline_Phosphatase_Level": 37.90430628, + "Alanine_Aminotransferase_Level": 21.99961703, + "Aspartate_Aminotransferase_Level": 28.4396899, + "Creatinine_Level": 0.999104649, + "LDH_Level": 211.4477783, + "Calcium_Level": 9.344601341, + "Phosphorus_Level": 3.881551854, + "Glucose_Level": 147.0896912, + "Potassium_Level": 4.240959309, + "Sodium_Level": 138.4097652, + "Smoking_Pack_Years": 42.59586927 + }, + { + "Age": 65, + "Gender": "Male", 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115.2021941, + "Calcium_Level": 9.136439177, + "Phosphorus_Level": 3.47913739, + "Glucose_Level": 118.7575545, + "Potassium_Level": 3.839032624, + "Sodium_Level": 137.1692127, + "Smoking_Pack_Years": 30.63781308 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.27157991, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.13693824, + "White_Blood_Cell_Count": 5.739723959, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.42456469, + "White_Blood_Cell_Count": 4.040295997, + "Platelet_Count": 329.4127057, + "Albumin_Level": 4.036717851, + "Alkaline_Phosphatase_Level": 63.86746791, + "Alanine_Aminotransferase_Level": 23.64396368, + "Aspartate_Aminotransferase_Level": 23.40124835, + "Creatinine_Level": 1.379145156, + "LDH_Level": 132.7365547, + "Calcium_Level": 8.582125712, + "Phosphorus_Level": 3.255713477, + "Glucose_Level": 144.0347636, + "Potassium_Level": 4.962013788, + "Sodium_Level": 140.6248339, + "Smoking_Pack_Years": 77.3177995 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.79587747, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African 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43.85643095 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.38944773, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.09197198, + "White_Blood_Cell_Count": 6.647318712, + "Platelet_Count": 290.4937051, + "Albumin_Level": 3.59056056, + "Alkaline_Phosphatase_Level": 68.48313948, + "Alanine_Aminotransferase_Level": 21.54976414, + "Aspartate_Aminotransferase_Level": 21.20445687, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.06056724, + "White_Blood_Cell_Count": 7.000810039, + "Platelet_Count": 374.0156699, + "Albumin_Level": 3.823860856, + "Alkaline_Phosphatase_Level": 93.4706476, + "Alanine_Aminotransferase_Level": 13.43884605, + "Aspartate_Aminotransferase_Level": 10.27018447, + "Creatinine_Level": 0.97557001, + "LDH_Level": 177.0247301, + "Calcium_Level": 9.417161008, + "Phosphorus_Level": 2.536326498, + "Glucose_Level": 80.5713258, + "Potassium_Level": 4.793120217, + "Sodium_Level": 144.8099019, + "Smoking_Pack_Years": 62.18626451 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.71226295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.66647818, + "White_Blood_Cell_Count": 4.537263436, + "Platelet_Count": 382.4645633, + "Albumin_Level": 4.589225456, + "Alkaline_Phosphatase_Level": 110.1505021, + "Alanine_Aminotransferase_Level": 32.5939934, + "Aspartate_Aminotransferase_Level": 38.71971448, + "Creatinine_Level": 1.301103131, + "LDH_Level": 199.1476581, + "Calcium_Level": 9.025583715, + "Phosphorus_Level": 4.965606045, + "Glucose_Level": 149.302336, + "Potassium_Level": 4.024546942, + "Sodium_Level": 138.2382676, + "Smoking_Pack_Years": 78.39956239 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.68449604, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.51396334, + "White_Blood_Cell_Count": 9.865055305, + "Platelet_Count": 303.4836078, + "Albumin_Level": 3.421278754, + "Alkaline_Phosphatase_Level": 110.0347246, + "Alanine_Aminotransferase_Level": 19.65546176, + "Aspartate_Aminotransferase_Level": 47.78596038, + "Creatinine_Level": 1.059123802, + "LDH_Level": 239.1826391, + "Calcium_Level": 8.950697711, + "Phosphorus_Level": 3.53869735, + "Glucose_Level": 110.4127303, + "Potassium_Level": 4.237815454, + "Sodium_Level": 136.5054308, + "Smoking_Pack_Years": 47.60224609 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.2852933, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.57577325, + "White_Blood_Cell_Count": 7.442222457, + "Platelet_Count": 195.4104492, + "Albumin_Level": 4.235465956, + "Alkaline_Phosphatase_Level": 59.97055807, + "Alanine_Aminotransferase_Level": 10.71537613, + "Aspartate_Aminotransferase_Level": 24.60065744, + "Creatinine_Level": 0.624988396, + "LDH_Level": 172.7469641, + "Calcium_Level": 9.663442707, + "Phosphorus_Level": 4.4164923, + "Glucose_Level": 116.152001, + "Potassium_Level": 4.514496567, + "Sodium_Level": 142.6995758, + "Smoking_Pack_Years": 92.55091188 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.64160621, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.67302966, + "White_Blood_Cell_Count": 7.10803022, + "Platelet_Count": 309.1631317, + "Albumin_Level": 4.80726269, + "Alkaline_Phosphatase_Level": 59.03293219, + "Alanine_Aminotransferase_Level": 6.05050086, + "Aspartate_Aminotransferase_Level": 11.96777773, + "Creatinine_Level": 0.694425114, + "LDH_Level": 208.0874581, + "Calcium_Level": 9.952117393, + "Phosphorus_Level": 2.563274381, + "Glucose_Level": 138.4962843, + "Potassium_Level": 4.004012764, + "Sodium_Level": 139.6538195, + "Smoking_Pack_Years": 95.99145447 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.03703511, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.46316781, + "White_Blood_Cell_Count": 4.641012349, + "Platelet_Count": 287.7329915, + "Albumin_Level": 4.15487838, + "Alkaline_Phosphatase_Level": 80.19521497, + "Alanine_Aminotransferase_Level": 38.18639619, + "Aspartate_Aminotransferase_Level": 42.5828091, + "Creatinine_Level": 1.007588077, + "LDH_Level": 249.816472, + "Calcium_Level": 9.844774958, + "Phosphorus_Level": 4.34026395, + "Glucose_Level": 84.30453257, + "Potassium_Level": 4.058826021, 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14.70953574, + "Aspartate_Aminotransferase_Level": 25.09280018, + "Creatinine_Level": 0.678573205, + "LDH_Level": 153.2267988, + "Calcium_Level": 10.08990655, + "Phosphorus_Level": 2.553767867, + "Glucose_Level": 82.45339993, + "Potassium_Level": 4.538186802, + "Sodium_Level": 138.5811327, + "Smoking_Pack_Years": 1.328934134 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.1755951, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.74043548, + "White_Blood_Cell_Count": 5.401824766, + "Platelet_Count": 355.4542409, + "Albumin_Level": 4.635391203, + "Alkaline_Phosphatase_Level": 96.74874864, + "Alanine_Aminotransferase_Level": 34.80894674, + "Aspartate_Aminotransferase_Level": 42.45056773, + "Creatinine_Level": 1.471226038, + "LDH_Level": 231.2419642, + "Calcium_Level": 8.041431423, + "Phosphorus_Level": 4.677555218, + "Glucose_Level": 100.0472717, + "Potassium_Level": 4.060632657, + "Sodium_Level": 144.8627858, + "Smoking_Pack_Years": 40.73564058 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.53203772, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.33961041, + "White_Blood_Cell_Count": 4.700164438, + "Platelet_Count": 434.4148638, + "Albumin_Level": 4.135408752, + "Alkaline_Phosphatase_Level": 46.2029638, + "Alanine_Aminotransferase_Level": 28.22293087, + "Aspartate_Aminotransferase_Level": 35.58062266, + "Creatinine_Level": 1.239918999, + "LDH_Level": 154.5729412, + "Calcium_Level": 8.786252217, + "Phosphorus_Level": 3.628239875, + "Glucose_Level": 79.11340333, + "Potassium_Level": 3.541085741, + "Sodium_Level": 143.9673519, + "Smoking_Pack_Years": 41.12698007 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.33671923, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.97698043, + "White_Blood_Cell_Count": 8.860869117, + "Platelet_Count": 287.3306817, + "Albumin_Level": 3.761724971, + "Alkaline_Phosphatase_Level": 62.69247393, + 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"Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.71893453, + "White_Blood_Cell_Count": 6.063021141, + "Platelet_Count": 363.7487553, + "Albumin_Level": 4.939673992, + "Alkaline_Phosphatase_Level": 82.74467068, + "Alanine_Aminotransferase_Level": 13.06582151, + "Aspartate_Aminotransferase_Level": 39.49565772, + "Creatinine_Level": 1.274317656, + "LDH_Level": 181.9384528, + "Calcium_Level": 10.47682872, + "Phosphorus_Level": 3.915060167, + "Glucose_Level": 103.8697615, + "Potassium_Level": 4.326878449, + "Sodium_Level": 140.1821993, + "Smoking_Pack_Years": 8.479716052 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.68255964, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.56589322, + "White_Blood_Cell_Count": 5.000271946, + "Platelet_Count": 325.1130008, + "Albumin_Level": 3.478263054, + "Alkaline_Phosphatase_Level": 98.23135857, + "Alanine_Aminotransferase_Level": 39.84480434, + "Aspartate_Aminotransferase_Level": 28.43720946, + "Creatinine_Level": 1.374782025, + "LDH_Level": 249.3900362, + "Calcium_Level": 8.899244593, + "Phosphorus_Level": 3.221286651, + "Glucose_Level": 130.0596617, + "Potassium_Level": 3.8450827, + "Sodium_Level": 144.1534828, + "Smoking_Pack_Years": 79.10715632 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.54123282, + "Tumor_Location": "Upper 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"Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.25923623, + "White_Blood_Cell_Count": 7.683710322, + "Platelet_Count": 200.4354857, + "Albumin_Level": 4.900197509, + "Alkaline_Phosphatase_Level": 61.02581063, + "Alanine_Aminotransferase_Level": 36.58074652, + "Aspartate_Aminotransferase_Level": 48.13675111, + "Creatinine_Level": 1.32402207, + "LDH_Level": 136.4200809, + "Calcium_Level": 8.577401036, + "Phosphorus_Level": 3.635813279, + "Glucose_Level": 148.3056825, + "Potassium_Level": 4.455021552, + "Sodium_Level": 136.8916389, + "Smoking_Pack_Years": 67.6515479 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.81560918, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.90481984, + "White_Blood_Cell_Count": 6.709150953, + "Platelet_Count": 230.5133944, + "Albumin_Level": 4.967496167, + "Alkaline_Phosphatase_Level": 98.08752602, + "Alanine_Aminotransferase_Level": 9.133917457, + "Aspartate_Aminotransferase_Level": 36.97725314, + "Creatinine_Level": 0.507073508, + "LDH_Level": 139.7591932, + "Calcium_Level": 9.886922733, + "Phosphorus_Level": 3.0761784, + "Glucose_Level": 121.8255561, + "Potassium_Level": 3.83415455, + "Sodium_Level": 144.7968472, + "Smoking_Pack_Years": 55.68095858 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.19519684, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 29.27587064, + "Aspartate_Aminotransferase_Level": 17.8427636, + "Creatinine_Level": 1.343616485, + "LDH_Level": 187.3336058, + "Calcium_Level": 8.554549283, + "Phosphorus_Level": 3.346177711, + "Glucose_Level": 99.20965567, + "Potassium_Level": 4.345281035, + "Sodium_Level": 140.3457049, + "Smoking_Pack_Years": 2.148184118 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.80237684, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.0084848, + "White_Blood_Cell_Count": 3.827754402, + "Platelet_Count": 315.3240221, + "Albumin_Level": 4.982462998, + "Alkaline_Phosphatase_Level": 34.64772481, + "Alanine_Aminotransferase_Level": 36.37394576, + "Aspartate_Aminotransferase_Level": 45.22113117, + "Creatinine_Level": 0.538318611, + "LDH_Level": 193.7341671, + "Calcium_Level": 9.664517395, + "Phosphorus_Level": 4.924016618, + "Glucose_Level": 134.7830796, + "Potassium_Level": 4.95647426, + "Sodium_Level": 139.5582825, + "Smoking_Pack_Years": 50.78107282 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.91861644, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.43568259, + "White_Blood_Cell_Count": 7.595428813, + "Platelet_Count": 382.2543047, + "Albumin_Level": 4.310455642, + "Alkaline_Phosphatase_Level": 43.2539475, + "Alanine_Aminotransferase_Level": 21.91899202, + "Aspartate_Aminotransferase_Level": 40.91745537, + "Creatinine_Level": 1.335937999, + "LDH_Level": 149.1042623, + "Calcium_Level": 9.910218775, + "Phosphorus_Level": 3.020813661, + "Glucose_Level": 92.50361712, + "Potassium_Level": 3.69384985, + "Sodium_Level": 140.4220312, + "Smoking_Pack_Years": 8.999803692 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.2189263, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.92416662, + "White_Blood_Cell_Count": 4.147558147, + "Platelet_Count": 254.6481666, + "Albumin_Level": 3.638181861, + "Alkaline_Phosphatase_Level": 81.75175169, + "Alanine_Aminotransferase_Level": 12.37744251, + "Aspartate_Aminotransferase_Level": 43.02004623, + "Creatinine_Level": 1.117284967, + "LDH_Level": 205.0428139, + "Calcium_Level": 10.18798374, + "Phosphorus_Level": 4.317771974, + "Glucose_Level": 81.04357841, 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"Alanine_Aminotransferase_Level": 15.61588458, + "Aspartate_Aminotransferase_Level": 14.28616847, + "Creatinine_Level": 1.256641395, + "LDH_Level": 155.91519, + "Calcium_Level": 8.784913415, + "Phosphorus_Level": 4.31917584, + "Glucose_Level": 149.4834676, + "Potassium_Level": 4.542119465, + "Sodium_Level": 144.6881862, + "Smoking_Pack_Years": 17.04374105 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.11885835, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.07243743, + "White_Blood_Cell_Count": 9.480795188, + "Platelet_Count": 370.2649367, + "Albumin_Level": 4.232715763, + "Alkaline_Phosphatase_Level": 86.55707201, + "Alanine_Aminotransferase_Level": 9.155980257, + "Aspartate_Aminotransferase_Level": 12.14082847, + "Creatinine_Level": 1.341086925, + "LDH_Level": 215.9973891, + "Calcium_Level": 9.079718256, + "Phosphorus_Level": 4.379644209, + "Glucose_Level": 80.85605647, + "Potassium_Level": 4.261759456, + "Sodium_Level": 135.9629899, + "Smoking_Pack_Years": 75.72771497 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.70850114, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.15330156, + "White_Blood_Cell_Count": 7.702898746, + "Platelet_Count": 357.7907729, + "Albumin_Level": 3.370432157, + "Alkaline_Phosphatase_Level": 70.23269904, + "Alanine_Aminotransferase_Level": 15.49425359, + "Aspartate_Aminotransferase_Level": 27.71413258, + "Creatinine_Level": 1.012741617, + "LDH_Level": 126.8429136, + "Calcium_Level": 8.229131349, + "Phosphorus_Level": 2.656796152, + "Glucose_Level": 120.847084, + "Potassium_Level": 4.208784512, + "Sodium_Level": 143.7616715, + "Smoking_Pack_Years": 61.63639703 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.60450623, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.36122146, + "White_Blood_Cell_Count": 9.617445975, + "Platelet_Count": 268.7886063, + "Albumin_Level": 4.058240768, + "Alkaline_Phosphatase_Level": 85.61383568, + "Alanine_Aminotransferase_Level": 24.02793082, + "Aspartate_Aminotransferase_Level": 17.0135941, + "Creatinine_Level": 0.698295227, + "LDH_Level": 131.0650688, + "Calcium_Level": 8.028520755, + "Phosphorus_Level": 4.81890849, + "Glucose_Level": 136.1806632, + "Potassium_Level": 4.492541525, + "Sodium_Level": 137.7784736, + "Smoking_Pack_Years": 94.49824014 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.77456158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.35042352, + "White_Blood_Cell_Count": 3.805669584, + "Platelet_Count": 320.4213725, + "Albumin_Level": 3.023029121, + "Alkaline_Phosphatase_Level": 80.6577415, + "Alanine_Aminotransferase_Level": 26.72564861, + "Aspartate_Aminotransferase_Level": 49.50797113, + "Creatinine_Level": 1.315262242, + "LDH_Level": 186.700646, + "Calcium_Level": 10.27420883, + "Phosphorus_Level": 3.685961131, + "Glucose_Level": 147.75992, + "Potassium_Level": 4.538466193, + "Sodium_Level": 137.4029625, + "Smoking_Pack_Years": 67.52472604 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.4044625, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.11800372, + "White_Blood_Cell_Count": 9.521434165, + "Platelet_Count": 367.662277, + "Albumin_Level": 3.200080953, + "Alkaline_Phosphatase_Level": 72.51165575, + "Alanine_Aminotransferase_Level": 39.61531209, + "Aspartate_Aminotransferase_Level": 39.93562437, + "Creatinine_Level": 1.426562713, + "LDH_Level": 211.2474276, + "Calcium_Level": 9.777941745, + "Phosphorus_Level": 4.875750233, + "Glucose_Level": 72.94519621, + "Potassium_Level": 4.458041274, + "Sodium_Level": 140.0635294, + "Smoking_Pack_Years": 89.61132479 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.93700836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.24998185, + "White_Blood_Cell_Count": 5.812587661, + "Platelet_Count": 433.0566066, + "Albumin_Level": 4.170833432, + "Alkaline_Phosphatase_Level": 30.09620027, + "Alanine_Aminotransferase_Level": 8.958929445, + "Aspartate_Aminotransferase_Level": 31.70801093, + "Creatinine_Level": 1.265213218, + "LDH_Level": 161.8328822, + "Calcium_Level": 8.124996694, + "Phosphorus_Level": 3.754193489, + "Glucose_Level": 97.62942675, + "Potassium_Level": 3.56227085, + "Sodium_Level": 142.8325715, + "Smoking_Pack_Years": 23.15369149 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.81770198, + "Tumor_Location": "Lower 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123.1448272, + "Potassium_Level": 3.538740143, + "Sodium_Level": 144.3870577, + "Smoking_Pack_Years": 59.56788157 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.38284285, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.70293124, + "White_Blood_Cell_Count": 4.429540455, + "Platelet_Count": 214.8370715, + "Albumin_Level": 3.702258683, + "Alkaline_Phosphatase_Level": 119.5508996, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.75065378, + "White_Blood_Cell_Count": 6.149678924, + "Platelet_Count": 211.5182727, + "Albumin_Level": 4.924908267, + "Alkaline_Phosphatase_Level": 114.5461082, + "Alanine_Aminotransferase_Level": 12.18478589, + "Aspartate_Aminotransferase_Level": 44.67775788, + "Creatinine_Level": 0.968585159, + "LDH_Level": 145.7126657, + "Calcium_Level": 8.998904851, + "Phosphorus_Level": 2.6676661, + "Glucose_Level": 122.8092449, + "Potassium_Level": 3.921383914, + "Sodium_Level": 144.8101974, + "Smoking_Pack_Years": 0.16113156 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.15359929, + "Tumor_Location": "Middle 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"Potassium_Level": 4.608091744, + "Sodium_Level": 138.3964905, + "Smoking_Pack_Years": 49.00459734 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.60921332, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.90711554, + "White_Blood_Cell_Count": 8.080403738, + "Platelet_Count": 434.8019311, + "Albumin_Level": 4.722057407, + "Alkaline_Phosphatase_Level": 66.94162581, + "Alanine_Aminotransferase_Level": 39.34361072, + "Aspartate_Aminotransferase_Level": 41.44682147, + "Creatinine_Level": 0.82989021, + "LDH_Level": 211.1814933, + "Calcium_Level": 10.30193971, + "Phosphorus_Level": 3.562409387, + "Glucose_Level": 108.7748118, + "Potassium_Level": 4.639777873, + "Sodium_Level": 137.4499635, + "Smoking_Pack_Years": 27.48210879 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.22121163, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.66740727, + "White_Blood_Cell_Count": 6.420531888, + "Platelet_Count": 383.6692044, + "Albumin_Level": 4.669591364, + "Alkaline_Phosphatase_Level": 57.84503215, + "Alanine_Aminotransferase_Level": 30.47601613, + "Aspartate_Aminotransferase_Level": 46.36382476, + "Creatinine_Level": 1.029033337, + "LDH_Level": 135.666458, + "Calcium_Level": 8.819898963, + "Phosphorus_Level": 3.512602617, + "Glucose_Level": 85.18041799, + "Potassium_Level": 4.500056625, + "Sodium_Level": 137.8791998, + "Smoking_Pack_Years": 61.80148831 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.5912612, + "Tumor_Location": "Middle 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.3831701, + "White_Blood_Cell_Count": 7.095665435, + "Platelet_Count": 164.4725637, + "Albumin_Level": 3.143569289, + "Alkaline_Phosphatase_Level": 76.63120186, + "Alanine_Aminotransferase_Level": 17.05497258, + "Aspartate_Aminotransferase_Level": 35.84116525, + "Creatinine_Level": 1.233627895, + "LDH_Level": 236.2240617, + "Calcium_Level": 10.26455987, + "Phosphorus_Level": 4.913989102, + "Glucose_Level": 111.3493748, + "Potassium_Level": 4.315485069, + "Sodium_Level": 140.0205055, + "Smoking_Pack_Years": 46.91611965 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.6222642, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.03076229, + "White_Blood_Cell_Count": 9.0231335, + "Platelet_Count": 288.34021, + "Albumin_Level": 3.943300007, + "Alkaline_Phosphatase_Level": 54.89921537, + "Alanine_Aminotransferase_Level": 37.95916828, + "Aspartate_Aminotransferase_Level": 12.93842655, + "Creatinine_Level": 1.218998958, + "LDH_Level": 144.3524204, + "Calcium_Level": 10.11494803, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.69472176, + "White_Blood_Cell_Count": 8.500325529, + "Platelet_Count": 200.9327859, + "Albumin_Level": 3.385318545, + "Alkaline_Phosphatase_Level": 73.66340969, + "Alanine_Aminotransferase_Level": 5.381185028, + "Aspartate_Aminotransferase_Level": 22.09982651, + "Creatinine_Level": 0.659224997, + "LDH_Level": 107.8738606, + "Calcium_Level": 10.45070202, + "Phosphorus_Level": 2.901728285, + "Glucose_Level": 97.46405233, + "Potassium_Level": 3.758286401, + "Sodium_Level": 138.482539, + "Smoking_Pack_Years": 82.28636167 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.95450474, + "White_Blood_Cell_Count": 7.22975255, + "Platelet_Count": 369.3339932, + "Albumin_Level": 4.705991295, + "Alkaline_Phosphatase_Level": 60.78002427, + "Alanine_Aminotransferase_Level": 17.88156039, + "Aspartate_Aminotransferase_Level": 22.79366654, + "Creatinine_Level": 0.815981022, + "LDH_Level": 190.662323, + "Calcium_Level": 9.57861506, + "Phosphorus_Level": 2.748351619, + "Glucose_Level": 97.66579878, + "Potassium_Level": 4.460600945, + "Sodium_Level": 143.2248875, + "Smoking_Pack_Years": 61.76920532 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.41110432, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.76276435, + "White_Blood_Cell_Count": 4.126542443, + "Platelet_Count": 363.7594232, + "Albumin_Level": 4.278950202, + "Alkaline_Phosphatase_Level": 38.72289625, + "Alanine_Aminotransferase_Level": 22.44409901, + "Aspartate_Aminotransferase_Level": 18.07369584, + "Creatinine_Level": 0.572644049, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.97088212, + "White_Blood_Cell_Count": 8.753449269, + "Platelet_Count": 186.2376464, + "Albumin_Level": 3.203564082, + "Alkaline_Phosphatase_Level": 74.5484636, + "Alanine_Aminotransferase_Level": 11.95786136, + "Aspartate_Aminotransferase_Level": 20.94443263, + "Creatinine_Level": 0.9396804, + "LDH_Level": 120.1646689, + "Calcium_Level": 9.126296382, + "Phosphorus_Level": 4.53550599, + "Glucose_Level": 126.1880607, + "Potassium_Level": 4.292647973, + "Sodium_Level": 139.0587545, + "Smoking_Pack_Years": 22.79427967 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.58761781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.44380102, + "White_Blood_Cell_Count": 7.08464718, + "Platelet_Count": 381.18366, + "Albumin_Level": 3.529849983, + "Alkaline_Phosphatase_Level": 52.48485742, + "Alanine_Aminotransferase_Level": 8.777954996, + "Aspartate_Aminotransferase_Level": 12.76889893, + "Creatinine_Level": 0.756190549, + "LDH_Level": 220.0112464, + "Calcium_Level": 10.17012138, + "Phosphorus_Level": 2.512652179, + "Glucose_Level": 126.865893, + "Potassium_Level": 4.377729026, + "Sodium_Level": 135.4116779, + "Smoking_Pack_Years": 36.7791532 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.23514295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.75124368, + "White_Blood_Cell_Count": 4.272034283, + "Platelet_Count": 323.3892681, + "Albumin_Level": 3.856058547, + "Alkaline_Phosphatase_Level": 76.06626823, + "Alanine_Aminotransferase_Level": 39.55027415, + "Aspartate_Aminotransferase_Level": 40.4913501, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.92349285, + "White_Blood_Cell_Count": 7.278974301, + "Platelet_Count": 239.2089555, + "Albumin_Level": 3.913715899, + "Alkaline_Phosphatase_Level": 53.5361465, + "Alanine_Aminotransferase_Level": 23.88969982, + "Aspartate_Aminotransferase_Level": 30.09852073, + "Creatinine_Level": 0.587446399, + "LDH_Level": 247.2339069, + "Calcium_Level": 8.773714119, + "Phosphorus_Level": 3.656000697, + "Glucose_Level": 122.812325, + "Potassium_Level": 4.409702151, + "Sodium_Level": 136.1582533, + "Smoking_Pack_Years": 55.60784678 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.16035812, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 87.62813874 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.32212105, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.93085318, + "White_Blood_Cell_Count": 8.315689364, + "Platelet_Count": 423.5583258, + "Albumin_Level": 3.317193204, + "Alkaline_Phosphatase_Level": 38.38607037, + "Alanine_Aminotransferase_Level": 13.3508338, + 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"Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.44418077, + "White_Blood_Cell_Count": 4.367409493, + "Platelet_Count": 315.5650112, + "Albumin_Level": 3.290149547, + "Alkaline_Phosphatase_Level": 109.4735267, + "Alanine_Aminotransferase_Level": 7.764536335, + "Aspartate_Aminotransferase_Level": 17.81998142, + "Creatinine_Level": 1.416672534, + "LDH_Level": 163.9450933, + "Calcium_Level": 10.311656, + "Phosphorus_Level": 3.531603981, + "Glucose_Level": 83.84311712, + "Potassium_Level": 3.927161634, + "Sodium_Level": 142.8382108, + "Smoking_Pack_Years": 14.3881341 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.56588979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.16297121, + "White_Blood_Cell_Count": 8.541983849, + "Platelet_Count": 196.070896, + "Albumin_Level": 4.45819366, + "Alkaline_Phosphatase_Level": 88.67449998, + "Alanine_Aminotransferase_Level": 29.90877431, + "Aspartate_Aminotransferase_Level": 27.64007218, + "Creatinine_Level": 1.033735083, + "LDH_Level": 197.6278824, + "Calcium_Level": 8.757466359, + "Phosphorus_Level": 2.628574916, + "Glucose_Level": 74.38655825, + "Potassium_Level": 3.984798868, + "Sodium_Level": 140.3149902, + "Smoking_Pack_Years": 40.0006187 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.88236158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.71305011, + "White_Blood_Cell_Count": 5.396727688, + "Platelet_Count": 396.7126171, + "Albumin_Level": 4.38467562, + "Alkaline_Phosphatase_Level": 109.2082122, + "Alanine_Aminotransferase_Level": 38.17763167, + "Aspartate_Aminotransferase_Level": 13.57818903, + "Creatinine_Level": 0.721468883, + "LDH_Level": 150.0518743, + "Calcium_Level": 8.703023352, + "Phosphorus_Level": 2.964025873, + "Glucose_Level": 101.8568562, + "Potassium_Level": 4.929760722, + "Sodium_Level": 143.9908911, + "Smoking_Pack_Years": 13.75291834 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.62284875, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.85400556, + "White_Blood_Cell_Count": 5.152539242, + "Platelet_Count": 172.6466068, + "Albumin_Level": 4.506087403, + "Alkaline_Phosphatase_Level": 43.52856724, + "Alanine_Aminotransferase_Level": 5.796628009, + "Aspartate_Aminotransferase_Level": 35.68111923, + "Creatinine_Level": 1.313378657, + "LDH_Level": 110.1246175, + "Calcium_Level": 8.598650811, + "Phosphorus_Level": 4.381856784, + "Glucose_Level": 103.1305235, + "Potassium_Level": 4.5706093, + "Sodium_Level": 139.5439426, + "Smoking_Pack_Years": 65.22541451 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.83349438, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.11331713, + "White_Blood_Cell_Count": 6.746664979, + "Platelet_Count": 223.6923424, + "Albumin_Level": 3.258609525, + "Alkaline_Phosphatase_Level": 96.4660662, + "Alanine_Aminotransferase_Level": 7.568417726, + "Aspartate_Aminotransferase_Level": 23.91816164, + "Creatinine_Level": 1.105221411, + "LDH_Level": 195.0473153, + "Calcium_Level": 8.34288038, + "Phosphorus_Level": 4.713238653, + "Glucose_Level": 96.31524398, + "Potassium_Level": 4.519278673, + "Sodium_Level": 140.5820607, + "Smoking_Pack_Years": 19.16324969 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.28709375, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.70445967, + "White_Blood_Cell_Count": 5.574104246, + "Platelet_Count": 224.2671836, + "Albumin_Level": 4.725136125, + "Alkaline_Phosphatase_Level": 50.27814337, + "Alanine_Aminotransferase_Level": 25.63110447, + "Aspartate_Aminotransferase_Level": 35.00407643, + "Creatinine_Level": 1.401108334, + "LDH_Level": 176.0802629, + "Calcium_Level": 9.481696658, + "Phosphorus_Level": 2.901624471, + "Glucose_Level": 123.058195, + "Potassium_Level": 3.929961118, + "Sodium_Level": 138.6983426, + "Smoking_Pack_Years": 15.70707358 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.72429566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.30777444, + "White_Blood_Cell_Count": 3.816472749, + "Platelet_Count": 333.0266858, + "Albumin_Level": 3.102398818, + "Alkaline_Phosphatase_Level": 56.16727134, + "Alanine_Aminotransferase_Level": 36.30608906, + "Aspartate_Aminotransferase_Level": 21.09696321, + "Creatinine_Level": 1.270192169, + "LDH_Level": 236.4201058, + "Calcium_Level": 10.20531093, + "Phosphorus_Level": 2.896040607, + "Glucose_Level": 79.667333, + "Potassium_Level": 4.037433374, + "Sodium_Level": 143.9777366, + "Smoking_Pack_Years": 48.85399791 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.16281584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.5716001, + "White_Blood_Cell_Count": 4.128792135, + "Platelet_Count": 370.8622248, + "Albumin_Level": 4.099455546, + "Alkaline_Phosphatase_Level": 75.41498079, + "Alanine_Aminotransferase_Level": 20.52821166, + "Aspartate_Aminotransferase_Level": 14.56284424, + "Creatinine_Level": 1.184340859, + "LDH_Level": 164.2260696, + "Calcium_Level": 9.503218952, + "Phosphorus_Level": 4.872305067, + "Glucose_Level": 73.72572435, + "Potassium_Level": 3.845749959, + "Sodium_Level": 138.5568885, + "Smoking_Pack_Years": 2.514526635 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.51853216, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.45847418, + "White_Blood_Cell_Count": 8.683980886, + "Platelet_Count": 185.7653645, + "Albumin_Level": 4.785648198, + "Alkaline_Phosphatase_Level": 43.97176208, + "Alanine_Aminotransferase_Level": 22.8581783, + "Aspartate_Aminotransferase_Level": 12.78509545, + "Creatinine_Level": 0.900228792, + "LDH_Level": 145.9388461, + "Calcium_Level": 10.1604831, + "Phosphorus_Level": 4.691802472, + "Glucose_Level": 92.45181633, + "Potassium_Level": 4.169189041, + "Sodium_Level": 143.3322381, + "Smoking_Pack_Years": 45.57751411 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.75686823, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.47015584, + "White_Blood_Cell_Count": 9.372198542, + "Platelet_Count": 198.9791008, + "Albumin_Level": 4.35081556, + "Alkaline_Phosphatase_Level": 44.46144584, + "Alanine_Aminotransferase_Level": 25.58204856, + "Aspartate_Aminotransferase_Level": 45.35893, + "Creatinine_Level": 1.245059559, + "LDH_Level": 150.0543081, + "Calcium_Level": 10.49839403, + "Phosphorus_Level": 3.993850571, + "Glucose_Level": 132.5970137, + "Potassium_Level": 4.756209776, + "Sodium_Level": 140.6851043, + "Smoking_Pack_Years": 53.79612038 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.09874137, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.78124338, + "White_Blood_Cell_Count": 4.681023775, + "Platelet_Count": 432.5184213, + "Albumin_Level": 3.432928232, + "Alkaline_Phosphatase_Level": 36.95035858, + "Alanine_Aminotransferase_Level": 35.54007102, + "Aspartate_Aminotransferase_Level": 13.40316124, + "Creatinine_Level": 1.36538571, + "LDH_Level": 217.4042982, + "Calcium_Level": 10.18597804, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 84.84724125, + "Alanine_Aminotransferase_Level": 13.25251636, + "Aspartate_Aminotransferase_Level": 43.2620176, + "Creatinine_Level": 1.21298882, + "LDH_Level": 202.9407859, + "Calcium_Level": 10.1370997, + "Phosphorus_Level": 3.077444712, + "Glucose_Level": 82.71927332, + "Potassium_Level": 4.696460153, + "Sodium_Level": 140.8483833, + "Smoking_Pack_Years": 51.42004356 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.89997953, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.80878504, + "White_Blood_Cell_Count": 5.013082451, + "Platelet_Count": 195.4457278, + "Albumin_Level": 4.322485826, + "Alkaline_Phosphatase_Level": 64.89809026, + "Alanine_Aminotransferase_Level": 13.4124314, + "Aspartate_Aminotransferase_Level": 16.81186114, + "Creatinine_Level": 0.831214651, + "LDH_Level": 224.5396859, + "Calcium_Level": 10.48308633, + "Phosphorus_Level": 4.659881407, + "Glucose_Level": 107.1873143, + "Potassium_Level": 3.567661488, + "Sodium_Level": 143.7252725, + "Smoking_Pack_Years": 73.90943073 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.27310511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.21569695, + "White_Blood_Cell_Count": 4.134194273, + "Platelet_Count": 173.3718356, + "Albumin_Level": 3.051084139, + "Alkaline_Phosphatase_Level": 96.48277931, + "Alanine_Aminotransferase_Level": 21.43868507, + "Aspartate_Aminotransferase_Level": 22.89741076, + "Creatinine_Level": 1.109005067, + "LDH_Level": 218.4302653, + "Calcium_Level": 8.742079431, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.38823939, + "White_Blood_Cell_Count": 4.992164054, + "Platelet_Count": 364.0522855, + "Albumin_Level": 4.835417049, + "Alkaline_Phosphatase_Level": 49.49266581, + "Alanine_Aminotransferase_Level": 38.12272484, + "Aspartate_Aminotransferase_Level": 48.66249301, + "Creatinine_Level": 1.088007269, + "LDH_Level": 135.4721606, + "Calcium_Level": 9.997370672, + "Phosphorus_Level": 4.045190554, + "Glucose_Level": 91.47413393, + "Potassium_Level": 4.418315604, + "Sodium_Level": 139.9821303, + "Smoking_Pack_Years": 72.95343713 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.20340953, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.43249729, + "White_Blood_Cell_Count": 4.309807458, + "Platelet_Count": 441.3384218, + "Albumin_Level": 3.785704013, + "Alkaline_Phosphatase_Level": 30.21529115, + "Alanine_Aminotransferase_Level": 29.97693953, + "Aspartate_Aminotransferase_Level": 33.75391858, + "Creatinine_Level": 1.179032047, + "LDH_Level": 102.9607432, + "Calcium_Level": 9.715440386, + "Phosphorus_Level": 4.518302969, + "Glucose_Level": 149.9947231, + "Potassium_Level": 4.180667881, + "Sodium_Level": 142.5164937, + "Smoking_Pack_Years": 19.29524728 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.17993245, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.36950074, + "White_Blood_Cell_Count": 6.098521891, + "Platelet_Count": 372.3814257, + 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.9846142, + "White_Blood_Cell_Count": 3.813320113, + "Platelet_Count": 363.8551271, + "Albumin_Level": 3.107508612, + "Alkaline_Phosphatase_Level": 100.1302846, + "Alanine_Aminotransferase_Level": 29.07439935, + "Aspartate_Aminotransferase_Level": 48.48143796, + "Creatinine_Level": 1.332469621, + "LDH_Level": 213.0111217, + "Calcium_Level": 8.473765106, + "Phosphorus_Level": 4.353489573, + "Glucose_Level": 123.5621742, + "Potassium_Level": 4.38945506, + "Sodium_Level": 143.8582743, + "Smoking_Pack_Years": 56.61637758 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.94381884, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.84531016, + "White_Blood_Cell_Count": 5.701507145, + "Platelet_Count": 376.5322483, + "Albumin_Level": 3.154256546, + "Alkaline_Phosphatase_Level": 86.93843081, + "Alanine_Aminotransferase_Level": 37.73554173, + "Aspartate_Aminotransferase_Level": 46.72222594, + "Creatinine_Level": 1.464109182, + "LDH_Level": 195.0454219, + "Calcium_Level": 8.857847714, + "Phosphorus_Level": 3.72325291, + "Glucose_Level": 113.3847208, + "Potassium_Level": 4.324641018, + "Sodium_Level": 136.9327322, + "Smoking_Pack_Years": 42.66975109 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.36479787, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.71328995, + "White_Blood_Cell_Count": 5.065614954, + "Platelet_Count": 191.5339512, + "Albumin_Level": 4.662547362, + "Alkaline_Phosphatase_Level": 107.705467, + "Alanine_Aminotransferase_Level": 24.50166799, + "Aspartate_Aminotransferase_Level": 33.0915909, + "Creatinine_Level": 0.683987366, + "LDH_Level": 229.0128925, + "Calcium_Level": 10.00360558, + "Phosphorus_Level": 4.11737664, + "Glucose_Level": 92.44454352, + "Potassium_Level": 4.768985019, + "Sodium_Level": 138.7992568, + "Smoking_Pack_Years": 96.00592979 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.37387737, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.61893959, + "White_Blood_Cell_Count": 4.222672737, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.2553297, + "White_Blood_Cell_Count": 5.490475915, + "Platelet_Count": 153.2843242, + "Albumin_Level": 3.427515994, + "Alkaline_Phosphatase_Level": 96.91031745, + "Alanine_Aminotransferase_Level": 31.01631262, + "Aspartate_Aminotransferase_Level": 11.911897, + "Creatinine_Level": 1.031037851, + "LDH_Level": 102.8263425, + "Calcium_Level": 9.621433563, + "Phosphorus_Level": 2.715122958, + "Glucose_Level": 114.9626139, + "Potassium_Level": 4.094998608, + "Sodium_Level": 138.632892, + "Smoking_Pack_Years": 2.762107059 + }, + { + "Age": 37, + "Gender": "Male", 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224.3439471, + "Calcium_Level": 10.44077296, + "Phosphorus_Level": 4.577328173, + "Glucose_Level": 90.71403212, + "Potassium_Level": 4.041649551, + "Sodium_Level": 136.8433815, + "Smoking_Pack_Years": 18.68733566 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.14909111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.03931719, + "White_Blood_Cell_Count": 4.234588242, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.9253954, + "White_Blood_Cell_Count": 4.268210477, + "Platelet_Count": 435.1922231, + "Albumin_Level": 4.889185056, + "Alkaline_Phosphatase_Level": 53.67865063, + "Alanine_Aminotransferase_Level": 23.49967158, + "Aspartate_Aminotransferase_Level": 15.69432721, + "Creatinine_Level": 1.019478648, + "LDH_Level": 106.0767037, + "Calcium_Level": 8.230540212, + "Phosphorus_Level": 3.700110862, + "Glucose_Level": 115.7571848, + "Potassium_Level": 3.646099432, + "Sodium_Level": 144.7312474, + "Smoking_Pack_Years": 22.75892875 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.22704057, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.60035777, + "White_Blood_Cell_Count": 8.226412468, + "Platelet_Count": 355.1123748, + "Albumin_Level": 3.309103088, + "Alkaline_Phosphatase_Level": 91.50550493, + "Alanine_Aminotransferase_Level": 16.56018716, + "Aspartate_Aminotransferase_Level": 22.15152874, + "Creatinine_Level": 1.244088169, + "LDH_Level": 185.8243655, + "Calcium_Level": 8.883152816, + "Phosphorus_Level": 4.162307839, + "Glucose_Level": 128.6911297, + "Potassium_Level": 4.063537242, + "Sodium_Level": 144.6399095, + "Smoking_Pack_Years": 93.60011343 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.71496175, + "White_Blood_Cell_Count": 4.581102792, + "Platelet_Count": 258.5932747, + "Albumin_Level": 3.833218412, + "Alkaline_Phosphatase_Level": 53.15739225, + "Alanine_Aminotransferase_Level": 24.48339212, + "Aspartate_Aminotransferase_Level": 40.14207081, + "Creatinine_Level": 1.250030959, + "LDH_Level": 124.1932465, + "Calcium_Level": 8.126015334, + "Phosphorus_Level": 3.927787536, + "Glucose_Level": 122.1107819, + "Potassium_Level": 3.711714339, + "Sodium_Level": 136.0053425, + "Smoking_Pack_Years": 78.77891398 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.86776017, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.9153928, + "White_Blood_Cell_Count": 9.656495933, + "Platelet_Count": 227.4517251, + "Albumin_Level": 3.589828705, + "Alkaline_Phosphatase_Level": 72.57922151, + "Alanine_Aminotransferase_Level": 35.14888558, + "Aspartate_Aminotransferase_Level": 12.66541906, + "Creatinine_Level": 0.877671119, + "LDH_Level": 118.8578013, + "Calcium_Level": 8.557363596, + "Phosphorus_Level": 3.96909928, + "Glucose_Level": 92.20261406, + "Potassium_Level": 3.669221592, + "Sodium_Level": 139.8154125, + "Smoking_Pack_Years": 60.0869368 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.7932713, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.752013, + "White_Blood_Cell_Count": 8.71127705, + "Platelet_Count": 284.8772479, + "Albumin_Level": 3.27822789, + "Alkaline_Phosphatase_Level": 85.38638227, + "Alanine_Aminotransferase_Level": 18.61735566, + "Aspartate_Aminotransferase_Level": 19.45462778, + "Creatinine_Level": 1.376419332, + "LDH_Level": 217.9146381, + "Calcium_Level": 8.346686708, + "Phosphorus_Level": 4.098351481, + "Glucose_Level": 103.3187604, + "Potassium_Level": 4.161826403, + "Sodium_Level": 144.2252182, + "Smoking_Pack_Years": 98.5548174 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.5359197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.35465469, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.22804138, + "White_Blood_Cell_Count": 9.152547947, + "Platelet_Count": 425.2848853, + "Albumin_Level": 4.801477159, + "Alkaline_Phosphatase_Level": 37.97569044, + "Alanine_Aminotransferase_Level": 30.46678693, + "Aspartate_Aminotransferase_Level": 28.88937806, + "Creatinine_Level": 0.974475327, + "LDH_Level": 240.8864325, + "Calcium_Level": 9.281812897, + "Phosphorus_Level": 2.938557929, + "Glucose_Level": 93.263058, + "Potassium_Level": 3.540105096, + "Sodium_Level": 140.4590584, + "Smoking_Pack_Years": 27.67840056 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.73677549, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.81338855, + "White_Blood_Cell_Count": 9.273380209, + "Platelet_Count": 169.090233, + "Albumin_Level": 4.337329143, + "Alkaline_Phosphatase_Level": 87.74259498, + "Alanine_Aminotransferase_Level": 37.47987844, + "Aspartate_Aminotransferase_Level": 47.184303, + "Creatinine_Level": 0.852209612, + "LDH_Level": 199.6095179, + "Calcium_Level": 8.787488222, + "Phosphorus_Level": 3.917378714, + "Glucose_Level": 123.0540067, + "Potassium_Level": 3.605488812, + "Sodium_Level": 143.3412053, + "Smoking_Pack_Years": 67.68225356 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.16617083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.47687783, + "White_Blood_Cell_Count": 6.332440098, + "Platelet_Count": 222.7739955, + "Albumin_Level": 4.565042795, + "Alkaline_Phosphatase_Level": 93.46912597, + "Alanine_Aminotransferase_Level": 38.81352335, + "Aspartate_Aminotransferase_Level": 25.3534625, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.42931521, + "White_Blood_Cell_Count": 9.227499581, + "Platelet_Count": 268.9840804, + "Albumin_Level": 4.337404674, + "Alkaline_Phosphatase_Level": 116.262939, + "Alanine_Aminotransferase_Level": 35.02738713, + "Aspartate_Aminotransferase_Level": 23.74734429, + "Creatinine_Level": 1.063082477, + "LDH_Level": 187.2420633, + "Calcium_Level": 10.21898186, + "Phosphorus_Level": 3.283303904, + "Glucose_Level": 122.6450742, + "Potassium_Level": 4.43886971, + "Sodium_Level": 140.3717783, + "Smoking_Pack_Years": 3.096799401 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.97825351, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.39915821, + "White_Blood_Cell_Count": 4.760382859, + "Platelet_Count": 303.3796063, + "Albumin_Level": 4.549148944, + "Alkaline_Phosphatase_Level": 81.32355677, + "Alanine_Aminotransferase_Level": 18.60391388, + "Aspartate_Aminotransferase_Level": 28.49200865, + "Creatinine_Level": 0.629917137, + "LDH_Level": 107.6921779, + "Calcium_Level": 9.551006232, + "Phosphorus_Level": 3.902758197, + "Glucose_Level": 114.1278953, + "Potassium_Level": 4.487452006, + "Sodium_Level": 140.8007717, + "Smoking_Pack_Years": 15.35108358 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.03383433, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.2188736, + "White_Blood_Cell_Count": 8.171189073, + "Platelet_Count": 220.4824277, + "Albumin_Level": 3.814110032, + "Alkaline_Phosphatase_Level": 39.82886503, + "Alanine_Aminotransferase_Level": 35.9131997, + "Aspartate_Aminotransferase_Level": 49.30419329, + "Creatinine_Level": 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"White_Blood_Cell_Count": 8.692963658, + "Platelet_Count": 166.9702199, + "Albumin_Level": 3.967536057, + "Alkaline_Phosphatase_Level": 69.63046916, + "Alanine_Aminotransferase_Level": 26.87005753, + "Aspartate_Aminotransferase_Level": 25.46617814, + "Creatinine_Level": 0.748313538, + "LDH_Level": 247.7495604, + "Calcium_Level": 8.156286892, + "Phosphorus_Level": 4.248995062, + "Glucose_Level": 125.3580132, + "Potassium_Level": 4.864733046, + "Sodium_Level": 137.8768106, + "Smoking_Pack_Years": 37.45667805 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.79222743, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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70.00432493 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.56623961, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.90942047, + "White_Blood_Cell_Count": 5.35844108, + "Platelet_Count": 352.041105, + "Albumin_Level": 4.771836021, + "Alkaline_Phosphatase_Level": 93.19587039, + "Alanine_Aminotransferase_Level": 33.9313657, + "Aspartate_Aminotransferase_Level": 40.19044748, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.36697716, + "White_Blood_Cell_Count": 7.130595409, + "Platelet_Count": 177.1174088, + "Albumin_Level": 3.869471436, + "Alkaline_Phosphatase_Level": 39.01543833, + "Alanine_Aminotransferase_Level": 11.4070524, + "Aspartate_Aminotransferase_Level": 14.78545828, + "Creatinine_Level": 0.886681188, + "LDH_Level": 241.3214532, + "Calcium_Level": 9.139534242, + "Phosphorus_Level": 4.124982946, + "Glucose_Level": 148.6249915, + "Potassium_Level": 3.836798669, + "Sodium_Level": 142.2212567, + "Smoking_Pack_Years": 82.97429253 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.90877075, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.33226372, + "White_Blood_Cell_Count": 6.099500297, + "Platelet_Count": 303.7215886, + "Albumin_Level": 3.746871906, + "Alkaline_Phosphatase_Level": 103.6320441, + "Alanine_Aminotransferase_Level": 20.318357, + "Aspartate_Aminotransferase_Level": 48.10311841, + "Creatinine_Level": 0.563706235, + "LDH_Level": 194.49732, + "Calcium_Level": 8.366046373, + "Phosphorus_Level": 3.998112268, + "Glucose_Level": 76.11039246, + "Potassium_Level": 3.933829757, + "Sodium_Level": 141.743554, + "Smoking_Pack_Years": 40.50415362 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.08936035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.70915096, + "White_Blood_Cell_Count": 5.471375598, + "Platelet_Count": 325.5743023, + "Albumin_Level": 4.995318361, + "Alkaline_Phosphatase_Level": 31.16446928, + "Alanine_Aminotransferase_Level": 37.50154002, + "Aspartate_Aminotransferase_Level": 31.53796232, + "Creatinine_Level": 1.33059355, + "LDH_Level": 208.9231974, + "Calcium_Level": 9.08522414, + "Phosphorus_Level": 3.793471941, + "Glucose_Level": 84.23594198, + "Potassium_Level": 4.719158098, + "Sodium_Level": 143.2395009, + "Smoking_Pack_Years": 25.03455271 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.10039599, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 106, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.28215017, + "White_Blood_Cell_Count": 8.700138621, + "Platelet_Count": 252.8240086, + "Albumin_Level": 4.399032371, + "Alkaline_Phosphatase_Level": 67.89957569, + "Alanine_Aminotransferase_Level": 6.277952333, + "Aspartate_Aminotransferase_Level": 40.82470873, + "Creatinine_Level": 0.707652507, + "LDH_Level": 231.2020505, + "Calcium_Level": 8.800974798, + "Phosphorus_Level": 4.768689058, + "Glucose_Level": 123.4459872, + "Potassium_Level": 4.064586901, + "Sodium_Level": 138.2661315, + "Smoking_Pack_Years": 68.55990439 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.32641516, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.65226022, + "White_Blood_Cell_Count": 9.975825808, + "Platelet_Count": 399.8293283, + "Albumin_Level": 3.628465381, + "Alkaline_Phosphatase_Level": 35.7569256, + "Alanine_Aminotransferase_Level": 34.43659197, + "Aspartate_Aminotransferase_Level": 46.55371482, + "Creatinine_Level": 1.159089359, + "LDH_Level": 123.1385742, + "Calcium_Level": 8.657502376, + "Phosphorus_Level": 3.65619263, + "Glucose_Level": 100.1879891, + "Potassium_Level": 3.613820583, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.67533048, + "White_Blood_Cell_Count": 8.67483382, + "Platelet_Count": 240.3570755, + "Albumin_Level": 3.734672372, + "Alkaline_Phosphatase_Level": 50.30257345, + "Alanine_Aminotransferase_Level": 35.02459969, + "Aspartate_Aminotransferase_Level": 48.29683084, + "Creatinine_Level": 1.111621244, + "LDH_Level": 135.74567, + "Calcium_Level": 8.761711372, + "Phosphorus_Level": 2.584269027, + "Glucose_Level": 80.79354723, + "Potassium_Level": 3.922375585, + "Sodium_Level": 138.9854954, + "Smoking_Pack_Years": 54.43374121 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.27881643, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.68844834, + "White_Blood_Cell_Count": 3.507850361, + "Platelet_Count": 295.7689093, + "Albumin_Level": 4.9681377, + "Alkaline_Phosphatase_Level": 77.17384121, + "Alanine_Aminotransferase_Level": 12.09611614, + "Aspartate_Aminotransferase_Level": 11.97859949, + "Creatinine_Level": 0.720721537, + "LDH_Level": 184.5863023, + "Calcium_Level": 9.698018919, + "Phosphorus_Level": 2.828242474, + "Glucose_Level": 117.5696064, + "Potassium_Level": 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"Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.468446, + "White_Blood_Cell_Count": 4.414948837, + "Platelet_Count": 271.4011302, + "Albumin_Level": 3.219285476, + "Alkaline_Phosphatase_Level": 85.20131404, + "Alanine_Aminotransferase_Level": 37.50989661, + "Aspartate_Aminotransferase_Level": 25.48838761, + "Creatinine_Level": 0.764126056, + "LDH_Level": 188.8388167, + "Calcium_Level": 9.319826014, + "Phosphorus_Level": 4.993415895, + "Glucose_Level": 135.655739, + "Potassium_Level": 4.182263679, + "Sodium_Level": 142.9266808, + "Smoking_Pack_Years": 55.32367836 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.73384195, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.26748997, + "White_Blood_Cell_Count": 6.510977358, + "Platelet_Count": 236.4379672, + "Albumin_Level": 4.215430699, + "Alkaline_Phosphatase_Level": 67.25065113, + "Alanine_Aminotransferase_Level": 10.83965796, + "Aspartate_Aminotransferase_Level": 13.29555798, + "Creatinine_Level": 0.866433495, + "LDH_Level": 234.6520793, + "Calcium_Level": 9.386511705, + "Phosphorus_Level": 4.997910698, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.19743268, + "White_Blood_Cell_Count": 8.437004677, + "Platelet_Count": 333.6368588, + "Albumin_Level": 4.814444404, + "Alkaline_Phosphatase_Level": 39.08642414, + "Alanine_Aminotransferase_Level": 10.62701298, + "Aspartate_Aminotransferase_Level": 17.4194521, + "Creatinine_Level": 0.790739171, + "LDH_Level": 191.0737574, + "Calcium_Level": 8.265037543, + "Phosphorus_Level": 4.277469149, + "Glucose_Level": 82.22390632, + "Potassium_Level": 3.708365825, + "Sodium_Level": 141.3859475, + "Smoking_Pack_Years": 83.64051148 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.1418764, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.20767731, + "White_Blood_Cell_Count": 7.908521566, + "Platelet_Count": 408.310547, + "Albumin_Level": 4.365642403, + "Alkaline_Phosphatase_Level": 93.93100887, + "Alanine_Aminotransferase_Level": 39.99439682, + "Aspartate_Aminotransferase_Level": 23.74681714, + "Creatinine_Level": 1.125234577, + "LDH_Level": 222.3647815, + "Calcium_Level": 8.597056838, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.1746176, + "White_Blood_Cell_Count": 4.196198858, + "Platelet_Count": 400.1068167, + "Albumin_Level": 4.165446159, + "Alkaline_Phosphatase_Level": 49.49734289, + "Alanine_Aminotransferase_Level": 10.05921393, + "Aspartate_Aminotransferase_Level": 22.63076361, + "Creatinine_Level": 1.055620386, + "LDH_Level": 206.5697128, + "Calcium_Level": 8.218372845, + "Phosphorus_Level": 4.840520135, + "Glucose_Level": 95.23920626, + "Potassium_Level": 4.586496504, + "Sodium_Level": 144.4872954, + "Smoking_Pack_Years": 46.7032826 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.26307127, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.06182899, + "White_Blood_Cell_Count": 5.763361615, + "Platelet_Count": 211.6323052, + "Albumin_Level": 4.048799418, + "Alkaline_Phosphatase_Level": 114.0502309, + "Alanine_Aminotransferase_Level": 14.32597146, + "Aspartate_Aminotransferase_Level": 13.03064631, + "Creatinine_Level": 0.591050062, + "LDH_Level": 100.1720805, + "Calcium_Level": 8.10715187, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.39163489, + "White_Blood_Cell_Count": 9.908611501, + "Platelet_Count": 259.7977824, + "Albumin_Level": 4.994027814, + "Alkaline_Phosphatase_Level": 82.64077117, + "Alanine_Aminotransferase_Level": 22.74826746, + "Aspartate_Aminotransferase_Level": 30.91972391, + "Creatinine_Level": 1.063632981, + "LDH_Level": 135.5366735, + "Calcium_Level": 10.31149337, + "Phosphorus_Level": 4.440676011, + "Glucose_Level": 89.40259295, + "Potassium_Level": 3.829414156, + "Sodium_Level": 140.7435075, + "Smoking_Pack_Years": 97.80107392 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.85482181, + "White_Blood_Cell_Count": 8.544135376, + "Platelet_Count": 278.1301603, + "Albumin_Level": 4.752921054, + "Alkaline_Phosphatase_Level": 104.4052571, + "Alanine_Aminotransferase_Level": 36.58517092, + "Aspartate_Aminotransferase_Level": 23.81141841, + "Creatinine_Level": 0.664003734, + "LDH_Level": 191.8414394, + "Calcium_Level": 9.186637776, + "Phosphorus_Level": 3.08115241, + "Glucose_Level": 126.5949584, + "Potassium_Level": 3.55086862, + "Sodium_Level": 142.2631682, + "Smoking_Pack_Years": 68.32545391 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.50781375, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.64504017, + "White_Blood_Cell_Count": 5.003216091, + "Platelet_Count": 355.090626, + "Albumin_Level": 4.768138135, + "Alkaline_Phosphatase_Level": 106.5536157, + "Alanine_Aminotransferase_Level": 25.25211088, + "Aspartate_Aminotransferase_Level": 44.56644824, + "Creatinine_Level": 1.097564822, + "LDH_Level": 234.0908326, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.29635544, + "White_Blood_Cell_Count": 7.495333359, + "Platelet_Count": 378.9360944, + "Albumin_Level": 4.225195734, + "Alkaline_Phosphatase_Level": 53.24275864, + "Alanine_Aminotransferase_Level": 35.19144905, + "Aspartate_Aminotransferase_Level": 37.21775721, + "Creatinine_Level": 0.974022251, + "LDH_Level": 235.0755876, + "Calcium_Level": 8.414097167, + "Phosphorus_Level": 2.912799268, + "Glucose_Level": 124.0577472, + "Potassium_Level": 4.74131741, + "Sodium_Level": 143.5535635, + "Smoking_Pack_Years": 15.64655929 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.61298776, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "African 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28.43023166 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.07726647, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.64362536, + "White_Blood_Cell_Count": 5.848376444, + "Platelet_Count": 154.9412197, + "Albumin_Level": 4.214024062, + "Alkaline_Phosphatase_Level": 117.8233809, + "Alanine_Aminotransferase_Level": 15.82655009, + "Aspartate_Aminotransferase_Level": 39.97179752, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.72028372, + "White_Blood_Cell_Count": 6.546838363, + "Platelet_Count": 311.5495504, + "Albumin_Level": 3.018951128, + "Alkaline_Phosphatase_Level": 117.2091457, + "Alanine_Aminotransferase_Level": 37.70200249, + "Aspartate_Aminotransferase_Level": 21.81333909, + "Creatinine_Level": 1.23620386, + "LDH_Level": 150.6080169, + "Calcium_Level": 10.45149555, + "Phosphorus_Level": 2.688085649, + "Glucose_Level": 142.1032718, + "Potassium_Level": 4.143286897, + "Sodium_Level": 141.6211911, + "Smoking_Pack_Years": 40.87047228 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.2912314, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 47.24259009, + "Creatinine_Level": 0.581401291, + "LDH_Level": 174.3516689, + "Calcium_Level": 9.146869332, + "Phosphorus_Level": 4.676172859, + "Glucose_Level": 145.3106101, + "Potassium_Level": 3.503143316, + "Sodium_Level": 141.1036566, + "Smoking_Pack_Years": 27.38887415 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.32285873, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.61277986, + "White_Blood_Cell_Count": 9.817279854, + "Platelet_Count": 177.9393659, + "Albumin_Level": 3.098918808, + "Alkaline_Phosphatase_Level": 95.1271521, + "Alanine_Aminotransferase_Level": 34.07400368, + "Aspartate_Aminotransferase_Level": 27.34221044, + "Creatinine_Level": 1.00774602, + "LDH_Level": 145.9341406, + "Calcium_Level": 9.893423254, + "Phosphorus_Level": 2.7558281, + "Glucose_Level": 75.88225794, + "Potassium_Level": 4.404991579, + "Sodium_Level": 138.1558952, + "Smoking_Pack_Years": 20.61562002 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.33909836, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.36409257, + "White_Blood_Cell_Count": 5.08525828, + "Platelet_Count": 393.3769678, + "Albumin_Level": 3.922252123, + "Alkaline_Phosphatase_Level": 76.01952155, + "Alanine_Aminotransferase_Level": 20.02273901, + "Aspartate_Aminotransferase_Level": 14.00189877, + "Creatinine_Level": 0.858569053, + "LDH_Level": 153.1003913, + "Calcium_Level": 8.790372982, + "Phosphorus_Level": 4.297967753, + "Glucose_Level": 86.55309649, + "Potassium_Level": 4.077342434, + "Sodium_Level": 138.0187591, + "Smoking_Pack_Years": 56.69375762 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.92495511, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.03416786, + "White_Blood_Cell_Count": 4.153062497, + "Platelet_Count": 172.0150099, + "Albumin_Level": 4.201774607, + "Alkaline_Phosphatase_Level": 92.39593605, + "Alanine_Aminotransferase_Level": 37.02281929, + "Aspartate_Aminotransferase_Level": 12.62249082, + "Creatinine_Level": 1.191945266, + "LDH_Level": 165.4511501, + "Calcium_Level": 9.239201501, + "Phosphorus_Level": 4.497694797, + "Glucose_Level": 75.70100255, + "Potassium_Level": 3.773785174, + "Sodium_Level": 143.9112032, + "Smoking_Pack_Years": 57.4521676 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.32748216, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.53769562, + "White_Blood_Cell_Count": 5.51650449, + "Platelet_Count": 218.6064825, + "Albumin_Level": 4.781264737, + "Alkaline_Phosphatase_Level": 77.94597125, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.24680609, + "White_Blood_Cell_Count": 8.363016496, + "Platelet_Count": 380.6102678, + "Albumin_Level": 3.824235527, + "Alkaline_Phosphatase_Level": 76.79729506, + "Alanine_Aminotransferase_Level": 8.81351181, + "Aspartate_Aminotransferase_Level": 43.36066004, + "Creatinine_Level": 0.956686339, + "LDH_Level": 181.6164478, + "Calcium_Level": 8.250357284, + "Phosphorus_Level": 3.934999206, + "Glucose_Level": 149.3664627, + "Potassium_Level": 3.911775126, + "Sodium_Level": 136.4218903, + "Smoking_Pack_Years": 94.82674839 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.68886841, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.84710074, + "White_Blood_Cell_Count": 8.58034293, + "Platelet_Count": 246.7785917, + "Albumin_Level": 3.345865713, + "Alkaline_Phosphatase_Level": 84.19430979, + "Alanine_Aminotransferase_Level": 6.215693243, + "Aspartate_Aminotransferase_Level": 45.54937732, + "Creatinine_Level": 0.842813129, + "LDH_Level": 186.5289983, + "Calcium_Level": 8.429695534, + "Phosphorus_Level": 4.955456451, + "Glucose_Level": 113.2332466, + "Potassium_Level": 4.883718094, + "Sodium_Level": 135.4275419, + "Smoking_Pack_Years": 21.92377221 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.83135859, + "White_Blood_Cell_Count": 5.723822687, + "Platelet_Count": 170.5673075, + "Albumin_Level": 3.875843748, + "Alkaline_Phosphatase_Level": 108.7809414, + "Alanine_Aminotransferase_Level": 17.41253804, + "Aspartate_Aminotransferase_Level": 32.10464972, + "Creatinine_Level": 0.985347184, + "LDH_Level": 196.6125731, + "Calcium_Level": 9.253900898, + "Phosphorus_Level": 3.293765266, + "Glucose_Level": 109.4438649, + "Potassium_Level": 3.592798705, + "Sodium_Level": 143.8630404, + "Smoking_Pack_Years": 32.75916769 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.24490474, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.32709445, + "White_Blood_Cell_Count": 4.424288421, + "Platelet_Count": 372.9935691, + "Albumin_Level": 3.604055152, + "Alkaline_Phosphatase_Level": 65.79474565, + "Alanine_Aminotransferase_Level": 23.31535343, + "Aspartate_Aminotransferase_Level": 35.96698083, + "Creatinine_Level": 1.17076196, + "LDH_Level": 232.1916576, + "Calcium_Level": 10.1852516, + "Phosphorus_Level": 3.817108972, + "Glucose_Level": 78.27963558, + "Potassium_Level": 4.474820179, + "Sodium_Level": 135.7491256, + "Smoking_Pack_Years": 53.48997432 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.37707089, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.19454298, + "White_Blood_Cell_Count": 9.66083091, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.57592308, + "White_Blood_Cell_Count": 7.221382548, + "Platelet_Count": 219.5482488, + "Albumin_Level": 3.925163855, + "Alkaline_Phosphatase_Level": 108.5111736, + "Alanine_Aminotransferase_Level": 16.44952988, + "Aspartate_Aminotransferase_Level": 17.81510176, + "Creatinine_Level": 1.255702646, + "LDH_Level": 183.783616, + "Calcium_Level": 8.704381481, + "Phosphorus_Level": 2.91485948, + "Glucose_Level": 83.52423299, + "Potassium_Level": 3.858505822, + "Sodium_Level": 141.8968811, + "Smoking_Pack_Years": 72.65538642 + }, + { + "Age": 62, + "Gender": 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246.9939003, + "Calcium_Level": 9.522273953, + "Phosphorus_Level": 4.38507657, + "Glucose_Level": 91.94119627, + "Potassium_Level": 4.230160306, + "Sodium_Level": 143.568553, + "Smoking_Pack_Years": 12.96119445 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.7605353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.77997362, + "White_Blood_Cell_Count": 6.429708294, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.27023524, + "White_Blood_Cell_Count": 5.98492004, + "Platelet_Count": 204.8989951, + "Albumin_Level": 4.501845349, + "Alkaline_Phosphatase_Level": 51.80299341, + "Alanine_Aminotransferase_Level": 11.14487283, + "Aspartate_Aminotransferase_Level": 48.22077408, + "Creatinine_Level": 0.992606786, + "LDH_Level": 157.1227606, + "Calcium_Level": 9.157120291, + "Phosphorus_Level": 3.028254442, + "Glucose_Level": 106.574333, + "Potassium_Level": 3.612654004, + "Sodium_Level": 144.1670541, + "Smoking_Pack_Years": 20.00077055 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.14798695, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.41111112, + "White_Blood_Cell_Count": 7.887456481, + "Platelet_Count": 189.26075, + "Albumin_Level": 3.040215223, + "Alkaline_Phosphatase_Level": 35.44653122, + "Alanine_Aminotransferase_Level": 27.43436342, + "Aspartate_Aminotransferase_Level": 20.22327845, + "Creatinine_Level": 0.773098749, + "LDH_Level": 240.4506098, + "Calcium_Level": 9.611657928, + "Phosphorus_Level": 2.883047774, + "Glucose_Level": 95.22689716, + "Potassium_Level": 4.602461323, + "Sodium_Level": 135.9551281, + "Smoking_Pack_Years": 85.25426682 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.38256109, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.74076793, + "White_Blood_Cell_Count": 7.605540794, + "Platelet_Count": 180.0479408, + "Albumin_Level": 4.900533655, + "Alkaline_Phosphatase_Level": 66.05447484, + "Alanine_Aminotransferase_Level": 9.773496442, + "Aspartate_Aminotransferase_Level": 45.39741798, + "Creatinine_Level": 0.929784185, + "LDH_Level": 146.582897, + "Calcium_Level": 9.586157087, + "Phosphorus_Level": 4.410787581, + "Glucose_Level": 83.49319565, + "Potassium_Level": 4.287987384, + "Sodium_Level": 138.5523487, + "Smoking_Pack_Years": 33.35978102 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.65480525, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.99738813, + "White_Blood_Cell_Count": 5.869132139, + "Platelet_Count": 259.1298373, + "Albumin_Level": 4.090777909, + "Alkaline_Phosphatase_Level": 33.60299686, + "Alanine_Aminotransferase_Level": 14.37161661, + "Aspartate_Aminotransferase_Level": 11.6711119, + "Creatinine_Level": 1.354508471, + "LDH_Level": 204.3113413, + "Calcium_Level": 9.337058534, + "Phosphorus_Level": 4.351133353, + "Glucose_Level": 86.39928733, + "Potassium_Level": 3.850592713, + "Sodium_Level": 141.0443849, + "Smoking_Pack_Years": 78.71773007 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.59544819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.99066051, + "White_Blood_Cell_Count": 7.105213287, + "Platelet_Count": 430.4016467, + "Albumin_Level": 3.432372602, + "Alkaline_Phosphatase_Level": 113.934923, + "Alanine_Aminotransferase_Level": 35.4162477, + "Aspartate_Aminotransferase_Level": 10.19074123, + "Creatinine_Level": 1.186158113, + "LDH_Level": 135.9779931, + "Calcium_Level": 8.721828519, + "Phosphorus_Level": 4.746335051, + "Glucose_Level": 74.15464863, + "Potassium_Level": 4.162363172, + "Sodium_Level": 142.2690434, + "Smoking_Pack_Years": 5.224813479 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.27127975, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 101, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.574724, + "White_Blood_Cell_Count": 7.81834606, + "Platelet_Count": 441.8207229, + "Albumin_Level": 3.067716413, + "Alkaline_Phosphatase_Level": 57.12694915, + "Alanine_Aminotransferase_Level": 11.30157577, + "Aspartate_Aminotransferase_Level": 30.76115238, + "Creatinine_Level": 0.74725574, + "LDH_Level": 119.6540214, + "Calcium_Level": 8.277344183, + "Phosphorus_Level": 4.296432935, + "Glucose_Level": 110.2894792, + "Potassium_Level": 4.348645766, + "Sodium_Level": 143.7540112, + "Smoking_Pack_Years": 41.88447253 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.19289014, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.22690724, + "White_Blood_Cell_Count": 8.005491092, + "Platelet_Count": 359.0758259, + "Albumin_Level": 3.696791224, + "Alkaline_Phosphatase_Level": 93.11883992, + "Alanine_Aminotransferase_Level": 17.96681884, + "Aspartate_Aminotransferase_Level": 21.94611844, + "Creatinine_Level": 0.72616806, + "LDH_Level": 191.1395052, + "Calcium_Level": 9.235666684, + "Phosphorus_Level": 4.213573312, + "Glucose_Level": 127.4855609, + "Potassium_Level": 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19.89827265, + "Aspartate_Aminotransferase_Level": 18.1132179, + "Creatinine_Level": 0.975433297, + "LDH_Level": 152.5192558, + "Calcium_Level": 8.175148006, + "Phosphorus_Level": 3.782938281, + "Glucose_Level": 79.95684636, + "Potassium_Level": 4.717271154, + "Sodium_Level": 135.2669846, + "Smoking_Pack_Years": 79.34863319 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.73946605, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 79, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.69110878, + "White_Blood_Cell_Count": 8.061332944, + "Platelet_Count": 393.6350559, + "Albumin_Level": 3.976603107, + "Alkaline_Phosphatase_Level": 41.84014367, + "Alanine_Aminotransferase_Level": 35.97256715, + "Aspartate_Aminotransferase_Level": 18.35679688, + "Creatinine_Level": 0.659460974, + "LDH_Level": 221.7924554, + "Calcium_Level": 10.35895274, + "Phosphorus_Level": 3.938916399, + "Glucose_Level": 101.285365, + "Potassium_Level": 3.704298065, + "Sodium_Level": 137.4979253, + "Smoking_Pack_Years": 17.30595695 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.87261127, + "Tumor_Location": 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"Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.18593505, + "White_Blood_Cell_Count": 6.041787861, + "Platelet_Count": 354.130359, + "Albumin_Level": 3.474563417, + "Alkaline_Phosphatase_Level": 82.29655144, + "Alanine_Aminotransferase_Level": 37.14991016, + "Aspartate_Aminotransferase_Level": 19.9461157, + "Creatinine_Level": 1.107908905, + "LDH_Level": 165.7241549, + "Calcium_Level": 8.084897176, + "Phosphorus_Level": 4.166480081, + "Glucose_Level": 79.3492893, + "Potassium_Level": 3.581749437, + "Sodium_Level": 142.616564, + "Smoking_Pack_Years": 75.93347111 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.52873194, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.17564758, + "White_Blood_Cell_Count": 8.110039651, + "Platelet_Count": 226.7097273, + "Albumin_Level": 3.013007838, + "Alkaline_Phosphatase_Level": 37.93634003, + "Alanine_Aminotransferase_Level": 15.56280262, + "Aspartate_Aminotransferase_Level": 31.32071318, + "Creatinine_Level": 0.781427636, + "LDH_Level": 139.234502, + "Calcium_Level": 9.505572245, + "Phosphorus_Level": 3.335259185, + "Glucose_Level": 146.8976394, + "Potassium_Level": 4.289645846, + "Sodium_Level": 140.6716682, + "Smoking_Pack_Years": 48.00226637 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 90.11702419, + "Alanine_Aminotransferase_Level": 9.927030242, + "Aspartate_Aminotransferase_Level": 10.56674853, + "Creatinine_Level": 1.243770825, + "LDH_Level": 162.9341389, + "Calcium_Level": 9.668391961, + "Phosphorus_Level": 4.234470835, + "Glucose_Level": 86.53537611, + "Potassium_Level": 4.179949179, + "Sodium_Level": 138.1303198, + "Smoking_Pack_Years": 88.52022295 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.78080708, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.41803431, + "White_Blood_Cell_Count": 8.871295904, + "Platelet_Count": 333.0540298, + "Albumin_Level": 4.257399879, + "Alkaline_Phosphatase_Level": 105.3281126, + "Alanine_Aminotransferase_Level": 35.23061863, + "Aspartate_Aminotransferase_Level": 36.86066903, + "Creatinine_Level": 0.528879945, + "LDH_Level": 135.3484482, + "Calcium_Level": 8.042350016, + "Phosphorus_Level": 3.288938799, + "Glucose_Level": 91.65169965, + "Potassium_Level": 4.567586332, + "Sodium_Level": 138.1222441, + "Smoking_Pack_Years": 85.57845064 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.02483106, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.0409595, + "White_Blood_Cell_Count": 4.601436646, + "Platelet_Count": 151.4386727, + "Albumin_Level": 4.150882888, + "Alkaline_Phosphatase_Level": 59.63876273, + "Alanine_Aminotransferase_Level": 33.8811654, + "Aspartate_Aminotransferase_Level": 39.06414777, + "Creatinine_Level": 1.289228996, + "LDH_Level": 174.4060109, + "Calcium_Level": 9.862679302, + "Phosphorus_Level": 3.451799433, + "Glucose_Level": 104.0284046, + "Potassium_Level": 4.725233928, + "Sodium_Level": 139.7522212, + "Smoking_Pack_Years": 42.80765109 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.87919605, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.65865724, + "White_Blood_Cell_Count": 6.270980852, + "Platelet_Count": 428.3107284, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.0558952, + "White_Blood_Cell_Count": 5.695765789, + "Platelet_Count": 284.5875774, + "Albumin_Level": 3.262533826, + "Alkaline_Phosphatase_Level": 118.2553435, + "Alanine_Aminotransferase_Level": 32.52958795, + "Aspartate_Aminotransferase_Level": 27.39325276, + "Creatinine_Level": 0.879665731, + "LDH_Level": 144.9821167, + "Calcium_Level": 8.212310802, + "Phosphorus_Level": 2.988519862, + "Glucose_Level": 71.02030491, + "Potassium_Level": 4.74542091, + "Sodium_Level": 143.6603304, + "Smoking_Pack_Years": 47.13801963 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.74654222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.87144555, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.8981984, + "White_Blood_Cell_Count": 7.984878727, + "Platelet_Count": 339.4385446, + "Albumin_Level": 4.94360093, + "Alkaline_Phosphatase_Level": 68.35061823, + "Alanine_Aminotransferase_Level": 12.83490782, + "Aspartate_Aminotransferase_Level": 41.07078975, + "Creatinine_Level": 0.888361818, + "LDH_Level": 168.0930071, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.19706979, + "White_Blood_Cell_Count": 7.926370154, + "Platelet_Count": 286.8416468, + "Albumin_Level": 4.701965109, + "Alkaline_Phosphatase_Level": 59.34262097, + "Alanine_Aminotransferase_Level": 32.14682774, + "Aspartate_Aminotransferase_Level": 18.06761895, + "Creatinine_Level": 1.362139739, + "LDH_Level": 168.229144, + "Calcium_Level": 10.21362528, + "Phosphorus_Level": 3.467058673, + "Glucose_Level": 86.51357851, + "Potassium_Level": 3.967122971, + "Sodium_Level": 141.7747518, + "Smoking_Pack_Years": 96.73139994 + }, + { + "Age": 49, + "Gender": 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220.0978536, + "Calcium_Level": 10.11254672, + "Phosphorus_Level": 3.172593798, + "Glucose_Level": 123.2283883, + "Potassium_Level": 4.312925382, + "Sodium_Level": 142.8363903, + "Smoking_Pack_Years": 81.79533421 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.21635413, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.90635233, + "White_Blood_Cell_Count": 7.797324971, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.2395473, + "White_Blood_Cell_Count": 4.505692036, + "Platelet_Count": 399.5152747, + "Albumin_Level": 3.273974842, + "Alkaline_Phosphatase_Level": 112.8690314, + "Alanine_Aminotransferase_Level": 30.2398462, + "Aspartate_Aminotransferase_Level": 15.76452582, + "Creatinine_Level": 1.162181202, + "LDH_Level": 147.5054892, + "Calcium_Level": 10.32247455, + "Phosphorus_Level": 4.625707517, + "Glucose_Level": 93.69049947, + "Potassium_Level": 4.642535121, + "Sodium_Level": 135.0106949, + "Smoking_Pack_Years": 7.739137446 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.72139548, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.32409, + "White_Blood_Cell_Count": 4.295134894, + "Platelet_Count": 416.5153964, + "Albumin_Level": 4.438875912, + "Alkaline_Phosphatase_Level": 101.2767377, + "Alanine_Aminotransferase_Level": 11.56951364, + "Aspartate_Aminotransferase_Level": 33.9205412, + "Creatinine_Level": 1.296209306, + "LDH_Level": 133.6955603, + "Calcium_Level": 10.35466691, + "Phosphorus_Level": 3.109035062, + "Glucose_Level": 101.4651879, + "Potassium_Level": 3.721104659, + "Sodium_Level": 138.0387369, + "Smoking_Pack_Years": 22.73025958 + }, + { + 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0.802218719, + "LDH_Level": 228.5763885, + "Calcium_Level": 9.044922512, + "Phosphorus_Level": 3.457978143, + "Glucose_Level": 96.15119542, + "Potassium_Level": 4.422785129, + "Sodium_Level": 143.7703375, + "Smoking_Pack_Years": 63.73574878 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.14532558, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.9546331, + "White_Blood_Cell_Count": 6.590320811, + "Platelet_Count": 435.4954843, + "Albumin_Level": 4.054804886, + "Alkaline_Phosphatase_Level": 39.25091115, + "Alanine_Aminotransferase_Level": 7.823224465, + "Aspartate_Aminotransferase_Level": 30.16981801, + "Creatinine_Level": 1.096784571, + "LDH_Level": 208.5876525, + "Calcium_Level": 9.290489989, + "Phosphorus_Level": 3.099389422, + "Glucose_Level": 143.3981802, + "Potassium_Level": 3.682052881, + "Sodium_Level": 143.8684577, + "Smoking_Pack_Years": 1.301596423 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.16463236, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.64386718, + "White_Blood_Cell_Count": 8.639480462, + "Platelet_Count": 274.3536491, + "Albumin_Level": 3.235463547, + "Alkaline_Phosphatase_Level": 51.04790828, + "Alanine_Aminotransferase_Level": 18.0818078, + "Aspartate_Aminotransferase_Level": 23.18057101, + "Creatinine_Level": 0.948844356, + "LDH_Level": 198.7140026, + "Calcium_Level": 8.309902419, + "Phosphorus_Level": 2.759479328, + "Glucose_Level": 147.407595, + "Potassium_Level": 4.721530757, + "Sodium_Level": 143.5069526, + "Smoking_Pack_Years": 21.25679645 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.5899839, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.10778784, + "White_Blood_Cell_Count": 4.867269766, + "Platelet_Count": 221.8623093, + "Albumin_Level": 3.887070454, + "Alkaline_Phosphatase_Level": 78.5586777, + "Alanine_Aminotransferase_Level": 28.66697951, + "Aspartate_Aminotransferase_Level": 27.41725043, + "Creatinine_Level": 1.413901884, + "LDH_Level": 183.109011, + "Calcium_Level": 10.24605133, + "Phosphorus_Level": 4.414980501, + "Glucose_Level": 76.37640178, + "Potassium_Level": 4.370308714, + "Sodium_Level": 144.0479209, + "Smoking_Pack_Years": 79.01278175 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.5786147, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.17453796, + "White_Blood_Cell_Count": 4.516870931, + "Platelet_Count": 342.3297637, + "Albumin_Level": 3.601828389, + "Alkaline_Phosphatase_Level": 70.97728375, + "Alanine_Aminotransferase_Level": 30.15585035, + "Aspartate_Aminotransferase_Level": 40.38259712, + "Creatinine_Level": 0.637887096, + "LDH_Level": 190.952709, + "Calcium_Level": 8.964081506, + "Phosphorus_Level": 2.850194688, + "Glucose_Level": 86.38626906, + "Potassium_Level": 4.241994625, + "Sodium_Level": 138.3584274, + "Smoking_Pack_Years": 14.39539207 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.97851563, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.05953105, + "White_Blood_Cell_Count": 8.779822795, + "Platelet_Count": 407.1964378, + "Albumin_Level": 4.717202547, + "Alkaline_Phosphatase_Level": 106.3324832, + "Alanine_Aminotransferase_Level": 19.27642705, + "Aspartate_Aminotransferase_Level": 32.75561517, + "Creatinine_Level": 1.386265206, + "LDH_Level": 238.6794789, + "Calcium_Level": 10.37285646, + "Phosphorus_Level": 3.092312731, + "Glucose_Level": 138.1235569, + "Potassium_Level": 4.797389242, + "Sodium_Level": 136.9398725, + "Smoking_Pack_Years": 99.90796923 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.62068702, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.40597202, + "White_Blood_Cell_Count": 7.279678646, + "Platelet_Count": 427.3455066, + "Albumin_Level": 3.098264854, + "Alkaline_Phosphatase_Level": 69.23319261, + "Alanine_Aminotransferase_Level": 17.64618549, + "Aspartate_Aminotransferase_Level": 39.74426641, + "Creatinine_Level": 0.862315828, + "LDH_Level": 230.8570971, + "Calcium_Level": 8.435092484, + "Phosphorus_Level": 3.184477312, + "Glucose_Level": 74.82881354, + "Potassium_Level": 4.282584628, + "Sodium_Level": 143.1227604, + "Smoking_Pack_Years": 34.81462644 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.16532122, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.62582205, + "White_Blood_Cell_Count": 7.635180233, + "Platelet_Count": 440.2123588, + "Albumin_Level": 3.815863971, + "Alkaline_Phosphatase_Level": 73.0422555, + "Alanine_Aminotransferase_Level": 10.38498846, + "Aspartate_Aminotransferase_Level": 11.84437224, + "Creatinine_Level": 0.715480396, + "LDH_Level": 244.6832935, + "Calcium_Level": 9.809716867, + "Phosphorus_Level": 4.482727393, + "Glucose_Level": 85.54896816, + "Potassium_Level": 3.520476392, + "Sodium_Level": 142.8553421, + "Smoking_Pack_Years": 59.90073908 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.78156989, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.12441973, + "White_Blood_Cell_Count": 5.880075781, + "Platelet_Count": 205.0701588, + "Albumin_Level": 3.577800963, + "Alkaline_Phosphatase_Level": 91.47571756, + "Alanine_Aminotransferase_Level": 21.50036906, + "Aspartate_Aminotransferase_Level": 15.61498395, + "Creatinine_Level": 1.257845984, + "LDH_Level": 239.3894383, + "Calcium_Level": 10.44095809, + "Phosphorus_Level": 3.448775061, + "Glucose_Level": 132.6931795, + "Potassium_Level": 3.980495067, + "Sodium_Level": 136.6792651, + "Smoking_Pack_Years": 83.75254093 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.11447512, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.44458121, + "White_Blood_Cell_Count": 9.721757245, + "Platelet_Count": 288.4440672, + "Albumin_Level": 4.818751259, + "Alkaline_Phosphatase_Level": 76.5144859, + "Alanine_Aminotransferase_Level": 5.384735279, + "Aspartate_Aminotransferase_Level": 45.98303866, + "Creatinine_Level": 0.91089828, + "LDH_Level": 241.2790959, + "Calcium_Level": 10.20336105, + "Phosphorus_Level": 2.876996392, + "Glucose_Level": 73.99343173, + "Potassium_Level": 4.525745233, + "Sodium_Level": 141.1769647, + "Smoking_Pack_Years": 92.96566281 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.18077189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.15627146, + "White_Blood_Cell_Count": 5.07926698, + "Platelet_Count": 239.7950866, + "Albumin_Level": 3.385936842, + "Alkaline_Phosphatase_Level": 107.4088131, + "Alanine_Aminotransferase_Level": 29.4341314, + "Aspartate_Aminotransferase_Level": 47.02206357, + "Creatinine_Level": 0.704314019, + "LDH_Level": 119.2112762, + "Calcium_Level": 10.40606088, + "Phosphorus_Level": 4.513414811, + "Glucose_Level": 124.1287954, + "Potassium_Level": 3.908177607, + "Sodium_Level": 143.9057981, + "Smoking_Pack_Years": 64.9652863 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.80996738, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.37718871, + "White_Blood_Cell_Count": 7.32667005, + "Platelet_Count": 416.0552825, + "Albumin_Level": 4.282442793, + "Alkaline_Phosphatase_Level": 46.54940667, + "Alanine_Aminotransferase_Level": 28.23486453, + "Aspartate_Aminotransferase_Level": 36.95541671, + "Creatinine_Level": 0.934498686, + "LDH_Level": 186.8251335, + "Calcium_Level": 9.659183795, + "Phosphorus_Level": 4.486176317, + "Glucose_Level": 100.9130494, + "Potassium_Level": 4.148458164, + "Sodium_Level": 139.9888387, + "Smoking_Pack_Years": 70.42774135 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.38897523, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.22908949, + "White_Blood_Cell_Count": 7.357195328, + "Platelet_Count": 415.2847379, + "Albumin_Level": 3.147636953, + "Alkaline_Phosphatase_Level": 39.67386373, + "Alanine_Aminotransferase_Level": 16.19940033, + "Aspartate_Aminotransferase_Level": 11.79310921, + "Creatinine_Level": 1.240230013, + "LDH_Level": 136.6771335, + "Calcium_Level": 9.206921934, + "Phosphorus_Level": 4.395711811, + "Glucose_Level": 142.0614094, + "Potassium_Level": 3.700049562, + "Sodium_Level": 141.196382, + "Smoking_Pack_Years": 78.29309068 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.3436136, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.04582564, + "White_Blood_Cell_Count": 3.987728662, + "Platelet_Count": 199.8280172, + "Albumin_Level": 4.747094306, + "Alkaline_Phosphatase_Level": 98.96360007, + "Alanine_Aminotransferase_Level": 29.235893, + "Aspartate_Aminotransferase_Level": 43.76200192, + "Creatinine_Level": 1.312513955, + "LDH_Level": 119.0292658, + "Calcium_Level": 10.15264111, + "Phosphorus_Level": 2.858993489, + "Glucose_Level": 105.1071154, + "Potassium_Level": 3.559301071, + "Sodium_Level": 135.5556728, + "Smoking_Pack_Years": 4.930749678 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.67750242, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.70733671, + "White_Blood_Cell_Count": 4.952440602, + "Platelet_Count": 258.9391262, + "Albumin_Level": 3.264149926, + "Alkaline_Phosphatase_Level": 75.90439054, + "Alanine_Aminotransferase_Level": 9.441477132, + "Aspartate_Aminotransferase_Level": 25.94842069, + "Creatinine_Level": 0.660074019, + "LDH_Level": 173.5205849, + "Calcium_Level": 10.33927825, + "Phosphorus_Level": 4.435898883, + "Glucose_Level": 100.7156902, + "Potassium_Level": 4.671144531, + "Sodium_Level": 140.0370926, + "Smoking_Pack_Years": 79.05186132 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.9571587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.72764765, + "White_Blood_Cell_Count": 4.387149807, + "Platelet_Count": 278.4304256, + "Albumin_Level": 4.198667924, + "Alkaline_Phosphatase_Level": 105.4394494, + "Alanine_Aminotransferase_Level": 6.251964629, + "Aspartate_Aminotransferase_Level": 25.55061358, + "Creatinine_Level": 1.229400747, + "LDH_Level": 149.3999781, + "Calcium_Level": 8.367655987, + "Phosphorus_Level": 3.943960293, + "Glucose_Level": 106.1405673, + "Potassium_Level": 3.780298243, + "Sodium_Level": 142.9690691, + "Smoking_Pack_Years": 5.117642872 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.97938535, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.16059782, + "White_Blood_Cell_Count": 7.253136777, + "Platelet_Count": 200.0471279, + "Albumin_Level": 3.643736911, + "Alkaline_Phosphatase_Level": 98.26209879, + "Alanine_Aminotransferase_Level": 35.01718319, + "Aspartate_Aminotransferase_Level": 49.64152113, + "Creatinine_Level": 1.293021842, + "LDH_Level": 240.7073803, + "Calcium_Level": 8.768177284, + "Phosphorus_Level": 4.999840072, + "Glucose_Level": 106.3215497, + "Potassium_Level": 3.651608588, + "Sodium_Level": 136.7242996, + "Smoking_Pack_Years": 73.29226599 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.49296689, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.01645218, + "White_Blood_Cell_Count": 8.735945579, + "Platelet_Count": 448.8276899, + "Albumin_Level": 3.722015676, + "Alkaline_Phosphatase_Level": 61.87255122, + "Alanine_Aminotransferase_Level": 31.37352797, + "Aspartate_Aminotransferase_Level": 46.95388396, + "Creatinine_Level": 1.401462472, + "LDH_Level": 245.668749, + "Calcium_Level": 10.28560647, + "Phosphorus_Level": 4.013490411, + "Glucose_Level": 126.3050933, + "Potassium_Level": 3.703904219, + "Sodium_Level": 144.3254241, + "Smoking_Pack_Years": 48.14206394 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.94301207, + "Tumor_Location": 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72.43503173, + "Potassium_Level": 4.233295362, + "Sodium_Level": 139.8633953, + "Smoking_Pack_Years": 65.91063627 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.57683546, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.24495743, + "White_Blood_Cell_Count": 7.423579838, + "Platelet_Count": 241.6337289, + "Albumin_Level": 3.60254431, + "Alkaline_Phosphatase_Level": 61.02271796, + "Alanine_Aminotransferase_Level": 18.6054885, + "Aspartate_Aminotransferase_Level": 16.8796541, + "Creatinine_Level": 0.58865807, + "LDH_Level": 103.928576, + "Calcium_Level": 9.65714884, + "Phosphorus_Level": 3.925426963, + "Glucose_Level": 139.3196773, + "Potassium_Level": 3.592190775, + "Sodium_Level": 135.4537722, + "Smoking_Pack_Years": 53.23981088 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.65251074, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.11305076, + "White_Blood_Cell_Count": 4.812146619, + "Platelet_Count": 363.5908598, + "Albumin_Level": 3.723793667, + "Alkaline_Phosphatase_Level": 74.86206819, + "Alanine_Aminotransferase_Level": 38.67493374, + "Aspartate_Aminotransferase_Level": 29.8193842, + "Creatinine_Level": 0.551320863, + "LDH_Level": 139.5356568, + "Calcium_Level": 10.35409075, + "Phosphorus_Level": 3.086403121, + "Glucose_Level": 134.2408305, + "Potassium_Level": 3.692970572, + "Sodium_Level": 143.9543785, + "Smoking_Pack_Years": 95.44360637 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.50350618, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.38090992, + "White_Blood_Cell_Count": 4.842106224, + "Platelet_Count": 372.9236597, + "Albumin_Level": 4.244773973, + "Alkaline_Phosphatase_Level": 64.30606257, + "Alanine_Aminotransferase_Level": 21.65625357, + "Aspartate_Aminotransferase_Level": 36.69285298, + "Creatinine_Level": 1.367124093, + "LDH_Level": 133.223319, + "Calcium_Level": 10.23482726, + "Phosphorus_Level": 3.737334972, + "Glucose_Level": 80.17212239, + "Potassium_Level": 4.107899486, + "Sodium_Level": 141.6023209, + "Smoking_Pack_Years": 72.04212125 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.6124812, + "Tumor_Location": 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136, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.13996218, + "White_Blood_Cell_Count": 8.92225645, + "Platelet_Count": 224.4494623, + "Albumin_Level": 3.426133316, + "Alkaline_Phosphatase_Level": 36.42258445, + "Alanine_Aminotransferase_Level": 22.13836812, + "Aspartate_Aminotransferase_Level": 15.67494511, + "Creatinine_Level": 1.200545779, + "LDH_Level": 191.4429904, + "Calcium_Level": 8.98816044, + "Phosphorus_Level": 3.00285665, + "Glucose_Level": 116.2194237, + "Potassium_Level": 3.971776813, + "Sodium_Level": 143.5588386, + "Smoking_Pack_Years": 98.78877091 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.62054303, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.23979664, + "White_Blood_Cell_Count": 4.922230684, + "Platelet_Count": 223.7087439, + "Albumin_Level": 3.566668021, + "Alkaline_Phosphatase_Level": 85.47357929, + "Alanine_Aminotransferase_Level": 8.479001462, + "Aspartate_Aminotransferase_Level": 43.9204479, + "Creatinine_Level": 0.88232939, + "LDH_Level": 227.8084469, + "Calcium_Level": 9.24807085, + "Phosphorus_Level": 4.228037659, + "Glucose_Level": 97.77008339, + "Potassium_Level": 3.615426395, + "Sodium_Level": 136.6243611, + "Smoking_Pack_Years": 14.92241405 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.37782389, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.32748622, + "White_Blood_Cell_Count": 6.541513445, + "Platelet_Count": 189.2433501, + "Albumin_Level": 3.185972052, + "Alkaline_Phosphatase_Level": 111.2871002, + "Alanine_Aminotransferase_Level": 35.05862748, + "Aspartate_Aminotransferase_Level": 17.05020678, + "Creatinine_Level": 0.559433651, + "LDH_Level": 243.1507041, + "Calcium_Level": 8.895050127, + "Phosphorus_Level": 2.547693759, + "Glucose_Level": 146.6628754, + "Potassium_Level": 4.809705707, + "Sodium_Level": 141.1600613, + "Smoking_Pack_Years": 56.05279311 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.17034317, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.90702584, + "White_Blood_Cell_Count": 9.101761962, + "Platelet_Count": 251.5898283, + "Albumin_Level": 3.772972594, + "Alkaline_Phosphatase_Level": 94.4518396, + "Alanine_Aminotransferase_Level": 25.57088448, + "Aspartate_Aminotransferase_Level": 13.34266768, + "Creatinine_Level": 0.634269053, + "LDH_Level": 111.4427094, + "Calcium_Level": 8.758102045, + "Phosphorus_Level": 3.623355687, + "Glucose_Level": 139.5696945, + "Potassium_Level": 3.666023244, + "Sodium_Level": 143.1263055, + "Smoking_Pack_Years": 78.13743535 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.70225442, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.9098825, + "White_Blood_Cell_Count": 9.202573547, + "Platelet_Count": 185.0989234, + "Albumin_Level": 4.472623408, + "Alkaline_Phosphatase_Level": 70.29499903, + 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77.66436688, + "Alanine_Aminotransferase_Level": 8.646379173, + "Aspartate_Aminotransferase_Level": 16.77157215, + "Creatinine_Level": 1.040029105, + "LDH_Level": 122.0126676, + "Calcium_Level": 8.386158748, + "Phosphorus_Level": 2.742427562, + "Glucose_Level": 98.56074062, + "Potassium_Level": 4.350022447, + "Sodium_Level": 135.6017372, + "Smoking_Pack_Years": 99.79744957 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.03358854, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.28934156, + "White_Blood_Cell_Count": 5.884523839, + "Platelet_Count": 221.6073448, + "Albumin_Level": 3.524698415, + "Alkaline_Phosphatase_Level": 65.84101612, + "Alanine_Aminotransferase_Level": 26.99311704, + "Aspartate_Aminotransferase_Level": 36.98400862, + "Creatinine_Level": 1.093422245, + "LDH_Level": 144.9258994, + "Calcium_Level": 8.236766985, + "Phosphorus_Level": 2.51079696, + "Glucose_Level": 143.7896734, + "Potassium_Level": 3.869640962, + "Sodium_Level": 135.8118291, + "Smoking_Pack_Years": 8.174732564 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.5932995, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.66205394, + "White_Blood_Cell_Count": 8.592048448, + "Platelet_Count": 154.2743439, + "Albumin_Level": 3.40342842, + "Alkaline_Phosphatase_Level": 50.28757759, + "Alanine_Aminotransferase_Level": 30.1598879, + "Aspartate_Aminotransferase_Level": 21.3203628, + "Creatinine_Level": 0.727393099, + "LDH_Level": 193.8363088, + "Calcium_Level": 9.566649626, + "Phosphorus_Level": 3.371613381, + "Glucose_Level": 142.3296634, + "Potassium_Level": 3.563459616, + "Sodium_Level": 142.4108427, + "Smoking_Pack_Years": 77.58113093 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.07000629, + "White_Blood_Cell_Count": 7.422142183, + "Platelet_Count": 201.4611718, + "Albumin_Level": 4.896234313, + "Alkaline_Phosphatase_Level": 85.63299494, + "Alanine_Aminotransferase_Level": 35.48932312, + "Aspartate_Aminotransferase_Level": 41.98007939, + "Creatinine_Level": 0.558849352, + "LDH_Level": 101.7564447, + "Calcium_Level": 8.983001254, + "Phosphorus_Level": 3.197732944, + "Glucose_Level": 139.7488651, + "Potassium_Level": 3.816080067, + "Sodium_Level": 141.1376328, + "Smoking_Pack_Years": 94.45647736 + }, + { + "Age": 38, + "Gender": "Male", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.9712981, + "White_Blood_Cell_Count": 7.067750239, + "Platelet_Count": 351.5278274, + "Albumin_Level": 3.141671789, + "Alkaline_Phosphatase_Level": 100.8984972, + "Alanine_Aminotransferase_Level": 35.27666272, + "Aspartate_Aminotransferase_Level": 21.39006455, + "Creatinine_Level": 1.346700612, + "LDH_Level": 156.0474908, + "Calcium_Level": 9.16234651, + "Phosphorus_Level": 3.171151701, + "Glucose_Level": 76.6339785, + "Potassium_Level": 3.568931122, + "Sodium_Level": 141.161354, + "Smoking_Pack_Years": 47.36691564 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.64862944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.55095343, + "White_Blood_Cell_Count": 4.40901155, + "Platelet_Count": 236.5361228, + "Albumin_Level": 3.61307658, + "Alkaline_Phosphatase_Level": 40.36827328, + "Alanine_Aminotransferase_Level": 34.01249811, + "Aspartate_Aminotransferase_Level": 20.42841587, + "Creatinine_Level": 1.217871189, + 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106.016586, + "Calcium_Level": 8.337944733, + "Phosphorus_Level": 4.1788298, + "Glucose_Level": 74.62666938, + "Potassium_Level": 3.549727569, + "Sodium_Level": 141.1389644, + "Smoking_Pack_Years": 56.67954556 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.83316108, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.86840058, + "White_Blood_Cell_Count": 5.207537678, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.39399131, + "White_Blood_Cell_Count": 9.081043913, + "Platelet_Count": 421.7999778, + "Albumin_Level": 3.334428787, + "Alkaline_Phosphatase_Level": 110.9475293, + "Alanine_Aminotransferase_Level": 28.49190684, + "Aspartate_Aminotransferase_Level": 20.67902798, + "Creatinine_Level": 0.908840956, + "LDH_Level": 205.7083466, + "Calcium_Level": 8.968812096, + "Phosphorus_Level": 2.750152956, + "Glucose_Level": 137.7436332, + "Potassium_Level": 4.788909596, + "Sodium_Level": 139.5416993, + "Smoking_Pack_Years": 49.29381191 + }, + { + "Age": 40, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.57096498, + "White_Blood_Cell_Count": 6.409433237, + "Platelet_Count": 354.2289628, + "Albumin_Level": 4.135961675, + "Alkaline_Phosphatase_Level": 67.64105133, + "Alanine_Aminotransferase_Level": 28.25995192, + "Aspartate_Aminotransferase_Level": 26.58354088, + "Creatinine_Level": 0.884679341, + "LDH_Level": 153.156264, + "Calcium_Level": 8.52419715, + "Phosphorus_Level": 3.259139154, + "Glucose_Level": 141.11925, + "Potassium_Level": 4.112138691, + "Sodium_Level": 138.1770208, + "Smoking_Pack_Years": 54.22833442 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.00652467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.27371771, + "White_Blood_Cell_Count": 8.488058922, + "Platelet_Count": 419.3609375, + "Albumin_Level": 3.714877355, + "Alkaline_Phosphatase_Level": 71.46168326, + "Alanine_Aminotransferase_Level": 21.37822063, + "Aspartate_Aminotransferase_Level": 15.36135121, + "Creatinine_Level": 0.537820517, + "LDH_Level": 228.8525865, + "Calcium_Level": 8.941082492, + "Phosphorus_Level": 2.500268507, + "Glucose_Level": 86.60844996, + "Potassium_Level": 4.270326089, + "Sodium_Level": 141.4412272, + "Smoking_Pack_Years": 45.38129003 + }, + { 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1.190211039, + "LDH_Level": 155.7835948, + "Calcium_Level": 8.201840408, + "Phosphorus_Level": 3.784945085, + "Glucose_Level": 117.1729871, + "Potassium_Level": 3.834360643, + "Sodium_Level": 141.2382624, + "Smoking_Pack_Years": 45.65291228 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.98006418, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.68533636, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.62772903, + "White_Blood_Cell_Count": 3.623157523, + "Platelet_Count": 289.362239, + "Albumin_Level": 4.746684265, + "Alkaline_Phosphatase_Level": 48.51621591, + "Alanine_Aminotransferase_Level": 34.63167358, + "Aspartate_Aminotransferase_Level": 20.50222807, + "Creatinine_Level": 1.185208009, + "LDH_Level": 124.4728939, + "Calcium_Level": 9.839274308, + "Phosphorus_Level": 4.045238147, + "Glucose_Level": 80.51018885, + "Potassium_Level": 3.662528661, + "Sodium_Level": 139.3979782, + "Smoking_Pack_Years": 71.07338583 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.18428636, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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142.0259271, + "Smoking_Pack_Years": 79.80024215 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.31249463, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.25446641, + "White_Blood_Cell_Count": 5.839767382, + "Platelet_Count": 333.6797954, + "Albumin_Level": 4.584745468, + "Alkaline_Phosphatase_Level": 115.3075277, + "Alanine_Aminotransferase_Level": 30.26124805, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.28103599, + "White_Blood_Cell_Count": 5.063918019, + "Platelet_Count": 242.6795089, + "Albumin_Level": 3.6798991, + "Alkaline_Phosphatase_Level": 83.14224844, + "Alanine_Aminotransferase_Level": 20.88864656, + "Aspartate_Aminotransferase_Level": 40.05791582, + "Creatinine_Level": 0.803030387, + "LDH_Level": 173.8883377, + "Calcium_Level": 10.35142713, + "Phosphorus_Level": 3.732336395, + "Glucose_Level": 85.63431943, + "Potassium_Level": 4.981398722, + "Sodium_Level": 135.984122, + "Smoking_Pack_Years": 80.62870592 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.23046701, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Alanine_Aminotransferase_Level": 33.43150522, + "Aspartate_Aminotransferase_Level": 36.37293288, + "Creatinine_Level": 1.080684316, + "LDH_Level": 118.6785715, + "Calcium_Level": 10.17668355, + "Phosphorus_Level": 4.218356617, + "Glucose_Level": 100.0873826, + "Potassium_Level": 4.358765589, + "Sodium_Level": 136.3150783, + "Smoking_Pack_Years": 64.19120205 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.32583201, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.70757523, + "White_Blood_Cell_Count": 4.286730687, + "Platelet_Count": 211.0812746, + "Albumin_Level": 3.681625164, + "Alkaline_Phosphatase_Level": 100.6911377, + "Alanine_Aminotransferase_Level": 16.73154085, + "Aspartate_Aminotransferase_Level": 39.69237161, + "Creatinine_Level": 0.521026931, + "LDH_Level": 102.9093132, + "Calcium_Level": 10.43807257, + "Phosphorus_Level": 4.107411438, + "Glucose_Level": 124.4594006, + "Potassium_Level": 3.670216884, + "Sodium_Level": 143.8004231, + "Smoking_Pack_Years": 44.26824127 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.03601056, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.32699913, + "White_Blood_Cell_Count": 7.854827975, + "Platelet_Count": 312.3370905, + "Albumin_Level": 4.405429382, + "Alkaline_Phosphatase_Level": 57.79090631, + "Alanine_Aminotransferase_Level": 6.749929925, + "Aspartate_Aminotransferase_Level": 30.03672828, + "Creatinine_Level": 0.798053783, + "LDH_Level": 195.1802823, + "Calcium_Level": 10.32286149, + "Phosphorus_Level": 3.661319945, + "Glucose_Level": 91.97007369, + "Potassium_Level": 3.974800534, + "Sodium_Level": 141.4860184, + "Smoking_Pack_Years": 30.73811969 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.06326622, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.21323609, + "White_Blood_Cell_Count": 9.978471714, + "Platelet_Count": 422.3560153, + "Albumin_Level": 3.178312057, + "Alkaline_Phosphatase_Level": 108.1553998, + "Alanine_Aminotransferase_Level": 33.2390613, + "Aspartate_Aminotransferase_Level": 18.84415396, + "Creatinine_Level": 0.83637371, + "LDH_Level": 181.5579533, + "Calcium_Level": 8.722700741, + "Phosphorus_Level": 3.904553005, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.36124641, + "White_Blood_Cell_Count": 3.721462921, + "Platelet_Count": 212.1563416, + "Albumin_Level": 4.152847543, + "Alkaline_Phosphatase_Level": 33.50565112, + "Alanine_Aminotransferase_Level": 9.889618313, + "Aspartate_Aminotransferase_Level": 15.48295712, + "Creatinine_Level": 0.527843111, + "LDH_Level": 136.9398386, + "Calcium_Level": 9.280392719, + "Phosphorus_Level": 3.552023066, + "Glucose_Level": 111.1936752, + "Potassium_Level": 4.12750692, + "Sodium_Level": 136.5667433, + "Smoking_Pack_Years": 98.53026012 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.40393141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.55594648, + "White_Blood_Cell_Count": 7.116340064, + "Platelet_Count": 350.867789, + "Albumin_Level": 3.282419049, + "Alkaline_Phosphatase_Level": 118.1306933, + "Alanine_Aminotransferase_Level": 11.39123116, + "Aspartate_Aminotransferase_Level": 49.50731118, + "Creatinine_Level": 1.344908016, + "LDH_Level": 196.619409, + "Calcium_Level": 8.17897235, + 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"Tumor_Size_mm": 76.943634, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.19273557, + "White_Blood_Cell_Count": 6.851284621, + "Platelet_Count": 365.6614889, + "Albumin_Level": 3.762101374, + "Alkaline_Phosphatase_Level": 67.68150845, + "Alanine_Aminotransferase_Level": 20.76685735, + "Aspartate_Aminotransferase_Level": 38.25706656, + "Creatinine_Level": 0.815521208, + "LDH_Level": 191.581888, + "Calcium_Level": 8.836417231, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.09461638, + "White_Blood_Cell_Count": 3.669667512, + "Platelet_Count": 282.0443037, + "Albumin_Level": 4.796196681, + "Alkaline_Phosphatase_Level": 90.46893577, + "Alanine_Aminotransferase_Level": 14.05242274, + "Aspartate_Aminotransferase_Level": 47.98742255, + "Creatinine_Level": 0.533017583, + "LDH_Level": 213.4672192, + "Calcium_Level": 9.688074348, + "Phosphorus_Level": 3.731848643, + "Glucose_Level": 70.69259945, + "Potassium_Level": 4.857837693, + "Sodium_Level": 136.6448414, + "Smoking_Pack_Years": 54.67271131 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.18446404, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.42764395, + "White_Blood_Cell_Count": 6.227090085, + "Platelet_Count": 189.3983925, + "Albumin_Level": 3.926454316, + "Alkaline_Phosphatase_Level": 116.6866786, + "Alanine_Aminotransferase_Level": 38.82942677, + "Aspartate_Aminotransferase_Level": 31.81130787, + "Creatinine_Level": 1.084672045, + "LDH_Level": 200.7198709, + "Calcium_Level": 8.222916583, + "Phosphorus_Level": 4.670565174, + "Glucose_Level": 78.97137229, + "Potassium_Level": 4.117533769, + "Sodium_Level": 142.7659435, + "Smoking_Pack_Years": 16.49751838 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.61897579, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.11701096, + "White_Blood_Cell_Count": 5.288240233, + "Platelet_Count": 414.2950013, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.45864009, + "White_Blood_Cell_Count": 7.467765174, + "Platelet_Count": 188.8564866, + "Albumin_Level": 4.655005753, + "Alkaline_Phosphatase_Level": 51.32840878, + "Alanine_Aminotransferase_Level": 30.10714363, + "Aspartate_Aminotransferase_Level": 17.86554086, + "Creatinine_Level": 0.820279808, + "LDH_Level": 126.9367106, + "Calcium_Level": 8.960573249, + "Phosphorus_Level": 4.779164041, + "Glucose_Level": 77.14237654, + "Potassium_Level": 4.880824854, + "Sodium_Level": 137.5373662, + "Smoking_Pack_Years": 29.76517243 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.4144228, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.12597341, + "White_Blood_Cell_Count": 6.078694075, + "Platelet_Count": 263.9538917, + "Albumin_Level": 4.651942887, + "Alkaline_Phosphatase_Level": 66.41451376, + "Alanine_Aminotransferase_Level": 23.61106291, + "Aspartate_Aminotransferase_Level": 20.36708248, + "Creatinine_Level": 0.919354823, + "LDH_Level": 195.7538537, + "Calcium_Level": 9.266826183, + "Phosphorus_Level": 4.616024775, + "Glucose_Level": 98.7601198, + "Potassium_Level": 4.463418383, + "Sodium_Level": 141.1432336, + "Smoking_Pack_Years": 7.404027421 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.01708408, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.7469716, + "White_Blood_Cell_Count": 9.740362779, + "Platelet_Count": 424.1478982, + "Albumin_Level": 3.169908439, + "Alkaline_Phosphatase_Level": 64.96152647, + "Alanine_Aminotransferase_Level": 22.72754878, + "Aspartate_Aminotransferase_Level": 14.35114507, + "Creatinine_Level": 0.501110398, + "LDH_Level": 207.7416509, + "Calcium_Level": 8.493172121, + "Phosphorus_Level": 3.191092387, + "Glucose_Level": 108.4045216, + "Potassium_Level": 4.908777498, + "Sodium_Level": 140.3562644, + "Smoking_Pack_Years": 94.29193021 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.95171468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.51626318, + "White_Blood_Cell_Count": 6.332407753, + "Platelet_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.38165259, + "White_Blood_Cell_Count": 9.10114464, + "Platelet_Count": 223.3982834, + "Albumin_Level": 3.240090911, + "Alkaline_Phosphatase_Level": 52.81416822, + "Alanine_Aminotransferase_Level": 26.33191279, + "Aspartate_Aminotransferase_Level": 16.73835598, + "Creatinine_Level": 0.696493028, + "LDH_Level": 247.8314133, + "Calcium_Level": 10.46960882, + "Phosphorus_Level": 2.702780928, + "Glucose_Level": 88.81943225, + "Potassium_Level": 4.977201143, + "Sodium_Level": 142.7510727, + "Smoking_Pack_Years": 1.285100131 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.1716058, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.78024747, + "White_Blood_Cell_Count": 4.986332898, + "Platelet_Count": 254.5376868, + "Albumin_Level": 4.794077739, + "Alkaline_Phosphatase_Level": 69.87847847, + "Alanine_Aminotransferase_Level": 36.5004536, + "Aspartate_Aminotransferase_Level": 24.03150134, + "Creatinine_Level": 1.198624563, + "LDH_Level": 249.4330825, + "Calcium_Level": 8.104336544, + "Phosphorus_Level": 4.132796693, + "Glucose_Level": 131.322039, + "Potassium_Level": 4.097537387, + "Sodium_Level": 140.4789937, + "Smoking_Pack_Years": 88.1850161 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"Creatinine_Level": 0.622482183, + "LDH_Level": 162.4743937, + "Calcium_Level": 8.363729202, + "Phosphorus_Level": 2.747071378, + "Glucose_Level": 143.431506, + "Potassium_Level": 3.869776915, + "Sodium_Level": 140.2026214, + "Smoking_Pack_Years": 1.344631164 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.49859757, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.38369685, + "White_Blood_Cell_Count": 9.53465648, + "Platelet_Count": 429.9479288, + "Albumin_Level": 4.14732393, + "Alkaline_Phosphatase_Level": 54.93600707, + "Alanine_Aminotransferase_Level": 39.70489464, + "Aspartate_Aminotransferase_Level": 21.99158661, + "Creatinine_Level": 1.444345721, + "LDH_Level": 148.2616283, + "Calcium_Level": 8.382714689, + "Phosphorus_Level": 4.563491508, + "Glucose_Level": 91.95498681, + "Potassium_Level": 4.757266915, + "Sodium_Level": 138.8610103, + "Smoking_Pack_Years": 50.6934924 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.7030403, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 42.37231003, + "Creatinine_Level": 1.473102318, + "LDH_Level": 108.7150499, + "Calcium_Level": 9.736204754, + "Phosphorus_Level": 3.118173968, + "Glucose_Level": 75.22558441, + "Potassium_Level": 4.351734587, + "Sodium_Level": 143.2298385, + "Smoking_Pack_Years": 2.678363438 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.42342751, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.92887162, + "White_Blood_Cell_Count": 5.515530415, + "Platelet_Count": 348.8563774, + "Albumin_Level": 4.909397955, + "Alkaline_Phosphatase_Level": 77.25976125, + "Alanine_Aminotransferase_Level": 8.791552068, + "Aspartate_Aminotransferase_Level": 32.64293083, + "Creatinine_Level": 0.665329212, + "LDH_Level": 147.6907295, + "Calcium_Level": 8.331970196, + "Phosphorus_Level": 3.50205447, + "Glucose_Level": 120.299244, + "Potassium_Level": 3.587643254, + "Sodium_Level": 142.3006287, + "Smoking_Pack_Years": 62.77265345 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.46776597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.77033231, + "White_Blood_Cell_Count": 4.169706817, + "Platelet_Count": 397.8091235, + "Albumin_Level": 4.518977856, + "Alkaline_Phosphatase_Level": 64.18610139, + "Alanine_Aminotransferase_Level": 35.3167765, + "Aspartate_Aminotransferase_Level": 42.18782124, + "Creatinine_Level": 0.715120382, + "LDH_Level": 123.5760093, + "Calcium_Level": 9.100347164, + "Phosphorus_Level": 2.980073388, + "Glucose_Level": 120.4908431, + "Potassium_Level": 4.731040295, + "Sodium_Level": 139.1265235, + "Smoking_Pack_Years": 51.02474926 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.59628794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.61479962, + "White_Blood_Cell_Count": 3.501788778, + "Platelet_Count": 191.4175483, + "Albumin_Level": 4.064998799, + "Alkaline_Phosphatase_Level": 112.3051623, + "Alanine_Aminotransferase_Level": 18.23716233, + "Aspartate_Aminotransferase_Level": 42.0577814, + "Creatinine_Level": 0.718482011, + "LDH_Level": 162.4826511, + "Calcium_Level": 9.510138047, + "Phosphorus_Level": 4.041234718, + "Glucose_Level": 108.6420348, + "Potassium_Level": 4.260484645, + "Sodium_Level": 141.2745174, + "Smoking_Pack_Years": 80.7915026 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.3875692, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 85, + 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"Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.87494461, + "White_Blood_Cell_Count": 7.165377984, + "Platelet_Count": 225.7060894, + "Albumin_Level": 4.031911345, + "Alkaline_Phosphatase_Level": 81.8023477, + "Alanine_Aminotransferase_Level": 14.49022389, + "Aspartate_Aminotransferase_Level": 41.0189874, + "Creatinine_Level": 0.775333141, + "LDH_Level": 146.6386059, + "Calcium_Level": 9.937182383, + "Phosphorus_Level": 3.1327588, + "Glucose_Level": 109.0835912, + "Potassium_Level": 4.541724273, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.69921367, + "White_Blood_Cell_Count": 9.050996723, + "Platelet_Count": 307.3652415, + "Albumin_Level": 4.886449742, + "Alkaline_Phosphatase_Level": 95.51322031, + "Alanine_Aminotransferase_Level": 27.36186433, + "Aspartate_Aminotransferase_Level": 17.5789767, + "Creatinine_Level": 0.721108646, + "LDH_Level": 207.5429637, + "Calcium_Level": 10.36343963, + "Phosphorus_Level": 3.951645663, + "Glucose_Level": 135.4675561, + "Potassium_Level": 4.810800057, + "Sodium_Level": 136.0339291, + "Smoking_Pack_Years": 90.1017096 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.26548702, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.34443378, + "White_Blood_Cell_Count": 3.744314438, + "Platelet_Count": 354.5276697, + "Albumin_Level": 3.587571853, + "Alkaline_Phosphatase_Level": 53.24583299, + "Alanine_Aminotransferase_Level": 16.13028654, + "Aspartate_Aminotransferase_Level": 14.87289259, + "Creatinine_Level": 1.033216712, + "LDH_Level": 143.508259, + "Calcium_Level": 9.167718383, + "Phosphorus_Level": 2.631941344, + "Glucose_Level": 89.81692227, + "Potassium_Level": 4.154684101, + "Sodium_Level": 136.2121139, + "Smoking_Pack_Years": 38.26395355 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.8320232, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.21329436, + "White_Blood_Cell_Count": 7.766225589, + "Platelet_Count": 266.435989, + "Albumin_Level": 3.629588438, + "Alkaline_Phosphatase_Level": 76.60187271, + "Alanine_Aminotransferase_Level": 15.78008077, + "Aspartate_Aminotransferase_Level": 25.9893785, + "Creatinine_Level": 0.888309646, + "LDH_Level": 109.705844, + "Calcium_Level": 8.883312015, + "Phosphorus_Level": 2.781171891, + "Glucose_Level": 147.7458648, + "Potassium_Level": 4.712461681, + "Sodium_Level": 137.7768038, + "Smoking_Pack_Years": 25.48768867 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.6850718, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 6.834577372, + "Aspartate_Aminotransferase_Level": 36.45048207, + "Creatinine_Level": 0.939788724, + "LDH_Level": 157.3803821, + "Calcium_Level": 8.4185404, + "Phosphorus_Level": 4.107665176, + "Glucose_Level": 116.9514192, + "Potassium_Level": 4.629325894, + "Sodium_Level": 135.6800653, + "Smoking_Pack_Years": 40.31764626 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.72981667, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.966691, + "White_Blood_Cell_Count": 7.924377973, + "Platelet_Count": 380.9357735, + "Albumin_Level": 3.192293061, + "Alkaline_Phosphatase_Level": 43.40383718, + "Alanine_Aminotransferase_Level": 36.10688517, + "Aspartate_Aminotransferase_Level": 40.92017293, + "Creatinine_Level": 0.642973334, + "LDH_Level": 138.0707738, + "Calcium_Level": 10.08960506, + "Phosphorus_Level": 2.852302074, + "Glucose_Level": 71.17430445, + "Potassium_Level": 3.947578168, + "Sodium_Level": 141.0153107, + "Smoking_Pack_Years": 11.53096214 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.18319136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.84672397, + "White_Blood_Cell_Count": 6.048826903, + "Platelet_Count": 301.1367803, + "Albumin_Level": 3.242058949, + "Alkaline_Phosphatase_Level": 81.45904767, + "Alanine_Aminotransferase_Level": 8.287277545, + "Aspartate_Aminotransferase_Level": 11.01903173, + "Creatinine_Level": 0.959574021, + "LDH_Level": 127.1735235, + "Calcium_Level": 10.04971684, + "Phosphorus_Level": 2.914838297, + "Glucose_Level": 145.3386379, + "Potassium_Level": 4.398038254, + "Sodium_Level": 136.7393652, + "Smoking_Pack_Years": 62.24496773 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.5521751, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.22292608, + "White_Blood_Cell_Count": 8.646959725, + "Platelet_Count": 245.0891109, + "Albumin_Level": 4.543283959, + "Alkaline_Phosphatase_Level": 64.02753954, + "Alanine_Aminotransferase_Level": 17.0559772, + "Aspartate_Aminotransferase_Level": 38.91820459, + "Creatinine_Level": 1.223190916, + "LDH_Level": 147.6805147, + "Calcium_Level": 8.109625008, + "Phosphorus_Level": 4.548524574, + "Glucose_Level": 128.7313722, + "Potassium_Level": 4.453847287, + "Sodium_Level": 144.8288975, + "Smoking_Pack_Years": 16.29487764 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.28962621, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.55218643, + "White_Blood_Cell_Count": 4.959906563, + "Platelet_Count": 298.263553, + "Albumin_Level": 4.438692402, + "Alkaline_Phosphatase_Level": 88.01614086, + "Alanine_Aminotransferase_Level": 38.90853698, + "Aspartate_Aminotransferase_Level": 11.95932468, + "Creatinine_Level": 1.328439988, + "LDH_Level": 133.1748983, + "Calcium_Level": 9.354304036, + "Phosphorus_Level": 4.601950816, + "Glucose_Level": 139.2742199, + "Potassium_Level": 4.303128716, + "Sodium_Level": 135.7002312, + "Smoking_Pack_Years": 7.980360503 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.19237361, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.22903705, + "White_Blood_Cell_Count": 9.66269761, + "Platelet_Count": 308.0661185, + "Albumin_Level": 4.815393381, + "Alkaline_Phosphatase_Level": 111.1378562, + "Alanine_Aminotransferase_Level": 20.42514044, + "Aspartate_Aminotransferase_Level": 35.3882661, + "Creatinine_Level": 0.913368707, + "LDH_Level": 220.866135, + "Calcium_Level": 8.11824957, + "Phosphorus_Level": 2.973382575, + "Glucose_Level": 149.8515405, + "Potassium_Level": 4.371736298, + "Sodium_Level": 141.9016411, + "Smoking_Pack_Years": 14.55858861 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.62184295, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.97945225, + "White_Blood_Cell_Count": 7.138399153, + "Platelet_Count": 289.1334144, + "Albumin_Level": 3.111051123, + "Alkaline_Phosphatase_Level": 70.84945859, + "Alanine_Aminotransferase_Level": 35.42791373, + "Aspartate_Aminotransferase_Level": 28.13755351, + "Creatinine_Level": 1.244587076, + "LDH_Level": 176.3255132, + "Calcium_Level": 9.383587366, + "Phosphorus_Level": 4.676295434, + "Glucose_Level": 76.88958557, + "Potassium_Level": 4.314874958, + "Sodium_Level": 139.5691061, + "Smoking_Pack_Years": 46.74056815 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.76215981, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.00174977, + "White_Blood_Cell_Count": 6.032322325, + "Platelet_Count": 392.7775783, + "Albumin_Level": 4.599063583, + "Alkaline_Phosphatase_Level": 99.69703838, + "Alanine_Aminotransferase_Level": 8.071128397, + "Aspartate_Aminotransferase_Level": 38.11697614, + "Creatinine_Level": 0.792404366, + "LDH_Level": 199.9489047, + "Calcium_Level": 8.734537076, + "Phosphorus_Level": 2.915582899, + "Glucose_Level": 130.8868626, + "Potassium_Level": 4.810104422, + "Sodium_Level": 138.5381266, + "Smoking_Pack_Years": 87.29323057 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.20932772, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.63384127, + "White_Blood_Cell_Count": 8.198264, + "Platelet_Count": 425.051626, + "Albumin_Level": 4.128957648, + "Alkaline_Phosphatase_Level": 32.20436012, + "Alanine_Aminotransferase_Level": 31.07570651, + "Aspartate_Aminotransferase_Level": 27.47674021, + "Creatinine_Level": 1.284957586, + "LDH_Level": 142.8823008, + "Calcium_Level": 9.487729763, + "Phosphorus_Level": 4.682331751, + "Glucose_Level": 88.02933556, + "Potassium_Level": 4.833012843, + "Sodium_Level": 135.171836, + "Smoking_Pack_Years": 36.51045326 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.35427032, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.8203792, + "White_Blood_Cell_Count": 7.271351629, + "Platelet_Count": 205.0905196, + "Albumin_Level": 3.268891822, + "Alkaline_Phosphatase_Level": 32.91388912, + "Alanine_Aminotransferase_Level": 7.172620107, + "Aspartate_Aminotransferase_Level": 21.13165673, + "Creatinine_Level": 0.530694544, + "LDH_Level": 248.720352, + "Calcium_Level": 8.975029492, + "Phosphorus_Level": 4.903343511, + "Glucose_Level": 88.61936355, + "Potassium_Level": 4.624486294, + "Sodium_Level": 139.1051225, + "Smoking_Pack_Years": 40.95206826 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.9618459, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.04721848, + "White_Blood_Cell_Count": 5.934037283, + "Platelet_Count": 243.1546319, + "Albumin_Level": 4.677446664, + "Alkaline_Phosphatase_Level": 63.90086219, + "Alanine_Aminotransferase_Level": 25.80389459, + "Aspartate_Aminotransferase_Level": 33.39551645, + "Creatinine_Level": 0.827035611, + "LDH_Level": 146.2810367, + "Calcium_Level": 9.261533267, + "Phosphorus_Level": 4.961121356, + "Glucose_Level": 107.644699, + "Potassium_Level": 3.867433602, + "Sodium_Level": 143.7748575, + "Smoking_Pack_Years": 86.10386462 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.96907952, + "Tumor_Location": 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"Glucose_Level": 82.62792468, + "Potassium_Level": 4.082813057, + "Sodium_Level": 136.6976041, + "Smoking_Pack_Years": 42.85470643 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.60721858, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.20872182, + "White_Blood_Cell_Count": 3.530068665, + "Platelet_Count": 198.9663713, + "Albumin_Level": 3.63423558, + "Alkaline_Phosphatase_Level": 36.8846128, + "Alanine_Aminotransferase_Level": 24.86091589, + "Aspartate_Aminotransferase_Level": 31.5944406, + "Creatinine_Level": 1.134865026, + "LDH_Level": 225.3687608, + "Calcium_Level": 10.24575036, + "Phosphorus_Level": 3.753357743, + "Glucose_Level": 142.0566288, + "Potassium_Level": 4.325495657, + "Sodium_Level": 136.4804864, + "Smoking_Pack_Years": 67.4491668 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.67874731, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Never Smoked", + "Tumor_Size_mm": 67.69567368, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.16213563, + "White_Blood_Cell_Count": 5.201506177, + "Platelet_Count": 162.9046763, + "Albumin_Level": 4.630698932, + "Alkaline_Phosphatase_Level": 98.23065415, + "Alanine_Aminotransferase_Level": 9.596297709, + "Aspartate_Aminotransferase_Level": 49.32761641, + "Creatinine_Level": 0.910937449, + "LDH_Level": 198.0098315, + "Calcium_Level": 9.809960912, + "Phosphorus_Level": 4.717509798, + "Glucose_Level": 99.88835453, + "Potassium_Level": 3.960756941, + "Sodium_Level": 142.7250516, + "Smoking_Pack_Years": 95.9943153 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.63879557, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.27954623, + "White_Blood_Cell_Count": 5.191826652, + "Platelet_Count": 342.8665202, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.64898994, + "White_Blood_Cell_Count": 7.424698081, + "Platelet_Count": 387.8413902, + "Albumin_Level": 4.83597311, + "Alkaline_Phosphatase_Level": 84.01889528, + "Alanine_Aminotransferase_Level": 17.1175265, + "Aspartate_Aminotransferase_Level": 42.55015044, + "Creatinine_Level": 0.80264547, + "LDH_Level": 191.1773283, + "Calcium_Level": 9.661448816, + "Phosphorus_Level": 3.946216455, + "Glucose_Level": 142.7148024, + "Potassium_Level": 4.51498463, + "Sodium_Level": 139.8230856, + "Smoking_Pack_Years": 4.765334419 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.50594837, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", 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"Former Smoker", + "Tumor_Size_mm": 10.03562617, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.80666929, + "White_Blood_Cell_Count": 8.130948621, + "Platelet_Count": 322.2247678, + "Albumin_Level": 3.806832363, + "Alkaline_Phosphatase_Level": 102.8968429, + "Alanine_Aminotransferase_Level": 36.96386328, + "Aspartate_Aminotransferase_Level": 22.78690721, + "Creatinine_Level": 0.703955966, + "LDH_Level": 212.261405, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.5060574, + "White_Blood_Cell_Count": 9.985113075, + "Platelet_Count": 202.975663, + "Albumin_Level": 4.142635032, + "Alkaline_Phosphatase_Level": 118.7499846, + "Alanine_Aminotransferase_Level": 38.3050728, + "Aspartate_Aminotransferase_Level": 43.70491556, + "Creatinine_Level": 1.402390047, + "LDH_Level": 239.2079228, + "Calcium_Level": 8.259911106, + "Phosphorus_Level": 3.132156128, + "Glucose_Level": 90.85740371, + "Potassium_Level": 4.434109717, + "Sodium_Level": 141.9639527, + "Smoking_Pack_Years": 51.02268307 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.53712904, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.98499156, + "White_Blood_Cell_Count": 9.186542823, + "Platelet_Count": 202.2593931, + "Albumin_Level": 3.900271756, + "Alkaline_Phosphatase_Level": 78.98653368, + "Alanine_Aminotransferase_Level": 23.95613296, + "Aspartate_Aminotransferase_Level": 45.06788251, + "Creatinine_Level": 1.12425266, + "LDH_Level": 229.6944372, + "Calcium_Level": 10.31474387, + "Phosphorus_Level": 3.530923357, + "Glucose_Level": 76.19426873, + "Potassium_Level": 4.523872872, + "Sodium_Level": 143.6626977, + "Smoking_Pack_Years": 42.65482654 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.15469837, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.07879445, + "White_Blood_Cell_Count": 8.026785979, + "Platelet_Count": 306.7770244, + "Albumin_Level": 4.192322366, + "Alkaline_Phosphatase_Level": 72.08605345, + "Alanine_Aminotransferase_Level": 23.9565267, + "Aspartate_Aminotransferase_Level": 25.36157397, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.9471757, + "White_Blood_Cell_Count": 8.604132332, + "Platelet_Count": 204.9953053, + "Albumin_Level": 3.268479206, + "Alkaline_Phosphatase_Level": 50.87120745, + "Alanine_Aminotransferase_Level": 17.6266858, + "Aspartate_Aminotransferase_Level": 11.57670123, + "Creatinine_Level": 0.58936547, + "LDH_Level": 190.4383148, + "Calcium_Level": 8.45871699, + "Phosphorus_Level": 3.468282812, + "Glucose_Level": 109.7084102, + "Potassium_Level": 4.881543298, + "Sodium_Level": 139.0745213, + "Smoking_Pack_Years": 8.593431088 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.93432935, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 19.66526745, + "Creatinine_Level": 1.069654375, + "LDH_Level": 248.0925116, + "Calcium_Level": 9.284806528, + "Phosphorus_Level": 2.9037969, + "Glucose_Level": 114.2051031, + "Potassium_Level": 4.447246084, + "Sodium_Level": 139.9224367, + "Smoking_Pack_Years": 11.85593405 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.89951376, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 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"Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.44339649, + "White_Blood_Cell_Count": 4.987306316, + "Platelet_Count": 422.4166377, + "Albumin_Level": 4.048937095, + "Alkaline_Phosphatase_Level": 92.12103192, + "Alanine_Aminotransferase_Level": 7.166460173, + "Aspartate_Aminotransferase_Level": 43.70374222, + "Creatinine_Level": 1.224791877, + "LDH_Level": 213.4258712, + "Calcium_Level": 10.39157854, + "Phosphorus_Level": 3.852148852, + "Glucose_Level": 143.0188085, + "Potassium_Level": 4.336045087, + "Sodium_Level": 136.7778017, + "Smoking_Pack_Years": 49.1801526 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.62403033, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.264458, + "White_Blood_Cell_Count": 9.908414119, + "Platelet_Count": 375.3997515, + "Albumin_Level": 4.066260337, + "Alkaline_Phosphatase_Level": 113.6696519, + "Alanine_Aminotransferase_Level": 33.88638263, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.60456672, + "White_Blood_Cell_Count": 3.896749626, + "Platelet_Count": 274.6239004, + "Albumin_Level": 3.372296573, + "Alkaline_Phosphatase_Level": 78.2233883, + "Alanine_Aminotransferase_Level": 38.39553568, + "Aspartate_Aminotransferase_Level": 34.84192551, + "Creatinine_Level": 1.482138773, + "LDH_Level": 161.7341088, + "Calcium_Level": 9.792771875, + "Phosphorus_Level": 3.333519978, + "Glucose_Level": 74.78870364, + "Potassium_Level": 4.881371006, + "Sodium_Level": 139.0613053, + "Smoking_Pack_Years": 8.373924851 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.15699563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.86840044, + "White_Blood_Cell_Count": 4.412285784, + "Platelet_Count": 253.3934586, + "Albumin_Level": 3.469658751, + "Alkaline_Phosphatase_Level": 109.6895058, + "Alanine_Aminotransferase_Level": 36.73707703, + "Aspartate_Aminotransferase_Level": 18.17530836, + "Creatinine_Level": 1.486511874, + "LDH_Level": 138.1108383, + "Calcium_Level": 10.00839417, + "Phosphorus_Level": 4.075101464, + "Glucose_Level": 114.6636529, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.20060022, + "White_Blood_Cell_Count": 4.658263439, + "Platelet_Count": 424.2720149, + "Albumin_Level": 4.00199986, + "Alkaline_Phosphatase_Level": 111.0806608, + "Alanine_Aminotransferase_Level": 25.94166004, + "Aspartate_Aminotransferase_Level": 11.98246126, + "Creatinine_Level": 0.679220938, + "LDH_Level": 111.2093677, + "Calcium_Level": 8.18767059, + "Phosphorus_Level": 2.632763328, + "Glucose_Level": 133.5611318, + "Potassium_Level": 3.981737886, + "Sodium_Level": 139.3607047, + "Smoking_Pack_Years": 3.246926297 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.28210433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.45457928, + "White_Blood_Cell_Count": 5.973436115, + "Platelet_Count": 390.6758394, + "Albumin_Level": 3.018236878, + "Alkaline_Phosphatase_Level": 91.23785749, + "Alanine_Aminotransferase_Level": 38.47787413, + "Aspartate_Aminotransferase_Level": 42.22675129, + "Creatinine_Level": 0.931659157, + "LDH_Level": 181.5214519, + "Calcium_Level": 8.842583123, + "Phosphorus_Level": 3.927452173, + "Glucose_Level": 139.9650325, + "Potassium_Level": 4.8710857, + "Sodium_Level": 144.9033929, + "Smoking_Pack_Years": 35.3764438 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.56366183, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.18033697, + "White_Blood_Cell_Count": 5.113735615, + "Platelet_Count": 377.9519507, + "Albumin_Level": 3.242107814, + "Alkaline_Phosphatase_Level": 92.81327659, + "Alanine_Aminotransferase_Level": 35.8029853, + "Aspartate_Aminotransferase_Level": 16.19102859, + "Creatinine_Level": 0.897645304, + "LDH_Level": 147.5749904, + "Calcium_Level": 8.567022596, + "Phosphorus_Level": 3.4887379, + "Glucose_Level": 149.2473223, + "Potassium_Level": 4.507691426, + "Sodium_Level": 141.6671614, + "Smoking_Pack_Years": 94.65316695 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.44509943, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.92609149, + "White_Blood_Cell_Count": 9.667148796, + "Platelet_Count": 272.8379365, + "Albumin_Level": 4.72492549, + "Alkaline_Phosphatase_Level": 54.47402428, + "Alanine_Aminotransferase_Level": 34.65097228, + "Aspartate_Aminotransferase_Level": 39.39700987, + "Creatinine_Level": 0.738668749, + "LDH_Level": 133.4995581, + "Calcium_Level": 8.028491201, + "Phosphorus_Level": 4.103960305, + "Glucose_Level": 79.34793601, + "Potassium_Level": 4.813105605, + "Sodium_Level": 144.714776, + "Smoking_Pack_Years": 17.63579183 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.22858805, + "Tumor_Location": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.7256528, + "White_Blood_Cell_Count": 6.74906315, + "Platelet_Count": 439.471539, + "Albumin_Level": 4.425229817, + "Alkaline_Phosphatase_Level": 107.0551199, + "Alanine_Aminotransferase_Level": 15.51931345, + "Aspartate_Aminotransferase_Level": 30.22803297, + "Creatinine_Level": 1.147006267, + "LDH_Level": 183.2598316, + "Calcium_Level": 9.575591768, + "Phosphorus_Level": 3.316404759, + "Glucose_Level": 79.93203039, + "Potassium_Level": 4.514921275, + "Sodium_Level": 135.6421005, + "Smoking_Pack_Years": 44.84281788 + }, + { + "Age": 45, + "Gender": "Female", 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238.8411176, + "Calcium_Level": 8.118226097, + "Phosphorus_Level": 3.75452392, + "Glucose_Level": 149.0462329, + "Potassium_Level": 4.385030178, + "Sodium_Level": 143.2173931, + "Smoking_Pack_Years": 71.42632442 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.18334803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.77100437, + "White_Blood_Cell_Count": 4.313298932, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.2790171, + "White_Blood_Cell_Count": 7.443929704, + "Platelet_Count": 313.5994593, + "Albumin_Level": 4.332534131, + "Alkaline_Phosphatase_Level": 44.6315898, + "Alanine_Aminotransferase_Level": 36.91405573, + "Aspartate_Aminotransferase_Level": 40.2976768, + "Creatinine_Level": 0.61768715, + "LDH_Level": 244.2971752, + "Calcium_Level": 10.42124116, + "Phosphorus_Level": 3.926003599, + "Glucose_Level": 147.3206375, + "Potassium_Level": 3.840380214, + "Sodium_Level": 140.7575615, + "Smoking_Pack_Years": 13.93906064 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.34661389, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.17410828, + "White_Blood_Cell_Count": 9.269029259, + "Platelet_Count": 364.7830618, + "Albumin_Level": 3.862005285, + "Alkaline_Phosphatase_Level": 44.35113837, + "Alanine_Aminotransferase_Level": 35.00141226, + "Aspartate_Aminotransferase_Level": 44.95934309, + "Creatinine_Level": 0.696696679, + "LDH_Level": 199.7286346, + "Calcium_Level": 9.371207423, + "Phosphorus_Level": 4.375188058, + "Glucose_Level": 108.7160289, + "Potassium_Level": 3.656923417, + "Sodium_Level": 143.6810866, + "Smoking_Pack_Years": 68.33995865 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.7936039, + "White_Blood_Cell_Count": 8.176878705, + "Platelet_Count": 362.0148655, + "Albumin_Level": 3.769694154, + "Alkaline_Phosphatase_Level": 97.45427681, + "Alanine_Aminotransferase_Level": 20.46631251, + "Aspartate_Aminotransferase_Level": 37.47159828, + "Creatinine_Level": 0.919466667, + "LDH_Level": 183.2050082, + "Calcium_Level": 8.295074894, + "Phosphorus_Level": 2.881161597, + "Glucose_Level": 140.0260967, + "Potassium_Level": 3.662361593, + "Sodium_Level": 137.1488003, + "Smoking_Pack_Years": 17.19270408 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.95763306, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 29.02569393, + "Creatinine_Level": 0.67321434, + "LDH_Level": 102.8790985, + "Calcium_Level": 10.37367872, + "Phosphorus_Level": 2.567102355, + "Glucose_Level": 73.84935595, + "Potassium_Level": 4.231319693, + "Sodium_Level": 140.9613061, + "Smoking_Pack_Years": 47.78649421 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.04617003, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 102, + 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"No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.73034731, + "White_Blood_Cell_Count": 4.344206369, + "Platelet_Count": 368.280759, + "Albumin_Level": 3.582903715, + "Alkaline_Phosphatase_Level": 103.427572, + "Alanine_Aminotransferase_Level": 38.46169774, + "Aspartate_Aminotransferase_Level": 35.5513399, + "Creatinine_Level": 0.5911418, + "LDH_Level": 195.5825047, + "Calcium_Level": 8.011202201, + "Phosphorus_Level": 3.107061099, + "Glucose_Level": 103.1459209, + "Potassium_Level": 4.655875196, + "Sodium_Level": 137.9785465, + "Smoking_Pack_Years": 97.04874438 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.40598069, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.49455951, + "White_Blood_Cell_Count": 5.136263288, + "Platelet_Count": 264.1716271, + "Albumin_Level": 4.196204837, + "Alkaline_Phosphatase_Level": 95.70080039, + "Alanine_Aminotransferase_Level": 26.80639313, + "Aspartate_Aminotransferase_Level": 43.99583946, + "Creatinine_Level": 0.790552691, + "LDH_Level": 240.4523448, + "Calcium_Level": 9.207646403, + "Phosphorus_Level": 4.092613586, + "Glucose_Level": 107.3152899, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.4278993, + "White_Blood_Cell_Count": 5.461847271, + "Platelet_Count": 224.6303689, + "Albumin_Level": 3.078658124, + "Alkaline_Phosphatase_Level": 84.05051323, + "Alanine_Aminotransferase_Level": 34.62708235, + "Aspartate_Aminotransferase_Level": 28.0411534, + "Creatinine_Level": 1.066993757, + "LDH_Level": 204.4372086, + "Calcium_Level": 8.539167963, + "Phosphorus_Level": 3.075511346, + "Glucose_Level": 136.915637, + "Potassium_Level": 4.20406047, + "Sodium_Level": 137.1003949, + "Smoking_Pack_Years": 80.83360446 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.03847153, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.62158366, + "White_Blood_Cell_Count": 4.719463574, + "Platelet_Count": 382.2164258, + "Albumin_Level": 4.586219498, + "Alkaline_Phosphatase_Level": 110.2577976, + "Alanine_Aminotransferase_Level": 16.61751985, + "Aspartate_Aminotransferase_Level": 33.01005797, + "Creatinine_Level": 1.090810656, + "LDH_Level": 197.7125663, + "Calcium_Level": 8.544409613, + "Phosphorus_Level": 3.66704927, + "Glucose_Level": 84.88081977, + "Potassium_Level": 4.818197774, + "Sodium_Level": 135.465546, + "Smoking_Pack_Years": 34.65079635 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.12137997, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.80939804, + "White_Blood_Cell_Count": 5.332775756, + "Platelet_Count": 194.7462008, + "Albumin_Level": 3.463142581, + "Alkaline_Phosphatase_Level": 104.5880066, + "Alanine_Aminotransferase_Level": 11.84031036, + "Aspartate_Aminotransferase_Level": 12.65027383, + "Creatinine_Level": 1.496372578, + "LDH_Level": 170.5800701, + "Calcium_Level": 8.841210518, + "Phosphorus_Level": 4.176538784, + "Glucose_Level": 147.8495394, + "Potassium_Level": 3.923720997, + "Sodium_Level": 137.2618156, + "Smoking_Pack_Years": 93.59296196 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.14392888, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.27694946, + "White_Blood_Cell_Count": 6.291851061, + "Platelet_Count": 343.4751176, + "Albumin_Level": 3.433280502, + "Alkaline_Phosphatase_Level": 48.89656323, + "Alanine_Aminotransferase_Level": 25.26797497, + "Aspartate_Aminotransferase_Level": 26.07438799, + "Creatinine_Level": 1.40914589, + "LDH_Level": 244.6632585, + "Calcium_Level": 9.177204263, + "Phosphorus_Level": 4.9952472, + "Glucose_Level": 98.16329313, + "Potassium_Level": 4.282925735, + "Sodium_Level": 142.9816059, + "Smoking_Pack_Years": 15.29741876 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.87985038, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.50637742, + "White_Blood_Cell_Count": 5.563838528, + "Platelet_Count": 309.4357626, + "Albumin_Level": 3.173695143, + "Alkaline_Phosphatase_Level": 74.29004488, + "Alanine_Aminotransferase_Level": 17.97224206, + "Aspartate_Aminotransferase_Level": 34.57751863, + "Creatinine_Level": 1.191108807, + "LDH_Level": 135.4363486, + "Calcium_Level": 8.266931183, + "Phosphorus_Level": 3.681551562, + "Glucose_Level": 97.293318, + "Potassium_Level": 4.477511842, + "Sodium_Level": 139.0113299, + "Smoking_Pack_Years": 38.28431203 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.17598379, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.33526399, + "White_Blood_Cell_Count": 8.336192692, + "Platelet_Count": 350.3279426, + "Albumin_Level": 4.782063064, + "Alkaline_Phosphatase_Level": 113.6801489, + "Alanine_Aminotransferase_Level": 17.79576475, + "Aspartate_Aminotransferase_Level": 35.37401251, + "Creatinine_Level": 0.728755225, + "LDH_Level": 163.9300923, + "Calcium_Level": 9.678468824, + "Phosphorus_Level": 2.823395006, + 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93.33272634, + "Alanine_Aminotransferase_Level": 19.19094751, + "Aspartate_Aminotransferase_Level": 30.74089525, + "Creatinine_Level": 0.813639931, + "LDH_Level": 115.2681181, + "Calcium_Level": 9.224198027, + "Phosphorus_Level": 4.180445709, + "Glucose_Level": 145.115882, + "Potassium_Level": 3.92717811, + "Sodium_Level": 136.518333, + "Smoking_Pack_Years": 35.76093021 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.10836019, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.7013095, + "White_Blood_Cell_Count": 4.434639511, + "Platelet_Count": 200.2372191, + "Albumin_Level": 4.251110243, + "Alkaline_Phosphatase_Level": 73.1765174, + "Alanine_Aminotransferase_Level": 33.08142153, + "Aspartate_Aminotransferase_Level": 33.0828406, + "Creatinine_Level": 0.833197385, + "LDH_Level": 190.018409, + "Calcium_Level": 8.857255939, + "Phosphorus_Level": 2.906278863, + "Glucose_Level": 82.69581015, + "Potassium_Level": 4.226718038, + "Sodium_Level": 137.7689569, + "Smoking_Pack_Years": 98.14444358 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 2.822787904, + "Glucose_Level": 130.7563617, + "Potassium_Level": 3.501563415, + "Sodium_Level": 143.3503568, + "Smoking_Pack_Years": 47.50741325 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.38205973, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.44665091, + "White_Blood_Cell_Count": 7.099854471, + "Platelet_Count": 165.565622, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.93920803, + "White_Blood_Cell_Count": 4.186725088, + "Platelet_Count": 397.1700341, + "Albumin_Level": 3.03336396, + "Alkaline_Phosphatase_Level": 67.14719134, + "Alanine_Aminotransferase_Level": 25.76500632, + "Aspartate_Aminotransferase_Level": 48.29519093, + "Creatinine_Level": 1.263860808, + "LDH_Level": 170.8221671, + "Calcium_Level": 9.15762931, + "Phosphorus_Level": 2.797772718, + "Glucose_Level": 75.00666844, + "Potassium_Level": 3.956886152, + "Sodium_Level": 143.5378146, + "Smoking_Pack_Years": 33.78370747 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.32729035, + "White_Blood_Cell_Count": 8.463086033, + "Platelet_Count": 280.4430924, + "Albumin_Level": 3.018943248, + "Alkaline_Phosphatase_Level": 113.2662295, + "Alanine_Aminotransferase_Level": 7.508947535, + "Aspartate_Aminotransferase_Level": 42.07930426, + "Creatinine_Level": 0.594421215, + "LDH_Level": 184.4835575, + "Calcium_Level": 9.608365091, + "Phosphorus_Level": 4.88328408, + "Glucose_Level": 83.99707633, + "Potassium_Level": 4.082025301, + "Sodium_Level": 141.3139905, + "Smoking_Pack_Years": 13.84321026 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.06978735, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.54119407, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.38461814, + "White_Blood_Cell_Count": 7.842374129, + "Platelet_Count": 240.2526869, + "Albumin_Level": 3.579916445, + "Alkaline_Phosphatase_Level": 103.9425517, + "Alanine_Aminotransferase_Level": 13.14176782, + "Aspartate_Aminotransferase_Level": 17.0773922, + "Creatinine_Level": 1.226735914, + "LDH_Level": 116.6525257, + "Calcium_Level": 9.916719147, + "Phosphorus_Level": 3.091107871, + "Glucose_Level": 88.26903868, + "Potassium_Level": 3.813673615, + "Sodium_Level": 138.322829, + "Smoking_Pack_Years": 83.96877963 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.89356365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.06862849, + "White_Blood_Cell_Count": 7.23940237, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.83284368, + "White_Blood_Cell_Count": 3.53636792, + "Platelet_Count": 404.1926095, + "Albumin_Level": 4.573655189, + "Alkaline_Phosphatase_Level": 66.75609914, + "Alanine_Aminotransferase_Level": 31.12779166, + "Aspartate_Aminotransferase_Level": 34.34069835, + "Creatinine_Level": 0.798608074, + "LDH_Level": 220.1932725, + "Calcium_Level": 9.457841089, + "Phosphorus_Level": 2.902663019, + "Glucose_Level": 133.0385758, + "Potassium_Level": 3.937336972, + "Sodium_Level": 136.2234071, + "Smoking_Pack_Years": 32.07470154 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.43440499, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.95119522, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.53618255, + "White_Blood_Cell_Count": 4.626580822, + "Platelet_Count": 417.4532049, + "Albumin_Level": 4.592234653, + "Alkaline_Phosphatase_Level": 53.66156699, + "Alanine_Aminotransferase_Level": 32.85004289, + "Aspartate_Aminotransferase_Level": 37.33829075, + "Creatinine_Level": 0.720739564, + "LDH_Level": 204.3685748, + "Calcium_Level": 8.348236754, + "Phosphorus_Level": 2.748080775, + "Glucose_Level": 129.749667, + "Potassium_Level": 4.373424816, + "Sodium_Level": 141.0718498, + "Smoking_Pack_Years": 54.60674205 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.98680804, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.68357436, + "White_Blood_Cell_Count": 7.357662586, + "Platelet_Count": 199.4269659, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.77724767, + "White_Blood_Cell_Count": 3.563314939, + "Platelet_Count": 298.2499948, + "Albumin_Level": 4.842077427, + "Alkaline_Phosphatase_Level": 66.25073815, + "Alanine_Aminotransferase_Level": 31.4955194, + "Aspartate_Aminotransferase_Level": 27.49845721, + "Creatinine_Level": 0.625839304, + "LDH_Level": 202.0363262, + "Calcium_Level": 8.091602019, + "Phosphorus_Level": 3.308935879, + "Glucose_Level": 85.60390671, + "Potassium_Level": 3.638050133, + "Sodium_Level": 141.0117219, + "Smoking_Pack_Years": 8.711673719 + }, + { + "Age": 38, + "Gender": 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171.196315, + "Calcium_Level": 9.050151906, + "Phosphorus_Level": 4.399671256, + "Glucose_Level": 122.960163, + "Potassium_Level": 3.786386316, + "Sodium_Level": 139.8546326, + "Smoking_Pack_Years": 3.996130445 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.44033321, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.07838656, + "White_Blood_Cell_Count": 9.336788521, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.97442073, + "White_Blood_Cell_Count": 5.613488756, + "Platelet_Count": 376.0388103, + "Albumin_Level": 3.986000416, + "Alkaline_Phosphatase_Level": 35.28793616, + "Alanine_Aminotransferase_Level": 23.20450093, + "Aspartate_Aminotransferase_Level": 42.07776357, + "Creatinine_Level": 1.31940309, + "LDH_Level": 235.4444561, + "Calcium_Level": 10.46558348, + "Phosphorus_Level": 4.269108784, + "Glucose_Level": 148.3849481, + "Potassium_Level": 3.927567434, + "Sodium_Level": 138.0616053, + "Smoking_Pack_Years": 51.52115781 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.88981385, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.61646772, + "White_Blood_Cell_Count": 9.077274674, + "Platelet_Count": 278.4169998, + "Albumin_Level": 4.204565677, + "Alkaline_Phosphatase_Level": 41.26220908, + "Alanine_Aminotransferase_Level": 37.76811227, + "Aspartate_Aminotransferase_Level": 11.05330862, + "Creatinine_Level": 0.677173684, + "LDH_Level": 129.6656157, + "Calcium_Level": 9.782617976, + "Phosphorus_Level": 3.113128727, + "Glucose_Level": 86.62648683, + "Potassium_Level": 3.690002837, + "Sodium_Level": 135.9983429, + "Smoking_Pack_Years": 3.042216506 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.98345873, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.70925558, + "White_Blood_Cell_Count": 4.181773272, + "Platelet_Count": 242.3294641, + "Albumin_Level": 3.959305057, + "Alkaline_Phosphatase_Level": 78.53834233, + "Alanine_Aminotransferase_Level": 5.915855909, + "Aspartate_Aminotransferase_Level": 19.93395333, + "Creatinine_Level": 0.723800219, + "LDH_Level": 205.2695805, + "Calcium_Level": 9.141081729, + "Phosphorus_Level": 4.183337118, + "Glucose_Level": 135.4632019, + "Potassium_Level": 3.830829097, + "Sodium_Level": 143.1339728, + "Smoking_Pack_Years": 10.1270509 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.35276282, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.79386061, + 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"Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.21352638, + "White_Blood_Cell_Count": 7.673259589, + "Platelet_Count": 256.9558999, + "Albumin_Level": 4.701609387, + "Alkaline_Phosphatase_Level": 82.894736, + "Alanine_Aminotransferase_Level": 29.45367087, + "Aspartate_Aminotransferase_Level": 31.56190111, + "Creatinine_Level": 1.046499397, + "LDH_Level": 102.2586297, + "Calcium_Level": 9.806140749, + "Phosphorus_Level": 3.330513387, + "Glucose_Level": 79.3880672, + "Potassium_Level": 3.604222123, + "Sodium_Level": 139.5373233, + "Smoking_Pack_Years": 3.092856837 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.56781067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.33911718, + "White_Blood_Cell_Count": 5.338718297, + "Platelet_Count": 347.3548134, + "Albumin_Level": 3.52671494, + "Alkaline_Phosphatase_Level": 115.8929573, + "Alanine_Aminotransferase_Level": 30.16766165, + "Aspartate_Aminotransferase_Level": 31.50377473, + "Creatinine_Level": 0.673387622, + "LDH_Level": 206.0639047, + "Calcium_Level": 9.586954858, + "Phosphorus_Level": 4.386150737, + "Glucose_Level": 92.86168105, + "Potassium_Level": 4.936676349, + "Sodium_Level": 143.2902044, + "Smoking_Pack_Years": 58.41317366 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.03213023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.98898262, + "White_Blood_Cell_Count": 8.821780664, + "Platelet_Count": 323.5611457, + "Albumin_Level": 3.560418876, + "Alkaline_Phosphatase_Level": 104.1899977, + "Alanine_Aminotransferase_Level": 34.73259013, + "Aspartate_Aminotransferase_Level": 32.07587203, + "Creatinine_Level": 1.368811726, + "LDH_Level": 179.7878407, + "Calcium_Level": 8.057108041, + "Phosphorus_Level": 2.79098841, + "Glucose_Level": 89.08655295, + "Potassium_Level": 3.919318015, + "Sodium_Level": 136.0344121, + "Smoking_Pack_Years": 72.20072889 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.62015893, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.55586023, + "White_Blood_Cell_Count": 6.471379401, + "Platelet_Count": 390.6135305, + "Albumin_Level": 3.124354068, + "Alkaline_Phosphatase_Level": 62.06764486, + "Alanine_Aminotransferase_Level": 16.55680448, + "Aspartate_Aminotransferase_Level": 44.50764481, + "Creatinine_Level": 0.529941018, + "LDH_Level": 139.7777401, + "Calcium_Level": 10.19786025, + "Phosphorus_Level": 2.745964725, + "Glucose_Level": 99.74740843, + "Potassium_Level": 4.642066461, + "Sodium_Level": 142.7195671, + "Smoking_Pack_Years": 13.92999889 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.91684034, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.66793251, + "White_Blood_Cell_Count": 3.741112169, + "Platelet_Count": 222.3896005, + "Albumin_Level": 4.490090504, + "Alkaline_Phosphatase_Level": 71.33338705, + "Alanine_Aminotransferase_Level": 5.922628913, + "Aspartate_Aminotransferase_Level": 30.16217462, + "Creatinine_Level": 1.382263488, + "LDH_Level": 168.2041768, + "Calcium_Level": 9.085279987, + "Phosphorus_Level": 3.981981797, + "Glucose_Level": 143.3189684, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.23757311, + "White_Blood_Cell_Count": 3.808530869, + "Platelet_Count": 438.7635164, + "Albumin_Level": 4.399781305, + "Alkaline_Phosphatase_Level": 33.6541088, + "Alanine_Aminotransferase_Level": 23.51958115, + "Aspartate_Aminotransferase_Level": 10.60066193, + "Creatinine_Level": 0.601422509, + "LDH_Level": 218.5936459, + "Calcium_Level": 8.499597891, + "Phosphorus_Level": 3.702630182, + "Glucose_Level": 83.18327234, + "Potassium_Level": 3.730395287, + "Sodium_Level": 137.0539043, + "Smoking_Pack_Years": 98.28774615 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.39675758, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.43881292, + "White_Blood_Cell_Count": 4.270000688, + "Platelet_Count": 283.2000734, + "Albumin_Level": 3.358707149, + "Alkaline_Phosphatase_Level": 75.86739919, + "Alanine_Aminotransferase_Level": 14.55135025, + "Aspartate_Aminotransferase_Level": 43.87319763, + "Creatinine_Level": 0.744606038, + "LDH_Level": 125.2119491, + "Calcium_Level": 8.438453288, + "Phosphorus_Level": 4.805101196, + "Glucose_Level": 143.2604129, + "Potassium_Level": 4.22349595, + "Sodium_Level": 140.3176392, + "Smoking_Pack_Years": 86.77848959 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.8829231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.28198919, + "White_Blood_Cell_Count": 9.528621101, + "Platelet_Count": 251.3981049, + "Albumin_Level": 4.321067201, + "Alkaline_Phosphatase_Level": 44.87645985, + "Alanine_Aminotransferase_Level": 24.56331573, + "Aspartate_Aminotransferase_Level": 38.4235473, + "Creatinine_Level": 1.117803125, + "LDH_Level": 220.965897, + "Calcium_Level": 9.6469407, + "Phosphorus_Level": 4.929055407, + "Glucose_Level": 130.3489229, + "Potassium_Level": 4.553595149, + "Sodium_Level": 136.5948072, + "Smoking_Pack_Years": 6.371897699 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.36393217, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.27316132, + "White_Blood_Cell_Count": 4.016062509, + "Platelet_Count": 352.3374556, + "Albumin_Level": 3.976301454, + "Alkaline_Phosphatase_Level": 70.58127033, + "Alanine_Aminotransferase_Level": 21.91430244, + "Aspartate_Aminotransferase_Level": 31.76117563, + "Creatinine_Level": 0.773094484, + "LDH_Level": 194.3659761, + "Calcium_Level": 9.697231578, + "Phosphorus_Level": 3.13152231, + "Glucose_Level": 88.77379565, + "Potassium_Level": 4.663395313, + "Sodium_Level": 139.2326736, + "Smoking_Pack_Years": 37.32882508 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.32254818, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.47513129, + "White_Blood_Cell_Count": 7.783862992, + "Platelet_Count": 287.2076032, + "Albumin_Level": 4.169370757, + "Alkaline_Phosphatase_Level": 92.13426379, + "Alanine_Aminotransferase_Level": 9.953306002, + "Aspartate_Aminotransferase_Level": 47.18406576, + "Creatinine_Level": 1.13025652, + "LDH_Level": 123.668548, + "Calcium_Level": 10.19743942, + "Phosphorus_Level": 4.282304159, + "Glucose_Level": 140.6730817, + "Potassium_Level": 4.225133931, + "Sodium_Level": 135.1016791, + "Smoking_Pack_Years": 80.14897194 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.20395354, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.72028369, + "White_Blood_Cell_Count": 5.616048985, + "Platelet_Count": 375.1091078, + "Albumin_Level": 4.376975472, + "Alkaline_Phosphatase_Level": 41.94261834, + "Alanine_Aminotransferase_Level": 11.2878895, + "Aspartate_Aminotransferase_Level": 10.71274239, + "Creatinine_Level": 0.739480253, + "LDH_Level": 200.2033814, + "Calcium_Level": 8.681247284, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.12809474, + "White_Blood_Cell_Count": 4.959901329, + "Platelet_Count": 423.233611, + "Albumin_Level": 3.619812128, + "Alkaline_Phosphatase_Level": 61.20574252, + "Alanine_Aminotransferase_Level": 39.92884237, + "Aspartate_Aminotransferase_Level": 16.63914538, + "Creatinine_Level": 1.401596396, + "LDH_Level": 196.8646247, + "Calcium_Level": 9.675742812, + "Phosphorus_Level": 2.844797893, + "Glucose_Level": 124.2954315, + "Potassium_Level": 3.866360142, + "Sodium_Level": 140.1868029, + "Smoking_Pack_Years": 70.47900521 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.93026868, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.93861034, + "White_Blood_Cell_Count": 5.832785857, + "Platelet_Count": 174.0876638, + "Albumin_Level": 3.345188817, + "Alkaline_Phosphatase_Level": 98.60777111, + "Alanine_Aminotransferase_Level": 18.61185982, + "Aspartate_Aminotransferase_Level": 44.900967, + "Creatinine_Level": 1.01592394, + "LDH_Level": 232.6077849, + "Calcium_Level": 10.04753454, + "Phosphorus_Level": 4.964553887, + "Glucose_Level": 139.9680827, + "Potassium_Level": 4.664845102, + "Sodium_Level": 138.745402, + "Smoking_Pack_Years": 27.89205587 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.3930785, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.44046904, + "White_Blood_Cell_Count": 5.219133661, + "Platelet_Count": 389.86764, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.75190938, + "White_Blood_Cell_Count": 4.595448055, + "Platelet_Count": 318.3019321, + "Albumin_Level": 4.474644109, + "Alkaline_Phosphatase_Level": 49.93867462, + "Alanine_Aminotransferase_Level": 15.29270013, + "Aspartate_Aminotransferase_Level": 49.53145722, + "Creatinine_Level": 0.569553878, + "LDH_Level": 223.8485591, + "Calcium_Level": 10.15046971, + "Phosphorus_Level": 2.714817583, + "Glucose_Level": 132.7351958, + "Potassium_Level": 4.977032215, + "Sodium_Level": 144.2064613, + "Smoking_Pack_Years": 31.66917443 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.17835423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.25468629, + "White_Blood_Cell_Count": 4.298291113, + "Platelet_Count": 213.6494697, + "Albumin_Level": 4.741633782, + "Alkaline_Phosphatase_Level": 85.46272817, + "Alanine_Aminotransferase_Level": 5.269202951, + "Aspartate_Aminotransferase_Level": 29.73568374, + "Creatinine_Level": 1.160424588, + "LDH_Level": 221.5549378, + "Calcium_Level": 8.16603424, + "Phosphorus_Level": 4.02637851, + "Glucose_Level": 90.77442854, + "Potassium_Level": 3.516645342, + "Sodium_Level": 138.7817843, + "Smoking_Pack_Years": 55.90681634 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.37595263, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.60176259, + "White_Blood_Cell_Count": 6.333212285, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.02687252, + "White_Blood_Cell_Count": 4.275467951, + "Platelet_Count": 319.498705, + "Albumin_Level": 4.354885609, + "Alkaline_Phosphatase_Level": 82.36245789, + "Alanine_Aminotransferase_Level": 27.28687399, + "Aspartate_Aminotransferase_Level": 28.59699411, + "Creatinine_Level": 0.842015825, + "LDH_Level": 167.5687103, + "Calcium_Level": 9.898299346, + "Phosphorus_Level": 2.697653276, + "Glucose_Level": 119.0103838, + "Potassium_Level": 3.698370044, + "Sodium_Level": 137.8049535, + "Smoking_Pack_Years": 83.73095959 + }, + { + "Age": 41, + "Gender": "Male", 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136.4783514, + "Calcium_Level": 8.149392424, + "Phosphorus_Level": 3.965732769, + "Glucose_Level": 138.999598, + "Potassium_Level": 4.243835226, + "Sodium_Level": 144.0741455, + "Smoking_Pack_Years": 81.39454058 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.53970326, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.18355055, + "White_Blood_Cell_Count": 6.00478119, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.10254229, + "White_Blood_Cell_Count": 4.016034192, + "Platelet_Count": 421.6131443, + "Albumin_Level": 3.314481629, + "Alkaline_Phosphatase_Level": 84.83741853, + "Alanine_Aminotransferase_Level": 20.73870021, + "Aspartate_Aminotransferase_Level": 44.56430877, + "Creatinine_Level": 1.259115852, + "LDH_Level": 203.0774816, + "Calcium_Level": 10.26362856, + "Phosphorus_Level": 4.656635448, + "Glucose_Level": 128.7056468, + "Potassium_Level": 3.691029792, + "Sodium_Level": 140.4185382, + "Smoking_Pack_Years": 33.39775752 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.06801583, + "White_Blood_Cell_Count": 8.595281078, + "Platelet_Count": 300.4599673, + "Albumin_Level": 4.197826247, + "Alkaline_Phosphatase_Level": 32.91670827, + "Alanine_Aminotransferase_Level": 36.92085871, + "Aspartate_Aminotransferase_Level": 13.02872978, + "Creatinine_Level": 1.219359783, + "LDH_Level": 234.6899788, + "Calcium_Level": 8.979734188, + "Phosphorus_Level": 3.76095914, + "Glucose_Level": 75.97714208, + "Potassium_Level": 4.860601951, + "Sodium_Level": 144.9496939, + "Smoking_Pack_Years": 24.09853029 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.62318536, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 16.57985978, + "Creatinine_Level": 1.444101153, + "LDH_Level": 224.0138916, + "Calcium_Level": 8.499294305, + "Phosphorus_Level": 3.183287808, + "Glucose_Level": 136.7802518, + "Potassium_Level": 4.630754734, + "Sodium_Level": 137.3215524, + "Smoking_Pack_Years": 64.47269493 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.40665694, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.45145848, + "White_Blood_Cell_Count": 8.238844122, + "Platelet_Count": 323.3478772, + "Albumin_Level": 4.253404745, + "Alkaline_Phosphatase_Level": 113.8401467, + "Alanine_Aminotransferase_Level": 10.11757752, + "Aspartate_Aminotransferase_Level": 41.76297447, + "Creatinine_Level": 0.751453916, + "LDH_Level": 241.5492216, + "Calcium_Level": 8.44090795, + "Phosphorus_Level": 2.860731276, + "Glucose_Level": 99.03277058, + "Potassium_Level": 3.767986536, + "Sodium_Level": 138.946307, + "Smoking_Pack_Years": 61.27310818 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.14400174, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.30805088, + "White_Blood_Cell_Count": 5.447047092, + "Platelet_Count": 346.0091145, + "Albumin_Level": 3.247125263, + "Alkaline_Phosphatase_Level": 59.17982689, + "Alanine_Aminotransferase_Level": 12.92925389, + "Aspartate_Aminotransferase_Level": 25.87803772, + "Creatinine_Level": 1.189906187, + "LDH_Level": 127.5266844, + "Calcium_Level": 10.08560282, + "Phosphorus_Level": 2.651943775, + "Glucose_Level": 106.4072546, + "Potassium_Level": 4.111397893, + "Sodium_Level": 142.1491534, + "Smoking_Pack_Years": 75.62641421 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.59999244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.10982732, + "White_Blood_Cell_Count": 6.790781943, + "Platelet_Count": 165.2017675, + "Albumin_Level": 3.684007377, + "Alkaline_Phosphatase_Level": 57.3814795, + "Alanine_Aminotransferase_Level": 15.17999748, + "Aspartate_Aminotransferase_Level": 30.70378354, + "Creatinine_Level": 1.227985274, + "LDH_Level": 211.6527711, + "Calcium_Level": 8.598786797, + "Phosphorus_Level": 3.26806975, + "Glucose_Level": 108.4225994, + 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"Alanine_Aminotransferase_Level": 21.20492688, + "Aspartate_Aminotransferase_Level": 24.94122303, + "Creatinine_Level": 0.879214781, + "LDH_Level": 118.7533951, + "Calcium_Level": 8.403979872, + "Phosphorus_Level": 3.352500331, + "Glucose_Level": 107.0912469, + "Potassium_Level": 4.915717706, + "Sodium_Level": 135.7229414, + "Smoking_Pack_Years": 97.05088971 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.8288132, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.82276442, + "White_Blood_Cell_Count": 5.727060907, + "Platelet_Count": 349.0399365, + "Albumin_Level": 4.137106911, + "Alkaline_Phosphatase_Level": 38.27347514, + "Alanine_Aminotransferase_Level": 12.98867496, + "Aspartate_Aminotransferase_Level": 17.31092536, + "Creatinine_Level": 0.618090083, + "LDH_Level": 218.0957363, + "Calcium_Level": 9.430582732, + "Phosphorus_Level": 2.820973072, + "Glucose_Level": 81.72839472, + "Potassium_Level": 4.550104016, + "Sodium_Level": 137.158966, + "Smoking_Pack_Years": 86.34263229 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.77760366, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.75631739, + "White_Blood_Cell_Count": 7.975115641, + "Platelet_Count": 422.5513916, + "Albumin_Level": 4.820020154, + "Alkaline_Phosphatase_Level": 86.45206803, + "Alanine_Aminotransferase_Level": 9.263598076, + "Aspartate_Aminotransferase_Level": 35.79763569, + "Creatinine_Level": 1.495213343, + "LDH_Level": 212.6358064, + "Calcium_Level": 8.782310535, + "Phosphorus_Level": 2.589389351, + "Glucose_Level": 128.5545265, + "Potassium_Level": 4.759222152, + "Sodium_Level": 140.5625158, + "Smoking_Pack_Years": 54.9753804 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.18260964, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.29044119, + "White_Blood_Cell_Count": 7.772764809, + "Platelet_Count": 439.4366044, + "Albumin_Level": 4.354409182, + "Alkaline_Phosphatase_Level": 99.7589737, + "Alanine_Aminotransferase_Level": 32.37383099, + "Aspartate_Aminotransferase_Level": 49.283888, + "Creatinine_Level": 0.915153079, + "LDH_Level": 183.4013473, + "Calcium_Level": 9.496710233, + "Phosphorus_Level": 2.683853038, + "Glucose_Level": 108.4829857, + "Potassium_Level": 4.924787201, + "Sodium_Level": 136.8326157, + "Smoking_Pack_Years": 4.236148215 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.43389053, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.27347792, + "White_Blood_Cell_Count": 7.756933223, + "Platelet_Count": 388.2657335, + "Albumin_Level": 4.228329283, + "Alkaline_Phosphatase_Level": 76.6223727, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.89491336, + "White_Blood_Cell_Count": 8.71680067, + "Platelet_Count": 304.6237472, + "Albumin_Level": 4.552220317, + "Alkaline_Phosphatase_Level": 35.00444694, + "Alanine_Aminotransferase_Level": 15.74103782, + "Aspartate_Aminotransferase_Level": 28.42532391, + "Creatinine_Level": 1.281365413, + "LDH_Level": 157.6102027, + "Calcium_Level": 9.969141298, + "Phosphorus_Level": 3.222355191, + "Glucose_Level": 129.3451629, + "Potassium_Level": 3.931977444, + "Sodium_Level": 141.5936348, + "Smoking_Pack_Years": 19.50884002 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.68397526, + "Tumor_Location": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.24227318, + "White_Blood_Cell_Count": 3.824130032, + "Platelet_Count": 298.7458707, + "Albumin_Level": 3.449434817, + "Alkaline_Phosphatase_Level": 69.84125199, + "Alanine_Aminotransferase_Level": 7.693383643, + "Aspartate_Aminotransferase_Level": 36.74925652, + "Creatinine_Level": 0.796119402, + "LDH_Level": 110.313667, + "Calcium_Level": 8.873007314, + "Phosphorus_Level": 4.06009036, + "Glucose_Level": 112.2615926, + "Potassium_Level": 3.958605292, + "Sodium_Level": 139.0863188, + "Smoking_Pack_Years": 52.79726965 + }, + { + "Age": 68, + "Gender": "Male", 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193.0296563, + "Calcium_Level": 9.180641872, + "Phosphorus_Level": 2.604993684, + "Glucose_Level": 73.21635885, + "Potassium_Level": 4.165912957, + "Sodium_Level": 135.4661285, + "Smoking_Pack_Years": 36.37819861 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.05714727, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.77873974, + "White_Blood_Cell_Count": 4.342160092, + 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19.95139427 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.22196973, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.92738871, + "White_Blood_Cell_Count": 6.151836068, + "Platelet_Count": 183.0887098, + "Albumin_Level": 4.521588964, + "Alkaline_Phosphatase_Level": 101.1153996, + "Alanine_Aminotransferase_Level": 8.458203246, + "Aspartate_Aminotransferase_Level": 10.02902861, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.23630986, + "White_Blood_Cell_Count": 9.031354302, + "Platelet_Count": 267.8249516, + "Albumin_Level": 4.394487231, + "Alkaline_Phosphatase_Level": 48.23155059, + "Alanine_Aminotransferase_Level": 39.97655468, + "Aspartate_Aminotransferase_Level": 20.20126348, + "Creatinine_Level": 1.116279177, + "LDH_Level": 105.2535517, + "Calcium_Level": 8.585170603, + "Phosphorus_Level": 3.264096468, + "Glucose_Level": 101.0199706, + "Potassium_Level": 4.08933478, + "Sodium_Level": 139.1715617, + "Smoking_Pack_Years": 44.59561965 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.10333608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 45.50753397, + "Creatinine_Level": 1.497086115, + "LDH_Level": 179.6267822, + "Calcium_Level": 9.741277675, + "Phosphorus_Level": 3.558040497, + "Glucose_Level": 87.22000372, + "Potassium_Level": 3.582037545, + "Sodium_Level": 144.949398, + "Smoking_Pack_Years": 41.91183699 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.60556585, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.61981147, + "White_Blood_Cell_Count": 9.348089079, + "Platelet_Count": 351.7851051, + "Albumin_Level": 4.180730199, + "Alkaline_Phosphatase_Level": 63.45932982, + "Alanine_Aminotransferase_Level": 38.67055675, + "Aspartate_Aminotransferase_Level": 24.45171818, + "Creatinine_Level": 1.397377347, + "LDH_Level": 160.0244201, + "Calcium_Level": 9.425295857, + "Phosphorus_Level": 2.837799123, + "Glucose_Level": 117.5168304, + "Potassium_Level": 4.962134557, + "Sodium_Level": 142.3851782, + "Smoking_Pack_Years": 24.01447306 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.8799135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.64052907, + "White_Blood_Cell_Count": 3.964983543, + "Platelet_Count": 196.6322611, + "Albumin_Level": 4.745025137, + "Alkaline_Phosphatase_Level": 43.69133409, + "Alanine_Aminotransferase_Level": 18.4140055, + "Aspartate_Aminotransferase_Level": 32.74918681, + "Creatinine_Level": 0.729548816, + "LDH_Level": 180.0249728, + "Calcium_Level": 9.263587345, + "Phosphorus_Level": 2.866877169, + "Glucose_Level": 138.9243865, + "Potassium_Level": 3.763324251, + "Sodium_Level": 143.8402883, + "Smoking_Pack_Years": 67.50798816 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.73025619, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.13778205, + "White_Blood_Cell_Count": 7.421643189, + "Platelet_Count": 159.506425, + "Albumin_Level": 3.603740071, + "Alkaline_Phosphatase_Level": 116.213972, + "Alanine_Aminotransferase_Level": 39.50289556, + "Aspartate_Aminotransferase_Level": 45.41097832, + "Creatinine_Level": 1.251511214, + "LDH_Level": 217.0020016, + "Calcium_Level": 8.439242466, + "Phosphorus_Level": 4.630106291, + "Glucose_Level": 143.6345404, + "Potassium_Level": 3.528411841, + "Sodium_Level": 137.253568, + "Smoking_Pack_Years": 76.29126877 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.24326782, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.34457201, + "White_Blood_Cell_Count": 7.797299754, + "Platelet_Count": 281.249253, + "Albumin_Level": 4.959165158, + "Alkaline_Phosphatase_Level": 39.93792127, + "Alanine_Aminotransferase_Level": 25.78892371, + "Aspartate_Aminotransferase_Level": 33.34608728, + "Creatinine_Level": 1.254698939, + "LDH_Level": 225.3209571, + "Calcium_Level": 9.325510368, + "Phosphorus_Level": 4.096296741, + "Glucose_Level": 140.654157, + "Potassium_Level": 3.573847007, + "Sodium_Level": 142.5666097, + "Smoking_Pack_Years": 86.10707537 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.83637797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.90273714, + "White_Blood_Cell_Count": 7.767685669, + "Platelet_Count": 391.1117252, + "Albumin_Level": 3.604316891, + "Alkaline_Phosphatase_Level": 75.43507803, + "Alanine_Aminotransferase_Level": 38.99611051, + "Aspartate_Aminotransferase_Level": 40.54711444, + "Creatinine_Level": 0.948666065, + "LDH_Level": 168.7964861, + "Calcium_Level": 10.12004716, + "Phosphorus_Level": 3.147851076, + "Glucose_Level": 85.13289393, + "Potassium_Level": 3.617533745, + "Sodium_Level": 143.497105, + "Smoking_Pack_Years": 50.07771653 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.95169412, + "Tumor_Location": 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137.0982224, + "Potassium_Level": 4.301801968, + "Sodium_Level": 136.866221, + "Smoking_Pack_Years": 55.38003116 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.26055816, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.45403102, + "White_Blood_Cell_Count": 7.769028267, + "Platelet_Count": 269.0874555, + "Albumin_Level": 4.885796703, + "Alkaline_Phosphatase_Level": 30.14635036, + 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"Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.72999965, + "White_Blood_Cell_Count": 8.015623799, + "Platelet_Count": 423.5745399, + "Albumin_Level": 3.607182417, + "Alkaline_Phosphatase_Level": 116.2556859, + "Alanine_Aminotransferase_Level": 34.80676328, + "Aspartate_Aminotransferase_Level": 21.58266779, + "Creatinine_Level": 0.961024698, + "LDH_Level": 126.9973259, + "Calcium_Level": 10.2558178, + "Phosphorus_Level": 3.039592336, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.45316956, + "White_Blood_Cell_Count": 6.991846146, + "Platelet_Count": 248.4293656, + "Albumin_Level": 4.888715793, + "Alkaline_Phosphatase_Level": 114.7370666, + "Alanine_Aminotransferase_Level": 18.9622011, + "Aspartate_Aminotransferase_Level": 18.26095054, + "Creatinine_Level": 1.206961011, + "LDH_Level": 157.5875646, + "Calcium_Level": 8.514338382, + "Phosphorus_Level": 4.069709808, + "Glucose_Level": 97.02626721, + "Potassium_Level": 4.242863773, + "Sodium_Level": 139.6197492, + "Smoking_Pack_Years": 46.11683923 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.42601853, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.17829658, + "White_Blood_Cell_Count": 9.159022096, + "Platelet_Count": 301.3235559, + "Albumin_Level": 4.37270387, + "Alkaline_Phosphatase_Level": 71.96794811, + "Alanine_Aminotransferase_Level": 33.50343219, + "Aspartate_Aminotransferase_Level": 31.95572919, + "Creatinine_Level": 0.671544439, + "LDH_Level": 130.8927914, + "Calcium_Level": 10.35146452, + "Phosphorus_Level": 4.722249094, + "Glucose_Level": 96.45035819, + "Potassium_Level": 4.649107713, + "Sodium_Level": 135.0491294, + "Smoking_Pack_Years": 12.57227456 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.48426297, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.30807053, + "White_Blood_Cell_Count": 9.263659658, + "Platelet_Count": 161.0287465, + "Albumin_Level": 4.424486471, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.59390911, + "White_Blood_Cell_Count": 7.832197002, + "Platelet_Count": 380.9841983, + "Albumin_Level": 4.264288493, + "Alkaline_Phosphatase_Level": 111.7517181, + "Alanine_Aminotransferase_Level": 19.8136548, + "Aspartate_Aminotransferase_Level": 16.21612974, + "Creatinine_Level": 1.418409181, + "LDH_Level": 173.1607452, + "Calcium_Level": 10.28662509, + "Phosphorus_Level": 4.00016771, + "Glucose_Level": 144.2192794, + "Potassium_Level": 3.60637114, + "Sodium_Level": 144.169227, + "Smoking_Pack_Years": 76.80739148 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.05390127, + "White_Blood_Cell_Count": 5.931608974, + "Platelet_Count": 388.6302508, + "Albumin_Level": 3.765301166, + "Alkaline_Phosphatase_Level": 74.66135454, + "Alanine_Aminotransferase_Level": 11.3502075, + "Aspartate_Aminotransferase_Level": 19.50102997, + "Creatinine_Level": 1.195545314, + "LDH_Level": 191.6093389, + "Calcium_Level": 9.02200428, + "Phosphorus_Level": 3.646793854, + "Glucose_Level": 148.0049489, + "Potassium_Level": 4.641400498, + "Sodium_Level": 138.2723941, + "Smoking_Pack_Years": 12.38353393 + }, + { + "Age": 46, + "Gender": 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149.9510937, + "Calcium_Level": 9.19018713, + "Phosphorus_Level": 3.930394098, + "Glucose_Level": 97.26514682, + "Potassium_Level": 4.491974618, + "Sodium_Level": 135.540679, + "Smoking_Pack_Years": 42.35284754 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.03115494, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.26724532, + "White_Blood_Cell_Count": 7.753228357, + "Platelet_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.9079403, + "White_Blood_Cell_Count": 8.054328461, + "Platelet_Count": 277.6697916, + "Albumin_Level": 3.952535259, + "Alkaline_Phosphatase_Level": 30.37724096, + "Alanine_Aminotransferase_Level": 39.46049896, + "Aspartate_Aminotransferase_Level": 40.40065733, + "Creatinine_Level": 0.816311103, + "LDH_Level": 130.8516058, + "Calcium_Level": 9.115043145, + "Phosphorus_Level": 2.565733202, + "Glucose_Level": 103.4258352, + "Potassium_Level": 4.227719705, + "Sodium_Level": 144.4492911, + "Smoking_Pack_Years": 99.99013236 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.26440185, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.39055503, + "White_Blood_Cell_Count": 9.056800225, + "Platelet_Count": 432.0784306, + "Albumin_Level": 3.369236197, + "Alkaline_Phosphatase_Level": 111.9811481, + "Alanine_Aminotransferase_Level": 18.02587033, + "Aspartate_Aminotransferase_Level": 13.29748582, + "Creatinine_Level": 1.385761969, + "LDH_Level": 103.1636148, + "Calcium_Level": 10.47578376, + "Phosphorus_Level": 3.515227824, + "Glucose_Level": 131.0427165, + "Potassium_Level": 4.753006737, + "Sodium_Level": 140.8867291, + "Smoking_Pack_Years": 17.15182185 + }, + { 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0.809394817, + "LDH_Level": 205.5041316, + "Calcium_Level": 8.406190707, + "Phosphorus_Level": 2.620434033, + "Glucose_Level": 143.812678, + "Potassium_Level": 4.314057978, + "Sodium_Level": 137.2018885, + "Smoking_Pack_Years": 57.1108879 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.99343812, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.8047621, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.47612866, + "White_Blood_Cell_Count": 6.418440294, + "Platelet_Count": 427.9122647, + "Albumin_Level": 4.142886244, + "Alkaline_Phosphatase_Level": 95.03342857, + "Alanine_Aminotransferase_Level": 24.34052431, + "Aspartate_Aminotransferase_Level": 39.19873223, + "Creatinine_Level": 0.982959183, + "LDH_Level": 185.7377099, + "Calcium_Level": 10.05520012, + "Phosphorus_Level": 4.66788805, + "Glucose_Level": 134.5061737, + "Potassium_Level": 4.499654551, + "Sodium_Level": 138.9784449, + "Smoking_Pack_Years": 2.609479439 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.84851793, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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144.0236421, + "Smoking_Pack_Years": 94.36381306 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.53608792, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.40485411, + "White_Blood_Cell_Count": 6.44152789, + "Platelet_Count": 230.9900769, + "Albumin_Level": 3.40804574, + "Alkaline_Phosphatase_Level": 114.8799708, + "Alanine_Aminotransferase_Level": 15.56570943, + "Aspartate_Aminotransferase_Level": 24.95478663, + "Creatinine_Level": 0.757821899, + "LDH_Level": 127.5488743, + "Calcium_Level": 9.11197374, + "Phosphorus_Level": 3.635215252, + "Glucose_Level": 127.2916937, + "Potassium_Level": 3.638038292, + "Sodium_Level": 135.1638753, + "Smoking_Pack_Years": 69.45273477 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.31506301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.99907879, + "White_Blood_Cell_Count": 8.826288588, + "Platelet_Count": 212.9182949, + "Albumin_Level": 4.893386507, + "Alkaline_Phosphatase_Level": 113.5689661, + "Alanine_Aminotransferase_Level": 29.78197701, + "Aspartate_Aminotransferase_Level": 13.4789274, + "Creatinine_Level": 1.369838506, + "LDH_Level": 230.1789797, + "Calcium_Level": 9.973216336, + "Phosphorus_Level": 2.667845783, + "Glucose_Level": 83.72954965, + "Potassium_Level": 3.914547313, + "Sodium_Level": 135.6856436, + "Smoking_Pack_Years": 95.02638691 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.76572058, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.98762448, + "White_Blood_Cell_Count": 6.923383461, + "Platelet_Count": 264.6213729, + "Albumin_Level": 3.933532878, + "Alkaline_Phosphatase_Level": 84.87063398, + "Alanine_Aminotransferase_Level": 28.12782362, + "Aspartate_Aminotransferase_Level": 35.61451159, + "Creatinine_Level": 0.752799973, + "LDH_Level": 109.2877524, + "Calcium_Level": 9.203605749, + "Phosphorus_Level": 3.329982009, + "Glucose_Level": 137.0099047, + "Potassium_Level": 4.880156307, + "Sodium_Level": 137.9920041, + "Smoking_Pack_Years": 15.90113953 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.00328406, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", 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"Alanine_Aminotransferase_Level": 12.34917861, + "Aspartate_Aminotransferase_Level": 25.20715031, + "Creatinine_Level": 0.742482265, + "LDH_Level": 182.0928562, + "Calcium_Level": 9.842368837, + "Phosphorus_Level": 3.599308015, + "Glucose_Level": 117.0236227, + "Potassium_Level": 3.755539351, + "Sodium_Level": 144.0103977, + "Smoking_Pack_Years": 36.31616361 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.28895094, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.0370162, + "White_Blood_Cell_Count": 6.413652465, + "Platelet_Count": 210.3214797, + "Albumin_Level": 3.973329327, + "Alkaline_Phosphatase_Level": 116.2471566, + "Alanine_Aminotransferase_Level": 21.91323722, + "Aspartate_Aminotransferase_Level": 40.34676662, + "Creatinine_Level": 1.036842847, + "LDH_Level": 110.7402848, + "Calcium_Level": 9.929506453, + "Phosphorus_Level": 2.603473209, + "Glucose_Level": 83.72790131, + "Potassium_Level": 4.430051869, + "Sodium_Level": 143.4032878, + "Smoking_Pack_Years": 7.538267979 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.74828973, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.42648417, + "White_Blood_Cell_Count": 8.12423355, + "Platelet_Count": 448.4095251, + "Albumin_Level": 4.148864593, + "Alkaline_Phosphatase_Level": 54.69789543, + "Alanine_Aminotransferase_Level": 16.33026309, + "Aspartate_Aminotransferase_Level": 24.9209031, + "Creatinine_Level": 0.653077091, + "LDH_Level": 181.2666827, + "Calcium_Level": 10.03544415, + "Phosphorus_Level": 2.912250643, + "Glucose_Level": 133.1809149, + "Potassium_Level": 4.537618674, + "Sodium_Level": 142.2862991, + "Smoking_Pack_Years": 74.25915111 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.19719763, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.73135491, + "White_Blood_Cell_Count": 8.547538465, + "Platelet_Count": 331.1215678, + "Albumin_Level": 3.105479259, + "Alkaline_Phosphatase_Level": 71.01749023, + "Alanine_Aminotransferase_Level": 21.77649606, + "Aspartate_Aminotransferase_Level": 41.57141117, + "Creatinine_Level": 1.289510961, + "LDH_Level": 106.9793883, + "Calcium_Level": 8.839995162, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 71.52367727, + "Alanine_Aminotransferase_Level": 38.97090865, + "Aspartate_Aminotransferase_Level": 34.17277424, + "Creatinine_Level": 0.959795595, + "LDH_Level": 202.0763827, + "Calcium_Level": 10.14265245, + "Phosphorus_Level": 3.459215661, + "Glucose_Level": 83.78239723, + "Potassium_Level": 4.323727285, + "Sodium_Level": 137.7548537, + "Smoking_Pack_Years": 63.00011658 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.62593781, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.25156203, + "White_Blood_Cell_Count": 4.41921184, + "Platelet_Count": 385.3944321, + "Albumin_Level": 3.279525294, + "Alkaline_Phosphatase_Level": 110.1994621, + "Alanine_Aminotransferase_Level": 23.30628907, + "Aspartate_Aminotransferase_Level": 19.08438571, + "Creatinine_Level": 0.672319963, + "LDH_Level": 100.0027208, + "Calcium_Level": 8.839737691, + "Phosphorus_Level": 4.082703019, + "Glucose_Level": 106.6871302, + "Potassium_Level": 4.080741448, + "Sodium_Level": 141.6531354, + "Smoking_Pack_Years": 20.69635474 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.80004069, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.10865883, + "White_Blood_Cell_Count": 8.121475245, + "Platelet_Count": 368.8779998, + "Albumin_Level": 3.621480369, + "Alkaline_Phosphatase_Level": 105.336953, + "Alanine_Aminotransferase_Level": 33.82582881, + "Aspartate_Aminotransferase_Level": 17.51660323, + "Creatinine_Level": 1.010368808, + "LDH_Level": 120.2194514, + "Calcium_Level": 9.811299753, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 61.30018774, + "Alanine_Aminotransferase_Level": 36.31978293, + "Aspartate_Aminotransferase_Level": 10.60680361, + "Creatinine_Level": 0.577840491, + "LDH_Level": 204.4026887, + "Calcium_Level": 9.028686819, + "Phosphorus_Level": 4.524241166, + "Glucose_Level": 102.4872871, + "Potassium_Level": 4.078018503, + "Sodium_Level": 135.0662241, + "Smoking_Pack_Years": 75.45070109 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.64505426, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.27649674, + "White_Blood_Cell_Count": 7.689258813, + "Platelet_Count": 191.3850309, + "Albumin_Level": 3.163459923, + "Alkaline_Phosphatase_Level": 46.58301719, + "Alanine_Aminotransferase_Level": 23.25025323, + "Aspartate_Aminotransferase_Level": 36.83413895, + "Creatinine_Level": 1.293309122, + "LDH_Level": 111.1254984, + "Calcium_Level": 8.710954644, + "Phosphorus_Level": 4.93808742, + "Glucose_Level": 97.31060332, + "Potassium_Level": 3.916502465, + "Sodium_Level": 143.608102, + "Smoking_Pack_Years": 73.87607498 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.150857231, + "Glucose_Level": 85.43992207, + "Potassium_Level": 3.966771833, + "Sodium_Level": 141.2221871, + "Smoking_Pack_Years": 7.699989553 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.71352467, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.82383609, + "White_Blood_Cell_Count": 9.317533955, + "Platelet_Count": 290.4723611, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.13875408, + "White_Blood_Cell_Count": 9.626309666, + "Platelet_Count": 431.2319675, + "Albumin_Level": 3.749708379, + "Alkaline_Phosphatase_Level": 61.60443436, + "Alanine_Aminotransferase_Level": 6.103042145, + "Aspartate_Aminotransferase_Level": 21.60887386, + "Creatinine_Level": 1.201067224, + "LDH_Level": 201.7411597, + "Calcium_Level": 10.20887727, + "Phosphorus_Level": 4.120936033, + "Glucose_Level": 88.92698849, + "Potassium_Level": 4.591012308, + "Sodium_Level": 142.7567044, + "Smoking_Pack_Years": 0.747586918 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.641984926, + "Phosphorus_Level": 2.698176715, + "Glucose_Level": 105.8168691, + "Potassium_Level": 4.515880017, + "Sodium_Level": 135.3000023, + "Smoking_Pack_Years": 64.26574377 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.19283997, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.94364591, + "White_Blood_Cell_Count": 4.983131339, + "Platelet_Count": 366.6430417, + "Albumin_Level": 4.672808908, + "Alkaline_Phosphatase_Level": 93.62138102, + "Alanine_Aminotransferase_Level": 14.30815649, + "Aspartate_Aminotransferase_Level": 18.4391289, + "Creatinine_Level": 1.238957458, + "LDH_Level": 235.0990011, + "Calcium_Level": 9.148705084, + "Phosphorus_Level": 4.964846345, + "Glucose_Level": 138.3283415, + "Potassium_Level": 3.846222679, + "Sodium_Level": 137.0226368, + "Smoking_Pack_Years": 63.85555988 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.73875342, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.85789641, + "White_Blood_Cell_Count": 8.374908923, + "Platelet_Count": 315.9586135, + "Albumin_Level": 3.911362335, + "Alkaline_Phosphatase_Level": 36.90768982, + "Alanine_Aminotransferase_Level": 10.1370469, + "Aspartate_Aminotransferase_Level": 23.63785998, + "Creatinine_Level": 0.529355222, + "LDH_Level": 135.6278909, + "Calcium_Level": 8.592863774, + "Phosphorus_Level": 3.788793198, + "Glucose_Level": 125.3854979, + "Potassium_Level": 3.895051685, + "Sodium_Level": 144.8882358, + "Smoking_Pack_Years": 33.00234286 + }, + { + "Age": 39, + "Gender": "Female", 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105.3497033, + "Calcium_Level": 9.508030638, + "Phosphorus_Level": 3.397024931, + "Glucose_Level": 98.76402078, + "Potassium_Level": 3.671656324, + "Sodium_Level": 136.0788145, + "Smoking_Pack_Years": 91.69732003 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.44070186, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.32105675, + "White_Blood_Cell_Count": 5.8129125, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.97643639, + "White_Blood_Cell_Count": 9.581343035, + "Platelet_Count": 440.5752672, + "Albumin_Level": 4.266966366, + "Alkaline_Phosphatase_Level": 116.391521, + "Alanine_Aminotransferase_Level": 24.72834156, + "Aspartate_Aminotransferase_Level": 43.74930164, + "Creatinine_Level": 1.012853919, + "LDH_Level": 107.9372518, + "Calcium_Level": 8.141705016, + "Phosphorus_Level": 3.255240807, + "Glucose_Level": 122.7891414, + "Potassium_Level": 4.165543146, + "Sodium_Level": 138.125404, + "Smoking_Pack_Years": 76.79950931 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.84654927, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.87519026, + "White_Blood_Cell_Count": 6.498183576, + "Platelet_Count": 312.0619829, + "Albumin_Level": 3.571555799, + "Alkaline_Phosphatase_Level": 44.32909585, + "Alanine_Aminotransferase_Level": 19.12808247, + "Aspartate_Aminotransferase_Level": 44.10053631, + "Creatinine_Level": 1.107109724, + "LDH_Level": 146.2247728, + "Calcium_Level": 10.03726258, + "Phosphorus_Level": 3.140515659, + "Glucose_Level": 72.26607764, + "Potassium_Level": 3.967420058, + "Sodium_Level": 140.5579225, + "Smoking_Pack_Years": 94.55654686 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.04793322, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.41600353, + "White_Blood_Cell_Count": 6.954926691, + "Platelet_Count": 413.0071799, + "Albumin_Level": 3.788326049, + "Alkaline_Phosphatase_Level": 113.059416, + "Alanine_Aminotransferase_Level": 8.936151602, + "Aspartate_Aminotransferase_Level": 16.57208531, + "Creatinine_Level": 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{ + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.04120968, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.29467645, + "White_Blood_Cell_Count": 4.864765387, + "Platelet_Count": 435.4215047, + "Albumin_Level": 3.191373468, + "Alkaline_Phosphatase_Level": 34.5287946, + "Alanine_Aminotransferase_Level": 19.74002198, + "Aspartate_Aminotransferase_Level": 24.68853823, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.99455852, + "White_Blood_Cell_Count": 6.480343145, + "Platelet_Count": 410.2647966, + "Albumin_Level": 4.514598795, + "Alkaline_Phosphatase_Level": 91.78393677, + "Alanine_Aminotransferase_Level": 5.360444774, + "Aspartate_Aminotransferase_Level": 33.96938527, + "Creatinine_Level": 1.021558284, + "LDH_Level": 186.331251, + "Calcium_Level": 8.881610883, + "Phosphorus_Level": 4.666469155, + "Glucose_Level": 135.6658147, + "Potassium_Level": 4.124166957, + "Sodium_Level": 143.5357465, + "Smoking_Pack_Years": 87.21314814 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.42313214, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": 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51.54760036 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.33580445, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.86506347, + "White_Blood_Cell_Count": 5.419209196, + "Platelet_Count": 309.5754459, + "Albumin_Level": 3.956368828, + "Alkaline_Phosphatase_Level": 100.6521605, + "Alanine_Aminotransferase_Level": 24.00498256, + "Aspartate_Aminotransferase_Level": 44.1150868, + "Creatinine_Level": 0.547355248, + "LDH_Level": 183.8756006, + "Calcium_Level": 8.321129924, + "Phosphorus_Level": 4.637789209, + "Glucose_Level": 127.3394214, + "Potassium_Level": 3.706434637, + "Sodium_Level": 139.3366704, + "Smoking_Pack_Years": 40.00248681 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.06659166, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.40140686, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.63924939, + "White_Blood_Cell_Count": 4.494352093, + "Platelet_Count": 413.8529078, + "Albumin_Level": 3.727053045, + "Alkaline_Phosphatase_Level": 88.4426175, + "Alanine_Aminotransferase_Level": 18.36895394, + "Aspartate_Aminotransferase_Level": 23.04497086, + "Creatinine_Level": 0.938082994, + "LDH_Level": 129.7984343, + "Calcium_Level": 8.850888213, + "Phosphorus_Level": 3.866531255, + "Glucose_Level": 111.8314551, + "Potassium_Level": 4.423471889, + "Sodium_Level": 141.0335393, + "Smoking_Pack_Years": 60.65027444 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.41747504, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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141.4524135, + "Smoking_Pack_Years": 60.43388142 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.56412517, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.67620682, + "White_Blood_Cell_Count": 6.534450007, + "Platelet_Count": 194.9680291, + "Albumin_Level": 3.967034444, + "Alkaline_Phosphatase_Level": 40.66373163, + "Alanine_Aminotransferase_Level": 17.71360817, + "Aspartate_Aminotransferase_Level": 44.37834389, + "Creatinine_Level": 0.792698565, + "LDH_Level": 158.9532152, + "Calcium_Level": 9.201535444, + "Phosphorus_Level": 3.301591205, + "Glucose_Level": 117.6303538, + "Potassium_Level": 3.893300523, + "Sodium_Level": 135.369769, + "Smoking_Pack_Years": 50.71774384 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.87655648, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.18046255, + "White_Blood_Cell_Count": 7.396106831, + "Platelet_Count": 216.1980108, + "Albumin_Level": 3.775614586, + "Alkaline_Phosphatase_Level": 105.0317654, + "Alanine_Aminotransferase_Level": 27.65258881, + "Aspartate_Aminotransferase_Level": 47.68203492, + "Creatinine_Level": 1.047100396, + "LDH_Level": 158.8930616, + "Calcium_Level": 9.99354155, + "Phosphorus_Level": 3.645946841, + "Glucose_Level": 71.32984189, + "Potassium_Level": 3.612501895, + "Sodium_Level": 142.3387748, + "Smoking_Pack_Years": 24.45927516 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.81215141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": 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"Aspartate_Aminotransferase_Level": 34.70777216, + "Creatinine_Level": 1.407523694, + "LDH_Level": 119.8278595, + "Calcium_Level": 10.1696024, + "Phosphorus_Level": 3.379811552, + "Glucose_Level": 89.61337268, + "Potassium_Level": 4.934398603, + "Sodium_Level": 140.8797856, + "Smoking_Pack_Years": 61.45449333 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.89768492, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 67, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.49047415, + "White_Blood_Cell_Count": 4.931626442, + "Platelet_Count": 183.6236058, + "Albumin_Level": 4.101633006, + "Alkaline_Phosphatase_Level": 63.61321549, + "Alanine_Aminotransferase_Level": 34.33947374, + "Aspartate_Aminotransferase_Level": 31.33866582, + "Creatinine_Level": 1.120185818, + "LDH_Level": 159.6027891, + "Calcium_Level": 9.943761768, + "Phosphorus_Level": 3.459995852, + "Glucose_Level": 105.4422671, + "Potassium_Level": 4.826428936, + "Sodium_Level": 142.7374651, + "Smoking_Pack_Years": 53.58438747 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.53628068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.24571888, + "White_Blood_Cell_Count": 8.112642408, + "Platelet_Count": 151.4216074, + "Albumin_Level": 4.044470057, + "Alkaline_Phosphatase_Level": 38.74362114, + "Alanine_Aminotransferase_Level": 11.5918208, + "Aspartate_Aminotransferase_Level": 12.33170089, + "Creatinine_Level": 0.823384702, + "LDH_Level": 146.4684668, + "Calcium_Level": 8.02728117, + "Phosphorus_Level": 2.75752318, + "Glucose_Level": 125.346851, + "Potassium_Level": 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"Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.1080027, + "White_Blood_Cell_Count": 4.296700278, + "Platelet_Count": 397.6368447, + "Albumin_Level": 3.89616407, + "Alkaline_Phosphatase_Level": 89.3081645, + "Alanine_Aminotransferase_Level": 15.52785233, + "Aspartate_Aminotransferase_Level": 15.27054873, + "Creatinine_Level": 1.109236293, + "LDH_Level": 195.2690872, + "Calcium_Level": 8.040069674, + "Phosphorus_Level": 4.437529974, + "Glucose_Level": 83.85898652, + "Potassium_Level": 3.834518879, + "Sodium_Level": 143.1243063, + "Smoking_Pack_Years": 19.52345001 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.69784374, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.41971003, + "White_Blood_Cell_Count": 4.730067011, + "Platelet_Count": 419.4177107, + "Albumin_Level": 4.409845655, + "Alkaline_Phosphatase_Level": 68.9606376, + "Alanine_Aminotransferase_Level": 35.40758322, + "Aspartate_Aminotransferase_Level": 32.61383038, + "Creatinine_Level": 0.890790755, + "LDH_Level": 219.9948394, + "Calcium_Level": 9.283272358, + "Phosphorus_Level": 3.856420462, + "Glucose_Level": 71.97501514, + "Potassium_Level": 4.349065236, + "Sodium_Level": 142.5335072, + "Smoking_Pack_Years": 94.45747074 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.06600791, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.02831702, + "White_Blood_Cell_Count": 5.726936259, + "Platelet_Count": 197.638039, + "Albumin_Level": 3.126317938, + "Alkaline_Phosphatase_Level": 59.1403666, + "Alanine_Aminotransferase_Level": 24.93853882, + "Aspartate_Aminotransferase_Level": 18.07738859, + "Creatinine_Level": 1.376260185, + "LDH_Level": 144.1419433, + "Calcium_Level": 9.079069835, + "Phosphorus_Level": 3.904278729, + "Glucose_Level": 109.81851, + "Potassium_Level": 4.798811146, + "Sodium_Level": 136.1382475, + "Smoking_Pack_Years": 64.83742782 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.71020762, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.0207787, + "White_Blood_Cell_Count": 4.896476964, + "Platelet_Count": 160.4512122, + "Albumin_Level": 3.102226029, + "Alkaline_Phosphatase_Level": 108.4006614, + "Alanine_Aminotransferase_Level": 18.50439301, + "Aspartate_Aminotransferase_Level": 33.44685986, + "Creatinine_Level": 1.423405071, + "LDH_Level": 192.7018261, + "Calcium_Level": 9.014123522, + "Phosphorus_Level": 4.772148616, + "Glucose_Level": 96.59135746, + "Potassium_Level": 3.929169008, + "Sodium_Level": 135.4780048, + "Smoking_Pack_Years": 64.8054144 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.85274439, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.43928005, + "White_Blood_Cell_Count": 5.474102772, + "Platelet_Count": 356.2868039, + "Albumin_Level": 3.403946621, + "Alkaline_Phosphatase_Level": 73.17081113, + "Alanine_Aminotransferase_Level": 14.32934706, + "Aspartate_Aminotransferase_Level": 41.40651735, + "Creatinine_Level": 0.773083534, + "LDH_Level": 239.2264791, + "Calcium_Level": 9.655162753, + "Phosphorus_Level": 4.772691531, + "Glucose_Level": 75.14529251, + "Potassium_Level": 4.498860402, + "Sodium_Level": 142.8112375, + "Smoking_Pack_Years": 79.71872166 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.17662948, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.96590723, + "White_Blood_Cell_Count": 5.929815549, + "Platelet_Count": 209.6412122, + "Albumin_Level": 4.539912219, + "Alkaline_Phosphatase_Level": 57.1439296, + "Alanine_Aminotransferase_Level": 36.66928496, + "Aspartate_Aminotransferase_Level": 14.97043936, + "Creatinine_Level": 1.446152307, + "LDH_Level": 195.6991434, + "Calcium_Level": 9.141166929, + "Phosphorus_Level": 4.190771863, + "Glucose_Level": 109.4418273, + "Potassium_Level": 4.324251532, + "Sodium_Level": 138.0092942, + "Smoking_Pack_Years": 50.8755208 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.70185107, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.26296974, + "White_Blood_Cell_Count": 9.217328342, + "Platelet_Count": 170.2837772, + "Albumin_Level": 3.235065792, + "Alkaline_Phosphatase_Level": 69.36626994, + "Alanine_Aminotransferase_Level": 33.70631712, + "Aspartate_Aminotransferase_Level": 15.94248934, + "Creatinine_Level": 1.370256522, + "LDH_Level": 144.4903596, + "Calcium_Level": 8.052192402, + "Phosphorus_Level": 4.852457449, + "Glucose_Level": 104.3583672, + "Potassium_Level": 4.839062036, + "Sodium_Level": 139.4682166, + "Smoking_Pack_Years": 38.99559324 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.93476564, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.46006087, + "White_Blood_Cell_Count": 3.994855874, + "Platelet_Count": 419.7840673, + "Albumin_Level": 3.655053609, + "Alkaline_Phosphatase_Level": 62.96293237, + "Alanine_Aminotransferase_Level": 30.28876592, + "Aspartate_Aminotransferase_Level": 10.93135079, + "Creatinine_Level": 0.8735769, + "LDH_Level": 172.0634077, + "Calcium_Level": 8.075540523, + "Phosphorus_Level": 4.817223018, + "Glucose_Level": 94.01039872, + "Potassium_Level": 3.681593882, + "Sodium_Level": 140.2348732, + "Smoking_Pack_Years": 3.1730739 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.60983922, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.22500072, + "White_Blood_Cell_Count": 5.234406776, + "Platelet_Count": 302.3230286, + "Albumin_Level": 4.150993637, + "Alkaline_Phosphatase_Level": 98.43366036, + "Alanine_Aminotransferase_Level": 20.91122184, + "Aspartate_Aminotransferase_Level": 44.86655614, + "Creatinine_Level": 1.428593924, + "LDH_Level": 239.8854682, + "Calcium_Level": 10.34878628, + "Phosphorus_Level": 4.465047438, + "Glucose_Level": 79.17932686, + "Potassium_Level": 3.655375366, + "Sodium_Level": 137.3613203, + "Smoking_Pack_Years": 66.26551138 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.11206645, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.50053311, + "White_Blood_Cell_Count": 6.101015077, + "Platelet_Count": 400.6030523, + "Albumin_Level": 4.02879344, + "Alkaline_Phosphatase_Level": 119.6506669, + "Alanine_Aminotransferase_Level": 20.46051024, + "Aspartate_Aminotransferase_Level": 40.32599371, + "Creatinine_Level": 1.437230262, + "LDH_Level": 115.5334425, + "Calcium_Level": 8.893682967, + "Phosphorus_Level": 4.647498479, + "Glucose_Level": 122.9909028, + "Potassium_Level": 4.52050612, + "Sodium_Level": 137.082562, + "Smoking_Pack_Years": 64.3118197 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.33390599, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.78296263, + "White_Blood_Cell_Count": 7.101685406, + "Platelet_Count": 346.6853143, + "Albumin_Level": 3.643810594, + "Alkaline_Phosphatase_Level": 93.98675094, + "Alanine_Aminotransferase_Level": 10.70164285, + "Aspartate_Aminotransferase_Level": 16.26843664, + "Creatinine_Level": 0.717220973, + "LDH_Level": 245.8420947, + "Calcium_Level": 10.08235276, + "Phosphorus_Level": 3.796236602, + "Glucose_Level": 92.35730898, + "Potassium_Level": 3.570033872, + "Sodium_Level": 143.4591436, + "Smoking_Pack_Years": 25.09725704 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.67634607, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 61.66470901, + "Alanine_Aminotransferase_Level": 21.8735425, + "Aspartate_Aminotransferase_Level": 34.27137276, + "Creatinine_Level": 0.863993358, + "LDH_Level": 122.910855, + "Calcium_Level": 8.524315001, + "Phosphorus_Level": 3.547349134, + "Glucose_Level": 118.3264278, + "Potassium_Level": 4.037912874, + "Sodium_Level": 138.237634, + "Smoking_Pack_Years": 28.79514758 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.53809404, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.39573942, + "White_Blood_Cell_Count": 8.363842537, + "Platelet_Count": 192.9477842, + "Albumin_Level": 4.885820151, + "Alkaline_Phosphatase_Level": 64.0587985, + "Alanine_Aminotransferase_Level": 8.965389013, + "Aspartate_Aminotransferase_Level": 31.7552322, + "Creatinine_Level": 0.548525987, + "LDH_Level": 208.4098549, + "Calcium_Level": 9.916895773, + "Phosphorus_Level": 3.418401374, + "Glucose_Level": 140.4266861, + "Potassium_Level": 4.632293958, + "Sodium_Level": 143.8280682, + "Smoking_Pack_Years": 4.94372526 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.34225107, + "White_Blood_Cell_Count": 3.842726916, + "Platelet_Count": 307.2069715, + "Albumin_Level": 3.110767866, + "Alkaline_Phosphatase_Level": 67.5565733, + "Alanine_Aminotransferase_Level": 22.31281231, + "Aspartate_Aminotransferase_Level": 33.30703455, + "Creatinine_Level": 1.249398367, + "LDH_Level": 206.9208182, + "Calcium_Level": 8.464789481, + "Phosphorus_Level": 4.084255179, + "Glucose_Level": 81.96053977, + "Potassium_Level": 4.810424471, + "Sodium_Level": 140.4627905, + "Smoking_Pack_Years": 93.93880482 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.23971617, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.64701589, + "White_Blood_Cell_Count": 7.972690251, + "Platelet_Count": 176.23189, + "Albumin_Level": 4.919034098, + "Alkaline_Phosphatase_Level": 77.60501638, + "Alanine_Aminotransferase_Level": 14.99463195, + "Aspartate_Aminotransferase_Level": 48.05706111, + "Creatinine_Level": 0.667002356, + "LDH_Level": 167.1771668, + "Calcium_Level": 10.03915356, + "Phosphorus_Level": 4.850715382, + "Glucose_Level": 70.12974831, + "Potassium_Level": 3.503920672, + "Sodium_Level": 140.0303975, + "Smoking_Pack_Years": 29.72798317 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.85215215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.78959006, + "White_Blood_Cell_Count": 4.431042859, + "Platelet_Count": 366.7839007, + "Albumin_Level": 4.335463916, + "Alkaline_Phosphatase_Level": 81.75050271, + "Alanine_Aminotransferase_Level": 17.13455951, + "Aspartate_Aminotransferase_Level": 45.95279103, + "Creatinine_Level": 0.533960535, + "LDH_Level": 119.4900057, + "Calcium_Level": 9.0167351, + "Phosphorus_Level": 3.718250919, + "Glucose_Level": 94.27924688, + "Potassium_Level": 4.779844572, + "Sodium_Level": 137.1268399, + "Smoking_Pack_Years": 24.3411939 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.35727214, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.30899047, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.73214566, + "White_Blood_Cell_Count": 4.106593865, + "Platelet_Count": 317.326128, + "Albumin_Level": 3.086049158, + "Alkaline_Phosphatase_Level": 69.55765876, + "Alanine_Aminotransferase_Level": 12.15985898, + "Aspartate_Aminotransferase_Level": 20.10184311, + "Creatinine_Level": 1.382073728, + "LDH_Level": 203.8171495, + "Calcium_Level": 8.017110551, + "Phosphorus_Level": 3.971728943, + "Glucose_Level": 73.14442519, + "Potassium_Level": 4.509441509, + "Sodium_Level": 140.0644335, + "Smoking_Pack_Years": 36.53890644 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.33913644, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.1303443, + "White_Blood_Cell_Count": 9.944328742, + "Platelet_Count": 182.6321133, + "Albumin_Level": 4.439757058, + "Alkaline_Phosphatase_Level": 63.61903779, + "Alanine_Aminotransferase_Level": 10.64008847, + "Aspartate_Aminotransferase_Level": 14.94711727, + "Creatinine_Level": 0.844686929, + "LDH_Level": 172.7064722, + "Calcium_Level": 10.11683634, + "Phosphorus_Level": 3.4202231, + "Glucose_Level": 98.51158234, + "Potassium_Level": 4.87783625, + "Sodium_Level": 137.3839809, + "Smoking_Pack_Years": 63.88097925 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.84551105, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.59622599, + "White_Blood_Cell_Count": 5.539851627, + "Platelet_Count": 154.3847324, + "Albumin_Level": 4.00687377, + "Alkaline_Phosphatase_Level": 94.53181817, + "Alanine_Aminotransferase_Level": 17.0940327, + "Aspartate_Aminotransferase_Level": 30.61644697, + "Creatinine_Level": 1.302792223, + "LDH_Level": 241.27558, + "Calcium_Level": 8.811720816, + "Phosphorus_Level": 4.178999891, + "Glucose_Level": 84.31398681, + "Potassium_Level": 3.780937058, + "Sodium_Level": 142.4602754, + "Smoking_Pack_Years": 28.57514289 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.94220412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.24692833, + "White_Blood_Cell_Count": 9.604544868, + "Platelet_Count": 347.9360287, + "Albumin_Level": 4.421518001, + "Alkaline_Phosphatase_Level": 105.8948573, + "Alanine_Aminotransferase_Level": 18.99523117, + "Aspartate_Aminotransferase_Level": 18.95188821, + "Creatinine_Level": 0.543073138, + "LDH_Level": 231.8321716, + "Calcium_Level": 9.0820096, + "Phosphorus_Level": 4.254998957, + "Glucose_Level": 83.19984592, + "Potassium_Level": 3.959383758, + "Sodium_Level": 138.1008277, + "Smoking_Pack_Years": 58.34989953 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.90324817, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Aspartate_Aminotransferase_Level": 28.31055374, + "Creatinine_Level": 0.775961814, + "LDH_Level": 177.2077571, + "Calcium_Level": 8.408094018, + "Phosphorus_Level": 2.776988736, + "Glucose_Level": 134.8425944, + "Potassium_Level": 4.889886559, + "Sodium_Level": 141.0009459, + "Smoking_Pack_Years": 24.82856735 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.23336061, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 61, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.21556256, + "White_Blood_Cell_Count": 8.738136397, + "Platelet_Count": 436.8613362, + "Albumin_Level": 4.810254798, + "Alkaline_Phosphatase_Level": 36.90903001, + "Alanine_Aminotransferase_Level": 38.03441262, + "Aspartate_Aminotransferase_Level": 49.13204403, + "Creatinine_Level": 1.230890083, + "LDH_Level": 123.5354473, + "Calcium_Level": 9.442187456, + "Phosphorus_Level": 4.458480491, + "Glucose_Level": 108.6040988, + "Potassium_Level": 4.115903582, + "Sodium_Level": 141.2778337, + "Smoking_Pack_Years": 25.60876402 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.11161258, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.35833454, + "White_Blood_Cell_Count": 7.812900235, + "Platelet_Count": 305.9289998, + "Albumin_Level": 3.933650647, + "Alkaline_Phosphatase_Level": 91.70067454, + "Alanine_Aminotransferase_Level": 19.11477387, + "Aspartate_Aminotransferase_Level": 41.73566378, + "Creatinine_Level": 1.258165838, + "LDH_Level": 212.8053872, + "Calcium_Level": 10.49914634, + "Phosphorus_Level": 3.363883873, + "Glucose_Level": 98.38535998, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.55055441, + "White_Blood_Cell_Count": 7.271736084, + "Platelet_Count": 426.2646644, + "Albumin_Level": 4.70947455, + "Alkaline_Phosphatase_Level": 91.48602086, + "Alanine_Aminotransferase_Level": 8.147644667, + "Aspartate_Aminotransferase_Level": 14.7359446, + "Creatinine_Level": 1.049890632, + "LDH_Level": 147.4459068, + "Calcium_Level": 10.41833602, + "Phosphorus_Level": 2.950674907, + "Glucose_Level": 75.09701088, + "Potassium_Level": 4.608922129, + "Sodium_Level": 139.082252, + "Smoking_Pack_Years": 52.72752582 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.46233514, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.87094023, + "White_Blood_Cell_Count": 5.214888754, + "Platelet_Count": 282.8066517, + "Albumin_Level": 4.096451266, + "Alkaline_Phosphatase_Level": 89.30006418, + "Alanine_Aminotransferase_Level": 19.0027529, + "Aspartate_Aminotransferase_Level": 26.93736355, + "Creatinine_Level": 1.023116399, + "LDH_Level": 133.1852091, + "Calcium_Level": 10.36576216, + "Phosphorus_Level": 4.393706435, + "Glucose_Level": 75.62525316, + "Potassium_Level": 3.874573506, + "Sodium_Level": 141.8769439, + "Smoking_Pack_Years": 57.82362991 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.83314451, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.24965878, + "White_Blood_Cell_Count": 5.694377784, + "Platelet_Count": 161.1875088, + "Albumin_Level": 3.433957099, + "Alkaline_Phosphatase_Level": 30.08203916, + "Alanine_Aminotransferase_Level": 26.32362116, + "Aspartate_Aminotransferase_Level": 14.60440966, + "Creatinine_Level": 1.412309816, + "LDH_Level": 184.2681539, + "Calcium_Level": 9.728825792, + "Phosphorus_Level": 3.225821334, + "Glucose_Level": 96.3099123, + "Potassium_Level": 4.291489564, + "Sodium_Level": 144.2306954, + "Smoking_Pack_Years": 48.35312208 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.81334011, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.94433873, + "White_Blood_Cell_Count": 3.80394558, + "Platelet_Count": 367.8505158, + "Albumin_Level": 3.994917841, + "Alkaline_Phosphatase_Level": 78.38961867, + "Alanine_Aminotransferase_Level": 39.330907, + "Aspartate_Aminotransferase_Level": 17.36153717, + "Creatinine_Level": 1.301186727, + "LDH_Level": 167.2365498, + "Calcium_Level": 8.214860566, + "Phosphorus_Level": 3.008424268, + "Glucose_Level": 107.1369457, + "Potassium_Level": 4.597047005, + "Sodium_Level": 137.2526936, + "Smoking_Pack_Years": 83.78952067 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.00626654, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.51403785, + "White_Blood_Cell_Count": 7.767398975, + "Platelet_Count": 234.2103376, + "Albumin_Level": 4.802543126, + "Alkaline_Phosphatase_Level": 67.86160833, + "Alanine_Aminotransferase_Level": 39.44448026, + "Aspartate_Aminotransferase_Level": 33.69732327, + "Creatinine_Level": 0.745938824, + "LDH_Level": 215.3298822, + "Calcium_Level": 9.818429473, + "Phosphorus_Level": 3.988010354, + "Glucose_Level": 122.0941029, + "Potassium_Level": 4.263483318, + "Sodium_Level": 137.7144161, + "Smoking_Pack_Years": 99.9509328 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.57447365, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.70601678, + "White_Blood_Cell_Count": 6.227587058, + "Platelet_Count": 346.8789482, + "Albumin_Level": 3.315376221, + "Alkaline_Phosphatase_Level": 79.19867937, + "Alanine_Aminotransferase_Level": 10.20909691, + "Aspartate_Aminotransferase_Level": 18.24241993, + "Creatinine_Level": 0.691829071, + "LDH_Level": 160.0381387, + "Calcium_Level": 10.0218452, + "Phosphorus_Level": 4.824393983, + "Glucose_Level": 147.9706206, + "Potassium_Level": 3.756543253, + "Sodium_Level": 139.1588859, + "Smoking_Pack_Years": 42.0017783 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.53048289, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.8282584, + "White_Blood_Cell_Count": 9.203917741, + "Platelet_Count": 202.494162, + "Albumin_Level": 3.373359661, + "Alkaline_Phosphatase_Level": 60.3753809, + "Alanine_Aminotransferase_Level": 28.08452107, + "Aspartate_Aminotransferase_Level": 15.28883305, + "Creatinine_Level": 1.105285837, + "LDH_Level": 198.8600293, + "Calcium_Level": 9.574208271, + "Phosphorus_Level": 3.876663174, + "Glucose_Level": 129.4524149, + "Potassium_Level": 4.404142542, + "Sodium_Level": 144.0349525, + "Smoking_Pack_Years": 69.48992723 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.53683369, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.71625807, + "White_Blood_Cell_Count": 7.501959789, + "Platelet_Count": 239.0515407, + "Albumin_Level": 4.810618194, + "Alkaline_Phosphatase_Level": 81.69692286, + "Alanine_Aminotransferase_Level": 19.95582648, + "Aspartate_Aminotransferase_Level": 26.00629819, + "Creatinine_Level": 0.871817817, + "LDH_Level": 129.3472439, + "Calcium_Level": 8.316030676, + "Phosphorus_Level": 2.892064492, + "Glucose_Level": 127.1912153, + "Potassium_Level": 4.02791678, + "Sodium_Level": 135.0077161, + "Smoking_Pack_Years": 4.029492642 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.11007691, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.94762668, + "White_Blood_Cell_Count": 5.784361985, + "Platelet_Count": 288.8465816, + "Albumin_Level": 3.146601826, + "Alkaline_Phosphatase_Level": 43.28246629, + "Alanine_Aminotransferase_Level": 25.55644694, + "Aspartate_Aminotransferase_Level": 48.18123837, + "Creatinine_Level": 0.51607464, + "LDH_Level": 142.5581207, + "Calcium_Level": 8.421041549, + "Phosphorus_Level": 3.311231257, + "Glucose_Level": 76.46655674, + "Potassium_Level": 4.55714358, + "Sodium_Level": 144.6918284, + "Smoking_Pack_Years": 30.36233118 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.07190979, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 6.12005755, + "Aspartate_Aminotransferase_Level": 28.24140208, + "Creatinine_Level": 1.176384388, + "LDH_Level": 196.8160944, + "Calcium_Level": 9.23120211, + "Phosphorus_Level": 4.6972638, + "Glucose_Level": 71.89018077, + "Potassium_Level": 3.837935163, + "Sodium_Level": 140.2919972, + "Smoking_Pack_Years": 16.98635348 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.08994123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.90206482, + "White_Blood_Cell_Count": 5.936456565, + "Platelet_Count": 219.7359092, + "Albumin_Level": 3.044715658, + "Alkaline_Phosphatase_Level": 113.3852374, + "Alanine_Aminotransferase_Level": 22.44384929, + "Aspartate_Aminotransferase_Level": 27.6656801, + "Creatinine_Level": 0.733876103, + "LDH_Level": 150.1127879, + "Calcium_Level": 8.55840439, + "Phosphorus_Level": 3.103587835, + "Glucose_Level": 82.67695946, + "Potassium_Level": 4.112282165, + "Sodium_Level": 139.9895219, + "Smoking_Pack_Years": 85.7002776 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.82867644, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.73442015, + "White_Blood_Cell_Count": 5.849934574, + "Platelet_Count": 263.8471975, + "Albumin_Level": 4.65336819, + "Alkaline_Phosphatase_Level": 38.74523512, + "Alanine_Aminotransferase_Level": 24.09520999, + "Aspartate_Aminotransferase_Level": 30.45292127, + "Creatinine_Level": 1.34951529, + "LDH_Level": 219.8141623, + "Calcium_Level": 9.748340137, + "Phosphorus_Level": 4.880040911, + "Glucose_Level": 71.19028747, + "Potassium_Level": 4.284434927, + "Sodium_Level": 140.160002, + "Smoking_Pack_Years": 70.74863241 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.37681153, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 21.6769375, + "Aspartate_Aminotransferase_Level": 27.67237748, + "Creatinine_Level": 1.475836788, + "LDH_Level": 212.4564116, + "Calcium_Level": 9.830400707, + "Phosphorus_Level": 4.208191211, + "Glucose_Level": 104.2177809, + "Potassium_Level": 4.109358775, + "Sodium_Level": 144.6460233, + "Smoking_Pack_Years": 5.688301246 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.34849749, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.15084694, + "White_Blood_Cell_Count": 8.623349188, + "Platelet_Count": 277.7447572, + "Albumin_Level": 3.971700107, + "Alkaline_Phosphatase_Level": 35.63826504, + "Alanine_Aminotransferase_Level": 24.4556103, + "Aspartate_Aminotransferase_Level": 18.54712604, + "Creatinine_Level": 1.240755019, + "LDH_Level": 214.1491219, + "Calcium_Level": 9.345820329, + "Phosphorus_Level": 4.61894179, + "Glucose_Level": 87.78276849, + "Potassium_Level": 3.522701283, + "Sodium_Level": 136.0316078, + "Smoking_Pack_Years": 56.31752166 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.33340773, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.64331452, + "White_Blood_Cell_Count": 8.520373345, + "Platelet_Count": 164.8203501, + "Albumin_Level": 3.050875177, + "Alkaline_Phosphatase_Level": 70.81798175, + "Alanine_Aminotransferase_Level": 25.43447709, + "Aspartate_Aminotransferase_Level": 43.61590008, + "Creatinine_Level": 0.747394543, + "LDH_Level": 145.5413586, + "Calcium_Level": 8.023687536, + "Phosphorus_Level": 3.514406224, + "Glucose_Level": 109.4681866, + "Potassium_Level": 4.806603034, + "Sodium_Level": 136.8307908, + "Smoking_Pack_Years": 96.68127776 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.43609068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.9980361, + "White_Blood_Cell_Count": 8.492322674, + "Platelet_Count": 448.7453891, + "Albumin_Level": 4.037677615, + "Alkaline_Phosphatase_Level": 65.80495635, + "Alanine_Aminotransferase_Level": 12.84072376, + "Aspartate_Aminotransferase_Level": 43.02104869, + "Creatinine_Level": 0.564755751, + "LDH_Level": 135.0252393, + "Calcium_Level": 9.807252729, + "Phosphorus_Level": 2.805163148, + "Glucose_Level": 137.244072, + "Potassium_Level": 3.582932887, + "Sodium_Level": 140.1680453, + "Smoking_Pack_Years": 54.35949575 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.22592167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.703668, + "White_Blood_Cell_Count": 5.317171079, + "Platelet_Count": 164.9251252, + "Albumin_Level": 3.194261913, + "Alkaline_Phosphatase_Level": 111.5698501, + "Alanine_Aminotransferase_Level": 13.94651562, + "Aspartate_Aminotransferase_Level": 16.37920055, + "Creatinine_Level": 0.530634435, + "LDH_Level": 142.9858606, + "Calcium_Level": 8.672596015, + "Phosphorus_Level": 3.571641681, + "Glucose_Level": 147.3804304, + "Potassium_Level": 4.518696051, + "Sodium_Level": 141.1298131, + "Smoking_Pack_Years": 72.63317174 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.24908196, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.91327867, + "White_Blood_Cell_Count": 7.526777105, + "Platelet_Count": 374.9939412, + "Albumin_Level": 3.934510598, + "Alkaline_Phosphatase_Level": 83.48142738, + "Alanine_Aminotransferase_Level": 39.95204602, + "Aspartate_Aminotransferase_Level": 32.262881, + "Creatinine_Level": 0.825579323, + "LDH_Level": 228.9670645, + "Calcium_Level": 9.985489577, + "Phosphorus_Level": 3.006872655, + "Glucose_Level": 138.1618375, + "Potassium_Level": 3.660424826, + "Sodium_Level": 141.7452478, + "Smoking_Pack_Years": 35.81350939 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.87045922, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.2141677, + "White_Blood_Cell_Count": 5.495147074, + "Platelet_Count": 395.0922106, + "Albumin_Level": 3.905534042, + "Alkaline_Phosphatase_Level": 53.02532831, + "Alanine_Aminotransferase_Level": 34.83793564, + "Aspartate_Aminotransferase_Level": 40.80141454, + "Creatinine_Level": 1.32437837, + "LDH_Level": 199.9542808, + "Calcium_Level": 8.031435386, + "Phosphorus_Level": 4.877537191, + "Glucose_Level": 77.57777906, + "Potassium_Level": 3.717814004, + "Sodium_Level": 144.2730375, + "Smoking_Pack_Years": 34.54049811 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.14775448, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.89808595, + "White_Blood_Cell_Count": 8.358058317, + "Platelet_Count": 162.8561401, + "Albumin_Level": 4.06435847, + "Alkaline_Phosphatase_Level": 52.64758166, + "Alanine_Aminotransferase_Level": 32.81539846, + "Aspartate_Aminotransferase_Level": 40.70408762, + "Creatinine_Level": 1.277217768, + "LDH_Level": 210.3022498, + "Calcium_Level": 9.420206856, + "Phosphorus_Level": 4.596155932, + "Glucose_Level": 113.1834866, + "Potassium_Level": 4.053936915, + "Sodium_Level": 140.3559922, + "Smoking_Pack_Years": 92.12984539 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.09312032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.36165696, + "White_Blood_Cell_Count": 8.191086655, + "Platelet_Count": 402.0276239, + "Albumin_Level": 3.565426401, + "Alkaline_Phosphatase_Level": 76.63471236, + "Alanine_Aminotransferase_Level": 33.93330537, + "Aspartate_Aminotransferase_Level": 13.00172104, + "Creatinine_Level": 1.216377221, + "LDH_Level": 176.8947308, + "Calcium_Level": 10.16517074, + "Phosphorus_Level": 2.649065854, + "Glucose_Level": 107.6326482, + "Potassium_Level": 3.724200201, + "Sodium_Level": 138.9296477, + "Smoking_Pack_Years": 44.68949 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.54274749, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.61655017, + "White_Blood_Cell_Count": 8.636573632, + "Platelet_Count": 212.3405952, + "Albumin_Level": 4.568933968, + "Alkaline_Phosphatase_Level": 82.07205892, + "Alanine_Aminotransferase_Level": 23.64164532, + "Aspartate_Aminotransferase_Level": 22.21974834, + "Creatinine_Level": 0.640753434, + "LDH_Level": 236.2426595, + "Calcium_Level": 8.903171748, + "Phosphorus_Level": 4.655663755, + "Glucose_Level": 99.57397745, + "Potassium_Level": 3.866457909, + "Sodium_Level": 136.9862425, + "Smoking_Pack_Years": 41.98853895 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.27821709, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.76091984, + "White_Blood_Cell_Count": 5.322284545, + "Platelet_Count": 431.913622, + "Albumin_Level": 3.121359309, + "Alkaline_Phosphatase_Level": 41.72433602, + "Alanine_Aminotransferase_Level": 7.218865517, + "Aspartate_Aminotransferase_Level": 35.10297882, + "Creatinine_Level": 0.950304528, + "LDH_Level": 100.8850378, + "Calcium_Level": 10.47716832, + "Phosphorus_Level": 3.915718663, + "Glucose_Level": 96.18819035, + "Potassium_Level": 4.506775702, + "Sodium_Level": 135.5191597, + "Smoking_Pack_Years": 62.20493189 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.20701667, + "Tumor_Location": 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96.76187365, + "Potassium_Level": 4.558076031, + "Sodium_Level": 141.915046, + "Smoking_Pack_Years": 55.03583361 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.96013776, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.94229445, + "White_Blood_Cell_Count": 9.245866134, + "Platelet_Count": 275.5464173, + "Albumin_Level": 4.435045487, + "Alkaline_Phosphatase_Level": 84.8956177, + "Alanine_Aminotransferase_Level": 38.90738128, + "Aspartate_Aminotransferase_Level": 40.77259127, + "Creatinine_Level": 0.866172069, + "LDH_Level": 200.8328611, + "Calcium_Level": 9.17053743, + "Phosphorus_Level": 3.314241983, + "Glucose_Level": 99.0670932, + "Potassium_Level": 3.942366098, + "Sodium_Level": 136.8505488, + "Smoking_Pack_Years": 22.59683853 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.55764686, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.54327573, + "White_Blood_Cell_Count": 5.927448984, + "Platelet_Count": 208.6465481, + "Albumin_Level": 3.024657731, + "Alkaline_Phosphatase_Level": 49.51104189, + "Alanine_Aminotransferase_Level": 39.25358021, + "Aspartate_Aminotransferase_Level": 45.19201877, + "Creatinine_Level": 1.100421888, + "LDH_Level": 233.9100528, + "Calcium_Level": 9.614118221, + "Phosphorus_Level": 2.843196636, + "Glucose_Level": 121.6734493, + "Potassium_Level": 4.087522446, + "Sodium_Level": 136.332035, + "Smoking_Pack_Years": 7.978521432 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.11633639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.6735091, + "White_Blood_Cell_Count": 8.75768493, + "Platelet_Count": 270.7947954, + "Albumin_Level": 3.871535288, + "Alkaline_Phosphatase_Level": 109.1812769, + "Alanine_Aminotransferase_Level": 37.63415752, + "Aspartate_Aminotransferase_Level": 36.44291678, + "Creatinine_Level": 0.920011934, + "LDH_Level": 103.4355743, + "Calcium_Level": 9.745048307, + "Phosphorus_Level": 3.04926154, + "Glucose_Level": 130.0286213, + "Potassium_Level": 4.878675769, + "Sodium_Level": 141.0526598, + "Smoking_Pack_Years": 43.62983297 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.71974255, + 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"Glucose_Level": 100.0481335, + "Potassium_Level": 3.720217217, + "Sodium_Level": 141.6369618, + "Smoking_Pack_Years": 50.93347266 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.0791311, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.94343131, + "White_Blood_Cell_Count": 6.24125351, + "Platelet_Count": 330.3427262, + "Albumin_Level": 4.386039082, + "Alkaline_Phosphatase_Level": 36.24058081, + "Alanine_Aminotransferase_Level": 26.51459176, + "Aspartate_Aminotransferase_Level": 13.98807402, + "Creatinine_Level": 0.511916875, + "LDH_Level": 199.8479229, + "Calcium_Level": 9.931518524, + "Phosphorus_Level": 3.892680812, + "Glucose_Level": 85.03786232, + "Potassium_Level": 4.599107305, + "Sodium_Level": 139.1210879, + "Smoking_Pack_Years": 90.98228959 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.8225889, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.45060926, + "White_Blood_Cell_Count": 8.5199904, + "Platelet_Count": 345.5722745, + "Albumin_Level": 4.847214831, + "Alkaline_Phosphatase_Level": 47.81169047, + "Alanine_Aminotransferase_Level": 19.65183773, + "Aspartate_Aminotransferase_Level": 30.29716245, + "Creatinine_Level": 0.658288052, + "LDH_Level": 138.7521939, + "Calcium_Level": 8.232026085, + "Phosphorus_Level": 4.614158608, + "Glucose_Level": 109.1272106, + "Potassium_Level": 3.517027993, + "Sodium_Level": 137.1468091, + "Smoking_Pack_Years": 39.99652451 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.47705532, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.32524362, + "White_Blood_Cell_Count": 4.355951412, + "Platelet_Count": 154.4693218, + "Albumin_Level": 4.1588722, + "Alkaline_Phosphatase_Level": 106.7051926, + "Alanine_Aminotransferase_Level": 14.49909438, + "Aspartate_Aminotransferase_Level": 20.5209597, + "Creatinine_Level": 1.062765381, + "LDH_Level": 162.8633416, + "Calcium_Level": 9.296134553, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 64.1723527, + "Alanine_Aminotransferase_Level": 28.0432815, + "Aspartate_Aminotransferase_Level": 41.60624302, + "Creatinine_Level": 1.088313471, + "LDH_Level": 199.5896732, + "Calcium_Level": 9.274191643, + "Phosphorus_Level": 4.589243344, + "Glucose_Level": 87.62287056, + "Potassium_Level": 4.852509771, + "Sodium_Level": 136.4891056, + "Smoking_Pack_Years": 41.8740146 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.51899062, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.88185883, + "White_Blood_Cell_Count": 3.704547761, + "Platelet_Count": 343.413168, + "Albumin_Level": 3.224830832, + "Alkaline_Phosphatase_Level": 31.15486651, + "Alanine_Aminotransferase_Level": 25.92330693, + "Aspartate_Aminotransferase_Level": 37.85475665, + "Creatinine_Level": 0.84982948, + "LDH_Level": 121.9088534, + "Calcium_Level": 10.00126775, + "Phosphorus_Level": 3.629799402, + "Glucose_Level": 102.5712308, + "Potassium_Level": 3.541768706, + "Sodium_Level": 144.686904, + "Smoking_Pack_Years": 30.16185794 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.372258, + "White_Blood_Cell_Count": 4.49720078, + "Platelet_Count": 370.7546554, + "Albumin_Level": 3.445391495, + "Alkaline_Phosphatase_Level": 64.42488581, + "Alanine_Aminotransferase_Level": 32.69875363, + "Aspartate_Aminotransferase_Level": 23.57774644, + "Creatinine_Level": 1.125760098, + "LDH_Level": 100.549406, + "Calcium_Level": 9.017821894, + "Phosphorus_Level": 2.971051003, + "Glucose_Level": 81.68713262, + "Potassium_Level": 4.284497692, + "Sodium_Level": 135.393798, + "Smoking_Pack_Years": 37.83434035 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.23157419, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.63916832, + "White_Blood_Cell_Count": 6.681811099, + "Platelet_Count": 349.5579866, + "Albumin_Level": 3.73624535, + "Alkaline_Phosphatase_Level": 58.2947944, + "Alanine_Aminotransferase_Level": 31.75347779, + "Aspartate_Aminotransferase_Level": 10.56214129, + "Creatinine_Level": 1.186959599, + "LDH_Level": 132.1500371, + "Calcium_Level": 9.6729112, + "Phosphorus_Level": 2.599904218, + "Glucose_Level": 113.5574761, + "Potassium_Level": 3.633634213, + "Sodium_Level": 143.5796811, + "Smoking_Pack_Years": 59.04240539 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.88730759, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.93192486, + "White_Blood_Cell_Count": 7.267817312, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.57471367, + "White_Blood_Cell_Count": 4.832823993, + "Platelet_Count": 190.4433642, + "Albumin_Level": 4.761932488, + "Alkaline_Phosphatase_Level": 117.2881909, + "Alanine_Aminotransferase_Level": 37.1119861, + "Aspartate_Aminotransferase_Level": 37.74533353, + "Creatinine_Level": 0.502616778, + "LDH_Level": 115.5276439, + "Calcium_Level": 9.628967427, + "Phosphorus_Level": 4.834811195, + "Glucose_Level": 104.9731123, + "Potassium_Level": 3.672850659, + "Sodium_Level": 144.1819859, + "Smoking_Pack_Years": 47.0666725 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.40169572, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Asian", + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.18948099, + "White_Blood_Cell_Count": 7.804799637, + "Platelet_Count": 359.1941538, + "Albumin_Level": 3.450883033, + "Alkaline_Phosphatase_Level": 71.30747594, + "Alanine_Aminotransferase_Level": 18.92940739, + "Aspartate_Aminotransferase_Level": 31.06157371, + "Creatinine_Level": 1.418564558, + "LDH_Level": 191.9384747, + "Calcium_Level": 10.1258015, + "Phosphorus_Level": 3.787809237, + "Glucose_Level": 80.28519536, + "Potassium_Level": 3.642420652, + "Sodium_Level": 142.3227806, + "Smoking_Pack_Years": 0.418086527 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.11717943, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.06037563, + "White_Blood_Cell_Count": 7.947360788, + "Platelet_Count": 372.2372243, + "Albumin_Level": 3.881595427, + "Alkaline_Phosphatase_Level": 113.2750124, + "Alanine_Aminotransferase_Level": 18.4840132, + "Aspartate_Aminotransferase_Level": 25.16607767, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.03107027, + "White_Blood_Cell_Count": 6.173589398, + "Platelet_Count": 334.7212968, + "Albumin_Level": 4.803087239, + "Alkaline_Phosphatase_Level": 43.54938765, + "Alanine_Aminotransferase_Level": 17.18031647, + "Aspartate_Aminotransferase_Level": 41.41603206, + "Creatinine_Level": 0.551509914, + "LDH_Level": 108.0343311, + "Calcium_Level": 9.540057667, + "Phosphorus_Level": 4.575249726, + "Glucose_Level": 123.6809976, + "Potassium_Level": 4.64147176, + "Sodium_Level": 135.7322374, + "Smoking_Pack_Years": 5.536422802 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.17277819, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 63.07138918 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.11038538, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.29527904, + "White_Blood_Cell_Count": 4.019178796, + "Platelet_Count": 263.6288599, + "Albumin_Level": 4.991820424, + "Alkaline_Phosphatase_Level": 36.52066691, + "Alanine_Aminotransferase_Level": 23.15011762, + 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"Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.05680344, + "White_Blood_Cell_Count": 8.669851965, + "Platelet_Count": 221.3087734, + "Albumin_Level": 4.15608949, + "Alkaline_Phosphatase_Level": 60.25942367, + "Alanine_Aminotransferase_Level": 30.38441471, + "Aspartate_Aminotransferase_Level": 17.32100818, + "Creatinine_Level": 1.45369852, + "LDH_Level": 151.2470297, + "Calcium_Level": 9.752507554, + "Phosphorus_Level": 3.501347928, + "Glucose_Level": 133.7719413, + "Potassium_Level": 3.566849716, + "Sodium_Level": 142.6531684, + "Smoking_Pack_Years": 26.29079547 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.21038398, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.65456624, + "White_Blood_Cell_Count": 8.431402007, + "Platelet_Count": 395.6337976, + "Albumin_Level": 3.461522713, + "Alkaline_Phosphatase_Level": 77.8048411, + "Alanine_Aminotransferase_Level": 30.7400038, + "Aspartate_Aminotransferase_Level": 21.3742424, + "Creatinine_Level": 1.114734934, + "LDH_Level": 100.1349818, + "Calcium_Level": 9.898925087, + "Phosphorus_Level": 2.699002904, + "Glucose_Level": 142.5973195, + "Potassium_Level": 4.103301606, + "Sodium_Level": 138.6192545, + "Smoking_Pack_Years": 20.58593567 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.72872849, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.41339371, + "White_Blood_Cell_Count": 9.469903082, + "Platelet_Count": 444.7294955, + "Albumin_Level": 4.344273633, + "Alkaline_Phosphatase_Level": 110.9892914, + "Alanine_Aminotransferase_Level": 32.19542074, + "Aspartate_Aminotransferase_Level": 32.64304237, + "Creatinine_Level": 0.66411747, + "LDH_Level": 196.960224, + "Calcium_Level": 9.674969925, + "Phosphorus_Level": 4.845352964, + "Glucose_Level": 92.87352391, + "Potassium_Level": 4.405070016, + "Sodium_Level": 139.4981604, + "Smoking_Pack_Years": 81.1427893 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.75281185, + "Tumor_Location": "Upper 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.10885275, + "White_Blood_Cell_Count": 4.592137088, + "Platelet_Count": 344.0876218, + "Albumin_Level": 4.385646374, + "Alkaline_Phosphatase_Level": 118.7976783, + "Alanine_Aminotransferase_Level": 23.48567285, + "Aspartate_Aminotransferase_Level": 11.01333559, + "Creatinine_Level": 1.032628156, + "LDH_Level": 209.5391771, + "Calcium_Level": 9.799441454, + "Phosphorus_Level": 4.256125353, + "Glucose_Level": 75.14020552, + "Potassium_Level": 4.159394438, + "Sodium_Level": 139.9419726, + "Smoking_Pack_Years": 95.80474067 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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10.12403967, + "Phosphorus_Level": 4.645103438, + "Glucose_Level": 106.3611514, + "Potassium_Level": 3.655862518, + "Sodium_Level": 138.6229392, + "Smoking_Pack_Years": 27.82869685 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.72684153, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.96605015, + "White_Blood_Cell_Count": 4.558647861, + "Platelet_Count": 316.646691, + "Albumin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.97981844, + "White_Blood_Cell_Count": 3.710843855, + "Platelet_Count": 412.3427576, + "Albumin_Level": 4.558666153, + "Alkaline_Phosphatase_Level": 64.44930815, + "Alanine_Aminotransferase_Level": 39.56351826, + "Aspartate_Aminotransferase_Level": 42.80527861, + "Creatinine_Level": 1.265152096, + "LDH_Level": 217.1954144, + "Calcium_Level": 8.662615516, + "Phosphorus_Level": 4.186999198, + "Glucose_Level": 76.7963849, + "Potassium_Level": 3.98874389, + "Sodium_Level": 135.5810777, + "Smoking_Pack_Years": 7.23564956 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.19730094, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.01255754, + "White_Blood_Cell_Count": 8.452044294, + "Platelet_Count": 272.6568403, + "Albumin_Level": 3.776210516, + "Alkaline_Phosphatase_Level": 71.64955146, + "Alanine_Aminotransferase_Level": 9.985221708, + "Aspartate_Aminotransferase_Level": 24.65728934, + "Creatinine_Level": 1.131193353, + "LDH_Level": 206.2770915, + "Calcium_Level": 9.667106535, + "Phosphorus_Level": 4.569709429, + "Glucose_Level": 137.564902, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.33085301, + "White_Blood_Cell_Count": 3.659478938, + "Platelet_Count": 293.8522, + "Albumin_Level": 3.201161648, + "Alkaline_Phosphatase_Level": 31.22160523, + "Alanine_Aminotransferase_Level": 18.98884826, + "Aspartate_Aminotransferase_Level": 36.66940312, + "Creatinine_Level": 0.612894679, + "LDH_Level": 108.2155038, + "Calcium_Level": 8.16796423, + "Phosphorus_Level": 4.837698308, + "Glucose_Level": 104.742972, + "Potassium_Level": 3.601073833, + "Sodium_Level": 142.5139494, + "Smoking_Pack_Years": 19.23523939 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.26765705, + "Tumor_Location": "Upper 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.21173017, + "White_Blood_Cell_Count": 6.838915336, + "Platelet_Count": 361.1684655, + "Albumin_Level": 4.353349978, + "Alkaline_Phosphatase_Level": 40.39323883, + "Alanine_Aminotransferase_Level": 7.998592637, + "Aspartate_Aminotransferase_Level": 15.76190894, + "Creatinine_Level": 1.205590566, + "LDH_Level": 151.3600113, + "Calcium_Level": 8.650681749, + "Phosphorus_Level": 3.806169164, + "Glucose_Level": 148.2769959, + "Potassium_Level": 3.751026952, + "Sodium_Level": 142.437356, + "Smoking_Pack_Years": 89.74732432 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.26944462, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.66225003, + "White_Blood_Cell_Count": 8.578643242, + "Platelet_Count": 426.8050819, + "Albumin_Level": 4.191089195, + "Alkaline_Phosphatase_Level": 99.29310371, + "Alanine_Aminotransferase_Level": 29.94531084, + "Aspartate_Aminotransferase_Level": 21.30700298, + "Creatinine_Level": 0.68769145, + "LDH_Level": 227.9290118, + "Calcium_Level": 8.089598695, + "Phosphorus_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.03429848, + "White_Blood_Cell_Count": 5.440342476, + "Platelet_Count": 261.6377235, + "Albumin_Level": 4.102267907, + "Alkaline_Phosphatase_Level": 94.24362982, + "Alanine_Aminotransferase_Level": 33.16506031, + "Aspartate_Aminotransferase_Level": 36.01287938, + "Creatinine_Level": 1.151069579, + "LDH_Level": 209.4463145, + "Calcium_Level": 10.4206933, + "Phosphorus_Level": 3.244566726, + "Glucose_Level": 147.8221957, + "Potassium_Level": 4.156861491, + "Sodium_Level": 142.0530946, + "Smoking_Pack_Years": 2.921313045 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.06232576, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.79589392, + "White_Blood_Cell_Count": 6.278239947, + "Platelet_Count": 369.3655505, + "Albumin_Level": 4.542907244, + "Alkaline_Phosphatase_Level": 35.89472682, + "Alanine_Aminotransferase_Level": 29.69278361, + "Aspartate_Aminotransferase_Level": 38.13924992, + "Creatinine_Level": 1.079891576, + "LDH_Level": 235.6422949, + "Calcium_Level": 10.13602822, + "Phosphorus_Level": 3.684666969, + "Glucose_Level": 102.6713589, + "Potassium_Level": 3.949216819, + "Sodium_Level": 142.9475585, + "Smoking_Pack_Years": 55.0096879 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.89897993, + "White_Blood_Cell_Count": 7.675142808, + "Platelet_Count": 223.6279381, + "Albumin_Level": 4.816922837, + "Alkaline_Phosphatase_Level": 46.66379079, + "Alanine_Aminotransferase_Level": 19.0427661, + "Aspartate_Aminotransferase_Level": 36.08808186, + "Creatinine_Level": 1.230923515, + "LDH_Level": 247.3265166, + "Calcium_Level": 8.149701484, + "Phosphorus_Level": 4.700233535, + "Glucose_Level": 136.0122031, + "Potassium_Level": 4.239003599, + "Sodium_Level": 144.4349403, + "Smoking_Pack_Years": 47.28555301 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.18102247, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.5594612, + "White_Blood_Cell_Count": 7.495868233, + "Platelet_Count": 253.3977017, + "Albumin_Level": 3.064104487, + "Alkaline_Phosphatase_Level": 72.51613594, + "Alanine_Aminotransferase_Level": 30.77382324, + "Aspartate_Aminotransferase_Level": 38.6306603, + "Creatinine_Level": 0.522348613, + "LDH_Level": 174.0270743, + "Calcium_Level": 10.00730034, + "Phosphorus_Level": 4.857575487, + "Glucose_Level": 132.2839791, + "Potassium_Level": 4.071228451, + 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"Aspartate_Aminotransferase_Level": 29.48376138, + "Creatinine_Level": 1.401977921, + "LDH_Level": 114.4976018, + "Calcium_Level": 8.359256538, + "Phosphorus_Level": 3.089013409, + "Glucose_Level": 85.0339077, + "Potassium_Level": 4.85934578, + "Sodium_Level": 141.4866637, + "Smoking_Pack_Years": 92.54209269 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.11096767, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.70317528, + "White_Blood_Cell_Count": 6.958231485, + "Platelet_Count": 361.4233733, + "Albumin_Level": 3.439186301, + "Alkaline_Phosphatase_Level": 90.42532908, + "Alanine_Aminotransferase_Level": 17.95315386, + "Aspartate_Aminotransferase_Level": 39.99348359, + "Creatinine_Level": 0.88025344, + "LDH_Level": 179.2262422, + "Calcium_Level": 9.448527654, + "Phosphorus_Level": 4.09847552, + "Glucose_Level": 145.6131624, + "Potassium_Level": 3.756001516, + "Sodium_Level": 135.6825188, + "Smoking_Pack_Years": 42.03870465 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.15091581, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.69518012, + "White_Blood_Cell_Count": 9.714291486, + "Platelet_Count": 178.7844422, + "Albumin_Level": 3.248429166, + "Alkaline_Phosphatase_Level": 50.11610884, + "Alanine_Aminotransferase_Level": 37.56688236, + "Aspartate_Aminotransferase_Level": 25.25615701, + "Creatinine_Level": 1.2876067, + "LDH_Level": 110.7823011, + "Calcium_Level": 9.139100985, + "Phosphorus_Level": 3.756810226, + "Glucose_Level": 128.6632235, + "Potassium_Level": 4.22422448, + "Sodium_Level": 139.2280988, + "Smoking_Pack_Years": 46.13509015 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.22870706, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.3242953, + "White_Blood_Cell_Count": 5.429532687, + "Platelet_Count": 333.7075599, + "Albumin_Level": 3.946020356, + "Alkaline_Phosphatase_Level": 89.43534802, + "Alanine_Aminotransferase_Level": 10.79380782, + "Aspartate_Aminotransferase_Level": 31.02488013, + "Creatinine_Level": 1.026044169, + "LDH_Level": 194.1554596, + "Calcium_Level": 8.226118485, + "Phosphorus_Level": 2.673083962, + "Glucose_Level": 103.5796436, + "Potassium_Level": 4.969925949, + "Sodium_Level": 137.4707951, + "Smoking_Pack_Years": 40.50998312 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.10424752, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.06604222, + "White_Blood_Cell_Count": 6.370779728, + "Platelet_Count": 251.8878234, + "Albumin_Level": 3.392889203, + "Alkaline_Phosphatase_Level": 76.81076607, + "Alanine_Aminotransferase_Level": 33.544271, + "Aspartate_Aminotransferase_Level": 33.84682403, + "Creatinine_Level": 1.002551864, + "LDH_Level": 149.995961, + "Calcium_Level": 9.653053837, + "Phosphorus_Level": 3.532041133, + "Glucose_Level": 77.22300165, + "Potassium_Level": 4.498879426, + "Sodium_Level": 138.7583274, + "Smoking_Pack_Years": 51.0975674 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.78909258, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.61151911, + "White_Blood_Cell_Count": 8.080222161, + "Platelet_Count": 346.6851503, + "Albumin_Level": 4.726200917, + "Alkaline_Phosphatase_Level": 106.6257411, + "Alanine_Aminotransferase_Level": 6.24494321, + "Aspartate_Aminotransferase_Level": 10.37433876, + "Creatinine_Level": 0.89045517, + "LDH_Level": 191.6927937, + "Calcium_Level": 10.12564198, + "Phosphorus_Level": 4.229648832, + "Glucose_Level": 83.47236378, + "Potassium_Level": 4.415410301, + "Sodium_Level": 138.001518, + "Smoking_Pack_Years": 18.28868157 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.95999487, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.02801733, + "White_Blood_Cell_Count": 7.838015468, + "Platelet_Count": 358.3509634, + "Albumin_Level": 4.906904896, + "Alkaline_Phosphatase_Level": 59.49590183, + "Alanine_Aminotransferase_Level": 28.61595603, + "Aspartate_Aminotransferase_Level": 22.8402522, + "Creatinine_Level": 1.155015358, + "LDH_Level": 122.8147877, + "Calcium_Level": 10.49909039, + "Phosphorus_Level": 3.422224635, + "Glucose_Level": 82.78112417, + "Potassium_Level": 4.256469443, + "Sodium_Level": 135.4151335, + "Smoking_Pack_Years": 61.75939636 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.02440438, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.36538208, + "White_Blood_Cell_Count": 5.012262532, + "Platelet_Count": 206.6244112, + "Albumin_Level": 3.042965161, + "Alkaline_Phosphatase_Level": 30.89079872, + "Alanine_Aminotransferase_Level": 32.48333396, + "Aspartate_Aminotransferase_Level": 40.7804431, + "Creatinine_Level": 1.348707069, + "LDH_Level": 165.8855665, + "Calcium_Level": 9.158877348, + "Phosphorus_Level": 4.495012624, + "Glucose_Level": 127.0196291, + "Potassium_Level": 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20.89297901, + "Aspartate_Aminotransferase_Level": 26.98190989, + "Creatinine_Level": 1.210167987, + "LDH_Level": 181.0690277, + "Calcium_Level": 9.046849742, + "Phosphorus_Level": 4.4736408, + "Glucose_Level": 99.08998232, + "Potassium_Level": 3.682516581, + "Sodium_Level": 139.9004442, + "Smoking_Pack_Years": 98.26252809 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.16496938, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.97538105, + "White_Blood_Cell_Count": 5.409511683, + "Platelet_Count": 297.7410428, + "Albumin_Level": 3.654593736, + "Alkaline_Phosphatase_Level": 31.64738368, + "Alanine_Aminotransferase_Level": 24.32520699, + "Aspartate_Aminotransferase_Level": 38.10108735, + "Creatinine_Level": 0.509978494, + "LDH_Level": 229.528078, + "Calcium_Level": 8.167531074, + "Phosphorus_Level": 2.652222103, + "Glucose_Level": 85.61365109, + "Potassium_Level": 3.582592347, + "Sodium_Level": 141.5992478, + "Smoking_Pack_Years": 50.3243387 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.54193155, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.60912911, + "White_Blood_Cell_Count": 6.884783771, + "Platelet_Count": 280.9275681, + "Albumin_Level": 4.185911162, + "Alkaline_Phosphatase_Level": 57.95536895, + "Alanine_Aminotransferase_Level": 13.06781455, + "Aspartate_Aminotransferase_Level": 23.21699851, + "Creatinine_Level": 1.273077346, + "LDH_Level": 199.4202166, + "Calcium_Level": 8.193268422, + "Phosphorus_Level": 4.757077252, + "Glucose_Level": 116.5176996, + "Potassium_Level": 4.158228417, + "Sodium_Level": 138.2461132, + "Smoking_Pack_Years": 23.3695057 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.10305374, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.3327292, + "White_Blood_Cell_Count": 6.492785648, + "Platelet_Count": 251.0424516, + "Albumin_Level": 3.245251086, + "Alkaline_Phosphatase_Level": 71.58914278, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.25033146, + "White_Blood_Cell_Count": 7.608674902, + "Platelet_Count": 416.5206514, + "Albumin_Level": 3.222012203, + "Alkaline_Phosphatase_Level": 91.9587443, + "Alanine_Aminotransferase_Level": 14.81966896, + "Aspartate_Aminotransferase_Level": 31.62741246, + "Creatinine_Level": 0.589181232, + "LDH_Level": 107.9169045, + "Calcium_Level": 9.198513446, + "Phosphorus_Level": 2.668986994, + "Glucose_Level": 91.57432258, + "Potassium_Level": 3.83718798, + "Sodium_Level": 140.4428066, + "Smoking_Pack_Years": 26.93650009 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.17480013, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.1179586, + "White_Blood_Cell_Count": 5.797916955, + "Platelet_Count": 440.0871895, + "Albumin_Level": 4.940586238, + "Alkaline_Phosphatase_Level": 106.128373, + "Alanine_Aminotransferase_Level": 13.06215186, + "Aspartate_Aminotransferase_Level": 45.79368527, + "Creatinine_Level": 1.090278246, + "LDH_Level": 113.1576992, + "Calcium_Level": 10.26074419, + "Phosphorus_Level": 4.314693104, + "Glucose_Level": 137.0569578, + "Potassium_Level": 4.897490381, + "Sodium_Level": 141.2453336, + "Smoking_Pack_Years": 77.55911767 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.90028313, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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38.98259062, + "Aspartate_Aminotransferase_Level": 22.51053483, + "Creatinine_Level": 0.73968657, + "LDH_Level": 175.7882552, + "Calcium_Level": 9.152125022, + "Phosphorus_Level": 4.290916192, + "Glucose_Level": 142.4914779, + "Potassium_Level": 3.950436834, + "Sodium_Level": 137.1011064, + "Smoking_Pack_Years": 31.45410501 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.47514171, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.09713972, + "White_Blood_Cell_Count": 9.449011818, + "Platelet_Count": 240.4766343, + "Albumin_Level": 4.786930557, + "Alkaline_Phosphatase_Level": 111.2407267, + "Alanine_Aminotransferase_Level": 11.10818696, + "Aspartate_Aminotransferase_Level": 22.1579154, + "Creatinine_Level": 0.816943779, + "LDH_Level": 191.8670588, + "Calcium_Level": 8.839184118, + "Phosphorus_Level": 4.441911064, + "Glucose_Level": 128.0980534, + "Potassium_Level": 3.674490043, + "Sodium_Level": 142.5367155, + "Smoking_Pack_Years": 62.46111966 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.07733811, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.98422824, + "White_Blood_Cell_Count": 9.92128418, + "Platelet_Count": 335.339621, + "Albumin_Level": 3.172901439, + "Alkaline_Phosphatase_Level": 57.02070222, + "Alanine_Aminotransferase_Level": 26.25603128, + "Aspartate_Aminotransferase_Level": 18.78151222, + "Creatinine_Level": 0.970602931, + "LDH_Level": 187.4754796, + "Calcium_Level": 10.17810722, + "Phosphorus_Level": 4.538628068, + "Glucose_Level": 98.61300239, + "Potassium_Level": 3.821941705, + "Sodium_Level": 141.73931, + "Smoking_Pack_Years": 76.55801293 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.20897583, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.90515947, + "White_Blood_Cell_Count": 6.095872388, + "Platelet_Count": 227.6070553, + "Albumin_Level": 4.064823117, + "Alkaline_Phosphatase_Level": 95.0733452, + "Alanine_Aminotransferase_Level": 8.659052672, + "Aspartate_Aminotransferase_Level": 30.37291684, + "Creatinine_Level": 1.028546501, + "LDH_Level": 194.0873961, + "Calcium_Level": 10.01125589, + "Phosphorus_Level": 3.933308932, + "Glucose_Level": 136.4126266, + "Potassium_Level": 4.854754337, 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"Aspartate_Aminotransferase_Level": 20.0855656, + "Creatinine_Level": 0.532330871, + "LDH_Level": 119.3891252, + "Calcium_Level": 8.030019684, + "Phosphorus_Level": 4.683319843, + "Glucose_Level": 97.41236788, + "Potassium_Level": 4.701348153, + "Sodium_Level": 143.8098222, + "Smoking_Pack_Years": 63.09706884 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.28527257, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 101, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.87971852, + "White_Blood_Cell_Count": 9.248896775, + "Platelet_Count": 290.2272196, + "Albumin_Level": 4.571051982, + "Alkaline_Phosphatase_Level": 88.65161771, + "Alanine_Aminotransferase_Level": 25.83544203, + "Aspartate_Aminotransferase_Level": 13.81644134, + "Creatinine_Level": 1.393477218, + "LDH_Level": 239.7511422, + "Calcium_Level": 9.803586802, + "Phosphorus_Level": 3.308110985, + "Glucose_Level": 72.56391605, + "Potassium_Level": 4.934811913, + "Sodium_Level": 142.601657, + "Smoking_Pack_Years": 13.47200433 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.4058988, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.08680393, + "White_Blood_Cell_Count": 3.763548078, + "Platelet_Count": 416.3924646, + "Albumin_Level": 3.307859329, + "Alkaline_Phosphatase_Level": 37.02704491, + "Alanine_Aminotransferase_Level": 38.6743101, + "Aspartate_Aminotransferase_Level": 24.06885903, + "Creatinine_Level": 1.460927057, + "LDH_Level": 170.5334208, + "Calcium_Level": 9.006897604, + "Phosphorus_Level": 2.965229718, + "Glucose_Level": 92.34855612, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.03393167, + "White_Blood_Cell_Count": 5.635129722, + "Platelet_Count": 330.685689, + "Albumin_Level": 3.628710881, + "Alkaline_Phosphatase_Level": 118.5070845, + "Alanine_Aminotransferase_Level": 11.50517214, + "Aspartate_Aminotransferase_Level": 11.38074427, + "Creatinine_Level": 0.896671626, + "LDH_Level": 163.8582772, + "Calcium_Level": 10.47218063, + "Phosphorus_Level": 2.845779612, + "Glucose_Level": 139.8628475, + "Potassium_Level": 4.59123643, + "Sodium_Level": 144.7155722, + "Smoking_Pack_Years": 43.4996666 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.38112595, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.30875871, + "White_Blood_Cell_Count": 9.724248857, + "Platelet_Count": 407.6001479, + "Albumin_Level": 4.887108541, + "Alkaline_Phosphatase_Level": 83.63377554, + "Alanine_Aminotransferase_Level": 12.86768086, + "Aspartate_Aminotransferase_Level": 23.94752862, + "Creatinine_Level": 0.724268968, + "LDH_Level": 166.5924307, + "Calcium_Level": 8.118561105, + "Phosphorus_Level": 4.889481496, + "Glucose_Level": 127.177101, + "Potassium_Level": 4.239550781, + "Sodium_Level": 143.8852922, + "Smoking_Pack_Years": 57.72110432 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.1474464, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.88914265, + "White_Blood_Cell_Count": 7.740796576, + "Platelet_Count": 256.3928278, + "Albumin_Level": 3.341733507, + "Alkaline_Phosphatase_Level": 36.42390567, + "Alanine_Aminotransferase_Level": 35.89957411, + "Aspartate_Aminotransferase_Level": 28.80317578, + "Creatinine_Level": 0.959655347, + "LDH_Level": 245.3773388, + "Calcium_Level": 8.770850126, + "Phosphorus_Level": 4.004204494, + "Glucose_Level": 97.52155155, + "Potassium_Level": 4.101091543, + "Sodium_Level": 139.9263872, + "Smoking_Pack_Years": 40.12739291 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.8973995, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.55756404, + "White_Blood_Cell_Count": 9.639807121, + "Platelet_Count": 181.2397649, + "Albumin_Level": 3.174424002, + "Alkaline_Phosphatase_Level": 59.23971886, + "Alanine_Aminotransferase_Level": 16.64709997, + "Aspartate_Aminotransferase_Level": 26.28629628, + "Creatinine_Level": 0.815464915, + "LDH_Level": 224.7964964, + "Calcium_Level": 8.63288057, + "Phosphorus_Level": 2.837582881, + "Glucose_Level": 78.90069189, + "Potassium_Level": 3.952214806, + "Sodium_Level": 137.3700555, + "Smoking_Pack_Years": 99.4218552 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.85459635, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.33737941, + "White_Blood_Cell_Count": 9.530147214, + "Platelet_Count": 247.591998, + "Albumin_Level": 3.45810678, + "Alkaline_Phosphatase_Level": 69.05163198, + "Alanine_Aminotransferase_Level": 14.29755636, + "Aspartate_Aminotransferase_Level": 38.31550955, + "Creatinine_Level": 0.903630902, + "LDH_Level": 197.7988856, + "Calcium_Level": 10.22095434, + "Phosphorus_Level": 3.674098982, + "Glucose_Level": 101.751879, + "Potassium_Level": 3.718758323, + "Sodium_Level": 142.0388315, + "Smoking_Pack_Years": 67.55708064 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.28200552, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.3110383, + "White_Blood_Cell_Count": 4.748078692, + "Platelet_Count": 396.7344739, + "Albumin_Level": 4.746608736, + "Alkaline_Phosphatase_Level": 57.06289072, + "Alanine_Aminotransferase_Level": 26.54135681, + "Aspartate_Aminotransferase_Level": 14.55338589, + "Creatinine_Level": 1.364950761, + "LDH_Level": 198.5589301, + "Calcium_Level": 9.442785951, + "Phosphorus_Level": 2.567736625, + "Glucose_Level": 145.8315334, + "Potassium_Level": 3.839247597, + "Sodium_Level": 138.1415809, + "Smoking_Pack_Years": 38.58339177 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.00347717, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.3145317, + "White_Blood_Cell_Count": 3.754529087, + "Platelet_Count": 329.5920175, + "Albumin_Level": 4.901667023, + "Alkaline_Phosphatase_Level": 115.0538216, + "Alanine_Aminotransferase_Level": 30.22211165, + "Aspartate_Aminotransferase_Level": 47.52747692, + "Creatinine_Level": 0.780649418, + "LDH_Level": 249.0840181, + "Calcium_Level": 9.749711327, + "Phosphorus_Level": 2.996891168, + "Glucose_Level": 136.488045, + "Potassium_Level": 4.17010544, + "Sodium_Level": 143.9381652, + "Smoking_Pack_Years": 86.97110507 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.28038234, + "Tumor_Location": 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102.1009885, + "Potassium_Level": 4.357909194, + "Sodium_Level": 144.3114574, + "Smoking_Pack_Years": 79.54220462 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.66904764, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.37761271, + "White_Blood_Cell_Count": 5.06231168, + "Platelet_Count": 300.7851414, + "Albumin_Level": 3.112060788, + "Alkaline_Phosphatase_Level": 98.95142649, 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"Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.5549705, + "White_Blood_Cell_Count": 8.534967542, + "Platelet_Count": 207.5225365, + "Albumin_Level": 4.396271487, + "Alkaline_Phosphatase_Level": 44.14622706, + "Alanine_Aminotransferase_Level": 14.21462421, + "Aspartate_Aminotransferase_Level": 26.64080199, + "Creatinine_Level": 1.463464786, + "LDH_Level": 123.5028912, + "Calcium_Level": 10.22523943, + "Phosphorus_Level": 3.561415922, + "Glucose_Level": 118.2815771, + "Potassium_Level": 3.859225511, + "Sodium_Level": 136.1453535, + "Smoking_Pack_Years": 72.6446454 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.52125183, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.77778054, + "White_Blood_Cell_Count": 6.064114255, + "Platelet_Count": 422.2053795, + "Albumin_Level": 4.887424491, + "Alkaline_Phosphatase_Level": 60.00390006, + "Alanine_Aminotransferase_Level": 18.95997547, + "Aspartate_Aminotransferase_Level": 12.1676168, + "Creatinine_Level": 0.694502054, + "LDH_Level": 149.9783973, + "Calcium_Level": 10.24910004, + "Phosphorus_Level": 3.131004956, + "Glucose_Level": 127.3150314, + "Potassium_Level": 4.275004323, + "Sodium_Level": 138.4094075, + "Smoking_Pack_Years": 57.88424167 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.42596434, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.04043527, + "White_Blood_Cell_Count": 9.05569483, + "Platelet_Count": 219.12722, + "Albumin_Level": 3.982963192, + "Alkaline_Phosphatase_Level": 106.4013366, + "Alanine_Aminotransferase_Level": 26.75031196, + "Aspartate_Aminotransferase_Level": 33.22007886, + "Creatinine_Level": 1.368865053, + "LDH_Level": 135.0953372, + "Calcium_Level": 10.33492892, + "Phosphorus_Level": 2.536128542, + "Glucose_Level": 108.1650454, + "Potassium_Level": 4.030015774, + "Sodium_Level": 137.0875393, + "Smoking_Pack_Years": 50.54394338 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.56421296, + "White_Blood_Cell_Count": 9.093940613, + "Platelet_Count": 327.7787191, + "Albumin_Level": 3.213205753, + "Alkaline_Phosphatase_Level": 72.4083339, + "Alanine_Aminotransferase_Level": 36.34876777, + "Aspartate_Aminotransferase_Level": 43.03434508, + "Creatinine_Level": 0.621957159, + "LDH_Level": 112.9030795, + "Calcium_Level": 8.709368383, + "Phosphorus_Level": 4.787906693, + "Glucose_Level": 130.1024385, + "Potassium_Level": 4.336035325, + "Sodium_Level": 138.7740372, + "Smoking_Pack_Years": 25.82902423 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.22328616, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.45384028, + "White_Blood_Cell_Count": 4.419255881, + "Platelet_Count": 381.6624466, + "Albumin_Level": 3.205122844, + "Alkaline_Phosphatase_Level": 64.44609471, + "Alanine_Aminotransferase_Level": 19.26039233, + "Aspartate_Aminotransferase_Level": 32.85712755, + "Creatinine_Level": 1.314789529, + "LDH_Level": 173.4238536, + "Calcium_Level": 8.962197822, + "Phosphorus_Level": 3.79045002, + "Glucose_Level": 86.37681132, + "Potassium_Level": 4.803089839, + "Sodium_Level": 135.6794896, + "Smoking_Pack_Years": 78.1163111 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.39263259, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.46131317, + "White_Blood_Cell_Count": 5.116861379, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.02743319, + "White_Blood_Cell_Count": 9.496217916, + "Platelet_Count": 191.5595639, + "Albumin_Level": 3.045558411, + "Alkaline_Phosphatase_Level": 76.81511638, + "Alanine_Aminotransferase_Level": 34.81762325, + "Aspartate_Aminotransferase_Level": 37.20715773, + "Creatinine_Level": 0.995639897, + "LDH_Level": 248.447435, + "Calcium_Level": 8.070728437, + "Phosphorus_Level": 3.010302875, + "Glucose_Level": 91.1228473, + "Potassium_Level": 4.053178309, + "Sodium_Level": 138.3666984, + "Smoking_Pack_Years": 72.57784475 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.36351222, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.06185142, + "White_Blood_Cell_Count": 8.720480229, + "Platelet_Count": 223.6852559, + "Albumin_Level": 4.003003772, + "Alkaline_Phosphatase_Level": 64.71624502, + "Alanine_Aminotransferase_Level": 38.28544482, + "Aspartate_Aminotransferase_Level": 18.66051485, + "Creatinine_Level": 0.743009256, + "LDH_Level": 197.0056776, + "Calcium_Level": 8.583727466, + "Phosphorus_Level": 4.905226369, + "Glucose_Level": 126.5481238, + "Potassium_Level": 4.97417764, + "Sodium_Level": 143.4755014, + "Smoking_Pack_Years": 86.30662882 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.74527699, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.13875918, + "White_Blood_Cell_Count": 3.731329825, + "Platelet_Count": 381.4641745, + "Albumin_Level": 3.656447875, + "Alkaline_Phosphatase_Level": 81.40913534, + "Alanine_Aminotransferase_Level": 31.70406973, + "Aspartate_Aminotransferase_Level": 16.34566186, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.30795721, + "White_Blood_Cell_Count": 6.235161683, + "Platelet_Count": 329.9313318, + "Albumin_Level": 4.587427974, + "Alkaline_Phosphatase_Level": 50.438186, + "Alanine_Aminotransferase_Level": 28.27711785, + "Aspartate_Aminotransferase_Level": 48.16319502, + "Creatinine_Level": 0.890430932, + "LDH_Level": 224.8807992, + "Calcium_Level": 8.229681692, + "Phosphorus_Level": 4.809992997, + "Glucose_Level": 85.20712982, + "Potassium_Level": 4.758071487, + "Sodium_Level": 135.0855125, + "Smoking_Pack_Years": 86.77535668 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.72816871, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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+ "Sodium_Level": 139.7849238, + "Smoking_Pack_Years": 96.80509072 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.95131862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.49726152, + "White_Blood_Cell_Count": 5.233884944, + "Platelet_Count": 444.4194279, + "Albumin_Level": 4.21408444, + "Alkaline_Phosphatase_Level": 119.6206567, + "Alanine_Aminotransferase_Level": 24.30973306, + "Aspartate_Aminotransferase_Level": 46.01383958, + "Creatinine_Level": 0.853981182, + "LDH_Level": 205.4293172, + "Calcium_Level": 8.58292953, + "Phosphorus_Level": 4.167331965, + "Glucose_Level": 136.3018399, + "Potassium_Level": 4.340027351, + "Sodium_Level": 143.9276288, + "Smoking_Pack_Years": 34.05814791 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.78678071, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.34476734, + "White_Blood_Cell_Count": 9.191739018, + "Platelet_Count": 354.8693532, + "Albumin_Level": 4.208715261, + "Alkaline_Phosphatase_Level": 100.0791265, + "Alanine_Aminotransferase_Level": 9.345019063, + "Aspartate_Aminotransferase_Level": 42.79812607, + "Creatinine_Level": 1.49695134, + "LDH_Level": 167.0638484, + "Calcium_Level": 8.427820729, + "Phosphorus_Level": 4.753740474, + "Glucose_Level": 139.1772821, + "Potassium_Level": 4.772571094, + "Sodium_Level": 144.1319169, + "Smoking_Pack_Years": 83.33007062 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.14361486, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.95796478, + "White_Blood_Cell_Count": 9.971689035, + "Platelet_Count": 305.1746236, + "Albumin_Level": 3.172438476, + "Alkaline_Phosphatase_Level": 70.94560267, + "Alanine_Aminotransferase_Level": 30.40377865, + "Aspartate_Aminotransferase_Level": 22.21511994, + "Creatinine_Level": 0.636725112, + "LDH_Level": 158.7103355, + "Calcium_Level": 10.15347641, + "Phosphorus_Level": 4.031197895, + "Glucose_Level": 95.21065203, + "Potassium_Level": 4.355928372, + "Sodium_Level": 143.5837993, + "Smoking_Pack_Years": 88.56111383 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.19649263, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.65512232, + "White_Blood_Cell_Count": 9.022490718, + "Platelet_Count": 377.8044336, + "Albumin_Level": 4.731011359, + "Alkaline_Phosphatase_Level": 46.71739763, + "Alanine_Aminotransferase_Level": 28.405292, + "Aspartate_Aminotransferase_Level": 32.01289623, + "Creatinine_Level": 1.471283006, + "LDH_Level": 165.1861824, + "Calcium_Level": 10.39678465, + "Phosphorus_Level": 4.752700576, + "Glucose_Level": 136.7788574, + "Potassium_Level": 4.70594498, 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26.41466023, + "Aspartate_Aminotransferase_Level": 47.95754728, + "Creatinine_Level": 1.45682863, + "LDH_Level": 156.0320439, + "Calcium_Level": 9.797007186, + "Phosphorus_Level": 3.603017056, + "Glucose_Level": 87.26941879, + "Potassium_Level": 4.620740869, + "Sodium_Level": 140.2152138, + "Smoking_Pack_Years": 10.30596612 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.1135128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.2389935, + "White_Blood_Cell_Count": 8.823446205, + "Platelet_Count": 154.9866027, + "Albumin_Level": 4.512440667, + "Alkaline_Phosphatase_Level": 60.00323329, + "Alanine_Aminotransferase_Level": 6.998731449, + "Aspartate_Aminotransferase_Level": 49.06011778, + "Creatinine_Level": 0.772709209, + "LDH_Level": 134.0014935, + "Calcium_Level": 10.39673344, + "Phosphorus_Level": 3.775297815, + "Glucose_Level": 118.0842619, + "Potassium_Level": 3.768136504, + "Sodium_Level": 140.0127088, + "Smoking_Pack_Years": 27.21946423 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.97511442, + "Tumor_Location": 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89.17732563, + "Alanine_Aminotransferase_Level": 20.66926612, + "Aspartate_Aminotransferase_Level": 31.0866285, + "Creatinine_Level": 1.14309917, + "LDH_Level": 239.1599389, + "Calcium_Level": 8.065651772, + "Phosphorus_Level": 3.463432596, + "Glucose_Level": 132.6576534, + "Potassium_Level": 4.05616808, + "Sodium_Level": 142.0790135, + "Smoking_Pack_Years": 68.69036216 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.3377584, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.96440916, + "White_Blood_Cell_Count": 8.935479361, + "Platelet_Count": 449.2359502, + "Albumin_Level": 4.770764772, + "Alkaline_Phosphatase_Level": 76.5216522, + "Alanine_Aminotransferase_Level": 30.19260872, + "Aspartate_Aminotransferase_Level": 12.35905263, + "Creatinine_Level": 0.839097209, + "LDH_Level": 240.9031992, + "Calcium_Level": 9.814829138, + "Phosphorus_Level": 3.622644636, + "Glucose_Level": 137.6271687, + "Potassium_Level": 4.994505385, + "Sodium_Level": 136.8681912, + "Smoking_Pack_Years": 71.56406511 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.93562686, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.01827141, + "White_Blood_Cell_Count": 6.341193187, + "Platelet_Count": 225.6718, + "Albumin_Level": 3.88664333, + "Alkaline_Phosphatase_Level": 103.3850512, + "Alanine_Aminotransferase_Level": 19.45590397, + "Aspartate_Aminotransferase_Level": 45.99360041, + "Creatinine_Level": 0.576874485, + "LDH_Level": 118.9912679, + "Calcium_Level": 8.665867624, + "Phosphorus_Level": 3.890857235, + "Glucose_Level": 70.76263395, + "Potassium_Level": 4.409563829, + "Sodium_Level": 135.1446626, + "Smoking_Pack_Years": 83.66286366 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.1659832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.00303668, + "White_Blood_Cell_Count": 4.702680028, + "Platelet_Count": 424.7779586, + "Albumin_Level": 3.015340754, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.93713945, + "White_Blood_Cell_Count": 5.84055525, + "Platelet_Count": 306.0531549, + "Albumin_Level": 3.503099065, + "Alkaline_Phosphatase_Level": 31.19131253, + "Alanine_Aminotransferase_Level": 31.27714419, + "Aspartate_Aminotransferase_Level": 30.09180442, + "Creatinine_Level": 0.591125357, + "LDH_Level": 121.1999797, + "Calcium_Level": 10.48545926, + "Phosphorus_Level": 3.13435381, + "Glucose_Level": 84.48066098, + "Potassium_Level": 3.776682262, + "Sodium_Level": 144.9636121, + "Smoking_Pack_Years": 75.84059656 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.76215564, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.896094, + "White_Blood_Cell_Count": 7.401193209, + "Platelet_Count": 368.5700869, + "Albumin_Level": 3.845306362, + "Alkaline_Phosphatase_Level": 55.39239673, + "Alanine_Aminotransferase_Level": 39.23315894, + "Aspartate_Aminotransferase_Level": 31.86712017, + "Creatinine_Level": 0.503554926, + "LDH_Level": 243.9711693, + "Calcium_Level": 8.314143872, + "Phosphorus_Level": 2.511553846, + "Glucose_Level": 106.4277119, + "Potassium_Level": 4.917007334, + "Sodium_Level": 139.9726548, + "Smoking_Pack_Years": 99.29574605 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.43594677, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.27589949, + "White_Blood_Cell_Count": 6.44969897, + "Platelet_Count": 167.3305167, + "Albumin_Level": 4.564348086, + "Alkaline_Phosphatase_Level": 74.8274312, + "Alanine_Aminotransferase_Level": 23.37534498, + "Aspartate_Aminotransferase_Level": 21.26323739, + "Creatinine_Level": 0.76938189, + "LDH_Level": 197.1597636, + "Calcium_Level": 9.052174204, + "Phosphorus_Level": 4.240123729, + "Glucose_Level": 77.82469881, + "Potassium_Level": 4.773247762, + "Sodium_Level": 142.4978995, + "Smoking_Pack_Years": 11.666366 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.3521918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.08605563, + "White_Blood_Cell_Count": 7.546874067, + "Platelet_Count": 315.8161882, + "Albumin_Level": 3.294809797, + "Alkaline_Phosphatase_Level": 45.5222056, + "Alanine_Aminotransferase_Level": 18.96160463, + "Aspartate_Aminotransferase_Level": 44.91295858, + "Creatinine_Level": 0.637865546, + "LDH_Level": 177.1507546, + "Calcium_Level": 9.472163372, + "Phosphorus_Level": 3.542083357, + "Glucose_Level": 83.5478756, + "Potassium_Level": 4.535961209, + "Sodium_Level": 142.4348919, + "Smoking_Pack_Years": 41.26994495 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.57683871, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.40219021, + "White_Blood_Cell_Count": 5.555406919, + "Platelet_Count": 325.6498913, + "Albumin_Level": 3.990058783, + "Alkaline_Phosphatase_Level": 35.45860397, + "Alanine_Aminotransferase_Level": 7.513338457, + "Aspartate_Aminotransferase_Level": 16.64356384, + "Creatinine_Level": 1.295697247, + "LDH_Level": 175.5106533, + "Calcium_Level": 8.678200226, + "Phosphorus_Level": 3.784873373, + "Glucose_Level": 121.2656019, + "Potassium_Level": 4.255710931, + "Sodium_Level": 136.8753808, + "Smoking_Pack_Years": 95.91117793 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.6052053, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.30168073, + "White_Blood_Cell_Count": 9.181491696, + "Platelet_Count": 372.7410732, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.5186981, + "White_Blood_Cell_Count": 7.832435394, + "Platelet_Count": 240.73199, + "Albumin_Level": 3.207676548, + "Alkaline_Phosphatase_Level": 63.72663967, + "Alanine_Aminotransferase_Level": 10.11563699, + "Aspartate_Aminotransferase_Level": 20.34060286, + "Creatinine_Level": 1.49820797, + "LDH_Level": 222.1405705, + "Calcium_Level": 8.279750893, + "Phosphorus_Level": 2.546789337, + "Glucose_Level": 122.8784455, + "Potassium_Level": 4.615793804, + "Sodium_Level": 136.3180179, + "Smoking_Pack_Years": 5.130269592 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.36898036, + "White_Blood_Cell_Count": 8.675803727, + "Platelet_Count": 401.7820069, + "Albumin_Level": 4.50270725, + "Alkaline_Phosphatase_Level": 67.66356501, + "Alanine_Aminotransferase_Level": 21.54542475, + "Aspartate_Aminotransferase_Level": 31.10760917, + "Creatinine_Level": 0.539001272, + "LDH_Level": 193.3508469, + "Calcium_Level": 8.263776524, + "Phosphorus_Level": 4.209219214, + "Glucose_Level": 136.193215, + "Potassium_Level": 4.687685677, + "Sodium_Level": 139.3692666, + "Smoking_Pack_Years": 30.9794122 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.54076606, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.39989638, + "White_Blood_Cell_Count": 3.614129218, + "Platelet_Count": 424.5522057, + "Albumin_Level": 3.500975303, + "Alkaline_Phosphatase_Level": 30.09647696, + "Alanine_Aminotransferase_Level": 19.53264841, + "Aspartate_Aminotransferase_Level": 45.51948734, + "Creatinine_Level": 0.611987461, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.20014863, + "White_Blood_Cell_Count": 9.14715274, + "Platelet_Count": 379.8642468, + "Albumin_Level": 4.66270913, + "Alkaline_Phosphatase_Level": 119.6412195, + "Alanine_Aminotransferase_Level": 13.59789687, + "Aspartate_Aminotransferase_Level": 11.61665406, + "Creatinine_Level": 0.912799619, + "LDH_Level": 162.2434437, + "Calcium_Level": 9.230902842, + "Phosphorus_Level": 2.627248261, + "Glucose_Level": 136.67997, + "Potassium_Level": 3.530918227, + "Sodium_Level": 136.5270174, + "Smoking_Pack_Years": 55.65195302 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.48498439, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "African 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80.66470498 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.56796582, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.90471502, + "White_Blood_Cell_Count": 4.884296305, + "Platelet_Count": 285.371044, + "Albumin_Level": 3.748339191, + "Alkaline_Phosphatase_Level": 67.27256512, + "Alanine_Aminotransferase_Level": 20.5255088, + "Aspartate_Aminotransferase_Level": 34.97602578, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.76298987, + "White_Blood_Cell_Count": 8.320958076, + "Platelet_Count": 236.6509793, + "Albumin_Level": 4.965475434, + "Alkaline_Phosphatase_Level": 30.5256652, + "Alanine_Aminotransferase_Level": 5.155065261, + "Aspartate_Aminotransferase_Level": 38.15653331, + "Creatinine_Level": 0.817716658, + "LDH_Level": 134.1983091, + "Calcium_Level": 9.192334765, + "Phosphorus_Level": 4.332318346, + "Glucose_Level": 76.33087086, + "Potassium_Level": 4.719759885, + "Sodium_Level": 144.0447572, + "Smoking_Pack_Years": 97.5469883 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.84204254, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.80181307, + "White_Blood_Cell_Count": 6.342241918, + "Platelet_Count": 354.5210849, + "Albumin_Level": 4.085866321, + "Alkaline_Phosphatase_Level": 106.6357722, + "Alanine_Aminotransferase_Level": 6.619349986, + "Aspartate_Aminotransferase_Level": 23.80302838, + "Creatinine_Level": 1.262727592, + "LDH_Level": 140.8665883, + "Calcium_Level": 10.37758468, + "Phosphorus_Level": 3.138979437, + "Glucose_Level": 93.65027329, + "Potassium_Level": 3.934060788, + "Sodium_Level": 135.9465266, + "Smoking_Pack_Years": 26.878803 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.49731613, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.61878802, + "White_Blood_Cell_Count": 8.122180303, + "Platelet_Count": 195.3277618, + "Albumin_Level": 3.065786613, + "Alkaline_Phosphatase_Level": 38.46877937, + "Alanine_Aminotransferase_Level": 30.25285718, + 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30.60542887, + "Creatinine_Level": 1.44722394, + "LDH_Level": 101.1174106, + "Calcium_Level": 9.610496935, + "Phosphorus_Level": 3.321328406, + "Glucose_Level": 73.22544095, + "Potassium_Level": 4.788670961, + "Sodium_Level": 136.1023485, + "Smoking_Pack_Years": 0.692215098 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.40474666, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.23309539, + "White_Blood_Cell_Count": 4.230266311, + "Platelet_Count": 385.3092095, + "Albumin_Level": 4.823991692, + "Alkaline_Phosphatase_Level": 38.39850514, + "Alanine_Aminotransferase_Level": 34.78890561, + "Aspartate_Aminotransferase_Level": 36.70299317, + "Creatinine_Level": 1.477802746, + "LDH_Level": 150.6145906, + "Calcium_Level": 8.832739643, + "Phosphorus_Level": 3.112475713, + "Glucose_Level": 102.95773, + "Potassium_Level": 4.976536079, + "Sodium_Level": 137.067821, + "Smoking_Pack_Years": 83.30653454 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.83535488, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.60558641, + "White_Blood_Cell_Count": 3.608087637, + "Platelet_Count": 162.8783653, + "Albumin_Level": 3.061391515, + "Alkaline_Phosphatase_Level": 66.18668268, + "Alanine_Aminotransferase_Level": 37.16790229, + "Aspartate_Aminotransferase_Level": 17.45459574, + "Creatinine_Level": 0.953266646, + "LDH_Level": 178.7330494, + "Calcium_Level": 9.180467725, + "Phosphorus_Level": 3.091571868, + "Glucose_Level": 89.07903982, + "Potassium_Level": 4.842757518, + "Sodium_Level": 142.0321149, + "Smoking_Pack_Years": 3.634904212 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.15165418, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.16805017, + "White_Blood_Cell_Count": 7.547384726, + "Platelet_Count": 225.2245987, + "Albumin_Level": 3.836634619, + "Alkaline_Phosphatase_Level": 51.96575234, + "Alanine_Aminotransferase_Level": 20.78865368, + "Aspartate_Aminotransferase_Level": 44.91184532, + "Creatinine_Level": 1.198664455, + "LDH_Level": 101.4011303, + "Calcium_Level": 8.370344049, + "Phosphorus_Level": 3.906291467, + "Glucose_Level": 138.5155864, + "Potassium_Level": 4.463291899, + "Sodium_Level": 135.2854351, + "Smoking_Pack_Years": 60.57089491 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.61381925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.06836951, + "White_Blood_Cell_Count": 8.155561061, + "Platelet_Count": 281.95432, + "Albumin_Level": 3.081386579, + "Alkaline_Phosphatase_Level": 30.60806892, + "Alanine_Aminotransferase_Level": 36.59711327, + "Aspartate_Aminotransferase_Level": 10.2798575, + "Creatinine_Level": 1.106646749, + "LDH_Level": 194.1203045, + "Calcium_Level": 9.758136348, + "Phosphorus_Level": 4.98948519, + "Glucose_Level": 87.86928986, + "Potassium_Level": 4.060627705, + "Sodium_Level": 143.168951, + "Smoking_Pack_Years": 91.10309976 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.11903986, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.27734778, + "White_Blood_Cell_Count": 5.409895896, + "Platelet_Count": 196.5816552, + "Albumin_Level": 4.405315994, + "Alkaline_Phosphatase_Level": 74.44786411, + "Alanine_Aminotransferase_Level": 6.123284531, + "Aspartate_Aminotransferase_Level": 43.50335386, + "Creatinine_Level": 1.369046591, + "LDH_Level": 189.4506816, + "Calcium_Level": 10.36671901, + "Phosphorus_Level": 3.210126159, + "Glucose_Level": 71.14405762, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.02970913, + "White_Blood_Cell_Count": 8.671236997, + "Platelet_Count": 441.4912611, + "Albumin_Level": 3.912212193, + "Alkaline_Phosphatase_Level": 45.20493051, + "Alanine_Aminotransferase_Level": 8.899294517, + "Aspartate_Aminotransferase_Level": 32.20030501, + "Creatinine_Level": 0.718227385, + "LDH_Level": 162.5922722, + "Calcium_Level": 8.05583037, + "Phosphorus_Level": 3.39047108, + "Glucose_Level": 78.52547589, + "Potassium_Level": 4.381372394, + "Sodium_Level": 143.4275756, + "Smoking_Pack_Years": 24.78660592 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.07032738, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.84456237, + "White_Blood_Cell_Count": 7.895348448, + "Platelet_Count": 330.6253517, + "Albumin_Level": 4.030751936, + "Alkaline_Phosphatase_Level": 73.1702455, + "Alanine_Aminotransferase_Level": 30.69039427, + "Aspartate_Aminotransferase_Level": 42.39639741, + "Creatinine_Level": 1.33698076, + "LDH_Level": 231.4189969, + "Calcium_Level": 9.690192476, + "Phosphorus_Level": 4.670473512, + "Glucose_Level": 146.2623158, + "Potassium_Level": 4.141593152, + "Sodium_Level": 138.0543524, + "Smoking_Pack_Years": 5.713354242 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.45527411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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I", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.73170744, + "White_Blood_Cell_Count": 4.729773698, + "Platelet_Count": 232.0859978, + "Albumin_Level": 3.255670411, + "Alkaline_Phosphatase_Level": 77.95489877, + "Alanine_Aminotransferase_Level": 29.04657132, + "Aspartate_Aminotransferase_Level": 42.32628458, + "Creatinine_Level": 0.980886741, + "LDH_Level": 200.3218753, + "Calcium_Level": 9.803814065, + "Phosphorus_Level": 3.532454495, + "Glucose_Level": 93.2239854, + "Potassium_Level": 4.335838653, + "Sodium_Level": 144.0247877, + "Smoking_Pack_Years": 77.64729634 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.15172876, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.15998056, + "White_Blood_Cell_Count": 5.688799987, + "Platelet_Count": 391.6854235, + "Albumin_Level": 4.751208342, + "Alkaline_Phosphatase_Level": 92.7199056, + "Alanine_Aminotransferase_Level": 12.22985135, + "Aspartate_Aminotransferase_Level": 31.76784023, + "Creatinine_Level": 1.364718822, + "LDH_Level": 165.9065802, + "Calcium_Level": 8.540882931, + "Phosphorus_Level": 4.091156021, + "Glucose_Level": 74.50138757, + "Potassium_Level": 4.498735672, + "Sodium_Level": 138.5537095, + "Smoking_Pack_Years": 20.68304365 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.81975069, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.89669222, + "White_Blood_Cell_Count": 3.550446382, + "Platelet_Count": 386.7607183, + "Albumin_Level": 4.982266101, + "Alkaline_Phosphatase_Level": 118.0950099, + "Alanine_Aminotransferase_Level": 27.65607988, + "Aspartate_Aminotransferase_Level": 47.57596431, + "Creatinine_Level": 0.766848651, + "LDH_Level": 133.4917332, + "Calcium_Level": 9.775456266, + "Phosphorus_Level": 3.671259402, + "Glucose_Level": 134.6333573, + "Potassium_Level": 4.881152215, + "Sodium_Level": 138.7204686, + "Smoking_Pack_Years": 15.14821541 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.47049211, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.5595177, + "White_Blood_Cell_Count": 8.270873079, + "Platelet_Count": 384.7595369, + "Albumin_Level": 3.192997346, + "Alkaline_Phosphatase_Level": 57.39176827, + "Alanine_Aminotransferase_Level": 12.16124402, + "Aspartate_Aminotransferase_Level": 35.11830753, + "Creatinine_Level": 0.688135972, + "LDH_Level": 134.3618667, + "Calcium_Level": 8.909519972, + "Phosphorus_Level": 4.006958689, + "Glucose_Level": 78.52396029, + "Potassium_Level": 4.629301224, + "Sodium_Level": 140.1539769, + "Smoking_Pack_Years": 26.24623038 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.54191135, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.22078946, + "White_Blood_Cell_Count": 9.887181752, + "Platelet_Count": 210.7078069, + "Albumin_Level": 4.282105151, + "Alkaline_Phosphatase_Level": 84.28637671, + "Alanine_Aminotransferase_Level": 16.7144791, + "Aspartate_Aminotransferase_Level": 43.48064939, + "Creatinine_Level": 1.106186166, + "LDH_Level": 132.6708988, + "Calcium_Level": 8.619322345, + "Phosphorus_Level": 4.18240773, + "Glucose_Level": 121.0044987, + "Potassium_Level": 4.185082081, + "Sodium_Level": 143.6377201, + "Smoking_Pack_Years": 36.26094205 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.70193202, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.5900644, + "White_Blood_Cell_Count": 5.084151711, + "Platelet_Count": 263.2802148, + "Albumin_Level": 3.835813091, + "Alkaline_Phosphatase_Level": 101.6237934, + "Alanine_Aminotransferase_Level": 12.57222873, + "Aspartate_Aminotransferase_Level": 40.64728006, + "Creatinine_Level": 0.973821862, + "LDH_Level": 158.8574484, + "Calcium_Level": 8.303312897, + "Phosphorus_Level": 3.663595264, + "Glucose_Level": 104.2491513, + "Potassium_Level": 4.850682507, + "Sodium_Level": 139.2518449, + "Smoking_Pack_Years": 63.2818729 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.14735606, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.03722853, + "White_Blood_Cell_Count": 9.930351203, + "Platelet_Count": 240.8847863, + "Albumin_Level": 3.146347579, + "Alkaline_Phosphatase_Level": 65.72080274, + "Alanine_Aminotransferase_Level": 13.83429721, + "Aspartate_Aminotransferase_Level": 15.52851158, + "Creatinine_Level": 1.214351044, + "LDH_Level": 247.6079844, + "Calcium_Level": 8.611550104, + "Phosphorus_Level": 4.225285774, + "Glucose_Level": 96.28116709, + "Potassium_Level": 4.9969388, + "Sodium_Level": 144.3046208, + "Smoking_Pack_Years": 95.87006785 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.97198027, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.17382235, + "White_Blood_Cell_Count": 9.040989501, + "Platelet_Count": 212.4241361, + "Albumin_Level": 3.928397291, + "Alkaline_Phosphatase_Level": 34.27459372, + "Alanine_Aminotransferase_Level": 39.46765734, + "Aspartate_Aminotransferase_Level": 49.43897872, + "Creatinine_Level": 1.101830612, + "LDH_Level": 179.5155787, + "Calcium_Level": 9.410154739, + "Phosphorus_Level": 4.895701672, + "Glucose_Level": 103.9169601, + "Potassium_Level": 3.873507926, + "Sodium_Level": 142.5987196, + "Smoking_Pack_Years": 62.3218336 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.66580197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.46278339, + "White_Blood_Cell_Count": 8.615335448, + "Platelet_Count": 219.3720657, + "Albumin_Level": 3.146137366, + "Alkaline_Phosphatase_Level": 63.13376016, + "Alanine_Aminotransferase_Level": 9.176814346, + "Aspartate_Aminotransferase_Level": 46.29114115, + "Creatinine_Level": 1.387167959, + "LDH_Level": 124.9067575, + "Calcium_Level": 8.589152167, + "Phosphorus_Level": 3.196317344, + "Glucose_Level": 130.0355589, + "Potassium_Level": 4.722640078, + "Sodium_Level": 138.1462317, + "Smoking_Pack_Years": 66.98563914 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.5196886, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.90697768, + "White_Blood_Cell_Count": 3.619131667, + "Platelet_Count": 410.6961048, + "Albumin_Level": 3.277415912, + "Alkaline_Phosphatase_Level": 92.30029819, + "Alanine_Aminotransferase_Level": 30.17889375, + "Aspartate_Aminotransferase_Level": 11.48750213, + "Creatinine_Level": 0.624115162, + "LDH_Level": 181.7747513, + "Calcium_Level": 9.825660387, + "Phosphorus_Level": 2.611237237, + "Glucose_Level": 86.77666673, + "Potassium_Level": 4.861759938, + "Sodium_Level": 142.3592355, + "Smoking_Pack_Years": 17.15989933 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.61134462, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.52992073, + "White_Blood_Cell_Count": 9.006759587, + "Platelet_Count": 177.7643291, + "Albumin_Level": 3.721883704, + "Alkaline_Phosphatase_Level": 49.42206796, + "Alanine_Aminotransferase_Level": 18.10723219, + "Aspartate_Aminotransferase_Level": 30.41501232, + "Creatinine_Level": 1.068427942, + "LDH_Level": 143.9430974, + "Calcium_Level": 10.0224744, + "Phosphorus_Level": 3.318601415, + "Glucose_Level": 114.8133766, + "Potassium_Level": 4.400139429, + "Sodium_Level": 138.2407904, + "Smoking_Pack_Years": 27.06560607 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.81074448, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.76796241, + "White_Blood_Cell_Count": 9.060996588, + "Platelet_Count": 330.0402817, + "Albumin_Level": 4.591940252, + "Alkaline_Phosphatase_Level": 85.25197543, + "Alanine_Aminotransferase_Level": 13.48275264, + "Aspartate_Aminotransferase_Level": 22.12931433, + "Creatinine_Level": 1.244544364, + "LDH_Level": 107.5886549, + "Calcium_Level": 9.716903877, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 78.58556274, + "Alanine_Aminotransferase_Level": 16.12153915, + "Aspartate_Aminotransferase_Level": 46.05079664, + "Creatinine_Level": 1.02270556, + "LDH_Level": 156.9422145, + "Calcium_Level": 8.495779427, + "Phosphorus_Level": 2.957231915, + "Glucose_Level": 127.0246926, + "Potassium_Level": 3.621588412, + "Sodium_Level": 144.4537083, + "Smoking_Pack_Years": 21.76575546 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.3799122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.46314705, + "White_Blood_Cell_Count": 3.718124565, + "Platelet_Count": 446.2903754, + "Albumin_Level": 4.124387908, + "Alkaline_Phosphatase_Level": 86.73432206, + "Alanine_Aminotransferase_Level": 12.25026462, + "Aspartate_Aminotransferase_Level": 37.33440306, + "Creatinine_Level": 1.100007014, + "LDH_Level": 132.5645431, + "Calcium_Level": 10.15050451, + "Phosphorus_Level": 2.95232887, + "Glucose_Level": 97.12386476, + "Potassium_Level": 3.991844449, + "Sodium_Level": 138.6761878, + "Smoking_Pack_Years": 69.64753869 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.53652721, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.48197775, + "White_Blood_Cell_Count": 8.514802218, + "Platelet_Count": 230.7196396, + "Albumin_Level": 4.715361761, + "Alkaline_Phosphatase_Level": 75.06278212, + "Alanine_Aminotransferase_Level": 11.21589078, + "Aspartate_Aminotransferase_Level": 14.90030285, + "Creatinine_Level": 1.289498418, + "LDH_Level": 101.8137455, + "Calcium_Level": 8.133496396, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.11738378, + "White_Blood_Cell_Count": 7.731000938, + "Platelet_Count": 439.5145357, + "Albumin_Level": 4.740167394, + "Alkaline_Phosphatase_Level": 85.57951309, + "Alanine_Aminotransferase_Level": 20.7540731, + "Aspartate_Aminotransferase_Level": 35.75261593, + "Creatinine_Level": 1.391759393, + "LDH_Level": 214.5607772, + "Calcium_Level": 9.567161707, + "Phosphorus_Level": 3.143236725, + "Glucose_Level": 97.84062224, + "Potassium_Level": 3.611408695, + "Sodium_Level": 142.6369716, + "Smoking_Pack_Years": 24.92682816 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.95356209, + "White_Blood_Cell_Count": 7.444660726, + "Platelet_Count": 256.2747767, + "Albumin_Level": 4.268088554, + "Alkaline_Phosphatase_Level": 113.3739806, + "Alanine_Aminotransferase_Level": 22.31903397, + "Aspartate_Aminotransferase_Level": 21.33043695, + "Creatinine_Level": 0.984059326, + "LDH_Level": 107.9328798, + "Calcium_Level": 9.47070998, + "Phosphorus_Level": 3.162952194, + "Glucose_Level": 120.0421791, + "Potassium_Level": 4.268843107, + "Sodium_Level": 144.4013418, + "Smoking_Pack_Years": 94.76518716 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.61281397, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.30460491, + "White_Blood_Cell_Count": 5.859978582, + "Platelet_Count": 421.4090949, + "Albumin_Level": 4.225348277, + "Alkaline_Phosphatase_Level": 61.1383155, + "Alanine_Aminotransferase_Level": 11.94716314, + "Aspartate_Aminotransferase_Level": 42.27864217, + "Creatinine_Level": 0.925059221, + "LDH_Level": 242.7896783, + "Calcium_Level": 8.204888677, + "Phosphorus_Level": 3.996505048, + "Glucose_Level": 113.6569591, + "Potassium_Level": 4.333705583, + "Sodium_Level": 141.8178951, + "Smoking_Pack_Years": 3.364901909 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.74554782, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.15258833, + "White_Blood_Cell_Count": 4.997098774, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.97266562, + "White_Blood_Cell_Count": 3.527115824, + "Platelet_Count": 287.680126, + "Albumin_Level": 3.47271091, + "Alkaline_Phosphatase_Level": 101.8304536, + "Alanine_Aminotransferase_Level": 9.679939694, + "Aspartate_Aminotransferase_Level": 43.70355929, + "Creatinine_Level": 1.385339552, + "LDH_Level": 139.3799081, + "Calcium_Level": 9.931362085, + "Phosphorus_Level": 2.637020664, + "Glucose_Level": 122.8260487, + "Potassium_Level": 4.118509924, + "Sodium_Level": 135.8106749, + "Smoking_Pack_Years": 42.98064938 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.43454615, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.23595237, + "White_Blood_Cell_Count": 5.105230628, + "Platelet_Count": 363.0599896, + "Albumin_Level": 4.757132705, + "Alkaline_Phosphatase_Level": 93.55068192, + "Alanine_Aminotransferase_Level": 8.451179103, + "Aspartate_Aminotransferase_Level": 22.36660812, + "Creatinine_Level": 0.515855818, + "LDH_Level": 231.904675, + "Calcium_Level": 9.477099699, + "Phosphorus_Level": 4.685929034, + "Glucose_Level": 133.1343234, + "Potassium_Level": 3.726859331, + "Sodium_Level": 144.4005401, + "Smoking_Pack_Years": 90.41980283 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.19513303, + "White_Blood_Cell_Count": 9.560377978, + "Platelet_Count": 207.5102885, + "Albumin_Level": 4.594971941, + "Alkaline_Phosphatase_Level": 102.0301331, + "Alanine_Aminotransferase_Level": 21.86179688, + "Aspartate_Aminotransferase_Level": 25.7483028, + "Creatinine_Level": 0.847351101, + "LDH_Level": 176.3305593, + "Calcium_Level": 9.362778965, + "Phosphorus_Level": 3.382955792, + "Glucose_Level": 132.7821844, + "Potassium_Level": 3.675407761, + "Sodium_Level": 140.3238361, + "Smoking_Pack_Years": 95.53857415 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.59896599, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 18.19290648, + "Creatinine_Level": 0.530265883, + "LDH_Level": 128.3317932, + "Calcium_Level": 8.892149098, + "Phosphorus_Level": 2.853239353, + "Glucose_Level": 120.1872772, + "Potassium_Level": 4.08718103, + "Sodium_Level": 144.9690598, + "Smoking_Pack_Years": 6.460228929 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.89928614, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 87, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.01133113, + "White_Blood_Cell_Count": 5.667553816, + "Platelet_Count": 174.8616487, + "Albumin_Level": 3.492771547, + "Alkaline_Phosphatase_Level": 97.1313947, + "Alanine_Aminotransferase_Level": 11.74650171, + "Aspartate_Aminotransferase_Level": 24.1028801, + "Creatinine_Level": 0.878650001, + "LDH_Level": 223.6152224, + "Calcium_Level": 9.509251107, + "Phosphorus_Level": 3.384873681, + "Glucose_Level": 86.90617955, + "Potassium_Level": 4.086657879, + "Sodium_Level": 135.685324, + "Smoking_Pack_Years": 39.742029 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.06928888, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.3953859, + "White_Blood_Cell_Count": 8.52142614, + "Platelet_Count": 161.4342712, + "Albumin_Level": 3.546028544, + "Alkaline_Phosphatase_Level": 67.20341473, + "Alanine_Aminotransferase_Level": 14.33360125, + "Aspartate_Aminotransferase_Level": 39.91825256, + "Creatinine_Level": 1.264727224, + "LDH_Level": 137.2479122, + "Calcium_Level": 9.347529168, + "Phosphorus_Level": 4.825808036, + "Glucose_Level": 109.3234415, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 16.62987192, + "Aspartate_Aminotransferase_Level": 18.67780156, + "Creatinine_Level": 0.727120609, + "LDH_Level": 141.9444528, + "Calcium_Level": 9.167597617, + "Phosphorus_Level": 3.329568095, + "Glucose_Level": 110.8995567, + "Potassium_Level": 4.053895016, + "Sodium_Level": 140.9341002, + "Smoking_Pack_Years": 98.73072815 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.07580189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.48944619, + "White_Blood_Cell_Count": 6.210916018, + "Platelet_Count": 365.1032048, + "Albumin_Level": 4.322154987, + "Alkaline_Phosphatase_Level": 96.47988462, + "Alanine_Aminotransferase_Level": 30.84453059, + "Aspartate_Aminotransferase_Level": 15.07390868, + "Creatinine_Level": 1.411074017, + "LDH_Level": 237.9019999, + "Calcium_Level": 8.716103084, + "Phosphorus_Level": 3.138442169, + "Glucose_Level": 78.59630907, + "Potassium_Level": 3.829639292, + "Sodium_Level": 137.831535, + "Smoking_Pack_Years": 55.72683772 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.39383541, + "Tumor_Location": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.49877846, + "White_Blood_Cell_Count": 4.661907788, + "Platelet_Count": 175.921501, + "Albumin_Level": 3.722518918, + "Alkaline_Phosphatase_Level": 63.88023759, + "Alanine_Aminotransferase_Level": 35.19517316, + "Aspartate_Aminotransferase_Level": 10.64576417, + "Creatinine_Level": 1.176786595, + "LDH_Level": 113.8273642, + "Calcium_Level": 8.443630953, + "Phosphorus_Level": 3.015905264, + "Glucose_Level": 147.5635527, + "Potassium_Level": 4.22078866, + "Sodium_Level": 140.3583082, + "Smoking_Pack_Years": 0.244142234 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.68678056, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.24149751, + "White_Blood_Cell_Count": 7.24215162, + "Platelet_Count": 221.4014327, + "Albumin_Level": 4.680408424, + "Alkaline_Phosphatase_Level": 54.98294504, + "Alanine_Aminotransferase_Level": 30.31823395, + "Aspartate_Aminotransferase_Level": 33.78884642, + "Creatinine_Level": 0.603893162, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.00633457, + "White_Blood_Cell_Count": 7.596466314, + "Platelet_Count": 293.603215, + "Albumin_Level": 4.265638072, + "Alkaline_Phosphatase_Level": 67.65753446, + "Alanine_Aminotransferase_Level": 10.6531811, + "Aspartate_Aminotransferase_Level": 15.15715345, + "Creatinine_Level": 0.97064924, + "LDH_Level": 221.0745772, + "Calcium_Level": 9.814162343, + "Phosphorus_Level": 4.76445655, + "Glucose_Level": 74.18152059, + "Potassium_Level": 4.43669904, + "Sodium_Level": 139.6151932, + "Smoking_Pack_Years": 15.85071184 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.33434913, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.27067229, + "White_Blood_Cell_Count": 8.673107317, + "Platelet_Count": 154.8009802, + "Albumin_Level": 4.799315269, + "Alkaline_Phosphatase_Level": 61.0454105, + "Alanine_Aminotransferase_Level": 18.15156682, + "Aspartate_Aminotransferase_Level": 37.30940338, + "Creatinine_Level": 1.198135165, + "LDH_Level": 136.892188, + "Calcium_Level": 8.604286139, + "Phosphorus_Level": 2.606419194, + "Glucose_Level": 123.0911799, + "Potassium_Level": 4.943771682, + "Sodium_Level": 137.0971363, + "Smoking_Pack_Years": 39.28401029 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.07103799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.27677836, + "White_Blood_Cell_Count": 8.464931379, + "Platelet_Count": 290.0277915, + "Albumin_Level": 4.588505999, + "Alkaline_Phosphatase_Level": 39.8774755, + "Alanine_Aminotransferase_Level": 18.4829114, + "Aspartate_Aminotransferase_Level": 15.47952128, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.90661982, + "White_Blood_Cell_Count": 6.811622315, + "Platelet_Count": 217.6757854, + "Albumin_Level": 3.071834053, + "Alkaline_Phosphatase_Level": 82.84998899, + "Alanine_Aminotransferase_Level": 32.37090179, + "Aspartate_Aminotransferase_Level": 17.43661454, + "Creatinine_Level": 1.083155748, + "LDH_Level": 193.8524221, + "Calcium_Level": 8.597928832, + "Phosphorus_Level": 3.290353845, + "Glucose_Level": 86.16940757, + "Potassium_Level": 4.137319554, + "Sodium_Level": 136.4232097, + "Smoking_Pack_Years": 77.34729154 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.89288397, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.11515234, + "White_Blood_Cell_Count": 3.880737605, + "Platelet_Count": 368.1423927, + "Albumin_Level": 4.408114995, + "Alkaline_Phosphatase_Level": 56.93377917, + "Alanine_Aminotransferase_Level": 8.721321652, + "Aspartate_Aminotransferase_Level": 40.86323237, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.35379405, + "White_Blood_Cell_Count": 6.709617541, + "Platelet_Count": 409.0753904, + "Albumin_Level": 3.939476145, + "Alkaline_Phosphatase_Level": 84.94169454, + "Alanine_Aminotransferase_Level": 20.71479, + "Aspartate_Aminotransferase_Level": 20.5354853, + "Creatinine_Level": 1.164778223, + "LDH_Level": 143.4580828, + "Calcium_Level": 10.28767777, + "Phosphorus_Level": 4.128834538, + "Glucose_Level": 134.3409687, + "Potassium_Level": 4.734171211, + "Sodium_Level": 140.9516619, + "Smoking_Pack_Years": 73.99515545 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.84002577, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.36761176, + "White_Blood_Cell_Count": 4.836136292, + "Platelet_Count": 363.9465385, + "Albumin_Level": 3.625095187, + "Alkaline_Phosphatase_Level": 34.92941988, + "Alanine_Aminotransferase_Level": 21.44591173, + "Aspartate_Aminotransferase_Level": 13.22298001, + "Creatinine_Level": 1.04554452, + "LDH_Level": 109.2668745, + "Calcium_Level": 9.480915516, + "Phosphorus_Level": 3.258439118, + "Glucose_Level": 71.75911289, + "Potassium_Level": 3.656228403, + "Sodium_Level": 135.6448161, + "Smoking_Pack_Years": 1.487223465 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.16762655, + "White_Blood_Cell_Count": 7.806389293, + "Platelet_Count": 383.3360515, + "Albumin_Level": 4.624155879, + "Alkaline_Phosphatase_Level": 93.17733832, + "Alanine_Aminotransferase_Level": 32.76137444, + "Aspartate_Aminotransferase_Level": 48.34423801, + "Creatinine_Level": 1.235976255, + "LDH_Level": 136.3770455, + "Calcium_Level": 9.01959724, + "Phosphorus_Level": 3.9541194, + "Glucose_Level": 132.1132618, + "Potassium_Level": 4.159107927, + "Sodium_Level": 143.0122134, + "Smoking_Pack_Years": 91.85948655 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.95130505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.92268041, + "White_Blood_Cell_Count": 6.333031455, + "Platelet_Count": 407.4193752, + "Albumin_Level": 4.408003535, + "Alkaline_Phosphatase_Level": 52.5887654, + "Alanine_Aminotransferase_Level": 19.00217007, + "Aspartate_Aminotransferase_Level": 12.49710286, + "Creatinine_Level": 0.878123063, + "LDH_Level": 191.4183216, + "Calcium_Level": 9.23194928, + "Phosphorus_Level": 3.488050392, + "Glucose_Level": 145.2774242, + "Potassium_Level": 4.604213807, + "Sodium_Level": 141.8835218, + "Smoking_Pack_Years": 41.49693392 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.5379689, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.66726476, + "White_Blood_Cell_Count": 8.378430915, + "Platelet_Count": 310.1355449, + "Albumin_Level": 4.356364652, + "Alkaline_Phosphatase_Level": 52.82764656, + "Alanine_Aminotransferase_Level": 17.43592778, + "Aspartate_Aminotransferase_Level": 35.97078921, + "Creatinine_Level": 1.246822958, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.32531756, + "White_Blood_Cell_Count": 4.63027466, + "Platelet_Count": 405.3049739, + "Albumin_Level": 4.89377007, + "Alkaline_Phosphatase_Level": 33.98532052, + "Alanine_Aminotransferase_Level": 28.2821488, + "Aspartate_Aminotransferase_Level": 44.97635722, + "Creatinine_Level": 1.245094386, + "LDH_Level": 122.0068379, + "Calcium_Level": 8.852696125, + "Phosphorus_Level": 2.762409392, + "Glucose_Level": 145.4139904, + "Potassium_Level": 3.729828975, + "Sodium_Level": 140.6539728, + "Smoking_Pack_Years": 5.418101135 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.61141186, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.5845588, + "White_Blood_Cell_Count": 7.094559708, + "Platelet_Count": 160.9429176, + "Albumin_Level": 4.827576708, + "Alkaline_Phosphatase_Level": 55.65282015, + "Alanine_Aminotransferase_Level": 31.44980474, + "Aspartate_Aminotransferase_Level": 44.65852752, + "Creatinine_Level": 0.839386276, + "LDH_Level": 159.6881289, + "Calcium_Level": 8.965000869, + "Phosphorus_Level": 3.605925434, + "Glucose_Level": 93.71246967, + "Potassium_Level": 4.756411267, + "Sodium_Level": 136.7962439, + "Smoking_Pack_Years": 21.39072017 + }, + { 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1.017601838, + "LDH_Level": 172.9350947, + "Calcium_Level": 8.559693857, + "Phosphorus_Level": 2.996853736, + "Glucose_Level": 74.95207153, + "Potassium_Level": 4.548701224, + "Sodium_Level": 139.5457106, + "Smoking_Pack_Years": 67.00106826 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.01371246, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.63171597, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.0396194, + "White_Blood_Cell_Count": 6.493852395, + "Platelet_Count": 415.1702275, + "Albumin_Level": 4.73710051, + "Alkaline_Phosphatase_Level": 111.9893423, + "Alanine_Aminotransferase_Level": 32.03898224, + "Aspartate_Aminotransferase_Level": 25.50338358, + "Creatinine_Level": 1.337450025, + "LDH_Level": 106.529863, + "Calcium_Level": 8.281238103, + "Phosphorus_Level": 4.901546305, + "Glucose_Level": 129.9350415, + "Potassium_Level": 4.820690694, + "Sodium_Level": 144.7416816, + "Smoking_Pack_Years": 96.25633567 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.64461032, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.80109311, + "White_Blood_Cell_Count": 7.388216216, + "Platelet_Count": 324.687401, + "Albumin_Level": 4.513598071, + "Alkaline_Phosphatase_Level": 119.0630536, + "Alanine_Aminotransferase_Level": 38.27212621, + "Aspartate_Aminotransferase_Level": 29.87175134, + "Creatinine_Level": 1.338771917, + "LDH_Level": 106.991819, + "Calcium_Level": 8.482377242, + "Phosphorus_Level": 2.96996998, + "Glucose_Level": 148.8564595, + "Potassium_Level": 4.216030922, + "Sodium_Level": 138.5295999, + "Smoking_Pack_Years": 49.64465983 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.51376228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.23671501, + "White_Blood_Cell_Count": 7.278755536, + "Platelet_Count": 259.4040891, + "Albumin_Level": 4.35194875, + "Alkaline_Phosphatase_Level": 36.66689561, + "Alanine_Aminotransferase_Level": 10.87251622, + "Aspartate_Aminotransferase_Level": 36.02151556, + "Creatinine_Level": 1.453275162, + "LDH_Level": 191.5515161, + "Calcium_Level": 8.851693694, + "Phosphorus_Level": 2.718647039, + "Glucose_Level": 77.48541354, + "Potassium_Level": 4.234307955, + "Sodium_Level": 135.0531515, + "Smoking_Pack_Years": 11.31440917 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.09380652, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.83007797, + "White_Blood_Cell_Count": 4.86753364, + "Platelet_Count": 193.3063505, + "Albumin_Level": 3.373659149, + "Alkaline_Phosphatase_Level": 113.8546932, + "Alanine_Aminotransferase_Level": 34.75510766, + "Aspartate_Aminotransferase_Level": 28.15365108, + "Creatinine_Level": 1.288587548, + "LDH_Level": 114.0909836, + "Calcium_Level": 8.835248884, + "Phosphorus_Level": 4.968447748, + "Glucose_Level": 88.84878684, + "Potassium_Level": 4.730372764, + "Sodium_Level": 139.6562772, + "Smoking_Pack_Years": 20.11176963 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.00028941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.17886751, + "White_Blood_Cell_Count": 9.7352821, + "Platelet_Count": 402.8485268, + "Albumin_Level": 3.943336809, + "Alkaline_Phosphatase_Level": 118.4252574, + "Alanine_Aminotransferase_Level": 13.25916559, + "Aspartate_Aminotransferase_Level": 36.14381182, + "Creatinine_Level": 0.509131117, + "LDH_Level": 155.6348788, + "Calcium_Level": 9.698151792, + "Phosphorus_Level": 2.81710522, + "Glucose_Level": 77.30049443, + "Potassium_Level": 4.713350795, + "Sodium_Level": 141.2325912, + "Smoking_Pack_Years": 27.01384859 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.82914937, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.44797553, + "White_Blood_Cell_Count": 4.355972874, + "Platelet_Count": 410.6971484, + "Albumin_Level": 3.716207274, + "Alkaline_Phosphatase_Level": 118.0376048, + "Alanine_Aminotransferase_Level": 9.712663757, + "Aspartate_Aminotransferase_Level": 29.663793, + "Creatinine_Level": 1.468437699, + "LDH_Level": 160.0550028, + "Calcium_Level": 9.595757344, + "Phosphorus_Level": 4.425970792, + "Glucose_Level": 134.9743202, + "Potassium_Level": 3.565510161, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 27.93093148, + "Creatinine_Level": 1.487554258, + "LDH_Level": 162.6260812, + "Calcium_Level": 8.580876033, + "Phosphorus_Level": 3.918430413, + "Glucose_Level": 92.75063025, + "Potassium_Level": 3.917086861, + "Sodium_Level": 139.562845, + "Smoking_Pack_Years": 10.04429971 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.86663728, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.38952576, + "White_Blood_Cell_Count": 9.490516845, + "Platelet_Count": 224.9233458, + "Albumin_Level": 3.662966501, + "Alkaline_Phosphatase_Level": 95.5591976, + "Alanine_Aminotransferase_Level": 32.82843072, + "Aspartate_Aminotransferase_Level": 21.31815316, + "Creatinine_Level": 0.54044139, + "LDH_Level": 196.714014, + "Calcium_Level": 10.4378921, + "Phosphorus_Level": 3.607310389, + "Glucose_Level": 123.4054062, + "Potassium_Level": 4.921473423, + "Sodium_Level": 141.6363859, + "Smoking_Pack_Years": 24.81447432 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.8343422, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.81119286, + "White_Blood_Cell_Count": 6.470324094, + "Platelet_Count": 433.6715649, + "Albumin_Level": 4.425060834, + "Alkaline_Phosphatase_Level": 50.95468552, + "Alanine_Aminotransferase_Level": 30.48082832, + "Aspartate_Aminotransferase_Level": 24.06750493, + "Creatinine_Level": 1.139247345, + "LDH_Level": 237.726576, + "Calcium_Level": 8.916574405, + "Phosphorus_Level": 4.12362128, + "Glucose_Level": 94.24001045, + "Potassium_Level": 4.623155634, + "Sodium_Level": 141.5805973, + "Smoking_Pack_Years": 14.2096657 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.84053859, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.55080737, + "White_Blood_Cell_Count": 6.068329845, + "Platelet_Count": 380.2444457, + "Albumin_Level": 3.141675529, + "Alkaline_Phosphatase_Level": 35.03240639, + "Alanine_Aminotransferase_Level": 39.91965852, + "Aspartate_Aminotransferase_Level": 24.71536905, + "Creatinine_Level": 0.531469492, + "LDH_Level": 160.884969, + "Calcium_Level": 9.348177442, + "Phosphorus_Level": 4.817737556, + "Glucose_Level": 143.1843444, + "Potassium_Level": 4.772222555, + "Sodium_Level": 141.528127, + "Smoking_Pack_Years": 57.91577556 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.12200917, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.09112518, + "White_Blood_Cell_Count": 7.514740134, + "Platelet_Count": 371.8639249, + "Albumin_Level": 4.340364544, + "Alkaline_Phosphatase_Level": 72.25874454, + "Alanine_Aminotransferase_Level": 11.28116617, + "Aspartate_Aminotransferase_Level": 11.84101608, + "Creatinine_Level": 0.868752227, + "LDH_Level": 187.5798564, + "Calcium_Level": 8.772692917, + "Phosphorus_Level": 4.268400569, + "Glucose_Level": 119.2429063, + "Potassium_Level": 4.948169081, + "Sodium_Level": 137.8323714, + "Smoking_Pack_Years": 25.44143244 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.9968002, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.32105175, + "White_Blood_Cell_Count": 5.98970821, + "Platelet_Count": 179.4165245, + "Albumin_Level": 3.305717854, + "Alkaline_Phosphatase_Level": 77.82937554, + "Alanine_Aminotransferase_Level": 15.39537862, + "Aspartate_Aminotransferase_Level": 32.0926479, + "Creatinine_Level": 1.190626609, + "LDH_Level": 150.6728531, + "Calcium_Level": 10.47188639, + "Phosphorus_Level": 2.739953209, + "Glucose_Level": 93.38118038, + "Potassium_Level": 4.829457567, + "Sodium_Level": 140.6003565, + "Smoking_Pack_Years": 20.81270139 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.11911315, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.64176639, + "White_Blood_Cell_Count": 7.96589728, + "Platelet_Count": 335.7571902, + "Albumin_Level": 3.119126821, + "Alkaline_Phosphatase_Level": 45.95470388, + "Alanine_Aminotransferase_Level": 11.20878976, + "Aspartate_Aminotransferase_Level": 42.71801555, + "Creatinine_Level": 0.787829509, + "LDH_Level": 134.5168981, + "Calcium_Level": 8.624516088, + "Phosphorus_Level": 4.641711715, + "Glucose_Level": 100.8772724, + "Potassium_Level": 3.59032641, + "Sodium_Level": 135.5091743, + "Smoking_Pack_Years": 57.20979284 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.04981569, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.57735603, + "White_Blood_Cell_Count": 9.436189865, + "Platelet_Count": 362.1406263, + "Albumin_Level": 3.455016678, + "Alkaline_Phosphatase_Level": 79.90099371, + "Alanine_Aminotransferase_Level": 19.14219338, + "Aspartate_Aminotransferase_Level": 25.16630338, + "Creatinine_Level": 0.545308211, + "LDH_Level": 120.0282409, + "Calcium_Level": 9.380684368, + "Phosphorus_Level": 3.450942701, + "Glucose_Level": 109.6698252, + "Potassium_Level": 4.54931977, + "Sodium_Level": 137.733028, + "Smoking_Pack_Years": 66.59088785 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.12827331, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.52241117, + "White_Blood_Cell_Count": 9.56003934, + "Platelet_Count": 317.8836151, + "Albumin_Level": 3.902787574, + "Alkaline_Phosphatase_Level": 65.44915352, + "Alanine_Aminotransferase_Level": 20.78683812, + "Aspartate_Aminotransferase_Level": 44.87290739, + "Creatinine_Level": 1.145009285, + "LDH_Level": 104.6668279, + "Calcium_Level": 10.23397109, + "Phosphorus_Level": 4.19289432, + "Glucose_Level": 148.7794006, + "Potassium_Level": 4.851100415, + "Sodium_Level": 141.3197675, + "Smoking_Pack_Years": 43.70404532 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.31788807, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.67610443, + "White_Blood_Cell_Count": 6.943907398, + "Platelet_Count": 210.5839531, + "Albumin_Level": 3.444898103, + "Alkaline_Phosphatase_Level": 94.62101476, + "Alanine_Aminotransferase_Level": 27.20008951, + "Aspartate_Aminotransferase_Level": 43.4708239, + "Creatinine_Level": 1.329241801, + "LDH_Level": 104.7551174, + "Calcium_Level": 9.251086527, + "Phosphorus_Level": 4.155329935, + "Glucose_Level": 92.86626149, + "Potassium_Level": 3.870504882, + "Sodium_Level": 144.2108985, + "Smoking_Pack_Years": 11.05725172 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.19931187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.35543848, + "White_Blood_Cell_Count": 9.981116331, + "Platelet_Count": 432.1550117, + "Albumin_Level": 4.266206982, + "Alkaline_Phosphatase_Level": 85.55731375, + "Alanine_Aminotransferase_Level": 23.4664274, + "Aspartate_Aminotransferase_Level": 20.54071122, + "Creatinine_Level": 1.450693374, + "LDH_Level": 244.9370256, + "Calcium_Level": 8.462820586, + "Phosphorus_Level": 4.208138211, + "Glucose_Level": 97.39301812, + "Potassium_Level": 3.730244458, + "Sodium_Level": 142.1943555, + "Smoking_Pack_Years": 96.58336174 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.95255913, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.95810197, + "White_Blood_Cell_Count": 8.269158744, + "Platelet_Count": 191.6533926, + "Albumin_Level": 4.74731898, + "Alkaline_Phosphatase_Level": 78.79006452, + "Alanine_Aminotransferase_Level": 24.63570721, + "Aspartate_Aminotransferase_Level": 37.24603712, + "Creatinine_Level": 0.888598159, + "LDH_Level": 238.1543091, + "Calcium_Level": 9.761211091, + "Phosphorus_Level": 3.119371464, + "Glucose_Level": 75.13711528, + "Potassium_Level": 4.20852086, + "Sodium_Level": 141.4237103, + "Smoking_Pack_Years": 10.23858582 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.62368819, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.49577891, + "White_Blood_Cell_Count": 5.688669883, + "Platelet_Count": 201.4365809, + "Albumin_Level": 3.240967624, + "Alkaline_Phosphatase_Level": 96.83158701, + "Alanine_Aminotransferase_Level": 18.84993463, + "Aspartate_Aminotransferase_Level": 33.6359894, + "Creatinine_Level": 0.693560838, + "LDH_Level": 150.0790754, + "Calcium_Level": 8.71542156, + "Phosphorus_Level": 3.146932251, + "Glucose_Level": 143.6870542, + "Potassium_Level": 4.018223755, + "Sodium_Level": 141.0270019, + "Smoking_Pack_Years": 73.44366322 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.24046919, + "Tumor_Location": "Upper 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122.8423808, + "Potassium_Level": 4.206801142, + "Sodium_Level": 139.7386201, + "Smoking_Pack_Years": 64.36899246 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.85707558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.36015512, + "White_Blood_Cell_Count": 6.726913291, + "Platelet_Count": 185.3909502, + "Albumin_Level": 3.50431785, + "Alkaline_Phosphatase_Level": 97.13031386, + "Alanine_Aminotransferase_Level": 21.17967355, + "Aspartate_Aminotransferase_Level": 38.47198608, + "Creatinine_Level": 0.836063907, + "LDH_Level": 162.1042258, + "Calcium_Level": 9.192530167, + "Phosphorus_Level": 3.182706198, + "Glucose_Level": 86.06692253, + "Potassium_Level": 3.832318022, + "Sodium_Level": 143.2317904, + "Smoking_Pack_Years": 0.236434937 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.06449169, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.64901185, + "White_Blood_Cell_Count": 9.335070284, + "Platelet_Count": 155.7015412, + "Albumin_Level": 3.335992183, + "Alkaline_Phosphatase_Level": 36.61314389, + "Alanine_Aminotransferase_Level": 6.510015904, + "Aspartate_Aminotransferase_Level": 47.46098965, + "Creatinine_Level": 0.97884618, + "LDH_Level": 181.3336686, + "Calcium_Level": 8.656393359, + "Phosphorus_Level": 2.767671016, + "Glucose_Level": 138.96533, + "Potassium_Level": 4.144874593, + "Sodium_Level": 137.1900086, + "Smoking_Pack_Years": 60.18540279 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.40888497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.00081569, + "White_Blood_Cell_Count": 5.920257445, + "Platelet_Count": 318.7822591, + "Albumin_Level": 3.997178529, + "Alkaline_Phosphatase_Level": 98.95972846, + "Alanine_Aminotransferase_Level": 37.71853774, + "Aspartate_Aminotransferase_Level": 45.04228441, + "Creatinine_Level": 1.182319615, + "LDH_Level": 166.696115, + "Calcium_Level": 9.210574306, + 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"LDH_Level": 107.4488571, + "Calcium_Level": 9.20601528, + "Phosphorus_Level": 3.47366864, + "Glucose_Level": 94.863399, + "Potassium_Level": 3.523874465, + "Sodium_Level": 142.4707652, + "Smoking_Pack_Years": 39.40193963 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.88913133, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.46237801, + "White_Blood_Cell_Count": 8.441086717, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.50637396, + "White_Blood_Cell_Count": 6.341440171, + "Platelet_Count": 174.2106263, + "Albumin_Level": 4.237224554, + "Alkaline_Phosphatase_Level": 54.53529485, + "Alanine_Aminotransferase_Level": 7.395999, + "Aspartate_Aminotransferase_Level": 36.5279527, + "Creatinine_Level": 0.501508242, + "LDH_Level": 164.2538147, + "Calcium_Level": 10.39157378, + "Phosphorus_Level": 4.481711278, + "Glucose_Level": 116.0747695, + "Potassium_Level": 3.613672619, + "Sodium_Level": 138.1362604, + "Smoking_Pack_Years": 55.72526002 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.13424579, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.21646652, + "White_Blood_Cell_Count": 6.247351612, + "Platelet_Count": 277.4577443, + "Albumin_Level": 3.639380982, + "Alkaline_Phosphatase_Level": 57.96325183, + "Alanine_Aminotransferase_Level": 30.06645001, + "Aspartate_Aminotransferase_Level": 46.65747899, + "Creatinine_Level": 0.507056626, + "LDH_Level": 130.7693363, + "Calcium_Level": 9.922446423, + "Phosphorus_Level": 3.534402807, + "Glucose_Level": 135.5468255, + "Potassium_Level": 4.954999781, + "Sodium_Level": 144.2076254, + "Smoking_Pack_Years": 97.58652308 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.67914023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.63434816, + "White_Blood_Cell_Count": 6.185037031, + "Platelet_Count": 249.6585503, + "Albumin_Level": 4.698577335, + "Alkaline_Phosphatase_Level": 100.7518806, + "Alanine_Aminotransferase_Level": 27.98124794, + "Aspartate_Aminotransferase_Level": 41.72873816, + "Creatinine_Level": 1.444876619, + "LDH_Level": 219.1409139, + "Calcium_Level": 8.261231158, + "Phosphorus_Level": 3.729604037, + "Glucose_Level": 77.1993897, + "Potassium_Level": 4.1847267, + "Sodium_Level": 136.1974963, + "Smoking_Pack_Years": 22.91132495 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.05946361, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.78905583, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.52736664, + "White_Blood_Cell_Count": 9.098006776, + "Platelet_Count": 413.610852, + "Albumin_Level": 4.643274519, + "Alkaline_Phosphatase_Level": 111.498389, + "Alanine_Aminotransferase_Level": 18.38618847, + "Aspartate_Aminotransferase_Level": 22.8015532, + "Creatinine_Level": 1.415413937, + "LDH_Level": 248.2105327, + "Calcium_Level": 8.730938943, + "Phosphorus_Level": 3.398798015, + "Glucose_Level": 125.7012241, + "Potassium_Level": 4.117765489, + "Sodium_Level": 142.2621325, + "Smoking_Pack_Years": 98.18850398 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.97584256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.08869065, + "White_Blood_Cell_Count": 5.418193811, + "Platelet_Count": 227.0365271, + "Albumin_Level": 3.573757159, + "Alkaline_Phosphatase_Level": 36.29478672, + "Alanine_Aminotransferase_Level": 25.15232662, + "Aspartate_Aminotransferase_Level": 12.59552206, + "Creatinine_Level": 1.283629358, + "LDH_Level": 102.4936976, + "Calcium_Level": 8.77913182, + "Phosphorus_Level": 2.821533593, + "Glucose_Level": 136.1409518, + "Potassium_Level": 4.714543393, + "Sodium_Level": 144.4732713, + "Smoking_Pack_Years": 22.72728315 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.70394638, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.40781499, + "White_Blood_Cell_Count": 5.266161769, + "Platelet_Count": 289.4942593, + "Albumin_Level": 4.413569077, + "Alkaline_Phosphatase_Level": 85.91317726, + "Alanine_Aminotransferase_Level": 7.847630312, + "Aspartate_Aminotransferase_Level": 43.66913318, + "Creatinine_Level": 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"Creatinine_Level": 0.540826055, + "LDH_Level": 133.2888703, + "Calcium_Level": 9.564717157, + "Phosphorus_Level": 3.77726083, + "Glucose_Level": 87.82964509, + "Potassium_Level": 4.788661702, + "Sodium_Level": 139.3176581, + "Smoking_Pack_Years": 83.41262351 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.68121694, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.9785333, + "White_Blood_Cell_Count": 8.579806853, + "Platelet_Count": 428.888015, + "Albumin_Level": 4.958896283, + "Alkaline_Phosphatase_Level": 80.15252862, + "Alanine_Aminotransferase_Level": 31.93905449, + "Aspartate_Aminotransferase_Level": 33.07348512, + "Creatinine_Level": 1.430746415, + "LDH_Level": 213.7685089, + "Calcium_Level": 8.670038156, + "Phosphorus_Level": 4.475943653, + "Glucose_Level": 137.7710483, + "Potassium_Level": 3.845416025, + "Sodium_Level": 136.561453, + "Smoking_Pack_Years": 51.38263113 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.86079407, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + 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64, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.04424401, + "White_Blood_Cell_Count": 7.587840111, + "Platelet_Count": 223.5841709, + "Albumin_Level": 3.498093252, + "Alkaline_Phosphatase_Level": 44.64082292, + "Alanine_Aminotransferase_Level": 21.54687382, + "Aspartate_Aminotransferase_Level": 34.00414548, + "Creatinine_Level": 1.370944281, + "LDH_Level": 221.8557569, + "Calcium_Level": 9.649315584, + "Phosphorus_Level": 2.65019903, + "Glucose_Level": 138.7824964, + "Potassium_Level": 4.875696697, + "Sodium_Level": 143.1635343, + "Smoking_Pack_Years": 60.80410889 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.56418033, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.1972588, + "White_Blood_Cell_Count": 4.104144813, + "Platelet_Count": 248.3084938, + "Albumin_Level": 3.196852722, + "Alkaline_Phosphatase_Level": 93.52361117, + "Alanine_Aminotransferase_Level": 36.7605792, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.68711869, + "White_Blood_Cell_Count": 4.317338154, + "Platelet_Count": 269.8456629, + "Albumin_Level": 4.652815565, + "Alkaline_Phosphatase_Level": 91.74370684, + "Alanine_Aminotransferase_Level": 19.88288905, + "Aspartate_Aminotransferase_Level": 14.97071625, + "Creatinine_Level": 0.97908961, + "LDH_Level": 235.7000701, + "Calcium_Level": 9.95484046, + "Phosphorus_Level": 3.975573185, + "Glucose_Level": 125.190488, + "Potassium_Level": 3.87518424, + "Sodium_Level": 136.1168357, + "Smoking_Pack_Years": 87.89634498 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.89950215, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.34307156, + "White_Blood_Cell_Count": 8.455834499, + "Platelet_Count": 338.0351377, + "Albumin_Level": 4.148106984, + "Alkaline_Phosphatase_Level": 96.91849411, + "Alanine_Aminotransferase_Level": 37.34456214, + "Aspartate_Aminotransferase_Level": 49.51993485, + "Creatinine_Level": 0.951769009, + "LDH_Level": 216.6477301, + "Calcium_Level": 10.40354422, + "Phosphorus_Level": 2.775783292, + "Glucose_Level": 96.36640209, + "Potassium_Level": 3.503939854, + "Sodium_Level": 135.3810016, + "Smoking_Pack_Years": 76.04497046 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.58771246, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.1734161, + "White_Blood_Cell_Count": 4.562846619, + "Platelet_Count": 221.157648, + "Albumin_Level": 3.707547033, + "Alkaline_Phosphatase_Level": 32.08570617, + "Alanine_Aminotransferase_Level": 33.59249874, + "Aspartate_Aminotransferase_Level": 44.17916196, + "Creatinine_Level": 0.617538848, + "LDH_Level": 169.6430056, + "Calcium_Level": 9.200949084, + "Phosphorus_Level": 2.930224161, + "Glucose_Level": 142.2359426, + "Potassium_Level": 4.398517311, + "Sodium_Level": 135.3437107, + "Smoking_Pack_Years": 76.41091349 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.93590621, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.24741873, + "White_Blood_Cell_Count": 5.802263622, + "Platelet_Count": 363.361962, + "Albumin_Level": 3.069821209, + "Alkaline_Phosphatase_Level": 109.3661618, + "Alanine_Aminotransferase_Level": 37.70173081, + "Aspartate_Aminotransferase_Level": 49.02261607, + "Creatinine_Level": 0.716809561, + "LDH_Level": 222.4055996, + "Calcium_Level": 9.503469899, + "Phosphorus_Level": 2.557765095, + "Glucose_Level": 85.59000133, + "Potassium_Level": 4.532263753, + "Sodium_Level": 136.2753839, + "Smoking_Pack_Years": 28.35996321 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.99668746, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.92582188, + "White_Blood_Cell_Count": 7.229214467, + "Platelet_Count": 271.1417678, + "Albumin_Level": 4.073764083, + "Alkaline_Phosphatase_Level": 43.32986163, + "Alanine_Aminotransferase_Level": 19.77742743, + "Aspartate_Aminotransferase_Level": 21.65333948, + "Creatinine_Level": 0.747125646, + "LDH_Level": 236.6857938, + "Calcium_Level": 10.31779106, + "Phosphorus_Level": 3.565995697, + "Glucose_Level": 115.6479128, + "Potassium_Level": 4.247603981, + "Sodium_Level": 140.4423297, + "Smoking_Pack_Years": 67.22922812 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.62030927, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.56665696, + "White_Blood_Cell_Count": 7.427088204, + "Platelet_Count": 301.6164887, + "Albumin_Level": 4.928833467, + "Alkaline_Phosphatase_Level": 105.3820219, + "Alanine_Aminotransferase_Level": 17.15312791, + "Aspartate_Aminotransferase_Level": 16.19839038, + "Creatinine_Level": 0.778835863, + "LDH_Level": 165.4726836, + "Calcium_Level": 8.046846146, + "Phosphorus_Level": 3.670429944, + "Glucose_Level": 97.31813601, + "Potassium_Level": 4.863493476, + "Sodium_Level": 139.9013402, + "Smoking_Pack_Years": 71.65866601 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.16063983, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.25030656, + "White_Blood_Cell_Count": 9.115523031, + "Platelet_Count": 200.5623843, + "Albumin_Level": 4.177687947, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.87752621, + "White_Blood_Cell_Count": 8.045284441, + "Platelet_Count": 429.2389946, + "Albumin_Level": 3.897896728, + "Alkaline_Phosphatase_Level": 39.71215603, + "Alanine_Aminotransferase_Level": 6.312366408, + "Aspartate_Aminotransferase_Level": 42.08291404, + "Creatinine_Level": 1.00733054, + "LDH_Level": 138.2118528, + "Calcium_Level": 8.512984263, + "Phosphorus_Level": 2.948922841, + "Glucose_Level": 125.8631194, + "Potassium_Level": 3.506487174, + "Sodium_Level": 135.1158733, + "Smoking_Pack_Years": 2.135667267 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.07999563, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.02893022, + "White_Blood_Cell_Count": 9.886715024, + "Platelet_Count": 201.7631546, + "Albumin_Level": 3.761458387, + "Alkaline_Phosphatase_Level": 41.9144275, + "Alanine_Aminotransferase_Level": 14.18077857, + "Aspartate_Aminotransferase_Level": 47.6459942, + "Creatinine_Level": 0.936300456, + "LDH_Level": 249.7606618, + "Calcium_Level": 9.727038694, + "Phosphorus_Level": 3.012210928, + "Glucose_Level": 99.46805287, + "Potassium_Level": 4.987183981, + "Sodium_Level": 140.0834766, + "Smoking_Pack_Years": 65.07282958 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.61762075, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.62641058, + "White_Blood_Cell_Count": 6.127633597, + "Platelet_Count": 401.6597955, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.8582489, + "White_Blood_Cell_Count": 5.438782506, + "Platelet_Count": 327.0701712, + "Albumin_Level": 4.271019199, + "Alkaline_Phosphatase_Level": 90.59002272, + "Alanine_Aminotransferase_Level": 27.53432636, + "Aspartate_Aminotransferase_Level": 48.7289646, + "Creatinine_Level": 0.922248689, + "LDH_Level": 226.8896371, + "Calcium_Level": 8.175414096, + "Phosphorus_Level": 2.834336376, + "Glucose_Level": 135.6635827, + "Potassium_Level": 4.136670024, + "Sodium_Level": 135.4064241, + "Smoking_Pack_Years": 84.30625587 + }, + { + "Age": 64, + "Gender": 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145.1542836, + "Calcium_Level": 8.041146829, + "Phosphorus_Level": 2.710961391, + "Glucose_Level": 75.32108276, + "Potassium_Level": 3.691323849, + "Sodium_Level": 142.7303518, + "Smoking_Pack_Years": 37.56646113 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.14854628, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.32370115, + "White_Blood_Cell_Count": 7.227956174, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.98962053, + "White_Blood_Cell_Count": 8.570200271, + "Platelet_Count": 167.7269532, + "Albumin_Level": 4.449200688, + "Alkaline_Phosphatase_Level": 82.70954729, + "Alanine_Aminotransferase_Level": 29.0352127, + "Aspartate_Aminotransferase_Level": 36.58985783, + "Creatinine_Level": 1.137504576, + "LDH_Level": 142.1408342, + "Calcium_Level": 8.889702704, + "Phosphorus_Level": 4.874679305, + "Glucose_Level": 114.9937803, + "Potassium_Level": 3.600138417, + "Sodium_Level": 141.2028036, + "Smoking_Pack_Years": 20.52205899 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.35827164, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Other", + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.93810811, + "White_Blood_Cell_Count": 7.884981232, + "Platelet_Count": 395.5360395, + "Albumin_Level": 3.716135024, + "Alkaline_Phosphatase_Level": 119.0630132, + "Alanine_Aminotransferase_Level": 26.18016377, + "Aspartate_Aminotransferase_Level": 45.18027715, + "Creatinine_Level": 1.125511593, + "LDH_Level": 147.1690693, + "Calcium_Level": 9.106005703, + "Phosphorus_Level": 3.663574286, + "Glucose_Level": 91.98929402, + "Potassium_Level": 4.082072989, + "Sodium_Level": 137.8086529, + "Smoking_Pack_Years": 11.02926788 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.98620865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.67708579, + "White_Blood_Cell_Count": 5.637324462, + "Platelet_Count": 153.9841329, + "Albumin_Level": 4.620973948, + "Alkaline_Phosphatase_Level": 110.903106, + "Alanine_Aminotransferase_Level": 34.77086369, + "Aspartate_Aminotransferase_Level": 22.40253945, + "Creatinine_Level": 1.27775289, + "LDH_Level": 174.3045007, + "Calcium_Level": 8.168593171, + "Phosphorus_Level": 4.979333482, + "Glucose_Level": 110.3054469, + "Potassium_Level": 3.939533116, + "Sodium_Level": 136.7285461, 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49.72466847, + "Creatinine_Level": 0.617043854, + "LDH_Level": 196.4806314, + "Calcium_Level": 9.138273396, + "Phosphorus_Level": 3.54916878, + "Glucose_Level": 91.46235692, + "Potassium_Level": 4.672987712, + "Sodium_Level": 140.4769934, + "Smoking_Pack_Years": 64.95185365 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.1098039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.65601703, + "White_Blood_Cell_Count": 4.285998971, + "Platelet_Count": 348.7916281, + "Albumin_Level": 4.554865665, + "Alkaline_Phosphatase_Level": 69.82516862, + "Alanine_Aminotransferase_Level": 19.71660882, + "Aspartate_Aminotransferase_Level": 12.78196249, + "Creatinine_Level": 1.24539618, + "LDH_Level": 175.7493196, + "Calcium_Level": 9.249909049, + "Phosphorus_Level": 3.673486492, + "Glucose_Level": 107.1089862, + "Potassium_Level": 4.688560407, + "Sodium_Level": 143.3889461, + "Smoking_Pack_Years": 66.7450661 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.35196564, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.09851663, + "White_Blood_Cell_Count": 3.779377393, + "Platelet_Count": 249.8442318, + "Albumin_Level": 4.937943454, + "Alkaline_Phosphatase_Level": 80.41548294, + "Alanine_Aminotransferase_Level": 16.13029634, + "Aspartate_Aminotransferase_Level": 49.36205275, + "Creatinine_Level": 1.446326141, + "LDH_Level": 194.0669702, + "Calcium_Level": 8.03876962, + "Phosphorus_Level": 4.304575468, + "Glucose_Level": 139.4485888, + "Potassium_Level": 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35.80983564, + "Aspartate_Aminotransferase_Level": 12.76751082, + "Creatinine_Level": 1.442377777, + "LDH_Level": 170.3977334, + "Calcium_Level": 9.394007646, + "Phosphorus_Level": 3.279617835, + "Glucose_Level": 123.162283, + "Potassium_Level": 4.251765782, + "Sodium_Level": 142.3064578, + "Smoking_Pack_Years": 80.37240906 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.87929818, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 81, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.1542777, + "White_Blood_Cell_Count": 8.588559554, + "Platelet_Count": 221.4444253, + "Albumin_Level": 4.041878662, + "Alkaline_Phosphatase_Level": 39.6205016, + "Alanine_Aminotransferase_Level": 10.01541258, + "Aspartate_Aminotransferase_Level": 24.81186088, + "Creatinine_Level": 0.589592423, + "LDH_Level": 190.5606998, + "Calcium_Level": 10.28763318, + "Phosphorus_Level": 3.659988741, + "Glucose_Level": 106.827237, + "Potassium_Level": 3.95428245, + "Sodium_Level": 143.323093, + "Smoking_Pack_Years": 30.93857959 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.67903677, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.38049899, + "White_Blood_Cell_Count": 9.446202559, + "Platelet_Count": 235.7147348, + "Albumin_Level": 3.559478195, + "Alkaline_Phosphatase_Level": 44.76912636, + "Alanine_Aminotransferase_Level": 11.87206175, + "Aspartate_Aminotransferase_Level": 23.28952687, + "Creatinine_Level": 1.354446285, + "LDH_Level": 214.0585411, + "Calcium_Level": 10.1688256, + "Phosphorus_Level": 3.452459408, + "Glucose_Level": 122.490641, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.50740895, + "White_Blood_Cell_Count": 8.480644772, + "Platelet_Count": 228.0386336, + "Albumin_Level": 4.829099096, + "Alkaline_Phosphatase_Level": 32.81492065, + "Alanine_Aminotransferase_Level": 22.92699117, + "Aspartate_Aminotransferase_Level": 27.7760592, + "Creatinine_Level": 0.808122411, + "LDH_Level": 193.8278042, + "Calcium_Level": 8.561285136, + "Phosphorus_Level": 4.16657694, + "Glucose_Level": 127.0217928, + "Potassium_Level": 3.910004777, + "Sodium_Level": 136.5664273, + "Smoking_Pack_Years": 39.62172762 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.70433699, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.83421919, + "White_Blood_Cell_Count": 6.354404319, + "Platelet_Count": 376.3906489, + "Albumin_Level": 3.520091417, + "Alkaline_Phosphatase_Level": 95.39379941, + "Alanine_Aminotransferase_Level": 27.38665388, + "Aspartate_Aminotransferase_Level": 42.73778867, + "Creatinine_Level": 1.252345834, + "LDH_Level": 166.2786028, + "Calcium_Level": 10.11362252, + "Phosphorus_Level": 2.526137679, + "Glucose_Level": 106.8036364, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.66990068, + "White_Blood_Cell_Count": 7.383379397, + "Platelet_Count": 221.990261, + "Albumin_Level": 4.636688936, + "Alkaline_Phosphatase_Level": 38.46893529, + "Alanine_Aminotransferase_Level": 36.77201919, + "Aspartate_Aminotransferase_Level": 24.75196283, + "Creatinine_Level": 1.410309963, + "LDH_Level": 171.8538939, + "Calcium_Level": 9.340130248, + "Phosphorus_Level": 2.995967056, + "Glucose_Level": 93.8478573, + "Potassium_Level": 3.561934196, + "Sodium_Level": 139.8601327, + "Smoking_Pack_Years": 99.16808281 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.15916109, + "Tumor_Location": "Lower 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124.6557901, + "Potassium_Level": 3.778049335, + "Sodium_Level": 144.5709198, + "Smoking_Pack_Years": 25.60721304 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.16442881, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.39393613, + "White_Blood_Cell_Count": 5.976755904, + "Platelet_Count": 199.5067215, + "Albumin_Level": 4.537131479, + "Alkaline_Phosphatase_Level": 98.72021831, + "Alanine_Aminotransferase_Level": 22.20557282, + "Aspartate_Aminotransferase_Level": 21.79781743, + "Creatinine_Level": 0.619901362, + "LDH_Level": 103.9330245, + "Calcium_Level": 8.378467328, + "Phosphorus_Level": 4.631808847, + "Glucose_Level": 110.2573108, + "Potassium_Level": 3.707782052, + "Sodium_Level": 142.0006138, + "Smoking_Pack_Years": 19.21186033 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.94097321, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.80961742, + "White_Blood_Cell_Count": 9.128054841, + "Platelet_Count": 321.2877259, + "Albumin_Level": 4.708615621, + "Alkaline_Phosphatase_Level": 79.52231129, + "Alanine_Aminotransferase_Level": 21.24874814, + "Aspartate_Aminotransferase_Level": 11.11560702, + "Creatinine_Level": 0.523347106, + "LDH_Level": 176.5291852, + "Calcium_Level": 8.708348854, + "Phosphorus_Level": 2.795836532, + "Glucose_Level": 133.9011152, + "Potassium_Level": 3.551545141, + "Sodium_Level": 144.7025861, + "Smoking_Pack_Years": 33.05854651 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.05337169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.20162901, + "White_Blood_Cell_Count": 4.828761914, + "Platelet_Count": 265.9277353, + "Albumin_Level": 3.056613703, + "Alkaline_Phosphatase_Level": 43.48095783, + "Alanine_Aminotransferase_Level": 14.27222087, + "Aspartate_Aminotransferase_Level": 30.47510558, + "Creatinine_Level": 1.152349145, + "LDH_Level": 196.270186, + "Calcium_Level": 10.3035442, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.97867223, + "White_Blood_Cell_Count": 3.754680672, + "Platelet_Count": 375.3007506, + "Albumin_Level": 3.671488895, + "Alkaline_Phosphatase_Level": 65.36908215, + "Alanine_Aminotransferase_Level": 32.33119137, + "Aspartate_Aminotransferase_Level": 18.84379208, + "Creatinine_Level": 0.570308394, + "LDH_Level": 146.7227977, + "Calcium_Level": 10.44309985, + "Phosphorus_Level": 4.773886927, + "Glucose_Level": 140.959769, + "Potassium_Level": 3.867288919, + "Sodium_Level": 144.8416303, + "Smoking_Pack_Years": 13.69729074 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Tumor_Size_mm": 84.68575954, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.67864528, + "White_Blood_Cell_Count": 6.681093577, + "Platelet_Count": 212.2497679, + "Albumin_Level": 3.636971132, + "Alkaline_Phosphatase_Level": 31.02452848, + "Alanine_Aminotransferase_Level": 15.26363774, + "Aspartate_Aminotransferase_Level": 49.20732281, + "Creatinine_Level": 1.109212826, + "LDH_Level": 215.6703974, + "Calcium_Level": 9.53402982, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.88284936, + "White_Blood_Cell_Count": 7.863045035, + "Platelet_Count": 270.2960931, + "Albumin_Level": 3.010980621, + "Alkaline_Phosphatase_Level": 49.8490916, + "Alanine_Aminotransferase_Level": 9.445457621, + "Aspartate_Aminotransferase_Level": 40.71214265, + "Creatinine_Level": 0.541115788, + "LDH_Level": 109.1186454, + "Calcium_Level": 10.0200905, + "Phosphorus_Level": 4.687500134, + "Glucose_Level": 111.8082084, + "Potassium_Level": 3.571788089, + "Sodium_Level": 139.4565118, + "Smoking_Pack_Years": 16.62017618 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.67996104, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.06244065, + "White_Blood_Cell_Count": 4.907574361, + "Platelet_Count": 355.5075241, + "Albumin_Level": 3.629398893, + "Alkaline_Phosphatase_Level": 77.58673723, + "Alanine_Aminotransferase_Level": 37.53746874, + "Aspartate_Aminotransferase_Level": 20.68914067, + "Creatinine_Level": 1.34142441, + "LDH_Level": 225.3149485, + "Calcium_Level": 10.19052158, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 116.3689424, + "Alanine_Aminotransferase_Level": 34.10826673, + "Aspartate_Aminotransferase_Level": 48.71118014, + "Creatinine_Level": 1.20395471, + "LDH_Level": 195.8466412, + "Calcium_Level": 8.074787471, + "Phosphorus_Level": 2.840948984, + "Glucose_Level": 78.22573362, + "Potassium_Level": 4.48724775, + "Sodium_Level": 141.9235476, + "Smoking_Pack_Years": 96.77478574 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.05631929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 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"Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.88486777, + "White_Blood_Cell_Count": 5.660364184, + "Platelet_Count": 377.2669749, + "Albumin_Level": 3.422829797, + "Alkaline_Phosphatase_Level": 107.8865053, + "Alanine_Aminotransferase_Level": 30.0724211, + "Aspartate_Aminotransferase_Level": 15.00979523, + "Creatinine_Level": 1.422005786, + "LDH_Level": 106.372446, + "Calcium_Level": 8.879121871, + "Phosphorus_Level": 3.790541219, + "Glucose_Level": 106.8795615, + "Potassium_Level": 4.345283735, + "Sodium_Level": 135.3297868, + "Smoking_Pack_Years": 20.51653043 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.48484122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.13584617, + "White_Blood_Cell_Count": 8.983041466, + "Platelet_Count": 328.3000201, + "Albumin_Level": 4.013856222, + "Alkaline_Phosphatase_Level": 30.75424469, + "Alanine_Aminotransferase_Level": 8.53123594, + "Aspartate_Aminotransferase_Level": 46.10351213, + "Creatinine_Level": 0.925910213, + "LDH_Level": 130.0354852, + "Calcium_Level": 8.941496509, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.70824626, + "White_Blood_Cell_Count": 5.643641435, + "Platelet_Count": 292.3839671, + "Albumin_Level": 3.684199473, + "Alkaline_Phosphatase_Level": 75.25298585, + "Alanine_Aminotransferase_Level": 24.1694447, + "Aspartate_Aminotransferase_Level": 13.85434363, + "Creatinine_Level": 1.096398792, + "LDH_Level": 108.5391183, + "Calcium_Level": 10.30519921, + "Phosphorus_Level": 2.763828562, + "Glucose_Level": 112.4559255, + "Potassium_Level": 4.6018352, + "Sodium_Level": 137.148969, + "Smoking_Pack_Years": 78.06326099 + }, + { + "Age": 71, + "Gender": "Female", 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.27756657, + "White_Blood_Cell_Count": 5.169963142, + "Platelet_Count": 356.5096955, + "Albumin_Level": 3.383145248, + "Alkaline_Phosphatase_Level": 51.62862734, + "Alanine_Aminotransferase_Level": 21.54587178, + "Aspartate_Aminotransferase_Level": 46.77969336, + "Creatinine_Level": 0.651474394, + "LDH_Level": 200.48883, + "Calcium_Level": 8.163489256, + "Phosphorus_Level": 4.646937577, + "Glucose_Level": 74.35082465, + "Potassium_Level": 4.638346335, + "Sodium_Level": 139.0644627, + "Smoking_Pack_Years": 5.38743008 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.04361953, + "White_Blood_Cell_Count": 5.762916898, + "Platelet_Count": 240.1143815, + "Albumin_Level": 4.692896289, + "Alkaline_Phosphatase_Level": 52.92558181, + "Alanine_Aminotransferase_Level": 13.18717528, + "Aspartate_Aminotransferase_Level": 33.31268185, + "Creatinine_Level": 1.148454972, + "LDH_Level": 141.8609723, + "Calcium_Level": 10.39300807, + "Phosphorus_Level": 4.632895022, + "Glucose_Level": 139.2340151, + "Potassium_Level": 4.376479161, + "Sodium_Level": 141.9208581, + "Smoking_Pack_Years": 75.37960517 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.78199333, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + 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"Creatinine_Level": 1.470925242, + "LDH_Level": 110.9830072, + "Calcium_Level": 9.241280443, + "Phosphorus_Level": 3.112628925, + "Glucose_Level": 104.4612955, + "Potassium_Level": 4.958914406, + "Sodium_Level": 136.1039755, + "Smoking_Pack_Years": 47.87691364 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.23964949, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.51729946, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.79356192, + "White_Blood_Cell_Count": 8.92321917, + "Platelet_Count": 367.928774, + "Albumin_Level": 3.308109398, + "Alkaline_Phosphatase_Level": 106.8691205, + "Alanine_Aminotransferase_Level": 14.44669693, + "Aspartate_Aminotransferase_Level": 43.29944323, + "Creatinine_Level": 1.195284607, + "LDH_Level": 139.8459036, + "Calcium_Level": 9.646202794, + "Phosphorus_Level": 4.484001836, + "Glucose_Level": 131.3406402, + "Potassium_Level": 4.766276181, + "Sodium_Level": 144.6915079, + "Smoking_Pack_Years": 51.59155707 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.45345643, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Potassium_Level": 4.753788084, + "Sodium_Level": 135.6220644, + "Smoking_Pack_Years": 62.19189784 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.66913783, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.13025951, + "White_Blood_Cell_Count": 8.732944694, + "Platelet_Count": 336.3822358, + "Albumin_Level": 4.431726626, + "Alkaline_Phosphatase_Level": 101.238594, + "Alanine_Aminotransferase_Level": 13.76000639, + "Aspartate_Aminotransferase_Level": 11.09112671, + "Creatinine_Level": 0.964364097, + "LDH_Level": 160.6812335, + "Calcium_Level": 10.42472642, + "Phosphorus_Level": 2.805822551, + "Glucose_Level": 130.983132, + "Potassium_Level": 3.552676652, + "Sodium_Level": 139.6407454, + "Smoking_Pack_Years": 98.79164118 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.99498805, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + 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108.2974193, + "Potassium_Level": 3.695982629, + "Sodium_Level": 136.5705513, + "Smoking_Pack_Years": 21.10971747 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.53795895, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.6460587, + "White_Blood_Cell_Count": 7.427960601, + "Platelet_Count": 188.4998802, + "Albumin_Level": 3.87762159, + "Alkaline_Phosphatase_Level": 104.0910528, + "Alanine_Aminotransferase_Level": 34.4410088, + "Aspartate_Aminotransferase_Level": 22.43302317, + "Creatinine_Level": 0.588475449, + "LDH_Level": 248.778136, + "Calcium_Level": 8.078998954, + "Phosphorus_Level": 4.757843894, + "Glucose_Level": 93.50203706, + "Potassium_Level": 3.560336605, + "Sodium_Level": 137.0411997, + "Smoking_Pack_Years": 32.7024927 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.62428056, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.84559765, + "White_Blood_Cell_Count": 5.844540059, + "Platelet_Count": 335.9940724, + "Albumin_Level": 3.717802091, + "Alkaline_Phosphatase_Level": 98.15742501, + "Alanine_Aminotransferase_Level": 9.699948696, + "Aspartate_Aminotransferase_Level": 47.78568861, + "Creatinine_Level": 0.652833234, + "LDH_Level": 111.1859739, + "Calcium_Level": 8.00725408, + "Phosphorus_Level": 3.968232533, + "Glucose_Level": 130.8003679, + "Potassium_Level": 4.606938861, + "Sodium_Level": 137.0607264, + "Smoking_Pack_Years": 28.59538318 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.73940846, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.19632378, + "White_Blood_Cell_Count": 7.784019266, + "Platelet_Count": 262.4978305, + "Albumin_Level": 4.045776881, + "Alkaline_Phosphatase_Level": 46.04635374, + "Alanine_Aminotransferase_Level": 5.446859055, + "Aspartate_Aminotransferase_Level": 37.39448573, + "Creatinine_Level": 0.856558453, + "LDH_Level": 196.380062, + "Calcium_Level": 10.38055028, + "Phosphorus_Level": 4.730758274, + "Glucose_Level": 79.70854463, + "Potassium_Level": 3.908662887, + "Sodium_Level": 135.7841731, + "Smoking_Pack_Years": 63.37721095 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.27385652, + "Tumor_Location": 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122.8135, + "Potassium_Level": 4.138905881, + "Sodium_Level": 143.217382, + "Smoking_Pack_Years": 31.97613981 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.3353622, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.56553794, + "White_Blood_Cell_Count": 5.277633787, + "Platelet_Count": 441.4818765, + "Albumin_Level": 4.737776157, + "Alkaline_Phosphatase_Level": 83.99680508, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.38927975, + "White_Blood_Cell_Count": 5.169956971, + "Platelet_Count": 215.8938654, + "Albumin_Level": 4.859333315, + "Alkaline_Phosphatase_Level": 74.4137575, + "Alanine_Aminotransferase_Level": 33.15609202, + "Aspartate_Aminotransferase_Level": 20.2111516, + "Creatinine_Level": 1.421155024, + "LDH_Level": 124.7070043, + "Calcium_Level": 8.374622459, + "Phosphorus_Level": 4.721963715, + "Glucose_Level": 115.4836498, + "Potassium_Level": 4.043877543, + "Sodium_Level": 140.8703196, + "Smoking_Pack_Years": 99.48136941 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.54477374, + "Tumor_Location": 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Smoker", + "Tumor_Size_mm": 97.2648992, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.05014901, + "White_Blood_Cell_Count": 6.476716281, + "Platelet_Count": 213.7534202, + "Albumin_Level": 4.406544627, + "Alkaline_Phosphatase_Level": 118.771103, + "Alanine_Aminotransferase_Level": 14.33127985, + "Aspartate_Aminotransferase_Level": 14.08258358, + "Creatinine_Level": 0.907551589, + "LDH_Level": 125.781342, + "Calcium_Level": 9.039909031, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.69149258, + "White_Blood_Cell_Count": 5.999658916, + "Platelet_Count": 358.6001421, + "Albumin_Level": 3.272097468, + "Alkaline_Phosphatase_Level": 79.66263857, + "Alanine_Aminotransferase_Level": 36.61616914, + "Aspartate_Aminotransferase_Level": 16.26396765, + "Creatinine_Level": 0.943671273, + "LDH_Level": 129.5916977, + "Calcium_Level": 10.16876942, + "Phosphorus_Level": 3.295144454, + "Glucose_Level": 72.99908922, + "Potassium_Level": 4.847714716, + "Sodium_Level": 136.3131584, + "Smoking_Pack_Years": 64.26024848 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.04690828, + "White_Blood_Cell_Count": 5.821125117, + "Platelet_Count": 433.5596645, + "Albumin_Level": 3.354337137, + "Alkaline_Phosphatase_Level": 104.3938592, + "Alanine_Aminotransferase_Level": 39.79846639, + "Aspartate_Aminotransferase_Level": 49.91934443, + "Creatinine_Level": 1.243970156, + "LDH_Level": 235.1696936, + "Calcium_Level": 10.31059637, + "Phosphorus_Level": 3.241781475, + "Glucose_Level": 71.99943858, + "Potassium_Level": 4.629848493, + "Sodium_Level": 141.8353414, + "Smoking_Pack_Years": 82.06387543 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.71290672, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.85917589, + "White_Blood_Cell_Count": 6.489418809, + "Platelet_Count": 444.056128, + "Albumin_Level": 3.292128201, + "Alkaline_Phosphatase_Level": 104.6794887, + "Alanine_Aminotransferase_Level": 26.55970827, + "Aspartate_Aminotransferase_Level": 26.91727965, + "Creatinine_Level": 0.577308901, 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}, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.68152204, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.21911581, + "White_Blood_Cell_Count": 6.684992753, + "Platelet_Count": 361.8805325, + "Albumin_Level": 3.193296436, + "Alkaline_Phosphatase_Level": 91.22681657, + "Alanine_Aminotransferase_Level": 10.87270553, + "Aspartate_Aminotransferase_Level": 11.65586205, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.06520081, + "White_Blood_Cell_Count": 9.226897536, + "Platelet_Count": 321.5707862, + "Albumin_Level": 3.614395327, + "Alkaline_Phosphatase_Level": 86.21413391, + "Alanine_Aminotransferase_Level": 11.61886312, + "Aspartate_Aminotransferase_Level": 22.19766786, + "Creatinine_Level": 0.525313273, + "LDH_Level": 209.0140601, + "Calcium_Level": 8.000400951, + "Phosphorus_Level": 4.012417841, + "Glucose_Level": 95.48938505, + "Potassium_Level": 4.954591559, + "Sodium_Level": 138.2048316, + "Smoking_Pack_Years": 36.59510175 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.31965007, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.62780592, + "White_Blood_Cell_Count": 5.364300323, + "Platelet_Count": 405.5705752, + "Albumin_Level": 3.375458019, + "Alkaline_Phosphatase_Level": 113.0447759, + "Alanine_Aminotransferase_Level": 18.58841928, + "Aspartate_Aminotransferase_Level": 41.09435514, + "Creatinine_Level": 1.231150922, + "LDH_Level": 117.3686642, + "Calcium_Level": 10.30565586, + "Phosphorus_Level": 2.701833401, + "Glucose_Level": 120.3664595, + "Potassium_Level": 4.431361374, + "Sodium_Level": 143.8762869, + "Smoking_Pack_Years": 65.03099694 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.71722012, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.06628585, + "White_Blood_Cell_Count": 7.396099938, + "Platelet_Count": 172.4761071, + "Albumin_Level": 3.494155837, + "Alkaline_Phosphatase_Level": 100.7796804, + "Alanine_Aminotransferase_Level": 11.0341084, + "Aspartate_Aminotransferase_Level": 29.13839333, + "Creatinine_Level": 1.293874071, + "LDH_Level": 231.4904608, + "Calcium_Level": 8.153528774, + "Phosphorus_Level": 3.997091133, + "Glucose_Level": 79.32019303, + "Potassium_Level": 3.674516354, + "Sodium_Level": 140.5449028, + "Smoking_Pack_Years": 47.51539757 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.30155289, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.1647858, + "White_Blood_Cell_Count": 6.588027778, + "Platelet_Count": 365.0991438, + "Albumin_Level": 3.843388335, + "Alkaline_Phosphatase_Level": 42.28569379, + "Alanine_Aminotransferase_Level": 14.26582384, + "Aspartate_Aminotransferase_Level": 27.36215298, + "Creatinine_Level": 1.351420021, + "LDH_Level": 104.0484143, + "Calcium_Level": 9.573625433, + "Phosphorus_Level": 4.992349529, + "Glucose_Level": 104.6570981, + "Potassium_Level": 4.439756382, + "Sodium_Level": 144.9583347, + "Smoking_Pack_Years": 45.03773488 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.82001565, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.43746995, + "White_Blood_Cell_Count": 7.18286126, + "Platelet_Count": 279.2198451, + "Albumin_Level": 4.765234047, + "Alkaline_Phosphatase_Level": 67.72514298, + "Alanine_Aminotransferase_Level": 7.632913455, + "Aspartate_Aminotransferase_Level": 25.01430881, + "Creatinine_Level": 0.971108557, + "LDH_Level": 165.3558178, + "Calcium_Level": 10.02830389, + "Phosphorus_Level": 4.144971615, + "Glucose_Level": 74.15216146, + "Potassium_Level": 4.646997441, + "Sodium_Level": 140.4113499, + "Smoking_Pack_Years": 37.91601775 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.18307139, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.15892697, + "White_Blood_Cell_Count": 8.391158751, + "Platelet_Count": 327.0906158, + "Albumin_Level": 4.351821394, + "Alkaline_Phosphatase_Level": 33.78027625, + "Alanine_Aminotransferase_Level": 37.79641959, + "Aspartate_Aminotransferase_Level": 14.81824655, + "Creatinine_Level": 1.363452998, + "LDH_Level": 112.6537627, + "Calcium_Level": 9.661452152, + "Phosphorus_Level": 4.495262893, + "Glucose_Level": 142.6509323, + "Potassium_Level": 4.962218675, + "Sodium_Level": 136.9078333, + "Smoking_Pack_Years": 35.96632396 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.93213197, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.78515201, + "White_Blood_Cell_Count": 5.051272359, + "Platelet_Count": 238.0554588, + "Albumin_Level": 3.142369897, + "Alkaline_Phosphatase_Level": 117.4533131, + "Alanine_Aminotransferase_Level": 17.60476449, + "Aspartate_Aminotransferase_Level": 43.03730017, + "Creatinine_Level": 1.233100906, + "LDH_Level": 211.8902519, + "Calcium_Level": 9.694937587, + "Phosphorus_Level": 3.4686619, + "Glucose_Level": 92.59902372, + "Potassium_Level": 3.658000554, + "Sodium_Level": 135.552943, + "Smoking_Pack_Years": 40.99813509 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.56432406, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.13748577, + "White_Blood_Cell_Count": 6.214079283, + "Platelet_Count": 298.4018185, + "Albumin_Level": 3.255819249, + "Alkaline_Phosphatase_Level": 32.83292591, + "Alanine_Aminotransferase_Level": 21.91534625, + "Aspartate_Aminotransferase_Level": 34.96971272, + "Creatinine_Level": 1.224121559, + "LDH_Level": 227.2389742, + "Calcium_Level": 10.03653255, + "Phosphorus_Level": 3.392404437, + "Glucose_Level": 109.8660608, + "Potassium_Level": 4.964661885, + "Sodium_Level": 142.2466345, + "Smoking_Pack_Years": 43.23036696 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.43193968, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.43549973, + "White_Blood_Cell_Count": 7.653217053, + "Platelet_Count": 165.481344, + "Albumin_Level": 3.429050697, + "Alkaline_Phosphatase_Level": 94.1371686, + "Alanine_Aminotransferase_Level": 6.724190975, + "Aspartate_Aminotransferase_Level": 20.14884305, + "Creatinine_Level": 0.602031764, + "LDH_Level": 189.0560279, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.86466744, + "White_Blood_Cell_Count": 8.262235328, + "Platelet_Count": 179.0527072, + "Albumin_Level": 4.900590749, + "Alkaline_Phosphatase_Level": 69.18760516, + "Alanine_Aminotransferase_Level": 11.44633992, + "Aspartate_Aminotransferase_Level": 12.54363923, + "Creatinine_Level": 0.544390062, + "LDH_Level": 180.4714908, + "Calcium_Level": 9.031263233, + "Phosphorus_Level": 3.492597213, + "Glucose_Level": 115.4492684, + "Potassium_Level": 3.53661678, + "Sodium_Level": 137.4753113, + "Smoking_Pack_Years": 51.94083116 + }, + { + "Age": 62, + "Gender": 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153.1826374, + "Calcium_Level": 8.042328825, + "Phosphorus_Level": 3.604503751, + "Glucose_Level": 94.43302806, + "Potassium_Level": 4.787959964, + "Sodium_Level": 140.1053507, + "Smoking_Pack_Years": 68.9198888 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.34809768, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.55238831, + "White_Blood_Cell_Count": 5.389884616, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.24511355, + "White_Blood_Cell_Count": 7.403268375, + "Platelet_Count": 207.1987824, + "Albumin_Level": 3.595219996, + "Alkaline_Phosphatase_Level": 100.878136, + "Alanine_Aminotransferase_Level": 13.12174316, + "Aspartate_Aminotransferase_Level": 24.38894834, + "Creatinine_Level": 0.994001527, + "LDH_Level": 199.5127587, + "Calcium_Level": 8.118121104, + "Phosphorus_Level": 4.918193554, + "Glucose_Level": 142.4514959, + "Potassium_Level": 3.676636048, + "Sodium_Level": 139.029984, + "Smoking_Pack_Years": 88.42103287 + }, + { + "Age": 38, + "Gender": "Male", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.14405114, + "White_Blood_Cell_Count": 8.111457175, + "Platelet_Count": 261.7839817, + "Albumin_Level": 3.273204829, + "Alkaline_Phosphatase_Level": 36.11228629, + "Alanine_Aminotransferase_Level": 33.18209368, + "Aspartate_Aminotransferase_Level": 27.89750169, + "Creatinine_Level": 1.444799392, + "LDH_Level": 197.0705671, + "Calcium_Level": 10.02651729, + "Phosphorus_Level": 4.76097802, + "Glucose_Level": 106.4221193, + "Potassium_Level": 4.21379727, + "Sodium_Level": 139.6164854, + "Smoking_Pack_Years": 59.32128724 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.67111963, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.1665133, + "White_Blood_Cell_Count": 4.763683031, + "Platelet_Count": 387.7989873, + "Albumin_Level": 3.454962304, + "Alkaline_Phosphatase_Level": 100.0438516, + "Alanine_Aminotransferase_Level": 37.22192391, + "Aspartate_Aminotransferase_Level": 10.69244878, + "Creatinine_Level": 0.597853117, + "LDH_Level": 112.3572804, + "Calcium_Level": 10.33471451, + "Phosphorus_Level": 2.974808277, + "Glucose_Level": 82.95261701, + "Potassium_Level": 4.250895785, + "Sodium_Level": 144.5640308, + "Smoking_Pack_Years": 40.24389509 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.23405913, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.64569928, + "White_Blood_Cell_Count": 8.720354014, + "Platelet_Count": 191.5316075, + "Albumin_Level": 3.977720054, + "Alkaline_Phosphatase_Level": 77.47318414, + "Alanine_Aminotransferase_Level": 16.98557221, + "Aspartate_Aminotransferase_Level": 35.26877085, + "Creatinine_Level": 0.880214059, + "LDH_Level": 189.8092195, + "Calcium_Level": 10.10695487, + "Phosphorus_Level": 2.75444248, + "Glucose_Level": 141.1049883, + "Potassium_Level": 4.562264762, + "Sodium_Level": 143.5253398, + "Smoking_Pack_Years": 57.1085248 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.96861886, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.91749659, + "White_Blood_Cell_Count": 4.799568865, + "Platelet_Count": 280.2654694, + "Albumin_Level": 4.001147816, + "Alkaline_Phosphatase_Level": 35.18828096, + "Alanine_Aminotransferase_Level": 38.58648088, + "Aspartate_Aminotransferase_Level": 38.04926298, + "Creatinine_Level": 0.968082149, + "LDH_Level": 118.4860274, + "Calcium_Level": 8.791667822, + "Phosphorus_Level": 3.505166514, + "Glucose_Level": 98.96182302, + "Potassium_Level": 4.644462636, + "Sodium_Level": 135.018971, + "Smoking_Pack_Years": 61.16793729 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.71828337, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.1555029, + "White_Blood_Cell_Count": 6.434160915, + "Platelet_Count": 183.5431174, + "Albumin_Level": 3.645754168, + "Alkaline_Phosphatase_Level": 81.62173777, + "Alanine_Aminotransferase_Level": 7.243885437, + "Aspartate_Aminotransferase_Level": 41.23153212, + "Creatinine_Level": 1.19266636, + "LDH_Level": 215.3574327, + "Calcium_Level": 10.02094083, + "Phosphorus_Level": 4.676886474, + "Glucose_Level": 77.25524412, + "Potassium_Level": 3.724465809, + "Sodium_Level": 137.3942827, + "Smoking_Pack_Years": 67.2330419 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.72084253, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.67957722, + "White_Blood_Cell_Count": 6.065502388, + "Platelet_Count": 355.9667221, + "Albumin_Level": 4.971075734, + "Alkaline_Phosphatase_Level": 35.88648472, + "Alanine_Aminotransferase_Level": 6.305512506, + 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"Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.25890874, + "White_Blood_Cell_Count": 8.153070017, + "Platelet_Count": 256.9320073, + "Albumin_Level": 4.789806761, + "Alkaline_Phosphatase_Level": 92.2702081, + "Alanine_Aminotransferase_Level": 18.95542057, + "Aspartate_Aminotransferase_Level": 10.66614122, + "Creatinine_Level": 0.923358901, + "LDH_Level": 161.9955357, + "Calcium_Level": 10.1975814, + "Phosphorus_Level": 3.891733003, + "Glucose_Level": 138.9195982, + "Potassium_Level": 4.080473668, + "Sodium_Level": 141.0784112, + "Smoking_Pack_Years": 18.01481524 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.72582393, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.59027126, + "White_Blood_Cell_Count": 5.318619001, + "Platelet_Count": 274.3956024, + "Albumin_Level": 3.740773857, + "Alkaline_Phosphatase_Level": 84.47797054, + "Alanine_Aminotransferase_Level": 13.63826639, + "Aspartate_Aminotransferase_Level": 27.63934547, + "Creatinine_Level": 0.683212138, + "LDH_Level": 217.7735585, + "Calcium_Level": 9.012725958, + "Phosphorus_Level": 3.891019687, + "Glucose_Level": 87.64074591, + "Potassium_Level": 3.560071236, + "Sodium_Level": 144.480761, + "Smoking_Pack_Years": 39.80389323 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.40886171, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 106, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.79176046, + "White_Blood_Cell_Count": 4.763936254, + "Platelet_Count": 434.7657027, + "Albumin_Level": 3.50428296, + "Alkaline_Phosphatase_Level": 118.5131172, + "Alanine_Aminotransferase_Level": 19.35680741, + "Aspartate_Aminotransferase_Level": 24.49443056, + "Creatinine_Level": 1.058235751, + "LDH_Level": 191.1445586, + "Calcium_Level": 8.214724007, + "Phosphorus_Level": 4.70997555, + "Glucose_Level": 89.01318386, + "Potassium_Level": 3.596411614, + "Sodium_Level": 144.5980722, + "Smoking_Pack_Years": 11.47159024 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.63225586, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.33048318, + "White_Blood_Cell_Count": 7.4658501, + "Platelet_Count": 428.5996448, + "Albumin_Level": 3.046661318, + "Alkaline_Phosphatase_Level": 117.4521211, + "Alanine_Aminotransferase_Level": 37.07391263, + "Aspartate_Aminotransferase_Level": 35.03958653, + "Creatinine_Level": 1.249280099, + "LDH_Level": 101.0984522, + "Calcium_Level": 8.919995913, + "Phosphorus_Level": 3.473811663, + "Glucose_Level": 130.9391929, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.22074215, + "White_Blood_Cell_Count": 6.413617756, + "Platelet_Count": 232.7788946, + "Albumin_Level": 4.028847131, + "Alkaline_Phosphatase_Level": 83.19732403, + "Alanine_Aminotransferase_Level": 14.07472047, + "Aspartate_Aminotransferase_Level": 18.35183579, + "Creatinine_Level": 1.035770636, + "LDH_Level": 227.2956507, + "Calcium_Level": 10.41870054, + "Phosphorus_Level": 3.147414209, + "Glucose_Level": 118.9720617, + "Potassium_Level": 4.436378259, + "Sodium_Level": 137.10129, + "Smoking_Pack_Years": 82.21762227 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.12818192, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.27772448, + "White_Blood_Cell_Count": 6.743331398, + "Platelet_Count": 287.5696814, + "Albumin_Level": 3.196696557, + "Alkaline_Phosphatase_Level": 114.8346391, + "Alanine_Aminotransferase_Level": 33.18091016, + "Aspartate_Aminotransferase_Level": 44.21928171, + "Creatinine_Level": 1.373537253, + "LDH_Level": 170.3150912, + "Calcium_Level": 9.117964213, + "Phosphorus_Level": 4.245418025, + "Glucose_Level": 84.06256451, + "Potassium_Level": 3.861323861, + "Sodium_Level": 143.6954096, + "Smoking_Pack_Years": 53.43989849 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + 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3.534143313, + "Alkaline_Phosphatase_Level": 116.0973519, + "Alanine_Aminotransferase_Level": 8.495739947, + "Aspartate_Aminotransferase_Level": 26.58839036, + "Creatinine_Level": 0.566061767, + "LDH_Level": 124.1204624, + "Calcium_Level": 8.979808305, + "Phosphorus_Level": 4.269901727, + "Glucose_Level": 82.95201935, + "Potassium_Level": 4.387065082, + "Sodium_Level": 144.8096861, + "Smoking_Pack_Years": 52.08526766 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.23346093, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.69735553, + "White_Blood_Cell_Count": 6.592351862, + "Platelet_Count": 176.2666334, + "Albumin_Level": 4.081957523, + "Alkaline_Phosphatase_Level": 62.96880239, + "Alanine_Aminotransferase_Level": 15.0852658, + "Aspartate_Aminotransferase_Level": 46.74329017, + "Creatinine_Level": 1.409486471, + "LDH_Level": 177.7381383, + "Calcium_Level": 9.339199043, + "Phosphorus_Level": 4.669407614, + "Glucose_Level": 146.9098042, + "Potassium_Level": 4.166426987, + "Sodium_Level": 137.4037555, + "Smoking_Pack_Years": 48.82279828 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 10.35609376, + "Phosphorus_Level": 3.195193482, + "Glucose_Level": 123.4744404, + "Potassium_Level": 3.87247139, + "Sodium_Level": 135.2771741, + "Smoking_Pack_Years": 74.96566589 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.79914501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.72280314, + "White_Blood_Cell_Count": 5.97516405, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.00689183, + "White_Blood_Cell_Count": 9.604448728, + "Platelet_Count": 285.6498435, + "Albumin_Level": 3.122643357, + "Alkaline_Phosphatase_Level": 45.42454539, + "Alanine_Aminotransferase_Level": 27.23912705, + "Aspartate_Aminotransferase_Level": 14.02332179, + "Creatinine_Level": 0.732459536, + "LDH_Level": 109.3881899, + "Calcium_Level": 9.952788506, + "Phosphorus_Level": 4.144858255, + "Glucose_Level": 111.1621492, + "Potassium_Level": 4.746711386, + "Sodium_Level": 140.2294022, + "Smoking_Pack_Years": 74.3936232 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.86791777, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.10066033, + "White_Blood_Cell_Count": 3.519321981, + "Platelet_Count": 391.0628523, + "Albumin_Level": 3.255851255, + "Alkaline_Phosphatase_Level": 51.36494624, + "Alanine_Aminotransferase_Level": 10.66520346, + "Aspartate_Aminotransferase_Level": 11.79166351, + "Creatinine_Level": 1.361227311, + "LDH_Level": 187.813005, + "Calcium_Level": 9.344571949, + "Phosphorus_Level": 3.010430806, + "Glucose_Level": 92.34135526, + "Potassium_Level": 3.69737976, + "Sodium_Level": 137.9189525, + "Smoking_Pack_Years": 52.05876468 + }, + { + "Age": 42, + "Gender": "Female", 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.24613975, + "White_Blood_Cell_Count": 6.146496965, + "Platelet_Count": 412.7317097, + "Albumin_Level": 4.360996269, + "Alkaline_Phosphatase_Level": 67.94978487, + "Alanine_Aminotransferase_Level": 17.43509781, + "Aspartate_Aminotransferase_Level": 23.21958217, + "Creatinine_Level": 0.715398804, + "LDH_Level": 179.2863806, + "Calcium_Level": 8.529891388, + "Phosphorus_Level": 4.630618317, + "Glucose_Level": 137.169959, + "Potassium_Level": 4.963820994, + "Sodium_Level": 137.4523599, + "Smoking_Pack_Years": 97.69494785 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.78418245, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.59212486, + "White_Blood_Cell_Count": 6.817938728, + "Platelet_Count": 300.4489537, + "Albumin_Level": 4.504202653, + "Alkaline_Phosphatase_Level": 49.9992985, + "Alanine_Aminotransferase_Level": 33.11331977, + "Aspartate_Aminotransferase_Level": 32.18951165, + "Creatinine_Level": 1.1701806, + "LDH_Level": 219.8910182, + "Calcium_Level": 9.716115279, + "Phosphorus_Level": 2.79907402, + "Glucose_Level": 123.7859339, + "Potassium_Level": 3.96660534, + "Sodium_Level": 136.6632003, + "Smoking_Pack_Years": 17.63754823 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.84701392, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.84991592, + "White_Blood_Cell_Count": 8.675492929, + "Platelet_Count": 376.5279169, + "Albumin_Level": 3.866350648, + "Alkaline_Phosphatase_Level": 80.25454219, + "Alanine_Aminotransferase_Level": 8.543590629, + "Aspartate_Aminotransferase_Level": 28.0075901, + "Creatinine_Level": 0.66686683, + "LDH_Level": 119.2303655, + "Calcium_Level": 10.32500892, + "Phosphorus_Level": 2.832255837, + "Glucose_Level": 103.386949, + "Potassium_Level": 4.36650266, + "Sodium_Level": 142.5815595, + "Smoking_Pack_Years": 59.26169389 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.34115983, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.18013026, + "White_Blood_Cell_Count": 5.866132823, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.27123273, + "White_Blood_Cell_Count": 6.552742892, + "Platelet_Count": 394.9689476, + "Albumin_Level": 4.147549546, + "Alkaline_Phosphatase_Level": 110.4723172, + "Alanine_Aminotransferase_Level": 13.49421939, + "Aspartate_Aminotransferase_Level": 49.96608938, + "Creatinine_Level": 1.2607631, + "LDH_Level": 177.7687938, + "Calcium_Level": 9.597553409, + "Phosphorus_Level": 2.828233577, + "Glucose_Level": 122.0452496, + "Potassium_Level": 4.167162026, + "Sodium_Level": 136.5512037, + "Smoking_Pack_Years": 98.49626487 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.74163215, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.95906086, + "White_Blood_Cell_Count": 6.646358514, + "Platelet_Count": 228.6767982, + "Albumin_Level": 4.865745126, + "Alkaline_Phosphatase_Level": 104.8297289, + "Alanine_Aminotransferase_Level": 27.08956709, + "Aspartate_Aminotransferase_Level": 18.21906496, + "Creatinine_Level": 0.741839893, + "LDH_Level": 233.3134007, + "Calcium_Level": 8.925555176, + "Phosphorus_Level": 3.701911828, + "Glucose_Level": 112.3961436, + "Potassium_Level": 3.806172924, + "Sodium_Level": 139.2555486, + "Smoking_Pack_Years": 9.083617935 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.14719546, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.0346145, + "White_Blood_Cell_Count": 6.313041231, + "Platelet_Count": 419.3524323, + "Albumin_Level": 4.911475388, + "Alkaline_Phosphatase_Level": 89.86882314, + "Alanine_Aminotransferase_Level": 5.916878459, + "Aspartate_Aminotransferase_Level": 11.10644048, + "Creatinine_Level": 1.277785704, + "LDH_Level": 114.2949723, + "Calcium_Level": 10.34045474, + "Phosphorus_Level": 2.641413162, + "Glucose_Level": 110.8968943, + "Potassium_Level": 4.123755496, + "Sodium_Level": 139.9549694, + "Smoking_Pack_Years": 81.98619556 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.68836817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.73653433, + "White_Blood_Cell_Count": 6.768511661, + "Platelet_Count": 407.2725137, + "Albumin_Level": 3.589755864, + "Alkaline_Phosphatase_Level": 107.3320882, + "Alanine_Aminotransferase_Level": 15.55381327, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.99392278, + "White_Blood_Cell_Count": 7.157318469, + "Platelet_Count": 415.2219382, + "Albumin_Level": 4.284680358, + "Alkaline_Phosphatase_Level": 37.69578553, + "Alanine_Aminotransferase_Level": 28.16359655, + "Aspartate_Aminotransferase_Level": 30.00462718, + "Creatinine_Level": 1.305400075, + "LDH_Level": 186.609352, + "Calcium_Level": 8.485842809, + "Phosphorus_Level": 2.600132553, + "Glucose_Level": 105.0261115, + "Potassium_Level": 4.281796937, + "Sodium_Level": 137.0344903, + "Smoking_Pack_Years": 48.765786 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.2461946, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.64260028, + "White_Blood_Cell_Count": 6.550142883, + "Platelet_Count": 335.0083051, + "Albumin_Level": 4.118699745, + "Alkaline_Phosphatase_Level": 33.31130301, + "Alanine_Aminotransferase_Level": 24.55660053, + "Aspartate_Aminotransferase_Level": 38.08873863, + "Creatinine_Level": 0.898010881, + "LDH_Level": 187.1648179, + "Calcium_Level": 9.355336485, + "Phosphorus_Level": 3.51429422, + "Glucose_Level": 149.4780057, + "Potassium_Level": 4.880904085, + "Sodium_Level": 135.4143244, + "Smoking_Pack_Years": 51.80133542 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.2625037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Aspartate_Aminotransferase_Level": 27.20949805, + "Creatinine_Level": 1.107748509, + "LDH_Level": 199.5290798, + "Calcium_Level": 9.72418254, + "Phosphorus_Level": 2.750074748, + "Glucose_Level": 88.13358445, + "Potassium_Level": 4.512765563, + "Sodium_Level": 140.9739678, + "Smoking_Pack_Years": 26.05058388 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.12434741, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 70, + 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"Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.9925998, + "White_Blood_Cell_Count": 3.743736513, + "Platelet_Count": 283.8254973, + "Albumin_Level": 4.170128915, + "Alkaline_Phosphatase_Level": 108.1205813, + "Alanine_Aminotransferase_Level": 32.87256105, + "Aspartate_Aminotransferase_Level": 11.70772323, + "Creatinine_Level": 0.647088436, + "LDH_Level": 154.1813664, + "Calcium_Level": 8.544587185, + "Phosphorus_Level": 4.388374016, + "Glucose_Level": 113.0835321, + "Potassium_Level": 3.658535553, + "Sodium_Level": 142.7486761, + "Smoking_Pack_Years": 77.83427986 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.66297659, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.73749787, + "White_Blood_Cell_Count": 6.771037765, + "Platelet_Count": 174.4954671, + "Albumin_Level": 3.21545624, + "Alkaline_Phosphatase_Level": 60.39607634, + "Alanine_Aminotransferase_Level": 37.33971906, + "Aspartate_Aminotransferase_Level": 26.92481926, + "Creatinine_Level": 0.811223814, + "LDH_Level": 162.7106989, + "Calcium_Level": 9.841386005, + "Phosphorus_Level": 4.088748127, + "Glucose_Level": 110.9017187, + "Potassium_Level": 4.907020102, + "Sodium_Level": 136.12244, + "Smoking_Pack_Years": 79.1957968 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.7316591, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.90718165, + "White_Blood_Cell_Count": 8.068342319, + "Platelet_Count": 215.8441394, + "Albumin_Level": 4.814337496, + "Alkaline_Phosphatase_Level": 43.08054668, + "Alanine_Aminotransferase_Level": 28.29600638, + "Aspartate_Aminotransferase_Level": 42.53045142, + "Creatinine_Level": 1.347547791, + "LDH_Level": 115.9257302, + "Calcium_Level": 9.409243554, + "Phosphorus_Level": 3.861454867, + "Glucose_Level": 96.71237633, + "Potassium_Level": 3.893542649, + "Sodium_Level": 136.6138712, + "Smoking_Pack_Years": 83.38204055 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.71152273, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.82389764, + "White_Blood_Cell_Count": 6.866528908, + "Platelet_Count": 208.2790379, + "Albumin_Level": 4.590621542, + "Alkaline_Phosphatase_Level": 65.55788806, + "Alanine_Aminotransferase_Level": 21.68941289, + "Aspartate_Aminotransferase_Level": 29.68568829, + "Creatinine_Level": 0.72558906, + "LDH_Level": 103.4881247, + "Calcium_Level": 8.871544637, + "Phosphorus_Level": 3.441379224, + "Glucose_Level": 104.386788, + "Potassium_Level": 4.789339045, + "Sodium_Level": 135.8736913, + "Smoking_Pack_Years": 89.31123271 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.64682206, + "Tumor_Location": 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125.8983003, + "Potassium_Level": 4.519137162, + "Sodium_Level": 143.5330447, + "Smoking_Pack_Years": 84.98896227 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.16565736, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.48130035, + "White_Blood_Cell_Count": 3.926000197, + "Platelet_Count": 360.8310312, + "Albumin_Level": 4.403877085, + "Alkaline_Phosphatase_Level": 77.3497785, + "Alanine_Aminotransferase_Level": 36.32929332, + "Aspartate_Aminotransferase_Level": 34.47224338, + "Creatinine_Level": 0.718956537, + "LDH_Level": 197.673144, + "Calcium_Level": 9.582874735, + "Phosphorus_Level": 3.708616548, + "Glucose_Level": 82.92148221, + "Potassium_Level": 3.883075779, + "Sodium_Level": 138.456777, + "Smoking_Pack_Years": 39.11314881 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.72202072, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.26981271, + "White_Blood_Cell_Count": 9.472596144, + "Platelet_Count": 249.7067218, + "Albumin_Level": 4.685933262, + "Alkaline_Phosphatase_Level": 41.62729759, + "Alanine_Aminotransferase_Level": 15.14272934, + "Aspartate_Aminotransferase_Level": 11.02520259, + "Creatinine_Level": 1.347271903, + "LDH_Level": 216.7045867, + "Calcium_Level": 8.979915088, + "Phosphorus_Level": 3.663379602, + "Glucose_Level": 90.6953323, + "Potassium_Level": 3.813800554, + "Sodium_Level": 139.3603288, + "Smoking_Pack_Years": 77.44089609 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.5521526, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.60919092, + "White_Blood_Cell_Count": 7.212844478, + "Platelet_Count": 372.5535771, + "Albumin_Level": 3.088117139, + "Alkaline_Phosphatase_Level": 37.26972605, + "Alanine_Aminotransferase_Level": 13.24307323, + "Aspartate_Aminotransferase_Level": 47.70525842, + "Creatinine_Level": 0.586231204, + "LDH_Level": 151.1364495, + "Calcium_Level": 8.059204112, + "Phosphorus_Level": 3.624535182, + "Glucose_Level": 76.9329007, + "Potassium_Level": 4.14432803, + "Sodium_Level": 142.8561729, + "Smoking_Pack_Years": 68.38530824 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.20381156, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.05903717, + "White_Blood_Cell_Count": 8.614779922, + "Platelet_Count": 364.2893317, + "Albumin_Level": 4.026489802, + "Alkaline_Phosphatase_Level": 63.66410843, + "Alanine_Aminotransferase_Level": 17.25121388, + "Aspartate_Aminotransferase_Level": 10.77813833, + "Creatinine_Level": 0.878188344, + "LDH_Level": 112.2991995, + "Calcium_Level": 9.452603824, + "Phosphorus_Level": 3.526889849, + "Glucose_Level": 118.613175, + "Potassium_Level": 4.522085855, + "Sodium_Level": 136.5626183, + "Smoking_Pack_Years": 75.4901335 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.19679098, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 13.37888238, + "Aspartate_Aminotransferase_Level": 35.96290763, + "Creatinine_Level": 0.759868603, + "LDH_Level": 186.9062081, + "Calcium_Level": 8.616641746, + "Phosphorus_Level": 4.835275416, + "Glucose_Level": 136.6164999, + "Potassium_Level": 3.883816694, + "Sodium_Level": 140.7316792, + "Smoking_Pack_Years": 39.31284773 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.29646578, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.41265089, + "White_Blood_Cell_Count": 7.475709094, + "Platelet_Count": 339.4247546, + "Albumin_Level": 4.575190478, + "Alkaline_Phosphatase_Level": 96.28616052, + "Alanine_Aminotransferase_Level": 18.60708457, + "Aspartate_Aminotransferase_Level": 11.72886937, + "Creatinine_Level": 1.415390408, + "LDH_Level": 201.5430015, + "Calcium_Level": 9.191860738, + "Phosphorus_Level": 3.541801865, + "Glucose_Level": 134.1221502, + "Potassium_Level": 4.680745217, + "Sodium_Level": 140.7504881, + "Smoking_Pack_Years": 38.49620417 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.76576978, + "Tumor_Location": 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81.11909258, + "Alanine_Aminotransferase_Level": 33.88833208, + "Aspartate_Aminotransferase_Level": 34.62058783, + "Creatinine_Level": 0.548609591, + "LDH_Level": 125.6323694, + "Calcium_Level": 8.166719616, + "Phosphorus_Level": 4.221873954, + "Glucose_Level": 128.2307971, + "Potassium_Level": 4.650192322, + "Sodium_Level": 143.9641197, + "Smoking_Pack_Years": 55.91712562 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.69413878, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.99687446, + "White_Blood_Cell_Count": 5.070797604, + "Platelet_Count": 230.2323476, + "Albumin_Level": 4.901063084, + "Alkaline_Phosphatase_Level": 42.20288764, + "Alanine_Aminotransferase_Level": 18.51701475, + "Aspartate_Aminotransferase_Level": 49.84836351, + "Creatinine_Level": 0.822714889, + "LDH_Level": 155.0914536, + "Calcium_Level": 9.858214334, + "Phosphorus_Level": 3.261285971, + "Glucose_Level": 114.6335684, + "Potassium_Level": 4.253568651, + "Sodium_Level": 143.024924, + "Smoking_Pack_Years": 56.49602385 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.87128172, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.74388408, + "White_Blood_Cell_Count": 6.16061498, + "Platelet_Count": 310.8687735, + "Albumin_Level": 4.071807309, + "Alkaline_Phosphatase_Level": 45.1060462, + "Alanine_Aminotransferase_Level": 19.11384702, + "Aspartate_Aminotransferase_Level": 39.66119298, + "Creatinine_Level": 1.433002372, + "LDH_Level": 184.2472488, + "Calcium_Level": 8.452593005, + "Phosphorus_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.46268781, + "White_Blood_Cell_Count": 5.897925201, + "Platelet_Count": 177.490223, + "Albumin_Level": 4.50180282, + "Alkaline_Phosphatase_Level": 75.40245497, + "Alanine_Aminotransferase_Level": 29.63406872, + "Aspartate_Aminotransferase_Level": 43.05632183, + "Creatinine_Level": 0.849022485, + "LDH_Level": 109.0732463, + "Calcium_Level": 8.836815701, + "Phosphorus_Level": 2.843099559, + "Glucose_Level": 133.8830184, + "Potassium_Level": 3.870495452, + "Sodium_Level": 137.8530625, + "Smoking_Pack_Years": 40.72372935 + }, + { + "Age": 54, + "Gender": "Male", + 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"Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.53784435, + "White_Blood_Cell_Count": 4.623186841, + "Platelet_Count": 189.154977, + "Albumin_Level": 4.578197103, + "Alkaline_Phosphatase_Level": 115.425052, + "Alanine_Aminotransferase_Level": 19.96217444, + "Aspartate_Aminotransferase_Level": 34.93067871, + "Creatinine_Level": 0.7066117, + "LDH_Level": 112.2109934, + "Calcium_Level": 9.164942813, + "Phosphorus_Level": 4.916496979, + "Glucose_Level": 88.20297809, + "Potassium_Level": 4.60263713, + "Sodium_Level": 141.8726872, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.46473288, + "White_Blood_Cell_Count": 4.044807147, + "Platelet_Count": 366.4642136, + "Albumin_Level": 4.706447545, + "Alkaline_Phosphatase_Level": 74.05071574, + "Alanine_Aminotransferase_Level": 29.72340888, + "Aspartate_Aminotransferase_Level": 35.03522389, + "Creatinine_Level": 0.513190335, + "LDH_Level": 141.3910773, + "Calcium_Level": 9.632056711, + "Phosphorus_Level": 3.254980483, + "Glucose_Level": 102.8466988, + "Potassium_Level": 4.965244204, + "Sodium_Level": 141.73868, + "Smoking_Pack_Years": 58.62701307 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.20551065, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.76478554, + "White_Blood_Cell_Count": 7.370419093, + "Platelet_Count": 236.5224524, + "Albumin_Level": 4.491819296, + "Alkaline_Phosphatase_Level": 83.54314057, + "Alanine_Aminotransferase_Level": 34.37526251, + "Aspartate_Aminotransferase_Level": 14.54166959, + "Creatinine_Level": 0.667353613, + "LDH_Level": 153.3304283, + "Calcium_Level": 8.899220067, + "Phosphorus_Level": 3.719741176, + "Glucose_Level": 81.35777377, + "Potassium_Level": 4.176283458, + "Sodium_Level": 142.808531, + "Smoking_Pack_Years": 40.01150373 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.25845508, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.90111813, + "White_Blood_Cell_Count": 9.650441211, + "Platelet_Count": 357.9140778, + "Albumin_Level": 3.365737286, + "Alkaline_Phosphatase_Level": 48.75364175, + "Alanine_Aminotransferase_Level": 19.45631056, + "Aspartate_Aminotransferase_Level": 46.82926574, + "Creatinine_Level": 1.401317609, + "LDH_Level": 133.9132425, + "Calcium_Level": 9.676106671, + "Phosphorus_Level": 3.225651306, + "Glucose_Level": 74.22953922, + "Potassium_Level": 4.653157024, + "Sodium_Level": 138.1893277, + "Smoking_Pack_Years": 57.71444795 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.32008574, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.26458219, + "White_Blood_Cell_Count": 4.669689131, + "Platelet_Count": 229.7671017, + "Albumin_Level": 3.871949019, + "Alkaline_Phosphatase_Level": 98.31853933, + "Alanine_Aminotransferase_Level": 35.60279478, + "Aspartate_Aminotransferase_Level": 15.16919966, + "Creatinine_Level": 0.696400433, + "LDH_Level": 179.5632603, + "Calcium_Level": 9.333322499, + "Phosphorus_Level": 3.60280642, + "Glucose_Level": 116.7463648, + "Potassium_Level": 3.736000546, + "Sodium_Level": 144.6837536, + "Smoking_Pack_Years": 37.74331824 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.9222674, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.72031526, + "White_Blood_Cell_Count": 6.618209104, + "Platelet_Count": 180.4816091, + "Albumin_Level": 3.820478389, + "Alkaline_Phosphatase_Level": 108.3953716, + "Alanine_Aminotransferase_Level": 31.85742498, + "Aspartate_Aminotransferase_Level": 49.69495634, + "Creatinine_Level": 1.310596418, + "LDH_Level": 116.9247944, + "Calcium_Level": 8.008645841, + "Phosphorus_Level": 3.150092963, + "Glucose_Level": 147.3423702, + "Potassium_Level": 4.291393026, + "Sodium_Level": 136.7529782, + "Smoking_Pack_Years": 23.34041917 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.55542424, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.63821016, + "White_Blood_Cell_Count": 8.179622418, + "Platelet_Count": 237.3689397, + "Albumin_Level": 3.434926792, + "Alkaline_Phosphatase_Level": 46.76223924, + "Alanine_Aminotransferase_Level": 18.23135192, + "Aspartate_Aminotransferase_Level": 18.74484926, + "Creatinine_Level": 1.209667612, + "LDH_Level": 123.4237413, + "Calcium_Level": 8.764313139, + "Phosphorus_Level": 4.392197266, + "Glucose_Level": 101.3154369, + "Potassium_Level": 3.861126992, + "Sodium_Level": 138.2049078, + "Smoking_Pack_Years": 71.576354 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.00979329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.1234499, + "White_Blood_Cell_Count": 4.695736165, + "Platelet_Count": 208.1739179, + "Albumin_Level": 3.149758411, + "Alkaline_Phosphatase_Level": 75.61125753, + "Alanine_Aminotransferase_Level": 16.37620909, + "Aspartate_Aminotransferase_Level": 45.08796726, + "Creatinine_Level": 1.131495108, + "LDH_Level": 147.0425454, + "Calcium_Level": 9.794405732, + "Phosphorus_Level": 4.033083003, + "Glucose_Level": 120.6315749, + "Potassium_Level": 3.853875443, + "Sodium_Level": 136.3029334, + "Smoking_Pack_Years": 65.82485329 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.69526959, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.62896544, + "White_Blood_Cell_Count": 8.50941314, + "Platelet_Count": 183.4248889, + "Albumin_Level": 4.210666132, + "Alkaline_Phosphatase_Level": 107.8535565, + "Alanine_Aminotransferase_Level": 6.533706511, + "Aspartate_Aminotransferase_Level": 21.06192435, + "Creatinine_Level": 1.301762418, + "LDH_Level": 231.0805907, + "Calcium_Level": 8.901175028, + "Phosphorus_Level": 4.06968678, + "Glucose_Level": 115.0292632, + "Potassium_Level": 4.293994811, + "Sodium_Level": 137.1677371, + "Smoking_Pack_Years": 36.07808732 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.23924969, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.10330208, + "White_Blood_Cell_Count": 5.816144847, + "Platelet_Count": 376.7007771, + "Albumin_Level": 3.787014472, + "Alkaline_Phosphatase_Level": 37.99592011, + "Alanine_Aminotransferase_Level": 10.78748196, + "Aspartate_Aminotransferase_Level": 38.86065406, + "Creatinine_Level": 1.173917776, + "LDH_Level": 177.2549156, + "Calcium_Level": 10.42899585, + "Phosphorus_Level": 3.887531944, + "Glucose_Level": 97.84178624, + "Potassium_Level": 4.676211754, + "Sodium_Level": 140.9297536, + "Smoking_Pack_Years": 93.83041388 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.27402962, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.4596846, + "White_Blood_Cell_Count": 3.959291456, + "Platelet_Count": 302.7229854, + "Albumin_Level": 4.731387499, + "Alkaline_Phosphatase_Level": 112.7525375, + "Alanine_Aminotransferase_Level": 15.12069355, + "Aspartate_Aminotransferase_Level": 13.30857377, + "Creatinine_Level": 1.344771597, + "LDH_Level": 213.4797443, + "Calcium_Level": 9.396366371, + "Phosphorus_Level": 3.134361058, + "Glucose_Level": 88.27863248, + "Potassium_Level": 4.962951783, + "Sodium_Level": 142.0555493, + "Smoking_Pack_Years": 22.64265861 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.17178184, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.0486791, + "White_Blood_Cell_Count": 7.406499632, + "Platelet_Count": 272.1780825, + "Albumin_Level": 3.044594755, + "Alkaline_Phosphatase_Level": 114.5101021, + "Alanine_Aminotransferase_Level": 12.49232929, + "Aspartate_Aminotransferase_Level": 41.1876986, + "Creatinine_Level": 0.715596165, + "LDH_Level": 150.8063312, + "Calcium_Level": 10.1481128, + "Phosphorus_Level": 2.552163339, + "Glucose_Level": 129.3641748, + "Potassium_Level": 3.700112584, + "Sodium_Level": 138.3515518, + "Smoking_Pack_Years": 12.36990272 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.36568038, + "Tumor_Location": "Upper 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"Potassium_Level": 3.754804016, + "Sodium_Level": 136.1970613, + "Smoking_Pack_Years": 24.36603609 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.29129476, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.49572893, + "White_Blood_Cell_Count": 6.666072053, + "Platelet_Count": 199.0426596, + "Albumin_Level": 3.638828002, + "Alkaline_Phosphatase_Level": 95.50275187, + "Alanine_Aminotransferase_Level": 18.07051162, + "Aspartate_Aminotransferase_Level": 16.5774262, + "Creatinine_Level": 1.225707513, + "LDH_Level": 226.6748646, + "Calcium_Level": 9.244357647, + "Phosphorus_Level": 4.714017447, + "Glucose_Level": 80.72265672, + "Potassium_Level": 4.477075224, + "Sodium_Level": 139.776421, + "Smoking_Pack_Years": 41.78183247 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.95954087, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.26378562, + "White_Blood_Cell_Count": 9.249572244, + "Platelet_Count": 205.7691826, + "Albumin_Level": 4.776699231, + "Alkaline_Phosphatase_Level": 60.3041847, + "Alanine_Aminotransferase_Level": 26.2216541, + "Aspartate_Aminotransferase_Level": 21.96294208, + "Creatinine_Level": 1.063627056, + "LDH_Level": 159.289685, + "Calcium_Level": 10.16770577, + "Phosphorus_Level": 3.752817215, + "Glucose_Level": 107.1964531, + "Potassium_Level": 3.69658581, + "Sodium_Level": 138.566122, + "Smoking_Pack_Years": 2.328339146 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.48671505, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.51487583, + "White_Blood_Cell_Count": 4.208492451, + "Platelet_Count": 264.5395447, + "Albumin_Level": 3.10544396, + "Alkaline_Phosphatase_Level": 65.34260385, + "Alanine_Aminotransferase_Level": 17.23165913, + "Aspartate_Aminotransferase_Level": 32.63344751, + "Creatinine_Level": 1.40217283, + "LDH_Level": 190.254902, + "Calcium_Level": 8.018647235, + "Phosphorus_Level": 4.475160642, + "Glucose_Level": 74.01247521, + "Potassium_Level": 3.681231918, + "Sodium_Level": 138.6582255, + "Smoking_Pack_Years": 62.89797658 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.20981482, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.97513883, + "White_Blood_Cell_Count": 7.222398132, + "Platelet_Count": 188.5704329, + "Albumin_Level": 3.762024772, + "Alkaline_Phosphatase_Level": 110.439218, + "Alanine_Aminotransferase_Level": 35.33117691, + "Aspartate_Aminotransferase_Level": 27.48108753, + "Creatinine_Level": 1.19031523, + "LDH_Level": 116.3814568, + "Calcium_Level": 10.24832161, + "Phosphorus_Level": 4.290498601, + "Glucose_Level": 70.05576683, + "Potassium_Level": 4.143089158, + "Sodium_Level": 144.3464241, + "Smoking_Pack_Years": 87.97464064 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.73091692, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.63986509, + "White_Blood_Cell_Count": 3.933706402, + "Platelet_Count": 420.5808828, + "Albumin_Level": 3.024066021, + "Alkaline_Phosphatase_Level": 114.9128405, + "Alanine_Aminotransferase_Level": 13.88122987, + "Aspartate_Aminotransferase_Level": 11.27452906, + "Creatinine_Level": 1.287215488, + "LDH_Level": 191.4164876, + "Calcium_Level": 10.47637218, + "Phosphorus_Level": 3.932455451, + "Glucose_Level": 141.1541145, + "Potassium_Level": 3.717606896, + "Sodium_Level": 144.0255629, + "Smoking_Pack_Years": 59.23173888 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.36905307, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.9894357, + "White_Blood_Cell_Count": 5.351131455, + "Platelet_Count": 399.8618492, + "Albumin_Level": 4.052404603, + "Alkaline_Phosphatase_Level": 78.67412557, + "Alanine_Aminotransferase_Level": 10.32691559, + "Aspartate_Aminotransferase_Level": 37.88197652, + "Creatinine_Level": 1.148337719, + "LDH_Level": 106.4480835, + "Calcium_Level": 10.42319038, + "Phosphorus_Level": 4.4598641, + "Glucose_Level": 133.0831755, + "Potassium_Level": 4.748124066, + "Sodium_Level": 143.959061, + "Smoking_Pack_Years": 6.276318017 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.4219634, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.90966443, + "White_Blood_Cell_Count": 4.761661776, + "Platelet_Count": 244.4149336, + "Albumin_Level": 4.658835417, + "Alkaline_Phosphatase_Level": 112.2475068, + "Alanine_Aminotransferase_Level": 39.61653378, + "Aspartate_Aminotransferase_Level": 36.28021604, + "Creatinine_Level": 0.948161459, + "LDH_Level": 158.8187461, + "Calcium_Level": 9.465083362, + "Phosphorus_Level": 4.111656134, + "Glucose_Level": 89.1103514, + "Potassium_Level": 4.164203594, + "Sodium_Level": 144.0208738, + "Smoking_Pack_Years": 62.42053129 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.7807915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.14383388, + "White_Blood_Cell_Count": 4.923230641, + "Platelet_Count": 328.8530803, + "Albumin_Level": 3.626337638, + "Alkaline_Phosphatase_Level": 115.1499452, + "Alanine_Aminotransferase_Level": 21.28212811, + "Aspartate_Aminotransferase_Level": 32.40338183, + "Creatinine_Level": 0.665926603, + "LDH_Level": 176.5615026, + "Calcium_Level": 8.932994615, + "Phosphorus_Level": 4.294087446, + "Glucose_Level": 71.93628491, + "Potassium_Level": 4.884100958, + "Sodium_Level": 136.7026081, + "Smoking_Pack_Years": 86.10214672 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.71740188, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.24863928, + "White_Blood_Cell_Count": 5.225413669, + "Platelet_Count": 350.9425942, + "Albumin_Level": 3.483149171, + "Alkaline_Phosphatase_Level": 62.00939658, + "Alanine_Aminotransferase_Level": 22.78417081, + "Aspartate_Aminotransferase_Level": 18.42909101, + "Creatinine_Level": 1.025677158, + "LDH_Level": 180.5703288, + "Calcium_Level": 8.667247739, + "Phosphorus_Level": 3.903359492, + "Glucose_Level": 121.3945825, + "Potassium_Level": 4.434123132, + "Sodium_Level": 144.3539805, + "Smoking_Pack_Years": 20.2914749 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.15029303, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.60953139, + "White_Blood_Cell_Count": 4.655006969, + "Platelet_Count": 169.0650264, + "Albumin_Level": 3.590902272, + "Alkaline_Phosphatase_Level": 74.05768882, + "Alanine_Aminotransferase_Level": 39.9849845, + "Aspartate_Aminotransferase_Level": 36.70261015, + "Creatinine_Level": 1.229739978, + "LDH_Level": 116.9637319, + "Calcium_Level": 10.36509999, + "Phosphorus_Level": 4.496903914, + "Glucose_Level": 148.9905963, + "Potassium_Level": 3.515700367, + "Sodium_Level": 141.2410405, + "Smoking_Pack_Years": 88.14094266 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.75110082, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.52804005, + "White_Blood_Cell_Count": 8.558557248, + "Platelet_Count": 386.9140269, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.29326646, + "White_Blood_Cell_Count": 7.969424693, + "Platelet_Count": 207.1610856, + "Albumin_Level": 4.317302045, + "Alkaline_Phosphatase_Level": 98.59648164, + "Alanine_Aminotransferase_Level": 17.80437663, + "Aspartate_Aminotransferase_Level": 20.87807564, + "Creatinine_Level": 0.797410287, + "LDH_Level": 177.7946221, + "Calcium_Level": 8.119989189, + "Phosphorus_Level": 3.764333435, + "Glucose_Level": 107.0480952, + "Potassium_Level": 4.100997272, + "Sodium_Level": 135.8279214, + "Smoking_Pack_Years": 29.72680314 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.282108321, + "Phosphorus_Level": 3.170459964, + "Glucose_Level": 96.8626135, + "Potassium_Level": 4.769112232, + "Sodium_Level": 144.6589251, + "Smoking_Pack_Years": 19.16964532 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.13105038, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.14964469, + "White_Blood_Cell_Count": 4.03079519, + "Platelet_Count": 430.9943226, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.84140718, + "White_Blood_Cell_Count": 6.53888217, + "Platelet_Count": 382.4721386, + "Albumin_Level": 3.012411745, + "Alkaline_Phosphatase_Level": 119.6265508, + "Alanine_Aminotransferase_Level": 32.50154029, + "Aspartate_Aminotransferase_Level": 48.41383938, + "Creatinine_Level": 0.824136746, + "LDH_Level": 189.2248264, + "Calcium_Level": 9.012548228, + "Phosphorus_Level": 4.459509041, + "Glucose_Level": 90.69028052, + "Potassium_Level": 4.270517882, + "Sodium_Level": 140.9693322, + "Smoking_Pack_Years": 30.83261951 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.4589106, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.17803869, + "White_Blood_Cell_Count": 9.770247219, + "Platelet_Count": 419.4350872, + "Albumin_Level": 4.762147013, + "Alkaline_Phosphatase_Level": 93.47823882, + "Alanine_Aminotransferase_Level": 19.28557655, + "Aspartate_Aminotransferase_Level": 26.27346297, + "Creatinine_Level": 1.408227425, + "LDH_Level": 131.0515125, + "Calcium_Level": 8.365221139, + "Phosphorus_Level": 3.869429683, + "Glucose_Level": 143.0102953, + "Potassium_Level": 3.819452818, + "Sodium_Level": 139.5828032, + "Smoking_Pack_Years": 65.65012887 + }, + { + "Age": 38, + "Gender": 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206.8521739, + "Calcium_Level": 8.150094626, + "Phosphorus_Level": 3.85194449, + "Glucose_Level": 80.63864467, + "Potassium_Level": 3.787476501, + "Sodium_Level": 140.2746092, + "Smoking_Pack_Years": 18.02942852 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.34117496, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.75582991, + "White_Blood_Cell_Count": 7.457612711, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.59026827, + "White_Blood_Cell_Count": 7.21947715, + "Platelet_Count": 250.9972659, + "Albumin_Level": 4.898422372, + "Alkaline_Phosphatase_Level": 52.45796741, + "Alanine_Aminotransferase_Level": 14.73835175, + "Aspartate_Aminotransferase_Level": 44.83665993, + "Creatinine_Level": 0.740326799, + "LDH_Level": 120.334827, + "Calcium_Level": 8.968200386, + "Phosphorus_Level": 2.71092234, + "Glucose_Level": 105.1661465, + "Potassium_Level": 4.044066379, + "Sodium_Level": 144.1303561, + "Smoking_Pack_Years": 37.67557602 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.92390105, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.19785926, + "White_Blood_Cell_Count": 4.434212167, + "Platelet_Count": 289.1842147, + "Albumin_Level": 4.571730407, + "Alkaline_Phosphatase_Level": 79.48046548, + "Alanine_Aminotransferase_Level": 30.42742564, + "Aspartate_Aminotransferase_Level": 45.69685608, + "Creatinine_Level": 1.430481962, + "LDH_Level": 129.7707245, + "Calcium_Level": 8.054905771, + "Phosphorus_Level": 3.203487581, + "Glucose_Level": 108.2325417, + "Potassium_Level": 4.50231396, + "Sodium_Level": 142.9588574, + "Smoking_Pack_Years": 3.378573611 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.86266151, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.30570287, + "White_Blood_Cell_Count": 6.647134627, + "Platelet_Count": 164.3080343, + "Albumin_Level": 3.447276308, + "Alkaline_Phosphatase_Level": 89.80826581, + "Alanine_Aminotransferase_Level": 6.211091742, + "Aspartate_Aminotransferase_Level": 44.54534683, + "Creatinine_Level": 1.31620117, + "LDH_Level": 127.2506968, + "Calcium_Level": 10.40594026, + "Phosphorus_Level": 4.320829795, + "Glucose_Level": 119.6646824, + "Potassium_Level": 4.758826434, + "Sodium_Level": 144.7409819, + "Smoking_Pack_Years": 78.19747813 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.62467587, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.41584169, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.27717794, + "White_Blood_Cell_Count": 5.69293292, + "Platelet_Count": 406.2232116, + "Albumin_Level": 3.925134932, + "Alkaline_Phosphatase_Level": 101.529015, + "Alanine_Aminotransferase_Level": 33.10006547, + "Aspartate_Aminotransferase_Level": 33.51349057, + "Creatinine_Level": 1.186851686, + "LDH_Level": 116.4751513, + "Calcium_Level": 9.84657659, + "Phosphorus_Level": 3.007705326, + "Glucose_Level": 122.8318739, + "Potassium_Level": 4.701722595, + "Sodium_Level": 141.4554333, + "Smoking_Pack_Years": 5.712583596 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.31156149, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.7718418, + "White_Blood_Cell_Count": 4.432368997, + "Platelet_Count": 235.1053747, + "Albumin_Level": 4.22924472, + "Alkaline_Phosphatase_Level": 80.58931133, + "Alanine_Aminotransferase_Level": 7.116399418, + "Aspartate_Aminotransferase_Level": 14.54738952, + "Creatinine_Level": 0.920226618, + "LDH_Level": 216.5152531, + "Calcium_Level": 8.218547347, + "Phosphorus_Level": 4.83548313, + "Glucose_Level": 132.0959858, + "Potassium_Level": 4.385999233, + "Sodium_Level": 140.0179411, + "Smoking_Pack_Years": 79.7428544 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.96829738, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.93532537, + "White_Blood_Cell_Count": 3.615316486, + "Platelet_Count": 343.2285747, + "Albumin_Level": 4.599285828, + "Alkaline_Phosphatase_Level": 99.14223787, + "Alanine_Aminotransferase_Level": 39.33449354, + "Aspartate_Aminotransferase_Level": 13.96876822, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.81000756, + "White_Blood_Cell_Count": 5.982105032, + "Platelet_Count": 182.9874785, + "Albumin_Level": 4.40498889, + "Alkaline_Phosphatase_Level": 73.51292709, + "Alanine_Aminotransferase_Level": 13.4341893, + "Aspartate_Aminotransferase_Level": 32.44627207, + "Creatinine_Level": 0.833009575, + "LDH_Level": 108.6496586, + "Calcium_Level": 9.381232357, + "Phosphorus_Level": 4.366161848, + "Glucose_Level": 137.1413274, + "Potassium_Level": 4.750424374, + "Sodium_Level": 143.3383392, + "Smoking_Pack_Years": 72.65534566 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.14983414, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.29841754, + "White_Blood_Cell_Count": 6.469112723, + "Platelet_Count": 314.4105566, + "Albumin_Level": 4.027252962, + "Alkaline_Phosphatase_Level": 60.95028021, + "Alanine_Aminotransferase_Level": 38.31068288, + "Aspartate_Aminotransferase_Level": 25.4690866, + "Creatinine_Level": 0.638464026, + "LDH_Level": 185.9454854, + "Calcium_Level": 8.028022445, + "Phosphorus_Level": 4.525835671, + "Glucose_Level": 124.2726573, + "Potassium_Level": 3.801779263, + "Sodium_Level": 135.1542809, + "Smoking_Pack_Years": 81.67822733 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.04263723, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.18351942, + "White_Blood_Cell_Count": 8.548837038, + "Platelet_Count": 154.1099668, + "Albumin_Level": 4.428593032, + "Alkaline_Phosphatase_Level": 83.42715417, + "Alanine_Aminotransferase_Level": 37.26213119, + "Aspartate_Aminotransferase_Level": 12.69254136, + "Creatinine_Level": 1.369440016, + "LDH_Level": 108.0027744, + "Calcium_Level": 9.460993783, + "Phosphorus_Level": 4.696047912, + "Glucose_Level": 77.83149457, + "Potassium_Level": 3.973986238, + "Sodium_Level": 140.9295152, + "Smoking_Pack_Years": 33.81685314 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.73556594, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 102, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.53916736, + "White_Blood_Cell_Count": 8.719133416, + "Platelet_Count": 279.5039612, + "Albumin_Level": 4.311714965, + "Alkaline_Phosphatase_Level": 110.791899, + "Alanine_Aminotransferase_Level": 35.41105705, + "Aspartate_Aminotransferase_Level": 40.6424103, + "Creatinine_Level": 1.155317712, + "LDH_Level": 145.639687, + "Calcium_Level": 8.969886884, + "Phosphorus_Level": 2.953996951, + "Glucose_Level": 106.7934141, + "Potassium_Level": 4.181631743, + "Sodium_Level": 140.178705, + "Smoking_Pack_Years": 65.11401589 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.93863059, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Alanine_Aminotransferase_Level": 33.68047187, + "Aspartate_Aminotransferase_Level": 25.83562788, + "Creatinine_Level": 1.269556163, + "LDH_Level": 113.2790784, + "Calcium_Level": 8.808792698, + "Phosphorus_Level": 4.388396436, + "Glucose_Level": 89.39529117, + "Potassium_Level": 3.932240802, + "Sodium_Level": 142.3062726, + "Smoking_Pack_Years": 16.76592469 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.94956669, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.02475838, + "White_Blood_Cell_Count": 4.066858669, + "Platelet_Count": 411.1509158, + "Albumin_Level": 3.504732188, + "Alkaline_Phosphatase_Level": 89.76314875, + "Alanine_Aminotransferase_Level": 32.46104072, + "Aspartate_Aminotransferase_Level": 31.27373662, + "Creatinine_Level": 1.073258831, + "LDH_Level": 170.7688657, + "Calcium_Level": 8.814482756, + "Phosphorus_Level": 4.102721534, + "Glucose_Level": 77.21266302, + "Potassium_Level": 3.88324553, + "Sodium_Level": 137.180742, + "Smoking_Pack_Years": 77.52526254 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.8508224, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.08147198, + "White_Blood_Cell_Count": 9.188720103, + "Platelet_Count": 241.0148063, + "Albumin_Level": 4.261972284, + "Alkaline_Phosphatase_Level": 93.47066289, + "Alanine_Aminotransferase_Level": 7.790912943, + "Aspartate_Aminotransferase_Level": 44.33511132, + "Creatinine_Level": 1.127260514, + "LDH_Level": 146.7027302, + "Calcium_Level": 8.249284075, + "Phosphorus_Level": 2.650932428, + "Glucose_Level": 74.10188135, + "Potassium_Level": 3.918471765, + "Sodium_Level": 138.1247776, + "Smoking_Pack_Years": 5.266285438 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.30899282, + "Tumor_Location": 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"Glucose_Level": 73.62816114, + "Potassium_Level": 3.917528353, + "Sodium_Level": 135.1948349, + "Smoking_Pack_Years": 83.19637523 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.1062051, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.90958799, + "White_Blood_Cell_Count": 9.704079998, + "Platelet_Count": 268.3097685, + "Albumin_Level": 4.004706626, + "Alkaline_Phosphatase_Level": 70.22122444, + "Alanine_Aminotransferase_Level": 27.73380611, + "Aspartate_Aminotransferase_Level": 47.26137934, + "Creatinine_Level": 1.231298034, + "LDH_Level": 150.3525094, + "Calcium_Level": 8.103068224, + "Phosphorus_Level": 4.149314957, + "Glucose_Level": 106.5074538, + "Potassium_Level": 4.267884758, + "Sodium_Level": 140.2134843, + "Smoking_Pack_Years": 81.34975748 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.79396696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.88659797, + "White_Blood_Cell_Count": 4.312599099, + "Platelet_Count": 447.8733604, + "Albumin_Level": 3.833740413, + "Alkaline_Phosphatase_Level": 47.50292706, + "Alanine_Aminotransferase_Level": 33.48408173, + "Aspartate_Aminotransferase_Level": 46.50563517, + "Creatinine_Level": 1.197373636, + "LDH_Level": 233.2889079, + "Calcium_Level": 9.141153202, + "Phosphorus_Level": 3.204737007, + "Glucose_Level": 106.4884796, + "Potassium_Level": 4.56539125, + "Sodium_Level": 136.7160156, + "Smoking_Pack_Years": 43.94824534 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.55093329, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.30946692, + "White_Blood_Cell_Count": 4.132702746, + "Platelet_Count": 222.1977568, + "Albumin_Level": 4.499802796, + "Alkaline_Phosphatase_Level": 33.31740084, + "Alanine_Aminotransferase_Level": 5.107960583, + "Aspartate_Aminotransferase_Level": 18.96274343, + "Creatinine_Level": 0.551127703, + "LDH_Level": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.08186704, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.09200062, + "White_Blood_Cell_Count": 8.07402446, + "Platelet_Count": 163.0596978, + "Albumin_Level": 4.850248026, + "Alkaline_Phosphatase_Level": 46.87835126, + "Alanine_Aminotransferase_Level": 19.20519402, + "Aspartate_Aminotransferase_Level": 27.42067444, + "Creatinine_Level": 1.4962163, + "LDH_Level": 114.456432, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.73912746, + "White_Blood_Cell_Count": 8.917937773, + "Platelet_Count": 164.9815341, + "Albumin_Level": 3.85328138, + "Alkaline_Phosphatase_Level": 116.7411074, + "Alanine_Aminotransferase_Level": 21.86663096, + "Aspartate_Aminotransferase_Level": 41.47079093, + "Creatinine_Level": 1.407546793, + "LDH_Level": 132.4882778, + "Calcium_Level": 8.733148965, + "Phosphorus_Level": 4.015851414, + "Glucose_Level": 103.4379193, + "Potassium_Level": 4.250132596, + "Sodium_Level": 143.51429, + "Smoking_Pack_Years": 59.86102192 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.52989632, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.60164146, + "White_Blood_Cell_Count": 4.391787225, + "Platelet_Count": 158.341629, + "Albumin_Level": 3.902271652, + "Alkaline_Phosphatase_Level": 53.08861106, + "Alanine_Aminotransferase_Level": 21.45895422, + "Aspartate_Aminotransferase_Level": 26.53470188, + "Creatinine_Level": 1.275746901, + "LDH_Level": 140.1877089, + "Calcium_Level": 8.675948187, + "Phosphorus_Level": 2.520507257, + "Glucose_Level": 134.4140969, + "Potassium_Level": 3.951217154, + "Sodium_Level": 142.0220626, + "Smoking_Pack_Years": 89.14753948 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.36081156, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.82244368, + "White_Blood_Cell_Count": 7.255985928, + "Platelet_Count": 181.288195, + "Albumin_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.61353903, + "White_Blood_Cell_Count": 6.045249523, + "Platelet_Count": 275.9046729, + "Albumin_Level": 3.261500434, + "Alkaline_Phosphatase_Level": 30.14621679, + "Alanine_Aminotransferase_Level": 7.514415103, + "Aspartate_Aminotransferase_Level": 42.44346391, + "Creatinine_Level": 0.782709686, + "LDH_Level": 176.600532, + "Calcium_Level": 8.96642137, + "Phosphorus_Level": 2.953897113, + "Glucose_Level": 129.6375922, + "Potassium_Level": 3.830491925, + "Sodium_Level": 143.6597187, + "Smoking_Pack_Years": 75.62926464 + }, + { + "Age": 78, + "Gender": "Female", 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"Calcium_Level": 8.978476271, + "Phosphorus_Level": 3.343930485, + "Glucose_Level": 94.38176836, + "Potassium_Level": 4.896755541, + "Sodium_Level": 142.9625343, + "Smoking_Pack_Years": 96.21196288 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.46526543, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.86849455, + "White_Blood_Cell_Count": 7.407854923, + "Platelet_Count": 153.7901682, + "Albumin_Level": 3.992009064, + "Alkaline_Phosphatase_Level": 55.11192476, + "Alanine_Aminotransferase_Level": 22.08860707, + "Aspartate_Aminotransferase_Level": 12.96529196, + "Creatinine_Level": 0.686224066, + "LDH_Level": 173.5844969, + "Calcium_Level": 8.868864461, + "Phosphorus_Level": 3.234543509, + "Glucose_Level": 93.02030736, + "Potassium_Level": 4.372343332, + "Sodium_Level": 137.895136, + "Smoking_Pack_Years": 81.63849649 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.29531333, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.87569132, + "White_Blood_Cell_Count": 4.50216082, + "Platelet_Count": 177.7264922, + "Albumin_Level": 3.523948434, + "Alkaline_Phosphatase_Level": 92.48478723, + "Alanine_Aminotransferase_Level": 19.25464169, + "Aspartate_Aminotransferase_Level": 44.61937231, + "Creatinine_Level": 1.358458179, + "LDH_Level": 185.1854814, + "Calcium_Level": 9.865536244, + "Phosphorus_Level": 3.79204676, + "Glucose_Level": 97.723182, + "Potassium_Level": 3.757397993, + "Sodium_Level": 135.4041041, + "Smoking_Pack_Years": 23.26827859 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.78838673, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.37504181, + "White_Blood_Cell_Count": 7.982027082, + "Platelet_Count": 282.7531586, + "Albumin_Level": 3.440185873, + "Alkaline_Phosphatase_Level": 114.5941223, + "Alanine_Aminotransferase_Level": 18.80105666, + "Aspartate_Aminotransferase_Level": 12.32909914, + "Creatinine_Level": 0.84800631, + "LDH_Level": 201.0452607, + "Calcium_Level": 10.20463623, + "Phosphorus_Level": 4.426621527, + "Glucose_Level": 129.9123902, + "Potassium_Level": 3.957225115, + "Sodium_Level": 136.9547093, + "Smoking_Pack_Years": 42.92494716 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.31297806, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.61734479, + "White_Blood_Cell_Count": 8.553942103, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.69025651, + "White_Blood_Cell_Count": 7.547656067, + "Platelet_Count": 223.7304529, + "Albumin_Level": 3.055304514, + "Alkaline_Phosphatase_Level": 76.52166004, + "Alanine_Aminotransferase_Level": 25.57741509, + "Aspartate_Aminotransferase_Level": 32.93819076, + "Creatinine_Level": 0.67296165, + "LDH_Level": 126.6836197, + "Calcium_Level": 8.174369624, + "Phosphorus_Level": 4.06953262, + "Glucose_Level": 123.7683584, + "Potassium_Level": 4.97830355, + "Sodium_Level": 136.9605207, + "Smoking_Pack_Years": 45.66958642 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.84881397, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.23800567, + "White_Blood_Cell_Count": 3.759540047, + "Platelet_Count": 278.8137312, + "Albumin_Level": 3.331267366, + "Alkaline_Phosphatase_Level": 109.1643979, + "Alanine_Aminotransferase_Level": 24.14963905, + "Aspartate_Aminotransferase_Level": 10.16681482, + "Creatinine_Level": 0.60865507, + "LDH_Level": 125.2736979, + "Calcium_Level": 8.130626363, + "Phosphorus_Level": 4.219220896, + "Glucose_Level": 81.8172604, + "Potassium_Level": 3.615448169, + "Sodium_Level": 135.2068755, + "Smoking_Pack_Years": 48.72375742 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.94309963, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.76521689, + "White_Blood_Cell_Count": 8.271302726, + "Platelet_Count": 288.682124, + "Albumin_Level": 4.503341177, + "Alkaline_Phosphatase_Level": 65.250708, + "Alanine_Aminotransferase_Level": 21.14514279, + "Aspartate_Aminotransferase_Level": 20.69808711, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.72618319, + "White_Blood_Cell_Count": 8.637238187, + "Platelet_Count": 166.5614204, + "Albumin_Level": 4.973493311, + "Alkaline_Phosphatase_Level": 110.2048163, + "Alanine_Aminotransferase_Level": 36.2680982, + "Aspartate_Aminotransferase_Level": 36.77721543, + "Creatinine_Level": 1.384759224, + "LDH_Level": 241.0878056, + "Calcium_Level": 9.035233341, + "Phosphorus_Level": 4.402915639, + "Glucose_Level": 108.8568158, + "Potassium_Level": 4.613922136, + "Sodium_Level": 142.2334462, + "Smoking_Pack_Years": 54.79006183 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.32346608, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.70895456, + "White_Blood_Cell_Count": 7.648126646, + "Platelet_Count": 175.2654537, + "Albumin_Level": 4.872581497, + "Alkaline_Phosphatase_Level": 93.9913412, + "Alanine_Aminotransferase_Level": 32.41740236, + "Aspartate_Aminotransferase_Level": 12.28419598, + "Creatinine_Level": 0.740188281, + "LDH_Level": 237.3451122, + "Calcium_Level": 9.594271485, + "Phosphorus_Level": 4.957887135, + "Glucose_Level": 73.84385526, + "Potassium_Level": 4.645212084, + "Sodium_Level": 140.3289443, + "Smoking_Pack_Years": 39.64398927 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.93987294, + "White_Blood_Cell_Count": 4.312863103, + "Platelet_Count": 390.4807026, + "Albumin_Level": 4.874355552, + "Alkaline_Phosphatase_Level": 41.55912931, + "Alanine_Aminotransferase_Level": 33.33067688, + "Aspartate_Aminotransferase_Level": 49.7122757, + "Creatinine_Level": 0.708649759, + "LDH_Level": 184.4954715, + "Calcium_Level": 8.340100414, + "Phosphorus_Level": 3.143446168, + "Glucose_Level": 149.3468741, + "Potassium_Level": 3.58496759, + "Sodium_Level": 143.0628155, + "Smoking_Pack_Years": 29.40278787 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.17479542, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.48528393, + "White_Blood_Cell_Count": 7.685199349, + "Platelet_Count": 253.9128777, + "Albumin_Level": 4.313276948, + "Alkaline_Phosphatase_Level": 104.937364, + "Alanine_Aminotransferase_Level": 8.741351662, + "Aspartate_Aminotransferase_Level": 18.79357939, + "Creatinine_Level": 0.567028914, + "LDH_Level": 246.9889402, + "Calcium_Level": 9.07383959, + "Phosphorus_Level": 3.289532628, + "Glucose_Level": 92.95975653, + "Potassium_Level": 4.495099554, + "Sodium_Level": 139.5901372, + "Smoking_Pack_Years": 88.5111605 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.81784073, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.97266021, + "White_Blood_Cell_Count": 5.875455787, + "Platelet_Count": 376.5300484, + "Albumin_Level": 3.306469715, + "Alkaline_Phosphatase_Level": 30.92532739, + "Alanine_Aminotransferase_Level": 17.31832278, + "Aspartate_Aminotransferase_Level": 28.65515812, + "Creatinine_Level": 1.294097892, + "LDH_Level": 178.1648057, + "Calcium_Level": 8.058728382, + "Phosphorus_Level": 3.875624137, + "Glucose_Level": 91.95364184, + "Potassium_Level": 4.226497888, + "Sodium_Level": 138.7649192, + "Smoking_Pack_Years": 12.33121374 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.58894049, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.77406122, + 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"Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.85894428, + "White_Blood_Cell_Count": 6.709576927, + "Platelet_Count": 175.256974, + "Albumin_Level": 4.311979337, + "Alkaline_Phosphatase_Level": 74.48625884, + "Alanine_Aminotransferase_Level": 26.5597093, + "Aspartate_Aminotransferase_Level": 18.28340554, + "Creatinine_Level": 1.328702768, + "LDH_Level": 143.8731758, + "Calcium_Level": 10.0992913, + "Phosphorus_Level": 4.536087457, + "Glucose_Level": 74.98463331, + "Potassium_Level": 4.476748903, + "Sodium_Level": 144.7922192, + "Smoking_Pack_Years": 62.21990026 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.6174876, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.47515365, + "White_Blood_Cell_Count": 9.231737547, + "Platelet_Count": 310.8007071, + "Albumin_Level": 3.346684898, + "Alkaline_Phosphatase_Level": 62.21992866, + "Alanine_Aminotransferase_Level": 26.85264291, + "Aspartate_Aminotransferase_Level": 40.49111966, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.54008177, + "White_Blood_Cell_Count": 7.046013662, + "Platelet_Count": 315.4062353, + "Albumin_Level": 4.474508873, + "Alkaline_Phosphatase_Level": 113.517028, + "Alanine_Aminotransferase_Level": 25.34574245, + "Aspartate_Aminotransferase_Level": 43.03045238, + "Creatinine_Level": 0.976023342, + "LDH_Level": 225.3529884, + "Calcium_Level": 9.640307502, + "Phosphorus_Level": 4.705099827, + "Glucose_Level": 72.34830165, + "Potassium_Level": 4.656138135, + "Sodium_Level": 142.8951469, + "Smoking_Pack_Years": 24.67704216 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.20182179, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 42.65036433, + "Creatinine_Level": 1.3769413, + "LDH_Level": 246.2052863, + "Calcium_Level": 10.12977766, + "Phosphorus_Level": 4.904647999, + "Glucose_Level": 94.15209331, + "Potassium_Level": 4.037787967, + "Sodium_Level": 138.7181453, + "Smoking_Pack_Years": 52.55729369 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.8697976, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 106, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.60377715, + "White_Blood_Cell_Count": 7.622673195, + "Platelet_Count": 427.7927459, + "Albumin_Level": 4.014964832, + "Alkaline_Phosphatase_Level": 58.5656054, + "Alanine_Aminotransferase_Level": 21.88385036, + "Aspartate_Aminotransferase_Level": 26.51087284, + "Creatinine_Level": 0.719951609, + "LDH_Level": 203.4171503, + "Calcium_Level": 10.46426834, + "Phosphorus_Level": 4.255565284, + "Glucose_Level": 128.2083456, + "Potassium_Level": 4.350524463, + "Sodium_Level": 135.584333, + "Smoking_Pack_Years": 15.46890706 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.91117536, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.49645952, + "White_Blood_Cell_Count": 4.310101126, + "Platelet_Count": 173.5553474, + "Albumin_Level": 3.441289571, + "Alkaline_Phosphatase_Level": 110.8060738, + "Alanine_Aminotransferase_Level": 17.98628962, + "Aspartate_Aminotransferase_Level": 10.75584781, + "Creatinine_Level": 0.948545918, + "LDH_Level": 237.3122175, + "Calcium_Level": 8.017955321, + "Phosphorus_Level": 3.809494079, + "Glucose_Level": 94.8352588, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.23995153, + "White_Blood_Cell_Count": 3.738669006, + "Platelet_Count": 336.797799, + "Albumin_Level": 3.705460808, + "Alkaline_Phosphatase_Level": 42.46055579, + "Alanine_Aminotransferase_Level": 30.40261191, + "Aspartate_Aminotransferase_Level": 11.02499789, + "Creatinine_Level": 1.31935011, + "LDH_Level": 174.4714017, + "Calcium_Level": 9.33836066, + "Phosphorus_Level": 4.86642688, + "Glucose_Level": 122.4296023, + "Potassium_Level": 4.332740429, + "Sodium_Level": 138.6111132, + "Smoking_Pack_Years": 70.93710556 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.53883672, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.06006253, + "White_Blood_Cell_Count": 7.935890739, + "Platelet_Count": 296.5040705, + "Albumin_Level": 3.344228122, + "Alkaline_Phosphatase_Level": 41.51346354, + "Alanine_Aminotransferase_Level": 20.82003625, + "Aspartate_Aminotransferase_Level": 21.03416558, + "Creatinine_Level": 0.853460213, + "LDH_Level": 176.8415758, + "Calcium_Level": 10.2334719, + "Phosphorus_Level": 3.074238113, + "Glucose_Level": 101.3541393, + "Potassium_Level": 3.727530342, + "Sodium_Level": 136.9910467, + "Smoking_Pack_Years": 47.64175263 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.38658955, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.74002514, + "White_Blood_Cell_Count": 9.442943253, + "Platelet_Count": 366.3338782, + "Albumin_Level": 4.227644916, + "Alkaline_Phosphatase_Level": 117.5456738, + "Alanine_Aminotransferase_Level": 11.37113737, + "Aspartate_Aminotransferase_Level": 18.83213538, + "Creatinine_Level": 1.050435218, + "LDH_Level": 122.4199788, + "Calcium_Level": 9.247567639, + "Phosphorus_Level": 4.881643953, + "Glucose_Level": 137.7088477, + "Potassium_Level": 4.866668542, + "Sodium_Level": 139.8498452, + "Smoking_Pack_Years": 49.91832145 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.1415258, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.6209454, + "White_Blood_Cell_Count": 6.928956693, + "Platelet_Count": 416.9822677, + "Albumin_Level": 4.896669619, + "Alkaline_Phosphatase_Level": 84.28310023, + "Alanine_Aminotransferase_Level": 36.78220846, + "Aspartate_Aminotransferase_Level": 49.07796663, + "Creatinine_Level": 0.765192862, + "LDH_Level": 167.5740261, + "Calcium_Level": 9.489991029, + "Phosphorus_Level": 3.589105955, + "Glucose_Level": 131.7900726, + "Potassium_Level": 3.916515083, + "Sodium_Level": 141.0149658, + "Smoking_Pack_Years": 63.98415259 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.5521963, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.46825118, + "White_Blood_Cell_Count": 6.73217838, + "Platelet_Count": 231.8282811, + "Albumin_Level": 4.634913829, + "Alkaline_Phosphatase_Level": 62.2349427, + "Alanine_Aminotransferase_Level": 27.94969297, + "Aspartate_Aminotransferase_Level": 13.0267588, + "Creatinine_Level": 1.203474002, + "LDH_Level": 195.8781625, + "Calcium_Level": 10.02799372, + "Phosphorus_Level": 3.367127567, + "Glucose_Level": 92.41267813, + "Potassium_Level": 4.031431948, + "Sodium_Level": 139.5534803, + "Smoking_Pack_Years": 57.38885872 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.02634833, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.05154175, + "White_Blood_Cell_Count": 9.059271319, + "Platelet_Count": 289.5401615, + "Albumin_Level": 4.317616421, + "Alkaline_Phosphatase_Level": 87.19521355, + "Alanine_Aminotransferase_Level": 39.1620119, + "Aspartate_Aminotransferase_Level": 42.87979809, + "Creatinine_Level": 1.344220646, + "LDH_Level": 172.679798, + "Calcium_Level": 8.515667275, + "Phosphorus_Level": 2.741977003, + "Glucose_Level": 109.0987175, + "Potassium_Level": 3.79498469, + "Sodium_Level": 144.8223096, + "Smoking_Pack_Years": 84.9198217 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.74185607, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.46097082, + "White_Blood_Cell_Count": 7.748155102, + "Platelet_Count": 364.5120722, + "Albumin_Level": 4.260194264, + "Alkaline_Phosphatase_Level": 117.6299182, + "Alanine_Aminotransferase_Level": 10.99262941, + "Aspartate_Aminotransferase_Level": 31.09210624, + "Creatinine_Level": 0.593505825, + "LDH_Level": 152.640675, + "Calcium_Level": 9.512542408, + "Phosphorus_Level": 2.611913746, + "Glucose_Level": 130.7280603, + "Potassium_Level": 4.349916894, + "Sodium_Level": 142.5855263, + "Smoking_Pack_Years": 11.99185462 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.10117654, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.98490598, + "White_Blood_Cell_Count": 7.53658698, + "Platelet_Count": 160.0135926, + "Albumin_Level": 3.562147071, + "Alkaline_Phosphatase_Level": 63.89850362, + "Alanine_Aminotransferase_Level": 21.28892025, + "Aspartate_Aminotransferase_Level": 25.04660917, + "Creatinine_Level": 1.321142319, + "LDH_Level": 175.8835657, + "Calcium_Level": 9.288904434, + "Phosphorus_Level": 4.149489484, + "Glucose_Level": 116.7797934, + "Potassium_Level": 4.968243759, + "Sodium_Level": 135.5202056, + "Smoking_Pack_Years": 24.75373547 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.24151077, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.97521559, + "White_Blood_Cell_Count": 5.023038827, + "Platelet_Count": 405.551574, + "Albumin_Level": 3.154363196, + "Alkaline_Phosphatase_Level": 81.36876669, + "Alanine_Aminotransferase_Level": 30.06885454, + "Aspartate_Aminotransferase_Level": 47.06261122, + "Creatinine_Level": 1.381113607, + "LDH_Level": 236.621451, + "Calcium_Level": 8.021916255, + "Phosphorus_Level": 3.273716826, + "Glucose_Level": 115.3068482, + "Potassium_Level": 4.392081064, + "Sodium_Level": 144.4247594, + "Smoking_Pack_Years": 86.80594571 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 67.79267642, + "Alanine_Aminotransferase_Level": 6.080492574, + "Aspartate_Aminotransferase_Level": 45.44019832, + "Creatinine_Level": 0.788917679, + "LDH_Level": 183.189363, + "Calcium_Level": 8.070360318, + "Phosphorus_Level": 2.928678051, + "Glucose_Level": 83.80216982, + "Potassium_Level": 4.552758607, + "Sodium_Level": 135.5548244, + "Smoking_Pack_Years": 97.47321204 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.49109909, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.44461413, + "White_Blood_Cell_Count": 9.565012867, + "Platelet_Count": 369.8715317, + "Albumin_Level": 3.640902309, + "Alkaline_Phosphatase_Level": 77.91967745, + "Alanine_Aminotransferase_Level": 20.66051569, + "Aspartate_Aminotransferase_Level": 49.09754445, + "Creatinine_Level": 0.620165728, + "LDH_Level": 167.7923081, + "Calcium_Level": 10.42829977, + "Phosphorus_Level": 3.691170692, + "Glucose_Level": 97.86782782, + "Potassium_Level": 4.460360319, + "Sodium_Level": 142.0396696, + "Smoking_Pack_Years": 18.76427644 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.22081094, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.72681127, + "White_Blood_Cell_Count": 9.314690953, + "Platelet_Count": 293.4447682, + "Albumin_Level": 4.05314213, + "Alkaline_Phosphatase_Level": 59.12967849, + "Alanine_Aminotransferase_Level": 20.03341967, + "Aspartate_Aminotransferase_Level": 42.28720785, + "Creatinine_Level": 1.459060977, + "LDH_Level": 158.4429032, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.61274623, + "White_Blood_Cell_Count": 7.204129181, + "Platelet_Count": 325.1659882, + "Albumin_Level": 4.265965303, + "Alkaline_Phosphatase_Level": 90.81657862, + "Alanine_Aminotransferase_Level": 34.09104976, + "Aspartate_Aminotransferase_Level": 25.6474038, + "Creatinine_Level": 0.812463726, + "LDH_Level": 236.6948183, + "Calcium_Level": 9.276556254, + "Phosphorus_Level": 4.613622149, + "Glucose_Level": 144.8180133, + "Potassium_Level": 4.386892195, + "Sodium_Level": 135.4061058, + "Smoking_Pack_Years": 39.98129538 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.0240542, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.69519818, + "White_Blood_Cell_Count": 9.307819473, + "Platelet_Count": 366.5304672, + "Albumin_Level": 3.466119721, + "Alkaline_Phosphatase_Level": 95.9266481, + "Alanine_Aminotransferase_Level": 38.73905725, + "Aspartate_Aminotransferase_Level": 13.71006452, + "Creatinine_Level": 1.015811488, + "LDH_Level": 245.2754936, + "Calcium_Level": 9.818796557, + "Phosphorus_Level": 2.801599346, + "Glucose_Level": 94.47533965, + "Potassium_Level": 4.584327306, + "Sodium_Level": 136.2552027, + "Smoking_Pack_Years": 45.44490727 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.73629071, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.64428287, + "White_Blood_Cell_Count": 3.696448375, + "Platelet_Count": 179.0754506, + "Albumin_Level": 3.649979375, + "Alkaline_Phosphatase_Level": 98.83043255, + "Alanine_Aminotransferase_Level": 27.6274522, + "Aspartate_Aminotransferase_Level": 49.25079862, + "Creatinine_Level": 1.281174097, + "LDH_Level": 246.9356351, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.63110667, + "White_Blood_Cell_Count": 6.943315426, + "Platelet_Count": 163.3992455, + "Albumin_Level": 3.318206964, + "Alkaline_Phosphatase_Level": 87.33655755, + "Alanine_Aminotransferase_Level": 32.35949659, + "Aspartate_Aminotransferase_Level": 30.0228611, + "Creatinine_Level": 0.854048959, + "LDH_Level": 203.2211978, + "Calcium_Level": 9.482708664, + "Phosphorus_Level": 4.363814601, + "Glucose_Level": 134.2095674, + "Potassium_Level": 4.631052131, + "Sodium_Level": 144.2885364, + "Smoking_Pack_Years": 1.538389594 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.66224512, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.10961428, + "White_Blood_Cell_Count": 9.983405385, + "Platelet_Count": 355.7486735, + "Albumin_Level": 4.4127994, + "Alkaline_Phosphatase_Level": 44.80921724, + "Alanine_Aminotransferase_Level": 23.46916618, + "Aspartate_Aminotransferase_Level": 21.2590137, + "Creatinine_Level": 0.69468058, + "LDH_Level": 145.8706597, + "Calcium_Level": 9.631722837, + "Phosphorus_Level": 4.255749326, + "Glucose_Level": 72.89213094, + "Potassium_Level": 3.51358661, + "Sodium_Level": 139.8712793, + "Smoking_Pack_Years": 40.95909192 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.99213171, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.74220339, + "White_Blood_Cell_Count": 8.238163864, + "Platelet_Count": 305.7609736, + "Albumin_Level": 3.766495088, + "Alkaline_Phosphatase_Level": 54.71385023, + "Alanine_Aminotransferase_Level": 29.74053731, + "Aspartate_Aminotransferase_Level": 47.09519779, + "Creatinine_Level": 1.3520597, + "LDH_Level": 118.7919489, + "Calcium_Level": 9.619089765, + "Phosphorus_Level": 3.647296597, + "Glucose_Level": 78.92029344, + "Potassium_Level": 4.322845478, + "Sodium_Level": 143.6841766, + "Smoking_Pack_Years": 91.85021621 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.61533505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.38772082, + "White_Blood_Cell_Count": 9.831858304, + "Platelet_Count": 202.9439205, + "Albumin_Level": 3.630123559, + "Alkaline_Phosphatase_Level": 117.8706545, + "Alanine_Aminotransferase_Level": 22.59016291, + "Aspartate_Aminotransferase_Level": 40.00754136, + "Creatinine_Level": 1.279506246, + "LDH_Level": 171.332812, + "Calcium_Level": 9.275620296, + "Phosphorus_Level": 2.948050448, + "Glucose_Level": 76.73795572, + "Potassium_Level": 4.637874916, + "Sodium_Level": 143.176771, + "Smoking_Pack_Years": 81.88342691 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.36872181, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.09686989, + "White_Blood_Cell_Count": 8.568275439, + "Platelet_Count": 226.4054462, + "Albumin_Level": 4.221978608, + "Alkaline_Phosphatase_Level": 70.34727648, + "Alanine_Aminotransferase_Level": 8.864226051, + "Aspartate_Aminotransferase_Level": 23.61546455, + "Creatinine_Level": 1.060378871, + "LDH_Level": 192.6549133, + "Calcium_Level": 9.454349836, + "Phosphorus_Level": 3.88312518, + "Glucose_Level": 129.7065611, + "Potassium_Level": 3.763530917, + "Sodium_Level": 135.4246343, + "Smoking_Pack_Years": 31.8993187 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.40461535, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.60505988, + "White_Blood_Cell_Count": 4.310091805, + "Platelet_Count": 202.1605586, + "Albumin_Level": 4.362798386, + "Alkaline_Phosphatase_Level": 119.9142498, + "Alanine_Aminotransferase_Level": 21.30419333, + "Aspartate_Aminotransferase_Level": 36.26422163, + "Creatinine_Level": 0.631058948, + "LDH_Level": 249.2860964, + "Calcium_Level": 10.04909996, + "Phosphorus_Level": 4.019079166, + "Glucose_Level": 93.27430857, + "Potassium_Level": 3.76677897, + "Sodium_Level": 143.5041975, + "Smoking_Pack_Years": 75.00890428 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.53530722, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.74108171, + "White_Blood_Cell_Count": 4.509296645, + "Platelet_Count": 440.1864603, + "Albumin_Level": 4.323031471, + "Alkaline_Phosphatase_Level": 111.175069, + "Alanine_Aminotransferase_Level": 7.441715959, + "Aspartate_Aminotransferase_Level": 44.19047839, + "Creatinine_Level": 1.41855067, + "LDH_Level": 238.3821923, + "Calcium_Level": 9.351441181, + "Phosphorus_Level": 3.415192875, + "Glucose_Level": 139.38688, + "Potassium_Level": 3.817728387, + "Sodium_Level": 141.6300322, + "Smoking_Pack_Years": 53.15993467 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.07333211, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.40319658, + "White_Blood_Cell_Count": 9.66546865, + "Platelet_Count": 422.4766167, + "Albumin_Level": 4.473899696, + "Alkaline_Phosphatase_Level": 46.05603813, + "Alanine_Aminotransferase_Level": 10.36040598, + "Aspartate_Aminotransferase_Level": 29.14807663, + "Creatinine_Level": 1.364116939, + "LDH_Level": 158.0667269, + "Calcium_Level": 10.29973954, + "Phosphorus_Level": 3.491946255, + "Glucose_Level": 78.35018158, + "Potassium_Level": 4.562140236, + "Sodium_Level": 136.5686171, + "Smoking_Pack_Years": 78.52465348 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.39078905, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.34549983, + "White_Blood_Cell_Count": 4.511736851, + "Platelet_Count": 324.924808, + "Albumin_Level": 4.348603143, + "Alkaline_Phosphatase_Level": 73.95863291, + "Alanine_Aminotransferase_Level": 15.98086379, + "Aspartate_Aminotransferase_Level": 21.36684739, + "Creatinine_Level": 0.624204462, + "LDH_Level": 198.2861725, + "Calcium_Level": 9.495145357, + "Phosphorus_Level": 3.604851738, + "Glucose_Level": 120.5282748, + "Potassium_Level": 4.545379486, + "Sodium_Level": 135.0466675, + "Smoking_Pack_Years": 14.03000149 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.29636623, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.9568511, + "White_Blood_Cell_Count": 7.516658821, + "Platelet_Count": 283.2568008, + "Albumin_Level": 4.425848, + "Alkaline_Phosphatase_Level": 63.53290444, + "Alanine_Aminotransferase_Level": 29.03854881, + "Aspartate_Aminotransferase_Level": 30.62920932, + "Creatinine_Level": 1.369132405, + "LDH_Level": 165.1076102, + "Calcium_Level": 9.63910449, + "Phosphorus_Level": 2.667050901, + "Glucose_Level": 129.6110451, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 26.65484398, + "Aspartate_Aminotransferase_Level": 14.88878411, + "Creatinine_Level": 0.95766633, + "LDH_Level": 119.4616571, + "Calcium_Level": 8.061319594, + "Phosphorus_Level": 4.999777299, + "Glucose_Level": 143.8636607, + "Potassium_Level": 3.908455719, + "Sodium_Level": 141.9313537, + "Smoking_Pack_Years": 62.75020773 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.86583069, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.87977493, + "White_Blood_Cell_Count": 5.313537479, + "Platelet_Count": 197.3155788, + "Albumin_Level": 3.657577073, + "Alkaline_Phosphatase_Level": 59.22458135, + "Alanine_Aminotransferase_Level": 5.62256811, + "Aspartate_Aminotransferase_Level": 22.69250027, + "Creatinine_Level": 1.455968243, + "LDH_Level": 123.4805472, + "Calcium_Level": 9.750462681, + "Phosphorus_Level": 3.508708017, + "Glucose_Level": 133.2390001, + "Potassium_Level": 4.204099059, + "Sodium_Level": 141.8634271, + "Smoking_Pack_Years": 87.49671851 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.28320501, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.45866993, + "White_Blood_Cell_Count": 9.330413676, + "Platelet_Count": 305.9757769, + "Albumin_Level": 3.641865605, + "Alkaline_Phosphatase_Level": 45.77086976, + "Alanine_Aminotransferase_Level": 6.818130049, + "Aspartate_Aminotransferase_Level": 45.69761642, + "Creatinine_Level": 0.945456914, + "LDH_Level": 186.8274769, + "Calcium_Level": 8.353697343, + "Phosphorus_Level": 3.849088404, + "Glucose_Level": 126.6802048, + "Potassium_Level": 4.003677621, + "Sodium_Level": 143.2633453, + "Smoking_Pack_Years": 49.07067952 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.12043139, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.22555814, + "White_Blood_Cell_Count": 5.277802244, + "Platelet_Count": 252.3052172, + "Albumin_Level": 3.472538079, + "Alkaline_Phosphatase_Level": 114.084147, + "Alanine_Aminotransferase_Level": 13.57424184, + "Aspartate_Aminotransferase_Level": 40.68495266, + "Creatinine_Level": 0.983240626, + "LDH_Level": 178.8178794, + "Calcium_Level": 10.37688075, + "Phosphorus_Level": 3.399857312, + "Glucose_Level": 106.3907703, + "Potassium_Level": 3.527532954, + "Sodium_Level": 142.2066365, + "Smoking_Pack_Years": 48.4876952 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.57279655, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.95813222, + "White_Blood_Cell_Count": 7.552616599, + "Platelet_Count": 371.1831942, + "Albumin_Level": 3.273653963, + "Alkaline_Phosphatase_Level": 104.1738952, + "Alanine_Aminotransferase_Level": 11.6496877, + "Aspartate_Aminotransferase_Level": 28.20179932, + "Creatinine_Level": 0.97633541, + "LDH_Level": 248.6540828, + "Calcium_Level": 8.912813583, + "Phosphorus_Level": 4.582845131, + "Glucose_Level": 127.341099, + "Potassium_Level": 4.377788855, + "Sodium_Level": 143.1624128, + "Smoking_Pack_Years": 1.462085361 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.78969639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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+ "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.75594504, + "White_Blood_Cell_Count": 4.799167076, + "Platelet_Count": 415.1290995, + "Albumin_Level": 3.77566552, + "Alkaline_Phosphatase_Level": 38.03822173, + "Alanine_Aminotransferase_Level": 36.26296144, + "Aspartate_Aminotransferase_Level": 13.18342881, + "Creatinine_Level": 1.247655404, + "LDH_Level": 228.4022692, + "Calcium_Level": 10.47603248, + "Phosphorus_Level": 3.283337178, + "Glucose_Level": 138.1409465, + "Potassium_Level": 4.796723446, + "Sodium_Level": 140.7210704, + "Smoking_Pack_Years": 94.78200522 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.32730859, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.67273681, + "White_Blood_Cell_Count": 5.75281833, + "Platelet_Count": 390.3897396, + "Albumin_Level": 3.300171203, + "Alkaline_Phosphatase_Level": 103.75206, + "Alanine_Aminotransferase_Level": 20.22055374, + "Aspartate_Aminotransferase_Level": 18.24212519, + "Creatinine_Level": 1.465176299, + "LDH_Level": 160.5557694, + "Calcium_Level": 10.34660536, + "Phosphorus_Level": 3.676540586, + "Glucose_Level": 70.2759497, + "Potassium_Level": 4.474542809, + "Sodium_Level": 141.7272411, + "Smoking_Pack_Years": 61.10524106 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.10058564, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.75247706, + "White_Blood_Cell_Count": 8.606893289, + "Platelet_Count": 195.4538428, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.35016861, + "White_Blood_Cell_Count": 7.925589286, + "Platelet_Count": 162.963763, + "Albumin_Level": 4.811657529, + "Alkaline_Phosphatase_Level": 58.94173049, + "Alanine_Aminotransferase_Level": 24.27655926, + "Aspartate_Aminotransferase_Level": 23.02637874, + "Creatinine_Level": 0.96282138, + "LDH_Level": 177.9159033, + "Calcium_Level": 9.773096621, + "Phosphorus_Level": 2.981541792, + "Glucose_Level": 144.508371, + "Potassium_Level": 3.640898652, + "Sodium_Level": 144.6677073, + "Smoking_Pack_Years": 29.23489559 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.38049979, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.11205546, + "White_Blood_Cell_Count": 7.618007568, + "Platelet_Count": 175.629385, + "Albumin_Level": 4.917317164, + "Alkaline_Phosphatase_Level": 58.7417214, + "Alanine_Aminotransferase_Level": 25.12986997, + "Aspartate_Aminotransferase_Level": 17.16457099, + "Creatinine_Level": 1.421313903, + "LDH_Level": 201.1269372, + "Calcium_Level": 10.19582419, + "Phosphorus_Level": 3.250281925, + "Glucose_Level": 118.1584306, + "Potassium_Level": 3.759325697, + "Sodium_Level": 138.9372513, + "Smoking_Pack_Years": 93.86544761 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.5488576, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.62179101, + "White_Blood_Cell_Count": 9.030269423, + "Platelet_Count": 200.8628786, + 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.811588, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.53271226, + "White_Blood_Cell_Count": 5.758931958, + "Platelet_Count": 215.2175006, + "Albumin_Level": 4.150131146, + "Alkaline_Phosphatase_Level": 87.44591622, + "Alanine_Aminotransferase_Level": 23.09734822, + "Aspartate_Aminotransferase_Level": 28.29170114, + "Creatinine_Level": 1.322940335, + "LDH_Level": 231.9129125, + "Calcium_Level": 10.05189261, + "Phosphorus_Level": 3.652988904, + "Glucose_Level": 144.5102185, + "Potassium_Level": 3.511191088, + "Sodium_Level": 137.843578, + "Smoking_Pack_Years": 84.93556694 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.20685553, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.64587408, + "White_Blood_Cell_Count": 9.337121849, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.36465654, + "White_Blood_Cell_Count": 7.585437431, + "Platelet_Count": 210.440636, + "Albumin_Level": 4.662938898, + "Alkaline_Phosphatase_Level": 58.92290227, + "Alanine_Aminotransferase_Level": 15.96279006, + "Aspartate_Aminotransferase_Level": 40.38246676, + "Creatinine_Level": 1.136373378, + "LDH_Level": 133.656444, + "Calcium_Level": 9.79896704, + "Phosphorus_Level": 4.312509813, + "Glucose_Level": 84.36867694, + "Potassium_Level": 4.782202385, + "Sodium_Level": 138.4612511, + "Smoking_Pack_Years": 42.47086327 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.46093559, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.88763619, + "White_Blood_Cell_Count": 3.625506522, + "Platelet_Count": 297.489324, + "Albumin_Level": 4.071743822, + "Alkaline_Phosphatase_Level": 60.02915315, + "Alanine_Aminotransferase_Level": 28.38922953, + "Aspartate_Aminotransferase_Level": 32.86584886, + "Creatinine_Level": 0.687473695, + "LDH_Level": 130.6250706, + "Calcium_Level": 10.43597907, + "Phosphorus_Level": 4.610707347, + "Glucose_Level": 92.59386495, + "Potassium_Level": 4.889701235, + "Sodium_Level": 135.0964355, + "Smoking_Pack_Years": 67.6638683 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.71861827, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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123.5521908, + "Calcium_Level": 10.10255697, + "Phosphorus_Level": 3.269814146, + "Glucose_Level": 141.4846875, + "Potassium_Level": 3.577257856, + "Sodium_Level": 138.1640708, + "Smoking_Pack_Years": 77.44195367 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.78078235, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.74765045, + "White_Blood_Cell_Count": 7.17463742, + "Platelet_Count": 443.5856961, + "Albumin_Level": 4.686991479, + "Alkaline_Phosphatase_Level": 93.10386058, + "Alanine_Aminotransferase_Level": 11.47445097, + "Aspartate_Aminotransferase_Level": 45.73757121, + "Creatinine_Level": 1.184805335, + "LDH_Level": 119.7732774, + "Calcium_Level": 8.360232415, + "Phosphorus_Level": 4.2397869, + "Glucose_Level": 103.2941304, + "Potassium_Level": 3.84412899, + "Sodium_Level": 140.6732847, + "Smoking_Pack_Years": 45.6352472 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.6617627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.4565403, + "White_Blood_Cell_Count": 8.709282103, + "Platelet_Count": 187.9070883, + "Albumin_Level": 4.838745984, + "Alkaline_Phosphatase_Level": 47.86419203, + "Alanine_Aminotransferase_Level": 12.03468312, + "Aspartate_Aminotransferase_Level": 47.78153623, + "Creatinine_Level": 0.927587765, + "LDH_Level": 106.8751932, + "Calcium_Level": 10.08470213, + "Phosphorus_Level": 4.804544009, + "Glucose_Level": 133.0973005, + "Potassium_Level": 4.859031261, + "Sodium_Level": 144.9843425, + "Smoking_Pack_Years": 79.17906943 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.81058142, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.22229452, + "White_Blood_Cell_Count": 6.136249565, + "Platelet_Count": 192.859699, + "Albumin_Level": 4.883736064, + "Alkaline_Phosphatase_Level": 92.48021057, + "Alanine_Aminotransferase_Level": 28.96122256, + "Aspartate_Aminotransferase_Level": 20.58505992, + "Creatinine_Level": 1.109067755, + "LDH_Level": 151.3637818, + "Calcium_Level": 10.08815609, + "Phosphorus_Level": 2.542657792, + "Glucose_Level": 133.5042503, + "Potassium_Level": 4.780587496, + "Sodium_Level": 142.8263861, + "Smoking_Pack_Years": 49.41350277 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.32635711, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.44625592, + "White_Blood_Cell_Count": 9.882848113, + 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201.520283, + "Calcium_Level": 9.360100234, + "Phosphorus_Level": 4.767683829, + "Glucose_Level": 134.4573165, + "Potassium_Level": 4.286170763, + "Sodium_Level": 143.4273875, + "Smoking_Pack_Years": 15.50447487 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.15462387, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.67990111, + "White_Blood_Cell_Count": 9.850246599, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.3442544, + "White_Blood_Cell_Count": 5.405419013, + "Platelet_Count": 334.7460839, + "Albumin_Level": 4.510713627, + "Alkaline_Phosphatase_Level": 80.35215676, + "Alanine_Aminotransferase_Level": 34.27384437, + "Aspartate_Aminotransferase_Level": 16.47614781, + "Creatinine_Level": 1.35174545, + "LDH_Level": 194.3173402, + "Calcium_Level": 9.217862196, + "Phosphorus_Level": 4.317324852, + "Glucose_Level": 144.0132629, + "Potassium_Level": 3.854927268, + "Sodium_Level": 138.5057699, + "Smoking_Pack_Years": 25.1558264 + }, + { + "Age": 71, + "Gender": "Male", 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223.7108449, + "Calcium_Level": 10.32507371, + "Phosphorus_Level": 3.739801041, + "Glucose_Level": 79.66007193, + "Potassium_Level": 4.399374992, + "Sodium_Level": 138.3053173, + "Smoking_Pack_Years": 27.50494016 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.83157924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.35623978, + "White_Blood_Cell_Count": 6.86725162, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.0403473, + "White_Blood_Cell_Count": 9.555629938, + "Platelet_Count": 171.2495473, + "Albumin_Level": 3.788367606, + "Alkaline_Phosphatase_Level": 108.7976353, + "Alanine_Aminotransferase_Level": 39.23951093, + "Aspartate_Aminotransferase_Level": 40.14282164, + "Creatinine_Level": 1.317867817, + "LDH_Level": 241.7256459, + "Calcium_Level": 9.471628272, + "Phosphorus_Level": 2.759899295, + "Glucose_Level": 78.00990785, + "Potassium_Level": 3.880617658, + "Sodium_Level": 141.2281522, + "Smoking_Pack_Years": 60.51363722 + }, + { + "Age": 64, + "Gender": "Female", 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209.0278181, + "Calcium_Level": 8.111160221, + "Phosphorus_Level": 4.604530505, + "Glucose_Level": 123.9894541, + "Potassium_Level": 3.784520141, + "Sodium_Level": 141.2097954, + "Smoking_Pack_Years": 71.34011359 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.45215736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.43771595, + "White_Blood_Cell_Count": 9.978747539, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.41867381, + "White_Blood_Cell_Count": 7.52427225, + "Platelet_Count": 153.1667015, + "Albumin_Level": 3.982111389, + "Alkaline_Phosphatase_Level": 75.08359841, + "Alanine_Aminotransferase_Level": 27.61928472, + "Aspartate_Aminotransferase_Level": 18.32595324, + "Creatinine_Level": 1.326894142, + "LDH_Level": 143.7456124, + "Calcium_Level": 9.024768282, + "Phosphorus_Level": 3.605617748, + "Glucose_Level": 138.9235394, + "Potassium_Level": 3.73222186, + "Sodium_Level": 143.5757487, + "Smoking_Pack_Years": 76.24263587 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.45960997, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.63001546, + "White_Blood_Cell_Count": 5.134493477, + "Platelet_Count": 365.9730909, + "Albumin_Level": 3.911498481, + "Alkaline_Phosphatase_Level": 99.24972343, + "Alanine_Aminotransferase_Level": 37.77562268, + "Aspartate_Aminotransferase_Level": 27.15480099, + "Creatinine_Level": 1.279596407, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.73747004, + "White_Blood_Cell_Count": 7.993535731, + "Platelet_Count": 181.5612026, + "Albumin_Level": 4.462140396, + "Alkaline_Phosphatase_Level": 85.88283462, + "Alanine_Aminotransferase_Level": 10.15902133, + "Aspartate_Aminotransferase_Level": 30.05324671, + "Creatinine_Level": 0.502062339, + "LDH_Level": 151.0763302, + "Calcium_Level": 8.365496024, + "Phosphorus_Level": 4.979564935, + "Glucose_Level": 87.50716687, + "Potassium_Level": 4.252568513, + "Sodium_Level": 140.4707734, + "Smoking_Pack_Years": 74.54479354 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.70807531, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.45403554, + "White_Blood_Cell_Count": 5.029344464, + "Platelet_Count": 209.907142, + "Albumin_Level": 4.655960432, + "Alkaline_Phosphatase_Level": 41.96726668, + "Alanine_Aminotransferase_Level": 35.49063419, + "Aspartate_Aminotransferase_Level": 27.86190956, + "Creatinine_Level": 0.624778411, + "LDH_Level": 201.6337756, + "Calcium_Level": 9.626002402, + "Phosphorus_Level": 2.995812078, + "Glucose_Level": 116.7314764, + "Potassium_Level": 4.438509688, + "Sodium_Level": 138.9337122, + "Smoking_Pack_Years": 33.19388239 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.0596933, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.50769627, + "White_Blood_Cell_Count": 5.484295581, + "Platelet_Count": 180.8538827, + "Albumin_Level": 4.92369802, + "Alkaline_Phosphatase_Level": 50.38424629, + "Alanine_Aminotransferase_Level": 24.36803589, + "Aspartate_Aminotransferase_Level": 38.55768747, + "Creatinine_Level": 1.358944782, + "LDH_Level": 168.0162517, + "Calcium_Level": 9.908587326, + "Phosphorus_Level": 4.615578941, + "Glucose_Level": 98.64895982, + "Potassium_Level": 4.070435319, + "Sodium_Level": 138.3071777, + "Smoking_Pack_Years": 28.78680895 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.72415473, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.79155298, + "White_Blood_Cell_Count": 6.662825601, + "Platelet_Count": 277.5872821, + "Albumin_Level": 4.021262445, + "Alkaline_Phosphatase_Level": 62.73719045, + "Alanine_Aminotransferase_Level": 31.09438386, + "Aspartate_Aminotransferase_Level": 23.78457107, + "Creatinine_Level": 0.925541077, + "LDH_Level": 168.9860766, + "Calcium_Level": 8.654837144, + "Phosphorus_Level": 4.877691713, + "Glucose_Level": 95.878392, + "Potassium_Level": 3.813723969, + "Sodium_Level": 140.0309464, + "Smoking_Pack_Years": 42.58908746 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.15879661, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.92390442, + "White_Blood_Cell_Count": 4.213461798, + "Platelet_Count": 370.7669091, + "Albumin_Level": 3.665725836, + "Alkaline_Phosphatase_Level": 46.59601748, + "Alanine_Aminotransferase_Level": 34.29034566, + "Aspartate_Aminotransferase_Level": 39.58480035, + "Creatinine_Level": 0.631727056, + "LDH_Level": 208.9193463, + "Calcium_Level": 9.303988012, + "Phosphorus_Level": 3.799042254, + "Glucose_Level": 101.901702, + "Potassium_Level": 4.932539993, + "Sodium_Level": 141.9781732, + "Smoking_Pack_Years": 59.02006285 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.30101666, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.04456452, + "White_Blood_Cell_Count": 5.227300433, + "Platelet_Count": 389.4456827, + "Albumin_Level": 4.690960893, + "Alkaline_Phosphatase_Level": 95.82413138, + "Alanine_Aminotransferase_Level": 8.212984761, + "Aspartate_Aminotransferase_Level": 39.06222715, + "Creatinine_Level": 0.944997481, + "LDH_Level": 231.4336856, + "Calcium_Level": 8.541990569, + "Phosphorus_Level": 4.456120361, + "Glucose_Level": 144.0630315, + "Potassium_Level": 3.683343865, + "Sodium_Level": 135.6670719, + "Smoking_Pack_Years": 63.18331809 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.71484377, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.7844045, + "White_Blood_Cell_Count": 9.231154288, + "Platelet_Count": 422.8361321, + "Albumin_Level": 3.492907393, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.77716191, + "White_Blood_Cell_Count": 9.059741443, + "Platelet_Count": 192.4476721, + "Albumin_Level": 3.731938471, + "Alkaline_Phosphatase_Level": 78.8319457, + "Alanine_Aminotransferase_Level": 11.91455071, + "Aspartate_Aminotransferase_Level": 31.03111853, + "Creatinine_Level": 1.037722488, + "LDH_Level": 170.5186785, + "Calcium_Level": 10.00873229, + "Phosphorus_Level": 4.782172789, + "Glucose_Level": 130.5257881, + "Potassium_Level": 3.958518811, + "Sodium_Level": 135.3326393, + "Smoking_Pack_Years": 88.72610166 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.73068392, + "White_Blood_Cell_Count": 7.329782723, + "Platelet_Count": 362.217041, + "Albumin_Level": 4.16308234, + "Alkaline_Phosphatase_Level": 74.54930285, + "Alanine_Aminotransferase_Level": 5.822609562, + "Aspartate_Aminotransferase_Level": 45.52780797, + "Creatinine_Level": 0.520424068, + "LDH_Level": 210.3138222, + "Calcium_Level": 9.698837209, + "Phosphorus_Level": 3.177311783, + "Glucose_Level": 139.3569851, + "Potassium_Level": 4.353676671, + "Sodium_Level": 142.4886066, + "Smoking_Pack_Years": 69.61066216 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.95116416, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.47461034, + "White_Blood_Cell_Count": 4.790640616, + "Platelet_Count": 417.4227287, + "Albumin_Level": 3.257317083, + "Alkaline_Phosphatase_Level": 53.22996872, + "Alanine_Aminotransferase_Level": 26.48853652, + "Aspartate_Aminotransferase_Level": 11.52342708, + "Creatinine_Level": 1.44455421, + "LDH_Level": 218.3819792, + "Calcium_Level": 8.617370407, + "Phosphorus_Level": 3.51268526, + "Glucose_Level": 107.7479102, + "Potassium_Level": 3.920125635, + "Sodium_Level": 141.0521528, + "Smoking_Pack_Years": 19.3932867 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.97913193, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.79642347, + "White_Blood_Cell_Count": 7.241169234, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.36371818, + "White_Blood_Cell_Count": 6.73964907, + "Platelet_Count": 288.4663034, + "Albumin_Level": 3.363946076, + "Alkaline_Phosphatase_Level": 103.3245825, + "Alanine_Aminotransferase_Level": 38.60731718, + "Aspartate_Aminotransferase_Level": 39.25889829, + "Creatinine_Level": 1.266713933, + "LDH_Level": 127.0118623, + "Calcium_Level": 8.302892446, + "Phosphorus_Level": 4.101733775, + "Glucose_Level": 117.6499311, + "Potassium_Level": 3.940632141, + "Sodium_Level": 139.3661009, + "Smoking_Pack_Years": 9.780431058 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.80127096, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.2517368, + "White_Blood_Cell_Count": 5.819620422, + "Platelet_Count": 350.3608759, + "Albumin_Level": 3.652553577, + "Alkaline_Phosphatase_Level": 79.81108802, + "Alanine_Aminotransferase_Level": 38.81911402, + "Aspartate_Aminotransferase_Level": 24.53596827, + "Creatinine_Level": 1.337167303, + "LDH_Level": 128.5436367, + "Calcium_Level": 9.746772539, + "Phosphorus_Level": 2.55725768, + "Glucose_Level": 131.6713585, + "Potassium_Level": 4.410188489, + "Sodium_Level": 137.3992105, + "Smoking_Pack_Years": 48.42240437 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.31194499, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.35421279, + "White_Blood_Cell_Count": 6.801291402, + "Platelet_Count": 166.2025703, + "Albumin_Level": 4.572227522, + "Alkaline_Phosphatase_Level": 34.2528046, + "Alanine_Aminotransferase_Level": 31.73988032, + "Aspartate_Aminotransferase_Level": 29.34772344, + "Creatinine_Level": 1.093409875, + "LDH_Level": 111.7775167, + "Calcium_Level": 8.032474748, + "Phosphorus_Level": 3.381456053, + "Glucose_Level": 129.1981782, + "Potassium_Level": 4.426112218, + "Sodium_Level": 141.5599732, + "Smoking_Pack_Years": 57.05237684 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.79089451, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.5179612, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.98904965, + "White_Blood_Cell_Count": 7.764863605, + "Platelet_Count": 390.8474801, + "Albumin_Level": 3.366691438, + "Alkaline_Phosphatase_Level": 31.53359403, + "Alanine_Aminotransferase_Level": 29.31600845, + "Aspartate_Aminotransferase_Level": 43.22035932, + "Creatinine_Level": 0.798563094, + "LDH_Level": 237.0657376, + "Calcium_Level": 8.334195661, + "Phosphorus_Level": 4.603153006, + "Glucose_Level": 79.65246679, + "Potassium_Level": 4.085451595, + "Sodium_Level": 139.4845962, + "Smoking_Pack_Years": 93.65193501 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.28838943, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.8249016, + "White_Blood_Cell_Count": 8.455498594, + "Platelet_Count": 163.0687647, + "Albumin_Level": 4.037954907, + "Alkaline_Phosphatase_Level": 89.83499828, + "Alanine_Aminotransferase_Level": 13.28927915, + "Aspartate_Aminotransferase_Level": 45.07269137, + "Creatinine_Level": 1.194374988, + "LDH_Level": 140.6672009, + "Calcium_Level": 9.750990147, + "Phosphorus_Level": 3.473159463, + "Glucose_Level": 129.136288, + "Potassium_Level": 3.809619051, + "Sodium_Level": 141.2080482, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.54252786, + "White_Blood_Cell_Count": 7.208268486, + "Platelet_Count": 401.195229, + "Albumin_Level": 4.010221077, + "Alkaline_Phosphatase_Level": 73.15503902, + "Alanine_Aminotransferase_Level": 23.92312315, + "Aspartate_Aminotransferase_Level": 35.98859142, + "Creatinine_Level": 1.193012893, + "LDH_Level": 178.4126982, + "Calcium_Level": 8.41711714, + "Phosphorus_Level": 4.591708887, + "Glucose_Level": 139.3726896, + "Potassium_Level": 4.576296758, + "Sodium_Level": 135.9030185, + "Smoking_Pack_Years": 25.54287541 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.42172809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 14.48524435, + "Creatinine_Level": 0.723450188, + "LDH_Level": 228.092051, + "Calcium_Level": 8.467347286, + "Phosphorus_Level": 3.344406169, + "Glucose_Level": 81.54176179, + "Potassium_Level": 4.799827028, + "Sodium_Level": 144.1454267, + "Smoking_Pack_Years": 50.69978246 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.97555925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 64, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.76401015, + "White_Blood_Cell_Count": 7.824423806, + "Platelet_Count": 387.3431307, + "Albumin_Level": 4.397279375, + "Alkaline_Phosphatase_Level": 57.9797822, + "Alanine_Aminotransferase_Level": 14.79160514, + "Aspartate_Aminotransferase_Level": 45.65194543, + "Creatinine_Level": 0.899114406, + "LDH_Level": 138.102032, + "Calcium_Level": 8.538672536, + "Phosphorus_Level": 3.656120699, + "Glucose_Level": 143.302163, + "Potassium_Level": 4.352261542, + "Sodium_Level": 136.9412966, + "Smoking_Pack_Years": 75.34796013 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.54045532, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.90404195, + "White_Blood_Cell_Count": 6.187914341, + "Platelet_Count": 319.0831432, + "Albumin_Level": 4.514270601, + "Alkaline_Phosphatase_Level": 89.72440099, + "Alanine_Aminotransferase_Level": 13.44062578, + "Aspartate_Aminotransferase_Level": 35.5735965, + "Creatinine_Level": 0.670723864, + "LDH_Level": 235.1820814, + "Calcium_Level": 10.37443694, + "Phosphorus_Level": 4.323942377, + "Glucose_Level": 122.5733558, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.7236153, + "White_Blood_Cell_Count": 7.810304998, + "Platelet_Count": 255.8400276, + "Albumin_Level": 4.889200062, + "Alkaline_Phosphatase_Level": 64.91337087, + "Alanine_Aminotransferase_Level": 37.60925715, + "Aspartate_Aminotransferase_Level": 44.68231903, + "Creatinine_Level": 1.264705104, + "LDH_Level": 221.3093492, + "Calcium_Level": 9.218955038, + "Phosphorus_Level": 3.4249118, + "Glucose_Level": 107.8158229, + "Potassium_Level": 4.305514962, + "Sodium_Level": 139.9708016, + "Smoking_Pack_Years": 80.96237722 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.44624566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.17317451, + "White_Blood_Cell_Count": 6.054789523, + "Platelet_Count": 372.8388382, + "Albumin_Level": 4.865817581, + "Alkaline_Phosphatase_Level": 77.23281289, + "Alanine_Aminotransferase_Level": 27.50539521, + "Aspartate_Aminotransferase_Level": 45.31574438, + "Creatinine_Level": 0.660726601, + "LDH_Level": 214.1194618, + "Calcium_Level": 9.383931394, + "Phosphorus_Level": 3.684510878, + "Glucose_Level": 145.1832105, + "Potassium_Level": 4.981422441, + "Sodium_Level": 141.7600713, + "Smoking_Pack_Years": 23.72145904 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.03317417, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.01328325, + "White_Blood_Cell_Count": 3.518050376, + "Platelet_Count": 354.4877715, + "Albumin_Level": 4.282638307, + "Alkaline_Phosphatase_Level": 109.5851863, + "Alanine_Aminotransferase_Level": 18.39273223, + "Aspartate_Aminotransferase_Level": 16.98570787, + "Creatinine_Level": 0.63037558, + "LDH_Level": 160.8343286, + "Calcium_Level": 8.258852685, + "Phosphorus_Level": 2.771248937, + "Glucose_Level": 133.9570158, + "Potassium_Level": 4.734660609, + "Sodium_Level": 141.6430803, + "Smoking_Pack_Years": 77.10864451 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.6983373, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.17619713, + "White_Blood_Cell_Count": 8.279872624, + "Platelet_Count": 344.9223776, + "Albumin_Level": 4.564134375, + "Alkaline_Phosphatase_Level": 61.2161314, + "Alanine_Aminotransferase_Level": 37.87710514, + "Aspartate_Aminotransferase_Level": 35.56987594, + "Creatinine_Level": 1.144627933, + "LDH_Level": 108.5515147, + "Calcium_Level": 9.09223763, + "Phosphorus_Level": 3.508428338, + "Glucose_Level": 142.0443529, + "Potassium_Level": 4.299869741, + "Sodium_Level": 143.9135893, + "Smoking_Pack_Years": 34.94391445 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.53140141, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.40631529, + "White_Blood_Cell_Count": 3.841101052, + "Platelet_Count": 222.2633011, + "Albumin_Level": 3.056870558, + "Alkaline_Phosphatase_Level": 54.20047555, + "Alanine_Aminotransferase_Level": 7.809609152, + "Aspartate_Aminotransferase_Level": 28.41208044, + "Creatinine_Level": 1.457826884, + "LDH_Level": 232.1812558, + "Calcium_Level": 8.064105443, + "Phosphorus_Level": 2.586913698, + "Glucose_Level": 87.36421271, + "Potassium_Level": 4.353468261, + "Sodium_Level": 141.2182131, + "Smoking_Pack_Years": 60.2171677 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.70797803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.50560863, + "White_Blood_Cell_Count": 8.446430607, + "Platelet_Count": 150.2955177, + "Albumin_Level": 4.946152903, + "Alkaline_Phosphatase_Level": 72.24256748, + "Alanine_Aminotransferase_Level": 30.9478454, + "Aspartate_Aminotransferase_Level": 30.38823629, + "Creatinine_Level": 1.405873193, + "LDH_Level": 218.1498992, + "Calcium_Level": 8.64696645, + "Phosphorus_Level": 4.603841454, + "Glucose_Level": 96.19663789, + "Potassium_Level": 4.755266012, + "Sodium_Level": 143.2211305, + "Smoking_Pack_Years": 70.4064288 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.58513967, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.11501652, + "White_Blood_Cell_Count": 7.10294967, + "Platelet_Count": 279.0585362, + "Albumin_Level": 3.160885281, + "Alkaline_Phosphatase_Level": 32.40788637, + "Alanine_Aminotransferase_Level": 22.15807174, + "Aspartate_Aminotransferase_Level": 17.5906466, + "Creatinine_Level": 0.601982658, + "LDH_Level": 105.7226897, + "Calcium_Level": 8.258967377, + "Phosphorus_Level": 4.046260374, + "Glucose_Level": 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86.80274182, + "Alanine_Aminotransferase_Level": 34.06419294, + "Aspartate_Aminotransferase_Level": 36.86133057, + "Creatinine_Level": 0.79092905, + "LDH_Level": 228.9139916, + "Calcium_Level": 8.90571582, + "Phosphorus_Level": 3.674982326, + "Glucose_Level": 111.9369294, + "Potassium_Level": 4.611196306, + "Sodium_Level": 141.0974225, + "Smoking_Pack_Years": 47.47668548 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.03866161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.25521107, + "White_Blood_Cell_Count": 7.182028057, + "Platelet_Count": 244.0790619, + "Albumin_Level": 3.410287543, + "Alkaline_Phosphatase_Level": 76.53027814, + "Alanine_Aminotransferase_Level": 35.93725904, + "Aspartate_Aminotransferase_Level": 10.03074304, + "Creatinine_Level": 0.636715145, + "LDH_Level": 232.8086976, + "Calcium_Level": 10.27679443, + "Phosphorus_Level": 4.649043121, + "Glucose_Level": 80.19626435, + "Potassium_Level": 4.04917133, + "Sodium_Level": 141.8950294, + "Smoking_Pack_Years": 51.64816786 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.4359596, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.04597312, + "White_Blood_Cell_Count": 9.364482847, + "Platelet_Count": 261.0469379, + "Albumin_Level": 4.093707659, + "Alkaline_Phosphatase_Level": 81.49749247, + "Alanine_Aminotransferase_Level": 33.93721616, + "Aspartate_Aminotransferase_Level": 23.80013163, + "Creatinine_Level": 1.234569157, + "LDH_Level": 111.0877589, + "Calcium_Level": 8.041149506, + "Phosphorus_Level": 4.566583178, + "Glucose_Level": 80.66689999, + "Potassium_Level": 4.539693419, + "Sodium_Level": 142.9746101, + "Smoking_Pack_Years": 87.92149849 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.46270053, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.1829544, + "White_Blood_Cell_Count": 4.737912373, + "Platelet_Count": 261.5025471, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.03089, + "White_Blood_Cell_Count": 9.341212364, + "Platelet_Count": 396.7837994, + "Albumin_Level": 4.569177596, + "Alkaline_Phosphatase_Level": 116.1640099, + "Alanine_Aminotransferase_Level": 34.93230819, + "Aspartate_Aminotransferase_Level": 19.7462343, + "Creatinine_Level": 0.753659431, + "LDH_Level": 144.3192838, + "Calcium_Level": 8.948843869, + "Phosphorus_Level": 4.754919985, + "Glucose_Level": 99.63675267, + "Potassium_Level": 4.821917658, + "Sodium_Level": 144.3350719, + "Smoking_Pack_Years": 23.95559651 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.5114517, + "White_Blood_Cell_Count": 9.04505857, + "Platelet_Count": 172.162583, + "Albumin_Level": 4.611138628, + "Alkaline_Phosphatase_Level": 107.3659182, + "Alanine_Aminotransferase_Level": 12.46739092, + "Aspartate_Aminotransferase_Level": 46.73316196, + "Creatinine_Level": 1.442659747, + "LDH_Level": 247.6597569, + "Calcium_Level": 9.409522284, + "Phosphorus_Level": 4.556856798, + "Glucose_Level": 106.5236321, + "Potassium_Level": 3.504708491, + "Sodium_Level": 137.6154339, + "Smoking_Pack_Years": 26.91071047 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.07051409, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.24338403, + "White_Blood_Cell_Count": 3.785258643, + "Platelet_Count": 428.8555158, + "Albumin_Level": 4.947243586, + "Alkaline_Phosphatase_Level": 85.12400684, + "Alanine_Aminotransferase_Level": 30.57776182, + "Aspartate_Aminotransferase_Level": 34.66562764, + "Creatinine_Level": 0.927186167, + "LDH_Level": 153.2027236, + "Calcium_Level": 8.124330615, + "Phosphorus_Level": 3.619089513, + "Glucose_Level": 93.03951372, + "Potassium_Level": 3.697355076, + "Sodium_Level": 135.2445035, + "Smoking_Pack_Years": 59.43215098 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.23004572, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.55260315, + "White_Blood_Cell_Count": 7.257656688, + "Platelet_Count": 442.6856092, + "Albumin_Level": 3.733889447, + "Alkaline_Phosphatase_Level": 88.39761112, + "Alanine_Aminotransferase_Level": 5.216831397, + "Aspartate_Aminotransferase_Level": 19.78092913, + "Creatinine_Level": 0.83332346, + "LDH_Level": 219.980804, + "Calcium_Level": 10.15116236, + "Phosphorus_Level": 3.054752375, + "Glucose_Level": 144.288604, + "Potassium_Level": 4.107456355, + "Sodium_Level": 139.2479933, + "Smoking_Pack_Years": 74.91128219 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.85052291, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.07061093, + "White_Blood_Cell_Count": 5.172624025, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.63929776, + "White_Blood_Cell_Count": 5.047587185, + "Platelet_Count": 254.5309389, + "Albumin_Level": 4.571097512, + "Alkaline_Phosphatase_Level": 104.6130487, + "Alanine_Aminotransferase_Level": 39.01323203, + "Aspartate_Aminotransferase_Level": 24.48958065, + "Creatinine_Level": 0.543812235, + "LDH_Level": 185.9669463, + "Calcium_Level": 8.537737556, + "Phosphorus_Level": 3.421566884, + "Glucose_Level": 133.7622227, + "Potassium_Level": 3.837467865, + "Sodium_Level": 140.4723454, + "Smoking_Pack_Years": 81.92514114 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.28658452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", 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"Creatinine_Level": 0.965427897, + "LDH_Level": 217.6778341, + "Calcium_Level": 9.21674081, + "Phosphorus_Level": 4.77733398, + "Glucose_Level": 100.0841071, + "Potassium_Level": 4.307358935, + "Sodium_Level": 139.7215283, + "Smoking_Pack_Years": 30.14147592 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.90874149, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.70859556, + "White_Blood_Cell_Count": 7.446239021, + "Platelet_Count": 284.9393929, + "Albumin_Level": 3.153482575, + "Alkaline_Phosphatase_Level": 99.58456543, + "Alanine_Aminotransferase_Level": 20.25977281, + "Aspartate_Aminotransferase_Level": 24.13295813, + "Creatinine_Level": 0.517676043, + "LDH_Level": 180.9316933, + "Calcium_Level": 9.68759931, + "Phosphorus_Level": 4.819339488, + "Glucose_Level": 124.8493451, + "Potassium_Level": 4.04013098, + "Sodium_Level": 142.5902282, + "Smoking_Pack_Years": 43.58990428 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.17290365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.09014543, + "White_Blood_Cell_Count": 8.619951159, + "Platelet_Count": 186.0137627, + "Albumin_Level": 3.543814737, + "Alkaline_Phosphatase_Level": 95.20479618, + "Alanine_Aminotransferase_Level": 5.261238321, + "Aspartate_Aminotransferase_Level": 24.02446921, + "Creatinine_Level": 0.796706464, + "LDH_Level": 132.9549561, + "Calcium_Level": 9.946245154, + "Phosphorus_Level": 4.268384731, + "Glucose_Level": 125.6800312, + "Potassium_Level": 4.438559012, + "Sodium_Level": 138.7291171, + "Smoking_Pack_Years": 65.3759427 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.89157474, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.88299889, + "White_Blood_Cell_Count": 9.153966492, + "Platelet_Count": 245.8704417, + "Albumin_Level": 3.741476119, + "Alkaline_Phosphatase_Level": 51.4735441, + "Alanine_Aminotransferase_Level": 24.84705559, + "Aspartate_Aminotransferase_Level": 38.88535384, + "Creatinine_Level": 1.430566707, + "LDH_Level": 246.9203521, + "Calcium_Level": 9.472192031, + "Phosphorus_Level": 3.360906238, + "Glucose_Level": 129.7699447, + "Potassium_Level": 4.920817361, + "Sodium_Level": 138.4204348, + "Smoking_Pack_Years": 36.29770324 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.07209316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.48806513, + "White_Blood_Cell_Count": 8.190280724, + "Platelet_Count": 434.6550269, + "Albumin_Level": 4.062329672, + "Alkaline_Phosphatase_Level": 104.809512, + "Alanine_Aminotransferase_Level": 38.26448788, + "Aspartate_Aminotransferase_Level": 45.75739999, + "Creatinine_Level": 0.931244044, + "LDH_Level": 183.9065021, + "Calcium_Level": 10.27111789, + "Phosphorus_Level": 4.407895875, + "Glucose_Level": 86.07095478, + "Potassium_Level": 4.529390429, + "Sodium_Level": 137.5182722, + "Smoking_Pack_Years": 73.07381918 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.24030194, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.57257532, + "White_Blood_Cell_Count": 9.973169095, + "Platelet_Count": 398.0852409, + "Albumin_Level": 3.625553321, + "Alkaline_Phosphatase_Level": 109.2097714, + "Alanine_Aminotransferase_Level": 36.29889276, + "Aspartate_Aminotransferase_Level": 41.69604139, + "Creatinine_Level": 0.865244403, + "LDH_Level": 149.3405043, + "Calcium_Level": 9.785223778, + "Phosphorus_Level": 2.603448792, + "Glucose_Level": 149.0784625, + "Potassium_Level": 4.705543594, + "Sodium_Level": 136.9149992, + "Smoking_Pack_Years": 64.60559746 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.41216533, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.64522536, + "White_Blood_Cell_Count": 4.592751873, + "Platelet_Count": 348.8187499, + "Albumin_Level": 3.260435038, + "Alkaline_Phosphatase_Level": 69.2765028, + "Alanine_Aminotransferase_Level": 8.950293389, + "Aspartate_Aminotransferase_Level": 41.31387076, + "Creatinine_Level": 0.514020392, + "LDH_Level": 186.4775796, + "Calcium_Level": 10.35818847, + "Phosphorus_Level": 4.207232745, + "Glucose_Level": 142.5590603, + "Potassium_Level": 3.924912094, + "Sodium_Level": 139.9261031, + "Smoking_Pack_Years": 4.84134903 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.71652111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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13.31341483, + "Aspartate_Aminotransferase_Level": 30.60899389, + "Creatinine_Level": 1.489659307, + "LDH_Level": 198.6655669, + "Calcium_Level": 10.4984133, + "Phosphorus_Level": 2.735256148, + "Glucose_Level": 133.7776914, + "Potassium_Level": 3.625992574, + "Sodium_Level": 135.1518904, + "Smoking_Pack_Years": 41.02901479 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.66492259, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.17534731, + "White_Blood_Cell_Count": 7.926635275, + "Platelet_Count": 230.5360977, + "Albumin_Level": 4.03516208, + "Alkaline_Phosphatase_Level": 76.35383665, + "Alanine_Aminotransferase_Level": 28.53146654, + "Aspartate_Aminotransferase_Level": 35.77221157, + "Creatinine_Level": 0.851431647, + "LDH_Level": 134.3407109, + "Calcium_Level": 9.789669536, + "Phosphorus_Level": 3.81720117, + "Glucose_Level": 107.0112163, + "Potassium_Level": 4.052963023, + "Sodium_Level": 139.8557853, + "Smoking_Pack_Years": 84.65803356 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.89428926, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.07229459, + "White_Blood_Cell_Count": 8.062099421, + "Platelet_Count": 316.7741385, + "Albumin_Level": 4.27541976, + "Alkaline_Phosphatase_Level": 68.08631884, + "Alanine_Aminotransferase_Level": 39.39001202, + "Aspartate_Aminotransferase_Level": 42.34479748, + "Creatinine_Level": 1.406329285, + "LDH_Level": 249.42647, + "Calcium_Level": 8.110959293, + "Phosphorus_Level": 2.538454985, + "Glucose_Level": 148.6292961, + "Potassium_Level": 4.110006342, + "Sodium_Level": 137.737128, + "Smoking_Pack_Years": 18.53381016 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.39051463, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.87540349, + "White_Blood_Cell_Count": 5.270681312, + "Platelet_Count": 364.0040313, + "Albumin_Level": 4.461095422, + "Alkaline_Phosphatase_Level": 35.80623451, + "Alanine_Aminotransferase_Level": 23.35413416, + "Aspartate_Aminotransferase_Level": 42.61112534, + "Creatinine_Level": 1.007674847, + "LDH_Level": 172.1375311, + "Calcium_Level": 10.25210697, + "Phosphorus_Level": 4.519444765, + "Glucose_Level": 74.13955831, + "Potassium_Level": 4.854320533, + "Sodium_Level": 142.9910787, + "Smoking_Pack_Years": 3.97865381 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.6550209, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.95865721, + "White_Blood_Cell_Count": 6.087485783, + "Platelet_Count": 238.8655348, + "Albumin_Level": 3.82107703, + "Alkaline_Phosphatase_Level": 92.77575164, + "Alanine_Aminotransferase_Level": 27.64374403, + "Aspartate_Aminotransferase_Level": 33.12147709, + "Creatinine_Level": 1.131761144, + "LDH_Level": 198.8313084, + "Calcium_Level": 8.713171426, + "Phosphorus_Level": 4.981101399, + "Glucose_Level": 115.5073156, + "Potassium_Level": 4.192092696, + "Sodium_Level": 144.1073888, + "Smoking_Pack_Years": 50.19053464 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.42149349, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.41142206, + "White_Blood_Cell_Count": 4.109277394, + "Platelet_Count": 362.1387484, + "Albumin_Level": 3.44347956, + "Alkaline_Phosphatase_Level": 101.396785, + "Alanine_Aminotransferase_Level": 23.19499418, + "Aspartate_Aminotransferase_Level": 31.59344408, + "Creatinine_Level": 0.823357542, + "LDH_Level": 142.003973, + "Calcium_Level": 9.10058983, + "Phosphorus_Level": 4.540976844, + "Glucose_Level": 73.88030896, + "Potassium_Level": 3.794319286, + "Sodium_Level": 139.8244892, + "Smoking_Pack_Years": 86.14469909 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.02870794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.42413248, + "White_Blood_Cell_Count": 5.23609957, + "Platelet_Count": 426.7674462, + "Albumin_Level": 4.072113868, + "Alkaline_Phosphatase_Level": 52.06130497, + "Alanine_Aminotransferase_Level": 33.10312043, + "Aspartate_Aminotransferase_Level": 33.39294223, + "Creatinine_Level": 0.847568829, + "LDH_Level": 208.6416677, + "Calcium_Level": 9.228323014, + "Phosphorus_Level": 2.988199213, + "Glucose_Level": 75.70040849, + "Potassium_Level": 4.042704389, + "Sodium_Level": 142.1141661, + "Smoking_Pack_Years": 23.33966691 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.61250797, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.88891601, + "White_Blood_Cell_Count": 7.861017169, + "Platelet_Count": 200.9327611, + "Albumin_Level": 3.156176168, + "Alkaline_Phosphatase_Level": 67.63075961, + "Alanine_Aminotransferase_Level": 8.549143537, + "Aspartate_Aminotransferase_Level": 42.89234451, + "Creatinine_Level": 0.855223911, + "LDH_Level": 208.2836986, + "Calcium_Level": 9.373180002, + "Phosphorus_Level": 4.137274986, + "Glucose_Level": 109.9135166, + "Potassium_Level": 4.429790305, + "Sodium_Level": 142.5452373, + "Smoking_Pack_Years": 11.23246282 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.1656994, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.09438089, + "White_Blood_Cell_Count": 5.814164952, + "Platelet_Count": 274.2007331, + "Albumin_Level": 3.17986896, + "Alkaline_Phosphatase_Level": 63.1961048, + "Alanine_Aminotransferase_Level": 12.30544074, + "Aspartate_Aminotransferase_Level": 38.1273721, + "Creatinine_Level": 0.88106949, + "LDH_Level": 116.6349835, + "Calcium_Level": 9.368231968, + "Phosphorus_Level": 3.444877517, + "Glucose_Level": 131.7343389, + "Potassium_Level": 3.952973624, + "Sodium_Level": 135.2963576, + "Smoking_Pack_Years": 12.73627468 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.09498449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 86, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.99802477, + "White_Blood_Cell_Count": 5.621429672, + "Platelet_Count": 330.3422115, + "Albumin_Level": 3.142967817, + "Alkaline_Phosphatase_Level": 117.224954, + "Alanine_Aminotransferase_Level": 39.89308571, + "Aspartate_Aminotransferase_Level": 13.82560376, + "Creatinine_Level": 1.32522957, + "LDH_Level": 177.4887866, + "Calcium_Level": 9.248516657, + "Phosphorus_Level": 4.53354861, + "Glucose_Level": 113.9063633, + "Potassium_Level": 4.386603391, + "Sodium_Level": 140.4179641, + "Smoking_Pack_Years": 1.713144663 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.36546598, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.92706877, + "White_Blood_Cell_Count": 7.371407282, + "Platelet_Count": 312.2082871, + "Albumin_Level": 4.764661, + "Alkaline_Phosphatase_Level": 46.62431581, + "Alanine_Aminotransferase_Level": 37.98105075, + "Aspartate_Aminotransferase_Level": 24.80486417, + "Creatinine_Level": 1.287692887, + "LDH_Level": 178.9048958, + "Calcium_Level": 9.155301918, + "Phosphorus_Level": 4.510368383, + "Glucose_Level": 87.83225429, + "Potassium_Level": 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"Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.97648201, + "White_Blood_Cell_Count": 6.298210189, + "Platelet_Count": 234.0033098, + "Albumin_Level": 3.765978026, + "Alkaline_Phosphatase_Level": 80.37318499, + "Alanine_Aminotransferase_Level": 15.74577062, + "Aspartate_Aminotransferase_Level": 11.40270119, + "Creatinine_Level": 1.393907773, + "LDH_Level": 217.56634, + "Calcium_Level": 10.05285468, + "Phosphorus_Level": 4.018159058, + "Glucose_Level": 88.57769496, + "Potassium_Level": 4.491059258, + "Sodium_Level": 142.0373598, + "Smoking_Pack_Years": 90.68600629 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.64880824, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.18659854, + "White_Blood_Cell_Count": 8.015932957, + "Platelet_Count": 260.803044, + "Albumin_Level": 4.123690389, + "Alkaline_Phosphatase_Level": 87.41200437, + "Alanine_Aminotransferase_Level": 5.064764262, + "Aspartate_Aminotransferase_Level": 33.65781955, + "Creatinine_Level": 1.48438996, + "LDH_Level": 240.6161883, + "Calcium_Level": 9.44324471, + "Phosphorus_Level": 4.960646478, + "Glucose_Level": 104.0725526, + "Potassium_Level": 4.798881408, + "Sodium_Level": 137.3861865, + "Smoking_Pack_Years": 48.656901 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.44726848, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.54916004, + "White_Blood_Cell_Count": 4.979498901, + "Platelet_Count": 265.944101, + "Albumin_Level": 3.828188964, + "Alkaline_Phosphatase_Level": 60.70146808, + "Alanine_Aminotransferase_Level": 18.50938125, + "Aspartate_Aminotransferase_Level": 49.63888051, + "Creatinine_Level": 1.333807414, + "LDH_Level": 143.6489106, + "Calcium_Level": 8.621252222, + "Phosphorus_Level": 3.173931587, + "Glucose_Level": 92.76987546, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 25.11308299, + "Aspartate_Aminotransferase_Level": 39.50411165, + "Creatinine_Level": 0.541673185, + "LDH_Level": 166.9207581, + "Calcium_Level": 8.143459748, + "Phosphorus_Level": 3.515148541, + "Glucose_Level": 80.39923943, + "Potassium_Level": 4.180537516, + "Sodium_Level": 136.1914834, + "Smoking_Pack_Years": 81.47591479 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.16930003, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.37052805, + "White_Blood_Cell_Count": 7.685518608, + "Platelet_Count": 427.9506426, + "Albumin_Level": 3.259389066, + "Alkaline_Phosphatase_Level": 47.25112655, + "Alanine_Aminotransferase_Level": 6.305717517, + "Aspartate_Aminotransferase_Level": 35.93635751, + "Creatinine_Level": 0.80343928, + "LDH_Level": 213.2956364, + "Calcium_Level": 9.785765481, + "Phosphorus_Level": 4.801816286, + "Glucose_Level": 72.52703308, + "Potassium_Level": 4.119517598, + "Sodium_Level": 136.3570904, + "Smoking_Pack_Years": 99.53678858 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.66064824, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.40089773, + "White_Blood_Cell_Count": 3.599336566, + "Platelet_Count": 237.8263331, + "Albumin_Level": 4.118743824, + "Alkaline_Phosphatase_Level": 103.6353384, + "Alanine_Aminotransferase_Level": 17.42862773, + "Aspartate_Aminotransferase_Level": 27.51155526, + "Creatinine_Level": 0.645301396, + "LDH_Level": 212.3903087, + "Calcium_Level": 10.38172874, + "Phosphorus_Level": 3.008851588, + "Glucose_Level": 135.1050938, + "Potassium_Level": 4.0806345, + "Sodium_Level": 135.4743886, + "Smoking_Pack_Years": 78.79113237 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.69213406, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.13123966, + "White_Blood_Cell_Count": 6.85138505, + "Platelet_Count": 297.6873879, + "Albumin_Level": 3.856110319, + "Alkaline_Phosphatase_Level": 78.67788521, + "Alanine_Aminotransferase_Level": 6.346171435, + "Aspartate_Aminotransferase_Level": 15.54691319, + "Creatinine_Level": 1.097354897, + "LDH_Level": 209.1724701, + "Calcium_Level": 9.796318859, + "Phosphorus_Level": 4.350166875, + "Glucose_Level": 145.3841803, + "Potassium_Level": 4.177252525, + "Sodium_Level": 138.4563591, + "Smoking_Pack_Years": 93.4098074 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.15317136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.76622878, + "White_Blood_Cell_Count": 6.555682877, + "Platelet_Count": 418.6108949, + "Albumin_Level": 3.86305234, + "Alkaline_Phosphatase_Level": 95.24617155, + "Alanine_Aminotransferase_Level": 27.69562269, + "Aspartate_Aminotransferase_Level": 14.94123293, + "Creatinine_Level": 1.04966275, + "LDH_Level": 126.0291202, + "Calcium_Level": 8.522859808, + "Phosphorus_Level": 2.690974216, + "Glucose_Level": 143.268815, + "Potassium_Level": 4.923408211, + "Sodium_Level": 135.1101764, + "Smoking_Pack_Years": 45.61349378 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.62207387, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.5414591, + "White_Blood_Cell_Count": 9.709366613, + "Platelet_Count": 381.0398712, + "Albumin_Level": 4.856938193, + "Alkaline_Phosphatase_Level": 32.76503289, + "Alanine_Aminotransferase_Level": 15.30393627, + "Aspartate_Aminotransferase_Level": 19.89523322, + "Creatinine_Level": 0.897828142, + "LDH_Level": 234.3847802, + "Calcium_Level": 9.508703592, + "Phosphorus_Level": 4.768193107, + "Glucose_Level": 97.67450412, + "Potassium_Level": 4.390995393, + "Sodium_Level": 137.710576, + "Smoking_Pack_Years": 4.528281142 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.07686294, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.46969716, + "White_Blood_Cell_Count": 8.690575445, + "Platelet_Count": 428.008426, + "Albumin_Level": 4.773550591, + "Alkaline_Phosphatase_Level": 34.63578299, + "Alanine_Aminotransferase_Level": 15.55928764, + "Aspartate_Aminotransferase_Level": 33.03704742, + "Creatinine_Level": 1.14331694, + "LDH_Level": 208.2665307, + "Calcium_Level": 9.235856862, + "Phosphorus_Level": 2.632662116, + "Glucose_Level": 96.57536056, + "Potassium_Level": 3.732067288, + "Sodium_Level": 141.4390932, + "Smoking_Pack_Years": 94.51027454 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.90427229, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.18019212, + "White_Blood_Cell_Count": 4.100313213, + "Platelet_Count": 337.4586784, + "Albumin_Level": 3.901610121, + "Alkaline_Phosphatase_Level": 99.22915372, + "Alanine_Aminotransferase_Level": 24.12400078, + "Aspartate_Aminotransferase_Level": 44.75118975, + "Creatinine_Level": 0.980126409, + "LDH_Level": 229.4527121, + "Calcium_Level": 8.406911459, + "Phosphorus_Level": 4.618974951, + "Glucose_Level": 123.6190937, + "Potassium_Level": 3.768935955, + "Sodium_Level": 138.8175558, + "Smoking_Pack_Years": 57.32258749 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.92915154, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.13885389, + "White_Blood_Cell_Count": 6.029077088, + "Platelet_Count": 260.2435222, + "Albumin_Level": 3.756862613, + "Alkaline_Phosphatase_Level": 61.85551857, + "Alanine_Aminotransferase_Level": 17.24908243, + "Aspartate_Aminotransferase_Level": 45.59043512, + "Creatinine_Level": 1.312129357, + "LDH_Level": 228.4699822, + "Calcium_Level": 10.31515661, + "Phosphorus_Level": 4.537272732, + "Glucose_Level": 103.8256083, + "Potassium_Level": 3.895921164, + "Sodium_Level": 144.3115059, + "Smoking_Pack_Years": 34.73889861 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.22672567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.02367383, + "White_Blood_Cell_Count": 7.480855939, + "Platelet_Count": 366.1423444, + "Albumin_Level": 4.429266109, + "Alkaline_Phosphatase_Level": 115.1141458, + "Alanine_Aminotransferase_Level": 25.0109738, + "Aspartate_Aminotransferase_Level": 32.95379269, + "Creatinine_Level": 1.313902878, + "LDH_Level": 197.2424513, + "Calcium_Level": 8.368457113, + "Phosphorus_Level": 4.457196116, + "Glucose_Level": 146.8658496, + "Potassium_Level": 3.924011509, + "Sodium_Level": 143.6968777, + "Smoking_Pack_Years": 87.28104151 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.73084559, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.5419641, + "White_Blood_Cell_Count": 6.090925938, + "Platelet_Count": 355.6943203, + "Albumin_Level": 4.665418954, + "Alkaline_Phosphatase_Level": 97.23462359, + "Alanine_Aminotransferase_Level": 35.04487746, + "Aspartate_Aminotransferase_Level": 12.40056428, + "Creatinine_Level": 0.84141229, + "LDH_Level": 211.3252927, + "Calcium_Level": 8.090915353, + "Phosphorus_Level": 2.791145063, + "Glucose_Level": 71.61725467, + "Potassium_Level": 4.357737891, + "Sodium_Level": 135.4135325, + "Smoking_Pack_Years": 2.809473548 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.52260184, + "Tumor_Location": 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"Glucose_Level": 81.31546946, + "Potassium_Level": 4.19270102, + "Sodium_Level": 135.1341779, + "Smoking_Pack_Years": 22.66911385 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.50475414, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.10339722, + "White_Blood_Cell_Count": 4.080132984, + "Platelet_Count": 250.8823737, + "Albumin_Level": 3.30091955, + "Alkaline_Phosphatase_Level": 37.74050069, + "Alanine_Aminotransferase_Level": 6.338694925, + "Aspartate_Aminotransferase_Level": 36.41607487, + "Creatinine_Level": 1.102934659, + "LDH_Level": 211.1317312, + "Calcium_Level": 8.400371619, + "Phosphorus_Level": 3.834342076, + "Glucose_Level": 88.60116813, + "Potassium_Level": 4.22046629, + "Sodium_Level": 138.6027761, + "Smoking_Pack_Years": 21.08283053 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.44319514, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Former Smoker", + "Tumor_Size_mm": 82.25778636, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.22992261, + "White_Blood_Cell_Count": 5.448267818, + "Platelet_Count": 287.5507137, + "Albumin_Level": 4.494946195, + "Alkaline_Phosphatase_Level": 101.1207596, + "Alanine_Aminotransferase_Level": 22.77090002, + "Aspartate_Aminotransferase_Level": 30.02000806, + "Creatinine_Level": 1.348584725, + "LDH_Level": 224.2573054, + "Calcium_Level": 10.43006818, + "Phosphorus_Level": 3.88234681, + "Glucose_Level": 135.5931194, + "Potassium_Level": 4.611109312, + "Sodium_Level": 144.4300666, + "Smoking_Pack_Years": 80.28952733 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.58909603, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.65180489, + "White_Blood_Cell_Count": 8.757098754, + "Platelet_Count": 166.5072756, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.79065584, + "White_Blood_Cell_Count": 5.641972179, + "Platelet_Count": 266.87001, + "Albumin_Level": 4.803827581, + "Alkaline_Phosphatase_Level": 37.44747964, + "Alanine_Aminotransferase_Level": 13.89262483, + "Aspartate_Aminotransferase_Level": 20.529042, + "Creatinine_Level": 0.541128072, + "LDH_Level": 204.240564, + "Calcium_Level": 9.867868689, + "Phosphorus_Level": 4.131376508, + "Glucose_Level": 140.9460861, + "Potassium_Level": 4.390102444, + "Sodium_Level": 143.0632808, + "Smoking_Pack_Years": 30.38996222 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.03937718, + "White_Blood_Cell_Count": 6.975639241, + "Platelet_Count": 391.749989, + "Albumin_Level": 4.184308555, + "Alkaline_Phosphatase_Level": 55.7779205, + "Alanine_Aminotransferase_Level": 14.97741106, + "Aspartate_Aminotransferase_Level": 28.44398394, + "Creatinine_Level": 0.6438306, + "LDH_Level": 237.0095219, + "Calcium_Level": 10.10816871, + "Phosphorus_Level": 3.500646476, + "Glucose_Level": 139.2269714, + "Potassium_Level": 4.464189167, + "Sodium_Level": 136.0679045, + "Smoking_Pack_Years": 83.48731872 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.14141007, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.23788702, + "White_Blood_Cell_Count": 4.734160517, + "Platelet_Count": 196.4653982, + "Albumin_Level": 4.256033634, + "Alkaline_Phosphatase_Level": 100.9421526, + "Alanine_Aminotransferase_Level": 38.0981613, + "Aspartate_Aminotransferase_Level": 36.31445928, + "Creatinine_Level": 0.695275397, + "LDH_Level": 155.0681678, + "Calcium_Level": 9.261022608, + "Phosphorus_Level": 4.82344718, + "Glucose_Level": 95.85655436, + "Potassium_Level": 3.927500964, + "Sodium_Level": 142.8251498, + "Smoking_Pack_Years": 25.84587723 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.75351005, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.7469983, + "White_Blood_Cell_Count": 8.023349025, + "Platelet_Count": 203.8445226, + "Albumin_Level": 4.604090727, + "Alkaline_Phosphatase_Level": 100.9622073, + "Alanine_Aminotransferase_Level": 38.70554255, + "Aspartate_Aminotransferase_Level": 20.09618921, + "Creatinine_Level": 0.740293403, + "LDH_Level": 244.1247908, + "Calcium_Level": 9.973819197, + "Phosphorus_Level": 3.477881324, + "Glucose_Level": 93.72300031, + "Potassium_Level": 4.92506726, + "Sodium_Level": 135.0872183, + "Smoking_Pack_Years": 97.19154055 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.73449578, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.31486265, + "White_Blood_Cell_Count": 5.083828671, + "Platelet_Count": 264.1177744, + "Albumin_Level": 3.465769069, + "Alkaline_Phosphatase_Level": 116.2902705, + "Alanine_Aminotransferase_Level": 8.798145157, + "Aspartate_Aminotransferase_Level": 19.01540068, + "Creatinine_Level": 0.719233681, + "LDH_Level": 144.7966106, + "Calcium_Level": 8.555482986, + "Phosphorus_Level": 2.679126744, + "Glucose_Level": 79.31762866, + "Potassium_Level": 4.541391405, + "Sodium_Level": 137.5525015, + "Smoking_Pack_Years": 32.30472329 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.60309144, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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136.9318825, + "Smoking_Pack_Years": 72.25686395 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.05279407, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.95541449, + "White_Blood_Cell_Count": 8.782013298, + "Platelet_Count": 301.5251224, + "Albumin_Level": 3.938687849, + "Alkaline_Phosphatase_Level": 79.02028298, + "Alanine_Aminotransferase_Level": 13.11331272, + "Aspartate_Aminotransferase_Level": 36.89693593, + "Creatinine_Level": 0.990338857, + "LDH_Level": 127.7655308, + "Calcium_Level": 8.501212938, + "Phosphorus_Level": 4.06937283, + "Glucose_Level": 109.3721714, + "Potassium_Level": 4.812488775, + "Sodium_Level": 135.0104356, + "Smoking_Pack_Years": 75.90401249 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.19328125, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.69819682, + "White_Blood_Cell_Count": 8.237792285, + "Platelet_Count": 229.3253964, + "Albumin_Level": 3.717294367, + "Alkaline_Phosphatase_Level": 44.6267432, + "Alanine_Aminotransferase_Level": 26.77367595, + "Aspartate_Aminotransferase_Level": 30.95189641, + "Creatinine_Level": 1.293559697, + "LDH_Level": 140.5725026, + "Calcium_Level": 10.46293025, + "Phosphorus_Level": 3.498835252, + "Glucose_Level": 140.5947862, + "Potassium_Level": 3.858081714, + "Sodium_Level": 141.6317183, + "Smoking_Pack_Years": 62.72777067 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.68654946, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.9210124, + "White_Blood_Cell_Count": 5.520201233, + "Platelet_Count": 428.0421176, + "Albumin_Level": 4.896661692, + "Alkaline_Phosphatase_Level": 60.02308064, + "Alanine_Aminotransferase_Level": 5.355946014, + "Aspartate_Aminotransferase_Level": 40.9094897, + "Creatinine_Level": 1.470348647, + "LDH_Level": 232.8638432, + "Calcium_Level": 8.091737766, + "Phosphorus_Level": 3.948347727, + "Glucose_Level": 82.55878701, + "Potassium_Level": 3.673613874, + 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"Aspartate_Aminotransferase_Level": 26.71973527, + "Creatinine_Level": 1.365849481, + "LDH_Level": 194.298285, + "Calcium_Level": 9.260068119, + "Phosphorus_Level": 4.987561414, + "Glucose_Level": 72.36361457, + "Potassium_Level": 4.629096428, + "Sodium_Level": 137.2770629, + "Smoking_Pack_Years": 72.16859431 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.7150012, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.34585029, + "White_Blood_Cell_Count": 7.890217199, + "Platelet_Count": 439.111673, + "Albumin_Level": 4.95469376, + "Alkaline_Phosphatase_Level": 94.26557028, + "Alanine_Aminotransferase_Level": 30.39444409, + "Aspartate_Aminotransferase_Level": 14.06996312, + "Creatinine_Level": 1.038082604, + "LDH_Level": 132.8177692, + "Calcium_Level": 8.522998266, + "Phosphorus_Level": 3.136020644, + "Glucose_Level": 118.1871562, + "Potassium_Level": 3.500997182, + "Sodium_Level": 143.3325187, + "Smoking_Pack_Years": 64.36491686 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.07906196, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.060495, + "White_Blood_Cell_Count": 5.56165108, + "Platelet_Count": 412.5161238, + "Albumin_Level": 3.14773611, + "Alkaline_Phosphatase_Level": 56.12043869, + "Alanine_Aminotransferase_Level": 16.53229354, + "Aspartate_Aminotransferase_Level": 12.9125984, + "Creatinine_Level": 1.417508925, + "LDH_Level": 115.2537627, + "Calcium_Level": 10.10717755, + "Phosphorus_Level": 3.199489207, + "Glucose_Level": 81.77820586, + "Potassium_Level": 4.986968153, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.91677761, + "White_Blood_Cell_Count": 6.510601406, + "Platelet_Count": 314.4570046, + "Albumin_Level": 3.563515046, + "Alkaline_Phosphatase_Level": 59.26046537, + "Alanine_Aminotransferase_Level": 14.05664223, + "Aspartate_Aminotransferase_Level": 34.36689506, + "Creatinine_Level": 0.988485137, + "LDH_Level": 121.9399535, + "Calcium_Level": 10.17549544, + "Phosphorus_Level": 2.547302857, + "Glucose_Level": 88.76445746, + "Potassium_Level": 3.755736509, + "Sodium_Level": 141.8714643, + "Smoking_Pack_Years": 35.74560089 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.11022696, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.10626128, + "White_Blood_Cell_Count": 7.747555688, + "Platelet_Count": 202.3473941, + "Albumin_Level": 3.248552251, + "Alkaline_Phosphatase_Level": 35.14857641, + "Alanine_Aminotransferase_Level": 38.07172488, + "Aspartate_Aminotransferase_Level": 49.290688, + "Creatinine_Level": 0.652580147, + "LDH_Level": 202.9951706, + "Calcium_Level": 9.887017668, + "Phosphorus_Level": 3.814164374, + "Glucose_Level": 73.81264897, + 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"Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.90007966, + "White_Blood_Cell_Count": 7.110786832, + "Platelet_Count": 190.8871131, + "Albumin_Level": 3.534951845, + "Alkaline_Phosphatase_Level": 39.36340094, + "Alanine_Aminotransferase_Level": 8.13386535, + "Aspartate_Aminotransferase_Level": 36.83283393, + "Creatinine_Level": 0.759021416, + "LDH_Level": 212.8609052, + "Calcium_Level": 8.543066198, + "Phosphorus_Level": 3.538240723, + "Glucose_Level": 143.2963981, + "Potassium_Level": 4.657705578, + "Sodium_Level": 144.8589582, + "Smoking_Pack_Years": 53.10131722 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.53712881, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.25900256, + "White_Blood_Cell_Count": 7.439463685, + "Platelet_Count": 283.262929, + "Albumin_Level": 3.082936909, + "Alkaline_Phosphatase_Level": 119.0205116, + "Alanine_Aminotransferase_Level": 39.6329755, + "Aspartate_Aminotransferase_Level": 30.42897633, + "Creatinine_Level": 1.263410741, + "LDH_Level": 100.7947647, + "Calcium_Level": 8.203119989, + "Phosphorus_Level": 4.201267834, + "Glucose_Level": 72.12846632, + "Potassium_Level": 4.983861678, + "Sodium_Level": 143.2540025, + "Smoking_Pack_Years": 99.89846254 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.41740618, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.29684398, + "White_Blood_Cell_Count": 8.831432155, + "Platelet_Count": 238.2230589, + "Albumin_Level": 4.257753034, + "Alkaline_Phosphatase_Level": 40.71379187, + "Alanine_Aminotransferase_Level": 24.47900006, + "Aspartate_Aminotransferase_Level": 45.33848177, + "Creatinine_Level": 1.424752234, + "LDH_Level": 110.9529742, + "Calcium_Level": 9.949555857, + "Phosphorus_Level": 3.993885747, + "Glucose_Level": 104.5293338, + "Potassium_Level": 4.982735581, + "Sodium_Level": 142.0068094, + "Smoking_Pack_Years": 53.56803961 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.5183059, + "White_Blood_Cell_Count": 9.848749723, + "Platelet_Count": 371.294361, + "Albumin_Level": 4.629727887, + "Alkaline_Phosphatase_Level": 113.6759769, + "Alanine_Aminotransferase_Level": 29.23065048, + "Aspartate_Aminotransferase_Level": 49.27305922, + "Creatinine_Level": 1.310234711, + "LDH_Level": 149.2839593, + "Calcium_Level": 10.28935469, + "Phosphorus_Level": 3.620138542, + "Glucose_Level": 124.6898359, + "Potassium_Level": 4.041082469, + "Sodium_Level": 135.3113971, + "Smoking_Pack_Years": 12.64754673 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.77764466, + "White_Blood_Cell_Count": 8.339177136, + "Platelet_Count": 411.55277, + "Albumin_Level": 4.573704237, + "Alkaline_Phosphatase_Level": 73.37131885, + "Alanine_Aminotransferase_Level": 33.83093838, + "Aspartate_Aminotransferase_Level": 25.97674964, + "Creatinine_Level": 1.362498114, + "LDH_Level": 187.0092076, + "Calcium_Level": 8.559269621, + "Phosphorus_Level": 4.308198009, + "Glucose_Level": 143.2829664, + "Potassium_Level": 4.829619058, + "Sodium_Level": 144.1503246, + "Smoking_Pack_Years": 20.40817542 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.43231009, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.83314288, + "White_Blood_Cell_Count": 7.9867802, + "Platelet_Count": 309.1383355, + "Albumin_Level": 3.1718615, + "Alkaline_Phosphatase_Level": 65.70452456, + "Alanine_Aminotransferase_Level": 7.911700219, + "Aspartate_Aminotransferase_Level": 43.90152793, + "Creatinine_Level": 0.666171666, + "LDH_Level": 208.7066844, + "Calcium_Level": 9.664437231, + "Phosphorus_Level": 4.919357773, + "Glucose_Level": 127.4283854, + "Potassium_Level": 3.764929748, + "Sodium_Level": 139.3604064, + "Smoking_Pack_Years": 31.41776631 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.14985816, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.39173972, + "White_Blood_Cell_Count": 5.704196332, + "Platelet_Count": 352.4309238, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.95910937, + "White_Blood_Cell_Count": 4.953747429, + "Platelet_Count": 253.4226059, + "Albumin_Level": 4.212409174, + "Alkaline_Phosphatase_Level": 75.32578431, + "Alanine_Aminotransferase_Level": 30.88480093, + "Aspartate_Aminotransferase_Level": 22.67523443, + "Creatinine_Level": 0.870451816, + "LDH_Level": 189.1021137, + "Calcium_Level": 9.950918528, + "Phosphorus_Level": 2.659222193, + "Glucose_Level": 142.2079896, + "Potassium_Level": 4.639305678, + "Sodium_Level": 143.3708832, + "Smoking_Pack_Years": 59.5669136 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.16841767, + "White_Blood_Cell_Count": 8.859883871, + "Platelet_Count": 354.4538866, + "Albumin_Level": 4.056637009, + "Alkaline_Phosphatase_Level": 61.01403432, + "Alanine_Aminotransferase_Level": 10.82097461, + "Aspartate_Aminotransferase_Level": 25.64788731, + "Creatinine_Level": 1.273117962, + "LDH_Level": 182.3150814, + "Calcium_Level": 9.947695418, + "Phosphorus_Level": 4.132856469, + "Glucose_Level": 141.3084148, + "Potassium_Level": 4.036822322, + "Sodium_Level": 136.0694893, + "Smoking_Pack_Years": 88.8813362 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.85511205, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.73886326, + "White_Blood_Cell_Count": 7.973641952, + "Platelet_Count": 250.8339571, + "Albumin_Level": 3.098347211, + "Alkaline_Phosphatase_Level": 72.52205536, + "Alanine_Aminotransferase_Level": 15.34456549, + "Aspartate_Aminotransferase_Level": 15.85773951, + "Creatinine_Level": 0.975696035, + "LDH_Level": 110.1589398, + "Calcium_Level": 9.575855373, + "Phosphorus_Level": 4.080637484, + "Glucose_Level": 128.4954455, + "Potassium_Level": 3.571726866, + "Sodium_Level": 139.1467218, + "Smoking_Pack_Years": 91.53890933 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.33396363, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.59634814, + "White_Blood_Cell_Count": 7.212624857, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.02395151, + "White_Blood_Cell_Count": 5.291619822, + "Platelet_Count": 190.2434236, + "Albumin_Level": 4.479865176, + "Alkaline_Phosphatase_Level": 76.42353325, + "Alanine_Aminotransferase_Level": 10.30353821, + "Aspartate_Aminotransferase_Level": 26.29157332, + "Creatinine_Level": 1.32779742, + "LDH_Level": 144.6141245, + "Calcium_Level": 9.333342594, + "Phosphorus_Level": 2.529036244, + "Glucose_Level": 91.36496719, + "Potassium_Level": 4.844243627, + "Sodium_Level": 137.7480444, + "Smoking_Pack_Years": 60.15523071 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.62945587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.50181264, + "White_Blood_Cell_Count": 8.55722448, + "Platelet_Count": 167.5361508, + "Albumin_Level": 3.40054067, + "Alkaline_Phosphatase_Level": 55.18240931, + "Alanine_Aminotransferase_Level": 10.98107519, + "Aspartate_Aminotransferase_Level": 45.49526854, + "Creatinine_Level": 0.899575721, + "LDH_Level": 150.0942498, + "Calcium_Level": 10.07160238, + "Phosphorus_Level": 4.580486844, + "Glucose_Level": 148.5579987, + "Potassium_Level": 4.59480919, + "Sodium_Level": 135.1539945, + "Smoking_Pack_Years": 85.92170147 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.05773162, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.97694569, + "White_Blood_Cell_Count": 4.532639157, + "Platelet_Count": 255.6627351, + "Albumin_Level": 4.114504882, + "Alkaline_Phosphatase_Level": 36.36908054, + "Alanine_Aminotransferase_Level": 9.687255522, + "Aspartate_Aminotransferase_Level": 17.27252153, + "Creatinine_Level": 1.440295703, + "LDH_Level": 238.6358931, + "Calcium_Level": 8.740243137, + "Phosphorus_Level": 2.93482549, + "Glucose_Level": 149.06163, + "Potassium_Level": 4.045451471, + "Sodium_Level": 142.6219085, + "Smoking_Pack_Years": 70.49632354 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.70242328, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.26120966, + "White_Blood_Cell_Count": 8.887829552, + "Platelet_Count": 397.9884269, + "Albumin_Level": 4.184213996, + "Alkaline_Phosphatase_Level": 85.61067384, + "Alanine_Aminotransferase_Level": 32.59427937, + "Aspartate_Aminotransferase_Level": 31.26530789, + "Creatinine_Level": 1.471955081, + "LDH_Level": 102.8139123, + "Calcium_Level": 9.517753454, + "Phosphorus_Level": 4.299309004, + "Glucose_Level": 127.6116035, + "Potassium_Level": 3.906137534, + "Sodium_Level": 135.0050853, + "Smoking_Pack_Years": 70.69159662 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.1531124, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.19761551, + "White_Blood_Cell_Count": 5.149129454, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.04232385, + "White_Blood_Cell_Count": 6.763689138, + "Platelet_Count": 354.1982753, + "Albumin_Level": 3.931058675, + "Alkaline_Phosphatase_Level": 92.46339322, + "Alanine_Aminotransferase_Level": 11.18175875, + "Aspartate_Aminotransferase_Level": 36.99902717, + "Creatinine_Level": 0.59942957, + "LDH_Level": 222.649359, + "Calcium_Level": 8.256697778, + "Phosphorus_Level": 4.560912579, + "Glucose_Level": 99.10772199, + "Potassium_Level": 3.802686758, + "Sodium_Level": 138.2876139, + "Smoking_Pack_Years": 62.10889236 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.26546803, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.45920092, + "White_Blood_Cell_Count": 9.086172573, + "Platelet_Count": 370.5351596, + "Albumin_Level": 3.864098879, + "Alkaline_Phosphatase_Level": 43.22671115, + "Alanine_Aminotransferase_Level": 14.40502919, + "Aspartate_Aminotransferase_Level": 16.96628743, + "Creatinine_Level": 0.922803542, + "LDH_Level": 243.4274052, + "Calcium_Level": 9.498797905, + "Phosphorus_Level": 3.295293699, + "Glucose_Level": 106.4474861, + "Potassium_Level": 4.610799314, + "Sodium_Level": 143.8294081, + "Smoking_Pack_Years": 23.88250443 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.56697324, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.94882005, + "White_Blood_Cell_Count": 5.566189566, + "Platelet_Count": 335.9210147, + "Albumin_Level": 4.520303289, + "Alkaline_Phosphatase_Level": 115.6859551, + "Alanine_Aminotransferase_Level": 16.48338289, + "Aspartate_Aminotransferase_Level": 37.66289734, + "Creatinine_Level": 1.456093258, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.17862745, + "White_Blood_Cell_Count": 4.206085798, + "Platelet_Count": 412.5643765, + "Albumin_Level": 4.178872287, + "Alkaline_Phosphatase_Level": 80.69187084, + "Alanine_Aminotransferase_Level": 37.63492588, + "Aspartate_Aminotransferase_Level": 29.68829511, + "Creatinine_Level": 1.109623467, + "LDH_Level": 175.0712738, + "Calcium_Level": 8.740664457, + "Phosphorus_Level": 4.441167589, + "Glucose_Level": 113.5741729, + "Potassium_Level": 4.084205111, + "Sodium_Level": 137.1710291, + "Smoking_Pack_Years": 46.5052907 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.93044388, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", 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"White_Blood_Cell_Count": 6.105584583, + "Platelet_Count": 356.0418388, + "Albumin_Level": 4.832967052, + "Alkaline_Phosphatase_Level": 79.97594331, + "Alanine_Aminotransferase_Level": 34.62793592, + "Aspartate_Aminotransferase_Level": 30.96182523, + "Creatinine_Level": 1.43771273, + "LDH_Level": 201.9553968, + "Calcium_Level": 9.977942277, + "Phosphorus_Level": 3.245955777, + "Glucose_Level": 84.57846555, + "Potassium_Level": 3.832960635, + "Sodium_Level": 142.059782, + "Smoking_Pack_Years": 56.55668918 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.32718433, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.67952316, + "White_Blood_Cell_Count": 8.822856367, + "Platelet_Count": 179.9623095, + "Albumin_Level": 3.291144505, + "Alkaline_Phosphatase_Level": 105.4564759, + "Alanine_Aminotransferase_Level": 6.528266261, + "Aspartate_Aminotransferase_Level": 37.39219004, + "Creatinine_Level": 1.095142846, + "LDH_Level": 156.8468227, + "Calcium_Level": 10.01467875, + "Phosphorus_Level": 4.64936435, + "Glucose_Level": 117.4084836, + "Potassium_Level": 4.048245022, + "Sodium_Level": 140.9439469, + "Smoking_Pack_Years": 23.99232523 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.03506449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.6701665, + "White_Blood_Cell_Count": 4.091578763, + "Platelet_Count": 155.9796134, + "Albumin_Level": 4.622424536, + "Alkaline_Phosphatase_Level": 101.6520107, + "Alanine_Aminotransferase_Level": 16.62540659, + "Aspartate_Aminotransferase_Level": 44.28296287, + "Creatinine_Level": 0.80949767, + "LDH_Level": 172.9151229, + "Calcium_Level": 8.432677753, + "Phosphorus_Level": 4.612572114, + "Glucose_Level": 77.46291674, + "Potassium_Level": 3.81878273, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 47.82265595, + "Creatinine_Level": 0.981876631, + "LDH_Level": 161.9956183, + "Calcium_Level": 10.02477675, + "Phosphorus_Level": 4.745749256, + "Glucose_Level": 145.0391007, + "Potassium_Level": 3.795706861, + "Sodium_Level": 141.0723384, + "Smoking_Pack_Years": 37.77719808 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.29348362, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.41728538, + "White_Blood_Cell_Count": 5.581811841, + "Platelet_Count": 335.6601782, + "Albumin_Level": 3.490082262, + "Alkaline_Phosphatase_Level": 53.12199241, + "Alanine_Aminotransferase_Level": 38.63059866, + "Aspartate_Aminotransferase_Level": 47.28623536, + "Creatinine_Level": 0.635577325, + "LDH_Level": 134.150389, + "Calcium_Level": 8.416494132, + "Phosphorus_Level": 2.633925827, + "Glucose_Level": 100.906772, + "Potassium_Level": 4.151721142, + "Sodium_Level": 143.6561017, + "Smoking_Pack_Years": 28.42345565 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.75557016, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.25191137, + "White_Blood_Cell_Count": 5.894584354, + "Platelet_Count": 151.0956918, + "Albumin_Level": 4.016343912, + "Alkaline_Phosphatase_Level": 39.38135994, + "Alanine_Aminotransferase_Level": 22.59896379, + "Aspartate_Aminotransferase_Level": 27.68157559, + "Creatinine_Level": 0.981056299, + "LDH_Level": 151.7053814, + "Calcium_Level": 8.998507257, + "Phosphorus_Level": 3.814255869, + "Glucose_Level": 109.5896568, + "Potassium_Level": 3.624595203, + "Sodium_Level": 136.8370898, + "Smoking_Pack_Years": 88.22161578 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.75891818, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.39956187, + "White_Blood_Cell_Count": 8.477731998, + "Platelet_Count": 442.1324109, + "Albumin_Level": 4.916189165, + "Alkaline_Phosphatase_Level": 70.00057131, + "Alanine_Aminotransferase_Level": 25.84772846, + "Aspartate_Aminotransferase_Level": 48.53882267, + "Creatinine_Level": 0.521096661, + "LDH_Level": 163.1670047, + "Calcium_Level": 10.36975596, + "Phosphorus_Level": 3.36321144, + "Glucose_Level": 127.2972812, + "Potassium_Level": 4.424827675, + "Sodium_Level": 139.574552, + "Smoking_Pack_Years": 85.49551106 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.31217068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.16405348, + "White_Blood_Cell_Count": 8.345862591, + "Platelet_Count": 154.0594552, + "Albumin_Level": 4.534557751, + "Alkaline_Phosphatase_Level": 42.25962979, + "Alanine_Aminotransferase_Level": 39.86727379, 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"Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.59897174, + "White_Blood_Cell_Count": 7.611109039, + "Platelet_Count": 392.3005186, + "Albumin_Level": 4.545144367, + "Alkaline_Phosphatase_Level": 89.41047909, + "Alanine_Aminotransferase_Level": 9.980140444, + "Aspartate_Aminotransferase_Level": 39.14097521, + "Creatinine_Level": 0.675472912, + "LDH_Level": 101.9842544, + "Calcium_Level": 9.648228538, + "Phosphorus_Level": 3.848973398, + "Glucose_Level": 102.9579741, + "Potassium_Level": 4.016718086, + "Sodium_Level": 136.1582995, + "Smoking_Pack_Years": 2.618547645 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.55462092, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": 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"Potassium_Level": 4.666037895, + "Sodium_Level": 142.375803, + "Smoking_Pack_Years": 7.14889341 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.13888679, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.05373556, + "White_Blood_Cell_Count": 9.186812027, + "Platelet_Count": 324.0376904, + "Albumin_Level": 3.718702268, + "Alkaline_Phosphatase_Level": 63.3029458, + "Alanine_Aminotransferase_Level": 33.55140991, + "Aspartate_Aminotransferase_Level": 47.0067269, + "Creatinine_Level": 1.081382661, + "LDH_Level": 162.7250882, + "Calcium_Level": 8.222846588, + "Phosphorus_Level": 3.816527775, + "Glucose_Level": 115.4142004, + "Potassium_Level": 3.839077748, + "Sodium_Level": 135.9525245, + "Smoking_Pack_Years": 56.64642108 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.81892135, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.94637003, + "White_Blood_Cell_Count": 4.541677594, + "Platelet_Count": 373.7007495, + "Albumin_Level": 4.876264916, + "Alkaline_Phosphatase_Level": 60.25972991, + "Alanine_Aminotransferase_Level": 37.0753667, + "Aspartate_Aminotransferase_Level": 28.79390893, + "Creatinine_Level": 0.518182097, + "LDH_Level": 217.3876051, + "Calcium_Level": 8.886136559, + "Phosphorus_Level": 3.960113856, + "Glucose_Level": 81.50135724, + "Potassium_Level": 3.754292894, + "Sodium_Level": 142.1459379, + "Smoking_Pack_Years": 76.51234888 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.74241581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.02572808, + "White_Blood_Cell_Count": 9.221998105, + "Platelet_Count": 414.4044261, + "Albumin_Level": 3.362540877, + "Alkaline_Phosphatase_Level": 46.21852361, + "Alanine_Aminotransferase_Level": 10.27706029, + "Aspartate_Aminotransferase_Level": 18.92426961, + "Creatinine_Level": 0.922591265, + "LDH_Level": 148.0829801, + "Calcium_Level": 10.16986192, + "Phosphorus_Level": 3.913094745, + "Glucose_Level": 89.65899241, + "Potassium_Level": 3.970140832, + "Sodium_Level": 140.3295739, + "Smoking_Pack_Years": 32.90114041 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.98131506, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 22.12380855, + "Aspartate_Aminotransferase_Level": 16.30873539, + "Creatinine_Level": 0.638179785, + "LDH_Level": 195.916316, + "Calcium_Level": 9.798505191, + "Phosphorus_Level": 3.210926871, + "Glucose_Level": 131.1672961, + "Potassium_Level": 3.561260506, + "Sodium_Level": 140.9983528, + "Smoking_Pack_Years": 35.64341838 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.99516796, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.37378217, + "White_Blood_Cell_Count": 7.560306764, + "Platelet_Count": 418.7281079, + "Albumin_Level": 3.991655774, + "Alkaline_Phosphatase_Level": 64.82603399, + "Alanine_Aminotransferase_Level": 39.13048597, + "Aspartate_Aminotransferase_Level": 41.93035812, + "Creatinine_Level": 1.465439962, + "LDH_Level": 136.7751075, + "Calcium_Level": 8.781062302, + "Phosphorus_Level": 2.761111446, + "Glucose_Level": 120.3177191, + "Potassium_Level": 4.075588989, + "Sodium_Level": 136.6763554, + "Smoking_Pack_Years": 71.40283445 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.38512592, + "Tumor_Location": 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100.6301478, + "Alanine_Aminotransferase_Level": 8.972730136, + "Aspartate_Aminotransferase_Level": 47.19497189, + "Creatinine_Level": 0.6480379, + "LDH_Level": 245.1158368, + "Calcium_Level": 8.658566267, + "Phosphorus_Level": 2.807108204, + "Glucose_Level": 144.2856468, + "Potassium_Level": 3.610315887, + "Sodium_Level": 144.6378472, + "Smoking_Pack_Years": 82.74528058 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.21116085, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.60200684, + "White_Blood_Cell_Count": 7.874017193, + "Platelet_Count": 168.8019846, + "Albumin_Level": 3.334713677, + "Alkaline_Phosphatase_Level": 77.49841436, + "Alanine_Aminotransferase_Level": 36.87246652, + "Aspartate_Aminotransferase_Level": 17.74482791, + "Creatinine_Level": 0.538002519, + "LDH_Level": 215.6391287, + "Calcium_Level": 8.239824592, + "Phosphorus_Level": 3.297470481, + "Glucose_Level": 113.6530964, + "Potassium_Level": 3.813183489, + "Sodium_Level": 139.4974101, + "Smoking_Pack_Years": 9.790160588 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.41364122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.81777438, + "White_Blood_Cell_Count": 9.809065692, + "Platelet_Count": 206.5700026, + "Albumin_Level": 3.759068113, + "Alkaline_Phosphatase_Level": 51.42732878, + "Alanine_Aminotransferase_Level": 6.865461319, + "Aspartate_Aminotransferase_Level": 19.29002869, + "Creatinine_Level": 1.130117454, + "LDH_Level": 159.1809659, + "Calcium_Level": 10.26109605, + "Phosphorus_Level": 4.133551525, + "Glucose_Level": 70.98259497, + "Potassium_Level": 3.826355051, + "Sodium_Level": 139.5724834, + "Smoking_Pack_Years": 40.56700543 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.40553661, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.12213261, + "White_Blood_Cell_Count": 6.297044778, + "Platelet_Count": 282.6135987, + "Albumin_Level": 4.601221244, + "Alkaline_Phosphatase_Level": 114.7574739, + "Alanine_Aminotransferase_Level": 21.36077042, + "Aspartate_Aminotransferase_Level": 34.51753756, + "Creatinine_Level": 0.829252877, + "LDH_Level": 208.7049811, + "Calcium_Level": 10.05581091, + "Phosphorus_Level": 4.479236346, + "Glucose_Level": 93.42495786, + "Potassium_Level": 4.461505023, + "Sodium_Level": 141.0490334, + "Smoking_Pack_Years": 75.62478886 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.23377811, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.04157079, + "White_Blood_Cell_Count": 7.345283459, + "Platelet_Count": 221.484392, + "Albumin_Level": 3.673609221, + "Alkaline_Phosphatase_Level": 45.96656878, + "Alanine_Aminotransferase_Level": 6.308659513, + "Aspartate_Aminotransferase_Level": 32.37974079, + "Creatinine_Level": 1.318109401, + "LDH_Level": 190.4998048, + "Calcium_Level": 10.44208703, + "Phosphorus_Level": 3.838593442, + "Glucose_Level": 136.063044, + "Potassium_Level": 4.43168932, + "Sodium_Level": 138.7518662, + "Smoking_Pack_Years": 67.59667134 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.20934906, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.80181232, + "White_Blood_Cell_Count": 5.196603349, + "Platelet_Count": 379.4753866, + "Albumin_Level": 3.137964187, + "Alkaline_Phosphatase_Level": 118.6643519, + "Alanine_Aminotransferase_Level": 34.11584155, + "Aspartate_Aminotransferase_Level": 42.48993094, + "Creatinine_Level": 0.551837371, + "LDH_Level": 161.2321774, + "Calcium_Level": 9.2263994, + "Phosphorus_Level": 4.750797195, + "Glucose_Level": 98.14757176, + "Potassium_Level": 3.711971969, + "Sodium_Level": 142.5420995, + "Smoking_Pack_Years": 39.34771172 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.15711351, + "White_Blood_Cell_Count": 9.670137365, + "Platelet_Count": 250.1652537, + "Albumin_Level": 3.516589812, + "Alkaline_Phosphatase_Level": 55.9672905, + "Alanine_Aminotransferase_Level": 9.222079148, + "Aspartate_Aminotransferase_Level": 45.12768923, + "Creatinine_Level": 1.043465537, + "LDH_Level": 204.212123, + "Calcium_Level": 9.395096761, + "Phosphorus_Level": 2.552588692, + "Glucose_Level": 121.1272247, + "Potassium_Level": 4.819516919, + "Sodium_Level": 144.3114105, + "Smoking_Pack_Years": 67.04547795 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.81275323, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.24637323, + "White_Blood_Cell_Count": 9.206670848, + "Platelet_Count": 386.8260532, + "Albumin_Level": 4.016934625, + "Alkaline_Phosphatase_Level": 46.1122581, + "Alanine_Aminotransferase_Level": 8.905786028, + "Aspartate_Aminotransferase_Level": 42.26453381, + "Creatinine_Level": 0.610778305, + "LDH_Level": 212.7204803, + "Calcium_Level": 9.35580776, + "Phosphorus_Level": 4.865131122, + "Glucose_Level": 99.46908055, + "Potassium_Level": 3.843210722, + "Sodium_Level": 141.9594484, + "Smoking_Pack_Years": 88.6355814 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.73492781, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.41136083, + "White_Blood_Cell_Count": 3.611433558, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.48599621, + "White_Blood_Cell_Count": 8.672652671, + "Platelet_Count": 257.1165849, + "Albumin_Level": 4.593203282, + "Alkaline_Phosphatase_Level": 87.6684255, + "Alanine_Aminotransferase_Level": 25.48367406, + "Aspartate_Aminotransferase_Level": 11.34181268, + "Creatinine_Level": 1.210029764, + "LDH_Level": 227.3161382, + "Calcium_Level": 10.45656521, + "Phosphorus_Level": 4.680855356, + "Glucose_Level": 115.9064766, + "Potassium_Level": 3.672957988, + "Sodium_Level": 141.4504081, + "Smoking_Pack_Years": 96.97499793 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.50247027, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.5456723, + "White_Blood_Cell_Count": 9.881623686, + "Platelet_Count": 388.5956927, + "Albumin_Level": 4.419228433, + "Alkaline_Phosphatase_Level": 108.4933747, + "Alanine_Aminotransferase_Level": 25.11088167, + "Aspartate_Aminotransferase_Level": 39.34773189, + "Creatinine_Level": 1.356466969, + "LDH_Level": 105.5295523, + "Calcium_Level": 8.103834734, + "Phosphorus_Level": 3.325608826, + "Glucose_Level": 143.7172657, + "Potassium_Level": 3.819893566, + "Sodium_Level": 135.9588758, + "Smoking_Pack_Years": 64.13990935 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.10740165, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.70073867, + "White_Blood_Cell_Count": 7.900336513, + "Platelet_Count": 289.1974407, + "Albumin_Level": 4.572612217, + "Alkaline_Phosphatase_Level": 62.12245487, + "Alanine_Aminotransferase_Level": 35.00880938, + "Aspartate_Aminotransferase_Level": 24.77031919, + "Creatinine_Level": 0.704416134, + "LDH_Level": 117.0710262, + "Calcium_Level": 9.021178262, + "Phosphorus_Level": 4.746750389, + "Glucose_Level": 111.8743237, + "Potassium_Level": 3.56794162, + "Sodium_Level": 141.3727961, + "Smoking_Pack_Years": 53.54841922 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.69831765, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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123.5230452, + "Potassium_Level": 4.716363658, + "Sodium_Level": 138.5057075, + "Smoking_Pack_Years": 28.52380336 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.21289551, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.96493957, + "White_Blood_Cell_Count": 8.661951929, + "Platelet_Count": 279.2620486, + "Albumin_Level": 4.128780023, + "Alkaline_Phosphatase_Level": 52.28148716, + "Alanine_Aminotransferase_Level": 7.882065546, + "Aspartate_Aminotransferase_Level": 21.58663752, + "Creatinine_Level": 1.136773357, + "LDH_Level": 248.2789198, + "Calcium_Level": 8.361718475, + "Phosphorus_Level": 4.378853093, + "Glucose_Level": 144.1944716, + "Potassium_Level": 3.885127971, + "Sodium_Level": 135.7356634, + "Smoking_Pack_Years": 32.09756321 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.30615354, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.9256208, + "White_Blood_Cell_Count": 7.538219133, + "Platelet_Count": 340.5098485, + "Albumin_Level": 3.88327078, + "Alkaline_Phosphatase_Level": 38.47065575, + "Alanine_Aminotransferase_Level": 13.09063877, + "Aspartate_Aminotransferase_Level": 41.15827597, + "Creatinine_Level": 0.92985566, + "LDH_Level": 197.2450038, + "Calcium_Level": 9.074706472, + "Phosphorus_Level": 3.378068866, + "Glucose_Level": 81.18300408, + "Potassium_Level": 4.757379464, + "Sodium_Level": 135.7317478, + "Smoking_Pack_Years": 17.30323358 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.26465424, + "Tumor_Location": "Upper 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.73246751, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.85173563, + "White_Blood_Cell_Count": 4.276967407, + "Platelet_Count": 161.2954757, + "Albumin_Level": 3.178430693, + "Alkaline_Phosphatase_Level": 41.4844042, + "Alanine_Aminotransferase_Level": 21.23723969, + "Aspartate_Aminotransferase_Level": 17.59212265, + "Creatinine_Level": 1.369198337, + "LDH_Level": 200.6735585, + "Calcium_Level": 9.556577119, + "Phosphorus_Level": 3.59533464, + "Glucose_Level": 149.0873235, + "Potassium_Level": 4.828616437, + "Sodium_Level": 140.8648113, + "Smoking_Pack_Years": 14.43369967 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.81840832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.44280925, + "White_Blood_Cell_Count": 8.423913037, + "Platelet_Count": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.88958295, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.85367743, + "White_Blood_Cell_Count": 6.803751345, + "Platelet_Count": 409.4160385, + "Albumin_Level": 3.246961376, + "Alkaline_Phosphatase_Level": 44.08587596, + "Alanine_Aminotransferase_Level": 17.10974531, + "Aspartate_Aminotransferase_Level": 39.95559008, + "Creatinine_Level": 1.410939226, + "LDH_Level": 157.1618967, + "Calcium_Level": 10.23624346, + "Phosphorus_Level": 4.217833566, + "Glucose_Level": 80.35847412, + "Potassium_Level": 4.551733173, + "Sodium_Level": 141.6248004, + "Smoking_Pack_Years": 57.17301044 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.62512125, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.87410687, + "White_Blood_Cell_Count": 7.490774133, + 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"Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.57562383, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.38711276, + "White_Blood_Cell_Count": 9.414661973, + "Platelet_Count": 441.1407047, + "Albumin_Level": 4.162419508, + "Alkaline_Phosphatase_Level": 113.9304666, + "Alanine_Aminotransferase_Level": 37.44755569, + "Aspartate_Aminotransferase_Level": 38.72471165, + "Creatinine_Level": 0.619965402, 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.04719002, + "White_Blood_Cell_Count": 6.822831337, + "Platelet_Count": 310.6950438, + "Albumin_Level": 3.412876992, + "Alkaline_Phosphatase_Level": 108.5626248, + "Alanine_Aminotransferase_Level": 8.527836337, + "Aspartate_Aminotransferase_Level": 47.92211559, + "Creatinine_Level": 1.469991444, + "LDH_Level": 226.1580628, + "Calcium_Level": 10.37335578, + "Phosphorus_Level": 4.30100974, + "Glucose_Level": 146.3679856, + "Potassium_Level": 4.860156556, + "Sodium_Level": 140.0774876, + "Smoking_Pack_Years": 20.08712917 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.22802061, + "White_Blood_Cell_Count": 6.591680823, + "Platelet_Count": 279.3199144, + "Albumin_Level": 3.767826064, + "Alkaline_Phosphatase_Level": 40.96220538, + "Alanine_Aminotransferase_Level": 21.9404655, + "Aspartate_Aminotransferase_Level": 41.56868152, + "Creatinine_Level": 0.898752794, + "LDH_Level": 166.9784506, + "Calcium_Level": 8.592309949, + "Phosphorus_Level": 2.628016211, + "Glucose_Level": 126.1948381, + "Potassium_Level": 4.852877887, + "Sodium_Level": 139.3218883, + "Smoking_Pack_Years": 30.21077584 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.8815485, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.04612538, + "White_Blood_Cell_Count": 9.94773479, + "Platelet_Count": 343.8342959, + "Albumin_Level": 4.911550174, + "Alkaline_Phosphatase_Level": 104.6475328, + "Alanine_Aminotransferase_Level": 29.48369922, + "Aspartate_Aminotransferase_Level": 30.02957781, + "Creatinine_Level": 1.265635573, + "LDH_Level": 209.4081038, + "Calcium_Level": 8.672893954, + "Phosphorus_Level": 3.832249673, + "Glucose_Level": 102.0617547, + "Potassium_Level": 4.017526462, + "Sodium_Level": 144.0885446, + "Smoking_Pack_Years": 62.64355202 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.84412764, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.71887837, + "White_Blood_Cell_Count": 9.968393961, + "Platelet_Count": 161.8079012, + "Albumin_Level": 4.990993118, + "Alkaline_Phosphatase_Level": 69.72162299, + "Alanine_Aminotransferase_Level": 35.71260371, + "Aspartate_Aminotransferase_Level": 39.93665672, + "Creatinine_Level": 0.84890214, + "LDH_Level": 110.5216056, + "Calcium_Level": 9.052688668, + "Phosphorus_Level": 2.979970632, + "Glucose_Level": 131.8117294, + "Potassium_Level": 4.68148132, + "Sodium_Level": 143.3447504, + "Smoking_Pack_Years": 34.41018977 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.83040878, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.10039609, + "White_Blood_Cell_Count": 9.318141951, + "Platelet_Count": 432.233732, + "Albumin_Level": 3.162423667, + "Alkaline_Phosphatase_Level": 88.7856257, + "Alanine_Aminotransferase_Level": 20.70966169, + "Aspartate_Aminotransferase_Level": 42.65991537, + "Creatinine_Level": 0.91528437, + "LDH_Level": 209.9943779, + "Calcium_Level": 9.800809063, + "Phosphorus_Level": 4.825161664, + "Glucose_Level": 142.4097369, + "Potassium_Level": 3.785686791, + 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"Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.49883912, + "White_Blood_Cell_Count": 8.515714646, + "Platelet_Count": 413.4690369, + "Albumin_Level": 4.966506088, + "Alkaline_Phosphatase_Level": 92.20608661, + "Alanine_Aminotransferase_Level": 21.88587646, + "Aspartate_Aminotransferase_Level": 25.16327327, + "Creatinine_Level": 0.528771602, + "LDH_Level": 200.0466952, + "Calcium_Level": 10.49900699, + "Phosphorus_Level": 4.736461501, + "Glucose_Level": 102.1376788, + "Potassium_Level": 4.505745821, + "Sodium_Level": 138.4872642, + "Smoking_Pack_Years": 67.15589619 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.9890256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.36448197, + "White_Blood_Cell_Count": 4.290286916, + "Platelet_Count": 242.0425514, + "Albumin_Level": 4.911921995, + "Alkaline_Phosphatase_Level": 68.39609596, + "Alanine_Aminotransferase_Level": 37.7982801, + "Aspartate_Aminotransferase_Level": 11.20552561, + "Creatinine_Level": 0.913851977, + "LDH_Level": 159.2154422, + "Calcium_Level": 8.69987021, + "Phosphorus_Level": 4.594815536, + "Glucose_Level": 119.4688378, + "Potassium_Level": 4.108056785, + "Sodium_Level": 138.4902622, + "Smoking_Pack_Years": 5.281406631 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.47714723, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.29136671, + "White_Blood_Cell_Count": 9.515288704, + "Platelet_Count": 192.9933009, + "Albumin_Level": 3.287505524, + "Alkaline_Phosphatase_Level": 36.80507312, + "Alanine_Aminotransferase_Level": 37.60550768, + "Aspartate_Aminotransferase_Level": 43.47265058, + "Creatinine_Level": 1.496977769, + "LDH_Level": 228.8652345, + "Calcium_Level": 9.416761333, + "Phosphorus_Level": 4.52902425, + "Glucose_Level": 136.2060039, + "Potassium_Level": 3.596085661, + "Sodium_Level": 137.8090904, + "Smoking_Pack_Years": 1.391838211 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.66423878, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.53885327, + "White_Blood_Cell_Count": 7.479567628, + "Platelet_Count": 351.8070653, + "Albumin_Level": 3.222883384, + "Alkaline_Phosphatase_Level": 113.8069166, + "Alanine_Aminotransferase_Level": 23.18373749, + "Aspartate_Aminotransferase_Level": 34.76654528, + "Creatinine_Level": 0.724718484, + "LDH_Level": 174.7825705, + "Calcium_Level": 9.593494561, + "Phosphorus_Level": 4.430197212, + "Glucose_Level": 143.4644525, + "Potassium_Level": 4.053590836, + "Sodium_Level": 143.3453721, + "Smoking_Pack_Years": 28.53461725 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.28777597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.64740561, + "White_Blood_Cell_Count": 5.377898594, + "Platelet_Count": 237.6800122, + "Albumin_Level": 3.836948685, + "Alkaline_Phosphatase_Level": 116.824868, + "Alanine_Aminotransferase_Level": 20.75044094, + "Aspartate_Aminotransferase_Level": 38.48525261, + "Creatinine_Level": 0.807325851, + "LDH_Level": 107.4806016, + "Calcium_Level": 9.42139503, + "Phosphorus_Level": 3.338435063, + "Glucose_Level": 133.4868174, + "Potassium_Level": 4.77998148, + "Sodium_Level": 139.3942114, + "Smoking_Pack_Years": 35.47259085 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.65623071, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.55116883, + "White_Blood_Cell_Count": 4.407975764, + "Platelet_Count": 201.5681984, + "Albumin_Level": 4.061726654, + "Alkaline_Phosphatase_Level": 64.40837932, + "Alanine_Aminotransferase_Level": 38.02866054, + "Aspartate_Aminotransferase_Level": 25.90388846, + "Creatinine_Level": 0.838991086, + "LDH_Level": 211.1781993, + "Calcium_Level": 9.247071472, + "Phosphorus_Level": 4.80070902, + "Glucose_Level": 84.72421851, + "Potassium_Level": 4.440622214, + "Sodium_Level": 135.5652996, + "Smoking_Pack_Years": 0.272547835 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.47118882, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.14183643, + "White_Blood_Cell_Count": 9.383610418, + "Platelet_Count": 214.5587892, + "Albumin_Level": 3.871404705, + "Alkaline_Phosphatase_Level": 65.32144915, + "Alanine_Aminotransferase_Level": 18.30082915, + "Aspartate_Aminotransferase_Level": 12.84547609, + "Creatinine_Level": 0.763911481, + "LDH_Level": 161.1801989, + "Calcium_Level": 8.534199064, + "Phosphorus_Level": 3.272832574, + "Glucose_Level": 137.8617449, + "Potassium_Level": 4.083276863, + "Sodium_Level": 141.3119799, + "Smoking_Pack_Years": 41.55772282 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.93137519, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.40489133, + "White_Blood_Cell_Count": 9.537946987, + "Platelet_Count": 254.8237774, + "Albumin_Level": 4.648243318, + "Alkaline_Phosphatase_Level": 52.53171322, + "Alanine_Aminotransferase_Level": 35.74787358, + "Aspartate_Aminotransferase_Level": 18.74442761, + "Creatinine_Level": 0.640707253, + "LDH_Level": 168.6677008, + "Calcium_Level": 8.223434758, + "Phosphorus_Level": 2.98979596, + "Glucose_Level": 77.50886451, + "Potassium_Level": 3.73725068, + "Sodium_Level": 140.2817189, + "Smoking_Pack_Years": 99.24767035 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.13000747, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.28686058, + "White_Blood_Cell_Count": 7.259621014, + "Platelet_Count": 180.9046774, + "Albumin_Level": 3.69426603, + "Alkaline_Phosphatase_Level": 74.00080647, + "Alanine_Aminotransferase_Level": 16.91216924, + "Aspartate_Aminotransferase_Level": 43.5453374, + "Creatinine_Level": 0.638444952, + "LDH_Level": 225.3805697, + "Calcium_Level": 8.162683082, + "Phosphorus_Level": 4.498260346, + "Glucose_Level": 89.78784899, + "Potassium_Level": 3.797565935, + "Sodium_Level": 139.4240154, + "Smoking_Pack_Years": 48.30527647 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.1455227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.44737445, + "White_Blood_Cell_Count": 8.713816049, + "Platelet_Count": 310.089837, + "Albumin_Level": 4.780944334, + "Alkaline_Phosphatase_Level": 82.92587551, + "Alanine_Aminotransferase_Level": 37.68424077, + "Aspartate_Aminotransferase_Level": 25.42221451, + "Creatinine_Level": 0.997163775, + "LDH_Level": 180.6129033, + "Calcium_Level": 8.415155665, + "Phosphorus_Level": 4.481117613, + "Glucose_Level": 138.9869746, + "Potassium_Level": 4.627589303, + "Sodium_Level": 144.0642362, + "Smoking_Pack_Years": 83.42857012 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.22886132, + "Tumor_Location": 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142, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.46778619, + "White_Blood_Cell_Count": 8.43094429, + "Platelet_Count": 442.7640029, + "Albumin_Level": 4.627639654, + "Alkaline_Phosphatase_Level": 30.34557387, + "Alanine_Aminotransferase_Level": 7.564297644, + "Aspartate_Aminotransferase_Level": 13.25505333, + "Creatinine_Level": 1.270165527, + "LDH_Level": 171.6540865, + "Calcium_Level": 9.57589726, + "Phosphorus_Level": 2.641186571, + "Glucose_Level": 131.360643, + "Potassium_Level": 4.544321606, + "Sodium_Level": 139.6102201, + "Smoking_Pack_Years": 35.42639222 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.20437191, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.8730441, + "White_Blood_Cell_Count": 7.795577351, + "Platelet_Count": 173.2959879, + "Albumin_Level": 4.217627285, + "Alkaline_Phosphatase_Level": 74.25417084, + "Alanine_Aminotransferase_Level": 5.834107993, + "Aspartate_Aminotransferase_Level": 34.42772492, + "Creatinine_Level": 0.941628805, + "LDH_Level": 210.3369615, + "Calcium_Level": 9.634913062, + "Phosphorus_Level": 2.717446584, + "Glucose_Level": 140.6920936, + "Potassium_Level": 3.610760019, + "Sodium_Level": 141.2065302, + "Smoking_Pack_Years": 32.2061609 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.19292207, + "Tumor_Location": "Upper 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"Potassium_Level": 4.051468709, + "Sodium_Level": 144.0724955, + "Smoking_Pack_Years": 61.87954692 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.5396171, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.53269774, + "White_Blood_Cell_Count": 9.64580601, + "Platelet_Count": 174.5818428, + "Albumin_Level": 4.846608356, + "Alkaline_Phosphatase_Level": 60.49067037, + "Alanine_Aminotransferase_Level": 13.8367398, + "Aspartate_Aminotransferase_Level": 10.32962609, + "Creatinine_Level": 1.047467322, + "LDH_Level": 178.1356214, + "Calcium_Level": 8.459305242, + "Phosphorus_Level": 3.327457712, + "Glucose_Level": 92.93847811, + "Potassium_Level": 4.058201081, + "Sodium_Level": 135.1006126, + "Smoking_Pack_Years": 54.60461887 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.12195337, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.47664131, + "White_Blood_Cell_Count": 4.971344187, + "Platelet_Count": 348.5589713, + "Albumin_Level": 3.565907745, + "Alkaline_Phosphatase_Level": 84.25324279, + "Alanine_Aminotransferase_Level": 23.15710042, + "Aspartate_Aminotransferase_Level": 41.83646938, + "Creatinine_Level": 1.309601374, + "LDH_Level": 228.1728274, + "Calcium_Level": 9.900555625, + "Phosphorus_Level": 4.603629419, + "Glucose_Level": 73.61224768, + "Potassium_Level": 3.639855055, + "Sodium_Level": 141.8920817, + "Smoking_Pack_Years": 22.16993742 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.29777397, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.84015699, + "White_Blood_Cell_Count": 7.269837383, + "Platelet_Count": 371.0322633, + "Albumin_Level": 4.836398842, + "Alkaline_Phosphatase_Level": 35.74602146, + "Alanine_Aminotransferase_Level": 10.75104319, + "Aspartate_Aminotransferase_Level": 16.78765534, + "Creatinine_Level": 0.770514114, + "LDH_Level": 203.2737557, + "Calcium_Level": 8.81732049, + "Phosphorus_Level": 3.496007608, + "Glucose_Level": 78.46576741, + "Potassium_Level": 4.656072671, + "Sodium_Level": 142.1185944, + "Smoking_Pack_Years": 69.01275856 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.76702247, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.20929149, + "White_Blood_Cell_Count": 4.954655649, + "Platelet_Count": 202.4225119, + "Albumin_Level": 4.437825966, + "Alkaline_Phosphatase_Level": 77.39717497, + "Alanine_Aminotransferase_Level": 20.54003186, + "Aspartate_Aminotransferase_Level": 26.35187788, + "Creatinine_Level": 1.430618361, + "LDH_Level": 171.6627273, + "Calcium_Level": 9.657310562, + "Phosphorus_Level": 3.615724496, + "Glucose_Level": 146.4576724, + "Potassium_Level": 3.834864641, + "Sodium_Level": 142.9223716, + "Smoking_Pack_Years": 54.65592213 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.04153304, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.32330826, + "White_Blood_Cell_Count": 7.460730191, + "Platelet_Count": 243.5206723, + "Albumin_Level": 3.433029325, + "Alkaline_Phosphatase_Level": 112.6563707, + "Alanine_Aminotransferase_Level": 10.770444, + "Aspartate_Aminotransferase_Level": 25.03494861, + "Creatinine_Level": 1.148950322, + "LDH_Level": 203.6375465, + "Calcium_Level": 9.042207256, + "Phosphorus_Level": 3.967031314, + "Glucose_Level": 101.197094, + "Potassium_Level": 3.689941669, + "Sodium_Level": 137.9883133, + "Smoking_Pack_Years": 37.33976277 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.55184384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.79511497, + "White_Blood_Cell_Count": 4.375038261, + "Platelet_Count": 250.7737312, + "Albumin_Level": 4.633765656, + "Alkaline_Phosphatase_Level": 44.86935437, + "Alanine_Aminotransferase_Level": 27.76215542, + "Aspartate_Aminotransferase_Level": 16.74127613, + "Creatinine_Level": 0.664473307, + "LDH_Level": 199.1140263, + "Calcium_Level": 10.04974641, + "Phosphorus_Level": 4.135319229, + "Glucose_Level": 136.1102336, + "Potassium_Level": 4.773519176, + "Sodium_Level": 138.1834616, + "Smoking_Pack_Years": 7.365876976 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.72301021, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.91905614, + "White_Blood_Cell_Count": 4.089507296, + "Platelet_Count": 226.3329344, + "Albumin_Level": 3.257856378, + "Alkaline_Phosphatase_Level": 83.86859032, + "Alanine_Aminotransferase_Level": 7.25490802, + "Aspartate_Aminotransferase_Level": 13.11683512, + "Creatinine_Level": 0.507473593, + "LDH_Level": 217.6772113, + "Calcium_Level": 9.83656193, + "Phosphorus_Level": 4.535080559, + "Glucose_Level": 127.7563001, + "Potassium_Level": 4.718630977, + "Sodium_Level": 137.4894077, + "Smoking_Pack_Years": 63.85773088 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.65277888, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.51350511, + "White_Blood_Cell_Count": 7.918440184, + "Platelet_Count": 386.5000165, + "Albumin_Level": 3.625422194, + "Alkaline_Phosphatase_Level": 68.9104307, + "Alanine_Aminotransferase_Level": 18.61535504, + "Aspartate_Aminotransferase_Level": 15.4854603, + "Creatinine_Level": 0.690684146, + "LDH_Level": 158.1256297, + "Calcium_Level": 9.708986616, + "Phosphorus_Level": 2.719943792, + "Glucose_Level": 125.0293392, + "Potassium_Level": 3.521227906, + "Sodium_Level": 136.1334504, + "Smoking_Pack_Years": 25.66401995 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.8582844, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.81851529, + "White_Blood_Cell_Count": 6.474711893, + "Platelet_Count": 287.4508101, + "Albumin_Level": 3.247446484, + "Alkaline_Phosphatase_Level": 118.1056313, + "Alanine_Aminotransferase_Level": 12.78996094, + "Aspartate_Aminotransferase_Level": 29.95956943, + "Creatinine_Level": 0.911232305, + "LDH_Level": 227.0435704, + "Calcium_Level": 9.286760338, + "Phosphorus_Level": 3.967734478, + "Glucose_Level": 126.0975641, + "Potassium_Level": 3.768170168, + "Sodium_Level": 140.357499, + "Smoking_Pack_Years": 67.63661451 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.84024288, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.44128984, + "White_Blood_Cell_Count": 8.06853913, + "Platelet_Count": 154.9279982, + "Albumin_Level": 3.959984469, + "Alkaline_Phosphatase_Level": 34.32349341, + "Alanine_Aminotransferase_Level": 35.51128324, + "Aspartate_Aminotransferase_Level": 33.87384208, + "Creatinine_Level": 1.02272301, + "LDH_Level": 175.8200318, + "Calcium_Level": 8.075062008, + "Phosphorus_Level": 3.177158551, + "Glucose_Level": 73.89385904, + "Potassium_Level": 4.987018984, + "Sodium_Level": 139.767214, + "Smoking_Pack_Years": 4.832256956 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.53911869, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.71395666, + "White_Blood_Cell_Count": 9.39869157, + "Platelet_Count": 237.9787517, + "Albumin_Level": 4.89012914, + "Alkaline_Phosphatase_Level": 105.8575351, + "Alanine_Aminotransferase_Level": 14.26708175, + "Aspartate_Aminotransferase_Level": 15.61944491, + "Creatinine_Level": 0.862764603, + "LDH_Level": 192.6804731, + "Calcium_Level": 9.411850539, + "Phosphorus_Level": 3.344022254, + "Glucose_Level": 122.9765062, + "Potassium_Level": 3.917692027, + "Sodium_Level": 137.2106909, + "Smoking_Pack_Years": 12.61173008 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.95292842, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.24167368, + "White_Blood_Cell_Count": 8.501019321, + "Platelet_Count": 437.4161692, + "Albumin_Level": 4.838977229, + "Alkaline_Phosphatase_Level": 31.14980138, + "Alanine_Aminotransferase_Level": 32.05104143, + "Aspartate_Aminotransferase_Level": 47.27344148, + "Creatinine_Level": 0.57108165, + "LDH_Level": 170.4764184, + "Calcium_Level": 9.738179209, + "Phosphorus_Level": 3.670471453, + "Glucose_Level": 75.48644924, + "Potassium_Level": 4.545360895, + "Sodium_Level": 142.9943957, + "Smoking_Pack_Years": 15.95714306 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.42839615, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.68921101, + "White_Blood_Cell_Count": 8.213770665, + "Platelet_Count": 265.9092594, + "Albumin_Level": 4.377241543, + "Alkaline_Phosphatase_Level": 63.79881686, + "Alanine_Aminotransferase_Level": 27.8872367, + "Aspartate_Aminotransferase_Level": 32.48705502, + "Creatinine_Level": 1.060489314, + "LDH_Level": 109.1728155, + "Calcium_Level": 10.11531709, + "Phosphorus_Level": 3.281043897, + "Glucose_Level": 71.74662854, + "Potassium_Level": 4.011415306, + "Sodium_Level": 137.1658082, + "Smoking_Pack_Years": 45.12605395 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.86573857, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.86284751, + "White_Blood_Cell_Count": 9.798053768, + "Platelet_Count": 247.4415984, + "Albumin_Level": 4.047392168, + "Alkaline_Phosphatase_Level": 41.25070634, + "Alanine_Aminotransferase_Level": 21.03487864, + "Aspartate_Aminotransferase_Level": 35.62611493, + "Creatinine_Level": 1.033016452, + "LDH_Level": 149.4300187, + "Calcium_Level": 10.2805358, + "Phosphorus_Level": 2.777242703, + "Glucose_Level": 84.23030727, + "Potassium_Level": 4.632650083, + "Sodium_Level": 143.8803765, + "Smoking_Pack_Years": 86.23628488 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.6934275, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.51946253, + "White_Blood_Cell_Count": 7.703240726, + "Platelet_Count": 280.8448048, + "Albumin_Level": 4.429291276, + "Alkaline_Phosphatase_Level": 93.45416296, + "Alanine_Aminotransferase_Level": 27.90324414, + "Aspartate_Aminotransferase_Level": 16.62959586, + "Creatinine_Level": 0.722941635, + "LDH_Level": 152.6366674, + "Calcium_Level": 9.095058793, + "Phosphorus_Level": 4.093750538, + "Glucose_Level": 119.6292268, + "Potassium_Level": 4.985061669, + "Sodium_Level": 144.0709821, + "Smoking_Pack_Years": 46.63917559 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.51410195, + 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2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.44036969, + "White_Blood_Cell_Count": 5.121569661, + "Platelet_Count": 238.4274089, + "Albumin_Level": 3.899365711, + "Alkaline_Phosphatase_Level": 87.71888521, + "Alanine_Aminotransferase_Level": 10.6512041, + "Aspartate_Aminotransferase_Level": 17.10750183, + "Creatinine_Level": 1.082490947, + "LDH_Level": 246.3500242, + "Calcium_Level": 8.29966564, + "Phosphorus_Level": 3.418926157, + "Glucose_Level": 132.7541766, + "Potassium_Level": 4.621561063, + "Sodium_Level": 140.4409967, + "Smoking_Pack_Years": 7.263830394 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.50900999, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.26928407, + "White_Blood_Cell_Count": 3.693063879, + "Platelet_Count": 301.980266, + "Albumin_Level": 3.05474959, + "Alkaline_Phosphatase_Level": 76.77342489, + "Alanine_Aminotransferase_Level": 37.65569729, + "Aspartate_Aminotransferase_Level": 28.13120402, + "Creatinine_Level": 0.68930177, + "LDH_Level": 117.7327001, + "Calcium_Level": 10.23696184, + "Phosphorus_Level": 3.659073955, + "Glucose_Level": 140.173175, + "Potassium_Level": 4.825095782, + "Sodium_Level": 136.6481294, + "Smoking_Pack_Years": 2.737928904 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.30565399, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.79983557, + "White_Blood_Cell_Count": 5.148958614, + "Platelet_Count": 391.2625453, + "Albumin_Level": 3.256753433, + "Alkaline_Phosphatase_Level": 85.41873877, + "Alanine_Aminotransferase_Level": 14.88067264, + "Aspartate_Aminotransferase_Level": 49.25061447, + "Creatinine_Level": 1.356455614, + "LDH_Level": 218.0000191, + "Calcium_Level": 8.227384096, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 62.09843284, + "Alanine_Aminotransferase_Level": 29.96025567, + "Aspartate_Aminotransferase_Level": 46.50982712, + "Creatinine_Level": 0.566164537, + "LDH_Level": 130.9620904, + "Calcium_Level": 8.450647087, + "Phosphorus_Level": 3.675184177, + "Glucose_Level": 89.00387075, + "Potassium_Level": 4.794976638, + "Sodium_Level": 140.9978868, + "Smoking_Pack_Years": 53.75808539 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.42655494, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.72736119, + "White_Blood_Cell_Count": 7.152301936, + "Platelet_Count": 432.3377363, + "Albumin_Level": 4.40210375, + "Alkaline_Phosphatase_Level": 33.11468993, + "Alanine_Aminotransferase_Level": 11.38833743, + "Aspartate_Aminotransferase_Level": 39.25208549, + "Creatinine_Level": 0.849923858, + "LDH_Level": 148.952148, + "Calcium_Level": 9.078111996, + "Phosphorus_Level": 4.60966311, + "Glucose_Level": 94.87354374, + "Potassium_Level": 4.896751095, + "Sodium_Level": 143.1656724, + "Smoking_Pack_Years": 43.63170358 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.70338059, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.02191868, + "White_Blood_Cell_Count": 7.648609106, + "Platelet_Count": 218.8909584, + "Albumin_Level": 3.400035791, + "Alkaline_Phosphatase_Level": 69.11411231, + "Alanine_Aminotransferase_Level": 9.679200651, + "Aspartate_Aminotransferase_Level": 40.92064617, + "Creatinine_Level": 0.728550105, + "LDH_Level": 193.5548371, + "Calcium_Level": 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152.5559739, + "Calcium_Level": 9.397600143, + "Phosphorus_Level": 4.066548408, + "Glucose_Level": 146.0008076, + "Potassium_Level": 4.556733317, + "Sodium_Level": 142.2941176, + "Smoking_Pack_Years": 66.93378929 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.85080291, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.97085364, + "White_Blood_Cell_Count": 9.300007746, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.73918952, + "White_Blood_Cell_Count": 5.726955552, + "Platelet_Count": 375.7235417, + "Albumin_Level": 3.929129038, + "Alkaline_Phosphatase_Level": 67.70337819, + "Alanine_Aminotransferase_Level": 31.87844622, + "Aspartate_Aminotransferase_Level": 29.25485626, + "Creatinine_Level": 1.321056424, + "LDH_Level": 244.7920266, + "Calcium_Level": 10.42267894, + "Phosphorus_Level": 4.071681807, + "Glucose_Level": 112.3990255, + "Potassium_Level": 4.616390711, + "Sodium_Level": 142.0116573, + "Smoking_Pack_Years": 59.70565516 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.19952758, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + 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"Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.99491809, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.95389513, + "White_Blood_Cell_Count": 9.03674252, + "Platelet_Count": 446.2240079, + "Albumin_Level": 3.151772897, + "Alkaline_Phosphatase_Level": 86.01817734, + "Alanine_Aminotransferase_Level": 16.7071736, + "Aspartate_Aminotransferase_Level": 17.04728736, + "Creatinine_Level": 0.658580335, + "LDH_Level": 205.4990512, + "Calcium_Level": 8.14137917, + "Phosphorus_Level": 3.297405991, + "Glucose_Level": 141.1674625, + "Potassium_Level": 4.270067967, + "Sodium_Level": 136.323584, + "Smoking_Pack_Years": 52.88529976 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.35298224, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.6572992, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.21479235, + "White_Blood_Cell_Count": 3.557770294, + "Platelet_Count": 191.242377, + "Albumin_Level": 3.759031477, + "Alkaline_Phosphatase_Level": 106.908939, + "Alanine_Aminotransferase_Level": 21.73751895, + "Aspartate_Aminotransferase_Level": 10.72863852, + "Creatinine_Level": 0.628997158, + "LDH_Level": 247.591549, + "Calcium_Level": 9.653740998, + "Phosphorus_Level": 3.117711334, + "Glucose_Level": 70.79364505, + "Potassium_Level": 4.206790444, + "Sodium_Level": 142.609161, + "Smoking_Pack_Years": 74.21235669 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.20142952, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", 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"Aspartate_Aminotransferase_Level": 37.04352308, + "Creatinine_Level": 0.506257655, + "LDH_Level": 162.3085811, + "Calcium_Level": 8.585120441, + "Phosphorus_Level": 3.497041447, + "Glucose_Level": 127.2177517, + "Potassium_Level": 3.989857024, + "Sodium_Level": 137.381316, + "Smoking_Pack_Years": 35.43320717 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.80021586, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 73, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.86613681, + "White_Blood_Cell_Count": 3.925128413, + "Platelet_Count": 337.2136757, + "Albumin_Level": 3.73880793, + "Alkaline_Phosphatase_Level": 91.98958388, + "Alanine_Aminotransferase_Level": 16.62841262, + "Aspartate_Aminotransferase_Level": 33.67309913, + "Creatinine_Level": 1.41468337, + "LDH_Level": 230.4145832, + "Calcium_Level": 8.231367262, + "Phosphorus_Level": 4.192589294, + "Glucose_Level": 128.8104885, + "Potassium_Level": 4.558922554, + "Sodium_Level": 138.6947124, + "Smoking_Pack_Years": 54.6871201 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.40458179, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.62757646, + "White_Blood_Cell_Count": 9.31668626, + "Platelet_Count": 260.3518521, + "Albumin_Level": 3.986222025, + "Alkaline_Phosphatase_Level": 91.06999954, + "Alanine_Aminotransferase_Level": 25.75073529, + "Aspartate_Aminotransferase_Level": 35.54725847, + "Creatinine_Level": 0.84185136, + "LDH_Level": 196.866087, + "Calcium_Level": 9.802910494, + "Phosphorus_Level": 2.738743821, + "Glucose_Level": 72.42021727, + "Potassium_Level": 4.499230848, + "Sodium_Level": 136.9409854, + "Smoking_Pack_Years": 89.7294642 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.35421653, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.19087225, + "White_Blood_Cell_Count": 3.741971026, + "Platelet_Count": 291.9447576, + "Albumin_Level": 3.352698453, + "Alkaline_Phosphatase_Level": 100.6625117, + "Alanine_Aminotransferase_Level": 22.10142569, 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"Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.32632748, + "White_Blood_Cell_Count": 9.785983478, + "Platelet_Count": 419.0962639, + "Albumin_Level": 4.585250175, + "Alkaline_Phosphatase_Level": 114.6015626, + "Alanine_Aminotransferase_Level": 21.35000834, + "Aspartate_Aminotransferase_Level": 35.04527709, + "Creatinine_Level": 0.925437766, + "LDH_Level": 204.8506616, + "Calcium_Level": 10.47278865, + "Phosphorus_Level": 3.076507994, + "Glucose_Level": 140.1212682, + "Potassium_Level": 4.153266254, + "Sodium_Level": 138.9014201, + "Smoking_Pack_Years": 63.82937279 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.18473851, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.73681625, + "White_Blood_Cell_Count": 5.333984243, + "Platelet_Count": 423.025844, + "Albumin_Level": 3.605045122, + "Alkaline_Phosphatase_Level": 58.16530178, + "Alanine_Aminotransferase_Level": 30.70108033, + "Aspartate_Aminotransferase_Level": 20.9282714, + "Creatinine_Level": 0.559248234, + "LDH_Level": 129.9491307, + "Calcium_Level": 10.17088024, + "Phosphorus_Level": 3.515935837, + "Glucose_Level": 106.1315277, + "Potassium_Level": 4.09385793, + "Sodium_Level": 140.2558108, + "Smoking_Pack_Years": 18.66767356 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.51014739, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.86495349, + "White_Blood_Cell_Count": 6.765729852, + "Platelet_Count": 226.7183108, + "Albumin_Level": 3.728428936, + "Alkaline_Phosphatase_Level": 45.59543853, + "Alanine_Aminotransferase_Level": 26.95023727, + "Aspartate_Aminotransferase_Level": 46.35061236, + "Creatinine_Level": 0.9659645, + "LDH_Level": 133.2544397, + "Calcium_Level": 9.533862638, + "Phosphorus_Level": 2.986762169, + "Glucose_Level": 145.7107855, + "Potassium_Level": 4.869553919, + "Sodium_Level": 138.4716001, + "Smoking_Pack_Years": 15.0147474 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.97444572, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.21180648, + "White_Blood_Cell_Count": 8.997590355, + "Platelet_Count": 419.0159425, + "Albumin_Level": 4.727304487, + "Alkaline_Phosphatase_Level": 96.28972969, + "Alanine_Aminotransferase_Level": 24.75458823, + "Aspartate_Aminotransferase_Level": 10.49083756, + "Creatinine_Level": 1.109054598, + "LDH_Level": 141.1236431, + "Calcium_Level": 9.777099743, + "Phosphorus_Level": 3.644876546, + "Glucose_Level": 79.70229082, + "Potassium_Level": 3.950180824, + "Sodium_Level": 142.1943372, + "Smoking_Pack_Years": 75.97294056 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.45489808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 99, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.38364059, + "White_Blood_Cell_Count": 9.789954263, + "Platelet_Count": 330.1608532, + "Albumin_Level": 3.396886832, + "Alkaline_Phosphatase_Level": 60.12282388, + "Alanine_Aminotransferase_Level": 9.497958079, + "Aspartate_Aminotransferase_Level": 49.42773191, + "Creatinine_Level": 1.47911058, + "LDH_Level": 177.5821653, + "Calcium_Level": 8.22333707, + "Phosphorus_Level": 4.049733664, + "Glucose_Level": 93.18521718, + "Potassium_Level": 4.655580198, + "Sodium_Level": 135.3533676, + "Smoking_Pack_Years": 94.75472219 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.00314089, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.62407042, + "White_Blood_Cell_Count": 7.156994101, + "Platelet_Count": 291.4584441, + "Albumin_Level": 4.863364328, + "Alkaline_Phosphatase_Level": 41.03887807, + "Alanine_Aminotransferase_Level": 12.32112215, + "Aspartate_Aminotransferase_Level": 42.63563628, + "Creatinine_Level": 0.51645139, + "LDH_Level": 228.2640824, + "Calcium_Level": 10.21232322, + "Phosphorus_Level": 4.477565415, + "Glucose_Level": 124.0795205, + 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"Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.53750441, + "White_Blood_Cell_Count": 3.665531446, + "Platelet_Count": 395.8229155, + "Albumin_Level": 4.221370683, + "Alkaline_Phosphatase_Level": 44.06933081, + "Alanine_Aminotransferase_Level": 32.50692196, + "Aspartate_Aminotransferase_Level": 18.09736012, + "Creatinine_Level": 0.958692527, + "LDH_Level": 236.5965301, + "Calcium_Level": 9.191098774, + "Phosphorus_Level": 3.743518036, + "Glucose_Level": 74.59428252, + "Potassium_Level": 4.163652134, + "Sodium_Level": 139.7356502, + "Smoking_Pack_Years": 3.834504525 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.47313546, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.96716905, + "White_Blood_Cell_Count": 5.480946031, + "Platelet_Count": 320.5824584, + "Albumin_Level": 4.260392604, + "Alkaline_Phosphatase_Level": 42.22924863, + "Alanine_Aminotransferase_Level": 5.065855846, + "Aspartate_Aminotransferase_Level": 29.34589104, + "Creatinine_Level": 0.703600679, + "LDH_Level": 144.7938671, + "Calcium_Level": 10.16504155, + "Phosphorus_Level": 2.771391007, + "Glucose_Level": 128.8653261, + "Potassium_Level": 4.244408558, + "Sodium_Level": 137.3789371, + "Smoking_Pack_Years": 91.78860633 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.00560921, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.22625354, + "White_Blood_Cell_Count": 9.224354559, + "Platelet_Count": 257.1243965, + "Albumin_Level": 4.287644595, + "Alkaline_Phosphatase_Level": 49.75759942, + "Alanine_Aminotransferase_Level": 14.84585588, + "Aspartate_Aminotransferase_Level": 35.82738587, + "Creatinine_Level": 0.881225924, + "LDH_Level": 182.2542158, + "Calcium_Level": 9.342011571, + "Phosphorus_Level": 3.985234069, + "Glucose_Level": 127.2468786, + "Potassium_Level": 3.525555284, + "Sodium_Level": 136.766457, + "Smoking_Pack_Years": 99.25569982 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.20190333, + "White_Blood_Cell_Count": 3.74202427, + "Platelet_Count": 217.4548417, + "Albumin_Level": 4.165356272, + "Alkaline_Phosphatase_Level": 117.6857433, + "Alanine_Aminotransferase_Level": 15.51295317, + "Aspartate_Aminotransferase_Level": 48.29195978, + "Creatinine_Level": 1.426964776, + "LDH_Level": 241.520795, + "Calcium_Level": 9.640187976, + "Phosphorus_Level": 4.321949337, + "Glucose_Level": 147.6613803, + "Potassium_Level": 4.78597101, + "Sodium_Level": 144.4854092, + "Smoking_Pack_Years": 96.20881378 + }, + { + "Age": 60, + "Gender": "Female", 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242.1616537, + "Calcium_Level": 9.586820997, + "Phosphorus_Level": 3.084790542, + "Glucose_Level": 112.2183112, + "Potassium_Level": 4.208550064, + "Sodium_Level": 138.6691987, + "Smoking_Pack_Years": 61.21069384 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.89040856, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.42238161, + "White_Blood_Cell_Count": 7.083559693, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.14441034, + "White_Blood_Cell_Count": 6.979828952, + "Platelet_Count": 445.4012769, + "Albumin_Level": 3.14970759, + "Alkaline_Phosphatase_Level": 76.30277711, + "Alanine_Aminotransferase_Level": 26.29695393, + "Aspartate_Aminotransferase_Level": 43.5744994, + "Creatinine_Level": 1.354156497, + "LDH_Level": 172.9137863, + "Calcium_Level": 8.799409595, + "Phosphorus_Level": 4.052901895, + "Glucose_Level": 82.77712464, + "Potassium_Level": 4.869947561, + "Sodium_Level": 142.9271084, + "Smoking_Pack_Years": 7.721890682 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.45353352, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.72575721, + "White_Blood_Cell_Count": 7.483825277, + "Platelet_Count": 212.4336989, + "Albumin_Level": 4.032576271, + "Alkaline_Phosphatase_Level": 97.30003892, + "Alanine_Aminotransferase_Level": 9.616932225, + "Aspartate_Aminotransferase_Level": 46.66073865, + "Creatinine_Level": 0.661876299, + "LDH_Level": 133.8763009, + "Calcium_Level": 9.58316324, + "Phosphorus_Level": 4.88398224, + "Glucose_Level": 103.0833653, + "Potassium_Level": 4.287063928, + "Sodium_Level": 140.6204988, + "Smoking_Pack_Years": 89.28146736 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.63959848, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.84496153, + "White_Blood_Cell_Count": 8.492752496, + "Platelet_Count": 189.9559589, + "Albumin_Level": 4.851231612, + "Alkaline_Phosphatase_Level": 77.21839664, + "Alanine_Aminotransferase_Level": 16.3844763, + "Aspartate_Aminotransferase_Level": 36.85833059, + "Creatinine_Level": 0.6100985, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.04782214, + "White_Blood_Cell_Count": 6.787379566, + "Platelet_Count": 154.4524705, + "Albumin_Level": 3.651684937, + "Alkaline_Phosphatase_Level": 96.48294634, + "Alanine_Aminotransferase_Level": 8.881294559, + "Aspartate_Aminotransferase_Level": 22.90314674, + "Creatinine_Level": 0.508689213, + "LDH_Level": 161.9693208, + "Calcium_Level": 8.621820461, + "Phosphorus_Level": 3.405390914, + "Glucose_Level": 131.1239738, + "Potassium_Level": 3.886865121, + "Sodium_Level": 143.8478904, + "Smoking_Pack_Years": 19.79899757 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.45977068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.78256633, + "White_Blood_Cell_Count": 4.065316711, + "Platelet_Count": 325.5644922, + "Albumin_Level": 3.280824176, + "Alkaline_Phosphatase_Level": 71.01678967, + "Alanine_Aminotransferase_Level": 28.41482438, + "Aspartate_Aminotransferase_Level": 39.60926634, + "Creatinine_Level": 0.853987283, + "LDH_Level": 194.0256209, + "Calcium_Level": 10.40327924, + "Phosphorus_Level": 2.882588051, + "Glucose_Level": 126.1645099, + "Potassium_Level": 4.904635289, + "Sodium_Level": 139.571593, + "Smoking_Pack_Years": 75.76565587 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.72672577, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.70381043, + "White_Blood_Cell_Count": 6.568544247, + "Platelet_Count": 216.3208241, + "Albumin_Level": 3.625365255, + "Alkaline_Phosphatase_Level": 32.57016151, + "Alanine_Aminotransferase_Level": 37.60545365, + "Aspartate_Aminotransferase_Level": 33.52901625, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.96510792, + "White_Blood_Cell_Count": 9.800985395, + "Platelet_Count": 383.1998865, + "Albumin_Level": 4.68037911, + "Alkaline_Phosphatase_Level": 37.42583106, + "Alanine_Aminotransferase_Level": 39.97188992, + "Aspartate_Aminotransferase_Level": 19.60965039, + "Creatinine_Level": 1.21303907, + "LDH_Level": 163.4371845, + "Calcium_Level": 9.740065641, + "Phosphorus_Level": 4.423230673, + "Glucose_Level": 141.5958919, + "Potassium_Level": 4.00933482, + "Sodium_Level": 136.5477016, + "Smoking_Pack_Years": 86.74669693 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.88843638, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African 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}, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.79753553, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.26338357, + "White_Blood_Cell_Count": 7.007710892, + "Platelet_Count": 426.8617229, + "Albumin_Level": 4.501094894, + "Alkaline_Phosphatase_Level": 94.00954407, + "Alanine_Aminotransferase_Level": 11.14411141, + "Aspartate_Aminotransferase_Level": 41.25342845, + "Creatinine_Level": 1.125605625, + "LDH_Level": 142.4527428, + "Calcium_Level": 8.843422664, + "Phosphorus_Level": 3.883123885, + "Glucose_Level": 89.22947755, + "Potassium_Level": 3.613680136, + "Sodium_Level": 142.9433414, + "Smoking_Pack_Years": 95.95219234 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.15197289, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.13923336, + 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"Creatinine_Level": 1.055566858, + "LDH_Level": 236.3852284, + "Calcium_Level": 9.018762793, + "Phosphorus_Level": 4.091403171, + "Glucose_Level": 84.62860683, + "Potassium_Level": 3.612910454, + "Sodium_Level": 137.4286378, + "Smoking_Pack_Years": 12.25962343 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.65649364, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.78986123, + "White_Blood_Cell_Count": 7.554409828, + "Platelet_Count": 279.2865442, + "Albumin_Level": 4.513504347, + "Alkaline_Phosphatase_Level": 46.97647937, + "Alanine_Aminotransferase_Level": 15.80771413, + "Aspartate_Aminotransferase_Level": 10.15325915, + "Creatinine_Level": 0.576373204, + "LDH_Level": 168.2833126, + "Calcium_Level": 8.259509104, + "Phosphorus_Level": 3.843271481, + "Glucose_Level": 114.7315988, + "Potassium_Level": 4.397608189, + "Sodium_Level": 143.050216, + "Smoking_Pack_Years": 34.52928101 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.56246781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 16.10971989, + "Creatinine_Level": 0.653483462, + "LDH_Level": 122.9753897, + "Calcium_Level": 9.881684193, + "Phosphorus_Level": 3.240216408, + "Glucose_Level": 89.56855848, + "Potassium_Level": 4.041253112, + "Sodium_Level": 137.6142387, + "Smoking_Pack_Years": 3.850898902 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.48934311, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.10747923, + "White_Blood_Cell_Count": 3.749049653, + "Platelet_Count": 401.2533798, + "Albumin_Level": 3.990757543, + "Alkaline_Phosphatase_Level": 43.06107518, + "Alanine_Aminotransferase_Level": 27.79825602, + "Aspartate_Aminotransferase_Level": 41.79761662, + "Creatinine_Level": 0.630581435, + "LDH_Level": 166.3940693, + "Calcium_Level": 8.293399004, + "Phosphorus_Level": 3.186627071, + "Glucose_Level": 72.78122142, + "Potassium_Level": 4.935435432, + "Sodium_Level": 140.3718386, + "Smoking_Pack_Years": 31.33599206 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.73518473, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.19971296, + "White_Blood_Cell_Count": 3.807932272, + "Platelet_Count": 423.0326425, + "Albumin_Level": 4.547452576, + "Alkaline_Phosphatase_Level": 41.86994838, + "Alanine_Aminotransferase_Level": 37.00645412, + "Aspartate_Aminotransferase_Level": 25.94373458, + "Creatinine_Level": 1.419185559, + "LDH_Level": 170.8068135, + "Calcium_Level": 9.395321154, + "Phosphorus_Level": 3.003970735, + "Glucose_Level": 83.73849388, + "Potassium_Level": 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103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.52878854, + "White_Blood_Cell_Count": 3.936756893, + "Platelet_Count": 412.4925544, + "Albumin_Level": 4.462456736, + "Alkaline_Phosphatase_Level": 86.7073281, + "Alanine_Aminotransferase_Level": 26.77959098, + "Aspartate_Aminotransferase_Level": 10.60515437, + "Creatinine_Level": 1.463534041, + "LDH_Level": 190.3467334, + "Calcium_Level": 9.269038874, + "Phosphorus_Level": 3.947580949, + "Glucose_Level": 135.0294092, + "Potassium_Level": 4.257448337, + "Sodium_Level": 140.0037038, + "Smoking_Pack_Years": 64.4299049 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.27863066, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.30242736, + "White_Blood_Cell_Count": 8.367203777, + "Platelet_Count": 259.8934854, + "Albumin_Level": 4.799218143, + "Alkaline_Phosphatase_Level": 88.09626722, + "Alanine_Aminotransferase_Level": 8.30410318, + "Aspartate_Aminotransferase_Level": 33.46434323, + "Creatinine_Level": 0.600627577, + "LDH_Level": 229.0398434, + "Calcium_Level": 8.031631895, + "Phosphorus_Level": 3.449561456, + "Glucose_Level": 102.5358426, + "Potassium_Level": 3.750116575, + "Sodium_Level": 138.0608007, + "Smoking_Pack_Years": 50.06409538 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.02636783, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.91550055, + "White_Blood_Cell_Count": 7.534818848, + "Platelet_Count": 167.6906491, + "Albumin_Level": 3.56352674, + "Alkaline_Phosphatase_Level": 96.20683636, + "Alanine_Aminotransferase_Level": 35.82605078, + "Aspartate_Aminotransferase_Level": 49.48886453, + "Creatinine_Level": 1.242305749, + "LDH_Level": 103.6223857, + "Calcium_Level": 8.903057579, + "Phosphorus_Level": 4.718660913, + "Glucose_Level": 114.0492042, + "Potassium_Level": 4.240518687, + "Sodium_Level": 136.4695261, + "Smoking_Pack_Years": 78.84224212 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.55625934, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.00914519, + "White_Blood_Cell_Count": 9.635134845, + "Platelet_Count": 323.7030127, + "Albumin_Level": 3.681031661, + "Alkaline_Phosphatase_Level": 56.73769206, + "Alanine_Aminotransferase_Level": 33.11515071, + "Aspartate_Aminotransferase_Level": 34.17263869, + "Creatinine_Level": 1.04435269, + "LDH_Level": 213.0568492, + "Calcium_Level": 9.657249804, + "Phosphorus_Level": 4.789789596, + "Glucose_Level": 149.3328888, + "Potassium_Level": 4.145353817, + "Sodium_Level": 142.4280461, + "Smoking_Pack_Years": 40.04321025 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.19784066, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.38453705, + "White_Blood_Cell_Count": 9.818486035, + "Platelet_Count": 229.4620929, + "Albumin_Level": 3.276779307, + "Alkaline_Phosphatase_Level": 106.5061465, + "Alanine_Aminotransferase_Level": 22.48292527, + "Aspartate_Aminotransferase_Level": 40.96040108, + "Creatinine_Level": 1.497768035, + "LDH_Level": 131.0823948, + "Calcium_Level": 8.99837888, + "Phosphorus_Level": 4.496437953, + "Glucose_Level": 117.3566046, + "Potassium_Level": 4.484554754, + "Sodium_Level": 143.0003985, + "Smoking_Pack_Years": 57.16248681 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.95508283, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.7170334, + "White_Blood_Cell_Count": 3.820289743, + "Platelet_Count": 359.5049267, + "Albumin_Level": 3.449390203, + "Alkaline_Phosphatase_Level": 76.05450603, + "Alanine_Aminotransferase_Level": 36.62743184, + "Aspartate_Aminotransferase_Level": 48.02360519, + "Creatinine_Level": 0.653877731, + "LDH_Level": 138.257434, + "Calcium_Level": 8.940469597, + "Phosphorus_Level": 4.17682177, + "Glucose_Level": 106.0401107, + "Potassium_Level": 4.057703412, + "Sodium_Level": 143.3533216, + "Smoking_Pack_Years": 61.65397629 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.15358555, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.27080504, + "White_Blood_Cell_Count": 4.816703838, + "Platelet_Count": 441.0006639, + "Albumin_Level": 3.459356507, + "Alkaline_Phosphatase_Level": 96.7045656, + "Alanine_Aminotransferase_Level": 37.64389225, + "Aspartate_Aminotransferase_Level": 30.88739738, + "Creatinine_Level": 1.172010246, + "LDH_Level": 118.9806396, + "Calcium_Level": 9.890270156, + "Phosphorus_Level": 4.00300146, + "Glucose_Level": 130.3053926, + "Potassium_Level": 3.981151667, + "Sodium_Level": 142.7348681, + "Smoking_Pack_Years": 39.11874497 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.50781075, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.46015439, + "White_Blood_Cell_Count": 6.0465206, + "Platelet_Count": 388.1784576, + "Albumin_Level": 4.178903546, + "Alkaline_Phosphatase_Level": 93.66779941, + "Alanine_Aminotransferase_Level": 23.47193992, + "Aspartate_Aminotransferase_Level": 23.69236435, + "Creatinine_Level": 0.846714058, + "LDH_Level": 150.9732214, + "Calcium_Level": 9.575368484, + "Phosphorus_Level": 4.276317012, + "Glucose_Level": 70.91663518, + "Potassium_Level": 4.025864913, + "Sodium_Level": 142.3625386, + "Smoking_Pack_Years": 11.14347838 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.1118486, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.67359827, + "White_Blood_Cell_Count": 7.539334409, + "Platelet_Count": 231.8151152, + "Albumin_Level": 3.463092233, + "Alkaline_Phosphatase_Level": 115.0503878, + "Alanine_Aminotransferase_Level": 24.39774941, + "Aspartate_Aminotransferase_Level": 36.14215732, + "Creatinine_Level": 0.598204933, + "LDH_Level": 228.5101025, + "Calcium_Level": 8.759447566, + "Phosphorus_Level": 2.587236896, + "Glucose_Level": 110.556882, + "Potassium_Level": 3.739544875, + "Sodium_Level": 142.6888523, + "Smoking_Pack_Years": 46.44013898 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.92120628, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.15802865, + "White_Blood_Cell_Count": 6.54485632, + "Platelet_Count": 287.7187408, + "Albumin_Level": 3.806643052, + "Alkaline_Phosphatase_Level": 111.8750604, + "Alanine_Aminotransferase_Level": 15.76753385, + "Aspartate_Aminotransferase_Level": 22.92142803, + "Creatinine_Level": 0.771962296, + "LDH_Level": 244.4075775, + "Calcium_Level": 8.893173511, + "Phosphorus_Level": 3.395407617, + "Glucose_Level": 112.8189809, + "Potassium_Level": 3.828194992, + "Sodium_Level": 139.1013067, + "Smoking_Pack_Years": 5.847363324 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.12883747, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.49802897, + "White_Blood_Cell_Count": 8.123726113, + "Platelet_Count": 290.9748895, + "Albumin_Level": 3.413731139, + "Alkaline_Phosphatase_Level": 80.51249763, + "Alanine_Aminotransferase_Level": 22.32692748, + "Aspartate_Aminotransferase_Level": 16.78144351, + "Creatinine_Level": 0.750727288, + "LDH_Level": 220.1626484, + "Calcium_Level": 8.766751786, + "Phosphorus_Level": 4.694667261, + "Glucose_Level": 135.9941083, + "Potassium_Level": 4.354596554, + "Sodium_Level": 139.8949841, + "Smoking_Pack_Years": 1.810655179 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.89142223, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.48400426, + "White_Blood_Cell_Count": 4.954608977, + "Platelet_Count": 241.6572388, + "Albumin_Level": 3.286488183, + "Alkaline_Phosphatase_Level": 71.9257999, + "Alanine_Aminotransferase_Level": 14.50116979, + "Aspartate_Aminotransferase_Level": 26.38763529, + "Creatinine_Level": 1.073291835, + "LDH_Level": 143.630703, + "Calcium_Level": 8.8556584, + "Phosphorus_Level": 3.210319347, + "Glucose_Level": 81.82963692, + "Potassium_Level": 4.31577116, + "Sodium_Level": 141.8177926, + "Smoking_Pack_Years": 88.10005151 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 110.4581385, + "Alanine_Aminotransferase_Level": 16.91198922, + "Aspartate_Aminotransferase_Level": 40.87051185, + "Creatinine_Level": 1.367942042, + "LDH_Level": 229.9610138, + "Calcium_Level": 10.33970292, + "Phosphorus_Level": 4.14335197, + "Glucose_Level": 135.1587396, + "Potassium_Level": 3.916492556, + "Sodium_Level": 137.3292732, + "Smoking_Pack_Years": 94.0522071 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.36429132, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.3755938, + "White_Blood_Cell_Count": 8.861919459, + "Platelet_Count": 230.1325447, + "Albumin_Level": 3.142228974, + "Alkaline_Phosphatase_Level": 36.63429711, + "Alanine_Aminotransferase_Level": 32.39574969, + "Aspartate_Aminotransferase_Level": 24.79133374, + "Creatinine_Level": 0.558940077, + "LDH_Level": 242.0889202, + "Calcium_Level": 9.690709284, + "Phosphorus_Level": 2.904399079, + "Glucose_Level": 120.2157342, + "Potassium_Level": 4.253255819, + "Sodium_Level": 137.419425, + "Smoking_Pack_Years": 37.82470814 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.75250372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.52739696, + "White_Blood_Cell_Count": 9.458182989, + "Platelet_Count": 283.3664247, + "Albumin_Level": 4.348860121, + "Alkaline_Phosphatase_Level": 59.37280556, + "Alanine_Aminotransferase_Level": 15.80858066, + "Aspartate_Aminotransferase_Level": 43.18496409, + "Creatinine_Level": 0.787349097, + "LDH_Level": 101.8999068, + "Calcium_Level": 8.560299686, + "Phosphorus_Level": 4.936727633, + "Glucose_Level": 85.1277855, + "Potassium_Level": 4.368369737, + "Sodium_Level": 138.0711038, + "Smoking_Pack_Years": 83.41447455 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.62097394, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.59913049, + "White_Blood_Cell_Count": 8.302881452, + "Platelet_Count": 390.5854662, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.38393311, + "White_Blood_Cell_Count": 5.637563303, + "Platelet_Count": 285.8512972, + "Albumin_Level": 4.038754381, + "Alkaline_Phosphatase_Level": 32.10338117, + "Alanine_Aminotransferase_Level": 7.873341401, + "Aspartate_Aminotransferase_Level": 31.32585324, + "Creatinine_Level": 0.605668166, + "LDH_Level": 242.8553064, + "Calcium_Level": 8.902229943, + "Phosphorus_Level": 3.777248598, + "Glucose_Level": 75.16206306, + "Potassium_Level": 4.41668839, + "Sodium_Level": 141.7446134, + "Smoking_Pack_Years": 97.11282709 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.88320188, + "White_Blood_Cell_Count": 4.094465642, + "Platelet_Count": 364.2880331, + "Albumin_Level": 3.311573832, + "Alkaline_Phosphatase_Level": 112.1785199, + "Alanine_Aminotransferase_Level": 27.30934669, + "Aspartate_Aminotransferase_Level": 24.00096427, + "Creatinine_Level": 0.902293424, + "LDH_Level": 168.164076, + "Calcium_Level": 9.752179267, + "Phosphorus_Level": 2.848460882, + "Glucose_Level": 121.9945674, + "Potassium_Level": 3.795510863, + "Sodium_Level": 143.6082844, + "Smoking_Pack_Years": 34.37551241 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.30378341, + "White_Blood_Cell_Count": 6.242247313, + "Platelet_Count": 332.6838287, + "Albumin_Level": 4.294926261, + "Alkaline_Phosphatase_Level": 32.40842368, + "Alanine_Aminotransferase_Level": 6.031080506, + "Aspartate_Aminotransferase_Level": 45.60517578, + "Creatinine_Level": 1.211655484, + "LDH_Level": 156.9980307, + "Calcium_Level": 10.1049681, + "Phosphorus_Level": 3.525720521, + "Glucose_Level": 149.0585819, + "Potassium_Level": 4.468412366, + "Sodium_Level": 137.4190755, + "Smoking_Pack_Years": 36.58355445 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 10.38072711, + "Phosphorus_Level": 4.750995272, + "Glucose_Level": 121.8015171, + "Potassium_Level": 4.912301266, + "Sodium_Level": 143.0766483, + "Smoking_Pack_Years": 19.93101354 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.66434802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.13655164, + "White_Blood_Cell_Count": 8.600352918, + "Platelet_Count": 309.7906338, + "Albumin_Level": 3.279649776, + "Alkaline_Phosphatase_Level": 33.78251825, + "Alanine_Aminotransferase_Level": 38.7751673, + "Aspartate_Aminotransferase_Level": 40.09220664, + "Creatinine_Level": 0.746820712, + "LDH_Level": 140.2857307, + "Calcium_Level": 8.780044872, + "Phosphorus_Level": 3.578430372, + "Glucose_Level": 99.59849447, + "Potassium_Level": 3.620039392, + "Sodium_Level": 143.1840461, + "Smoking_Pack_Years": 53.97607102 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.75979873, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.39990206, + "White_Blood_Cell_Count": 8.094665126, + "Platelet_Count": 337.4839369, + "Albumin_Level": 3.285508379, + "Alkaline_Phosphatase_Level": 72.58711752, + "Alanine_Aminotransferase_Level": 9.44575012, + "Aspartate_Aminotransferase_Level": 39.86957459, + "Creatinine_Level": 0.684507371, + "LDH_Level": 130.8587218, + "Calcium_Level": 10.32437125, + "Phosphorus_Level": 3.995672196, + "Glucose_Level": 135.6604039, + "Potassium_Level": 4.736456545, + "Sodium_Level": 139.554827, + "Smoking_Pack_Years": 55.73558397 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.56353251, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.01753098, + "White_Blood_Cell_Count": 5.526270194, + "Platelet_Count": 343.4747244, + "Albumin_Level": 4.159107785, + "Alkaline_Phosphatase_Level": 92.53372457, + "Alanine_Aminotransferase_Level": 10.59580876, + "Aspartate_Aminotransferase_Level": 24.58334953, + "Creatinine_Level": 0.815370507, + "LDH_Level": 229.118539, + "Calcium_Level": 8.74139143, + "Phosphorus_Level": 3.206461256, + "Glucose_Level": 143.2305861, + "Potassium_Level": 4.391988047, + "Sodium_Level": 140.275364, + "Smoking_Pack_Years": 54.1855652 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.427638349, + "Phosphorus_Level": 3.296144025, + "Glucose_Level": 76.37832693, + "Potassium_Level": 4.625783637, + "Sodium_Level": 138.0421249, + "Smoking_Pack_Years": 82.55060849 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.14575108, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.11676299, + "White_Blood_Cell_Count": 9.526332704, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.77810034, + "White_Blood_Cell_Count": 9.518532564, + "Platelet_Count": 355.314965, + "Albumin_Level": 4.036102003, + "Alkaline_Phosphatase_Level": 78.80475982, + "Alanine_Aminotransferase_Level": 30.75274302, + "Aspartate_Aminotransferase_Level": 16.15395371, + "Creatinine_Level": 1.300315544, + "LDH_Level": 181.0736023, + "Calcium_Level": 9.099339896, + "Phosphorus_Level": 2.86106167, + "Glucose_Level": 100.1105917, + "Potassium_Level": 3.666686669, + "Sodium_Level": 143.9550811, + "Smoking_Pack_Years": 63.73772042 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.1675285, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.76377354, + "White_Blood_Cell_Count": 7.013391817, + "Platelet_Count": 209.8318006, + "Albumin_Level": 3.104700735, + "Alkaline_Phosphatase_Level": 60.92484349, + "Alanine_Aminotransferase_Level": 35.81489148, + "Aspartate_Aminotransferase_Level": 49.75882168, + "Creatinine_Level": 1.250059162, + "LDH_Level": 230.6503141, + "Calcium_Level": 10.10804981, + "Phosphorus_Level": 4.481493981, + "Glucose_Level": 75.57896674, + "Potassium_Level": 3.986616042, + "Sodium_Level": 137.4586815, + "Smoking_Pack_Years": 77.28735246 + }, + { + "Age": 32, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.52094856, + "White_Blood_Cell_Count": 9.701005056, + "Platelet_Count": 199.8349595, + "Albumin_Level": 4.21704473, + "Alkaline_Phosphatase_Level": 43.62352655, + "Alanine_Aminotransferase_Level": 33.79308951, + "Aspartate_Aminotransferase_Level": 29.3438625, + "Creatinine_Level": 1.185552663, + "LDH_Level": 104.7256327, + "Calcium_Level": 9.138733781, + "Phosphorus_Level": 4.557684667, + "Glucose_Level": 137.8187362, + "Potassium_Level": 4.037888316, + "Sodium_Level": 138.6012717, + "Smoking_Pack_Years": 5.848076786 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.9427043, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.30135914, + "White_Blood_Cell_Count": 7.454476797, + "Platelet_Count": 270.3362395, + "Albumin_Level": 4.70773169, + "Alkaline_Phosphatase_Level": 94.11616168, + "Alanine_Aminotransferase_Level": 30.01598751, + "Aspartate_Aminotransferase_Level": 42.69262471, + "Creatinine_Level": 0.504735561, + "LDH_Level": 126.5522788, + "Calcium_Level": 9.033189008, + "Phosphorus_Level": 3.735242604, + "Glucose_Level": 122.4100013, + "Potassium_Level": 3.680580924, + "Sodium_Level": 137.8479614, + "Smoking_Pack_Years": 63.01466942 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.89224138, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.21893614, + "White_Blood_Cell_Count": 6.849231717, + "Platelet_Count": 413.0448011, + "Albumin_Level": 4.482152223, + "Alkaline_Phosphatase_Level": 34.26253297, + "Alanine_Aminotransferase_Level": 31.20605733, + "Aspartate_Aminotransferase_Level": 48.3369882, + "Creatinine_Level": 1.114704311, + "LDH_Level": 167.1347547, + "Calcium_Level": 9.175178564, + "Phosphorus_Level": 3.897618471, + "Glucose_Level": 137.731427, + "Potassium_Level": 4.017979846, + "Sodium_Level": 144.0452005, + "Smoking_Pack_Years": 63.03834061 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.15746922, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.37348026, + "White_Blood_Cell_Count": 7.220539779, + "Platelet_Count": 159.4802286, + "Albumin_Level": 3.394719576, + "Alkaline_Phosphatase_Level": 47.29914735, + "Alanine_Aminotransferase_Level": 23.40184546, + "Aspartate_Aminotransferase_Level": 38.11035885, + "Creatinine_Level": 0.865570484, + "LDH_Level": 127.6354032, + "Calcium_Level": 9.510486375, + "Phosphorus_Level": 4.876777902, + "Glucose_Level": 86.05940142, + "Potassium_Level": 4.255042761, + "Sodium_Level": 142.5745774, + "Smoking_Pack_Years": 38.33697539 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.42558508, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.85903274, + "White_Blood_Cell_Count": 3.914396735, + "Platelet_Count": 272.8021943, + "Albumin_Level": 3.56228265, + "Alkaline_Phosphatase_Level": 34.74817705, + "Alanine_Aminotransferase_Level": 31.41704912, + "Aspartate_Aminotransferase_Level": 31.42286967, + "Creatinine_Level": 0.533599664, + "LDH_Level": 151.3348481, + "Calcium_Level": 8.136438364, + "Phosphorus_Level": 4.748637006, + "Glucose_Level": 141.1861726, + "Potassium_Level": 4.133103529, + "Sodium_Level": 142.6582533, + "Smoking_Pack_Years": 32.39857675 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.12055836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.9903025, + "White_Blood_Cell_Count": 8.570801651, + "Platelet_Count": 211.5457042, + "Albumin_Level": 4.813674833, + "Alkaline_Phosphatase_Level": 74.74319495, + "Alanine_Aminotransferase_Level": 28.27894743, + "Aspartate_Aminotransferase_Level": 49.63362616, + "Creatinine_Level": 1.125014012, + "LDH_Level": 124.1631681, + "Calcium_Level": 9.701904522, + "Phosphorus_Level": 3.703419718, + "Glucose_Level": 106.7155714, + "Potassium_Level": 4.123148449, + "Sodium_Level": 136.4770897, + "Smoking_Pack_Years": 63.31391683 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.49011588, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.16362951, + "White_Blood_Cell_Count": 7.177643533, + "Platelet_Count": 190.6871131, + "Albumin_Level": 3.126084417, + "Alkaline_Phosphatase_Level": 30.6070318, + "Alanine_Aminotransferase_Level": 33.38037675, + "Aspartate_Aminotransferase_Level": 13.25715963, + "Creatinine_Level": 1.013643039, + "LDH_Level": 174.990539, + "Calcium_Level": 9.204616815, + "Phosphorus_Level": 2.727830194, + "Glucose_Level": 85.76571146, + "Potassium_Level": 3.847110376, + "Sodium_Level": 143.8840657, + "Smoking_Pack_Years": 61.24179064 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.29204329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.16651497, + "White_Blood_Cell_Count": 3.96043671, + "Platelet_Count": 266.9524559, + "Albumin_Level": 3.153061842, + "Alkaline_Phosphatase_Level": 91.2562504, + "Alanine_Aminotransferase_Level": 30.01654239, + "Aspartate_Aminotransferase_Level": 18.30953826, + "Creatinine_Level": 1.16810655, + "LDH_Level": 166.3013625, + "Calcium_Level": 8.111069022, + "Phosphorus_Level": 2.514642042, + "Glucose_Level": 92.9299245, + "Potassium_Level": 4.15526392, + "Sodium_Level": 137.4260418, + "Smoking_Pack_Years": 76.81713231 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.58868065, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": 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94.61917078 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.47252, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.29737787, + "White_Blood_Cell_Count": 9.249081541, + "Platelet_Count": 159.355863, + "Albumin_Level": 3.339471173, + "Alkaline_Phosphatase_Level": 93.05835782, + "Alanine_Aminotransferase_Level": 17.93455617, + "Aspartate_Aminotransferase_Level": 42.75113866, + "Creatinine_Level": 1.136598438, + "LDH_Level": 221.0659623, + "Calcium_Level": 10.34998788, + "Phosphorus_Level": 4.668348162, + "Glucose_Level": 144.9874472, + "Potassium_Level": 3.93124412, + "Sodium_Level": 140.644431, + "Smoking_Pack_Years": 22.34928985 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.70158859, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.70965679, + 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93.58006977 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.43970006, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.45685843, + "White_Blood_Cell_Count": 5.727484161, + "Platelet_Count": 339.8298127, + "Albumin_Level": 3.908774294, + "Alkaline_Phosphatase_Level": 43.87019748, + "Alanine_Aminotransferase_Level": 15.52798309, + "Aspartate_Aminotransferase_Level": 13.61469917, + "Creatinine_Level": 1.059098561, + "LDH_Level": 195.1433753, + "Calcium_Level": 8.376128788, + "Phosphorus_Level": 4.53021523, + "Glucose_Level": 126.9258654, + "Potassium_Level": 3.678609483, + "Sodium_Level": 136.4654652, + "Smoking_Pack_Years": 15.71059845 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.9036979, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.88487057, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.98110961, + "White_Blood_Cell_Count": 6.301236676, + "Platelet_Count": 172.8280919, + "Albumin_Level": 4.640656458, + "Alkaline_Phosphatase_Level": 39.08316249, + "Alanine_Aminotransferase_Level": 7.664018201, + "Aspartate_Aminotransferase_Level": 17.77011147, + "Creatinine_Level": 0.590651446, + "LDH_Level": 125.467192, + "Calcium_Level": 8.421191417, + "Phosphorus_Level": 3.069790809, + "Glucose_Level": 129.8857822, + "Potassium_Level": 4.358587077, + "Sodium_Level": 135.561548, + "Smoking_Pack_Years": 55.65998949 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.9467804, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, 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"Smoking_Pack_Years": 3.704129769 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.76924762, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.41210794, + "White_Blood_Cell_Count": 7.629410224, + "Platelet_Count": 257.7986264, + "Albumin_Level": 3.573762209, + "Alkaline_Phosphatase_Level": 112.5303015, + "Alanine_Aminotransferase_Level": 15.27734671, + "Aspartate_Aminotransferase_Level": 41.60309672, + "Creatinine_Level": 0.605752478, + "LDH_Level": 217.8545704, + "Calcium_Level": 8.350604785, + "Phosphorus_Level": 3.29703783, + "Glucose_Level": 103.9636349, + "Potassium_Level": 3.582888789, + "Sodium_Level": 143.0672057, + "Smoking_Pack_Years": 86.72715868 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.10092146, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.48655606, + "White_Blood_Cell_Count": 9.43897961, + "Platelet_Count": 314.8826107, + "Albumin_Level": 3.245106542, + "Alkaline_Phosphatase_Level": 106.1817152, + "Alanine_Aminotransferase_Level": 12.63075193, + "Aspartate_Aminotransferase_Level": 43.70448289, + "Creatinine_Level": 0.897312616, + "LDH_Level": 187.1733687, + "Calcium_Level": 9.182527002, + "Phosphorus_Level": 4.352955346, + "Glucose_Level": 148.2265552, + "Potassium_Level": 4.8560384, + "Sodium_Level": 143.1793118, + "Smoking_Pack_Years": 7.999625201 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.8322297, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.48394901, + "White_Blood_Cell_Count": 9.916569076, + "Platelet_Count": 197.6700377, + "Albumin_Level": 4.245716372, + "Alkaline_Phosphatase_Level": 36.67166228, + "Alanine_Aminotransferase_Level": 30.27378928, + "Aspartate_Aminotransferase_Level": 20.94389017, + "Creatinine_Level": 1.287337057, + "LDH_Level": 171.3150202, + "Calcium_Level": 9.699127774, + "Phosphorus_Level": 3.096129244, + "Glucose_Level": 117.9012592, + "Potassium_Level": 4.521548403, + "Sodium_Level": 139.135151, + "Smoking_Pack_Years": 95.39109299 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.48166921, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.77288673, + "White_Blood_Cell_Count": 7.213754696, + "Platelet_Count": 277.1770416, + "Albumin_Level": 3.296712549, + "Alkaline_Phosphatase_Level": 30.36238012, + "Alanine_Aminotransferase_Level": 23.64059434, + "Aspartate_Aminotransferase_Level": 34.39999448, + "Creatinine_Level": 0.786996191, + "LDH_Level": 120.2693661, + "Calcium_Level": 10.05908169, + "Phosphorus_Level": 4.51762449, + "Glucose_Level": 87.50309524, + "Potassium_Level": 3.99031227, + "Sodium_Level": 135.0882566, + "Smoking_Pack_Years": 77.52209436 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.1099793, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.96955704, + "White_Blood_Cell_Count": 4.302014131, + "Platelet_Count": 218.3425021, + "Albumin_Level": 3.136559172, + "Alkaline_Phosphatase_Level": 45.39055416, + "Alanine_Aminotransferase_Level": 21.49534494, + "Aspartate_Aminotransferase_Level": 32.4599352, + "Creatinine_Level": 1.259917565, + "LDH_Level": 194.8368647, + "Calcium_Level": 10.38213822, + "Phosphorus_Level": 4.586674564, + "Glucose_Level": 101.3108988, + "Potassium_Level": 3.726544957, + "Sodium_Level": 144.4901332, + "Smoking_Pack_Years": 35.02306363 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.82188139, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.96267, + "White_Blood_Cell_Count": 6.820114595, + "Platelet_Count": 268.5839791, + "Albumin_Level": 3.87755145, + "Alkaline_Phosphatase_Level": 38.24484893, + "Alanine_Aminotransferase_Level": 26.55428203, + "Aspartate_Aminotransferase_Level": 49.55808779, + "Creatinine_Level": 0.905999267, + "LDH_Level": 161.9535112, + "Calcium_Level": 8.681756947, + "Phosphorus_Level": 4.521968951, + "Glucose_Level": 95.75028658, + "Potassium_Level": 3.836114213, + "Sodium_Level": 142.5961465, + "Smoking_Pack_Years": 0.227015591 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.78163921, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.97198599, + "White_Blood_Cell_Count": 7.504079229, + "Platelet_Count": 277.0813789, + "Albumin_Level": 3.757469586, + "Alkaline_Phosphatase_Level": 50.94186339, + "Alanine_Aminotransferase_Level": 12.42796989, + "Aspartate_Aminotransferase_Level": 21.63117355, + "Creatinine_Level": 1.187472883, + "LDH_Level": 166.6809436, + "Calcium_Level": 8.120600649, + "Phosphorus_Level": 2.637491461, + "Glucose_Level": 141.2610283, + "Potassium_Level": 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38.45886439, + "Aspartate_Aminotransferase_Level": 33.06399009, + "Creatinine_Level": 0.965156702, + "LDH_Level": 174.468423, + "Calcium_Level": 9.025297069, + "Phosphorus_Level": 3.224829815, + "Glucose_Level": 111.3338661, + "Potassium_Level": 4.893299851, + "Sodium_Level": 143.7470311, + "Smoking_Pack_Years": 66.07981494 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.80700738, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.80872858, + "White_Blood_Cell_Count": 8.159369138, + "Platelet_Count": 240.8044586, + "Albumin_Level": 3.583747614, + "Alkaline_Phosphatase_Level": 36.17592372, + "Alanine_Aminotransferase_Level": 12.8412059, + "Aspartate_Aminotransferase_Level": 36.71924896, + "Creatinine_Level": 0.556701715, + "LDH_Level": 168.7231847, + "Calcium_Level": 9.894600135, + "Phosphorus_Level": 2.667672316, + "Glucose_Level": 132.7904003, + "Potassium_Level": 4.629007774, + "Sodium_Level": 138.1705951, + "Smoking_Pack_Years": 3.422172573 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.45669175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.57629074, + "White_Blood_Cell_Count": 3.708011479, + "Platelet_Count": 256.9316268, + "Albumin_Level": 4.066472545, + "Alkaline_Phosphatase_Level": 74.99579911, + "Alanine_Aminotransferase_Level": 35.29716387, + "Aspartate_Aminotransferase_Level": 24.87717786, + "Creatinine_Level": 0.968549435, + "LDH_Level": 111.9851215, + "Calcium_Level": 8.603356927, + "Phosphorus_Level": 4.405664801, + "Glucose_Level": 143.1791151, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.89740228, + "White_Blood_Cell_Count": 5.664139479, + "Platelet_Count": 159.0051115, + "Albumin_Level": 3.143735073, + "Alkaline_Phosphatase_Level": 49.05010358, + "Alanine_Aminotransferase_Level": 27.12351186, + "Aspartate_Aminotransferase_Level": 45.65876833, + "Creatinine_Level": 1.437814462, + "LDH_Level": 108.0485739, + "Calcium_Level": 10.06666129, + "Phosphorus_Level": 2.931990091, + "Glucose_Level": 84.94137875, + "Potassium_Level": 4.733085265, + "Sodium_Level": 139.6028791, + "Smoking_Pack_Years": 8.920030153 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.78873984, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.67216101, + "White_Blood_Cell_Count": 7.196781449, + "Platelet_Count": 277.215719, + "Albumin_Level": 4.116270898, + "Alkaline_Phosphatase_Level": 115.0351074, + "Alanine_Aminotransferase_Level": 27.73994225, + "Aspartate_Aminotransferase_Level": 20.45312047, + "Creatinine_Level": 1.028089641, + "LDH_Level": 219.5707151, + "Calcium_Level": 8.775275987, + "Phosphorus_Level": 4.936322788, + "Glucose_Level": 91.11376553, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.84301276, + "White_Blood_Cell_Count": 7.978612394, + "Platelet_Count": 216.4387685, + "Albumin_Level": 3.049031878, + "Alkaline_Phosphatase_Level": 118.1388688, + "Alanine_Aminotransferase_Level": 33.60188462, + "Aspartate_Aminotransferase_Level": 27.26811627, + "Creatinine_Level": 0.681717015, + "LDH_Level": 166.1726346, + "Calcium_Level": 8.578455693, + "Phosphorus_Level": 3.412671234, + "Glucose_Level": 145.419011, + "Potassium_Level": 4.062541248, + "Sodium_Level": 136.6398167, + "Smoking_Pack_Years": 68.71489613 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.50098681, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.84712683, + "White_Blood_Cell_Count": 7.059537072, + "Platelet_Count": 411.2630733, + "Albumin_Level": 3.307728193, + "Alkaline_Phosphatase_Level": 87.52633601, + "Alanine_Aminotransferase_Level": 32.78434372, + "Aspartate_Aminotransferase_Level": 36.86385542, + "Creatinine_Level": 1.341047976, + "LDH_Level": 234.8447345, + "Calcium_Level": 10.1474021, + "Phosphorus_Level": 3.847734145, + "Glucose_Level": 101.2238547, + "Potassium_Level": 4.039229333, + "Sodium_Level": 140.9829547, + "Smoking_Pack_Years": 86.30946788 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.38695824, + "Tumor_Location": 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41.48353871, + "Alanine_Aminotransferase_Level": 30.42025946, + "Aspartate_Aminotransferase_Level": 40.7373724, + "Creatinine_Level": 1.191664218, + "LDH_Level": 195.6213493, + "Calcium_Level": 8.248080379, + "Phosphorus_Level": 4.039580674, + "Glucose_Level": 121.4038127, + "Potassium_Level": 4.795466608, + "Sodium_Level": 139.6516877, + "Smoking_Pack_Years": 73.59796155 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.766919, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.27209993, + "White_Blood_Cell_Count": 5.663455966, + "Platelet_Count": 332.9627319, + "Albumin_Level": 4.27488861, + "Alkaline_Phosphatase_Level": 79.19849752, + "Alanine_Aminotransferase_Level": 7.388563201, + "Aspartate_Aminotransferase_Level": 23.69297162, + "Creatinine_Level": 0.88436301, + "LDH_Level": 204.5259112, + "Calcium_Level": 8.851918486, + "Phosphorus_Level": 4.974809628, + "Glucose_Level": 143.9330947, + "Potassium_Level": 4.693964462, + "Sodium_Level": 142.3732145, + "Smoking_Pack_Years": 72.45331208 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": 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138.8662993, + "Calcium_Level": 9.277605446, + "Phosphorus_Level": 3.354993496, + "Glucose_Level": 93.71377674, + "Potassium_Level": 4.666661945, + "Sodium_Level": 137.3793366, + "Smoking_Pack_Years": 37.74333224 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.37841401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.87812207, + "White_Blood_Cell_Count": 5.075364007, + "Platelet_Count": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.2604944, + "White_Blood_Cell_Count": 4.649981257, + "Platelet_Count": 385.518594, + "Albumin_Level": 3.454363991, + "Alkaline_Phosphatase_Level": 39.43719835, + "Alanine_Aminotransferase_Level": 22.99315492, + "Aspartate_Aminotransferase_Level": 34.56577842, + "Creatinine_Level": 1.433133921, + "LDH_Level": 216.1594771, + "Calcium_Level": 8.053693344, + "Phosphorus_Level": 4.515991442, + "Glucose_Level": 99.43024303, + "Potassium_Level": 3.998803678, + "Sodium_Level": 135.9902936, + "Smoking_Pack_Years": 47.43272018 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.16688477, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.374938, + "White_Blood_Cell_Count": 6.879022626, + "Platelet_Count": 171.5717858, + "Albumin_Level": 3.931848113, + "Alkaline_Phosphatase_Level": 110.1255062, + "Alanine_Aminotransferase_Level": 25.7892377, + "Aspartate_Aminotransferase_Level": 12.36147569, + "Creatinine_Level": 0.780788961, 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"Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.11576693, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.88258241, + "White_Blood_Cell_Count": 5.590063196, + "Platelet_Count": 384.5356266, + "Albumin_Level": 3.724411048, + "Alkaline_Phosphatase_Level": 88.47328976, + "Alanine_Aminotransferase_Level": 29.76274692, + "Aspartate_Aminotransferase_Level": 24.73802246, + "Creatinine_Level": 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"Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.09078789, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.89757288, + "White_Blood_Cell_Count": 6.525349559, + "Platelet_Count": 227.8833167, + "Albumin_Level": 4.204474999, + "Alkaline_Phosphatase_Level": 36.48004961, + "Alanine_Aminotransferase_Level": 21.47336342, + "Aspartate_Aminotransferase_Level": 42.88589798, + "Creatinine_Level": 1.039270204, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.24947959, + "White_Blood_Cell_Count": 4.362996931, + "Platelet_Count": 225.732826, + "Albumin_Level": 4.76456423, + "Alkaline_Phosphatase_Level": 45.58657932, + "Alanine_Aminotransferase_Level": 14.74178323, + "Aspartate_Aminotransferase_Level": 41.26347479, + "Creatinine_Level": 0.594140733, + "LDH_Level": 234.8381766, + "Calcium_Level": 8.920331081, + "Phosphorus_Level": 2.738212192, + "Glucose_Level": 89.34625186, + "Potassium_Level": 4.921731904, + "Sodium_Level": 138.6139404, + "Smoking_Pack_Years": 29.97186017 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.49267505, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.21087241, + "White_Blood_Cell_Count": 6.203299735, + "Platelet_Count": 378.7616091, + "Albumin_Level": 4.560996114, + "Alkaline_Phosphatase_Level": 91.87157302, + "Alanine_Aminotransferase_Level": 10.69037784, + "Aspartate_Aminotransferase_Level": 41.59179725, + "Creatinine_Level": 0.552366867, + "LDH_Level": 210.3241931, + "Calcium_Level": 10.45157774, + "Phosphorus_Level": 3.927838036, + "Glucose_Level": 71.44262324, + "Potassium_Level": 3.757970935, + "Sodium_Level": 135.945499, + "Smoking_Pack_Years": 64.39704026 + }, + { + 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1.116998275, + "LDH_Level": 168.9707319, + "Calcium_Level": 10.45044527, + "Phosphorus_Level": 3.731307114, + "Glucose_Level": 126.4955356, + "Potassium_Level": 4.193709717, + "Sodium_Level": 137.171757, + "Smoking_Pack_Years": 61.27394617 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.75146814, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.71487695, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.37968076, + "White_Blood_Cell_Count": 6.217087328, + "Platelet_Count": 167.2942788, + "Albumin_Level": 4.854358365, + "Alkaline_Phosphatase_Level": 36.36341674, + "Alanine_Aminotransferase_Level": 38.86955468, + "Aspartate_Aminotransferase_Level": 13.91235323, + "Creatinine_Level": 1.235487085, + "LDH_Level": 107.0326472, + "Calcium_Level": 9.269995857, + "Phosphorus_Level": 2.528504067, + "Glucose_Level": 147.6495389, + "Potassium_Level": 4.821275067, + "Sodium_Level": 135.9001739, + "Smoking_Pack_Years": 77.83429109 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.16430018, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.67552669, + "White_Blood_Cell_Count": 5.292805709, + "Platelet_Count": 176.3253357, + "Albumin_Level": 3.798241032, + "Alkaline_Phosphatase_Level": 60.14400699, + "Alanine_Aminotransferase_Level": 18.26503427, + "Aspartate_Aminotransferase_Level": 31.76043488, + "Creatinine_Level": 0.752370123, + "LDH_Level": 196.7219382, + "Calcium_Level": 8.750863088, + "Phosphorus_Level": 3.283680868, + "Glucose_Level": 108.4381103, + "Potassium_Level": 3.903261828, + "Sodium_Level": 138.1183736, + "Smoking_Pack_Years": 89.34633107 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.6892051, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.03134523, + "White_Blood_Cell_Count": 6.677668925, + "Platelet_Count": 405.1413995, + "Albumin_Level": 3.648987069, + "Alkaline_Phosphatase_Level": 30.77975457, + "Alanine_Aminotransferase_Level": 24.86524603, + "Aspartate_Aminotransferase_Level": 10.99483206, + "Creatinine_Level": 1.084987008, + "LDH_Level": 235.2433486, + "Calcium_Level": 9.70560332, + "Phosphorus_Level": 3.03451819, + "Glucose_Level": 99.47166791, + "Potassium_Level": 4.158310985, + "Sodium_Level": 138.0144779, + "Smoking_Pack_Years": 60.7184051 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.62540648, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.66383717, + "White_Blood_Cell_Count": 4.107565983, + "Platelet_Count": 431.3375928, + "Albumin_Level": 4.631596352, + "Alkaline_Phosphatase_Level": 114.900873, + "Alanine_Aminotransferase_Level": 21.70853099, + "Aspartate_Aminotransferase_Level": 23.36037503, + "Creatinine_Level": 0.608537427, + "LDH_Level": 191.4081296, + "Calcium_Level": 9.108621363, + "Phosphorus_Level": 3.722902242, + "Glucose_Level": 136.1040327, + "Potassium_Level": 4.295419936, + "Sodium_Level": 135.2709604, + "Smoking_Pack_Years": 19.81946963 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.01601473, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.27168911, + "White_Blood_Cell_Count": 7.301922629, + "Platelet_Count": 419.1598986, + "Albumin_Level": 4.902804982, + "Alkaline_Phosphatase_Level": 48.25757087, + "Alanine_Aminotransferase_Level": 15.02738432, + "Aspartate_Aminotransferase_Level": 41.67855873, + "Creatinine_Level": 1.187757625, + "LDH_Level": 173.083731, + "Calcium_Level": 8.137560359, + "Phosphorus_Level": 4.135888661, + "Glucose_Level": 120.0170715, + "Potassium_Level": 3.891409548, + "Sodium_Level": 138.1350915, + "Smoking_Pack_Years": 15.47534268 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.26467588, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.60275457, + "White_Blood_Cell_Count": 9.267370913, + "Platelet_Count": 270.6088167, + "Albumin_Level": 4.221077303, + "Alkaline_Phosphatase_Level": 78.23304281, + "Alanine_Aminotransferase_Level": 31.26189473, + "Aspartate_Aminotransferase_Level": 26.54835523, + "Creatinine_Level": 0.698792013, + "LDH_Level": 181.6212458, + "Calcium_Level": 8.227902069, + "Phosphorus_Level": 2.813080638, + "Glucose_Level": 109.9257134, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.77318258, + "White_Blood_Cell_Count": 6.386055085, + "Platelet_Count": 339.0737916, + "Albumin_Level": 4.706414165, + "Alkaline_Phosphatase_Level": 58.53064401, + "Alanine_Aminotransferase_Level": 19.81431984, + "Aspartate_Aminotransferase_Level": 13.57797815, + "Creatinine_Level": 1.230912724, + "LDH_Level": 151.7413305, + "Calcium_Level": 8.856132341, + "Phosphorus_Level": 4.760838052, + "Glucose_Level": 125.2343435, + "Potassium_Level": 3.613691076, + "Sodium_Level": 141.5932381, + "Smoking_Pack_Years": 60.1036546 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.5065971, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 36.54610121, + "Aspartate_Aminotransferase_Level": 33.87179096, + "Creatinine_Level": 1.228613024, + "LDH_Level": 152.0698234, + "Calcium_Level": 9.487557032, + "Phosphorus_Level": 3.10628928, + "Glucose_Level": 97.60651147, + "Potassium_Level": 4.626434367, + "Sodium_Level": 137.9958339, + "Smoking_Pack_Years": 94.8865487 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.81817581, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.29498036, + "White_Blood_Cell_Count": 4.78916875, + "Platelet_Count": 161.9732031, + "Albumin_Level": 4.512073878, + "Alkaline_Phosphatase_Level": 99.80642749, + "Alanine_Aminotransferase_Level": 17.168115, + "Aspartate_Aminotransferase_Level": 42.15202904, + "Creatinine_Level": 1.499951006, + "LDH_Level": 130.6844653, + "Calcium_Level": 8.101740076, + "Phosphorus_Level": 3.665938063, + "Glucose_Level": 102.5184373, + "Potassium_Level": 4.167053631, + "Sodium_Level": 139.3490929, + "Smoking_Pack_Years": 79.02168821 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.72748796, + "Tumor_Location": "Lower 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+ "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.24611603, + "White_Blood_Cell_Count": 4.031217787, + "Platelet_Count": 342.2435998, + "Albumin_Level": 4.619960539, + "Alkaline_Phosphatase_Level": 112.3845346, + "Alanine_Aminotransferase_Level": 15.62772416, + "Aspartate_Aminotransferase_Level": 31.09841039, + "Creatinine_Level": 1.245347127, + "LDH_Level": 215.6928463, + "Calcium_Level": 8.083388412, + "Phosphorus_Level": 3.956904041, + "Glucose_Level": 85.50472078, + "Potassium_Level": 3.951239507, + "Sodium_Level": 141.6633704, + "Smoking_Pack_Years": 82.66111784 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.31162619, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.80518236, + "White_Blood_Cell_Count": 9.489828097, + "Platelet_Count": 227.7486178, + "Albumin_Level": 4.021102045, + "Alkaline_Phosphatase_Level": 48.29885195, + "Alanine_Aminotransferase_Level": 32.80125958, + "Aspartate_Aminotransferase_Level": 26.83227716, + "Creatinine_Level": 0.61795086, + "LDH_Level": 164.7976581, + "Calcium_Level": 9.849447817, + "Phosphorus_Level": 2.860944094, + "Glucose_Level": 147.0663196, + "Potassium_Level": 4.426522354, + "Sodium_Level": 141.4262248, + "Smoking_Pack_Years": 25.33572152 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.82954225, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.98896183, + "White_Blood_Cell_Count": 9.058452826, + "Platelet_Count": 343.9345334, + "Albumin_Level": 4.769797017, + "Alkaline_Phosphatase_Level": 118.4702267, + "Alanine_Aminotransferase_Level": 11.75991338, + "Aspartate_Aminotransferase_Level": 18.66002462, + "Creatinine_Level": 0.703130362, + "LDH_Level": 191.7821738, + "Calcium_Level": 10.49594242, + "Phosphorus_Level": 3.18106724, + "Glucose_Level": 102.9211364, + "Potassium_Level": 3.907090327, + "Sodium_Level": 140.6309117, + "Smoking_Pack_Years": 50.22086066 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.17713659, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.77048392, + "White_Blood_Cell_Count": 6.708062332, + "Platelet_Count": 250.1495697, + "Albumin_Level": 4.173344596, + "Alkaline_Phosphatase_Level": 38.07073514, + "Alanine_Aminotransferase_Level": 30.87494193, + "Aspartate_Aminotransferase_Level": 24.48684097, + "Creatinine_Level": 0.817616393, + "LDH_Level": 192.5495105, + "Calcium_Level": 9.034824697, + "Phosphorus_Level": 3.969873692, + "Glucose_Level": 77.4673999, + "Potassium_Level": 3.568752023, + "Sodium_Level": 143.7672789, + "Smoking_Pack_Years": 88.72155086 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.37471092, + "White_Blood_Cell_Count": 3.84416318, + "Platelet_Count": 195.1447099, + "Albumin_Level": 4.003332551, + "Alkaline_Phosphatase_Level": 55.16399392, + "Alanine_Aminotransferase_Level": 21.49689329, + "Aspartate_Aminotransferase_Level": 19.38226339, + "Creatinine_Level": 0.740514376, + "LDH_Level": 222.8145737, + "Calcium_Level": 9.520594883, + "Phosphorus_Level": 3.659932471, + "Glucose_Level": 138.5937013, + "Potassium_Level": 4.026592074, + "Sodium_Level": 141.9773463, + "Smoking_Pack_Years": 82.07491028 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 35.95136902, + "Alanine_Aminotransferase_Level": 23.63905021, + "Aspartate_Aminotransferase_Level": 44.74309678, + "Creatinine_Level": 0.636626239, + "LDH_Level": 232.0010847, + "Calcium_Level": 10.11936191, + "Phosphorus_Level": 4.61009643, + "Glucose_Level": 73.76731369, + "Potassium_Level": 4.932684419, + "Sodium_Level": 135.1837571, + "Smoking_Pack_Years": 67.38928468 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.36890356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.31571922, + "White_Blood_Cell_Count": 8.016978445, + "Platelet_Count": 364.0818145, + "Albumin_Level": 4.190166881, + "Alkaline_Phosphatase_Level": 85.91894646, + "Alanine_Aminotransferase_Level": 17.3433638, + "Aspartate_Aminotransferase_Level": 27.72876279, + "Creatinine_Level": 0.92716944, + "LDH_Level": 103.9104201, + "Calcium_Level": 9.165773946, + "Phosphorus_Level": 4.525635808, + "Glucose_Level": 128.117831, + "Potassium_Level": 4.321022178, + "Sodium_Level": 136.0646606, + "Smoking_Pack_Years": 73.39352934 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Tumor_Size_mm": 74.77439002, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.05462575, + "White_Blood_Cell_Count": 5.064014515, + "Platelet_Count": 205.302666, + "Albumin_Level": 4.082718507, + "Alkaline_Phosphatase_Level": 58.18748038, + "Alanine_Aminotransferase_Level": 12.30130125, + "Aspartate_Aminotransferase_Level": 29.04046064, + "Creatinine_Level": 0.679213883, + "LDH_Level": 148.4491571, + "Calcium_Level": 9.186377593, + "Phosphorus_Level": 4.790281039, + "Glucose_Level": 134.0757547, + "Potassium_Level": 4.959385725, + "Sodium_Level": 137.681785, + "Smoking_Pack_Years": 14.54255178 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.30208445, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.09760889, + "White_Blood_Cell_Count": 5.053888177, + "Platelet_Count": 226.6210866, + "Albumin_Level": 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"No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.00047581, + "White_Blood_Cell_Count": 4.48541054, + "Platelet_Count": 435.5526017, + "Albumin_Level": 3.834696729, + "Alkaline_Phosphatase_Level": 75.09222145, + "Alanine_Aminotransferase_Level": 38.33769033, + "Aspartate_Aminotransferase_Level": 21.62665624, + "Creatinine_Level": 0.53945742, + "LDH_Level": 217.7181024, + "Calcium_Level": 9.289054589, + "Phosphorus_Level": 3.293053917, + "Glucose_Level": 90.38922447, + "Potassium_Level": 4.747216101, + "Sodium_Level": 140.1245975, + "Smoking_Pack_Years": 74.81906289 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.87326559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.82897704, + "White_Blood_Cell_Count": 5.25176286, + "Platelet_Count": 324.9212917, + "Albumin_Level": 3.982123408, + "Alkaline_Phosphatase_Level": 79.59726187, + "Alanine_Aminotransferase_Level": 12.23330701, + "Aspartate_Aminotransferase_Level": 31.91940586, + "Creatinine_Level": 0.970439644, + "LDH_Level": 217.8512865, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.82951727, + "White_Blood_Cell_Count": 9.676368699, + "Platelet_Count": 359.1347821, + "Albumin_Level": 3.501185603, + "Alkaline_Phosphatase_Level": 87.19895167, + "Alanine_Aminotransferase_Level": 7.805761746, + "Aspartate_Aminotransferase_Level": 41.89062876, + "Creatinine_Level": 0.868580922, + "LDH_Level": 171.4593657, + "Calcium_Level": 9.964447482, + "Phosphorus_Level": 4.012739423, + "Glucose_Level": 109.4579429, + "Potassium_Level": 4.912128924, + "Sodium_Level": 137.9899541, + "Smoking_Pack_Years": 55.20127399 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.80093825, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "African 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46.54273562 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.21424035, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.57053157, + "White_Blood_Cell_Count": 9.305959689, + "Platelet_Count": 329.9464494, + "Albumin_Level": 4.052389366, + "Alkaline_Phosphatase_Level": 87.73868763, + "Alanine_Aminotransferase_Level": 17.99421197, + "Aspartate_Aminotransferase_Level": 22.97820464, + "Creatinine_Level": 1.322861584, + "LDH_Level": 151.8353397, + "Calcium_Level": 9.646508386, + "Phosphorus_Level": 3.954964233, + "Glucose_Level": 111.5793895, + "Potassium_Level": 3.771690185, + "Sodium_Level": 141.1257911, + "Smoking_Pack_Years": 89.51050585 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.97420813, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.99608061, + "White_Blood_Cell_Count": 5.60040694, + "Platelet_Count": 338.6364248, + "Albumin_Level": 4.721989348, + "Alkaline_Phosphatase_Level": 30.86688789, + "Alanine_Aminotransferase_Level": 16.65618588, + "Aspartate_Aminotransferase_Level": 22.26247833, + "Creatinine_Level": 1.172685364, + "LDH_Level": 154.9135097, + "Calcium_Level": 8.641773867, + "Phosphorus_Level": 2.732058691, + "Glucose_Level": 77.15829959, + "Potassium_Level": 4.506383017, + "Sodium_Level": 143.6705794, + "Smoking_Pack_Years": 99.82718183 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.52724988, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.05925015, + "White_Blood_Cell_Count": 7.803904316, + "Platelet_Count": 331.6860423, + "Albumin_Level": 4.724988616, + "Alkaline_Phosphatase_Level": 42.95567801, + "Alanine_Aminotransferase_Level": 33.2306224, + "Aspartate_Aminotransferase_Level": 24.47473889, + "Creatinine_Level": 1.32748941, + "LDH_Level": 205.6352503, + "Calcium_Level": 8.711913624, + "Phosphorus_Level": 4.14615934, + "Glucose_Level": 125.1785935, + "Potassium_Level": 3.703087551, + "Sodium_Level": 139.3910295, + "Smoking_Pack_Years": 22.18509892 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.56662572, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Aspartate_Aminotransferase_Level": 16.43428431, + "Creatinine_Level": 0.551129475, + "LDH_Level": 218.8639348, + "Calcium_Level": 8.129547468, + "Phosphorus_Level": 4.341034778, + "Glucose_Level": 93.4469947, + "Potassium_Level": 4.492660764, + "Sodium_Level": 140.9196829, + "Smoking_Pack_Years": 3.599827074 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.71043312, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 73, + 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29.14259345, + "Aspartate_Aminotransferase_Level": 47.52595868, + "Creatinine_Level": 1.097528609, + "LDH_Level": 144.3761422, + "Calcium_Level": 8.308265981, + "Phosphorus_Level": 4.147452514, + "Glucose_Level": 108.2851701, + "Potassium_Level": 3.582537474, + "Sodium_Level": 144.0614621, + "Smoking_Pack_Years": 42.30636645 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.84599795, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 87, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.73710694, + "White_Blood_Cell_Count": 4.67290927, + "Platelet_Count": 391.7675627, + "Albumin_Level": 4.802116036, + "Alkaline_Phosphatase_Level": 57.03632175, + "Alanine_Aminotransferase_Level": 32.5781882, + "Aspartate_Aminotransferase_Level": 20.3215591, + "Creatinine_Level": 0.937975347, + "LDH_Level": 185.2477366, + "Calcium_Level": 9.564625022, + "Phosphorus_Level": 4.641589709, + "Glucose_Level": 127.8256689, + "Potassium_Level": 4.633834231, + "Sodium_Level": 139.4696067, + "Smoking_Pack_Years": 91.04126514 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.68465374, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.38695239, + "White_Blood_Cell_Count": 5.515500809, + "Platelet_Count": 241.8077466, + "Albumin_Level": 4.454188164, + "Alkaline_Phosphatase_Level": 44.80691635, + "Alanine_Aminotransferase_Level": 18.04916869, + "Aspartate_Aminotransferase_Level": 17.99651187, + "Creatinine_Level": 1.307513915, + "LDH_Level": 114.3199444, + "Calcium_Level": 8.723458084, + "Phosphorus_Level": 2.99558094, + "Glucose_Level": 128.6311789, + "Potassium_Level": 4.570977112, 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"Alanine_Aminotransferase_Level": 23.26874208, + "Aspartate_Aminotransferase_Level": 29.45824949, + "Creatinine_Level": 1.110369295, + "LDH_Level": 132.0619567, + "Calcium_Level": 8.630960468, + "Phosphorus_Level": 2.550049435, + "Glucose_Level": 101.676625, + "Potassium_Level": 3.871038239, + "Sodium_Level": 137.6057943, + "Smoking_Pack_Years": 6.338624065 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.57112458, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.11109766, + "White_Blood_Cell_Count": 5.227786146, + "Platelet_Count": 276.7161588, + "Albumin_Level": 4.041145233, + "Alkaline_Phosphatase_Level": 102.3115287, + "Alanine_Aminotransferase_Level": 15.83321143, + "Aspartate_Aminotransferase_Level": 48.14539212, + "Creatinine_Level": 1.435611443, + "LDH_Level": 241.0889406, + "Calcium_Level": 9.618490657, + "Phosphorus_Level": 4.2928085, + "Glucose_Level": 148.5660814, + "Potassium_Level": 3.787440515, + "Sodium_Level": 141.1136133, + "Smoking_Pack_Years": 41.28749091 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.57690991, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.80020434, + "White_Blood_Cell_Count": 5.420957681, + "Platelet_Count": 158.7407202, + "Albumin_Level": 4.783712411, + "Alkaline_Phosphatase_Level": 32.32952577, + "Alanine_Aminotransferase_Level": 37.66042112, + "Aspartate_Aminotransferase_Level": 38.02244114, + "Creatinine_Level": 0.646963587, + "LDH_Level": 244.3819065, + "Calcium_Level": 9.214578736, + "Phosphorus_Level": 3.639763266, + "Glucose_Level": 130.3914917, + "Potassium_Level": 4.716501294, + "Sodium_Level": 138.9625401, + "Smoking_Pack_Years": 86.5931194 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.11634126, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.22042129, + "White_Blood_Cell_Count": 3.606143572, + "Platelet_Count": 270.3921821, + "Albumin_Level": 4.735146019, + "Alkaline_Phosphatase_Level": 100.5647605, + "Alanine_Aminotransferase_Level": 11.54779993, + "Aspartate_Aminotransferase_Level": 29.47698539, + "Creatinine_Level": 1.205350828, + "LDH_Level": 108.3458847, + "Calcium_Level": 10.08139657, + "Phosphorus_Level": 3.086538325, + "Glucose_Level": 113.6891687, + "Potassium_Level": 4.706900401, + "Sodium_Level": 136.8835453, + "Smoking_Pack_Years": 16.07211739 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.58800233, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.96119087, + "White_Blood_Cell_Count": 9.325190833, + "Platelet_Count": 303.1087595, + "Albumin_Level": 4.940173993, + "Alkaline_Phosphatase_Level": 85.34956337, + "Alanine_Aminotransferase_Level": 16.07016026, + "Aspartate_Aminotransferase_Level": 45.636002, + "Creatinine_Level": 0.997799571, + "LDH_Level": 172.1854436, + "Calcium_Level": 8.58915514, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.58973509, + "White_Blood_Cell_Count": 8.829543686, + "Platelet_Count": 334.3518582, + "Albumin_Level": 3.748789271, + "Alkaline_Phosphatase_Level": 35.83335011, + "Alanine_Aminotransferase_Level": 11.78997489, + "Aspartate_Aminotransferase_Level": 48.16923839, + "Creatinine_Level": 0.643543784, + "LDH_Level": 188.8945948, + "Calcium_Level": 8.06356374, + "Phosphorus_Level": 2.513684459, + "Glucose_Level": 104.9069949, + "Potassium_Level": 4.27118355, + "Sodium_Level": 139.7583672, + "Smoking_Pack_Years": 22.69999576 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.59090053, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.99869753, + "White_Blood_Cell_Count": 4.536432739, + "Platelet_Count": 204.3671486, + "Albumin_Level": 3.55656787, + "Alkaline_Phosphatase_Level": 57.53201993, + "Alanine_Aminotransferase_Level": 12.89702555, + "Aspartate_Aminotransferase_Level": 10.65601787, + "Creatinine_Level": 0.597589864, + "LDH_Level": 224.8228317, + "Calcium_Level": 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.46270823, + "White_Blood_Cell_Count": 9.4362955, + "Platelet_Count": 250.3579226, + "Albumin_Level": 4.39031619, + "Alkaline_Phosphatase_Level": 78.11589755, + "Alanine_Aminotransferase_Level": 18.91823445, + "Aspartate_Aminotransferase_Level": 45.63103424, + "Creatinine_Level": 1.212832999, + "LDH_Level": 225.8782986, + "Calcium_Level": 9.721393022, + "Phosphorus_Level": 2.715142604, + "Glucose_Level": 73.35495388, + "Potassium_Level": 4.835151821, + "Sodium_Level": 144.5167048, + "Smoking_Pack_Years": 30.38792994 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.66872396, + "White_Blood_Cell_Count": 5.583565692, + "Platelet_Count": 369.5243027, + "Albumin_Level": 4.27373051, + "Alkaline_Phosphatase_Level": 32.4273702, + "Alanine_Aminotransferase_Level": 18.97713371, + "Aspartate_Aminotransferase_Level": 37.33001701, + "Creatinine_Level": 0.916190227, + "LDH_Level": 131.4327998, + "Calcium_Level": 9.568423884, + "Phosphorus_Level": 4.668193949, + "Glucose_Level": 141.0675337, + "Potassium_Level": 4.272030047, + "Sodium_Level": 139.0300143, + "Smoking_Pack_Years": 64.29249624 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.97248774, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.64385205, + "White_Blood_Cell_Count": 4.946310328, + "Platelet_Count": 288.7670338, + "Albumin_Level": 3.995280409, + "Alkaline_Phosphatase_Level": 96.58174388, + "Alanine_Aminotransferase_Level": 27.22174418, + "Aspartate_Aminotransferase_Level": 36.93103128, + "Creatinine_Level": 0.541538189, + "LDH_Level": 247.9474345, + "Calcium_Level": 8.796492892, + "Phosphorus_Level": 3.419040216, + "Glucose_Level": 139.4547259, + "Potassium_Level": 4.139001939, + "Sodium_Level": 142.0001509, + "Smoking_Pack_Years": 72.78509507 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.14127873, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.15136734, + "White_Blood_Cell_Count": 7.086381534, + "Platelet_Count": 306.3242022, + "Albumin_Level": 3.342870609, + "Alkaline_Phosphatase_Level": 93.29681677, + "Alanine_Aminotransferase_Level": 15.82484434, + "Aspartate_Aminotransferase_Level": 23.31018251, + "Creatinine_Level": 0.898939634, + "LDH_Level": 117.9155438, + "Calcium_Level": 9.030143925, + "Phosphorus_Level": 3.190178368, + "Glucose_Level": 123.334363, + "Potassium_Level": 4.120691603, + "Sodium_Level": 137.6861984, + "Smoking_Pack_Years": 87.48489572 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.97910515, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.12466945, + "White_Blood_Cell_Count": 7.320280079, + "Platelet_Count": 330.8166832, + "Albumin_Level": 3.453814034, + "Alkaline_Phosphatase_Level": 108.9160555, + "Alanine_Aminotransferase_Level": 23.19083063, + "Aspartate_Aminotransferase_Level": 40.83868119, + "Creatinine_Level": 0.982735314, + "LDH_Level": 155.5448374, + "Calcium_Level": 10.24544442, + "Phosphorus_Level": 3.423392988, + "Glucose_Level": 87.33274338, + "Potassium_Level": 3.746731714, + "Sodium_Level": 144.8934269, + "Smoking_Pack_Years": 50.85704446 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.34961805, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.24205601, + "White_Blood_Cell_Count": 5.586432742, + "Platelet_Count": 184.996046, + "Albumin_Level": 3.902774515, + "Alkaline_Phosphatase_Level": 82.80673663, + "Alanine_Aminotransferase_Level": 30.08925955, + "Aspartate_Aminotransferase_Level": 32.06484085, + "Creatinine_Level": 0.736591588, + "LDH_Level": 158.8279969, + "Calcium_Level": 8.680515284, + "Phosphorus_Level": 3.226031447, + "Glucose_Level": 98.38949696, + "Potassium_Level": 3.750637815, + "Sodium_Level": 136.7586654, + "Smoking_Pack_Years": 60.18461277 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.87754386, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.72693758, + "White_Blood_Cell_Count": 3.506372192, + "Platelet_Count": 382.9692495, + "Albumin_Level": 3.863084758, + "Alkaline_Phosphatase_Level": 109.0085577, + "Alanine_Aminotransferase_Level": 28.23722798, + "Aspartate_Aminotransferase_Level": 20.28569879, + "Creatinine_Level": 1.364894832, + "LDH_Level": 248.1569486, + "Calcium_Level": 10.37975642, + "Phosphorus_Level": 2.925362333, + "Glucose_Level": 82.30533969, + "Potassium_Level": 3.715782424, + "Sodium_Level": 143.0616894, + "Smoking_Pack_Years": 0.428127896 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.2395732, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.65896741, + "White_Blood_Cell_Count": 8.038494537, + "Platelet_Count": 447.4986747, + "Albumin_Level": 4.911755656, + "Alkaline_Phosphatase_Level": 31.36039433, + "Alanine_Aminotransferase_Level": 39.61843318, + "Aspartate_Aminotransferase_Level": 17.63141317, + "Creatinine_Level": 0.893425058, + "LDH_Level": 104.3828423, + "Calcium_Level": 8.292640848, + "Phosphorus_Level": 4.846287721, + "Glucose_Level": 94.60950183, + "Potassium_Level": 4.453769384, + "Sodium_Level": 136.9887079, + "Smoking_Pack_Years": 39.32557867 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.00602992, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.34916842, + "White_Blood_Cell_Count": 5.512835832, + "Platelet_Count": 372.960419, + "Albumin_Level": 3.844043408, + "Alkaline_Phosphatase_Level": 44.84593546, + "Alanine_Aminotransferase_Level": 25.2228153, + "Aspartate_Aminotransferase_Level": 35.14427921, + "Creatinine_Level": 1.357832032, + "LDH_Level": 208.0092103, + "Calcium_Level": 8.950038606, + "Phosphorus_Level": 4.803104164, + "Glucose_Level": 98.54142358, + "Potassium_Level": 4.40318551, + "Sodium_Level": 136.8101574, + "Smoking_Pack_Years": 24.09116156 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.70628026, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.66750093, + "White_Blood_Cell_Count": 8.827352623, + "Platelet_Count": 328.1984262, + "Albumin_Level": 4.87456267, + "Alkaline_Phosphatase_Level": 32.58959253, + "Alanine_Aminotransferase_Level": 18.01466467, + "Aspartate_Aminotransferase_Level": 24.6442902, + "Creatinine_Level": 0.571748017, + "LDH_Level": 180.3148798, + "Calcium_Level": 9.694825772, + "Phosphorus_Level": 2.602524802, + "Glucose_Level": 132.9196133, + "Potassium_Level": 4.607121556, + "Sodium_Level": 139.2654866, + "Smoking_Pack_Years": 36.57533147 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.21568808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.28219917, + "White_Blood_Cell_Count": 3.64123156, + "Platelet_Count": 408.6071102, + "Albumin_Level": 3.161501237, + "Alkaline_Phosphatase_Level": 119.0479975, + "Alanine_Aminotransferase_Level": 5.253127789, + "Aspartate_Aminotransferase_Level": 35.80550822, + "Creatinine_Level": 1.39412705, + "LDH_Level": 224.7063859, + "Calcium_Level": 9.240751429, + "Phosphorus_Level": 4.256421234, + "Glucose_Level": 139.0571043, + "Potassium_Level": 4.567666951, + "Sodium_Level": 141.3582522, + "Smoking_Pack_Years": 77.69341856 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.0269671, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.02641013, + "White_Blood_Cell_Count": 4.856725375, + "Platelet_Count": 339.1224843, + "Albumin_Level": 3.34707864, + "Alkaline_Phosphatase_Level": 88.04916035, + "Alanine_Aminotransferase_Level": 26.17171616, + "Aspartate_Aminotransferase_Level": 37.55936168, + "Creatinine_Level": 1.323809703, + "LDH_Level": 126.8745344, + "Calcium_Level": 8.82547095, + "Phosphorus_Level": 4.618899283, + "Glucose_Level": 97.47354359, + "Potassium_Level": 4.637827592, + "Sodium_Level": 138.3325476, + "Smoking_Pack_Years": 65.37880579 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.40504694, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.47440354, + "White_Blood_Cell_Count": 4.287966374, + "Platelet_Count": 211.4825181, + "Albumin_Level": 3.130155356, + "Alkaline_Phosphatase_Level": 93.80203679, + "Alanine_Aminotransferase_Level": 33.83433667, + "Aspartate_Aminotransferase_Level": 15.20113879, + "Creatinine_Level": 0.890980819, + "LDH_Level": 164.0434857, + "Calcium_Level": 8.686803644, + "Phosphorus_Level": 4.696847382, + "Glucose_Level": 140.6588038, + "Potassium_Level": 4.260455338, + "Sodium_Level": 143.8528241, + "Smoking_Pack_Years": 14.61983214 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.44983931, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.03564155, + "White_Blood_Cell_Count": 6.151932912, + "Platelet_Count": 191.3379919, + "Albumin_Level": 4.607818778, + "Alkaline_Phosphatase_Level": 87.5031945, + "Alanine_Aminotransferase_Level": 39.97472554, + "Aspartate_Aminotransferase_Level": 26.27240472, + "Creatinine_Level": 1.131723826, + "LDH_Level": 128.7620333, + "Calcium_Level": 8.227715323, + "Phosphorus_Level": 4.638403423, + "Glucose_Level": 115.0287428, + "Potassium_Level": 4.962232289, + "Sodium_Level": 136.8314019, + "Smoking_Pack_Years": 44.78117927 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.74416016, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.53997676, + "White_Blood_Cell_Count": 9.003266991, + "Platelet_Count": 296.7298408, + "Albumin_Level": 3.073903835, + "Alkaline_Phosphatase_Level": 81.57654774, + "Alanine_Aminotransferase_Level": 28.74342765, + "Aspartate_Aminotransferase_Level": 22.73426979, + "Creatinine_Level": 1.043017495, + "LDH_Level": 172.4996693, + "Calcium_Level": 9.505540561, + "Phosphorus_Level": 3.420968455, + 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"Alkaline_Phosphatase_Level": 48.25426425, + "Alanine_Aminotransferase_Level": 27.40976609, + "Aspartate_Aminotransferase_Level": 16.91340032, + "Creatinine_Level": 1.229587257, + "LDH_Level": 209.9235671, + "Calcium_Level": 8.592964356, + "Phosphorus_Level": 3.801735964, + "Glucose_Level": 147.3421786, + "Potassium_Level": 4.783133806, + "Sodium_Level": 135.3679536, + "Smoking_Pack_Years": 80.47102958 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.6317652, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.67446435, + "White_Blood_Cell_Count": 4.618169314, + "Platelet_Count": 290.0571756, + "Albumin_Level": 3.306360139, + "Alkaline_Phosphatase_Level": 78.59794952, + "Alanine_Aminotransferase_Level": 23.07459179, + "Aspartate_Aminotransferase_Level": 32.33890698, + "Creatinine_Level": 0.783450363, + "LDH_Level": 142.9092105, + "Calcium_Level": 8.637373281, + "Phosphorus_Level": 3.528058221, + "Glucose_Level": 89.7672133, + "Potassium_Level": 3.737573429, + "Sodium_Level": 137.3646114, + "Smoking_Pack_Years": 29.03311307 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.9235363, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.51527841, + "White_Blood_Cell_Count": 8.481557001, + "Platelet_Count": 248.1248246, + "Albumin_Level": 3.931905581, + "Alkaline_Phosphatase_Level": 33.55029781, + "Alanine_Aminotransferase_Level": 10.95937451, + "Aspartate_Aminotransferase_Level": 45.77581892, + "Creatinine_Level": 1.057543275, + "LDH_Level": 237.6622123, + "Calcium_Level": 8.324818304, + "Phosphorus_Level": 2.986321196, + "Glucose_Level": 114.7815539, + "Potassium_Level": 4.954831806, + "Sodium_Level": 139.4628702, + "Smoking_Pack_Years": 87.95357365 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.98851613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.80822305, + "White_Blood_Cell_Count": 5.599400214, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.80768234, + "White_Blood_Cell_Count": 7.874964837, + "Platelet_Count": 264.3943639, + "Albumin_Level": 3.034519573, + "Alkaline_Phosphatase_Level": 62.93515637, + "Alanine_Aminotransferase_Level": 26.27190662, + "Aspartate_Aminotransferase_Level": 28.61597286, + "Creatinine_Level": 1.28230387, + "LDH_Level": 231.3201956, + "Calcium_Level": 9.859025284, + "Phosphorus_Level": 4.363534712, + "Glucose_Level": 131.7713804, + "Potassium_Level": 4.262904799, + "Sodium_Level": 137.0968744, + "Smoking_Pack_Years": 40.39405021 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.9129331, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.59455, + "White_Blood_Cell_Count": 4.378679352, + "Platelet_Count": 174.7387649, + "Albumin_Level": 3.146535418, + "Alkaline_Phosphatase_Level": 35.01039909, + "Alanine_Aminotransferase_Level": 25.74989302, + "Aspartate_Aminotransferase_Level": 37.17513425, + "Creatinine_Level": 1.091880836, + "LDH_Level": 170.5308612, + "Calcium_Level": 9.20752818, + "Phosphorus_Level": 4.429026573, + "Glucose_Level": 97.58312639, + "Potassium_Level": 4.861950946, + "Sodium_Level": 142.7579774, + "Smoking_Pack_Years": 99.40577736 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.26229113, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.88826694, + "White_Blood_Cell_Count": 7.403832659, + "Platelet_Count": 431.0294727, + "Albumin_Level": 4.480540341, + "Alkaline_Phosphatase_Level": 47.20142551, + "Alanine_Aminotransferase_Level": 6.928267706, + "Aspartate_Aminotransferase_Level": 37.37525068, + "Creatinine_Level": 1.293687379, + "LDH_Level": 132.1902223, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.91815023, + "White_Blood_Cell_Count": 5.457339999, + "Platelet_Count": 320.3541223, + "Albumin_Level": 4.938091592, + "Alkaline_Phosphatase_Level": 92.75304028, + "Alanine_Aminotransferase_Level": 35.89582725, + "Aspartate_Aminotransferase_Level": 26.33483975, + "Creatinine_Level": 1.037688673, + "LDH_Level": 145.8128413, + "Calcium_Level": 9.223151557, + "Phosphorus_Level": 3.805940983, + "Glucose_Level": 78.60584833, + "Potassium_Level": 4.956234414, + "Sodium_Level": 143.4927554, + "Smoking_Pack_Years": 2.102558907 + }, + { + "Age": 61, + "Gender": 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228.4168805, + "Calcium_Level": 8.506267112, + "Phosphorus_Level": 4.426769073, + "Glucose_Level": 91.64877913, + "Potassium_Level": 3.51809408, + "Sodium_Level": 141.6184647, + "Smoking_Pack_Years": 30.3232446 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.78027485, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.49663509, + "White_Blood_Cell_Count": 4.552358073, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.90206094, + "White_Blood_Cell_Count": 6.57560017, + "Platelet_Count": 371.9271594, + "Albumin_Level": 4.337368736, + "Alkaline_Phosphatase_Level": 62.63573397, + "Alanine_Aminotransferase_Level": 27.16208814, + "Aspartate_Aminotransferase_Level": 12.80419204, + "Creatinine_Level": 0.764918184, + "LDH_Level": 247.2439884, + "Calcium_Level": 8.125029806, + "Phosphorus_Level": 3.455880675, + "Glucose_Level": 107.537318, + "Potassium_Level": 4.696760152, + "Sodium_Level": 138.2936867, + "Smoking_Pack_Years": 68.62801667 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.91097963, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "African 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"Creatinine_Level": 0.552260911, + "LDH_Level": 191.6398518, + "Calcium_Level": 8.531704983, + "Phosphorus_Level": 4.610398662, + "Glucose_Level": 108.6981292, + "Potassium_Level": 4.822701134, + "Sodium_Level": 144.7373627, + "Smoking_Pack_Years": 29.53378571 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.3921592, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.80906106, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.24169185, + "White_Blood_Cell_Count": 4.298959378, + "Platelet_Count": 426.9174205, + "Albumin_Level": 3.167332549, + "Alkaline_Phosphatase_Level": 117.8081181, + "Alanine_Aminotransferase_Level": 6.034820161, + "Aspartate_Aminotransferase_Level": 28.61664542, + "Creatinine_Level": 1.151338895, + "LDH_Level": 172.2417996, + "Calcium_Level": 9.680716751, + "Phosphorus_Level": 4.857112215, + "Glucose_Level": 86.98332235, + "Potassium_Level": 4.279511794, + "Sodium_Level": 143.1628422, + "Smoking_Pack_Years": 42.78278508 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.2773188, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.8072375, + "White_Blood_Cell_Count": 9.717755771, + "Platelet_Count": 163.4286247, + "Albumin_Level": 3.379314331, + "Alkaline_Phosphatase_Level": 84.07027101, + "Alanine_Aminotransferase_Level": 24.25702154, + "Aspartate_Aminotransferase_Level": 27.41313069, + "Creatinine_Level": 0.531781459, + "LDH_Level": 234.8476732, + "Calcium_Level": 8.290099835, + "Phosphorus_Level": 2.943179834, + "Glucose_Level": 80.78586316, + "Potassium_Level": 4.991388081, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 40.00921414, + "Creatinine_Level": 1.442699689, + "LDH_Level": 202.9631727, + "Calcium_Level": 8.650330603, + "Phosphorus_Level": 3.302326265, + "Glucose_Level": 92.03825011, + "Potassium_Level": 3.760834563, + "Sodium_Level": 139.9068693, + "Smoking_Pack_Years": 32.99259542 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.71928167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 77, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.91881781, + "White_Blood_Cell_Count": 3.668643142, + "Platelet_Count": 335.8583343, + "Albumin_Level": 3.501851906, + "Alkaline_Phosphatase_Level": 81.52006943, + "Alanine_Aminotransferase_Level": 33.00607285, + "Aspartate_Aminotransferase_Level": 26.26340871, + "Creatinine_Level": 0.525028953, + "LDH_Level": 231.0667427, + "Calcium_Level": 8.224139621, + "Phosphorus_Level": 3.98092632, + "Glucose_Level": 143.1678786, + "Potassium_Level": 4.49257984, + "Sodium_Level": 143.8607442, + "Smoking_Pack_Years": 91.12954933 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.05397469, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.90248336, + "White_Blood_Cell_Count": 8.249137475, + "Platelet_Count": 161.4317452, + "Albumin_Level": 3.063784975, + "Alkaline_Phosphatase_Level": 89.96697001, + "Alanine_Aminotransferase_Level": 35.92483286, + "Aspartate_Aminotransferase_Level": 30.02076863, + "Creatinine_Level": 0.73074287, + "LDH_Level": 101.8928748, + "Calcium_Level": 8.358017768, + "Phosphorus_Level": 4.226658712, + "Glucose_Level": 137.6817711, + "Potassium_Level": 4.929363185, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.92772538, + "White_Blood_Cell_Count": 9.706821363, + "Platelet_Count": 369.823308, + "Albumin_Level": 4.108562599, + "Alkaline_Phosphatase_Level": 53.58489103, + "Alanine_Aminotransferase_Level": 8.030954746, + "Aspartate_Aminotransferase_Level": 46.23345138, + "Creatinine_Level": 0.669135363, + "LDH_Level": 217.4565666, + "Calcium_Level": 9.658166098, + "Phosphorus_Level": 3.371308569, + "Glucose_Level": 135.9554635, + "Potassium_Level": 4.530595857, + "Sodium_Level": 135.6640592, + "Smoking_Pack_Years": 96.56893663 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.70600196, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.58853996, + "White_Blood_Cell_Count": 6.537738001, + "Platelet_Count": 392.5060246, + "Albumin_Level": 3.360435215, + "Alkaline_Phosphatase_Level": 62.07248686, + "Alanine_Aminotransferase_Level": 36.60813537, + "Aspartate_Aminotransferase_Level": 36.7840069, + "Creatinine_Level": 1.476608218, + "LDH_Level": 125.3995196, + "Calcium_Level": 10.30196845, + "Phosphorus_Level": 3.730737598, + "Glucose_Level": 141.6677032, + "Potassium_Level": 4.67975772, + "Sodium_Level": 139.4552402, + "Smoking_Pack_Years": 77.47147734 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.13821412, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.17188504, + "White_Blood_Cell_Count": 8.248145501, + "Platelet_Count": 168.3868421, + "Albumin_Level": 3.354821152, + "Alkaline_Phosphatase_Level": 108.2259718, + "Alanine_Aminotransferase_Level": 8.77103174, + "Aspartate_Aminotransferase_Level": 43.46870643, + "Creatinine_Level": 1.199307255, + "LDH_Level": 247.2050399, + "Calcium_Level": 10.18855743, + "Phosphorus_Level": 3.194555927, + "Glucose_Level": 79.74666149, + "Potassium_Level": 3.904802636, + "Sodium_Level": 144.7142883, + "Smoking_Pack_Years": 1.047793844 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.52902121, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Alanine_Aminotransferase_Level": 17.43183442, + "Aspartate_Aminotransferase_Level": 36.80967859, + "Creatinine_Level": 0.567539394, + "LDH_Level": 106.3447346, + "Calcium_Level": 10.29304258, + "Phosphorus_Level": 3.089916271, + "Glucose_Level": 148.3616859, + "Potassium_Level": 3.587989823, + "Sodium_Level": 141.0425002, + "Smoking_Pack_Years": 21.31820042 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.24660101, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.04850159, + "White_Blood_Cell_Count": 9.633931527, + "Platelet_Count": 323.6437576, + "Albumin_Level": 4.819159068, + "Alkaline_Phosphatase_Level": 83.02207588, + "Alanine_Aminotransferase_Level": 39.34126827, + "Aspartate_Aminotransferase_Level": 36.50417561, + "Creatinine_Level": 1.28587762, + "LDH_Level": 152.3082502, + "Calcium_Level": 10.14092668, + "Phosphorus_Level": 2.947347663, + "Glucose_Level": 119.1084999, + "Potassium_Level": 4.843662933, + "Sodium_Level": 137.0111652, + "Smoking_Pack_Years": 72.96472194 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.72511005, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.11492684, + "White_Blood_Cell_Count": 6.729540861, + "Platelet_Count": 408.1468503, + "Albumin_Level": 3.454700395, + "Alkaline_Phosphatase_Level": 33.73767709, + "Alanine_Aminotransferase_Level": 13.59321756, + "Aspartate_Aminotransferase_Level": 24.60561511, + "Creatinine_Level": 1.10613922, + "LDH_Level": 161.5681819, + "Calcium_Level": 10.49984211, + "Phosphorus_Level": 2.72663702, + "Glucose_Level": 129.4327728, + "Potassium_Level": 4.546032282, + "Sodium_Level": 142.7409968, + "Smoking_Pack_Years": 27.90659991 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.38776567, + "Tumor_Location": 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99.12887687, + "Potassium_Level": 3.644387193, + "Sodium_Level": 135.2071345, + "Smoking_Pack_Years": 30.08232909 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.68195756, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.64313333, + "White_Blood_Cell_Count": 8.179873544, + "Platelet_Count": 375.5968123, + "Albumin_Level": 3.463875076, + "Alkaline_Phosphatase_Level": 92.27759762, + "Alanine_Aminotransferase_Level": 16.61960308, + "Aspartate_Aminotransferase_Level": 20.1941785, + "Creatinine_Level": 0.553532714, + "LDH_Level": 225.3207311, + "Calcium_Level": 8.368584945, + "Phosphorus_Level": 3.040553923, + "Glucose_Level": 145.180489, + "Potassium_Level": 4.858458879, + "Sodium_Level": 139.2529862, + "Smoking_Pack_Years": 52.10693582 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.41594522, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.92406144, + "White_Blood_Cell_Count": 8.659968096, + "Platelet_Count": 226.5561201, + "Albumin_Level": 3.091146802, + "Alkaline_Phosphatase_Level": 80.81177504, + "Alanine_Aminotransferase_Level": 33.08736292, + "Aspartate_Aminotransferase_Level": 33.47634934, + "Creatinine_Level": 1.397347584, + "LDH_Level": 164.8471604, + "Calcium_Level": 10.16721883, + "Phosphorus_Level": 4.618218055, + "Glucose_Level": 119.8690938, + "Potassium_Level": 4.512231723, + "Sodium_Level": 135.8863443, + "Smoking_Pack_Years": 81.21277165 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.21212887, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.10287086, + "White_Blood_Cell_Count": 4.012599924, + "Platelet_Count": 382.8126212, + "Albumin_Level": 3.471946091, + "Alkaline_Phosphatase_Level": 85.10168426, + "Alanine_Aminotransferase_Level": 23.98797593, + "Aspartate_Aminotransferase_Level": 15.81269131, + "Creatinine_Level": 0.890021295, + "LDH_Level": 144.7469321, + "Calcium_Level": 9.764086047, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.47647944, + "White_Blood_Cell_Count": 8.269706082, + "Platelet_Count": 391.5942195, + "Albumin_Level": 4.302967231, + "Alkaline_Phosphatase_Level": 65.27954412, + "Alanine_Aminotransferase_Level": 28.32603657, + "Aspartate_Aminotransferase_Level": 35.15127568, + "Creatinine_Level": 1.447702727, + "LDH_Level": 187.1454019, + "Calcium_Level": 10.41036967, + "Phosphorus_Level": 2.52280683, + "Glucose_Level": 96.77741665, + "Potassium_Level": 4.567154792, + "Sodium_Level": 141.9481899, + "Smoking_Pack_Years": 40.39017223 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.10568799, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.57159514, + "White_Blood_Cell_Count": 5.669210517, + "Platelet_Count": 311.4792971, + "Albumin_Level": 3.070242537, + "Alkaline_Phosphatase_Level": 79.13167236, + "Alanine_Aminotransferase_Level": 37.26701432, + "Aspartate_Aminotransferase_Level": 24.33683407, + "Creatinine_Level": 0.877777494, + "LDH_Level": 192.4888734, + "Calcium_Level": 9.951275149, + "Phosphorus_Level": 4.00662385, + "Glucose_Level": 101.3042708, + "Potassium_Level": 4.272969955, + "Sodium_Level": 143.0958862, + "Smoking_Pack_Years": 59.3414338 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.67358493, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.75545775, + "White_Blood_Cell_Count": 3.918103074, + 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"Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.45279666, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.5289673, + "White_Blood_Cell_Count": 6.692256563, + "Platelet_Count": 211.1591017, + "Albumin_Level": 3.122924596, + "Alkaline_Phosphatase_Level": 117.1319351, + "Alanine_Aminotransferase_Level": 38.70924464, + "Aspartate_Aminotransferase_Level": 32.1270289, + "Creatinine_Level": 0.914216085, + "LDH_Level": 232.0705405, + "Calcium_Level": 8.50435963, + "Phosphorus_Level": 2.898527109, + "Glucose_Level": 138.4844511, + "Potassium_Level": 4.689132269, + "Sodium_Level": 143.1545375, + "Smoking_Pack_Years": 38.23263913 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.94332866, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.98548311, + "White_Blood_Cell_Count": 7.042015552, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.79839349, + "White_Blood_Cell_Count": 6.297327595, + "Platelet_Count": 169.1710128, + "Albumin_Level": 3.931040094, + "Alkaline_Phosphatase_Level": 69.61914116, + "Alanine_Aminotransferase_Level": 26.72162359, + "Aspartate_Aminotransferase_Level": 41.5551536, + "Creatinine_Level": 1.494558299, + "LDH_Level": 211.5016876, + "Calcium_Level": 9.732007564, + "Phosphorus_Level": 3.259752281, + "Glucose_Level": 141.0494769, + "Potassium_Level": 4.083081355, + "Sodium_Level": 144.4551633, + "Smoking_Pack_Years": 64.18598006 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.92468537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.0257148, + "White_Blood_Cell_Count": 7.054855584, + "Platelet_Count": 430.4687976, + "Albumin_Level": 3.107143802, + "Alkaline_Phosphatase_Level": 101.4336995, + "Alanine_Aminotransferase_Level": 39.7701158, + "Aspartate_Aminotransferase_Level": 36.01352956, + "Creatinine_Level": 1.378199811, + "LDH_Level": 185.2379089, + "Calcium_Level": 9.003095291, + "Phosphorus_Level": 4.694176946, + "Glucose_Level": 79.69975568, + "Potassium_Level": 4.172810371, + "Sodium_Level": 144.552717, + "Smoking_Pack_Years": 24.57315793 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.46781512, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.64222784, + "White_Blood_Cell_Count": 4.99797122, + "Platelet_Count": 269.8572607, + "Albumin_Level": 3.855400095, + "Alkaline_Phosphatase_Level": 109.2943966, + "Alanine_Aminotransferase_Level": 13.26038563, + "Aspartate_Aminotransferase_Level": 30.732416, + "Creatinine_Level": 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"Aspartate_Aminotransferase_Level": 24.0097545, + "Creatinine_Level": 0.714790826, + "LDH_Level": 181.622574, + "Calcium_Level": 9.530124512, + "Phosphorus_Level": 2.811286116, + "Glucose_Level": 118.6226329, + "Potassium_Level": 3.892403658, + "Sodium_Level": 140.2692634, + "Smoking_Pack_Years": 42.63739072 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.14875284, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 77, + 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"Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.97105153, + "White_Blood_Cell_Count": 5.798027614, + "Platelet_Count": 370.6073442, + "Albumin_Level": 4.993653009, + "Alkaline_Phosphatase_Level": 108.0766903, + "Alanine_Aminotransferase_Level": 17.28893418, + "Aspartate_Aminotransferase_Level": 45.05410854, + "Creatinine_Level": 1.390263356, + "LDH_Level": 116.8090759, + "Calcium_Level": 8.726685804, + "Phosphorus_Level": 3.832745606, + "Glucose_Level": 95.74751764, + "Potassium_Level": 4.094750087, + "Sodium_Level": 140.950199, + "Smoking_Pack_Years": 64.86782652 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.49910897, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.75616756, + "White_Blood_Cell_Count": 3.766858012, + "Platelet_Count": 312.655979, + "Albumin_Level": 4.60959149, + "Alkaline_Phosphatase_Level": 59.08563394, + "Alanine_Aminotransferase_Level": 21.7082192, + "Aspartate_Aminotransferase_Level": 44.91765167, + "Creatinine_Level": 1.241607022, + "LDH_Level": 159.110662, + "Calcium_Level": 10.25998701, + "Phosphorus_Level": 3.041405604, + "Glucose_Level": 107.1398056, + "Potassium_Level": 4.160282588, + "Sodium_Level": 138.8601248, + "Smoking_Pack_Years": 14.19630403 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.34783535, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.23758228, + "White_Blood_Cell_Count": 7.016614608, + "Platelet_Count": 224.8118446, + "Albumin_Level": 4.755971318, + "Alkaline_Phosphatase_Level": 115.4453932, + "Alanine_Aminotransferase_Level": 23.7272264, + "Aspartate_Aminotransferase_Level": 31.73505018, + "Creatinine_Level": 1.394676877, + "LDH_Level": 127.3487634, + "Calcium_Level": 9.72939328, + "Phosphorus_Level": 4.242539869, + "Glucose_Level": 100.6799861, + "Potassium_Level": 3.775131183, + "Sodium_Level": 140.1139714, + "Smoking_Pack_Years": 15.07776375 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.53952962, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.01013631, + "White_Blood_Cell_Count": 4.47961329, + "Platelet_Count": 285.4025665, + "Albumin_Level": 3.356120625, + "Alkaline_Phosphatase_Level": 46.27077938, + "Alanine_Aminotransferase_Level": 34.60918808, + "Aspartate_Aminotransferase_Level": 20.74542724, + "Creatinine_Level": 1.3522364, + "LDH_Level": 119.6423061, + "Calcium_Level": 10.36142234, + "Phosphorus_Level": 3.752705285, + "Glucose_Level": 81.01193936, + "Potassium_Level": 4.345836117, + "Sodium_Level": 138.2823735, + "Smoking_Pack_Years": 90.89757748 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.75914835, + "Tumor_Location": 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132.161456, + "Potassium_Level": 4.742575769, + "Sodium_Level": 142.1728179, + "Smoking_Pack_Years": 42.72693265 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.86919705, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.48479883, + "White_Blood_Cell_Count": 5.294506682, + "Platelet_Count": 228.4467965, + "Albumin_Level": 4.996185495, + "Alkaline_Phosphatase_Level": 38.10316844, 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+ "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.12482849, + "White_Blood_Cell_Count": 3.765368531, + "Platelet_Count": 258.2506209, + "Albumin_Level": 4.03514752, + "Alkaline_Phosphatase_Level": 62.017079, + "Alanine_Aminotransferase_Level": 10.00186108, + "Aspartate_Aminotransferase_Level": 41.40656827, + "Creatinine_Level": 1.2114516, + "LDH_Level": 134.7159362, + "Calcium_Level": 10.27289997, + "Phosphorus_Level": 2.912102847, + "Glucose_Level": 139.7436041, + "Potassium_Level": 4.848435065, + "Sodium_Level": 135.0934346, + "Smoking_Pack_Years": 83.31305811 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.49171634, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 21.94156757, + "Aspartate_Aminotransferase_Level": 39.27047823, + "Creatinine_Level": 1.237235236, + "LDH_Level": 190.9551152, + "Calcium_Level": 9.074438433, + "Phosphorus_Level": 3.611867549, + "Glucose_Level": 99.91269675, + "Potassium_Level": 4.703936288, + "Sodium_Level": 138.2262317, + "Smoking_Pack_Years": 27.83923138 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.24216856, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.88859195, + "White_Blood_Cell_Count": 9.165065947, + "Platelet_Count": 179.0596129, + "Albumin_Level": 4.390438325, + "Alkaline_Phosphatase_Level": 90.27462052, + "Alanine_Aminotransferase_Level": 21.21568296, + "Aspartate_Aminotransferase_Level": 18.64654619, + "Creatinine_Level": 0.761597943, + "LDH_Level": 166.6369702, + "Calcium_Level": 9.528761325, + "Phosphorus_Level": 4.581406715, + "Glucose_Level": 122.5793727, + "Potassium_Level": 4.480265543, + "Sodium_Level": 140.6971951, + "Smoking_Pack_Years": 90.62991386 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.19156357, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.98754855, + "White_Blood_Cell_Count": 6.70345108, + "Platelet_Count": 242.9974948, + "Albumin_Level": 4.410106557, + "Alkaline_Phosphatase_Level": 99.26294139, + "Alanine_Aminotransferase_Level": 39.58845411, + "Aspartate_Aminotransferase_Level": 21.62151168, + "Creatinine_Level": 0.741089593, + "LDH_Level": 141.6563633, + "Calcium_Level": 9.402786938, + "Phosphorus_Level": 2.764644284, + "Glucose_Level": 149.9025158, + "Potassium_Level": 4.457229175, + "Sodium_Level": 135.845479, + "Smoking_Pack_Years": 3.564567018 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.56804584, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 24.29609797, + "Aspartate_Aminotransferase_Level": 42.88295276, + "Creatinine_Level": 0.585181755, + "LDH_Level": 119.7888627, + "Calcium_Level": 8.06706155, + "Phosphorus_Level": 3.875119981, + "Glucose_Level": 121.7419111, + "Potassium_Level": 3.516757706, + "Sodium_Level": 141.8586261, + "Smoking_Pack_Years": 6.321458911 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.21952969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.58555937, + "White_Blood_Cell_Count": 7.333865548, + "Platelet_Count": 179.8444832, + "Albumin_Level": 3.026536093, + "Alkaline_Phosphatase_Level": 84.10903063, + "Alanine_Aminotransferase_Level": 12.37468706, + "Aspartate_Aminotransferase_Level": 40.93794856, + "Creatinine_Level": 0.900354526, + "LDH_Level": 158.4715165, + "Calcium_Level": 10.27091637, + "Phosphorus_Level": 4.353031327, + "Glucose_Level": 112.1311095, + "Potassium_Level": 3.85598819, + "Sodium_Level": 135.5421031, + "Smoking_Pack_Years": 69.38790172 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.84720443, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.80757536, + "White_Blood_Cell_Count": 9.234122197, + "Platelet_Count": 344.3809763, + "Albumin_Level": 3.131478801, + "Alkaline_Phosphatase_Level": 58.75197189, + "Alanine_Aminotransferase_Level": 25.89647244, + "Aspartate_Aminotransferase_Level": 11.76767982, + "Creatinine_Level": 1.44153196, + "LDH_Level": 167.9859106, + "Calcium_Level": 10.23554268, + "Phosphorus_Level": 3.925482408, + "Glucose_Level": 127.5896473, + "Potassium_Level": 4.584626548, + "Sodium_Level": 135.823923, + "Smoking_Pack_Years": 59.11165712 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.59440335, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.48776817, + "White_Blood_Cell_Count": 9.671070156, + "Platelet_Count": 270.4317767, + "Albumin_Level": 4.031451956, + "Alkaline_Phosphatase_Level": 91.37291582, + 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"Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.35592013, + "White_Blood_Cell_Count": 3.633288416, + "Platelet_Count": 391.4611386, + "Albumin_Level": 4.392716981, + "Alkaline_Phosphatase_Level": 115.8730257, + "Alanine_Aminotransferase_Level": 14.97651998, + "Aspartate_Aminotransferase_Level": 31.17621202, + "Creatinine_Level": 0.9706119, + "LDH_Level": 117.5677084, + "Calcium_Level": 9.58835966, + "Phosphorus_Level": 2.729396695, + "Glucose_Level": 102.5551728, + "Potassium_Level": 3.541248348, + "Sodium_Level": 144.5371413, + "Smoking_Pack_Years": 54.25815103 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.7233409, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.6531147, + "White_Blood_Cell_Count": 5.30666424, + "Platelet_Count": 198.8163471, + "Albumin_Level": 4.870584411, + "Alkaline_Phosphatase_Level": 56.53901983, + "Alanine_Aminotransferase_Level": 17.92104815, + "Aspartate_Aminotransferase_Level": 23.75613816, + "Creatinine_Level": 0.500462628, + "LDH_Level": 111.3836567, + "Calcium_Level": 9.431821749, + "Phosphorus_Level": 4.672636592, + "Glucose_Level": 132.7560952, + "Potassium_Level": 4.778740204, + "Sodium_Level": 141.3210202, + "Smoking_Pack_Years": 35.29959913 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.82484309, + "Tumor_Location": 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116.7923386, + "Potassium_Level": 4.326920658, + "Sodium_Level": 136.1191386, + "Smoking_Pack_Years": 96.41180873 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.65252892, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.31494367, + "White_Blood_Cell_Count": 4.598754307, + "Platelet_Count": 222.6068155, + "Albumin_Level": 4.08446641, + "Alkaline_Phosphatase_Level": 76.77952518, + "Alanine_Aminotransferase_Level": 13.12008277, + "Aspartate_Aminotransferase_Level": 27.52688001, + "Creatinine_Level": 1.096718685, + "LDH_Level": 175.348754, + "Calcium_Level": 9.496763778, + "Phosphorus_Level": 4.387231333, + "Glucose_Level": 76.9121908, + "Potassium_Level": 3.959624483, + "Sodium_Level": 135.7546835, + "Smoking_Pack_Years": 17.24993015 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.27135323, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.05779872, + "White_Blood_Cell_Count": 6.370988726, + "Platelet_Count": 348.3747523, + "Albumin_Level": 3.898045625, + "Alkaline_Phosphatase_Level": 32.79512629, + "Alanine_Aminotransferase_Level": 9.236147387, + "Aspartate_Aminotransferase_Level": 29.91591071, + "Creatinine_Level": 1.187004215, + "LDH_Level": 102.4871736, + "Calcium_Level": 9.373687809, + "Phosphorus_Level": 2.916098453, + "Glucose_Level": 126.4004932, + "Potassium_Level": 3.805831934, + "Sodium_Level": 143.254464, + "Smoking_Pack_Years": 76.29602116 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.42707521, + "White_Blood_Cell_Count": 4.265565332, + "Platelet_Count": 358.673979, + "Albumin_Level": 3.568947563, + "Alkaline_Phosphatase_Level": 46.22277993, + "Alanine_Aminotransferase_Level": 12.49764656, + "Aspartate_Aminotransferase_Level": 26.6293297, + "Creatinine_Level": 0.732008167, + "LDH_Level": 159.8272602, + "Calcium_Level": 8.117622996, + "Phosphorus_Level": 3.203337197, + "Glucose_Level": 78.41389915, + "Potassium_Level": 4.805553784, + "Sodium_Level": 140.7759887, + "Smoking_Pack_Years": 73.57910574 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.35070802, + "White_Blood_Cell_Count": 8.031266634, + "Platelet_Count": 180.5014452, + "Albumin_Level": 3.09107419, + "Alkaline_Phosphatase_Level": 100.1671501, + "Alanine_Aminotransferase_Level": 13.95892376, + "Aspartate_Aminotransferase_Level": 33.65793667, + "Creatinine_Level": 0.851942355, + "LDH_Level": 179.0120473, + "Calcium_Level": 10.41239338, + "Phosphorus_Level": 3.318824272, + "Glucose_Level": 125.718379, + "Potassium_Level": 4.663484825, + "Sodium_Level": 141.7486065, + "Smoking_Pack_Years": 76.24493251 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.24833063, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.92143248, + "White_Blood_Cell_Count": 7.423570409, + "Platelet_Count": 246.5303239, + "Albumin_Level": 4.474893068, + "Alkaline_Phosphatase_Level": 95.2813923, + "Alanine_Aminotransferase_Level": 9.515319692, + "Aspartate_Aminotransferase_Level": 33.43605706, + "Creatinine_Level": 0.650426113, + "LDH_Level": 245.298086, + "Calcium_Level": 9.779004081, + "Phosphorus_Level": 2.595907127, + "Glucose_Level": 124.0718388, + "Potassium_Level": 3.806369974, + "Sodium_Level": 138.3873155, + "Smoking_Pack_Years": 33.71129664 + }, + { + "Age": 31, + "Gender": "Female", 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"Calcium_Level": 8.064866737, + "Phosphorus_Level": 4.313998505, + "Glucose_Level": 119.5136177, + "Potassium_Level": 3.710414468, + "Sodium_Level": 140.8242349, + "Smoking_Pack_Years": 31.83456447 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.84313548, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.84524357, + "White_Blood_Cell_Count": 5.865022346, + "Platelet_Count": 283.5892279, 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.04090482, + "White_Blood_Cell_Count": 9.161719481, + "Platelet_Count": 215.9154135, + "Albumin_Level": 3.76306788, + "Alkaline_Phosphatase_Level": 45.34172795, + "Alanine_Aminotransferase_Level": 7.966482273, + "Aspartate_Aminotransferase_Level": 29.69615692, + "Creatinine_Level": 0.84761644, + "LDH_Level": 179.3913893, + "Calcium_Level": 8.726616196, + "Phosphorus_Level": 2.863635755, + "Glucose_Level": 102.1854831, + "Potassium_Level": 4.536160841, + "Sodium_Level": 138.4236459, + "Smoking_Pack_Years": 35.60279169 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.2475873, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.91781083, + "White_Blood_Cell_Count": 4.839424141, + "Platelet_Count": 233.4907667, + "Albumin_Level": 3.99576981, + "Alkaline_Phosphatase_Level": 70.63778954, + "Alanine_Aminotransferase_Level": 31.12874347, + "Aspartate_Aminotransferase_Level": 24.08029164, + "Creatinine_Level": 1.269831586, + "LDH_Level": 119.3029852, + "Calcium_Level": 9.455184461, + "Phosphorus_Level": 4.904762731, + "Glucose_Level": 85.12051688, + "Potassium_Level": 4.501830417, + "Sodium_Level": 138.5534468, + "Smoking_Pack_Years": 43.78445358 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.65804626, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.21449472, + "White_Blood_Cell_Count": 3.999497829, + "Platelet_Count": 389.0867615, + "Albumin_Level": 3.67462109, + "Alkaline_Phosphatase_Level": 70.40430493, + "Alanine_Aminotransferase_Level": 32.57053301, + "Aspartate_Aminotransferase_Level": 30.68850738, + "Creatinine_Level": 1.249380637, + "LDH_Level": 165.230145, + "Calcium_Level": 8.522235083, + "Phosphorus_Level": 4.429616526, + "Glucose_Level": 126.2866369, + "Potassium_Level": 4.754743634, + "Sodium_Level": 138.1310577, + "Smoking_Pack_Years": 75.12547086 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.60800123, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.12278504, + "White_Blood_Cell_Count": 6.838615518, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.71156199, + "White_Blood_Cell_Count": 4.498512142, + "Platelet_Count": 179.1245243, + "Albumin_Level": 3.802046293, + "Alkaline_Phosphatase_Level": 73.22855976, + "Alanine_Aminotransferase_Level": 16.08325743, + "Aspartate_Aminotransferase_Level": 41.75163224, + "Creatinine_Level": 1.394010013, + "LDH_Level": 187.8767754, + "Calcium_Level": 8.150548358, + "Phosphorus_Level": 3.947852208, + "Glucose_Level": 128.994142, + "Potassium_Level": 4.328263613, + "Sodium_Level": 136.2586786, + "Smoking_Pack_Years": 39.89685381 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.81858018, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African 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15.56571418 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.7975124, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.38491671, + "White_Blood_Cell_Count": 7.433025709, + "Platelet_Count": 317.3521529, + "Albumin_Level": 4.006493184, + "Alkaline_Phosphatase_Level": 102.821845, + "Alanine_Aminotransferase_Level": 27.4317416, + "Aspartate_Aminotransferase_Level": 45.54751525, + "Creatinine_Level": 0.804079897, + "LDH_Level": 203.25893, + "Calcium_Level": 10.19981552, + "Phosphorus_Level": 3.034593682, + "Glucose_Level": 124.4795152, + "Potassium_Level": 4.19157903, + "Sodium_Level": 142.9660414, + "Smoking_Pack_Years": 31.02536465 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.10869544, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.59461145, + "White_Blood_Cell_Count": 9.201228123, + "Platelet_Count": 193.7868872, + "Albumin_Level": 3.065333612, + "Alkaline_Phosphatase_Level": 47.34715875, + "Alanine_Aminotransferase_Level": 29.10855418, + "Aspartate_Aminotransferase_Level": 25.44225962, + "Creatinine_Level": 0.628839794, + "LDH_Level": 224.6192855, + "Calcium_Level": 8.728857395, + "Phosphorus_Level": 4.386506794, + "Glucose_Level": 97.16190703, + "Potassium_Level": 3.89316812, + "Sodium_Level": 139.4361617, + "Smoking_Pack_Years": 92.37769928 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.25943924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.03561079, + "White_Blood_Cell_Count": 4.493441971, + "Platelet_Count": 245.077153, + "Albumin_Level": 4.520550663, + "Alkaline_Phosphatase_Level": 106.5736108, + "Alanine_Aminotransferase_Level": 8.310923811, + "Aspartate_Aminotransferase_Level": 32.98244388, + "Creatinine_Level": 0.671170966, + "LDH_Level": 235.4756385, + "Calcium_Level": 8.99741627, + "Phosphorus_Level": 3.480771853, + "Glucose_Level": 88.59815389, + "Potassium_Level": 4.295175414, + "Sodium_Level": 136.2596154, + "Smoking_Pack_Years": 87.13573095 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.34110346, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 68.62778642 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.41769297, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.8453645, + "White_Blood_Cell_Count": 6.881944768, + "Platelet_Count": 313.3015045, + "Albumin_Level": 4.16506711, + "Alkaline_Phosphatase_Level": 89.67643695, + "Alanine_Aminotransferase_Level": 39.47763051, + 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"Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.38228897, + "White_Blood_Cell_Count": 6.485932156, + "Platelet_Count": 378.3481543, + "Albumin_Level": 3.814871134, + "Alkaline_Phosphatase_Level": 34.60782017, + "Alanine_Aminotransferase_Level": 34.35599371, + "Aspartate_Aminotransferase_Level": 25.62518073, + "Creatinine_Level": 1.253663619, + "LDH_Level": 140.4304424, + "Calcium_Level": 8.400191688, + "Phosphorus_Level": 4.445416983, + "Glucose_Level": 86.33593983, + "Potassium_Level": 3.662050368, + "Sodium_Level": 140.0953629, + "Smoking_Pack_Years": 54.00658783 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.20403532, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.02248329, + "White_Blood_Cell_Count": 9.845036871, + "Platelet_Count": 155.4911139, + "Albumin_Level": 4.405927098, + "Alkaline_Phosphatase_Level": 67.6903774, + "Alanine_Aminotransferase_Level": 18.00703515, + "Aspartate_Aminotransferase_Level": 46.96209393, + "Creatinine_Level": 1.281508744, + "LDH_Level": 225.0531318, + "Calcium_Level": 9.745816319, + "Phosphorus_Level": 4.074505183, + "Glucose_Level": 70.59473652, + "Potassium_Level": 4.853216987, + "Sodium_Level": 137.1715695, + "Smoking_Pack_Years": 22.4006221 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.60448563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.61142609, + "White_Blood_Cell_Count": 8.114889856, + "Platelet_Count": 270.6378784, + "Albumin_Level": 3.793177339, + "Alkaline_Phosphatase_Level": 95.28600769, + "Alanine_Aminotransferase_Level": 33.0055911, + "Aspartate_Aminotransferase_Level": 34.41865973, + "Creatinine_Level": 1.293477406, + "LDH_Level": 139.2557745, + "Calcium_Level": 8.643669574, + "Phosphorus_Level": 3.116152891, + "Glucose_Level": 120.5077434, + "Potassium_Level": 3.927795976, + "Sodium_Level": 136.3030069, + "Smoking_Pack_Years": 15.590221 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.90512462, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.24673677, + "White_Blood_Cell_Count": 8.053383377, + "Platelet_Count": 315.2908616, + "Albumin_Level": 4.333106224, + "Alkaline_Phosphatase_Level": 76.89833245, + "Alanine_Aminotransferase_Level": 29.74129519, + "Aspartate_Aminotransferase_Level": 37.65380967, + "Creatinine_Level": 1.48579374, + "LDH_Level": 123.9806586, + "Calcium_Level": 9.654843941, + "Phosphorus_Level": 4.572321005, + "Glucose_Level": 76.3624906, + "Potassium_Level": 3.939446034, + "Sodium_Level": 142.0290398, + "Smoking_Pack_Years": 34.60523702 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.35514771, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.75703261, + "White_Blood_Cell_Count": 5.924739124, + "Platelet_Count": 381.7233042, + "Albumin_Level": 4.771172583, + "Alkaline_Phosphatase_Level": 96.75104953, + "Alanine_Aminotransferase_Level": 35.86641055, + "Aspartate_Aminotransferase_Level": 16.4527519, + "Creatinine_Level": 0.826805571, + "LDH_Level": 154.9800914, + "Calcium_Level": 8.199994663, + "Phosphorus_Level": 2.985793908, + "Glucose_Level": 144.2461558, + "Potassium_Level": 3.766138331, + "Sodium_Level": 139.1805063, + "Smoking_Pack_Years": 33.97998852 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.00996436, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.68663888, + "White_Blood_Cell_Count": 4.526199321, + "Platelet_Count": 307.6908727, + "Albumin_Level": 3.078846098, + "Alkaline_Phosphatase_Level": 37.03897406, + "Alanine_Aminotransferase_Level": 38.81342591, + "Aspartate_Aminotransferase_Level": 18.83864144, + "Creatinine_Level": 1.158256025, + "LDH_Level": 245.606821, + "Calcium_Level": 9.645574936, + "Phosphorus_Level": 4.65540748, + "Glucose_Level": 84.13757645, + "Potassium_Level": 4.530111766, + "Sodium_Level": 139.6423643, + "Smoking_Pack_Years": 87.99946671 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.60896751, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.81450744, + "White_Blood_Cell_Count": 7.402352129, + "Platelet_Count": 236.024753, + "Albumin_Level": 3.995943065, + "Alkaline_Phosphatase_Level": 32.94292808, + "Alanine_Aminotransferase_Level": 28.69618031, + "Aspartate_Aminotransferase_Level": 41.15007821, + "Creatinine_Level": 0.920528882, + "LDH_Level": 195.3452985, + "Calcium_Level": 8.25146009, + "Phosphorus_Level": 4.861670201, + "Glucose_Level": 104.706003, + "Potassium_Level": 3.527701321, + "Sodium_Level": 140.2388102, + "Smoking_Pack_Years": 15.88311984 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.61274708, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.25856162, + "White_Blood_Cell_Count": 8.981965519, + "Platelet_Count": 321.1392493, + "Albumin_Level": 4.929401962, + "Alkaline_Phosphatase_Level": 91.0812778, + "Alanine_Aminotransferase_Level": 9.078431462, + "Aspartate_Aminotransferase_Level": 16.94868245, + "Creatinine_Level": 1.234205854, + "LDH_Level": 220.8849388, + "Calcium_Level": 9.793332701, + "Phosphorus_Level": 3.028840796, + "Glucose_Level": 107.8402188, + "Potassium_Level": 4.96260231, + "Sodium_Level": 136.0077417, + "Smoking_Pack_Years": 77.80171099 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.13591741, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.69597546, + "White_Blood_Cell_Count": 8.73804333, + "Platelet_Count": 249.0854638, + "Albumin_Level": 4.289700105, + "Alkaline_Phosphatase_Level": 81.90527511, + "Alanine_Aminotransferase_Level": 27.25851468, + "Aspartate_Aminotransferase_Level": 21.80186236, + "Creatinine_Level": 0.770429493, + "LDH_Level": 245.0427777, + "Calcium_Level": 8.813806763, + "Phosphorus_Level": 4.021831531, + "Glucose_Level": 82.6571655, + "Potassium_Level": 4.957754949, + "Sodium_Level": 142.0493631, + "Smoking_Pack_Years": 5.556963086 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.60225287, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.84259947, + "White_Blood_Cell_Count": 9.14378504, + "Platelet_Count": 332.9101167, + "Albumin_Level": 3.918975598, + "Alkaline_Phosphatase_Level": 79.80602356, + "Alanine_Aminotransferase_Level": 23.74286825, + "Aspartate_Aminotransferase_Level": 16.4582665, + "Creatinine_Level": 0.893568349, + "LDH_Level": 109.3147248, + "Calcium_Level": 9.182193951, + "Phosphorus_Level": 4.373545208, + "Glucose_Level": 101.7727689, + "Potassium_Level": 4.372554492, + "Sodium_Level": 141.005743, + "Smoking_Pack_Years": 71.63843495 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.6381657, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.20658249, + "White_Blood_Cell_Count": 9.010005711, + "Platelet_Count": 343.5185176, + "Albumin_Level": 4.205070783, + "Alkaline_Phosphatase_Level": 76.79832636, + "Alanine_Aminotransferase_Level": 25.34602019, + "Aspartate_Aminotransferase_Level": 31.76300643, + "Creatinine_Level": 1.441141758, + "LDH_Level": 187.4711828, + "Calcium_Level": 9.017332857, + "Phosphorus_Level": 3.257752588, + "Glucose_Level": 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57.58073545, + "Alanine_Aminotransferase_Level": 38.39366318, + "Aspartate_Aminotransferase_Level": 44.11163851, + "Creatinine_Level": 1.311557301, + "LDH_Level": 172.2398036, + "Calcium_Level": 9.805253602, + "Phosphorus_Level": 2.769112682, + "Glucose_Level": 145.2647164, + "Potassium_Level": 4.176203286, + "Sodium_Level": 139.939892, + "Smoking_Pack_Years": 24.17534517 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.01570903, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.62751029, + "White_Blood_Cell_Count": 5.002458035, + "Platelet_Count": 224.519071, + "Albumin_Level": 3.320334052, + "Alkaline_Phosphatase_Level": 46.00757215, + "Alanine_Aminotransferase_Level": 31.64294391, + "Aspartate_Aminotransferase_Level": 49.65712028, + "Creatinine_Level": 1.015494761, + "LDH_Level": 185.6680495, + "Calcium_Level": 8.905052456, + "Phosphorus_Level": 4.402576843, + "Glucose_Level": 100.1242113, + "Potassium_Level": 4.577676205, + "Sodium_Level": 135.6086761, + "Smoking_Pack_Years": 89.63126476 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.45298528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.13331079, + "White_Blood_Cell_Count": 9.9635155, + "Platelet_Count": 309.6841147, + "Albumin_Level": 4.399168777, + "Alkaline_Phosphatase_Level": 70.50721982, + "Alanine_Aminotransferase_Level": 8.981616009, + "Aspartate_Aminotransferase_Level": 25.14113951, + "Creatinine_Level": 0.830675369, + "LDH_Level": 117.1384148, + "Calcium_Level": 10.43836589, + "Phosphorus_Level": 2.8231366, + "Glucose_Level": 115.620981, + "Potassium_Level": 3.977128987, + "Sodium_Level": 137.5219767, + "Smoking_Pack_Years": 3.044545439 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.73361429, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 35.63832304, + "Aspartate_Aminotransferase_Level": 46.32373763, + "Creatinine_Level": 1.385461987, + "LDH_Level": 176.4928785, + "Calcium_Level": 9.194759853, + "Phosphorus_Level": 3.193514028, + "Glucose_Level": 89.65191696, + "Potassium_Level": 4.282704995, + "Sodium_Level": 141.4873714, + "Smoking_Pack_Years": 29.05562141 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.90935298, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.27722037, + "White_Blood_Cell_Count": 9.69102637, + "Platelet_Count": 431.6073917, + "Albumin_Level": 4.544168215, + "Alkaline_Phosphatase_Level": 100.0776618, + "Alanine_Aminotransferase_Level": 14.31546269, + "Aspartate_Aminotransferase_Level": 29.67934309, + "Creatinine_Level": 0.722219901, + "LDH_Level": 100.6551289, + "Calcium_Level": 9.139073796, + "Phosphorus_Level": 4.002191921, + "Glucose_Level": 149.7193791, + "Potassium_Level": 4.382869043, + "Sodium_Level": 143.5468278, + "Smoking_Pack_Years": 28.8160486 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.15565145, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.41135854, + "White_Blood_Cell_Count": 3.554500618, + "Platelet_Count": 255.5296661, + "Albumin_Level": 4.972283828, + "Alkaline_Phosphatase_Level": 46.46508432, + "Alanine_Aminotransferase_Level": 32.80789699, + "Aspartate_Aminotransferase_Level": 44.10387998, + "Creatinine_Level": 1.421872497, + "LDH_Level": 122.6664585, + "Calcium_Level": 8.059618341, + "Phosphorus_Level": 3.490067183, + "Glucose_Level": 93.78815023, + "Potassium_Level": 4.604239259, + "Sodium_Level": 139.5922508, + "Smoking_Pack_Years": 10.59204132 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.31015708, + "Tumor_Location": 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"Glucose_Level": 77.63655234, + "Potassium_Level": 4.238957123, + "Sodium_Level": 136.6522594, + "Smoking_Pack_Years": 70.01172277 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.64485638, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.90621205, + "White_Blood_Cell_Count": 8.327691269, + "Platelet_Count": 379.1150405, + "Albumin_Level": 3.619287947, + "Alkaline_Phosphatase_Level": 77.82802477, + "Alanine_Aminotransferase_Level": 8.851898508, + "Aspartate_Aminotransferase_Level": 46.35261315, + "Creatinine_Level": 0.883601737, + "LDH_Level": 108.8796336, + "Calcium_Level": 8.364482653, + "Phosphorus_Level": 2.698271032, + "Glucose_Level": 117.4875773, + "Potassium_Level": 4.558696291, + "Sodium_Level": 140.3857779, + "Smoking_Pack_Years": 49.93111325 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.73006892, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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+ "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.09473596, + "White_Blood_Cell_Count": 5.912890218, + "Platelet_Count": 264.8260506, + "Albumin_Level": 3.734560662, + "Alkaline_Phosphatase_Level": 34.20952928, + "Alanine_Aminotransferase_Level": 23.84552095, + "Aspartate_Aminotransferase_Level": 17.41908052, + "Creatinine_Level": 0.510083778, + "LDH_Level": 181.2453868, + "Calcium_Level": 10.22125773, + "Phosphorus_Level": 3.772848587, + "Glucose_Level": 70.85791015, + "Potassium_Level": 4.322368839, + "Sodium_Level": 140.9954748, + "Smoking_Pack_Years": 60.17281888 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.10291649, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.43529693, + "White_Blood_Cell_Count": 8.364133761, + "Platelet_Count": 288.3958499, + "Albumin_Level": 3.801671819, + "Alkaline_Phosphatase_Level": 50.84741553, + "Alanine_Aminotransferase_Level": 33.66626037, + "Aspartate_Aminotransferase_Level": 16.24232567, + "Creatinine_Level": 0.843436667, + "LDH_Level": 241.3305245, + "Calcium_Level": 10.34481242, + "Phosphorus_Level": 3.933835197, + "Glucose_Level": 104.5529013, + "Potassium_Level": 4.123714891, + "Sodium_Level": 143.0777796, + "Smoking_Pack_Years": 27.70334715 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.02976463, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.68460093, + "White_Blood_Cell_Count": 5.259093201, + "Platelet_Count": 398.4924039, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.307959, + "White_Blood_Cell_Count": 4.281810914, + "Platelet_Count": 229.4528915, + "Albumin_Level": 3.852552542, + "Alkaline_Phosphatase_Level": 86.12558409, + "Alanine_Aminotransferase_Level": 16.20999042, + "Aspartate_Aminotransferase_Level": 46.80385945, + "Creatinine_Level": 0.850716576, + "LDH_Level": 190.6149938, + "Calcium_Level": 10.49964544, + "Phosphorus_Level": 4.958109558, + "Glucose_Level": 85.53705515, + "Potassium_Level": 4.543954522, + "Sodium_Level": 143.3956336, + "Smoking_Pack_Years": 88.17452414 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 10.18167906, + "Phosphorus_Level": 3.535446306, + "Glucose_Level": 82.79571071, + "Potassium_Level": 3.745990332, + "Sodium_Level": 141.5382273, + "Smoking_Pack_Years": 52.16159411 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.03052086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.97351922, + "White_Blood_Cell_Count": 8.959527325, + "Platelet_Count": 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"Calcium_Level": 9.510321484, + "Phosphorus_Level": 2.838332733, + "Glucose_Level": 110.1571688, + "Potassium_Level": 3.863406554, + "Sodium_Level": 135.9805688, + "Smoking_Pack_Years": 32.12439081 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.92536952, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.13264683, + "White_Blood_Cell_Count": 7.470619446, + "Platelet_Count": 192.4573879, 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.16315094, + "White_Blood_Cell_Count": 4.393359063, + "Platelet_Count": 359.216702, + "Albumin_Level": 4.247865438, + "Alkaline_Phosphatase_Level": 93.73671748, + "Alanine_Aminotransferase_Level": 30.52425376, + "Aspartate_Aminotransferase_Level": 32.46780901, + "Creatinine_Level": 1.461476556, + "LDH_Level": 210.8749272, + "Calcium_Level": 8.795731684, + "Phosphorus_Level": 3.614336987, + "Glucose_Level": 116.9879033, + "Potassium_Level": 3.808661922, + "Sodium_Level": 142.2747681, + "Smoking_Pack_Years": 34.5847361 + }, + { + "Age": 73, + "Gender": "Female", 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170.735296, + "Calcium_Level": 9.283878818, + "Phosphorus_Level": 2.567301217, + "Glucose_Level": 97.06077059, + "Potassium_Level": 4.548593981, + "Sodium_Level": 136.2663489, + "Smoking_Pack_Years": 31.82264371 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.29513377, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.71788907, + "White_Blood_Cell_Count": 3.522423018, + 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"No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.51647941, + "White_Blood_Cell_Count": 7.76376441, + "Platelet_Count": 375.0172892, + "Albumin_Level": 4.469624618, + "Alkaline_Phosphatase_Level": 67.20317965, + "Alanine_Aminotransferase_Level": 39.95507384, + "Aspartate_Aminotransferase_Level": 27.64989639, + "Creatinine_Level": 1.095993587, + "LDH_Level": 211.7397738, + "Calcium_Level": 9.309265951, + "Phosphorus_Level": 3.828411461, + "Glucose_Level": 133.8325424, + "Potassium_Level": 4.375098678, + "Sodium_Level": 135.689235, + "Smoking_Pack_Years": 51.39596762 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.38185449, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.33275585, + "White_Blood_Cell_Count": 6.368155111, + "Platelet_Count": 207.1358334, + "Albumin_Level": 4.840367825, + "Alkaline_Phosphatase_Level": 104.6199612, + "Alanine_Aminotransferase_Level": 18.10361605, + "Aspartate_Aminotransferase_Level": 12.88098167, + "Creatinine_Level": 0.515487929, + "LDH_Level": 126.4800669, + "Calcium_Level": 8.646538125, + "Phosphorus_Level": 3.833289981, + "Glucose_Level": 126.6963189, + "Potassium_Level": 4.299252614, + "Sodium_Level": 138.5915959, + "Smoking_Pack_Years": 53.47672311 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.65864643, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.28272359, + "White_Blood_Cell_Count": 5.203164887, + "Platelet_Count": 240.0678187, + "Albumin_Level": 3.150239496, + "Alkaline_Phosphatase_Level": 37.85900274, + "Alanine_Aminotransferase_Level": 13.83108541, + "Aspartate_Aminotransferase_Level": 12.4129413, + "Creatinine_Level": 1.041762662, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.81599497, + "White_Blood_Cell_Count": 6.765733326, + "Platelet_Count": 336.955517, + "Albumin_Level": 4.254083891, + "Alkaline_Phosphatase_Level": 35.53629703, + "Alanine_Aminotransferase_Level": 29.63900713, + "Aspartate_Aminotransferase_Level": 29.86683362, + "Creatinine_Level": 1.323130265, + "LDH_Level": 103.775162, + "Calcium_Level": 9.987985578, + "Phosphorus_Level": 2.875387753, + "Glucose_Level": 114.0686123, + "Potassium_Level": 3.719305456, + "Sodium_Level": 137.0411755, + "Smoking_Pack_Years": 36.90054731 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.90087579, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": 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"No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.63814584, + "White_Blood_Cell_Count": 3.89006249, + "Platelet_Count": 296.6511224, + "Albumin_Level": 4.642122298, + "Alkaline_Phosphatase_Level": 46.2444288, + "Alanine_Aminotransferase_Level": 20.07638563, + "Aspartate_Aminotransferase_Level": 27.79561493, + "Creatinine_Level": 1.305077026, + "LDH_Level": 153.5638317, + "Calcium_Level": 10.06634671, + "Phosphorus_Level": 3.053899461, + "Glucose_Level": 146.7487328, + "Potassium_Level": 4.161765061, + "Sodium_Level": 143.3111811, + "Smoking_Pack_Years": 47.27542368 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.20716061, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": 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"Smoking_Pack_Years": 51.98777995 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.48037214, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.56506542, + "White_Blood_Cell_Count": 5.579533441, + "Platelet_Count": 263.4358545, + "Albumin_Level": 3.0617612, + "Alkaline_Phosphatase_Level": 81.54229858, + "Alanine_Aminotransferase_Level": 27.19635202, + "Aspartate_Aminotransferase_Level": 31.59899729, + "Creatinine_Level": 0.997618739, + "LDH_Level": 149.6440715, + "Calcium_Level": 10.09534282, + "Phosphorus_Level": 4.113566844, + "Glucose_Level": 77.24926576, + "Potassium_Level": 4.795180438, + "Sodium_Level": 143.9155615, + "Smoking_Pack_Years": 95.52813606 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.07453658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.20066225, + "White_Blood_Cell_Count": 5.639268438, + "Platelet_Count": 219.6286219, + "Albumin_Level": 4.288399391, + "Alkaline_Phosphatase_Level": 100.2990142, + "Alanine_Aminotransferase_Level": 13.91972751, + "Aspartate_Aminotransferase_Level": 15.90581805, + "Creatinine_Level": 1.159600886, + "LDH_Level": 244.4766886, + "Calcium_Level": 8.02562209, + "Phosphorus_Level": 3.422763255, + "Glucose_Level": 103.1094414, + "Potassium_Level": 3.916594456, + "Sodium_Level": 140.0516264, + "Smoking_Pack_Years": 76.9476206 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.81002092, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.65376332, + "White_Blood_Cell_Count": 7.676307761, + "Platelet_Count": 440.9505655, + "Albumin_Level": 3.526660364, + "Alkaline_Phosphatase_Level": 34.77355384, + "Alanine_Aminotransferase_Level": 28.25974145, + "Aspartate_Aminotransferase_Level": 45.03345278, + "Creatinine_Level": 0.99982172, + "LDH_Level": 233.9909685, + "Calcium_Level": 9.463340953, + "Phosphorus_Level": 4.558469879, + "Glucose_Level": 81.66165323, + "Potassium_Level": 4.531581223, + "Sodium_Level": 140.6376885, + "Smoking_Pack_Years": 33.77476571 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.23431486, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.41945026, + "White_Blood_Cell_Count": 4.902512794, + "Platelet_Count": 329.3854721, + "Albumin_Level": 4.484659918, + "Alkaline_Phosphatase_Level": 101.7213255, + "Alanine_Aminotransferase_Level": 21.5591904, + "Aspartate_Aminotransferase_Level": 36.45185467, + "Creatinine_Level": 0.562630967, + "LDH_Level": 220.0941321, + "Calcium_Level": 10.28912821, + "Phosphorus_Level": 4.365917191, + "Glucose_Level": 119.1979375, + "Potassium_Level": 3.588179717, + "Sodium_Level": 136.9977733, + "Smoking_Pack_Years": 56.48808184 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.63185353, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.45873594, + "White_Blood_Cell_Count": 5.701125347, + "Platelet_Count": 412.6287189, + "Albumin_Level": 4.106648622, + "Alkaline_Phosphatase_Level": 31.52988151, + "Alanine_Aminotransferase_Level": 33.24800767, + "Aspartate_Aminotransferase_Level": 26.23461904, + "Creatinine_Level": 1.185103563, + "LDH_Level": 247.8348108, + "Calcium_Level": 8.036346546, + "Phosphorus_Level": 4.488477181, + "Glucose_Level": 132.8841861, + "Potassium_Level": 3.939298938, + "Sodium_Level": 137.0586431, + "Smoking_Pack_Years": 30.8817335 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.5576831, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.56071674, + "White_Blood_Cell_Count": 6.271921367, + "Platelet_Count": 251.643515, + "Albumin_Level": 3.330257581, + "Alkaline_Phosphatase_Level": 75.23980546, + "Alanine_Aminotransferase_Level": 33.5011805, + "Aspartate_Aminotransferase_Level": 32.15947501, + "Creatinine_Level": 1.157857425, + "LDH_Level": 219.627929, + "Calcium_Level": 9.938239602, + "Phosphorus_Level": 2.782657071, + "Glucose_Level": 123.635103, + "Potassium_Level": 3.730030037, + "Sodium_Level": 142.5076934, + "Smoking_Pack_Years": 87.17177879 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 40.36126085, + "Alanine_Aminotransferase_Level": 21.41913233, + "Aspartate_Aminotransferase_Level": 41.51743249, + "Creatinine_Level": 0.767257398, + "LDH_Level": 173.4279918, + "Calcium_Level": 9.876948069, + "Phosphorus_Level": 3.127816118, + "Glucose_Level": 105.3628617, + "Potassium_Level": 4.511144211, + "Sodium_Level": 140.8633242, + "Smoking_Pack_Years": 1.17389484 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.05948042, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Former Smoker", + "Tumor_Size_mm": 53.316505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.61877849, + "White_Blood_Cell_Count": 3.506086875, + "Platelet_Count": 433.8136423, + "Albumin_Level": 4.967272301, + "Alkaline_Phosphatase_Level": 119.5029503, + "Alanine_Aminotransferase_Level": 12.05523221, + "Aspartate_Aminotransferase_Level": 13.67213758, + "Creatinine_Level": 0.825347661, + "LDH_Level": 198.50934, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.85889018, + "White_Blood_Cell_Count": 6.573629757, + "Platelet_Count": 257.352361, + "Albumin_Level": 4.626242195, + "Alkaline_Phosphatase_Level": 60.91429133, + "Alanine_Aminotransferase_Level": 19.65354134, + "Aspartate_Aminotransferase_Level": 36.68135817, + "Creatinine_Level": 0.54237886, + "LDH_Level": 184.4176347, + "Calcium_Level": 9.162478815, + "Phosphorus_Level": 4.693159968, + "Glucose_Level": 88.61791674, + "Potassium_Level": 4.6878564, + "Sodium_Level": 137.1377199, + "Smoking_Pack_Years": 13.20457992 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.81469912, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.63162651, + "White_Blood_Cell_Count": 6.160502969, + "Platelet_Count": 200.0061815, + "Albumin_Level": 4.55976094, + "Alkaline_Phosphatase_Level": 95.24552124, + "Alanine_Aminotransferase_Level": 9.44903228, + "Aspartate_Aminotransferase_Level": 39.08692369, + "Creatinine_Level": 1.006082063, + "LDH_Level": 179.2019742, + "Calcium_Level": 8.493481601, + "Phosphorus_Level": 4.798039519, + "Glucose_Level": 148.3478568, + "Potassium_Level": 4.601576936, + "Sodium_Level": 135.0944151, + "Smoking_Pack_Years": 60.74427302 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.24448989, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.9507752, + "White_Blood_Cell_Count": 5.73047033, + "Platelet_Count": 370.700106, + "Albumin_Level": 4.97655678, + "Alkaline_Phosphatase_Level": 85.49828183, + "Alanine_Aminotransferase_Level": 35.55218652, + "Aspartate_Aminotransferase_Level": 42.00979246, + "Creatinine_Level": 1.106618031, + "LDH_Level": 219.9273497, + "Calcium_Level": 10.07853187, + "Phosphorus_Level": 4.167368604, + "Glucose_Level": 71.02027287, + "Potassium_Level": 4.478085754, + "Sodium_Level": 138.5966448, + "Smoking_Pack_Years": 5.260217163 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.94186091, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.72043175, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.84769781, + "White_Blood_Cell_Count": 5.995181362, + "Platelet_Count": 178.9392178, + "Albumin_Level": 3.698533057, + "Alkaline_Phosphatase_Level": 67.07058599, + "Alanine_Aminotransferase_Level": 6.057278225, + "Aspartate_Aminotransferase_Level": 15.40479812, + "Creatinine_Level": 0.762707094, + "LDH_Level": 169.6063707, + "Calcium_Level": 9.230581197, + "Phosphorus_Level": 4.579528568, + "Glucose_Level": 134.5750493, + "Potassium_Level": 3.847283078, + "Sodium_Level": 139.0098886, + "Smoking_Pack_Years": 15.41732719 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.01379054, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.59535067, + "White_Blood_Cell_Count": 3.928600757, + "Platelet_Count": 424.6723604, + "Albumin_Level": 3.238510919, + "Alkaline_Phosphatase_Level": 112.0902594, + "Alanine_Aminotransferase_Level": 27.59092722, + "Aspartate_Aminotransferase_Level": 38.28409041, + "Creatinine_Level": 0.964100186, + "LDH_Level": 243.8828848, + "Calcium_Level": 8.86334104, + "Phosphorus_Level": 3.899689149, + "Glucose_Level": 122.8617779, + "Potassium_Level": 4.798080762, + "Sodium_Level": 144.7987421, + "Smoking_Pack_Years": 37.67230776 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.64249057, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.34767756, + "White_Blood_Cell_Count": 8.769626737, + "Platelet_Count": 317.8450382, + "Albumin_Level": 3.579108687, + "Alkaline_Phosphatase_Level": 71.60263685, + "Alanine_Aminotransferase_Level": 39.08056167, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.45775479, + "White_Blood_Cell_Count": 8.59796619, + "Platelet_Count": 443.274396, + "Albumin_Level": 3.251478933, + "Alkaline_Phosphatase_Level": 58.43207961, + "Alanine_Aminotransferase_Level": 5.762378523, + "Aspartate_Aminotransferase_Level": 31.08118215, + "Creatinine_Level": 1.103736946, + "LDH_Level": 166.4827798, + "Calcium_Level": 9.468160096, + "Phosphorus_Level": 3.477459699, + "Glucose_Level": 149.3233579, + "Potassium_Level": 4.998426987, + "Sodium_Level": 139.8664443, + "Smoking_Pack_Years": 7.231701675 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.91937457, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.24343236, + "White_Blood_Cell_Count": 5.41889269, + "Platelet_Count": 196.2158208, + "Albumin_Level": 3.106276617, + "Alkaline_Phosphatase_Level": 66.85648738, + "Alanine_Aminotransferase_Level": 28.68380081, + "Aspartate_Aminotransferase_Level": 35.59120099, + "Creatinine_Level": 0.515534982, + "LDH_Level": 100.5121253, + "Calcium_Level": 9.689194198, + "Phosphorus_Level": 2.860967139, + "Glucose_Level": 92.63785046, + "Potassium_Level": 4.905776787, + "Sodium_Level": 136.0750612, + "Smoking_Pack_Years": 18.85036917 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.05837503, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.17902528, + "White_Blood_Cell_Count": 6.757689653, + "Platelet_Count": 289.1286271, + "Albumin_Level": 4.563731424, + "Alkaline_Phosphatase_Level": 102.1260117, + "Alanine_Aminotransferase_Level": 29.18655294, + "Aspartate_Aminotransferase_Level": 26.39464857, + "Creatinine_Level": 0.934061972, + "LDH_Level": 249.3910722, + "Calcium_Level": 10.41463881, + "Phosphorus_Level": 3.363993692, + "Glucose_Level": 129.8549167, + "Potassium_Level": 3.878323713, + "Sodium_Level": 142.7958098, + "Smoking_Pack_Years": 9.312664026 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.45642664, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.5895044, + "White_Blood_Cell_Count": 8.380359985, + "Platelet_Count": 420.9791567, + "Albumin_Level": 4.04974686, + "Alkaline_Phosphatase_Level": 113.7756947, + "Alanine_Aminotransferase_Level": 18.00150195, + "Aspartate_Aminotransferase_Level": 23.14270262, + "Creatinine_Level": 0.651398489, + "LDH_Level": 142.6998928, + "Calcium_Level": 9.978879859, + "Phosphorus_Level": 4.86849891, + "Glucose_Level": 75.50916952, + "Potassium_Level": 4.935129314, + "Sodium_Level": 140.0229447, + "Smoking_Pack_Years": 70.13833417 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.37046567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 62, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.9226031, + "White_Blood_Cell_Count": 7.446687635, + "Platelet_Count": 156.1085741, + "Albumin_Level": 4.274285387, + "Alkaline_Phosphatase_Level": 75.81988701, + "Alanine_Aminotransferase_Level": 35.32393189, + "Aspartate_Aminotransferase_Level": 42.65977676, + "Creatinine_Level": 0.954925775, + "LDH_Level": 130.6923092, + "Calcium_Level": 8.818342438, + "Phosphorus_Level": 4.075302036, + "Glucose_Level": 114.4454434, + "Potassium_Level": 4.550983534, + "Sodium_Level": 136.8135173, + "Smoking_Pack_Years": 14.15407153 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.05864901, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.0959486, + "White_Blood_Cell_Count": 6.205311947, + "Platelet_Count": 201.2883554, + "Albumin_Level": 4.534491619, + "Alkaline_Phosphatase_Level": 52.63027676, + "Alanine_Aminotransferase_Level": 18.25804871, + "Aspartate_Aminotransferase_Level": 18.01870037, + "Creatinine_Level": 1.104389519, + "LDH_Level": 214.33618, + "Calcium_Level": 8.293316714, + "Phosphorus_Level": 3.117147265, + "Glucose_Level": 134.5536645, + "Potassium_Level": 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87, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.73690179, + "White_Blood_Cell_Count": 8.426016939, + "Platelet_Count": 402.5058376, + "Albumin_Level": 3.732213891, + "Alkaline_Phosphatase_Level": 92.66578936, + "Alanine_Aminotransferase_Level": 38.73999, + "Aspartate_Aminotransferase_Level": 12.16145084, + "Creatinine_Level": 1.32486521, + "LDH_Level": 211.2582235, + "Calcium_Level": 9.710944454, + "Phosphorus_Level": 2.96039298, + "Glucose_Level": 142.7708067, + "Potassium_Level": 4.988816015, + "Sodium_Level": 144.5110568, + "Smoking_Pack_Years": 73.9144976 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.28399165, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.09632606, + "White_Blood_Cell_Count": 3.834066798, + "Platelet_Count": 185.5005227, + "Albumin_Level": 4.170184632, + "Alkaline_Phosphatase_Level": 98.3841188, + "Alanine_Aminotransferase_Level": 30.25782523, + "Aspartate_Aminotransferase_Level": 35.94835752, + "Creatinine_Level": 1.310262756, + "LDH_Level": 207.4413275, + "Calcium_Level": 8.325662131, + "Phosphorus_Level": 4.686736349, + "Glucose_Level": 138.4939071, + "Potassium_Level": 4.051400842, + "Sodium_Level": 136.1991004, + "Smoking_Pack_Years": 38.86701373 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.67513419, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.69262731, + "White_Blood_Cell_Count": 6.921930586, + "Platelet_Count": 429.4369663, + "Albumin_Level": 4.592670649, + "Alkaline_Phosphatase_Level": 96.62835155, + "Alanine_Aminotransferase_Level": 19.64947682, + "Aspartate_Aminotransferase_Level": 26.24862829, + "Creatinine_Level": 1.336245896, + "LDH_Level": 168.0754632, + "Calcium_Level": 9.1117052, + "Phosphorus_Level": 3.099498198, + "Glucose_Level": 123.9165862, + "Potassium_Level": 4.341182035, + "Sodium_Level": 139.9948622, + "Smoking_Pack_Years": 16.26555551 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.07492377, + "White_Blood_Cell_Count": 6.209581584, + "Platelet_Count": 230.3297067, + "Albumin_Level": 4.366952046, + "Alkaline_Phosphatase_Level": 71.61982256, + "Alanine_Aminotransferase_Level": 29.98024028, + "Aspartate_Aminotransferase_Level": 10.74332015, + "Creatinine_Level": 0.71913265, + "LDH_Level": 153.6142682, + "Calcium_Level": 8.14970498, + "Phosphorus_Level": 2.707971589, + "Glucose_Level": 74.74856198, + "Potassium_Level": 4.517847274, + "Sodium_Level": 139.7247616, + "Smoking_Pack_Years": 75.72313728 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": 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"Tumor_Size_mm": 60.58340165, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.72776779, + "White_Blood_Cell_Count": 7.216583742, + "Platelet_Count": 158.8858714, + "Albumin_Level": 3.596936067, + "Alkaline_Phosphatase_Level": 36.51457613, + "Alanine_Aminotransferase_Level": 22.94465512, + "Aspartate_Aminotransferase_Level": 13.79841809, + "Creatinine_Level": 1.48440172, + "LDH_Level": 228.5912577, + "Calcium_Level": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.23753996, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.86095329, + "White_Blood_Cell_Count": 7.083579915, + "Platelet_Count": 313.4241139, + "Albumin_Level": 4.628548422, + "Alkaline_Phosphatase_Level": 78.19475435, + "Alanine_Aminotransferase_Level": 11.96464633, + "Aspartate_Aminotransferase_Level": 10.30368742, + "Creatinine_Level": 1.140316619, + "LDH_Level": 145.0300374, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.67762142, + "White_Blood_Cell_Count": 4.823936865, + "Platelet_Count": 233.0513445, + "Albumin_Level": 3.135690297, + "Alkaline_Phosphatase_Level": 72.16718537, + "Alanine_Aminotransferase_Level": 11.09492953, + "Aspartate_Aminotransferase_Level": 35.01467577, + "Creatinine_Level": 1.221101369, + "LDH_Level": 137.3784403, + "Calcium_Level": 9.387980959, + "Phosphorus_Level": 3.71606387, + "Glucose_Level": 79.18086231, + "Potassium_Level": 4.454831219, + "Sodium_Level": 141.4299737, + "Smoking_Pack_Years": 39.56029369 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.11364603, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.32352618, + "White_Blood_Cell_Count": 9.48507494, + "Platelet_Count": 210.5202337, + "Albumin_Level": 3.641965527, + "Alkaline_Phosphatase_Level": 62.81983903, + "Alanine_Aminotransferase_Level": 32.3949581, + "Aspartate_Aminotransferase_Level": 24.0303912, + "Creatinine_Level": 1.206098759, + "LDH_Level": 240.7275812, + "Calcium_Level": 10.49236058, + "Phosphorus_Level": 4.588781994, + "Glucose_Level": 122.2004735, + "Potassium_Level": 4.795249355, + "Sodium_Level": 139.0312003, + "Smoking_Pack_Years": 88.60222944 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.00000068, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.09903513, + "White_Blood_Cell_Count": 6.41401289, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.57699576, + "White_Blood_Cell_Count": 8.898248384, + "Platelet_Count": 349.8642304, + "Albumin_Level": 4.27729506, + "Alkaline_Phosphatase_Level": 31.93940079, + "Alanine_Aminotransferase_Level": 24.63352386, + "Aspartate_Aminotransferase_Level": 32.80792143, + "Creatinine_Level": 1.062910426, + "LDH_Level": 239.4869665, + "Calcium_Level": 10.22133473, + "Phosphorus_Level": 2.644610212, + "Glucose_Level": 114.3297292, + "Potassium_Level": 4.179084005, + "Sodium_Level": 137.4411486, + "Smoking_Pack_Years": 43.37748463 + }, + { 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"Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.93762065, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.14129906, + "White_Blood_Cell_Count": 8.700172661, + "Platelet_Count": 234.5111085, + "Albumin_Level": 4.215964309, + "Alkaline_Phosphatase_Level": 77.79012269, + "Alanine_Aminotransferase_Level": 7.492728958, + "Aspartate_Aminotransferase_Level": 34.50074263, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.25260147, + "White_Blood_Cell_Count": 7.871890301, + "Platelet_Count": 280.012094, + "Albumin_Level": 3.398895555, + "Alkaline_Phosphatase_Level": 91.08008721, + "Alanine_Aminotransferase_Level": 28.53547151, + "Aspartate_Aminotransferase_Level": 14.08613996, + "Creatinine_Level": 0.611759274, + "LDH_Level": 244.2247266, + "Calcium_Level": 8.518420754, + "Phosphorus_Level": 3.310843836, + "Glucose_Level": 98.77891508, + "Potassium_Level": 3.83962112, + "Sodium_Level": 144.4523299, + "Smoking_Pack_Years": 30.32625578 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.88581874, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.41316586, + "White_Blood_Cell_Count": 4.884612509, + "Platelet_Count": 308.3745478, + "Albumin_Level": 4.341664854, + "Alkaline_Phosphatase_Level": 43.805579, + "Alanine_Aminotransferase_Level": 6.464814889, + "Aspartate_Aminotransferase_Level": 38.75132294, + "Creatinine_Level": 1.242391469, + "LDH_Level": 141.6760188, + "Calcium_Level": 9.640743603, + "Phosphorus_Level": 4.957523762, + "Glucose_Level": 139.4890663, + "Potassium_Level": 3.523142606, + "Sodium_Level": 140.7328532, + "Smoking_Pack_Years": 66.57693385 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.44179746, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.37399518, + "White_Blood_Cell_Count": 9.012776904, + "Platelet_Count": 393.1150415, + "Albumin_Level": 3.80742465, + "Alkaline_Phosphatase_Level": 112.3444053, + "Alanine_Aminotransferase_Level": 34.11298256, + "Aspartate_Aminotransferase_Level": 14.90272658, + "Creatinine_Level": 0.608643473, + "LDH_Level": 189.5994977, + "Calcium_Level": 10.27148514, + "Phosphorus_Level": 2.632095126, + "Glucose_Level": 86.05478099, + "Potassium_Level": 4.312900146, + "Sodium_Level": 143.6217946, + "Smoking_Pack_Years": 98.05101918 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.20106992, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.04613622, + "White_Blood_Cell_Count": 3.644156801, + "Platelet_Count": 292.5357248, + "Albumin_Level": 3.825921905, + "Alkaline_Phosphatase_Level": 66.6082436, + "Alanine_Aminotransferase_Level": 21.98101211, + "Aspartate_Aminotransferase_Level": 14.8670388, + "Creatinine_Level": 1.372540397, + "LDH_Level": 180.1979599, + "Calcium_Level": 8.874635892, + "Phosphorus_Level": 3.675702088, + "Glucose_Level": 72.790784, + "Potassium_Level": 4.620280028, + "Sodium_Level": 139.7798597, + "Smoking_Pack_Years": 13.2186098 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.50720212, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.06562052, + "White_Blood_Cell_Count": 5.077020333, + "Platelet_Count": 416.0736194, + "Albumin_Level": 3.792647631, + "Alkaline_Phosphatase_Level": 69.43817914, + "Alanine_Aminotransferase_Level": 20.02196159, + "Aspartate_Aminotransferase_Level": 35.05176296, + "Creatinine_Level": 0.649466195, + "LDH_Level": 171.8176959, + "Calcium_Level": 9.35813984, + "Phosphorus_Level": 4.179194251, + "Glucose_Level": 80.09651294, + "Potassium_Level": 4.188672357, + "Sodium_Level": 144.1593232, + "Smoking_Pack_Years": 60.25612239 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.39731408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.36915504, + "White_Blood_Cell_Count": 4.45151409, + "Platelet_Count": 375.5723604, + "Albumin_Level": 4.249902506, + "Alkaline_Phosphatase_Level": 49.57261555, + "Alanine_Aminotransferase_Level": 11.73483728, + "Aspartate_Aminotransferase_Level": 42.15885435, + "Creatinine_Level": 1.203360068, + "LDH_Level": 164.8263154, + "Calcium_Level": 9.540742913, + "Phosphorus_Level": 4.93715475, + "Glucose_Level": 89.31865581, + "Potassium_Level": 3.969987344, + "Sodium_Level": 138.5897143, + "Smoking_Pack_Years": 58.67764621 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.45708949, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.27375361, + "White_Blood_Cell_Count": 7.99280639, + "Platelet_Count": 303.0516996, + "Albumin_Level": 3.143894445, + "Alkaline_Phosphatase_Level": 115.7769, + "Alanine_Aminotransferase_Level": 8.147546603, + "Aspartate_Aminotransferase_Level": 27.00974034, + "Creatinine_Level": 0.772429204, + "LDH_Level": 172.5544847, + "Calcium_Level": 10.38348833, + "Phosphorus_Level": 3.824444926, + "Glucose_Level": 71.58823855, + "Potassium_Level": 4.330071036, + "Sodium_Level": 138.3716362, + "Smoking_Pack_Years": 25.43877519 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.45825828, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.32985936, + "White_Blood_Cell_Count": 7.395654072, + "Platelet_Count": 404.3724473, + "Albumin_Level": 4.464957706, + "Alkaline_Phosphatase_Level": 107.8415247, + "Alanine_Aminotransferase_Level": 38.1620438, + "Aspartate_Aminotransferase_Level": 33.1298465, + "Creatinine_Level": 0.575511975, + "LDH_Level": 249.943274, + "Calcium_Level": 8.534000021, + "Phosphorus_Level": 3.064030027, + "Glucose_Level": 99.43028483, + "Potassium_Level": 4.290099549, + "Sodium_Level": 142.0147177, + "Smoking_Pack_Years": 12.69729988 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.68601228, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.16966912, + "White_Blood_Cell_Count": 5.042379529, + "Platelet_Count": 408.7340407, + "Albumin_Level": 4.672697658, + "Alkaline_Phosphatase_Level": 63.38055487, + "Alanine_Aminotransferase_Level": 22.1055108, + "Aspartate_Aminotransferase_Level": 23.45864565, + "Creatinine_Level": 1.173731812, + "LDH_Level": 203.080796, + "Calcium_Level": 9.967383843, + "Phosphorus_Level": 2.757742946, + "Glucose_Level": 122.1568464, + "Potassium_Level": 3.795065855, + "Sodium_Level": 138.1013341, + "Smoking_Pack_Years": 47.36096396 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.86625244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.6248991, + "White_Blood_Cell_Count": 5.876433293, + "Platelet_Count": 180.260071, + "Albumin_Level": 4.354172981, + "Alkaline_Phosphatase_Level": 44.1797296, + "Alanine_Aminotransferase_Level": 11.19129259, + "Aspartate_Aminotransferase_Level": 19.14185493, + "Creatinine_Level": 0.62557754, + "LDH_Level": 193.0079668, + "Calcium_Level": 10.24204021, + "Phosphorus_Level": 4.210146182, + "Glucose_Level": 137.1956954, + "Potassium_Level": 4.329015341, + "Sodium_Level": 141.4864395, + "Smoking_Pack_Years": 86.4896193 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.63023446, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.10555221, + "White_Blood_Cell_Count": 5.6505597, + "Platelet_Count": 370.9480139, + "Albumin_Level": 3.94268242, + "Alkaline_Phosphatase_Level": 106.1813599, + "Alanine_Aminotransferase_Level": 21.0447646, + "Aspartate_Aminotransferase_Level": 26.86303335, + "Creatinine_Level": 1.161376857, + "LDH_Level": 164.3391003, + "Calcium_Level": 9.964835235, + "Phosphorus_Level": 3.325102335, + "Glucose_Level": 123.6290755, + "Potassium_Level": 4.697926702, + "Sodium_Level": 141.6550037, + "Smoking_Pack_Years": 45.67032239 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.62292007, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.98984567, + "White_Blood_Cell_Count": 3.672447649, + "Platelet_Count": 298.3963895, + "Albumin_Level": 3.718547597, + "Alkaline_Phosphatase_Level": 115.6010778, + "Alanine_Aminotransferase_Level": 8.283560393, + "Aspartate_Aminotransferase_Level": 43.64105389, + "Creatinine_Level": 0.85617843, + "LDH_Level": 202.5580199, + "Calcium_Level": 9.484418113, + "Phosphorus_Level": 4.944197127, + "Glucose_Level": 130.4480811, + "Potassium_Level": 4.375500022, + "Sodium_Level": 144.9885228, + "Smoking_Pack_Years": 2.344443863 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.28744336, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.00462447, + "White_Blood_Cell_Count": 9.953575219, + "Platelet_Count": 438.9884795, + "Albumin_Level": 3.828214865, + "Alkaline_Phosphatase_Level": 93.46620934, + "Alanine_Aminotransferase_Level": 20.80717895, + "Aspartate_Aminotransferase_Level": 19.42899964, + "Creatinine_Level": 1.444882967, + "LDH_Level": 127.4972994, + "Calcium_Level": 9.157899458, + "Phosphorus_Level": 3.312749823, + "Glucose_Level": 103.3579732, + "Potassium_Level": 3.614499412, + "Sodium_Level": 143.4908042, + "Smoking_Pack_Years": 33.83925722 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.56696068, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.8230098, + "White_Blood_Cell_Count": 6.727584893, + "Platelet_Count": 274.7316791, + "Albumin_Level": 4.963177418, + "Alkaline_Phosphatase_Level": 42.72071246, + "Alanine_Aminotransferase_Level": 15.68513592, + "Aspartate_Aminotransferase_Level": 18.63134576, + "Creatinine_Level": 0.654981565, + "LDH_Level": 222.8744686, + "Calcium_Level": 9.519722475, + "Phosphorus_Level": 3.284619535, + "Glucose_Level": 137.3565192, + "Potassium_Level": 4.742959561, + "Sodium_Level": 137.366939, + "Smoking_Pack_Years": 34.23599829 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.76798244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.40864959, + "White_Blood_Cell_Count": 4.639175997, + "Platelet_Count": 172.9048506, + "Albumin_Level": 4.963095021, + "Alkaline_Phosphatase_Level": 70.69722194, + "Alanine_Aminotransferase_Level": 17.11656536, + "Aspartate_Aminotransferase_Level": 15.82579183, + "Creatinine_Level": 0.516026155, + "LDH_Level": 164.9539766, + "Calcium_Level": 8.90472227, + "Phosphorus_Level": 3.475897386, + "Glucose_Level": 87.77893773, + "Potassium_Level": 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12.91507209, + "Aspartate_Aminotransferase_Level": 21.21002799, + "Creatinine_Level": 1.375216294, + "LDH_Level": 209.8119414, + "Calcium_Level": 10.15513747, + "Phosphorus_Level": 3.188880889, + "Glucose_Level": 81.3392425, + "Potassium_Level": 4.097484762, + "Sodium_Level": 136.9355871, + "Smoking_Pack_Years": 97.73986014 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.33621878, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.35241415, + "White_Blood_Cell_Count": 4.12958049, + "Platelet_Count": 383.8247019, + "Albumin_Level": 4.531504343, + "Alkaline_Phosphatase_Level": 66.576897, + "Alanine_Aminotransferase_Level": 26.05490479, + "Aspartate_Aminotransferase_Level": 16.77575179, + "Creatinine_Level": 0.693455952, + "LDH_Level": 177.4085073, + "Calcium_Level": 8.132496334, + "Phosphorus_Level": 4.837580968, + "Glucose_Level": 132.4254743, + "Potassium_Level": 4.049299228, + "Sodium_Level": 135.8489053, + "Smoking_Pack_Years": 9.261766446 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.23451511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.49905605, + "White_Blood_Cell_Count": 4.918106209, + "Platelet_Count": 318.1015935, + "Albumin_Level": 4.731136445, + "Alkaline_Phosphatase_Level": 111.5807379, + "Alanine_Aminotransferase_Level": 7.487665848, + "Aspartate_Aminotransferase_Level": 12.69602297, + "Creatinine_Level": 1.160371246, + "LDH_Level": 157.2939442, + "Calcium_Level": 10.14117602, + "Phosphorus_Level": 2.736140005, + "Glucose_Level": 142.4354253, + "Potassium_Level": 4.551522135, + "Sodium_Level": 142.5399425, + "Smoking_Pack_Years": 20.10510177 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.77017104, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.04918168, + "White_Blood_Cell_Count": 3.619189227, + "Platelet_Count": 298.3301092, + "Albumin_Level": 3.245430888, + "Alkaline_Phosphatase_Level": 119.1533747, + "Alanine_Aminotransferase_Level": 27.06400174, + "Aspartate_Aminotransferase_Level": 41.56257655, + "Creatinine_Level": 1.338924038, + "LDH_Level": 225.1803351, + "Calcium_Level": 8.505284432, + "Phosphorus_Level": 3.197301287, + "Glucose_Level": 112.9859984, + "Potassium_Level": 3.732691333, + "Sodium_Level": 135.9693398, + "Smoking_Pack_Years": 92.81503868 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.11351622, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.68288273, + "White_Blood_Cell_Count": 5.886516727, + "Platelet_Count": 360.0576634, + "Albumin_Level": 3.568804645, + "Alkaline_Phosphatase_Level": 89.69927366, + "Alanine_Aminotransferase_Level": 32.66475915, + "Aspartate_Aminotransferase_Level": 13.14613186, + "Creatinine_Level": 0.76572591, + "LDH_Level": 102.169155, + "Calcium_Level": 8.285313315, + "Phosphorus_Level": 2.993490236, + "Glucose_Level": 129.5033102, + "Potassium_Level": 4.622206575, + "Sodium_Level": 137.9078961, + "Smoking_Pack_Years": 16.57078519 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.78281004, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.94563586, + "White_Blood_Cell_Count": 6.121634211, + "Platelet_Count": 167.3550463, + "Albumin_Level": 3.058767135, + "Alkaline_Phosphatase_Level": 39.18276082, + "Alanine_Aminotransferase_Level": 14.9876966, + "Aspartate_Aminotransferase_Level": 15.47095723, + "Creatinine_Level": 1.459380596, + "LDH_Level": 146.973715, + "Calcium_Level": 10.33999876, + "Phosphorus_Level": 4.711936384, + "Glucose_Level": 74.79537719, + "Potassium_Level": 4.191857232, + "Sodium_Level": 137.2414907, + "Smoking_Pack_Years": 48.5301339 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.24899524, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.55347527, + "White_Blood_Cell_Count": 6.6684493, + "Platelet_Count": 418.7460644, + "Albumin_Level": 3.605407607, + "Alkaline_Phosphatase_Level": 64.0139872, + "Alanine_Aminotransferase_Level": 5.01738225, + "Aspartate_Aminotransferase_Level": 47.41230374, + "Creatinine_Level": 1.493951823, + "LDH_Level": 134.6492514, + "Calcium_Level": 10.3171284, + "Phosphorus_Level": 3.014718716, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 24.12480453, + "Aspartate_Aminotransferase_Level": 13.94629287, + "Creatinine_Level": 1.384346804, + "LDH_Level": 158.7788387, + "Calcium_Level": 9.086548333, + "Phosphorus_Level": 4.617004835, + "Glucose_Level": 122.7493292, + "Potassium_Level": 4.352699764, + "Sodium_Level": 141.228402, + "Smoking_Pack_Years": 64.78766916 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.62423275, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.31715772, + "White_Blood_Cell_Count": 9.631418381, + "Platelet_Count": 301.3598622, + "Albumin_Level": 3.963653737, + "Alkaline_Phosphatase_Level": 63.3212934, + "Alanine_Aminotransferase_Level": 29.55600659, + "Aspartate_Aminotransferase_Level": 26.52226076, + "Creatinine_Level": 0.722455203, + "LDH_Level": 135.5047498, + "Calcium_Level": 9.367428878, + "Phosphorus_Level": 4.293290961, + "Glucose_Level": 88.66410621, + "Potassium_Level": 4.242003106, + "Sodium_Level": 136.4602289, + "Smoking_Pack_Years": 77.13505216 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.11715724, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.12397704, + "White_Blood_Cell_Count": 5.977784589, + "Platelet_Count": 430.9938054, + "Albumin_Level": 3.334897204, + "Alkaline_Phosphatase_Level": 91.8502038, + "Alanine_Aminotransferase_Level": 15.02279625, + "Aspartate_Aminotransferase_Level": 17.70672543, + "Creatinine_Level": 0.725168443, + "LDH_Level": 200.8086479, + "Calcium_Level": 10.02566324, + "Phosphorus_Level": 4.386994733, + "Glucose_Level": 81.02564067, + "Potassium_Level": 4.030507863, + "Sodium_Level": 141.1518346, + "Smoking_Pack_Years": 81.47774505 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.81793061, + "White_Blood_Cell_Count": 4.549100823, + "Platelet_Count": 223.279418, + "Albumin_Level": 4.065270604, + "Alkaline_Phosphatase_Level": 56.59221037, + "Alanine_Aminotransferase_Level": 5.271214508, + "Aspartate_Aminotransferase_Level": 30.32495895, + "Creatinine_Level": 0.979514788, + "LDH_Level": 139.4304983, + "Calcium_Level": 9.008523313, + "Phosphorus_Level": 4.869197621, + "Glucose_Level": 130.0524467, + "Potassium_Level": 4.349138054, + "Sodium_Level": 135.5873467, + "Smoking_Pack_Years": 18.89325294 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.23531199, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.61790318, + "White_Blood_Cell_Count": 5.027526591, + "Platelet_Count": 373.381262, + "Albumin_Level": 4.507244746, + "Alkaline_Phosphatase_Level": 85.81288415, + "Alanine_Aminotransferase_Level": 13.00148761, + "Aspartate_Aminotransferase_Level": 12.36001153, + "Creatinine_Level": 1.203712871, + "LDH_Level": 107.6504445, + "Calcium_Level": 10.08539519, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 88.44968223, + "Alanine_Aminotransferase_Level": 5.986212109, + "Aspartate_Aminotransferase_Level": 31.24411171, + "Creatinine_Level": 1.078735864, + "LDH_Level": 231.8543902, + "Calcium_Level": 9.994676977, + "Phosphorus_Level": 4.159704737, + "Glucose_Level": 74.4512704, + "Potassium_Level": 4.705346993, + "Sodium_Level": 144.0322928, + "Smoking_Pack_Years": 92.6192702 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.53331131, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.42620083, + "White_Blood_Cell_Count": 7.050112865, + "Platelet_Count": 348.4344522, + "Albumin_Level": 4.611136737, + "Alkaline_Phosphatase_Level": 90.68319188, + "Alanine_Aminotransferase_Level": 31.92422438, + "Aspartate_Aminotransferase_Level": 34.02216882, + "Creatinine_Level": 0.774594748, + "LDH_Level": 100.9030391, + "Calcium_Level": 10.06236155, + "Phosphorus_Level": 3.823454465, + "Glucose_Level": 144.001982, + "Potassium_Level": 4.068627531, + "Sodium_Level": 138.9950984, + "Smoking_Pack_Years": 73.89400795 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.12565877, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.26388115, + "White_Blood_Cell_Count": 3.930573207, + "Platelet_Count": 244.9842283, + "Albumin_Level": 3.917952058, + "Alkaline_Phosphatase_Level": 60.75066913, + "Alanine_Aminotransferase_Level": 6.272474262, + "Aspartate_Aminotransferase_Level": 36.69092558, + "Creatinine_Level": 0.992437874, + "LDH_Level": 136.1178513, + "Calcium_Level": 8.145288414, + 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"Calcium_Level": 8.072980247, + "Phosphorus_Level": 3.639909059, + "Glucose_Level": 145.4530664, + "Potassium_Level": 4.112963141, + "Sodium_Level": 143.4869341, + "Smoking_Pack_Years": 65.52955566 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.08727054, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.55283077, + "White_Blood_Cell_Count": 3.875214564, + "Platelet_Count": 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"Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.29339354, + "White_Blood_Cell_Count": 4.635429446, + "Platelet_Count": 259.9277702, + "Albumin_Level": 3.603682802, + "Alkaline_Phosphatase_Level": 80.57414547, + "Alanine_Aminotransferase_Level": 9.924349189, + "Aspartate_Aminotransferase_Level": 14.95659908, + "Creatinine_Level": 1.285796775, + "LDH_Level": 126.2689823, + "Calcium_Level": 8.935713247, + "Phosphorus_Level": 2.558476477, + "Glucose_Level": 73.60463217, + "Potassium_Level": 4.143212503, + "Sodium_Level": 144.6977976, + "Smoking_Pack_Years": 19.76857603 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.75136961, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.87169581, + "White_Blood_Cell_Count": 3.932953903, + "Platelet_Count": 203.4228206, + "Albumin_Level": 3.275551117, + "Alkaline_Phosphatase_Level": 80.72605055, + "Alanine_Aminotransferase_Level": 27.71460111, + "Aspartate_Aminotransferase_Level": 11.39648148, + "Creatinine_Level": 0.624347364, + "LDH_Level": 109.7835636, + "Calcium_Level": 8.930380602, + "Phosphorus_Level": 2.822563285, + "Glucose_Level": 125.3040908, + "Potassium_Level": 4.591856386, + "Sodium_Level": 144.6578891, + "Smoking_Pack_Years": 78.1297055 + }, + { + "Age": 51, + "Gender": 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"LDH_Level": 142.7408292, + "Calcium_Level": 8.07649818, + "Phosphorus_Level": 2.855558429, + "Glucose_Level": 132.6673118, + "Potassium_Level": 3.55032136, + "Sodium_Level": 141.4263627, + "Smoking_Pack_Years": 92.64110623 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.06851712, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.98910451, + "White_Blood_Cell_Count": 4.91729001, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.42700432, + "White_Blood_Cell_Count": 9.049769068, + "Platelet_Count": 342.957227, + "Albumin_Level": 3.076844285, + "Alkaline_Phosphatase_Level": 118.3048493, + "Alanine_Aminotransferase_Level": 11.07105262, + "Aspartate_Aminotransferase_Level": 10.21309635, + "Creatinine_Level": 1.472556176, + "LDH_Level": 200.2744009, + "Calcium_Level": 8.599525405, + "Phosphorus_Level": 4.169873633, + "Glucose_Level": 96.92014355, + "Potassium_Level": 4.002328006, + "Sodium_Level": 136.2635727, + "Smoking_Pack_Years": 13.79864961 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.86978859, + "White_Blood_Cell_Count": 9.298005438, + "Platelet_Count": 233.5586804, + "Albumin_Level": 4.217936799, + "Alkaline_Phosphatase_Level": 60.00946902, + "Alanine_Aminotransferase_Level": 20.5365735, + "Aspartate_Aminotransferase_Level": 36.59991278, + "Creatinine_Level": 0.85676231, + "LDH_Level": 214.4516305, + "Calcium_Level": 8.588177255, + "Phosphorus_Level": 3.985316098, + "Glucose_Level": 118.2675358, + "Potassium_Level": 3.793337081, + "Sodium_Level": 136.8803148, + "Smoking_Pack_Years": 43.41659715 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.87822255, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", 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"Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.09270969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.1515328, + "White_Blood_Cell_Count": 7.066244235, + "Platelet_Count": 299.5454824, + "Albumin_Level": 3.618491818, + "Alkaline_Phosphatase_Level": 88.7550794, + "Alanine_Aminotransferase_Level": 36.99006459, + "Aspartate_Aminotransferase_Level": 12.14801323, + "Creatinine_Level": 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.17432581, + "White_Blood_Cell_Count": 6.568002093, + "Platelet_Count": 317.1285532, + "Albumin_Level": 3.426215815, + "Alkaline_Phosphatase_Level": 42.91629368, + "Alanine_Aminotransferase_Level": 24.83229509, + "Aspartate_Aminotransferase_Level": 20.09680615, + "Creatinine_Level": 1.345242482, + "LDH_Level": 246.7459489, + "Calcium_Level": 9.281790722, + "Phosphorus_Level": 3.702589709, + "Glucose_Level": 109.4220557, + "Potassium_Level": 4.175132308, + "Sodium_Level": 135.7550984, + "Smoking_Pack_Years": 34.83404902 + }, + { 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0.52241326, + "LDH_Level": 196.6211123, + "Calcium_Level": 9.453617525, + "Phosphorus_Level": 4.413434388, + "Glucose_Level": 85.57493372, + "Potassium_Level": 4.313396821, + "Sodium_Level": 136.395543, + "Smoking_Pack_Years": 33.13393839 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.78961868, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.89174646, + 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"African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.78832952, + "White_Blood_Cell_Count": 7.112582821, + "Platelet_Count": 171.6972225, + "Albumin_Level": 3.45536624, + "Alkaline_Phosphatase_Level": 66.05739571, + "Alanine_Aminotransferase_Level": 8.245630837, + "Aspartate_Aminotransferase_Level": 22.82454415, + "Creatinine_Level": 1.12380713, + "LDH_Level": 123.2096787, + "Calcium_Level": 8.073307335, + "Phosphorus_Level": 2.624429909, + "Glucose_Level": 148.1837127, + "Potassium_Level": 4.650323686, + "Sodium_Level": 139.5835953, + "Smoking_Pack_Years": 6.582050829 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.91174013, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.49072923, + "White_Blood_Cell_Count": 5.339677439, + "Platelet_Count": 431.7090054, + "Albumin_Level": 4.819786072, + "Alkaline_Phosphatase_Level": 95.98004161, + "Alanine_Aminotransferase_Level": 7.360297711, + "Aspartate_Aminotransferase_Level": 20.74916545, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.63716324, + "White_Blood_Cell_Count": 9.486693415, + "Platelet_Count": 285.5074944, + "Albumin_Level": 3.319855391, + "Alkaline_Phosphatase_Level": 59.19652567, + "Alanine_Aminotransferase_Level": 22.41877293, + "Aspartate_Aminotransferase_Level": 20.30258207, + "Creatinine_Level": 1.196147552, + "LDH_Level": 140.1822418, + "Calcium_Level": 9.989324481, + "Phosphorus_Level": 4.012135472, + "Glucose_Level": 115.5915925, + "Potassium_Level": 4.354436935, + "Sodium_Level": 141.5072, + "Smoking_Pack_Years": 87.11528774 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.24484875, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.70305789, + "White_Blood_Cell_Count": 5.093414016, + "Platelet_Count": 328.8648143, + "Albumin_Level": 4.36882525, + "Alkaline_Phosphatase_Level": 74.68361211, + "Alanine_Aminotransferase_Level": 19.43397659, + "Aspartate_Aminotransferase_Level": 39.83695957, + "Creatinine_Level": 0.809575198, + "LDH_Level": 129.0430396, + "Calcium_Level": 9.298093642, + "Phosphorus_Level": 3.877748562, + "Glucose_Level": 137.2311602, + "Potassium_Level": 4.995634324, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 37.89927004, + "Creatinine_Level": 0.875366112, + "LDH_Level": 127.7776009, + "Calcium_Level": 9.33729051, + "Phosphorus_Level": 3.26251483, + "Glucose_Level": 112.2004533, + "Potassium_Level": 3.825656812, + "Sodium_Level": 136.850622, + "Smoking_Pack_Years": 6.878562183 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.48613188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.93243558, + "White_Blood_Cell_Count": 7.897430464, + "Platelet_Count": 197.8326463, + "Albumin_Level": 3.131038504, + "Alkaline_Phosphatase_Level": 44.96602208, + "Alanine_Aminotransferase_Level": 7.542742719, + "Aspartate_Aminotransferase_Level": 30.14338431, + "Creatinine_Level": 0.575825136, + "LDH_Level": 231.5889572, + "Calcium_Level": 8.096305328, + "Phosphorus_Level": 3.685770005, + "Glucose_Level": 92.60474247, + "Potassium_Level": 4.505208752, + "Sodium_Level": 140.7499796, + "Smoking_Pack_Years": 88.83503802 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.94117061, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.5279745, + "White_Blood_Cell_Count": 4.17188426, + "Platelet_Count": 204.5997906, + "Albumin_Level": 3.658490035, + "Alkaline_Phosphatase_Level": 92.69984069, + "Alanine_Aminotransferase_Level": 19.90915062, + "Aspartate_Aminotransferase_Level": 10.94038698, + "Creatinine_Level": 0.886630094, + "LDH_Level": 119.2439422, + "Calcium_Level": 10.45217487, + "Phosphorus_Level": 2.723724859, + "Glucose_Level": 97.36102925, + "Potassium_Level": 4.84653152, + "Sodium_Level": 138.1957268, + "Smoking_Pack_Years": 82.98708259 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.19106593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.09301122, + "White_Blood_Cell_Count": 6.140734953, + "Platelet_Count": 190.7746172, + "Albumin_Level": 3.180513829, + "Alkaline_Phosphatase_Level": 91.03870943, + 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"Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.10528929, + "White_Blood_Cell_Count": 7.148503396, + "Platelet_Count": 370.8657535, + "Albumin_Level": 4.941000015, + "Alkaline_Phosphatase_Level": 30.27565154, + "Alanine_Aminotransferase_Level": 26.28642431, + "Aspartate_Aminotransferase_Level": 24.75866726, + "Creatinine_Level": 0.558591149, + "LDH_Level": 172.0424706, + "Calcium_Level": 10.36107291, + "Phosphorus_Level": 2.718389384, + "Glucose_Level": 92.4956319, + "Potassium_Level": 4.840429694, + "Sodium_Level": 138.9581359, + "Smoking_Pack_Years": 88.82600812 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.85439708, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.58458616, + "White_Blood_Cell_Count": 5.092596696, + "Platelet_Count": 261.8511221, + "Albumin_Level": 3.807111873, + "Alkaline_Phosphatase_Level": 108.4824213, + "Alanine_Aminotransferase_Level": 17.22948996, + "Aspartate_Aminotransferase_Level": 36.5425382, + "Creatinine_Level": 1.442740669, + "LDH_Level": 120.85221, + "Calcium_Level": 8.310661215, + "Phosphorus_Level": 3.379425249, + "Glucose_Level": 89.44264075, + "Potassium_Level": 4.445807821, + "Sodium_Level": 144.445173, + "Smoking_Pack_Years": 14.1508341 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.90297952, + "Tumor_Location": "Middle 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.62943648, + "White_Blood_Cell_Count": 9.340828552, + "Platelet_Count": 433.2725377, + "Albumin_Level": 3.025954802, + "Alkaline_Phosphatase_Level": 61.7465976, + "Alanine_Aminotransferase_Level": 31.96011017, + "Aspartate_Aminotransferase_Level": 49.26908232, + "Creatinine_Level": 0.600744842, + "LDH_Level": 210.4766612, + "Calcium_Level": 8.859892238, + "Phosphorus_Level": 4.917806, + "Glucose_Level": 147.1575932, + "Potassium_Level": 4.062716174, + "Sodium_Level": 141.5094704, + "Smoking_Pack_Years": 7.202386306 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.92024832, + "White_Blood_Cell_Count": 7.389647884, + "Platelet_Count": 421.4854372, + "Albumin_Level": 4.646942234, + "Alkaline_Phosphatase_Level": 56.2454887, + "Alanine_Aminotransferase_Level": 21.53385244, + "Aspartate_Aminotransferase_Level": 48.34247197, + "Creatinine_Level": 0.639617879, + "LDH_Level": 192.0154549, + "Calcium_Level": 8.300845162, + "Phosphorus_Level": 3.104800313, + "Glucose_Level": 88.09734562, + "Potassium_Level": 4.177290487, + "Sodium_Level": 139.0856818, + "Smoking_Pack_Years": 54.11604926 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.36850272, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.08272126, + "White_Blood_Cell_Count": 7.308871196, + "Platelet_Count": 218.4988399, + "Albumin_Level": 4.280454562, + "Alkaline_Phosphatase_Level": 78.78968889, + "Alanine_Aminotransferase_Level": 6.451487028, + "Aspartate_Aminotransferase_Level": 31.12362405, + "Creatinine_Level": 1.294074225, + "LDH_Level": 190.5423111, + "Calcium_Level": 8.943379112, + "Phosphorus_Level": 2.81162121, + "Glucose_Level": 144.6779816, + "Potassium_Level": 4.054150518, + "Sodium_Level": 137.4003238, + "Smoking_Pack_Years": 11.18272815 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.50726554, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.73113889, + "White_Blood_Cell_Count": 6.366675622, + "Platelet_Count": 315.9887651, + "Albumin_Level": 4.273559722, + "Alkaline_Phosphatase_Level": 63.87026369, + "Alanine_Aminotransferase_Level": 26.87105078, + "Aspartate_Aminotransferase_Level": 40.22563328, + "Creatinine_Level": 1.132086441, + "LDH_Level": 145.971756, + "Calcium_Level": 9.816237818, + "Phosphorus_Level": 3.515301497, + "Glucose_Level": 88.42838763, + "Potassium_Level": 4.622752743, + "Sodium_Level": 140.1118088, + "Smoking_Pack_Years": 85.39879127 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.04035892, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.37907709, + "White_Blood_Cell_Count": 5.894760089, + "Platelet_Count": 444.6320527, + "Albumin_Level": 3.830990397, + "Alkaline_Phosphatase_Level": 61.3379155, + "Alanine_Aminotransferase_Level": 7.251860979, + "Aspartate_Aminotransferase_Level": 43.72226755, + "Creatinine_Level": 1.042422782, + "LDH_Level": 131.3297092, + "Calcium_Level": 8.372250943, + "Phosphorus_Level": 4.664960897, + "Glucose_Level": 117.6710904, + "Potassium_Level": 4.908868089, + "Sodium_Level": 143.5797388, + "Smoking_Pack_Years": 59.35695561 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": 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9.289037495, + "Phosphorus_Level": 4.804242384, + "Glucose_Level": 134.103, + "Potassium_Level": 3.634920774, + "Sodium_Level": 137.9932883, + "Smoking_Pack_Years": 98.14996385 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.59152529, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.50811534, + "White_Blood_Cell_Count": 3.953913345, + "Platelet_Count": 300.2849483, + 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175.6972684, + "Calcium_Level": 8.978422099, + "Phosphorus_Level": 3.165178189, + "Glucose_Level": 130.6949165, + "Potassium_Level": 4.857210235, + "Sodium_Level": 142.7878356, + "Smoking_Pack_Years": 41.08694389 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.63926023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.82578498, + "White_Blood_Cell_Count": 8.288707247, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.87050536, + "White_Blood_Cell_Count": 6.956338134, + "Platelet_Count": 354.5162748, + "Albumin_Level": 3.03697284, + "Alkaline_Phosphatase_Level": 42.68425782, + "Alanine_Aminotransferase_Level": 27.02629696, + "Aspartate_Aminotransferase_Level": 15.77829194, + "Creatinine_Level": 1.368546993, + "LDH_Level": 128.8443968, + "Calcium_Level": 9.27355643, + "Phosphorus_Level": 4.856308754, + "Glucose_Level": 89.60081185, + "Potassium_Level": 3.637518093, + "Sodium_Level": 140.0368104, + "Smoking_Pack_Years": 4.7269738 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.53329049, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.52175559, + "White_Blood_Cell_Count": 8.42863086, + "Platelet_Count": 422.1526293, + "Albumin_Level": 4.9478582, + "Alkaline_Phosphatase_Level": 47.19437466, + "Alanine_Aminotransferase_Level": 19.17644147, + "Aspartate_Aminotransferase_Level": 34.29703454, + "Creatinine_Level": 0.99478308, + "LDH_Level": 121.4688256, + "Calcium_Level": 8.86256993, + "Phosphorus_Level": 3.619274281, + "Glucose_Level": 129.5619619, + "Potassium_Level": 4.401263055, + "Sodium_Level": 138.663018, + "Smoking_Pack_Years": 45.16702057 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.3757545, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.58488256, + "White_Blood_Cell_Count": 6.954907384, + "Platelet_Count": 435.1457734, + "Albumin_Level": 4.139075346, + "Alkaline_Phosphatase_Level": 55.27425462, + "Alanine_Aminotransferase_Level": 12.58402215, + "Aspartate_Aminotransferase_Level": 45.99239352, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.00341489, + "White_Blood_Cell_Count": 8.33766684, + "Platelet_Count": 316.4049387, + "Albumin_Level": 3.662443824, + "Alkaline_Phosphatase_Level": 30.07197839, + "Alanine_Aminotransferase_Level": 36.77564918, + "Aspartate_Aminotransferase_Level": 16.18133567, + "Creatinine_Level": 1.080723925, + "LDH_Level": 210.3048338, + "Calcium_Level": 8.050761538, + "Phosphorus_Level": 4.036322938, + "Glucose_Level": 113.1113809, + "Potassium_Level": 3.542016578, + "Sodium_Level": 142.6823878, + "Smoking_Pack_Years": 35.98460787 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.08855422, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.75890454, + "White_Blood_Cell_Count": 8.221551727, + "Platelet_Count": 344.5462118, + "Albumin_Level": 3.594971076, + "Alkaline_Phosphatase_Level": 101.35351, + "Alanine_Aminotransferase_Level": 24.73173253, + "Aspartate_Aminotransferase_Level": 23.50225431, + "Creatinine_Level": 0.945234904, + "LDH_Level": 131.5670204, + "Calcium_Level": 9.153977651, + "Phosphorus_Level": 4.914880385, + "Glucose_Level": 147.027446, + "Potassium_Level": 4.668879483, + "Sodium_Level": 136.2868893, + "Smoking_Pack_Years": 9.664909996 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.99205802, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.70782208, + "White_Blood_Cell_Count": 4.135838199, + "Platelet_Count": 205.9486745, + "Albumin_Level": 4.461172806, + "Alkaline_Phosphatase_Level": 97.99247884, + "Alanine_Aminotransferase_Level": 5.647534397, + "Aspartate_Aminotransferase_Level": 30.7652422, + "Creatinine_Level": 1.139459057, + "LDH_Level": 228.2353545, + "Calcium_Level": 8.918751806, + "Phosphorus_Level": 2.969874679, + "Glucose_Level": 121.463052, + "Potassium_Level": 3.681420209, + "Sodium_Level": 142.4892888, + "Smoking_Pack_Years": 43.86559112 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.37960037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 98, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.34644742, + "White_Blood_Cell_Count": 6.951849939, + "Platelet_Count": 303.1376224, + "Albumin_Level": 3.263637428, + "Alkaline_Phosphatase_Level": 99.66567803, + "Alanine_Aminotransferase_Level": 12.67269783, + "Aspartate_Aminotransferase_Level": 48.82439413, + "Creatinine_Level": 1.390729599, + "LDH_Level": 226.5207167, + "Calcium_Level": 9.546560048, + "Phosphorus_Level": 4.118418102, + "Glucose_Level": 109.4510408, + "Potassium_Level": 4.342876648, + "Sodium_Level": 140.5484773, + "Smoking_Pack_Years": 49.57585199 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.98002514, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.45150104, + "White_Blood_Cell_Count": 7.538115858, + "Platelet_Count": 348.9206111, + "Albumin_Level": 4.970600072, + "Alkaline_Phosphatase_Level": 117.325193, + "Alanine_Aminotransferase_Level": 28.68315814, + "Aspartate_Aminotransferase_Level": 16.82110102, + "Creatinine_Level": 0.785601071, + "LDH_Level": 178.5978666, + "Calcium_Level": 10.17689931, + "Phosphorus_Level": 3.082498298, + "Glucose_Level": 138.6332929, + "Potassium_Level": 4.738488657, + "Sodium_Level": 136.0656863, + "Smoking_Pack_Years": 72.60920106 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.51045314, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.73303661, + "White_Blood_Cell_Count": 6.442788548, + "Platelet_Count": 351.3244215, + "Albumin_Level": 3.422128062, + "Alkaline_Phosphatase_Level": 79.65313751, + "Alanine_Aminotransferase_Level": 21.61975489, + "Aspartate_Aminotransferase_Level": 34.11719646, + "Creatinine_Level": 1.111114631, + "LDH_Level": 225.305679, + "Calcium_Level": 9.095753327, + "Phosphorus_Level": 3.016211052, + "Glucose_Level": 119.7707692, + "Potassium_Level": 4.147200565, + "Sodium_Level": 142.0119825, + "Smoking_Pack_Years": 91.92966566 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.98428622, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + 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+ "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.66010341, + "White_Blood_Cell_Count": 4.37822725, + "Platelet_Count": 377.906736, + "Albumin_Level": 4.477722323, + "Alkaline_Phosphatase_Level": 86.11729489, + "Alanine_Aminotransferase_Level": 33.43076638, + "Aspartate_Aminotransferase_Level": 43.92701722, + "Creatinine_Level": 0.761179589, + "LDH_Level": 102.2460784, + "Calcium_Level": 8.273647594, + "Phosphorus_Level": 3.479272419, + "Glucose_Level": 119.9233502, + "Potassium_Level": 4.754527668, + "Sodium_Level": 136.5502121, + "Smoking_Pack_Years": 27.09663009 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.11596296, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.89048636, + "White_Blood_Cell_Count": 6.194233985, + "Platelet_Count": 300.7231163, + "Albumin_Level": 4.797027264, + "Alkaline_Phosphatase_Level": 68.93221625, + "Alanine_Aminotransferase_Level": 35.6651981, + "Aspartate_Aminotransferase_Level": 22.88535489, + "Creatinine_Level": 1.418927293, + "LDH_Level": 144.177506, + "Calcium_Level": 10.49836895, + "Phosphorus_Level": 3.217525979, + "Glucose_Level": 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88.37729189, + "Alanine_Aminotransferase_Level": 32.13497877, + "Aspartate_Aminotransferase_Level": 39.93592218, + "Creatinine_Level": 1.278473524, + "LDH_Level": 241.3589359, + "Calcium_Level": 8.288128684, + "Phosphorus_Level": 3.649254158, + "Glucose_Level": 99.66059272, + "Potassium_Level": 3.677424215, + "Sodium_Level": 138.7247084, + "Smoking_Pack_Years": 39.02235148 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.64744598, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.88742808, + "White_Blood_Cell_Count": 9.415011484, + "Platelet_Count": 311.9480498, + "Albumin_Level": 3.581711404, + "Alkaline_Phosphatase_Level": 89.55747793, + "Alanine_Aminotransferase_Level": 17.48649534, + "Aspartate_Aminotransferase_Level": 10.34035801, + "Creatinine_Level": 1.487427959, + "LDH_Level": 146.2509854, + "Calcium_Level": 10.46843535, + "Phosphorus_Level": 3.986579953, + "Glucose_Level": 118.0072135, + "Potassium_Level": 4.592137912, + "Sodium_Level": 140.9523441, + "Smoking_Pack_Years": 13.34631358 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.99040624, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.63523855, + "White_Blood_Cell_Count": 8.879476878, + "Platelet_Count": 273.9081095, + "Albumin_Level": 4.166818435, + "Alkaline_Phosphatase_Level": 89.35428809, + "Alanine_Aminotransferase_Level": 35.6551741, + "Aspartate_Aminotransferase_Level": 38.05754446, + "Creatinine_Level": 1.398295257, + "LDH_Level": 190.3417365, + "Calcium_Level": 8.152461958, + "Phosphorus_Level": 2.958976512, + "Glucose_Level": 134.40899, + "Potassium_Level": 3.92410146, + "Sodium_Level": 144.7369214, + "Smoking_Pack_Years": 11.72290535 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.21737026, + "White_Blood_Cell_Count": 7.720181762, + "Platelet_Count": 324.288511, + "Albumin_Level": 4.59778441, + "Alkaline_Phosphatase_Level": 51.36281703, + "Alanine_Aminotransferase_Level": 15.55321162, + "Aspartate_Aminotransferase_Level": 10.87374878, + "Creatinine_Level": 1.179835938, + "LDH_Level": 232.3404493, + "Calcium_Level": 8.254231252, + "Phosphorus_Level": 3.165838139, + "Glucose_Level": 137.2779925, + "Potassium_Level": 4.83837938, + "Sodium_Level": 138.2669068, + "Smoking_Pack_Years": 15.77222726 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.056696, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.41574345, + "White_Blood_Cell_Count": 7.681492389, + "Platelet_Count": 267.7656912, + "Albumin_Level": 4.244760895, + "Alkaline_Phosphatase_Level": 35.78227207, + "Alanine_Aminotransferase_Level": 35.46260801, + "Aspartate_Aminotransferase_Level": 20.55906947, + "Creatinine_Level": 1.160742046, + "LDH_Level": 134.7663891, + "Calcium_Level": 8.33278662, + "Phosphorus_Level": 4.834583981, + "Glucose_Level": 75.2252008, + "Potassium_Level": 4.922904997, + "Sodium_Level": 143.1939858, + "Smoking_Pack_Years": 86.9969113 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.22219567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.0768432, + "White_Blood_Cell_Count": 7.805435732, + "Platelet_Count": 358.5164861, + "Albumin_Level": 3.616721634, + "Alkaline_Phosphatase_Level": 55.55583856, + "Alanine_Aminotransferase_Level": 13.04692134, + "Aspartate_Aminotransferase_Level": 47.49607309, + "Creatinine_Level": 1.133142522, + "LDH_Level": 234.268456, + "Calcium_Level": 10.17435421, + "Phosphorus_Level": 3.825202813, + "Glucose_Level": 132.3281983, + "Potassium_Level": 3.605447934, + "Sodium_Level": 143.9276233, + "Smoking_Pack_Years": 29.76274033 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.4227568, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.31231318, + "White_Blood_Cell_Count": 4.992751666, + "Platelet_Count": 153.9230494, + "Albumin_Level": 3.217484114, + "Alkaline_Phosphatase_Level": 106.3048261, + "Alanine_Aminotransferase_Level": 36.58511319, + "Aspartate_Aminotransferase_Level": 37.45124357, + "Creatinine_Level": 1.321684392, + "LDH_Level": 198.6521101, + "Calcium_Level": 10.16245749, + "Phosphorus_Level": 2.829330605, + "Glucose_Level": 130.1748137, + "Potassium_Level": 4.778746546, + "Sodium_Level": 137.3117041, + "Smoking_Pack_Years": 39.71250484 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.94404112, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.94163275, + "White_Blood_Cell_Count": 3.855430912, + "Platelet_Count": 443.9406558, + "Albumin_Level": 4.08582293, + "Alkaline_Phosphatase_Level": 73.35124846, + "Alanine_Aminotransferase_Level": 29.02696105, + "Aspartate_Aminotransferase_Level": 43.77443775, + "Creatinine_Level": 1.293566896, + "LDH_Level": 103.7663417, + "Calcium_Level": 9.640727065, + "Phosphorus_Level": 3.094283297, + "Glucose_Level": 72.08007222, + "Potassium_Level": 4.990826555, + "Sodium_Level": 135.0919238, + "Smoking_Pack_Years": 43.84754254 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.43605098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.23363717, + "White_Blood_Cell_Count": 7.56819655, + "Platelet_Count": 446.1801397, + "Albumin_Level": 4.933578071, + "Alkaline_Phosphatase_Level": 102.8454049, + "Alanine_Aminotransferase_Level": 33.7241219, + "Aspartate_Aminotransferase_Level": 22.53999729, + "Creatinine_Level": 0.533800241, + "LDH_Level": 134.1752368, + "Calcium_Level": 9.745441077, + "Phosphorus_Level": 4.428947345, + "Glucose_Level": 140.6695691, + "Potassium_Level": 4.610398971, + "Sodium_Level": 138.980677, + "Smoking_Pack_Years": 46.26078416 + }, + { + "Age": 36, + "Gender": "Male", 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120.2379434, + "Calcium_Level": 9.79742033, + "Phosphorus_Level": 2.778113193, + "Glucose_Level": 81.40379527, + "Potassium_Level": 3.915790858, + "Sodium_Level": 142.2571336, + "Smoking_Pack_Years": 6.394550531 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.24904185, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.86541696, + "White_Blood_Cell_Count": 9.356709857, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.25704882, + "White_Blood_Cell_Count": 3.924838158, + "Platelet_Count": 157.2274905, + "Albumin_Level": 4.024510482, + "Alkaline_Phosphatase_Level": 81.06931118, + "Alanine_Aminotransferase_Level": 26.67602356, + "Aspartate_Aminotransferase_Level": 38.98041691, + "Creatinine_Level": 1.292937709, + "LDH_Level": 105.7780216, + "Calcium_Level": 9.838143587, + "Phosphorus_Level": 3.334384629, + "Glucose_Level": 93.49299282, + "Potassium_Level": 4.576275283, + "Sodium_Level": 144.6061681, + "Smoking_Pack_Years": 46.22734781 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.01861437, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.44530322, + "White_Blood_Cell_Count": 4.758801233, + "Platelet_Count": 422.1219489, + "Albumin_Level": 3.647380551, + "Alkaline_Phosphatase_Level": 40.58724964, + "Alanine_Aminotransferase_Level": 13.58379152, + "Aspartate_Aminotransferase_Level": 26.29940847, + "Creatinine_Level": 0.928869043, + "LDH_Level": 208.4613893, + "Calcium_Level": 10.4801703, + "Phosphorus_Level": 4.584469738, + "Glucose_Level": 139.3454366, + "Potassium_Level": 4.979683947, + "Sodium_Level": 138.9628571, + "Smoking_Pack_Years": 40.98763396 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.92025519, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "African American", 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{ + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.70724637, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.32937974, + "White_Blood_Cell_Count": 5.419820887, + "Platelet_Count": 369.2552037, + "Albumin_Level": 4.715716947, + "Alkaline_Phosphatase_Level": 82.10166082, + "Alanine_Aminotransferase_Level": 39.5925427, + "Aspartate_Aminotransferase_Level": 34.95926853, + "Creatinine_Level": 1.03213816, + "LDH_Level": 130.6263022, + "Calcium_Level": 9.952126983, + "Phosphorus_Level": 2.822060915, + "Glucose_Level": 75.83198098, + "Potassium_Level": 4.756904224, + "Sodium_Level": 144.8567167, + "Smoking_Pack_Years": 18.79845205 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.42815461, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.69407679, + "White_Blood_Cell_Count": 4.555982997, + "Platelet_Count": 169.9663813, + "Albumin_Level": 3.772117043, + "Alkaline_Phosphatase_Level": 116.2879465, + "Alanine_Aminotransferase_Level": 7.723946634, + "Aspartate_Aminotransferase_Level": 17.81588576, + "Creatinine_Level": 1.348237806, + "LDH_Level": 237.6876078, + "Calcium_Level": 8.644759534, + "Phosphorus_Level": 2.509104128, + "Glucose_Level": 96.00529353, + "Potassium_Level": 3.922636449, + "Sodium_Level": 144.8429595, + "Smoking_Pack_Years": 67.2564468 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.12215129, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.62512603, + "White_Blood_Cell_Count": 6.755144816, + "Platelet_Count": 220.0020116, + "Albumin_Level": 4.18218323, + "Alkaline_Phosphatase_Level": 108.2002701, + "Alanine_Aminotransferase_Level": 23.27237051, + "Aspartate_Aminotransferase_Level": 35.71988416, + "Creatinine_Level": 0.602146425, + "LDH_Level": 138.3909873, + "Calcium_Level": 8.855907506, + "Phosphorus_Level": 4.255421849, + "Glucose_Level": 127.7221591, + "Potassium_Level": 4.590279079, + "Sodium_Level": 138.5726179, + "Smoking_Pack_Years": 75.71544316 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.62278201, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.61027263, + "White_Blood_Cell_Count": 9.249841962, + "Platelet_Count": 204.1502136, + "Albumin_Level": 3.170558519, + "Alkaline_Phosphatase_Level": 55.66590254, + "Alanine_Aminotransferase_Level": 38.81130251, + "Aspartate_Aminotransferase_Level": 33.78029997, + "Creatinine_Level": 0.503897193, + "LDH_Level": 122.9397578, + "Calcium_Level": 9.112896984, + "Phosphorus_Level": 4.181228866, + "Glucose_Level": 128.8657366, + "Potassium_Level": 4.153207611, + "Sodium_Level": 137.2128244, + "Smoking_Pack_Years": 91.18769467 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.81445152, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.29508021, + "White_Blood_Cell_Count": 3.737318579, + "Platelet_Count": 175.6350408, + "Albumin_Level": 3.21673597, + "Alkaline_Phosphatase_Level": 93.7354878, + "Alanine_Aminotransferase_Level": 22.38190116, + "Aspartate_Aminotransferase_Level": 12.69588569, + "Creatinine_Level": 1.204319154, + "LDH_Level": 164.8312015, + "Calcium_Level": 9.453596439, + "Phosphorus_Level": 3.777340101, + "Glucose_Level": 108.2727329, + "Potassium_Level": 4.244471433, + "Sodium_Level": 143.3014254, + "Smoking_Pack_Years": 9.048880918 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.95808361, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 100, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.41234991, + "White_Blood_Cell_Count": 3.645875338, + "Platelet_Count": 192.6692034, + "Albumin_Level": 4.97833657, + "Alkaline_Phosphatase_Level": 46.29349015, + "Alanine_Aminotransferase_Level": 30.03530058, + "Aspartate_Aminotransferase_Level": 23.64626114, + "Creatinine_Level": 1.349634553, + "LDH_Level": 196.1953653, + "Calcium_Level": 8.505644893, + "Phosphorus_Level": 3.776680081, + "Glucose_Level": 114.6060275, + "Potassium_Level": 4.548491352, + "Sodium_Level": 143.4605696, + "Smoking_Pack_Years": 1.569377047 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.75945725, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.55792567, + "White_Blood_Cell_Count": 7.556671931, + "Platelet_Count": 404.2410876, + "Albumin_Level": 4.7584107, + "Alkaline_Phosphatase_Level": 42.89224613, + "Alanine_Aminotransferase_Level": 29.25476094, + "Aspartate_Aminotransferase_Level": 33.45763049, + "Creatinine_Level": 0.983209271, + "LDH_Level": 163.5864146, + "Calcium_Level": 8.278664097, + "Phosphorus_Level": 4.244188628, + "Glucose_Level": 137.5354653, + "Potassium_Level": 3.642586825, 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"Aspartate_Aminotransferase_Level": 14.0893213, + "Creatinine_Level": 0.914468416, + "LDH_Level": 203.4265107, + "Calcium_Level": 9.718048878, + "Phosphorus_Level": 4.532519839, + "Glucose_Level": 120.1010463, + "Potassium_Level": 4.697801349, + "Sodium_Level": 144.0961048, + "Smoking_Pack_Years": 54.51865475 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.33119099, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.06970773, + "White_Blood_Cell_Count": 7.368114543, + "Platelet_Count": 333.1488933, + "Albumin_Level": 3.926472462, + "Alkaline_Phosphatase_Level": 117.5554065, + "Alanine_Aminotransferase_Level": 21.3527519, + "Aspartate_Aminotransferase_Level": 47.02804596, + "Creatinine_Level": 0.923770171, + "LDH_Level": 139.5590329, + "Calcium_Level": 8.674163073, + "Phosphorus_Level": 3.287780513, + "Glucose_Level": 114.5006549, + "Potassium_Level": 4.018746619, + "Sodium_Level": 143.0143509, + "Smoking_Pack_Years": 25.60649417 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.57748698, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Potassium_Level": 3.769217435, + "Sodium_Level": 139.1446437, + "Smoking_Pack_Years": 97.27149821 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.43691727, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.58746441, + "White_Blood_Cell_Count": 4.476458419, + "Platelet_Count": 397.3756403, + "Albumin_Level": 3.491874563, + "Alkaline_Phosphatase_Level": 52.15563632, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.39492937, + "White_Blood_Cell_Count": 3.610565146, + "Platelet_Count": 194.4607327, + "Albumin_Level": 4.948856531, + "Alkaline_Phosphatase_Level": 74.56501821, + "Alanine_Aminotransferase_Level": 15.88038608, + "Aspartate_Aminotransferase_Level": 41.49275795, + "Creatinine_Level": 1.22125961, + "LDH_Level": 104.187285, + "Calcium_Level": 8.322773291, + "Phosphorus_Level": 3.833784155, + "Glucose_Level": 133.5680507, + "Potassium_Level": 4.52992214, + "Sodium_Level": 139.8710242, + "Smoking_Pack_Years": 63.02244794 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.23199212, + "Tumor_Location": 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142.5750541, + "Potassium_Level": 4.592796594, + "Sodium_Level": 138.1393036, + "Smoking_Pack_Years": 67.22409124 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.62254413, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.47999665, + "White_Blood_Cell_Count": 7.631941652, + "Platelet_Count": 342.1717401, + "Albumin_Level": 3.645263898, + "Alkaline_Phosphatase_Level": 85.18795305, + "Alanine_Aminotransferase_Level": 24.04411773, + "Aspartate_Aminotransferase_Level": 36.41511984, + "Creatinine_Level": 1.353249892, + "LDH_Level": 180.637379, + "Calcium_Level": 8.294346483, + "Phosphorus_Level": 3.720205795, + "Glucose_Level": 131.262516, + "Potassium_Level": 4.553628917, + "Sodium_Level": 140.8658048, + "Smoking_Pack_Years": 25.11773512 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.98351166, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.03653561, + "White_Blood_Cell_Count": 7.652751224, + "Platelet_Count": 387.2221385, + "Albumin_Level": 3.741249455, + "Alkaline_Phosphatase_Level": 105.4685422, + "Alanine_Aminotransferase_Level": 14.54785553, + "Aspartate_Aminotransferase_Level": 38.14605452, + "Creatinine_Level": 1.125334703, + "LDH_Level": 140.286054, + "Calcium_Level": 8.794256261, + "Phosphorus_Level": 4.477036799, + "Glucose_Level": 104.2111626, + "Potassium_Level": 3.62742138, + "Sodium_Level": 143.5491737, + "Smoking_Pack_Years": 22.05485767 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.09862649, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.03286115, + "White_Blood_Cell_Count": 4.729685469, + "Platelet_Count": 369.935233, + "Albumin_Level": 3.229188813, + "Alkaline_Phosphatase_Level": 63.62185815, + "Alanine_Aminotransferase_Level": 25.3340345, + "Aspartate_Aminotransferase_Level": 31.43701157, + "Creatinine_Level": 1.052807559, + "LDH_Level": 203.9842592, + "Calcium_Level": 9.287254984, + "Phosphorus_Level": 3.667474641, + "Glucose_Level": 88.49713273, + "Potassium_Level": 4.288110383, + "Sodium_Level": 135.1962717, + "Smoking_Pack_Years": 95.25516988 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.04697864, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.31773737, + "White_Blood_Cell_Count": 7.25412409, + "Platelet_Count": 329.6742849, + "Albumin_Level": 3.138649387, + "Alkaline_Phosphatase_Level": 31.25610996, + "Alanine_Aminotransferase_Level": 9.962426201, + "Aspartate_Aminotransferase_Level": 39.06316634, + "Creatinine_Level": 1.308241605, + "LDH_Level": 176.2148292, + "Calcium_Level": 9.393480665, + "Phosphorus_Level": 3.330078311, + "Glucose_Level": 122.9653563, + "Potassium_Level": 4.127990636, + "Sodium_Level": 141.2588079, + "Smoking_Pack_Years": 68.05373212 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.98351564, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.28367077, + "White_Blood_Cell_Count": 4.240330193, + "Platelet_Count": 417.5331848, + "Albumin_Level": 4.874938684, + "Alkaline_Phosphatase_Level": 93.60884758, + "Alanine_Aminotransferase_Level": 32.95294694, + "Aspartate_Aminotransferase_Level": 30.89890963, + "Creatinine_Level": 1.493111962, + "LDH_Level": 203.1705834, + "Calcium_Level": 8.540875069, + "Phosphorus_Level": 4.295137937, + "Glucose_Level": 142.6784391, + "Potassium_Level": 4.640524143, + "Sodium_Level": 143.3328455, + "Smoking_Pack_Years": 2.381099664 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.36931226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.33814723, + "White_Blood_Cell_Count": 6.653312709, + "Platelet_Count": 174.4361821, + "Albumin_Level": 3.549590259, + "Alkaline_Phosphatase_Level": 51.50572332, + "Alanine_Aminotransferase_Level": 17.98369627, + "Aspartate_Aminotransferase_Level": 15.12762751, + "Creatinine_Level": 1.010950804, + "LDH_Level": 158.101425, + "Calcium_Level": 9.1802705, + "Phosphorus_Level": 2.864851601, + "Glucose_Level": 123.5209206, + "Potassium_Level": 4.943082886, + "Sodium_Level": 144.6245871, + "Smoking_Pack_Years": 19.33313776 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.06475481, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.096439, + "White_Blood_Cell_Count": 7.631701909, + "Platelet_Count": 180.4327151, + "Albumin_Level": 3.17512893, + "Alkaline_Phosphatase_Level": 42.78254381, + "Alanine_Aminotransferase_Level": 17.27443616, + "Aspartate_Aminotransferase_Level": 15.73369413, + "Creatinine_Level": 0.982354818, + "LDH_Level": 225.5747919, + "Calcium_Level": 9.989847142, + "Phosphorus_Level": 4.649722043, + "Glucose_Level": 145.7052464, + "Potassium_Level": 4.860211142, + "Sodium_Level": 136.2027904, + "Smoking_Pack_Years": 83.27548651 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.41335971, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.02598235, + "White_Blood_Cell_Count": 3.600027389, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.70541092, + "White_Blood_Cell_Count": 6.507696411, + "Platelet_Count": 284.9613114, + "Albumin_Level": 4.876000995, + "Alkaline_Phosphatase_Level": 53.21714767, + "Alanine_Aminotransferase_Level": 16.79543739, + "Aspartate_Aminotransferase_Level": 17.57463287, + "Creatinine_Level": 0.895460997, + "LDH_Level": 231.9585339, + "Calcium_Level": 8.242884053, + "Phosphorus_Level": 3.701341613, + "Glucose_Level": 84.41578903, + "Potassium_Level": 4.488629033, + "Sodium_Level": 141.9777686, + "Smoking_Pack_Years": 88.79897247 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.74628354, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "African 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93.78185655 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.5851765, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.00865789, + "White_Blood_Cell_Count": 5.879484242, + "Platelet_Count": 323.2399938, + "Albumin_Level": 4.644985163, + "Alkaline_Phosphatase_Level": 102.680143, + "Alanine_Aminotransferase_Level": 14.18408054, + "Aspartate_Aminotransferase_Level": 49.21603335, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.09987491, + "White_Blood_Cell_Count": 9.883968942, + "Platelet_Count": 303.3461782, + "Albumin_Level": 4.17119428, + "Alkaline_Phosphatase_Level": 78.68662264, + "Alanine_Aminotransferase_Level": 20.86832132, + "Aspartate_Aminotransferase_Level": 39.51992292, + "Creatinine_Level": 1.485563595, + "LDH_Level": 186.179443, + "Calcium_Level": 9.154375292, + "Phosphorus_Level": 3.986104994, + "Glucose_Level": 77.27845798, + "Potassium_Level": 4.953937384, + "Sodium_Level": 141.8095657, + "Smoking_Pack_Years": 31.02540096 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.32594254, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 16.45765301, + "Creatinine_Level": 0.529709842, + "LDH_Level": 140.0075362, + "Calcium_Level": 9.197467037, + "Phosphorus_Level": 3.435927995, + "Glucose_Level": 132.8457854, + "Potassium_Level": 3.690198429, + "Sodium_Level": 141.3297202, + "Smoking_Pack_Years": 93.83468322 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.61706084, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.12725804, + "White_Blood_Cell_Count": 4.80044225, + "Platelet_Count": 391.482934, + "Albumin_Level": 3.014958415, + "Alkaline_Phosphatase_Level": 42.86615706, + "Alanine_Aminotransferase_Level": 33.82756599, + "Aspartate_Aminotransferase_Level": 48.51599916, + "Creatinine_Level": 1.136595149, + "LDH_Level": 185.5325175, + "Calcium_Level": 8.352899416, + "Phosphorus_Level": 3.940204519, + "Glucose_Level": 84.92256632, + "Potassium_Level": 3.629402641, + "Sodium_Level": 141.7296339, + "Smoking_Pack_Years": 68.98828097 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.22687258, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.4191817, + "White_Blood_Cell_Count": 6.654976408, + "Platelet_Count": 425.1516062, + "Albumin_Level": 4.242078799, + "Alkaline_Phosphatase_Level": 96.65996193, + "Alanine_Aminotransferase_Level": 17.21657181, + "Aspartate_Aminotransferase_Level": 10.82171794, + "Creatinine_Level": 0.533668157, + "LDH_Level": 171.26154, + "Calcium_Level": 9.540419818, + "Phosphorus_Level": 3.662240018, + "Glucose_Level": 80.20101598, + "Potassium_Level": 4.404853041, + "Sodium_Level": 140.1530163, + "Smoking_Pack_Years": 9.552292015 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.68691232, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.71439097, + "White_Blood_Cell_Count": 6.384571461, + "Platelet_Count": 388.0362293, + "Albumin_Level": 4.671378892, + "Alkaline_Phosphatase_Level": 68.20001905, + "Alanine_Aminotransferase_Level": 6.526047938, + "Aspartate_Aminotransferase_Level": 35.72226359, + "Creatinine_Level": 0.757336751, + "LDH_Level": 239.7181348, + "Calcium_Level": 8.581613345, + "Phosphorus_Level": 4.572607713, + "Glucose_Level": 132.7188931, + "Potassium_Level": 4.991690502, + "Sodium_Level": 136.3228286, + "Smoking_Pack_Years": 16.72064053 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.40872635, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.29854944, + "White_Blood_Cell_Count": 8.168562929, + "Platelet_Count": 237.152941, + "Albumin_Level": 4.890262352, + "Alkaline_Phosphatase_Level": 93.59690201, + "Alanine_Aminotransferase_Level": 29.42830026, + "Aspartate_Aminotransferase_Level": 20.37995917, + "Creatinine_Level": 0.503825163, + "LDH_Level": 123.292513, + "Calcium_Level": 9.129179507, + "Phosphorus_Level": 4.078359811, + "Glucose_Level": 115.0189694, + "Potassium_Level": 4.555504243, + "Sodium_Level": 137.6400729, + "Smoking_Pack_Years": 25.28522767 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.39828664, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.83404397, + "White_Blood_Cell_Count": 3.783308097, + "Platelet_Count": 179.3981609, + "Albumin_Level": 4.422069963, + "Alkaline_Phosphatase_Level": 102.485182, + "Alanine_Aminotransferase_Level": 31.75013592, + "Aspartate_Aminotransferase_Level": 15.4650803, + "Creatinine_Level": 1.024717043, + "LDH_Level": 119.1627103, + "Calcium_Level": 8.328519931, + "Phosphorus_Level": 3.310092984, + "Glucose_Level": 148.0981844, + "Potassium_Level": 4.632707943, + "Sodium_Level": 141.9758504, + "Smoking_Pack_Years": 75.4186779 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.09165941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.33733476, + "White_Blood_Cell_Count": 9.895390876, + "Platelet_Count": 316.747259, + "Albumin_Level": 4.087580121, + "Alkaline_Phosphatase_Level": 78.57615387, + "Alanine_Aminotransferase_Level": 27.57214107, + "Aspartate_Aminotransferase_Level": 10.48696061, + "Creatinine_Level": 1.282667826, + "LDH_Level": 135.0862245, + "Calcium_Level": 9.65628468, + "Phosphorus_Level": 2.572694002, + "Glucose_Level": 77.44172037, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.25807599, + "White_Blood_Cell_Count": 9.789313095, + "Platelet_Count": 235.9811459, + "Albumin_Level": 3.868690618, + "Alkaline_Phosphatase_Level": 109.5369398, + "Alanine_Aminotransferase_Level": 11.11804478, + "Aspartate_Aminotransferase_Level": 43.26887567, + "Creatinine_Level": 0.803104265, + "LDH_Level": 239.9755104, + "Calcium_Level": 9.45404945, + "Phosphorus_Level": 2.665504278, + "Glucose_Level": 88.14689407, + "Potassium_Level": 4.801673085, + "Sodium_Level": 143.0304734, + "Smoking_Pack_Years": 62.80064542 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.36168682, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.58742903, + "White_Blood_Cell_Count": 8.250080555, + "Platelet_Count": 449.770887, + "Albumin_Level": 3.427866639, + "Alkaline_Phosphatase_Level": 72.22605331, + "Alanine_Aminotransferase_Level": 20.64905331, + "Aspartate_Aminotransferase_Level": 23.09226256, + "Creatinine_Level": 0.759044371, + "LDH_Level": 125.6196143, + "Calcium_Level": 9.452711641, + "Phosphorus_Level": 4.071651831, + "Glucose_Level": 91.87327315, + "Potassium_Level": 4.911549057, + "Sodium_Level": 143.9842121, + "Smoking_Pack_Years": 96.29824328 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 85.68012206, + "Alanine_Aminotransferase_Level": 15.14986031, + "Aspartate_Aminotransferase_Level": 15.52475794, + "Creatinine_Level": 1.355819717, + "LDH_Level": 174.3640692, + "Calcium_Level": 10.36020611, + "Phosphorus_Level": 2.79592024, + "Glucose_Level": 85.38277848, + "Potassium_Level": 4.613773789, + "Sodium_Level": 135.6253357, + "Smoking_Pack_Years": 31.65315534 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.49627098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.48900759, + "White_Blood_Cell_Count": 8.502047666, + "Platelet_Count": 328.4504519, + "Albumin_Level": 3.854876212, + "Alkaline_Phosphatase_Level": 72.72133369, + "Alanine_Aminotransferase_Level": 35.98963307, + "Aspartate_Aminotransferase_Level": 11.3419508, + "Creatinine_Level": 1.270119608, + "LDH_Level": 222.7705261, + "Calcium_Level": 10.30234642, + "Phosphorus_Level": 4.011125641, + "Glucose_Level": 122.7574422, + "Potassium_Level": 3.548013232, + "Sodium_Level": 142.6337735, + "Smoking_Pack_Years": 23.77624732 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.02292464, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.41800498, + "White_Blood_Cell_Count": 9.131544666, + "Platelet_Count": 176.5098839, + "Albumin_Level": 3.642540603, + "Alkaline_Phosphatase_Level": 50.28102205, + "Alanine_Aminotransferase_Level": 11.86934358, + "Aspartate_Aminotransferase_Level": 16.93280429, + "Creatinine_Level": 0.769195157, + "LDH_Level": 242.4578682, + 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103.9783521, + "Calcium_Level": 10.42596675, + "Phosphorus_Level": 4.059571884, + "Glucose_Level": 79.52055981, + "Potassium_Level": 4.719406714, + "Sodium_Level": 142.2417629, + "Smoking_Pack_Years": 37.70215146 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.30893932, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.09265675, + "White_Blood_Cell_Count": 5.551691472, + 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"Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.37690523, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.03290577, + "White_Blood_Cell_Count": 9.17459841, + "Platelet_Count": 340.2602713, + "Albumin_Level": 3.172684394, + "Alkaline_Phosphatase_Level": 92.59895338, + "Alanine_Aminotransferase_Level": 15.97923058, + "Aspartate_Aminotransferase_Level": 45.35717633, + "Creatinine_Level": 1.123932555, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.86357941, + "White_Blood_Cell_Count": 8.374952025, + "Platelet_Count": 178.040806, + "Albumin_Level": 4.178635257, + "Alkaline_Phosphatase_Level": 51.92154989, + "Alanine_Aminotransferase_Level": 17.34952567, + "Aspartate_Aminotransferase_Level": 20.72282795, + "Creatinine_Level": 0.957533057, + "LDH_Level": 182.7098206, + "Calcium_Level": 10.03465482, + "Phosphorus_Level": 3.903387321, + "Glucose_Level": 125.5265964, + "Potassium_Level": 4.228922128, + "Sodium_Level": 143.8540892, + "Smoking_Pack_Years": 3.272548452 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.61793784, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.82126275, + "White_Blood_Cell_Count": 8.765361527, + "Platelet_Count": 229.474038, + "Albumin_Level": 4.373207631, + "Alkaline_Phosphatase_Level": 114.0416457, + "Alanine_Aminotransferase_Level": 15.37779392, + "Aspartate_Aminotransferase_Level": 14.38087206, + "Creatinine_Level": 0.68509116, + "LDH_Level": 200.7761835, + "Calcium_Level": 9.901626857, + "Phosphorus_Level": 3.384524229, + "Glucose_Level": 110.7433872, + "Potassium_Level": 4.063854782, + "Sodium_Level": 135.2700565, + "Smoking_Pack_Years": 48.88790788 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.25886752, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.80185615, + "White_Blood_Cell_Count": 6.575181417, + "Platelet_Count": 260.7613648, + "Albumin_Level": 4.195247881, + "Alkaline_Phosphatase_Level": 58.62021054, + "Alanine_Aminotransferase_Level": 31.71784542, + "Aspartate_Aminotransferase_Level": 37.57666535, + "Creatinine_Level": 0.740711009, + "LDH_Level": 123.2414709, + "Calcium_Level": 9.325714757, + "Phosphorus_Level": 4.173690076, + "Glucose_Level": 80.54648883, + "Potassium_Level": 4.734342472, + "Sodium_Level": 136.5681491, + "Smoking_Pack_Years": 87.68831364 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.5278916, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.90434234, + "White_Blood_Cell_Count": 7.967636069, + "Platelet_Count": 446.4718323, + "Albumin_Level": 3.10106048, + "Alkaline_Phosphatase_Level": 50.8360113, + "Alanine_Aminotransferase_Level": 19.80533384, + "Aspartate_Aminotransferase_Level": 26.21602496, + "Creatinine_Level": 1.029049661, + "LDH_Level": 169.3818995, + "Calcium_Level": 9.449769006, + "Phosphorus_Level": 4.976933589, + "Glucose_Level": 99.20698459, + "Potassium_Level": 3.677814661, + "Sodium_Level": 144.4917882, + "Smoking_Pack_Years": 47.50979135 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.70388635, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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144.8795659, + "Smoking_Pack_Years": 5.770036038 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.32743373, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.97516072, + "White_Blood_Cell_Count": 6.337721636, + "Platelet_Count": 186.9922902, + "Albumin_Level": 3.794416673, + "Alkaline_Phosphatase_Level": 34.82117933, + "Alanine_Aminotransferase_Level": 5.956409396, + "Aspartate_Aminotransferase_Level": 41.78935737, + "Creatinine_Level": 0.56872253, + "LDH_Level": 203.5146233, + "Calcium_Level": 8.397295651, + "Phosphorus_Level": 3.087666125, + "Glucose_Level": 126.3090527, + "Potassium_Level": 3.637383875, + "Sodium_Level": 136.4872399, + "Smoking_Pack_Years": 4.781214383 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.33071604, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 100, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.53188279, + "White_Blood_Cell_Count": 7.670715942, + "Platelet_Count": 324.4057441, + "Albumin_Level": 4.923986455, + "Alkaline_Phosphatase_Level": 38.5016167, + "Alanine_Aminotransferase_Level": 6.886625131, + "Aspartate_Aminotransferase_Level": 30.52396386, + "Creatinine_Level": 0.833505236, + "LDH_Level": 202.4100573, + "Calcium_Level": 9.185388614, + "Phosphorus_Level": 4.904329152, + "Glucose_Level": 146.8681847, + "Potassium_Level": 3.679441317, + "Sodium_Level": 143.1845872, + "Smoking_Pack_Years": 31.25066452 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.07488504, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.61182969, + "White_Blood_Cell_Count": 9.995522915, + "Platelet_Count": 296.6862921, + "Albumin_Level": 3.235169406, + "Alkaline_Phosphatase_Level": 34.75826554, + "Alanine_Aminotransferase_Level": 29.92283362, + "Aspartate_Aminotransferase_Level": 17.16586348, + "Creatinine_Level": 1.030944111, + "LDH_Level": 140.4254104, + "Calcium_Level": 10.04893234, + "Phosphorus_Level": 3.815630654, + "Glucose_Level": 77.2458285, + "Potassium_Level": 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.36650005, + "White_Blood_Cell_Count": 4.272913141, + "Platelet_Count": 183.4067243, + "Albumin_Level": 3.886760494, + "Alkaline_Phosphatase_Level": 113.8189456, + "Alanine_Aminotransferase_Level": 30.55670319, + "Aspartate_Aminotransferase_Level": 22.89743812, + "Creatinine_Level": 1.191840419, + "LDH_Level": 123.274466, + "Calcium_Level": 10.18551464, + "Phosphorus_Level": 4.881018791, + "Glucose_Level": 138.6280176, + "Potassium_Level": 4.161110953, + "Sodium_Level": 142.3038095, + "Smoking_Pack_Years": 53.59394059 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.53439534, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", 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4.910603608, + "Sodium_Level": 138.1364203, + "Smoking_Pack_Years": 31.68477949 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.24660921, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.72133641, + "White_Blood_Cell_Count": 7.97806265, + "Platelet_Count": 424.7586341, + "Albumin_Level": 3.107183991, + "Alkaline_Phosphatase_Level": 98.41626787, + "Alanine_Aminotransferase_Level": 38.3547453, + "Aspartate_Aminotransferase_Level": 38.74863533, + "Creatinine_Level": 1.079321386, + "LDH_Level": 171.0046235, + "Calcium_Level": 8.341785097, + "Phosphorus_Level": 3.444130795, + "Glucose_Level": 123.1008142, + "Potassium_Level": 3.744740547, + "Sodium_Level": 136.4431796, + "Smoking_Pack_Years": 51.14739746 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.4308392, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 107, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.21828887, + "White_Blood_Cell_Count": 5.795248208, + "Platelet_Count": 405.9903438, + "Albumin_Level": 4.087683673, + "Alkaline_Phosphatase_Level": 38.66104373, + "Alanine_Aminotransferase_Level": 33.82627963, + "Aspartate_Aminotransferase_Level": 30.60687033, + "Creatinine_Level": 0.905780086, + "LDH_Level": 243.2835975, + "Calcium_Level": 9.51217161, + "Phosphorus_Level": 4.048716917, + "Glucose_Level": 143.0136592, + "Potassium_Level": 4.248345165, + "Sodium_Level": 141.1646325, + "Smoking_Pack_Years": 69.17153109 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.52242263, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.48464506, + "White_Blood_Cell_Count": 9.062100484, + "Platelet_Count": 262.4330491, + "Albumin_Level": 3.454509462, + "Alkaline_Phosphatase_Level": 76.62274387, + "Alanine_Aminotransferase_Level": 11.3899529, + "Aspartate_Aminotransferase_Level": 40.85316901, + "Creatinine_Level": 0.867016589, + "LDH_Level": 243.0128289, + "Calcium_Level": 9.123721739, + "Phosphorus_Level": 4.378155256, + "Glucose_Level": 90.37285682, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 5.424743579, + "Aspartate_Aminotransferase_Level": 41.43722758, + "Creatinine_Level": 0.579724349, + "LDH_Level": 112.5988809, + "Calcium_Level": 8.322444925, + "Phosphorus_Level": 3.779116819, + "Glucose_Level": 121.5767914, + "Potassium_Level": 4.534084561, + "Sodium_Level": 138.4510809, + "Smoking_Pack_Years": 44.87124469 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.37562297, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.26503513, + "White_Blood_Cell_Count": 4.985432273, + "Platelet_Count": 353.2417217, + "Albumin_Level": 3.806396954, + "Alkaline_Phosphatase_Level": 75.19325206, + "Alanine_Aminotransferase_Level": 19.28618512, + "Aspartate_Aminotransferase_Level": 48.42062685, + "Creatinine_Level": 1.072930508, + "LDH_Level": 241.071631, + "Calcium_Level": 9.651131942, + "Phosphorus_Level": 4.076621165, + "Glucose_Level": 136.4523086, + "Potassium_Level": 3.773715274, + "Sodium_Level": 143.8603467, + "Smoking_Pack_Years": 80.95461243 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.80094289, + "White_Blood_Cell_Count": 3.563388158, + "Platelet_Count": 404.1400519, + "Albumin_Level": 4.024448359, + "Alkaline_Phosphatase_Level": 88.54396001, + "Alanine_Aminotransferase_Level": 32.64276752, + "Aspartate_Aminotransferase_Level": 20.0989623, + "Creatinine_Level": 1.088215357, + "LDH_Level": 169.8160119, + "Calcium_Level": 9.353154952, + "Phosphorus_Level": 4.159511657, + "Glucose_Level": 137.4713637, + "Potassium_Level": 4.552637281, + "Sodium_Level": 139.0424792, + "Smoking_Pack_Years": 60.04727599 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.67363653, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.47918965, + "White_Blood_Cell_Count": 4.137613157, + "Platelet_Count": 159.00926, + "Albumin_Level": 4.140284715, + "Alkaline_Phosphatase_Level": 67.01192971, + "Alanine_Aminotransferase_Level": 35.86720991, + "Aspartate_Aminotransferase_Level": 27.65948352, + "Creatinine_Level": 1.299907621, + "LDH_Level": 186.3234672, + "Calcium_Level": 8.653411296, + "Phosphorus_Level": 3.722629639, + "Glucose_Level": 75.87434361, + "Potassium_Level": 3.682763051, + "Sodium_Level": 141.0706583, + "Smoking_Pack_Years": 0.321345989 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.06992646, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.89428063, + "White_Blood_Cell_Count": 8.994607322, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.51210624, + "White_Blood_Cell_Count": 8.912846914, + "Platelet_Count": 449.8199083, + "Albumin_Level": 3.13645395, + "Alkaline_Phosphatase_Level": 102.3628039, + "Alanine_Aminotransferase_Level": 29.72348118, + "Aspartate_Aminotransferase_Level": 18.15937856, + "Creatinine_Level": 0.615960082, + "LDH_Level": 231.3314092, + "Calcium_Level": 9.274801876, + "Phosphorus_Level": 2.597726282, + "Glucose_Level": 103.1786671, + "Potassium_Level": 3.728001728, + "Sodium_Level": 139.1818942, + "Smoking_Pack_Years": 53.38647071 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.54309399, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.40137025, + "White_Blood_Cell_Count": 7.885598005, + "Platelet_Count": 215.5938609, + "Albumin_Level": 4.300405717, + "Alkaline_Phosphatase_Level": 118.0682471, + "Alanine_Aminotransferase_Level": 27.31198753, + "Aspartate_Aminotransferase_Level": 14.36400966, + "Creatinine_Level": 1.345624026, + "LDH_Level": 165.8524358, + "Calcium_Level": 8.625415327, + "Phosphorus_Level": 3.602770627, + "Glucose_Level": 147.9478981, + "Potassium_Level": 4.725375551, + "Sodium_Level": 136.8644877, + "Smoking_Pack_Years": 96.78549959 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.11737062, + "White_Blood_Cell_Count": 4.788343252, + "Platelet_Count": 430.1617623, + "Albumin_Level": 3.37759783, + "Alkaline_Phosphatase_Level": 56.26444649, + "Alanine_Aminotransferase_Level": 38.01364132, + "Aspartate_Aminotransferase_Level": 29.43283723, + "Creatinine_Level": 0.917993185, + "LDH_Level": 133.9544235, + "Calcium_Level": 8.076878599, + "Phosphorus_Level": 3.296727748, + "Glucose_Level": 129.7034161, + "Potassium_Level": 4.776923482, + "Sodium_Level": 136.9110913, + "Smoking_Pack_Years": 10.94777459 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.63160594, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 16.88222749, + "Creatinine_Level": 1.117741279, + "LDH_Level": 169.4013633, + "Calcium_Level": 9.474201541, + "Phosphorus_Level": 4.473463036, + "Glucose_Level": 80.72598864, + "Potassium_Level": 3.807436477, + "Sodium_Level": 138.8250663, + "Smoking_Pack_Years": 73.80124467 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.62046868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.86694755, + "White_Blood_Cell_Count": 7.395991986, + "Platelet_Count": 175.1355277, + "Albumin_Level": 3.027803654, + "Alkaline_Phosphatase_Level": 118.2313202, + "Alanine_Aminotransferase_Level": 16.65306339, + "Aspartate_Aminotransferase_Level": 26.68250566, + "Creatinine_Level": 1.434239429, + "LDH_Level": 103.0203349, + "Calcium_Level": 9.000528704, + "Phosphorus_Level": 3.481426677, + "Glucose_Level": 141.4683279, + "Potassium_Level": 4.616461784, + "Sodium_Level": 137.7571441, + "Smoking_Pack_Years": 22.22939947 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.20932729, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": 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"Alanine_Aminotransferase_Level": 11.61622818, + "Aspartate_Aminotransferase_Level": 30.77223919, + "Creatinine_Level": 1.467878665, + "LDH_Level": 139.6583736, + "Calcium_Level": 8.441682224, + "Phosphorus_Level": 4.778065072, + "Glucose_Level": 89.64473622, + "Potassium_Level": 3.642732623, + "Sodium_Level": 144.8478766, + "Smoking_Pack_Years": 73.9270272 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.37370914, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.17635681, + "White_Blood_Cell_Count": 7.009940643, + "Platelet_Count": 217.2069228, + "Albumin_Level": 4.090527138, + "Alkaline_Phosphatase_Level": 87.68712849, + "Alanine_Aminotransferase_Level": 39.77440913, + "Aspartate_Aminotransferase_Level": 18.074392, + "Creatinine_Level": 1.224513809, + "LDH_Level": 113.4042166, + "Calcium_Level": 9.948848098, + "Phosphorus_Level": 4.382393156, + "Glucose_Level": 82.79021304, + "Potassium_Level": 4.262221338, + "Sodium_Level": 144.8781892, + "Smoking_Pack_Years": 64.60157011 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.36141775, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.27669193, + "White_Blood_Cell_Count": 6.948438552, + "Platelet_Count": 180.2187505, + "Albumin_Level": 4.390856594, + "Alkaline_Phosphatase_Level": 42.33879329, + "Alanine_Aminotransferase_Level": 25.7602988, + "Aspartate_Aminotransferase_Level": 20.91486377, + "Creatinine_Level": 1.06313386, + "LDH_Level": 121.9167842, + "Calcium_Level": 10.30812301, + "Phosphorus_Level": 4.714288042, + "Glucose_Level": 79.00746026, + "Potassium_Level": 4.048681588, + "Sodium_Level": 140.2118362, + "Smoking_Pack_Years": 74.71808568 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.07589694, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.74375108, + "White_Blood_Cell_Count": 9.802582178, + "Platelet_Count": 169.9146919, + "Albumin_Level": 4.578942648, + "Alkaline_Phosphatase_Level": 51.60841944, + "Alanine_Aminotransferase_Level": 6.184256027, + "Aspartate_Aminotransferase_Level": 45.03615227, + "Creatinine_Level": 1.026772305, + "LDH_Level": 141.2690109, + "Calcium_Level": 8.561076749, + "Phosphorus_Level": 3.541063957, + "Glucose_Level": 137.9487286, + "Potassium_Level": 4.398730863, + "Sodium_Level": 137.7211276, + "Smoking_Pack_Years": 30.99398231 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.18634297, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.53386915, + "White_Blood_Cell_Count": 3.922070514, + "Platelet_Count": 251.3076141, + "Albumin_Level": 3.000629143, + "Alkaline_Phosphatase_Level": 66.80474259, + "Alanine_Aminotransferase_Level": 29.5134492, + "Aspartate_Aminotransferase_Level": 16.75993287, + "Creatinine_Level": 0.789509411, + "LDH_Level": 195.1503281, + "Calcium_Level": 8.852434321, + "Phosphorus_Level": 4.833854342, + "Glucose_Level": 127.1253104, + "Potassium_Level": 4.266273503, + "Sodium_Level": 144.289815, + "Smoking_Pack_Years": 5.333829095 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.06099262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.4066066, + "White_Blood_Cell_Count": 6.080183798, + "Platelet_Count": 338.5287514, + "Albumin_Level": 3.077583156, + "Alkaline_Phosphatase_Level": 78.81242193, + "Alanine_Aminotransferase_Level": 27.23445059, + "Aspartate_Aminotransferase_Level": 48.46939489, + "Creatinine_Level": 1.348527009, + "LDH_Level": 136.9394801, + "Calcium_Level": 8.613612047, + "Phosphorus_Level": 2.759353251, + "Glucose_Level": 117.5700099, + "Potassium_Level": 4.958098607, + "Sodium_Level": 135.990201, + "Smoking_Pack_Years": 39.30056385 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.35915371, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.42366813, + "White_Blood_Cell_Count": 4.486684411, + "Platelet_Count": 319.8485958, + "Albumin_Level": 3.591205384, + "Alkaline_Phosphatase_Level": 39.33943949, + "Alanine_Aminotransferase_Level": 14.70208983, + "Aspartate_Aminotransferase_Level": 35.8306368, + "Creatinine_Level": 0.726505186, + "LDH_Level": 249.3058904, + "Calcium_Level": 8.512239194, + "Phosphorus_Level": 3.438101417, + "Glucose_Level": 134.9231242, + "Potassium_Level": 3.623054319, + "Sodium_Level": 141.7748885, + "Smoking_Pack_Years": 25.17398295 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.81043857, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.78113188, + "White_Blood_Cell_Count": 4.826967987, + "Platelet_Count": 220.3841775, + "Albumin_Level": 3.48263531, + "Alkaline_Phosphatase_Level": 97.63982576, + "Alanine_Aminotransferase_Level": 16.37947896, + "Aspartate_Aminotransferase_Level": 49.13187944, + "Creatinine_Level": 1.338667324, + "LDH_Level": 180.2803402, + "Calcium_Level": 9.620431499, + "Phosphorus_Level": 2.716831349, + "Glucose_Level": 132.8397558, + "Potassium_Level": 4.105741315, + "Sodium_Level": 138.5640436, + "Smoking_Pack_Years": 76.84463884 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.42750445, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.04265834, + "White_Blood_Cell_Count": 5.2550608, + "Platelet_Count": 285.3708071, + "Albumin_Level": 3.411371232, + "Alkaline_Phosphatase_Level": 38.27563004, + "Alanine_Aminotransferase_Level": 32.19814024, + "Aspartate_Aminotransferase_Level": 46.23816405, + "Creatinine_Level": 0.707608747, + "LDH_Level": 120.9980295, + "Calcium_Level": 10.12794604, + "Phosphorus_Level": 3.726698663, + "Glucose_Level": 139.9098073, + "Potassium_Level": 4.886492151, + "Sodium_Level": 140.3524308, + "Smoking_Pack_Years": 24.89588195 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.12033795, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.51131511, + "White_Blood_Cell_Count": 7.982370907, + "Platelet_Count": 358.8471225, + "Albumin_Level": 3.628478441, + "Alkaline_Phosphatase_Level": 78.52376788, + "Alanine_Aminotransferase_Level": 8.442859179, + "Aspartate_Aminotransferase_Level": 20.22848313, + "Creatinine_Level": 1.02723674, + "LDH_Level": 193.9164276, + "Calcium_Level": 8.142605083, + "Phosphorus_Level": 4.069389107, + "Glucose_Level": 72.11440316, + "Potassium_Level": 3.665006501, + "Sodium_Level": 144.3872806, + "Smoking_Pack_Years": 78.56918686 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.92452117, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.21434193, + "White_Blood_Cell_Count": 9.180806779, + "Platelet_Count": 367.6133287, + "Albumin_Level": 3.446579926, + "Alkaline_Phosphatase_Level": 73.50083105, + "Alanine_Aminotransferase_Level": 36.06289058, + "Aspartate_Aminotransferase_Level": 37.97708374, + "Creatinine_Level": 1.335769423, + "LDH_Level": 221.4633969, + "Calcium_Level": 9.689895187, + "Phosphorus_Level": 4.437510986, + "Glucose_Level": 84.74512645, + "Potassium_Level": 4.651724021, + "Sodium_Level": 138.286311, + "Smoking_Pack_Years": 71.47446254 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.50127892, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.63625678, + "White_Blood_Cell_Count": 5.933304146, + "Platelet_Count": 152.137417, + "Albumin_Level": 3.612782846, + "Alkaline_Phosphatase_Level": 98.18844924, + "Alanine_Aminotransferase_Level": 33.55570606, + "Aspartate_Aminotransferase_Level": 49.95967372, + "Creatinine_Level": 0.965984514, + "LDH_Level": 186.845702, + "Calcium_Level": 9.171923945, + "Phosphorus_Level": 3.046039881, + "Glucose_Level": 103.8146325, + "Potassium_Level": 4.68656377, + "Sodium_Level": 143.0597116, + "Smoking_Pack_Years": 80.53896638 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.76948762, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.26104376, + "White_Blood_Cell_Count": 8.253050981, + "Platelet_Count": 436.1538347, + "Albumin_Level": 3.894667627, + "Alkaline_Phosphatase_Level": 91.01449747, + "Alanine_Aminotransferase_Level": 38.97155629, + "Aspartate_Aminotransferase_Level": 42.3663031, + "Creatinine_Level": 1.320036399, + "LDH_Level": 112.453617, + "Calcium_Level": 9.494804443, + "Phosphorus_Level": 4.358235462, + "Glucose_Level": 110.2927018, + "Potassium_Level": 3.828319268, + "Sodium_Level": 136.1576912, + "Smoking_Pack_Years": 52.69174438 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.47874541, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.72290242, + "White_Blood_Cell_Count": 8.110423675, + "Platelet_Count": 304.3041221, + "Albumin_Level": 4.309908427, + "Alkaline_Phosphatase_Level": 92.02517945, + "Alanine_Aminotransferase_Level": 39.28799177, + "Aspartate_Aminotransferase_Level": 36.81086517, + "Creatinine_Level": 1.383458761, + "LDH_Level": 210.8573175, + "Calcium_Level": 10.22859393, + "Phosphorus_Level": 4.783110251, + "Glucose_Level": 70.12567688, + "Potassium_Level": 3.945466004, + "Sodium_Level": 138.9563938, + "Smoking_Pack_Years": 81.94072837 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.73169873, + "Tumor_Location": 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"Glucose_Level": 125.5266019, + "Potassium_Level": 4.515959404, + "Sodium_Level": 137.1753786, + "Smoking_Pack_Years": 42.40850152 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.63544168, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.54174858, + "White_Blood_Cell_Count": 5.428765212, + "Platelet_Count": 444.3182855, + "Albumin_Level": 4.905475979, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.03459517, + "White_Blood_Cell_Count": 9.805217164, + "Platelet_Count": 401.6800039, + "Albumin_Level": 3.179578516, + "Alkaline_Phosphatase_Level": 55.96166669, + "Alanine_Aminotransferase_Level": 16.23017466, + "Aspartate_Aminotransferase_Level": 30.12505474, + "Creatinine_Level": 0.970868901, + "LDH_Level": 246.295915, + "Calcium_Level": 8.409633943, + "Phosphorus_Level": 3.846717548, + "Glucose_Level": 107.9540113, + "Potassium_Level": 4.176188883, + "Sodium_Level": 142.7860343, + "Smoking_Pack_Years": 91.88702129 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": 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9.135730896, + "Phosphorus_Level": 2.786016732, + "Glucose_Level": 143.4544558, + "Potassium_Level": 3.546641183, + "Sodium_Level": 141.9848293, + "Smoking_Pack_Years": 16.31864703 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.13161762, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.25761438, + "White_Blood_Cell_Count": 6.432593576, + "Platelet_Count": 321.0646607, + 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.19361111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.90526283, + "White_Blood_Cell_Count": 6.309962022, + "Platelet_Count": 416.0741718, + "Albumin_Level": 3.096013361, + "Alkaline_Phosphatase_Level": 89.35476732, + "Alanine_Aminotransferase_Level": 37.82039149, + "Aspartate_Aminotransferase_Level": 17.9291438, + "Creatinine_Level": 1.154784779, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.75965202, + "White_Blood_Cell_Count": 7.24124552, + "Platelet_Count": 413.3863793, + "Albumin_Level": 3.915603797, + "Alkaline_Phosphatase_Level": 79.31454401, + "Alanine_Aminotransferase_Level": 34.76387347, + "Aspartate_Aminotransferase_Level": 21.36840075, + "Creatinine_Level": 1.289554646, + "LDH_Level": 243.4536266, + "Calcium_Level": 8.240362632, + "Phosphorus_Level": 4.493398441, + "Glucose_Level": 106.2001179, + "Potassium_Level": 3.877114735, + "Sodium_Level": 138.6055494, + "Smoking_Pack_Years": 9.319741271 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.74250155, + "White_Blood_Cell_Count": 8.606477284, + "Platelet_Count": 305.8069894, + "Albumin_Level": 3.821647185, + "Alkaline_Phosphatase_Level": 53.37623643, + "Alanine_Aminotransferase_Level": 22.96686609, + "Aspartate_Aminotransferase_Level": 45.2350277, + "Creatinine_Level": 1.306261357, + "LDH_Level": 143.6187405, + "Calcium_Level": 9.695092903, + "Phosphorus_Level": 3.773976258, + "Glucose_Level": 88.87015521, + "Potassium_Level": 4.149695587, + "Sodium_Level": 137.2820031, + "Smoking_Pack_Years": 59.82185044 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.40391709, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "African 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"Smoking_Pack_Years": 23.95174441 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.76619456, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.4352759, + "White_Blood_Cell_Count": 5.153401602, + "Platelet_Count": 273.3233069, + "Albumin_Level": 3.872767892, + "Alkaline_Phosphatase_Level": 52.70681298, + "Alanine_Aminotransferase_Level": 39.74369792, + "Aspartate_Aminotransferase_Level": 41.48436869, + "Creatinine_Level": 0.835481013, + "LDH_Level": 216.2665485, + "Calcium_Level": 9.905920901, + "Phosphorus_Level": 4.124659274, + "Glucose_Level": 141.6357902, + "Potassium_Level": 3.937620983, + "Sodium_Level": 135.4808233, + "Smoking_Pack_Years": 77.71346452 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.97315442, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 109, + 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"Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.64529221, + "White_Blood_Cell_Count": 3.64842799, + "Platelet_Count": 324.8047814, + "Albumin_Level": 4.650074729, + "Alkaline_Phosphatase_Level": 70.06777132, + "Alanine_Aminotransferase_Level": 11.76525823, + "Aspartate_Aminotransferase_Level": 11.00145063, + "Creatinine_Level": 1.13900878, + "LDH_Level": 158.7038367, + "Calcium_Level": 8.298408811, + "Phosphorus_Level": 4.042858037, + "Glucose_Level": 82.69709436, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.46878506, + "White_Blood_Cell_Count": 5.713724747, + "Platelet_Count": 391.8169681, + "Albumin_Level": 4.989694404, + "Alkaline_Phosphatase_Level": 53.36770721, + "Alanine_Aminotransferase_Level": 17.58805774, + "Aspartate_Aminotransferase_Level": 35.33605088, + "Creatinine_Level": 1.132431729, + "LDH_Level": 123.9508425, + "Calcium_Level": 8.175934173, + "Phosphorus_Level": 3.850468515, + "Glucose_Level": 74.85807629, + "Potassium_Level": 4.06872354, + "Sodium_Level": 142.7619982, + "Smoking_Pack_Years": 47.5768396 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.53172346, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.61175231, + "White_Blood_Cell_Count": 5.675191243, + "Platelet_Count": 287.8498919, + "Albumin_Level": 4.668547022, + "Alkaline_Phosphatase_Level": 44.99870468, + "Alanine_Aminotransferase_Level": 31.48204161, + "Aspartate_Aminotransferase_Level": 40.59992567, + "Creatinine_Level": 1.33330652, + "LDH_Level": 166.2308473, + "Calcium_Level": 8.942745212, + "Phosphorus_Level": 4.27973615, + "Glucose_Level": 140.107914, + "Potassium_Level": 3.832527865, + "Sodium_Level": 143.0771987, + "Smoking_Pack_Years": 55.38562783 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.53363882, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.28892078, + "White_Blood_Cell_Count": 7.776361538, + "Platelet_Count": 285.968494, + "Albumin_Level": 3.59682639, + "Alkaline_Phosphatase_Level": 70.52521164, + "Alanine_Aminotransferase_Level": 37.6277364, + "Aspartate_Aminotransferase_Level": 28.3591726, + "Creatinine_Level": 0.795474013, + "LDH_Level": 167.8356758, + "Calcium_Level": 10.10034019, + "Phosphorus_Level": 4.782860265, + "Glucose_Level": 78.14098625, + "Potassium_Level": 4.579545678, + "Sodium_Level": 141.1619536, + "Smoking_Pack_Years": 48.602264 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.0584318, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.05106098, + "White_Blood_Cell_Count": 8.391966484, + "Platelet_Count": 266.5081086, + "Albumin_Level": 4.844682068, + "Alkaline_Phosphatase_Level": 47.8066605, + "Alanine_Aminotransferase_Level": 17.18096403, + "Aspartate_Aminotransferase_Level": 46.02502378, + "Creatinine_Level": 0.868600763, + "LDH_Level": 151.2746338, + "Calcium_Level": 8.259796495, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.99854623, + "White_Blood_Cell_Count": 7.561834643, + "Platelet_Count": 374.7622695, + "Albumin_Level": 3.07933833, + "Alkaline_Phosphatase_Level": 33.60021497, + "Alanine_Aminotransferase_Level": 7.713474755, + "Aspartate_Aminotransferase_Level": 24.60587395, + "Creatinine_Level": 1.089511423, + "LDH_Level": 214.1687266, + "Calcium_Level": 9.339890267, + "Phosphorus_Level": 3.614573986, + "Glucose_Level": 113.484093, + "Potassium_Level": 4.733546799, + "Sodium_Level": 135.5003226, + "Smoking_Pack_Years": 41.99741931 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.54259921, + "White_Blood_Cell_Count": 7.647323118, + "Platelet_Count": 300.1501185, + "Albumin_Level": 4.498288117, + "Alkaline_Phosphatase_Level": 119.4122711, + "Alanine_Aminotransferase_Level": 17.47159181, + "Aspartate_Aminotransferase_Level": 18.30391411, + "Creatinine_Level": 0.814372816, + "LDH_Level": 232.9568734, + "Calcium_Level": 9.462996535, + "Phosphorus_Level": 4.106895636, + "Glucose_Level": 140.9671482, + "Potassium_Level": 4.52339707, + "Sodium_Level": 142.4701247, + "Smoking_Pack_Years": 94.4812201 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.05464346, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.2883286, + "White_Blood_Cell_Count": 9.222468384, + "Platelet_Count": 286.0888079, + "Albumin_Level": 3.514977228, + "Alkaline_Phosphatase_Level": 52.0348995, + "Alanine_Aminotransferase_Level": 19.70494366, + "Aspartate_Aminotransferase_Level": 33.56852316, + "Creatinine_Level": 1.416121273, + "LDH_Level": 161.410805, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.56808437, + "White_Blood_Cell_Count": 4.170364406, + "Platelet_Count": 438.5676334, + "Albumin_Level": 4.809594098, + "Alkaline_Phosphatase_Level": 32.78879102, + "Alanine_Aminotransferase_Level": 7.561598072, + "Aspartate_Aminotransferase_Level": 29.75019548, + "Creatinine_Level": 1.170777202, + "LDH_Level": 144.1179689, + "Calcium_Level": 8.074103196, + "Phosphorus_Level": 4.045040087, + "Glucose_Level": 109.6659641, + "Potassium_Level": 4.357584526, + "Sodium_Level": 141.9690999, + "Smoking_Pack_Years": 72.62715027 + }, + { + "Age": 35, + "Gender": "Male", 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222.4941062, + "Calcium_Level": 9.550584745, + "Phosphorus_Level": 4.364130268, + "Glucose_Level": 84.99198696, + "Potassium_Level": 4.640934594, + "Sodium_Level": 137.4184972, + "Smoking_Pack_Years": 60.63374102 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.74838117, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.45136267, + "White_Blood_Cell_Count": 3.542608291, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.22051393, + "White_Blood_Cell_Count": 5.458130239, + "Platelet_Count": 206.1477486, + "Albumin_Level": 3.082451843, + "Alkaline_Phosphatase_Level": 90.69183754, + "Alanine_Aminotransferase_Level": 10.29489615, + "Aspartate_Aminotransferase_Level": 32.34508981, + "Creatinine_Level": 0.947211188, + "LDH_Level": 175.0058563, + "Calcium_Level": 8.964649913, + "Phosphorus_Level": 3.415727191, + "Glucose_Level": 145.4610462, + "Potassium_Level": 4.746437596, + "Sodium_Level": 141.3613202, + "Smoking_Pack_Years": 49.57976713 + }, + { + "Age": 47, + "Gender": 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181.6283204, + "Calcium_Level": 9.928509571, + "Phosphorus_Level": 4.623299439, + "Glucose_Level": 121.5736176, + "Potassium_Level": 4.862711407, + "Sodium_Level": 139.3605411, + "Smoking_Pack_Years": 97.02267127 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.2934384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.85020156, + "White_Blood_Cell_Count": 5.940643098, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.57692534, + "White_Blood_Cell_Count": 6.159752214, + "Platelet_Count": 276.9101162, + "Albumin_Level": 3.621570454, + "Alkaline_Phosphatase_Level": 118.7447823, + "Alanine_Aminotransferase_Level": 6.933342271, + "Aspartate_Aminotransferase_Level": 34.97956507, + "Creatinine_Level": 1.461959447, + "LDH_Level": 151.7029245, + "Calcium_Level": 8.256816365, + "Phosphorus_Level": 4.714360806, + "Glucose_Level": 132.3201735, + "Potassium_Level": 4.088830925, + "Sodium_Level": 138.9978463, + "Smoking_Pack_Years": 59.37687421 + }, + { + "Age": 37, + "Gender": "Male", 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193.8961645, + "Calcium_Level": 8.148839727, + "Phosphorus_Level": 4.512500567, + "Glucose_Level": 113.7616089, + "Potassium_Level": 4.641308312, + "Sodium_Level": 136.3508649, + "Smoking_Pack_Years": 47.21715615 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.2443401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.96683168, + "White_Blood_Cell_Count": 9.599542494, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.81707321, + "White_Blood_Cell_Count": 8.231898342, + "Platelet_Count": 428.172576, + "Albumin_Level": 3.545701474, + "Alkaline_Phosphatase_Level": 44.42968755, + "Alanine_Aminotransferase_Level": 15.92252118, + "Aspartate_Aminotransferase_Level": 18.8267276, + "Creatinine_Level": 0.597086123, + "LDH_Level": 144.3474869, + "Calcium_Level": 8.697115013, + "Phosphorus_Level": 4.613055683, + "Glucose_Level": 101.2971936, + "Potassium_Level": 4.470176357, + "Sodium_Level": 141.0216533, + "Smoking_Pack_Years": 74.09031488 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.45836324, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.52553597, + "White_Blood_Cell_Count": 7.51274583, + "Platelet_Count": 191.9135395, + "Albumin_Level": 4.597292, + "Alkaline_Phosphatase_Level": 74.26080729, + "Alanine_Aminotransferase_Level": 37.49201525, + "Aspartate_Aminotransferase_Level": 30.70959575, + "Creatinine_Level": 0.83090066, + "LDH_Level": 246.9986181, + "Calcium_Level": 10.44753511, + "Phosphorus_Level": 2.607561652, + "Glucose_Level": 97.35092455, + "Potassium_Level": 3.813988604, + "Sodium_Level": 139.7297685, + "Smoking_Pack_Years": 39.39460312 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.00188961, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.90791755, + "White_Blood_Cell_Count": 6.674560355, + "Platelet_Count": 349.6476147, + "Albumin_Level": 3.133749189, + "Alkaline_Phosphatase_Level": 36.98973223, + "Alanine_Aminotransferase_Level": 26.3225069, + "Aspartate_Aminotransferase_Level": 33.0944581, + "Creatinine_Level": 0.715421722, + "LDH_Level": 194.4697292, + "Calcium_Level": 9.261235994, + "Phosphorus_Level": 3.092361775, + "Glucose_Level": 136.047132, + "Potassium_Level": 4.163928954, + "Sodium_Level": 142.748725, + "Smoking_Pack_Years": 88.17145028 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.97178143, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.2363304, + "White_Blood_Cell_Count": 4.644970738, + "Platelet_Count": 298.8813825, + "Albumin_Level": 3.386180207, + "Alkaline_Phosphatase_Level": 89.42513843, + "Alanine_Aminotransferase_Level": 33.55079093, + "Aspartate_Aminotransferase_Level": 40.74054585, + "Creatinine_Level": 1.055132229, + "LDH_Level": 149.5634326, + "Calcium_Level": 8.893432007, + "Phosphorus_Level": 4.522768144, + "Glucose_Level": 75.79624496, + "Potassium_Level": 4.89739537, + "Sodium_Level": 135.8021013, + "Smoking_Pack_Years": 39.47801134 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.78060446, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 86, + 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"No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.79330753, + "White_Blood_Cell_Count": 7.201917371, + "Platelet_Count": 200.1312155, + "Albumin_Level": 3.547061486, + "Alkaline_Phosphatase_Level": 36.00587566, + "Alanine_Aminotransferase_Level": 8.209273354, + "Aspartate_Aminotransferase_Level": 33.03556994, + "Creatinine_Level": 1.439331686, + "LDH_Level": 246.6815668, + "Calcium_Level": 9.003220269, + "Phosphorus_Level": 3.507000783, + "Glucose_Level": 78.36395009, + "Potassium_Level": 4.766545237, + "Sodium_Level": 143.0548912, + "Smoking_Pack_Years": 77.79807132 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.36604566, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.17945267, + "White_Blood_Cell_Count": 8.992331476, + "Platelet_Count": 206.0784325, + "Albumin_Level": 3.581806717, + "Alkaline_Phosphatase_Level": 48.72882484, + "Alanine_Aminotransferase_Level": 25.68623644, + "Aspartate_Aminotransferase_Level": 23.14704613, + "Creatinine_Level": 1.08382287, + "LDH_Level": 175.5122959, + "Calcium_Level": 9.498524875, + "Phosphorus_Level": 4.381767847, + "Glucose_Level": 133.458888, + "Potassium_Level": 4.07463237, + "Sodium_Level": 140.4939601, + "Smoking_Pack_Years": 32.59612134 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.56366783, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.94654199, + "White_Blood_Cell_Count": 7.762092142, + "Platelet_Count": 177.7939362, + "Albumin_Level": 4.05122766, + "Alkaline_Phosphatase_Level": 89.28149742, + "Alanine_Aminotransferase_Level": 35.22104159, + "Aspartate_Aminotransferase_Level": 17.70165013, + "Creatinine_Level": 0.512373053, + "LDH_Level": 147.4645324, + "Calcium_Level": 10.34780949, + "Phosphorus_Level": 3.759811039, + "Glucose_Level": 119.2434588, + "Potassium_Level": 3.7340517, + "Sodium_Level": 141.5351225, + "Smoking_Pack_Years": 60.48836958 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.49175872, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 62, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.66876534, + "White_Blood_Cell_Count": 8.510082291, + "Platelet_Count": 364.2461734, + "Albumin_Level": 3.911566387, + "Alkaline_Phosphatase_Level": 54.12847324, + "Alanine_Aminotransferase_Level": 24.56617505, + "Aspartate_Aminotransferase_Level": 29.35590141, + "Creatinine_Level": 1.207705144, + "LDH_Level": 114.606206, + "Calcium_Level": 10.13617033, + "Phosphorus_Level": 4.818086921, + "Glucose_Level": 99.69711777, + "Potassium_Level": 4.954850998, + "Sodium_Level": 138.4378986, + "Smoking_Pack_Years": 27.62599537 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.83840738, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Alanine_Aminotransferase_Level": 29.01714707, + "Aspartate_Aminotransferase_Level": 15.94791559, + "Creatinine_Level": 1.211331285, + "LDH_Level": 179.4078482, + "Calcium_Level": 10.15743368, + "Phosphorus_Level": 3.627290474, + "Glucose_Level": 87.01566871, + "Potassium_Level": 4.954563417, + "Sodium_Level": 139.1667331, + "Smoking_Pack_Years": 1.918153481 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.48567778, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.92450014, + "White_Blood_Cell_Count": 7.067863775, + "Platelet_Count": 159.0541859, + "Albumin_Level": 4.562711748, + "Alkaline_Phosphatase_Level": 116.9100934, + "Alanine_Aminotransferase_Level": 32.48494399, + "Aspartate_Aminotransferase_Level": 22.67956104, + "Creatinine_Level": 1.476481731, + "LDH_Level": 136.0970216, + "Calcium_Level": 9.144942372, + "Phosphorus_Level": 4.258196195, + "Glucose_Level": 85.22220024, + "Potassium_Level": 4.949782113, + "Sodium_Level": 140.6539817, + "Smoking_Pack_Years": 38.07331421 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.82658998, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.2966784, + "White_Blood_Cell_Count": 7.918187904, + "Platelet_Count": 417.4703044, + "Albumin_Level": 3.639479911, + "Alkaline_Phosphatase_Level": 93.74866621, + "Alanine_Aminotransferase_Level": 31.86269752, + "Aspartate_Aminotransferase_Level": 25.51999752, + "Creatinine_Level": 0.55569644, + "LDH_Level": 240.270963, + "Calcium_Level": 10.44818258, + "Phosphorus_Level": 4.996437281, + "Glucose_Level": 99.1694941, + "Potassium_Level": 4.333183158, + "Sodium_Level": 136.1731662, + "Smoking_Pack_Years": 9.87311044 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.39728723, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.55944059, + "White_Blood_Cell_Count": 7.355384818, + "Platelet_Count": 285.7748354, + "Albumin_Level": 4.703406119, + "Alkaline_Phosphatase_Level": 41.54283211, + "Alanine_Aminotransferase_Level": 23.2986319, + "Aspartate_Aminotransferase_Level": 43.206457, + "Creatinine_Level": 1.08575119, + "LDH_Level": 178.1374486, + "Calcium_Level": 9.092148127, + "Phosphorus_Level": 3.849091624, + "Glucose_Level": 76.02904572, + "Potassium_Level": 4.542990377, + "Sodium_Level": 137.5677575, + "Smoking_Pack_Years": 18.23764731 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.02968541, + "Tumor_Location": "Middle 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130.2304046, + "Potassium_Level": 4.538792965, + "Sodium_Level": 140.1314285, + "Smoking_Pack_Years": 2.720456872 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.81194927, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.51824274, + "White_Blood_Cell_Count": 6.679314986, + "Platelet_Count": 430.7369072, + "Albumin_Level": 3.614839738, + "Alkaline_Phosphatase_Level": 94.12880586, + "Alanine_Aminotransferase_Level": 10.68949619, + "Aspartate_Aminotransferase_Level": 16.35601216, + "Creatinine_Level": 0.892843095, + "LDH_Level": 173.0285746, + "Calcium_Level": 8.600592568, + "Phosphorus_Level": 3.879843557, + "Glucose_Level": 139.8365784, + "Potassium_Level": 3.669303774, + "Sodium_Level": 139.1065374, + "Smoking_Pack_Years": 49.43095 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.52728889, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.60451204, + "White_Blood_Cell_Count": 7.492461457, + "Platelet_Count": 293.9986325, + "Albumin_Level": 3.486139863, + "Alkaline_Phosphatase_Level": 42.09183506, + "Alanine_Aminotransferase_Level": 25.76508708, + "Aspartate_Aminotransferase_Level": 29.62818046, + "Creatinine_Level": 1.124618802, + "LDH_Level": 180.4925036, + "Calcium_Level": 9.054296726, + "Phosphorus_Level": 4.065526075, + "Glucose_Level": 131.0211125, + "Potassium_Level": 4.209652798, + "Sodium_Level": 138.0376892, + "Smoking_Pack_Years": 13.40869141 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.32319971, + "Tumor_Location": 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4.486724001, + "Alkaline_Phosphatase_Level": 106.5101356, + "Alanine_Aminotransferase_Level": 6.353763124, + "Aspartate_Aminotransferase_Level": 33.04368851, + "Creatinine_Level": 0.618898101, + "LDH_Level": 131.8575716, + "Calcium_Level": 9.443453617, + "Phosphorus_Level": 3.514183826, + "Glucose_Level": 121.8920659, + "Potassium_Level": 3.542835547, + "Sodium_Level": 143.123017, + "Smoking_Pack_Years": 46.27378058 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.03286382, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.99527643, + "White_Blood_Cell_Count": 6.569574437, + "Platelet_Count": 412.4312949, + "Albumin_Level": 4.337294572, + "Alkaline_Phosphatase_Level": 88.91551119, + "Alanine_Aminotransferase_Level": 20.22407344, + "Aspartate_Aminotransferase_Level": 43.28959878, + "Creatinine_Level": 1.220979262, + "LDH_Level": 169.4243317, + "Calcium_Level": 9.854384107, + "Phosphorus_Level": 3.706247039, + "Glucose_Level": 129.7129059, + "Potassium_Level": 3.813870746, + "Sodium_Level": 137.0880039, + "Smoking_Pack_Years": 63.58010029 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.56435689, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.80364903, + "White_Blood_Cell_Count": 6.529305553, + "Platelet_Count": 184.9623161, + "Albumin_Level": 3.128748499, + "Alkaline_Phosphatase_Level": 34.03935192, + "Alanine_Aminotransferase_Level": 24.14511632, + "Aspartate_Aminotransferase_Level": 10.41342406, + "Creatinine_Level": 1.367375307, + "LDH_Level": 175.2586306, + "Calcium_Level": 10.09267439, + "Phosphorus_Level": 3.688599188, + "Glucose_Level": 110.6180385, + "Potassium_Level": 4.048861162, + "Sodium_Level": 144.375128, + "Smoking_Pack_Years": 47.67290179 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.96242817, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.56935424, + "White_Blood_Cell_Count": 7.24342105, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.69664199, + "White_Blood_Cell_Count": 9.633552805, + "Platelet_Count": 225.7965063, + "Albumin_Level": 3.530571804, + "Alkaline_Phosphatase_Level": 87.95410335, + "Alanine_Aminotransferase_Level": 29.46845814, + "Aspartate_Aminotransferase_Level": 47.023005, + "Creatinine_Level": 0.570939655, + "LDH_Level": 115.5166869, + "Calcium_Level": 9.642369999, + "Phosphorus_Level": 2.793582311, + "Glucose_Level": 122.1654287, + "Potassium_Level": 3.821661765, + "Sodium_Level": 140.3007918, + "Smoking_Pack_Years": 65.46520416 + }, + { + "Age": 74, + "Gender": 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170.9227788, + "Calcium_Level": 9.119506787, + "Phosphorus_Level": 2.930076576, + "Glucose_Level": 108.6550398, + "Potassium_Level": 4.913593042, + "Sodium_Level": 143.5012173, + "Smoking_Pack_Years": 15.53666063 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.72515919, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.30078804, + "White_Blood_Cell_Count": 5.386454203, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.84866459, + "White_Blood_Cell_Count": 3.754357432, + "Platelet_Count": 176.9464642, + "Albumin_Level": 3.277270991, + "Alkaline_Phosphatase_Level": 86.43619477, + "Alanine_Aminotransferase_Level": 38.54477589, + "Aspartate_Aminotransferase_Level": 34.00658567, + "Creatinine_Level": 0.781784342, + "LDH_Level": 125.2940796, + "Calcium_Level": 9.052763932, + "Phosphorus_Level": 3.912322322, + "Glucose_Level": 141.0896335, + "Potassium_Level": 4.379959633, + "Sodium_Level": 143.1725421, + "Smoking_Pack_Years": 21.24779385 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.58650762, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.31203941, + "White_Blood_Cell_Count": 9.565581714, + "Platelet_Count": 182.9915236, + "Albumin_Level": 3.501448795, + "Alkaline_Phosphatase_Level": 70.12662114, + "Alanine_Aminotransferase_Level": 34.68951307, + "Aspartate_Aminotransferase_Level": 32.46404799, + "Creatinine_Level": 0.506130809, + "LDH_Level": 167.1441239, + "Calcium_Level": 8.620756098, + "Phosphorus_Level": 2.560736243, + "Glucose_Level": 131.2752463, + "Potassium_Level": 3.632128446, + "Sodium_Level": 139.3950188, + "Smoking_Pack_Years": 57.92271474 + }, + { 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"Creatinine_Level": 0.541995844, + "LDH_Level": 231.0668972, + "Calcium_Level": 8.860185274, + "Phosphorus_Level": 3.746545718, + "Glucose_Level": 140.0420757, + "Potassium_Level": 3.630011599, + "Sodium_Level": 138.3985597, + "Smoking_Pack_Years": 1.427975391 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.46972739, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.68060666, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.67664781, + "White_Blood_Cell_Count": 4.082748167, + "Platelet_Count": 363.8448311, + "Albumin_Level": 4.632332403, + "Alkaline_Phosphatase_Level": 42.718955, + "Alanine_Aminotransferase_Level": 20.9061547, + "Aspartate_Aminotransferase_Level": 38.29941957, + "Creatinine_Level": 1.246838717, + "LDH_Level": 152.7520853, + "Calcium_Level": 9.98357317, + "Phosphorus_Level": 4.563056523, + "Glucose_Level": 74.48422849, + "Potassium_Level": 4.702170632, + "Sodium_Level": 140.6891182, + "Smoking_Pack_Years": 67.82274666 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.00937416, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 34.11939868, + "Creatinine_Level": 1.441120596, + "LDH_Level": 231.7983466, + "Calcium_Level": 10.48162561, + "Phosphorus_Level": 3.117599305, + "Glucose_Level": 147.6807084, + "Potassium_Level": 4.215466042, + "Sodium_Level": 140.3097746, + "Smoking_Pack_Years": 42.15611669 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.36962652, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 79, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.0876269, + "White_Blood_Cell_Count": 6.05357182, + "Platelet_Count": 188.8566134, + "Albumin_Level": 4.569841757, + "Alkaline_Phosphatase_Level": 88.2456917, + "Alanine_Aminotransferase_Level": 13.99710573, + "Aspartate_Aminotransferase_Level": 37.42175761, + "Creatinine_Level": 1.022139817, + "LDH_Level": 131.347668, + "Calcium_Level": 10.11835962, + "Phosphorus_Level": 3.137022832, + "Glucose_Level": 116.7053321, + "Potassium_Level": 4.81913764, + "Sodium_Level": 143.6775798, + "Smoking_Pack_Years": 26.34619982 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.48842909, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.12171977, + "White_Blood_Cell_Count": 9.858011967, + "Platelet_Count": 175.992244, + "Albumin_Level": 3.991746865, + "Alkaline_Phosphatase_Level": 58.63772792, + "Alanine_Aminotransferase_Level": 11.39800025, + "Aspartate_Aminotransferase_Level": 35.48973353, + "Creatinine_Level": 1.406518911, + "LDH_Level": 201.3153945, + "Calcium_Level": 8.759756305, + "Phosphorus_Level": 4.306138298, + "Glucose_Level": 90.87509605, + "Potassium_Level": 3.906785724, + "Sodium_Level": 143.8921918, + "Smoking_Pack_Years": 24.9788251 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.04430695, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.78500014, + "White_Blood_Cell_Count": 7.31227306, + "Platelet_Count": 279.6869498, + "Albumin_Level": 4.533813495, + "Alkaline_Phosphatase_Level": 61.44131811, + "Alanine_Aminotransferase_Level": 35.73918981, + "Aspartate_Aminotransferase_Level": 16.51327897, + "Creatinine_Level": 1.225954921, + "LDH_Level": 159.5227049, + "Calcium_Level": 9.365972287, + "Phosphorus_Level": 2.873877102, + "Glucose_Level": 107.7921151, + "Potassium_Level": 4.239439394, + "Sodium_Level": 139.0490338, + "Smoking_Pack_Years": 37.76754862 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.82555263, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.99052032, + "White_Blood_Cell_Count": 5.552315627, + "Platelet_Count": 361.6384072, + "Albumin_Level": 3.787519733, + "Alkaline_Phosphatase_Level": 47.21017956, + "Alanine_Aminotransferase_Level": 8.844714126, + "Aspartate_Aminotransferase_Level": 22.0651572, + "Creatinine_Level": 0.750566359, + "LDH_Level": 172.229975, + "Calcium_Level": 9.89632622, + "Phosphorus_Level": 3.098343017, + "Glucose_Level": 119.6159827, + "Potassium_Level": 4.041015716, + "Sodium_Level": 139.6922137, + "Smoking_Pack_Years": 67.30596445 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.95253508, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.37947431, + "White_Blood_Cell_Count": 5.649526337, + "Platelet_Count": 211.483021, + "Albumin_Level": 3.466100716, + "Alkaline_Phosphatase_Level": 72.43987249, + "Alanine_Aminotransferase_Level": 28.25262404, + "Aspartate_Aminotransferase_Level": 14.46336116, + "Creatinine_Level": 0.690075168, + "LDH_Level": 234.5743839, + "Calcium_Level": 8.298877024, + "Phosphorus_Level": 3.073918254, + "Glucose_Level": 133.6335198, + "Potassium_Level": 4.804859222, + "Sodium_Level": 139.732594, + "Smoking_Pack_Years": 66.23559652 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.11963705, + "Tumor_Location": 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"Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.67168292, + "White_Blood_Cell_Count": 5.143016977, + "Platelet_Count": 295.8943096, + "Albumin_Level": 3.679253785, + "Alkaline_Phosphatase_Level": 111.7937279, + "Alanine_Aminotransferase_Level": 35.0177533, + "Aspartate_Aminotransferase_Level": 24.97922185, + "Creatinine_Level": 0.685581353, + "LDH_Level": 138.791429, + "Calcium_Level": 8.919894381, + "Phosphorus_Level": 4.70872426, + "Glucose_Level": 143.8296912, + "Potassium_Level": 4.47093757, + "Sodium_Level": 142.4016119, + "Smoking_Pack_Years": 30.91171316 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.36299684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.83200556, + "White_Blood_Cell_Count": 7.869749686, + "Platelet_Count": 201.5659021, + "Albumin_Level": 4.858360145, + "Alkaline_Phosphatase_Level": 114.8194794, + "Alanine_Aminotransferase_Level": 37.38945267, + "Aspartate_Aminotransferase_Level": 36.39801417, + "Creatinine_Level": 0.723726015, + "LDH_Level": 241.9639505, + "Calcium_Level": 8.32622542, + "Phosphorus_Level": 3.882798093, + "Glucose_Level": 145.1359213, + "Potassium_Level": 3.774507633, + "Sodium_Level": 142.1201536, + "Smoking_Pack_Years": 83.40016477 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.15479007, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.70301563, + "White_Blood_Cell_Count": 6.890465653, + "Platelet_Count": 273.5964338, + "Albumin_Level": 3.849842944, + "Alkaline_Phosphatase_Level": 72.07598322, + "Alanine_Aminotransferase_Level": 13.69015575, + "Aspartate_Aminotransferase_Level": 32.77917137, + "Creatinine_Level": 1.365576589, + "LDH_Level": 170.9208243, + "Calcium_Level": 8.418354027, + "Phosphorus_Level": 4.827060022, + "Glucose_Level": 137.18616, + "Potassium_Level": 4.414930535, + "Sodium_Level": 138.2152239, + "Smoking_Pack_Years": 70.40568532 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.52185549, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.15822757, + "White_Blood_Cell_Count": 6.866629346, + "Platelet_Count": 160.0533752, + "Albumin_Level": 4.520177921, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.71407364, + "White_Blood_Cell_Count": 7.019338382, + "Platelet_Count": 165.5274284, + "Albumin_Level": 4.52135461, + "Alkaline_Phosphatase_Level": 112.3725088, + "Alanine_Aminotransferase_Level": 25.50570078, + "Aspartate_Aminotransferase_Level": 48.16138266, + "Creatinine_Level": 1.36842943, + "LDH_Level": 240.1581721, + "Calcium_Level": 9.387541371, + "Phosphorus_Level": 3.729021827, + "Glucose_Level": 78.01962695, + "Potassium_Level": 4.844993747, + "Sodium_Level": 141.1051101, + "Smoking_Pack_Years": 46.44553266 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.85928689, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.37563345, + "White_Blood_Cell_Count": 7.10557555, + "Platelet_Count": 355.212279, + "Albumin_Level": 3.799864936, + "Alkaline_Phosphatase_Level": 75.00671944, + "Alanine_Aminotransferase_Level": 9.573539744, + "Aspartate_Aminotransferase_Level": 21.11336624, + "Creatinine_Level": 0.625394616, + "LDH_Level": 101.8573855, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.22000194, + "White_Blood_Cell_Count": 5.39949079, + "Platelet_Count": 218.3312146, + "Albumin_Level": 3.186970369, + "Alkaline_Phosphatase_Level": 73.22300687, + "Alanine_Aminotransferase_Level": 33.97714757, + "Aspartate_Aminotransferase_Level": 42.18962154, + "Creatinine_Level": 1.262521427, + "LDH_Level": 216.2155829, + "Calcium_Level": 9.715611949, + "Phosphorus_Level": 2.766015635, + "Glucose_Level": 96.89148769, + "Potassium_Level": 4.035683859, + "Sodium_Level": 137.5785993, + "Smoking_Pack_Years": 16.83564561 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.19899435, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.04748737, + "White_Blood_Cell_Count": 6.678039481, + "Platelet_Count": 420.7819778, + "Albumin_Level": 3.747175308, + "Alkaline_Phosphatase_Level": 82.8051855, + "Alanine_Aminotransferase_Level": 27.47793171, + "Aspartate_Aminotransferase_Level": 33.32451996, + "Creatinine_Level": 1.496862266, + "LDH_Level": 209.2349798, + "Calcium_Level": 9.544094475, + "Phosphorus_Level": 3.068547375, + "Glucose_Level": 117.0733367, + "Potassium_Level": 3.803515259, + "Sodium_Level": 140.5637504, + "Smoking_Pack_Years": 46.43875905 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.41559376, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", 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"Creatinine_Level": 1.200222575, + "LDH_Level": 170.5507425, + "Calcium_Level": 9.279138222, + "Phosphorus_Level": 3.142709171, + "Glucose_Level": 100.5117168, + "Potassium_Level": 4.131434514, + "Sodium_Level": 141.4467214, + "Smoking_Pack_Years": 67.91899907 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.10707498, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.05333116, + "White_Blood_Cell_Count": 4.119016066, + "Platelet_Count": 274.9636124, + "Albumin_Level": 3.393030455, + "Alkaline_Phosphatase_Level": 95.13525536, + "Alanine_Aminotransferase_Level": 11.84396597, + "Aspartate_Aminotransferase_Level": 25.30435229, + "Creatinine_Level": 0.919368101, + "LDH_Level": 117.3962235, + "Calcium_Level": 9.823163826, + "Phosphorus_Level": 3.529437575, + "Glucose_Level": 105.103386, + "Potassium_Level": 3.611215824, + "Sodium_Level": 138.8029288, + "Smoking_Pack_Years": 76.87134702 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.41223504, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + 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138.0779861, + "Smoking_Pack_Years": 37.85992341 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.91326395, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.1347096, + "White_Blood_Cell_Count": 5.739265882, + "Platelet_Count": 297.5352301, + "Albumin_Level": 4.350428018, + "Alkaline_Phosphatase_Level": 77.11084398, + "Alanine_Aminotransferase_Level": 34.13070229, + "Aspartate_Aminotransferase_Level": 36.69224321, + "Creatinine_Level": 1.239417859, + "LDH_Level": 157.9999245, + "Calcium_Level": 8.285151864, + "Phosphorus_Level": 4.069213631, + "Glucose_Level": 142.0784753, + "Potassium_Level": 3.517106217, + "Sodium_Level": 138.3060898, + "Smoking_Pack_Years": 31.13443062 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.48914478, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 64, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.29246117, + "White_Blood_Cell_Count": 9.191670194, + "Platelet_Count": 191.7164928, + "Albumin_Level": 3.679773239, + "Alkaline_Phosphatase_Level": 59.04081164, + "Alanine_Aminotransferase_Level": 26.54456935, + "Aspartate_Aminotransferase_Level": 29.21340106, + "Creatinine_Level": 0.760646773, + "LDH_Level": 145.4117726, + "Calcium_Level": 8.605931022, + "Phosphorus_Level": 4.219978086, + "Glucose_Level": 117.8979484, + "Potassium_Level": 3.523547308, + "Sodium_Level": 135.3930594, + "Smoking_Pack_Years": 19.35248265 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.57975081, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.1082371, + "White_Blood_Cell_Count": 6.743770094, + "Platelet_Count": 419.3312542, + "Albumin_Level": 3.039856928, + "Alkaline_Phosphatase_Level": 89.13720108, + "Alanine_Aminotransferase_Level": 14.18067256, + "Aspartate_Aminotransferase_Level": 27.32366681, + "Creatinine_Level": 1.139541811, + "LDH_Level": 194.5631464, + "Calcium_Level": 9.351611792, + "Phosphorus_Level": 2.510656516, + "Glucose_Level": 136.2648264, + "Potassium_Level": 3.700583717, + "Sodium_Level": 143.4545748, + "Smoking_Pack_Years": 12.29294641 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.49886846, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.58528266, + "White_Blood_Cell_Count": 5.969105225, + "Platelet_Count": 410.8410379, + "Albumin_Level": 4.830040944, + "Alkaline_Phosphatase_Level": 89.37446327, + 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"Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.69621423, + "White_Blood_Cell_Count": 9.03169292, + "Platelet_Count": 283.000978, + "Albumin_Level": 3.05514059, + "Alkaline_Phosphatase_Level": 115.3443044, + "Alanine_Aminotransferase_Level": 31.1947156, + "Aspartate_Aminotransferase_Level": 44.13017582, + "Creatinine_Level": 1.092411659, + "LDH_Level": 205.0113488, + "Calcium_Level": 8.842145529, + "Phosphorus_Level": 2.710447653, + "Glucose_Level": 107.0434453, + "Potassium_Level": 4.514674216, + "Sodium_Level": 138.2392074, + "Smoking_Pack_Years": 16.01629901 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.96340832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.72666356, + "White_Blood_Cell_Count": 8.700386461, + "Platelet_Count": 219.6015148, + "Albumin_Level": 4.554322441, + "Alkaline_Phosphatase_Level": 66.93677844, + "Alanine_Aminotransferase_Level": 23.02845163, + "Aspartate_Aminotransferase_Level": 46.13875359, + "Creatinine_Level": 1.177889324, + "LDH_Level": 178.5616616, + "Calcium_Level": 8.98193056, + "Phosphorus_Level": 2.964524564, + "Glucose_Level": 91.91698377, + "Potassium_Level": 4.767213226, + "Sodium_Level": 135.9396137, + "Smoking_Pack_Years": 7.325527249 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.00511169, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.79462524, + "White_Blood_Cell_Count": 9.269857594, + "Platelet_Count": 348.708017, + "Albumin_Level": 3.468062807, + "Alkaline_Phosphatase_Level": 43.62845835, + "Alanine_Aminotransferase_Level": 31.77127258, + "Aspartate_Aminotransferase_Level": 28.0917419, + "Creatinine_Level": 1.17146052, + "LDH_Level": 216.1835633, + "Calcium_Level": 9.602025596, + "Phosphorus_Level": 4.186759476, + "Glucose_Level": 84.56849206, + "Potassium_Level": 4.238645842, + "Sodium_Level": 143.6671642, + "Smoking_Pack_Years": 87.78173895 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.89885729, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.43434329, + "White_Blood_Cell_Count": 8.569199707, + "Platelet_Count": 198.0170027, + "Albumin_Level": 3.908947097, + "Alkaline_Phosphatase_Level": 101.5775213, + "Alanine_Aminotransferase_Level": 31.32130169, + "Aspartate_Aminotransferase_Level": 23.07117365, + "Creatinine_Level": 1.248458796, + "LDH_Level": 134.6712122, + "Calcium_Level": 9.483326704, + "Phosphorus_Level": 4.68948839, + "Glucose_Level": 147.7865801, + "Potassium_Level": 4.983443496, + "Sodium_Level": 140.3275398, + "Smoking_Pack_Years": 86.68505235 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.9850609, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.54204162, + "White_Blood_Cell_Count": 3.894859289, + "Platelet_Count": 391.6329885, + "Albumin_Level": 4.049359825, + "Alkaline_Phosphatase_Level": 115.752563, + "Alanine_Aminotransferase_Level": 6.97366277, + "Aspartate_Aminotransferase_Level": 37.14151358, + "Creatinine_Level": 1.460821134, + "LDH_Level": 115.7977894, + "Calcium_Level": 8.802764646, + "Phosphorus_Level": 4.218655904, + 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38.50332219, + "Alanine_Aminotransferase_Level": 15.46328041, + "Aspartate_Aminotransferase_Level": 18.68128661, + "Creatinine_Level": 0.572207479, + "LDH_Level": 176.1527457, + "Calcium_Level": 8.812670082, + "Phosphorus_Level": 3.39422249, + "Glucose_Level": 101.8033418, + "Potassium_Level": 3.568693992, + "Sodium_Level": 142.3069954, + "Smoking_Pack_Years": 74.24445564 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.22154736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.45085231, + "White_Blood_Cell_Count": 4.862078319, + "Platelet_Count": 283.4419894, + "Albumin_Level": 3.494657312, + "Alkaline_Phosphatase_Level": 115.3158239, + "Alanine_Aminotransferase_Level": 17.79424864, + "Aspartate_Aminotransferase_Level": 47.50588042, + "Creatinine_Level": 1.156554254, + "LDH_Level": 219.2800157, + "Calcium_Level": 8.645776925, + "Phosphorus_Level": 3.309161237, + "Glucose_Level": 141.2971734, + "Potassium_Level": 4.272030207, + "Sodium_Level": 144.5828035, + "Smoking_Pack_Years": 1.636891984 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.26122324, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.22072755, + "White_Blood_Cell_Count": 7.195078188, + "Platelet_Count": 307.948163, + "Albumin_Level": 3.534798496, + "Alkaline_Phosphatase_Level": 78.49585632, + "Alanine_Aminotransferase_Level": 18.01811606, + "Aspartate_Aminotransferase_Level": 21.36829349, + "Creatinine_Level": 0.993446565, + "LDH_Level": 200.984923, + "Calcium_Level": 9.160448511, + "Phosphorus_Level": 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"Tumor_Size_mm": 99.59843181, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.12471505, + "White_Blood_Cell_Count": 8.642961923, + "Platelet_Count": 166.6410466, + "Albumin_Level": 4.663411503, + "Alkaline_Phosphatase_Level": 48.11768391, + "Alanine_Aminotransferase_Level": 24.98902432, + "Aspartate_Aminotransferase_Level": 10.70831273, + "Creatinine_Level": 1.194804932, + "LDH_Level": 167.48427, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.20070087, + "White_Blood_Cell_Count": 7.917115932, + "Platelet_Count": 203.5467242, + "Albumin_Level": 4.583053024, + "Alkaline_Phosphatase_Level": 84.71548938, + "Alanine_Aminotransferase_Level": 36.74781595, + "Aspartate_Aminotransferase_Level": 31.0879044, + "Creatinine_Level": 0.55556394, + "LDH_Level": 145.7889783, + "Calcium_Level": 9.541276445, + "Phosphorus_Level": 3.314764219, + "Glucose_Level": 125.0019488, + "Potassium_Level": 4.52306052, + "Sodium_Level": 136.0265018, + "Smoking_Pack_Years": 10.80182585 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.98316009, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.66672666, + "White_Blood_Cell_Count": 8.276806824, + "Platelet_Count": 352.1216288, + "Albumin_Level": 4.511547968, + "Alkaline_Phosphatase_Level": 48.31284994, + "Alanine_Aminotransferase_Level": 14.02405309, + "Aspartate_Aminotransferase_Level": 16.0071792, + "Creatinine_Level": 0.616551879, + "LDH_Level": 240.2763149, + "Calcium_Level": 8.026064059, + "Phosphorus_Level": 4.883084129, + "Glucose_Level": 89.69872977, + "Potassium_Level": 4.447922321, + "Sodium_Level": 136.794926, + "Smoking_Pack_Years": 15.53174511 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.38484684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.28137896, + "White_Blood_Cell_Count": 6.211207917, + "Platelet_Count": 430.4326849, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.18916972, + "White_Blood_Cell_Count": 7.703141918, + "Platelet_Count": 410.2149369, + "Albumin_Level": 3.92299889, + "Alkaline_Phosphatase_Level": 39.96019648, + "Alanine_Aminotransferase_Level": 26.22727761, + "Aspartate_Aminotransferase_Level": 24.08788047, + "Creatinine_Level": 1.022384672, + "LDH_Level": 247.1070792, + "Calcium_Level": 10.45628162, + "Phosphorus_Level": 4.926094166, + "Glucose_Level": 137.9497307, + "Potassium_Level": 3.581620952, + "Sodium_Level": 136.2472983, + "Smoking_Pack_Years": 79.76255808 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.26010201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.69853714, + "White_Blood_Cell_Count": 4.256540599, + "Platelet_Count": 412.6193577, + "Albumin_Level": 3.33235079, + "Alkaline_Phosphatase_Level": 44.78872626, + "Alanine_Aminotransferase_Level": 23.58566747, + "Aspartate_Aminotransferase_Level": 32.08015558, + "Creatinine_Level": 0.791123626, + "LDH_Level": 204.3585425, + "Calcium_Level": 8.546599077, + "Phosphorus_Level": 4.14193342, + "Glucose_Level": 82.80302857, + "Potassium_Level": 4.987907645, + "Sodium_Level": 138.6179069, + "Smoking_Pack_Years": 76.62332337 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.68935244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.90171095, + "White_Blood_Cell_Count": 9.699834899, + "Platelet_Count": 373.1170804, + "Albumin_Level": 4.850392643, + "Alkaline_Phosphatase_Level": 80.35959978, + "Alanine_Aminotransferase_Level": 39.60292068, + "Aspartate_Aminotransferase_Level": 36.60586661, + "Creatinine_Level": 1.365686844, + "LDH_Level": 222.4855236, + "Calcium_Level": 8.658097672, + "Phosphorus_Level": 3.22541994, + "Glucose_Level": 97.53553585, + "Potassium_Level": 4.510441545, + "Sodium_Level": 139.8939612, + "Smoking_Pack_Years": 0.561168494 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.9526724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.75749846, + "White_Blood_Cell_Count": 5.894243499, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.0810265, + "White_Blood_Cell_Count": 4.99019755, + "Platelet_Count": 158.7878565, + "Albumin_Level": 3.329268835, + "Alkaline_Phosphatase_Level": 51.12346082, + "Alanine_Aminotransferase_Level": 12.81857115, + "Aspartate_Aminotransferase_Level": 45.78185096, + "Creatinine_Level": 1.262573028, + "LDH_Level": 188.440288, + "Calcium_Level": 10.10888625, + "Phosphorus_Level": 3.459658965, + "Glucose_Level": 106.8578477, + "Potassium_Level": 4.48778559, + "Sodium_Level": 142.1235611, + "Smoking_Pack_Years": 87.45514126 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.46989377, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.64927165, + "White_Blood_Cell_Count": 8.307289546, + "Platelet_Count": 183.5643238, + "Albumin_Level": 3.782180879, + "Alkaline_Phosphatase_Level": 33.67945199, + "Alanine_Aminotransferase_Level": 38.73246192, + "Aspartate_Aminotransferase_Level": 36.34771079, + "Creatinine_Level": 1.003782236, + "LDH_Level": 195.8117282, + "Calcium_Level": 9.673561529, + "Phosphorus_Level": 4.348209193, + "Glucose_Level": 87.29358834, + "Potassium_Level": 4.291317043, + "Sodium_Level": 137.1856269, + "Smoking_Pack_Years": 16.40343276 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.21034674, + "White_Blood_Cell_Count": 6.003799256, + "Platelet_Count": 286.221908, + "Albumin_Level": 4.359933684, + "Alkaline_Phosphatase_Level": 101.1822952, + "Alanine_Aminotransferase_Level": 11.04358346, + "Aspartate_Aminotransferase_Level": 24.25058335, + "Creatinine_Level": 1.26825563, + "LDH_Level": 181.9374039, + "Calcium_Level": 8.947001579, + "Phosphorus_Level": 2.823754671, + "Glucose_Level": 97.84502476, + "Potassium_Level": 4.349703557, + "Sodium_Level": 139.0328867, + "Smoking_Pack_Years": 36.89740597 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.12965616, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.63115038, + "White_Blood_Cell_Count": 6.154902737, + "Platelet_Count": 257.9725325, + "Albumin_Level": 3.759808567, + "Alkaline_Phosphatase_Level": 64.13105168, + "Alanine_Aminotransferase_Level": 9.817121847, + "Aspartate_Aminotransferase_Level": 40.19331703, + "Creatinine_Level": 1.252992622, + "LDH_Level": 124.2501411, + "Calcium_Level": 8.872742908, + "Phosphorus_Level": 4.853357293, + "Glucose_Level": 96.81991188, + "Potassium_Level": 3.876878901, + "Sodium_Level": 139.5095969, + "Smoking_Pack_Years": 30.4700654 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.80458408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.80017961, + "White_Blood_Cell_Count": 7.10259511, + "Platelet_Count": 296.8911435, + "Albumin_Level": 3.483212325, + "Alkaline_Phosphatase_Level": 69.04094729, + "Alanine_Aminotransferase_Level": 30.66056597, + "Aspartate_Aminotransferase_Level": 37.82882526, + "Creatinine_Level": 1.266935158, + "LDH_Level": 152.5111723, + "Calcium_Level": 9.43774641, + "Phosphorus_Level": 4.520698915, + "Glucose_Level": 86.89602547, + "Potassium_Level": 3.961937633, + "Sodium_Level": 138.051968, + "Smoking_Pack_Years": 86.59813469 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.72685499, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.67018904, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.03499974, + "White_Blood_Cell_Count": 7.022289654, + "Platelet_Count": 315.6199902, + "Albumin_Level": 3.635651867, + "Alkaline_Phosphatase_Level": 82.72722968, + "Alanine_Aminotransferase_Level": 11.36692896, + "Aspartate_Aminotransferase_Level": 19.35503846, + "Creatinine_Level": 1.117911214, + "LDH_Level": 209.9257961, + "Calcium_Level": 10.47392213, + "Phosphorus_Level": 3.771908918, + "Glucose_Level": 118.3619627, + "Potassium_Level": 4.569264971, + "Sodium_Level": 143.8084126, + "Smoking_Pack_Years": 27.91058013 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.93713781, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.06965968, + "White_Blood_Cell_Count": 7.763720954, + "Platelet_Count": 226.1902148, + "Albumin_Level": 3.255168963, + "Alkaline_Phosphatase_Level": 70.97285027, + "Alanine_Aminotransferase_Level": 8.413658469, + "Aspartate_Aminotransferase_Level": 33.17542065, + "Creatinine_Level": 1.370040835, + "LDH_Level": 180.6020259, + "Calcium_Level": 8.364020945, + "Phosphorus_Level": 4.49785434, + "Glucose_Level": 95.91300366, + "Potassium_Level": 4.964524619, + "Sodium_Level": 143.07549, + "Smoking_Pack_Years": 63.44102571 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.0216411, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.03702645, + "White_Blood_Cell_Count": 8.407701944, + "Platelet_Count": 414.0775506, + "Albumin_Level": 3.655938081, + "Alkaline_Phosphatase_Level": 100.218255, + "Alanine_Aminotransferase_Level": 5.887768122, + "Aspartate_Aminotransferase_Level": 38.44105261, + "Creatinine_Level": 0.675224272, + "LDH_Level": 112.1610821, + "Calcium_Level": 10.23702791, + "Phosphorus_Level": 3.302927936, + "Glucose_Level": 121.8485461, + "Potassium_Level": 4.748760564, + "Sodium_Level": 143.7984614, + "Smoking_Pack_Years": 84.51422787 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.23740063, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.39503574, + "White_Blood_Cell_Count": 3.947958325, + "Platelet_Count": 341.8248528, + "Albumin_Level": 4.848627215, + "Alkaline_Phosphatase_Level": 114.5516132, + "Alanine_Aminotransferase_Level": 38.9303061, + "Aspartate_Aminotransferase_Level": 13.95610692, + "Creatinine_Level": 1.254829473, + "LDH_Level": 223.1251139, + "Calcium_Level": 8.215898228, + "Phosphorus_Level": 4.153084166, + "Glucose_Level": 115.5460724, + "Potassium_Level": 3.822412462, + "Sodium_Level": 140.458582, + "Smoking_Pack_Years": 83.28565151 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.89531443, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.89984722, + "White_Blood_Cell_Count": 8.603927079, + "Platelet_Count": 345.6417554, + "Albumin_Level": 4.373367983, + "Alkaline_Phosphatase_Level": 64.18859095, + "Alanine_Aminotransferase_Level": 9.144182071, + "Aspartate_Aminotransferase_Level": 30.17448823, + "Creatinine_Level": 0.975780507, + "LDH_Level": 209.2027923, + "Calcium_Level": 8.948558927, + "Phosphorus_Level": 2.713973034, + "Glucose_Level": 124.266407, + "Potassium_Level": 4.65103998, + "Sodium_Level": 144.7951448, + "Smoking_Pack_Years": 43.64810034 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.03972448, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.62886803, + "White_Blood_Cell_Count": 8.099046244, + "Platelet_Count": 242.6069016, + "Albumin_Level": 4.34646892, + "Alkaline_Phosphatase_Level": 93.50497106, + "Alanine_Aminotransferase_Level": 10.88605776, + "Aspartate_Aminotransferase_Level": 39.05063444, + "Creatinine_Level": 1.155159432, + "LDH_Level": 146.2845033, + "Calcium_Level": 8.823938482, + "Phosphorus_Level": 3.005665411, + "Glucose_Level": 123.5457881, + "Potassium_Level": 3.866905878, + "Sodium_Level": 140.4611971, + "Smoking_Pack_Years": 64.21122699 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.09611762, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.76406813, + "White_Blood_Cell_Count": 5.818041665, + "Platelet_Count": 383.3818408, + "Albumin_Level": 3.414119144, + "Alkaline_Phosphatase_Level": 32.61610493, + "Alanine_Aminotransferase_Level": 15.7663122, + "Aspartate_Aminotransferase_Level": 45.50623317, + "Creatinine_Level": 0.663916565, + "LDH_Level": 212.8204538, + "Calcium_Level": 8.545097387, + "Phosphorus_Level": 3.409827546, + "Glucose_Level": 135.4182012, + "Potassium_Level": 4.707449058, + "Sodium_Level": 135.1719931, + "Smoking_Pack_Years": 77.40574975 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.40516828, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.7556183, + "White_Blood_Cell_Count": 7.61469563, + "Platelet_Count": 418.7486085, + "Albumin_Level": 4.679381759, + "Alkaline_Phosphatase_Level": 94.39972363, + "Alanine_Aminotransferase_Level": 15.36154469, + "Aspartate_Aminotransferase_Level": 31.98381256, + "Creatinine_Level": 0.578312275, + "LDH_Level": 128.8057345, + "Calcium_Level": 8.492067855, + "Phosphorus_Level": 2.62615091, + "Glucose_Level": 84.19222013, + "Potassium_Level": 4.545371964, + "Sodium_Level": 135.3132767, + "Smoking_Pack_Years": 28.75281256 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.18515852, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.99228367, + "White_Blood_Cell_Count": 9.30317911, + "Platelet_Count": 193.5995455, + "Albumin_Level": 3.635270683, + "Alkaline_Phosphatase_Level": 102.419087, + "Alanine_Aminotransferase_Level": 6.325765834, + "Aspartate_Aminotransferase_Level": 29.18721169, + "Creatinine_Level": 0.857627113, + "LDH_Level": 228.5282228, + "Calcium_Level": 9.855537015, + "Phosphorus_Level": 2.718134952, + "Glucose_Level": 85.57245676, + "Potassium_Level": 4.161188673, + "Sodium_Level": 139.3588137, + "Smoking_Pack_Years": 32.58104546 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.10990546, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.41631592, + "White_Blood_Cell_Count": 7.26584986, + "Platelet_Count": 242.9027199, + "Albumin_Level": 3.336492604, + "Alkaline_Phosphatase_Level": 79.54906655, + "Alanine_Aminotransferase_Level": 37.92260736, + "Aspartate_Aminotransferase_Level": 31.98749268, + "Creatinine_Level": 1.042132493, + "LDH_Level": 170.2255145, + "Calcium_Level": 9.731089275, + "Phosphorus_Level": 3.668149497, + "Glucose_Level": 138.4847804, + "Potassium_Level": 3.770194831, + "Sodium_Level": 144.3796215, + "Smoking_Pack_Years": 9.965584305 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.61106754, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.9043829, + "White_Blood_Cell_Count": 3.591130773, + "Platelet_Count": 159.8328065, + "Albumin_Level": 4.375658435, + "Alkaline_Phosphatase_Level": 100.9913308, + "Alanine_Aminotransferase_Level": 7.205968322, + "Aspartate_Aminotransferase_Level": 15.02891084, + "Creatinine_Level": 0.599114663, + "LDH_Level": 242.3472587, + "Calcium_Level": 8.700196971, + "Phosphorus_Level": 2.762704136, + "Glucose_Level": 139.2026031, + "Potassium_Level": 4.149527674, + "Sodium_Level": 140.0598627, + "Smoking_Pack_Years": 58.39155205 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.21379288, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.88753704, + "White_Blood_Cell_Count": 6.229595999, + "Platelet_Count": 317.7599954, + "Albumin_Level": 3.584691397, + "Alkaline_Phosphatase_Level": 42.77544251, + "Alanine_Aminotransferase_Level": 15.55722406, + "Aspartate_Aminotransferase_Level": 43.83345661, + "Creatinine_Level": 0.820687712, + "LDH_Level": 175.8808157, + "Calcium_Level": 9.12135312, + "Phosphorus_Level": 2.980632562, + "Glucose_Level": 90.73157164, + "Potassium_Level": 3.558678954, + "Sodium_Level": 135.8185021, + "Smoking_Pack_Years": 10.51367843 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.54926365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.29170062, + "White_Blood_Cell_Count": 3.811842061, + "Platelet_Count": 313.8014338, + "Albumin_Level": 4.4958482, + "Alkaline_Phosphatase_Level": 32.18264558, + "Alanine_Aminotransferase_Level": 9.179129066, + "Aspartate_Aminotransferase_Level": 32.21469172, + "Creatinine_Level": 0.888794887, + "LDH_Level": 179.2060949, + "Calcium_Level": 8.862305174, + "Phosphorus_Level": 4.566542253, + "Glucose_Level": 74.47667232, + "Potassium_Level": 4.012500799, + "Sodium_Level": 139.6693916, + "Smoking_Pack_Years": 26.45258284 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.12857839, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.45479497, + "White_Blood_Cell_Count": 4.499078163, + "Platelet_Count": 297.0747675, + "Albumin_Level": 3.318262406, + "Alkaline_Phosphatase_Level": 37.05863388, + "Alanine_Aminotransferase_Level": 22.95880354, + "Aspartate_Aminotransferase_Level": 27.24269458, + "Creatinine_Level": 1.355052634, + "LDH_Level": 111.2582426, + "Calcium_Level": 9.358286508, + "Phosphorus_Level": 3.394510403, + "Glucose_Level": 121.5264184, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 8.3023574, + "Aspartate_Aminotransferase_Level": 14.11636833, + "Creatinine_Level": 0.779655379, + "LDH_Level": 244.85366, + "Calcium_Level": 10.00793324, + "Phosphorus_Level": 3.963037858, + "Glucose_Level": 143.5405264, + "Potassium_Level": 4.844154911, + "Sodium_Level": 141.8868999, + "Smoking_Pack_Years": 64.80248761 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.36229423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.73920038, + "White_Blood_Cell_Count": 8.354243631, + "Platelet_Count": 201.5273917, + "Albumin_Level": 3.521018184, + "Alkaline_Phosphatase_Level": 94.93042898, + "Alanine_Aminotransferase_Level": 10.01843214, + "Aspartate_Aminotransferase_Level": 47.49539113, + "Creatinine_Level": 0.669765498, + "LDH_Level": 137.0935165, + "Calcium_Level": 9.763790699, + "Phosphorus_Level": 3.361915878, + "Glucose_Level": 124.8931945, + "Potassium_Level": 4.012049228, + "Sodium_Level": 138.5362109, + "Smoking_Pack_Years": 46.51894779 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.53318086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.44517133, + "White_Blood_Cell_Count": 4.802880208, + "Platelet_Count": 414.3496112, + "Albumin_Level": 3.673033438, + "Alkaline_Phosphatase_Level": 67.8706702, + "Alanine_Aminotransferase_Level": 30.22505005, + "Aspartate_Aminotransferase_Level": 11.29837348, + "Creatinine_Level": 1.155700411, + "LDH_Level": 204.5382695, + "Calcium_Level": 9.871908792, + "Phosphorus_Level": 3.602786138, + "Glucose_Level": 70.58915236, + "Potassium_Level": 4.115509323, + "Sodium_Level": 137.4965737, + "Smoking_Pack_Years": 42.66743072 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.78452437, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.36500689, + "White_Blood_Cell_Count": 5.103929193, + "Platelet_Count": 251.0279127, + "Albumin_Level": 3.499918427, + "Alkaline_Phosphatase_Level": 47.92411643, + "Alanine_Aminotransferase_Level": 37.71615391, + "Aspartate_Aminotransferase_Level": 31.04837069, + "Creatinine_Level": 1.254180017, + "LDH_Level": 221.44846, + "Calcium_Level": 10.41524875, + "Phosphorus_Level": 4.25815651, + "Glucose_Level": 118.7994333, + "Potassium_Level": 4.449903329, + "Sodium_Level": 142.1242808, + "Smoking_Pack_Years": 38.86036386 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.8160889, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.27311284, + "White_Blood_Cell_Count": 7.402134102, + "Platelet_Count": 334.2118394, + "Albumin_Level": 3.564305421, + "Alkaline_Phosphatase_Level": 75.94327244, + "Alanine_Aminotransferase_Level": 20.44030573, + "Aspartate_Aminotransferase_Level": 43.14929232, + "Creatinine_Level": 1.095718394, + "LDH_Level": 171.90238, + "Calcium_Level": 8.059915861, + "Phosphorus_Level": 4.377691486, + "Glucose_Level": 121.1092521, + "Potassium_Level": 4.58785434, + "Sodium_Level": 136.7220861, + "Smoking_Pack_Years": 1.250481964 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.06393193, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.55493482, + "White_Blood_Cell_Count": 6.479029444, + "Platelet_Count": 304.5386716, + "Albumin_Level": 3.000378587, + "Alkaline_Phosphatase_Level": 101.5593367, + "Alanine_Aminotransferase_Level": 6.516783027, + "Aspartate_Aminotransferase_Level": 30.68964515, + "Creatinine_Level": 0.943369471, + "LDH_Level": 149.9444028, + "Calcium_Level": 10.12131652, + "Phosphorus_Level": 3.63728765, + "Glucose_Level": 144.9617681, + "Potassium_Level": 4.340803903, + "Sodium_Level": 137.6915305, + "Smoking_Pack_Years": 62.24652228 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.14735938, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.42554628, + "White_Blood_Cell_Count": 3.577270031, + "Platelet_Count": 152.106785, + "Albumin_Level": 4.013138267, + "Alkaline_Phosphatase_Level": 81.45364215, + "Alanine_Aminotransferase_Level": 35.5979591, + "Aspartate_Aminotransferase_Level": 42.5694079, + "Creatinine_Level": 1.253905039, + "LDH_Level": 210.8463125, + "Calcium_Level": 8.520492309, + "Phosphorus_Level": 4.242091451, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 22.6800803, + "Aspartate_Aminotransferase_Level": 45.24338582, + "Creatinine_Level": 1.311298522, + "LDH_Level": 118.0045039, + "Calcium_Level": 9.544358081, + "Phosphorus_Level": 2.773691971, + "Glucose_Level": 96.58400865, + "Potassium_Level": 3.521521587, + "Sodium_Level": 136.6526397, + "Smoking_Pack_Years": 43.03342678 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.46656536, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.23474418, + "White_Blood_Cell_Count": 6.328958001, + "Platelet_Count": 323.5050548, + "Albumin_Level": 3.969834892, + "Alkaline_Phosphatase_Level": 118.1186461, + "Alanine_Aminotransferase_Level": 9.279397796, + "Aspartate_Aminotransferase_Level": 33.82945723, + "Creatinine_Level": 1.193280613, + "LDH_Level": 204.9541135, + "Calcium_Level": 8.925079628, + "Phosphorus_Level": 2.60751993, + "Glucose_Level": 140.9572508, + "Potassium_Level": 4.907218591, + "Sodium_Level": 136.9093999, + "Smoking_Pack_Years": 69.2435076 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.3435214, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.62485722, + "White_Blood_Cell_Count": 6.991071675, + "Platelet_Count": 290.9569795, + "Albumin_Level": 3.762279355, + "Alkaline_Phosphatase_Level": 51.14228952, + "Alanine_Aminotransferase_Level": 19.05512057, + "Aspartate_Aminotransferase_Level": 45.07574027, + "Creatinine_Level": 1.300549966, + "LDH_Level": 147.5516676, + "Calcium_Level": 9.565838667, + "Phosphorus_Level": 4.334800177, + "Glucose_Level": 144.7326573, + "Potassium_Level": 3.588815105, + "Sodium_Level": 138.542565, + "Smoking_Pack_Years": 72.89362552 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.66186152, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.4238835, + "White_Blood_Cell_Count": 9.171352281, + "Platelet_Count": 400.3368421, + "Albumin_Level": 4.010993803, + "Alkaline_Phosphatase_Level": 34.13704728, + "Alanine_Aminotransferase_Level": 22.00262358, + "Aspartate_Aminotransferase_Level": 19.88402122, + "Creatinine_Level": 0.561742605, + "LDH_Level": 186.5127073, + "Calcium_Level": 9.148168469, + "Phosphorus_Level": 4.328932861, + "Glucose_Level": 87.6797446, + "Potassium_Level": 3.582793802, + "Sodium_Level": 136.0713881, + "Smoking_Pack_Years": 35.44943912 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.439608813, + "Glucose_Level": 85.49860199, + "Potassium_Level": 4.730852904, + "Sodium_Level": 135.0151083, + "Smoking_Pack_Years": 65.10608577 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.98984256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.75879419, + "White_Blood_Cell_Count": 4.954573863, + "Platelet_Count": 152.0520007, + 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.0829556, + "White_Blood_Cell_Count": 6.822849454, + "Platelet_Count": 184.9287379, + "Albumin_Level": 3.846783754, + "Alkaline_Phosphatase_Level": 114.859477, + "Alanine_Aminotransferase_Level": 32.98449936, + "Aspartate_Aminotransferase_Level": 27.10212757, + "Creatinine_Level": 0.8770793, + "LDH_Level": 222.9320244, + "Calcium_Level": 10.23208351, + "Phosphorus_Level": 3.758817148, + "Glucose_Level": 117.0348932, + "Potassium_Level": 3.908656004, + "Sodium_Level": 137.1624977, + "Smoking_Pack_Years": 70.98035956 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.94784482, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", 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"Never Smoked", + "Tumor_Size_mm": 80.6500359, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.85645977, + "White_Blood_Cell_Count": 8.51585447, + "Platelet_Count": 312.1896129, + "Albumin_Level": 4.278003394, + "Alkaline_Phosphatase_Level": 69.05180758, + "Alanine_Aminotransferase_Level": 16.85232605, + "Aspartate_Aminotransferase_Level": 23.85547366, + "Creatinine_Level": 0.665483327, + "LDH_Level": 169.9623377, + "Calcium_Level": 10.028821, + "Phosphorus_Level": 2.63418076, + "Glucose_Level": 132.4827799, + "Potassium_Level": 4.724050699, + "Sodium_Level": 142.8971019, + "Smoking_Pack_Years": 86.75404635 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.49760964, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.49638709, + "White_Blood_Cell_Count": 8.557195834, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.19530539, + "White_Blood_Cell_Count": 7.273158199, + "Platelet_Count": 311.2113909, + "Albumin_Level": 3.451917891, + "Alkaline_Phosphatase_Level": 90.05886434, + "Alanine_Aminotransferase_Level": 38.02257887, + "Aspartate_Aminotransferase_Level": 34.67511911, + "Creatinine_Level": 0.774841207, + "LDH_Level": 207.4559858, + "Calcium_Level": 8.168940712, + "Phosphorus_Level": 4.897233166, + "Glucose_Level": 139.5013404, + "Potassium_Level": 4.266351513, + "Sodium_Level": 142.1500257, + "Smoking_Pack_Years": 52.99512391 + }, + { + "Age": 67, + "Gender": 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249.3807172, + "Calcium_Level": 8.361029172, + "Phosphorus_Level": 4.133440265, + "Glucose_Level": 71.22121044, + "Potassium_Level": 3.913244357, + "Sodium_Level": 135.3641626, + "Smoking_Pack_Years": 86.98510596 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.72748331, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.07197396, + "White_Blood_Cell_Count": 9.850900288, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.11991539, + "White_Blood_Cell_Count": 8.206660877, + "Platelet_Count": 373.9074299, + "Albumin_Level": 4.993018948, + "Alkaline_Phosphatase_Level": 111.2418435, + "Alanine_Aminotransferase_Level": 29.21998465, + "Aspartate_Aminotransferase_Level": 15.63440265, + "Creatinine_Level": 0.976089047, + "LDH_Level": 231.6322832, + "Calcium_Level": 10.49676804, + "Phosphorus_Level": 3.421504638, + "Glucose_Level": 74.66291754, + "Potassium_Level": 4.530284279, + "Sodium_Level": 138.7784769, + "Smoking_Pack_Years": 20.05209097 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.53285523, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.37884251, + "White_Blood_Cell_Count": 9.250051322, + "Platelet_Count": 357.8197548, + "Albumin_Level": 3.484436768, + "Alkaline_Phosphatase_Level": 64.10710404, + "Alanine_Aminotransferase_Level": 15.84920086, + "Aspartate_Aminotransferase_Level": 30.07779063, + 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"White_Blood_Cell_Count": 9.19469065, + "Platelet_Count": 385.0741327, + "Albumin_Level": 4.433300115, + "Alkaline_Phosphatase_Level": 73.28052849, + "Alanine_Aminotransferase_Level": 25.17593511, + "Aspartate_Aminotransferase_Level": 14.05894893, + "Creatinine_Level": 0.662187868, + "LDH_Level": 184.0947275, + "Calcium_Level": 8.488353794, + "Phosphorus_Level": 4.180770041, + "Glucose_Level": 111.2098832, + "Potassium_Level": 4.470079349, + "Sodium_Level": 144.0298246, + "Smoking_Pack_Years": 34.22664991 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.74534876, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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143.8812507, + "Smoking_Pack_Years": 12.46778645 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.48715882, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.07423687, + "White_Blood_Cell_Count": 4.543475083, + "Platelet_Count": 247.1212524, + "Albumin_Level": 4.67921538, + "Alkaline_Phosphatase_Level": 101.7453135, + "Alanine_Aminotransferase_Level": 30.12509396, + 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"Phosphorus_Level": 4.70088627, + "Glucose_Level": 148.3755698, + "Potassium_Level": 4.331160061, + "Sodium_Level": 136.4917791, + "Smoking_Pack_Years": 77.25897676 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.91927239, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.3632245, + "White_Blood_Cell_Count": 8.545747247, + "Platelet_Count": 267.0561731, + 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"Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.31495762, + "White_Blood_Cell_Count": 8.006549286, + "Platelet_Count": 273.1407589, + "Albumin_Level": 3.747222652, + "Alkaline_Phosphatase_Level": 31.84959229, + "Alanine_Aminotransferase_Level": 12.7796715, + "Aspartate_Aminotransferase_Level": 20.55584121, + "Creatinine_Level": 0.791890381, + "LDH_Level": 130.7186202, + "Calcium_Level": 8.41567344, + "Phosphorus_Level": 4.486964584, + "Glucose_Level": 123.2978919, + "Potassium_Level": 3.535498101, + "Sodium_Level": 136.2898128, + "Smoking_Pack_Years": 28.58101706 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.13132345, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.43045153, + "White_Blood_Cell_Count": 4.477773056, + "Platelet_Count": 163.0522268, + "Albumin_Level": 4.072779834, + "Alkaline_Phosphatase_Level": 105.1823386, + "Alanine_Aminotransferase_Level": 13.7639753, + "Aspartate_Aminotransferase_Level": 30.00287418, + "Creatinine_Level": 0.936954115, + "LDH_Level": 203.4736908, + "Calcium_Level": 9.310273985, + "Phosphorus_Level": 4.749364472, + "Glucose_Level": 76.46152906, + "Potassium_Level": 3.767410014, + "Sodium_Level": 136.8992625, + "Smoking_Pack_Years": 8.291641487 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.55440016, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.00498925, + "White_Blood_Cell_Count": 9.783845958, + "Platelet_Count": 333.3078788, + "Albumin_Level": 4.76750348, + "Alkaline_Phosphatase_Level": 117.3833876, + "Alanine_Aminotransferase_Level": 39.46486604, + "Aspartate_Aminotransferase_Level": 36.89692298, + "Creatinine_Level": 1.181353871, + "LDH_Level": 236.0507378, + "Calcium_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.86280773, + "White_Blood_Cell_Count": 6.48803617, + "Platelet_Count": 343.1828196, + "Albumin_Level": 4.149628171, + "Alkaline_Phosphatase_Level": 61.16539671, + "Alanine_Aminotransferase_Level": 35.49867431, + "Aspartate_Aminotransferase_Level": 24.0816603, + "Creatinine_Level": 0.800070809, + "LDH_Level": 153.6652746, + "Calcium_Level": 9.131943412, + "Phosphorus_Level": 3.675643233, + "Glucose_Level": 127.9422549, + "Potassium_Level": 3.824318072, + "Sodium_Level": 136.0631652, + "Smoking_Pack_Years": 81.12711579 + }, + { + "Age": 35, + "Gender": "Female", 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224.2851803, + "Calcium_Level": 8.568750439, + "Phosphorus_Level": 4.406884984, + "Glucose_Level": 115.3659228, + "Potassium_Level": 3.845722369, + "Sodium_Level": 144.0463879, + "Smoking_Pack_Years": 84.82640196 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.95614222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.21485784, + "White_Blood_Cell_Count": 9.766178163, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.6009457, + "White_Blood_Cell_Count": 4.594098313, + "Platelet_Count": 326.3828455, + "Albumin_Level": 3.154301198, + "Alkaline_Phosphatase_Level": 65.54394864, + "Alanine_Aminotransferase_Level": 22.78690545, + "Aspartate_Aminotransferase_Level": 30.28807113, + "Creatinine_Level": 1.252149945, + "LDH_Level": 182.8266617, + "Calcium_Level": 10.10545341, + "Phosphorus_Level": 2.83459763, + "Glucose_Level": 134.8088809, + "Potassium_Level": 4.745123714, + "Sodium_Level": 137.6294072, + "Smoking_Pack_Years": 87.39090045 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.90363717, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.81905961, + "White_Blood_Cell_Count": 6.068179678, + "Platelet_Count": 266.1542186, + "Albumin_Level": 3.646742538, + "Alkaline_Phosphatase_Level": 85.30309333, + "Alanine_Aminotransferase_Level": 29.16109403, + "Aspartate_Aminotransferase_Level": 30.67671189, + "Creatinine_Level": 0.963382461, + "LDH_Level": 218.487758, + 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219.5649463, + "Albumin_Level": 3.475881108, + "Alkaline_Phosphatase_Level": 66.26872056, + "Alanine_Aminotransferase_Level": 12.11294232, + "Aspartate_Aminotransferase_Level": 25.73593747, + "Creatinine_Level": 1.427789041, + "LDH_Level": 229.3712238, + "Calcium_Level": 9.793070912, + "Phosphorus_Level": 3.723802308, + "Glucose_Level": 130.1347191, + "Potassium_Level": 4.254613318, + "Sodium_Level": 143.4304015, + "Smoking_Pack_Years": 55.00862962 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.80125145, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.61362069, + "White_Blood_Cell_Count": 9.91129448, + "Platelet_Count": 395.7578585, + "Albumin_Level": 3.177868999, + "Alkaline_Phosphatase_Level": 68.80506324, + "Alanine_Aminotransferase_Level": 25.20425231, + "Aspartate_Aminotransferase_Level": 24.81939212, + "Creatinine_Level": 1.130024548, + "LDH_Level": 187.3809882, + "Calcium_Level": 8.484210522, + "Phosphorus_Level": 2.942562885, + "Glucose_Level": 107.4384889, + "Potassium_Level": 3.634253913, + "Sodium_Level": 144.3348095, + "Smoking_Pack_Years": 2.909340708 + }, + { + "Age": 53, + "Gender": "Male", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.27481371, + "White_Blood_Cell_Count": 8.221467234, + "Platelet_Count": 247.7508604, + "Albumin_Level": 4.722652099, + "Alkaline_Phosphatase_Level": 63.30242046, + "Alanine_Aminotransferase_Level": 38.11209413, + "Aspartate_Aminotransferase_Level": 42.62128491, + "Creatinine_Level": 1.258026241, + "LDH_Level": 123.2672693, + "Calcium_Level": 9.650511025, + "Phosphorus_Level": 2.860439423, + "Glucose_Level": 92.89092503, + "Potassium_Level": 3.800310757, + "Sodium_Level": 135.9870655, + "Smoking_Pack_Years": 34.29158833 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.32859053, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.00892037, + "White_Blood_Cell_Count": 4.811038872, + "Platelet_Count": 191.2913474, + "Albumin_Level": 4.780380606, + "Alkaline_Phosphatase_Level": 36.48500622, + "Alanine_Aminotransferase_Level": 36.67380722, + "Aspartate_Aminotransferase_Level": 11.38597986, + "Creatinine_Level": 0.725112956, + "LDH_Level": 171.4819615, + "Calcium_Level": 9.27762356, + "Phosphorus_Level": 4.523502407, + "Glucose_Level": 124.2082768, + "Potassium_Level": 4.294703134, + "Sodium_Level": 135.5165799, + "Smoking_Pack_Years": 76.42327675 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.99013499, + "White_Blood_Cell_Count": 7.721558024, + "Platelet_Count": 164.9050472, + "Albumin_Level": 3.708774855, + "Alkaline_Phosphatase_Level": 113.4882757, + "Alanine_Aminotransferase_Level": 11.19576914, + "Aspartate_Aminotransferase_Level": 32.56185944, + "Creatinine_Level": 1.197214856, + "LDH_Level": 174.7195417, + "Calcium_Level": 8.021589959, + "Phosphorus_Level": 4.253586253, + "Glucose_Level": 128.4502647, + "Potassium_Level": 4.580714883, + "Sodium_Level": 142.5191419, + "Smoking_Pack_Years": 3.224487946 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.22475299, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 38.41240854, + "Creatinine_Level": 0.699936981, + "LDH_Level": 196.8769529, + "Calcium_Level": 8.909986549, + "Phosphorus_Level": 3.527296159, + "Glucose_Level": 74.77048531, + "Potassium_Level": 3.661934023, + "Sodium_Level": 135.9166183, + "Smoking_Pack_Years": 61.2224506 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.34741875, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 89, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.8884842, + "White_Blood_Cell_Count": 5.700116494, + "Platelet_Count": 277.2781337, + "Albumin_Level": 3.240248985, + "Alkaline_Phosphatase_Level": 90.30019716, + "Alanine_Aminotransferase_Level": 28.93759989, + "Aspartate_Aminotransferase_Level": 23.50614915, + "Creatinine_Level": 1.29427411, + "LDH_Level": 123.1049992, + "Calcium_Level": 10.30529427, + "Phosphorus_Level": 4.895486387, + "Glucose_Level": 91.51488194, + "Potassium_Level": 4.091273878, + "Sodium_Level": 139.0035607, + "Smoking_Pack_Years": 48.29946961 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.92433328, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.83972922, + "White_Blood_Cell_Count": 6.226607742, + "Platelet_Count": 265.3686084, + "Albumin_Level": 3.256770863, + "Alkaline_Phosphatase_Level": 79.35015453, + "Alanine_Aminotransferase_Level": 17.61819615, + "Aspartate_Aminotransferase_Level": 36.02826516, + "Creatinine_Level": 1.355584055, + "LDH_Level": 244.4277756, + "Calcium_Level": 9.134733031, + "Phosphorus_Level": 2.867900713, + "Glucose_Level": 97.41850104, + "Potassium_Level": 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6.895311724, + "Aspartate_Aminotransferase_Level": 20.26835318, + "Creatinine_Level": 0.519742655, + "LDH_Level": 199.4991984, + "Calcium_Level": 8.119034198, + "Phosphorus_Level": 3.67832429, + "Glucose_Level": 112.7733668, + "Potassium_Level": 4.40524825, + "Sodium_Level": 142.6714718, + "Smoking_Pack_Years": 55.13464637 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.95743016, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.92879222, + "White_Blood_Cell_Count": 4.798323301, + "Platelet_Count": 344.386771, + "Albumin_Level": 3.447859073, + "Alkaline_Phosphatase_Level": 94.09729698, + "Alanine_Aminotransferase_Level": 6.905434315, + "Aspartate_Aminotransferase_Level": 46.95184653, + "Creatinine_Level": 1.492226641, + "LDH_Level": 114.4519766, + "Calcium_Level": 9.629301622, + "Phosphorus_Level": 3.446748508, + "Glucose_Level": 90.39698589, + "Potassium_Level": 4.635127228, + "Sodium_Level": 137.6166405, + "Smoking_Pack_Years": 54.30703376 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.29047201, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.30554879, + "White_Blood_Cell_Count": 6.759817741, + "Platelet_Count": 202.1093017, + "Albumin_Level": 3.196806418, + "Alkaline_Phosphatase_Level": 60.66582594, + "Alanine_Aminotransferase_Level": 25.56474328, + "Aspartate_Aminotransferase_Level": 29.60653346, + "Creatinine_Level": 0.626592509, + "LDH_Level": 215.9020395, + "Calcium_Level": 8.058808078, + "Phosphorus_Level": 2.611510787, + "Glucose_Level": 83.05581172, + "Potassium_Level": 3.733766028, + "Sodium_Level": 135.297062, + "Smoking_Pack_Years": 31.51467182 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.20630328, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 16.80170545, + "Aspartate_Aminotransferase_Level": 15.68686696, + "Creatinine_Level": 1.152536012, + "LDH_Level": 152.1225333, + "Calcium_Level": 10.42911221, + "Phosphorus_Level": 4.867114254, + "Glucose_Level": 121.8863917, + "Potassium_Level": 4.893486478, + "Sodium_Level": 139.8032938, + "Smoking_Pack_Years": 97.68939636 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.81868651, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.28683194, + "White_Blood_Cell_Count": 7.671930536, + "Platelet_Count": 234.3362918, + "Albumin_Level": 4.22371682, + "Alkaline_Phosphatase_Level": 57.32256548, + "Alanine_Aminotransferase_Level": 19.55902958, + "Aspartate_Aminotransferase_Level": 47.82862451, + "Creatinine_Level": 0.747702713, + "LDH_Level": 101.9414117, + "Calcium_Level": 8.36660348, + "Phosphorus_Level": 2.553667917, + "Glucose_Level": 127.4956892, + "Potassium_Level": 4.21467344, + "Sodium_Level": 143.9877226, + "Smoking_Pack_Years": 60.03964983 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.19965618, + "Tumor_Location": 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"Glucose_Level": 83.13255247, + "Potassium_Level": 4.036449693, + "Sodium_Level": 138.5233585, + "Smoking_Pack_Years": 7.839231857 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.72885889, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.20013863, + "White_Blood_Cell_Count": 8.710471602, + "Platelet_Count": 290.2146878, + "Albumin_Level": 4.608154004, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.61101491, + "White_Blood_Cell_Count": 6.636479743, + "Platelet_Count": 350.7756993, + "Albumin_Level": 3.34420051, + "Alkaline_Phosphatase_Level": 48.08319393, + "Alanine_Aminotransferase_Level": 27.28712359, + "Aspartate_Aminotransferase_Level": 20.27945495, + "Creatinine_Level": 1.206711585, + "LDH_Level": 211.3570172, + "Calcium_Level": 9.265452784, + "Phosphorus_Level": 3.568314645, + "Glucose_Level": 75.35707193, + "Potassium_Level": 3.626930587, + "Sodium_Level": 140.8945084, + "Smoking_Pack_Years": 79.21765476 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.95208862, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.61364745, + "White_Blood_Cell_Count": 9.96233575, + "Platelet_Count": 395.4411929, + "Albumin_Level": 4.228929339, + "Alkaline_Phosphatase_Level": 38.53643433, + "Alanine_Aminotransferase_Level": 18.90938381, + "Aspartate_Aminotransferase_Level": 41.012627, + "Creatinine_Level": 0.984820281, + "LDH_Level": 187.5221699, + "Calcium_Level": 9.547070517, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 48.76163803, + "Alanine_Aminotransferase_Level": 25.56655098, + "Aspartate_Aminotransferase_Level": 48.65959279, + "Creatinine_Level": 0.920146062, + "LDH_Level": 222.5537386, + "Calcium_Level": 9.552959438, + "Phosphorus_Level": 2.638161785, + "Glucose_Level": 86.1695044, + "Potassium_Level": 4.477982566, + "Sodium_Level": 144.6443075, + "Smoking_Pack_Years": 49.71353176 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.5288577, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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35.16892108, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.31113121, + "White_Blood_Cell_Count": 5.274244521, + "Platelet_Count": 291.610714, + "Albumin_Level": 4.872138322, + "Alkaline_Phosphatase_Level": 117.1113317, + "Alanine_Aminotransferase_Level": 5.468487795, + "Aspartate_Aminotransferase_Level": 44.25115486, + "Creatinine_Level": 0.916454957, + "LDH_Level": 245.1739069, + "Calcium_Level": 9.755484759, + "Phosphorus_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.08877451, + "White_Blood_Cell_Count": 7.945370728, + "Platelet_Count": 155.9349474, + "Albumin_Level": 4.668595462, + "Alkaline_Phosphatase_Level": 94.531122, + "Alanine_Aminotransferase_Level": 29.24720099, + "Aspartate_Aminotransferase_Level": 35.57663733, + "Creatinine_Level": 1.275579121, + "LDH_Level": 208.5389658, + "Calcium_Level": 10.22950008, + "Phosphorus_Level": 3.66035159, + "Glucose_Level": 100.5491347, + "Potassium_Level": 4.229055472, + "Sodium_Level": 135.147525, + "Smoking_Pack_Years": 97.47250717 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.06027626, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.38336877, + "White_Blood_Cell_Count": 4.246937638, + "Platelet_Count": 167.7994672, + "Albumin_Level": 4.020433476, + "Alkaline_Phosphatase_Level": 54.07121092, + "Alanine_Aminotransferase_Level": 8.172499873, + "Aspartate_Aminotransferase_Level": 38.80541665, + "Creatinine_Level": 0.71121695, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.22221614, + "White_Blood_Cell_Count": 6.488593579, + "Platelet_Count": 381.2654693, + "Albumin_Level": 4.129110928, + "Alkaline_Phosphatase_Level": 111.2699576, + "Alanine_Aminotransferase_Level": 28.75951604, + "Aspartate_Aminotransferase_Level": 11.82795899, + "Creatinine_Level": 0.921316429, + "LDH_Level": 126.9654761, + "Calcium_Level": 8.757179303, + "Phosphorus_Level": 3.062019289, + "Glucose_Level": 115.9226985, + "Potassium_Level": 4.005449653, + "Sodium_Level": 136.0054524, + "Smoking_Pack_Years": 82.78384096 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.68417158, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.41779341, + "White_Blood_Cell_Count": 5.500451383, + "Platelet_Count": 154.7984496, + "Albumin_Level": 4.227886898, + "Alkaline_Phosphatase_Level": 109.68474, + "Alanine_Aminotransferase_Level": 32.27320069, + "Aspartate_Aminotransferase_Level": 40.37356674, + "Creatinine_Level": 0.722342284, + "LDH_Level": 211.0899693, + "Calcium_Level": 9.138044766, + "Phosphorus_Level": 4.720142321, + "Glucose_Level": 84.49117077, + "Potassium_Level": 4.905819731, + "Sodium_Level": 142.0909693, + "Smoking_Pack_Years": 94.0470502 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.06972832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.13681387, + "White_Blood_Cell_Count": 7.503830699, + "Platelet_Count": 410.5550366, + "Albumin_Level": 3.901182864, + "Alkaline_Phosphatase_Level": 62.38573919, + "Alanine_Aminotransferase_Level": 19.52395214, + "Aspartate_Aminotransferase_Level": 11.13690642, + "Creatinine_Level": 1.29779291, + "LDH_Level": 181.8059519, + "Calcium_Level": 10.34248769, + "Phosphorus_Level": 4.440196205, + "Glucose_Level": 118.1431958, + "Potassium_Level": 3.945563707, + "Sodium_Level": 137.9175843, + "Smoking_Pack_Years": 84.64032396 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.10957076, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.24799052, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.82493311, + "White_Blood_Cell_Count": 4.123409857, + "Platelet_Count": 291.2759303, + "Albumin_Level": 4.444572069, + "Alkaline_Phosphatase_Level": 118.9215842, + "Alanine_Aminotransferase_Level": 33.02459982, + "Aspartate_Aminotransferase_Level": 49.70280945, + "Creatinine_Level": 1.376837124, + "LDH_Level": 199.3426033, + "Calcium_Level": 8.828961271, + "Phosphorus_Level": 4.793873642, + "Glucose_Level": 126.7783466, + "Potassium_Level": 3.589018409, + "Sodium_Level": 137.1769456, + "Smoking_Pack_Years": 54.31619141 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.46973768, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.64576743, + "White_Blood_Cell_Count": 4.841185564, + "Platelet_Count": 163.5144625, + "Albumin_Level": 3.856528264, + "Alkaline_Phosphatase_Level": 37.08648758, + "Alanine_Aminotransferase_Level": 39.82130561, + "Aspartate_Aminotransferase_Level": 31.98501496, + "Creatinine_Level": 1.385885861, + "LDH_Level": 234.933751, + "Calcium_Level": 9.175280492, + "Phosphorus_Level": 3.208867299, + "Glucose_Level": 97.46258658, + "Potassium_Level": 3.723601371, + "Sodium_Level": 143.0917451, + "Smoking_Pack_Years": 60.05732166 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.59459182, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.27772041, + "White_Blood_Cell_Count": 7.201365179, + "Platelet_Count": 326.4329703, + "Albumin_Level": 3.81238502, + "Alkaline_Phosphatase_Level": 102.9660949, + "Alanine_Aminotransferase_Level": 24.66843712, + "Aspartate_Aminotransferase_Level": 44.94535158, + "Creatinine_Level": 1.465057851, + "LDH_Level": 119.8255724, + "Calcium_Level": 9.89595191, + "Phosphorus_Level": 3.559938962, + "Glucose_Level": 128.1045701, + "Potassium_Level": 4.256059517, + "Sodium_Level": 142.9152787, + "Smoking_Pack_Years": 25.41977755 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.77485576, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.44623446, + "White_Blood_Cell_Count": 5.091717477, + "Platelet_Count": 257.6338954, + "Albumin_Level": 4.467986033, + "Alkaline_Phosphatase_Level": 76.67662989, + "Alanine_Aminotransferase_Level": 18.75717457, + "Aspartate_Aminotransferase_Level": 33.1099372, + "Creatinine_Level": 1.116683443, + "LDH_Level": 107.240845, + "Calcium_Level": 10.22824915, + "Phosphorus_Level": 4.164115612, + "Glucose_Level": 73.2807511, + "Potassium_Level": 4.38561409, + "Sodium_Level": 139.4997508, + "Smoking_Pack_Years": 84.53966615 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.41416506, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.65835998, + "White_Blood_Cell_Count": 8.3085083, + "Platelet_Count": 195.7241822, + "Albumin_Level": 4.649946942, + "Alkaline_Phosphatase_Level": 114.8720681, + "Alanine_Aminotransferase_Level": 7.773196796, + "Aspartate_Aminotransferase_Level": 37.77568448, + "Creatinine_Level": 1.162721982, + "LDH_Level": 175.0781145, + "Calcium_Level": 8.801111729, + "Phosphorus_Level": 3.333105652, + "Glucose_Level": 139.8725932, + "Potassium_Level": 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107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.93043332, + "White_Blood_Cell_Count": 9.148728546, + "Platelet_Count": 178.8474978, + "Albumin_Level": 3.238899317, + "Alkaline_Phosphatase_Level": 51.76015993, + "Alanine_Aminotransferase_Level": 7.770781041, + "Aspartate_Aminotransferase_Level": 18.52239523, + "Creatinine_Level": 1.262783396, + "LDH_Level": 219.1567558, + "Calcium_Level": 9.249071232, + "Phosphorus_Level": 3.833997721, + "Glucose_Level": 70.06805152, + "Potassium_Level": 3.882859674, + "Sodium_Level": 143.6969782, + "Smoking_Pack_Years": 8.299801552 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.60441529, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.58320571, + "White_Blood_Cell_Count": 7.10332909, + "Platelet_Count": 380.7453617, + "Albumin_Level": 3.645902079, + "Alkaline_Phosphatase_Level": 36.82354568, + "Alanine_Aminotransferase_Level": 22.17499458, + "Aspartate_Aminotransferase_Level": 16.83840653, + "Creatinine_Level": 0.883528788, + "LDH_Level": 104.5877666, + "Calcium_Level": 10.3140107, + "Phosphorus_Level": 4.331716149, + "Glucose_Level": 106.7383213, + "Potassium_Level": 3.57213106, + "Sodium_Level": 143.2190006, + "Smoking_Pack_Years": 39.19910938 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.59613621, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.09183677, + "White_Blood_Cell_Count": 7.279043558, + "Platelet_Count": 377.997197, + "Albumin_Level": 3.654631823, + "Alkaline_Phosphatase_Level": 60.86160243, + "Alanine_Aminotransferase_Level": 18.65584698, + "Aspartate_Aminotransferase_Level": 29.41026912, + "Creatinine_Level": 1.00702536, + "LDH_Level": 224.9765153, + "Calcium_Level": 8.29868938, + "Phosphorus_Level": 3.695382266, + "Glucose_Level": 71.58359519, + "Potassium_Level": 4.338336089, 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"Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.44187088, + "White_Blood_Cell_Count": 9.513680776, + "Platelet_Count": 198.4930265, + "Albumin_Level": 4.790562803, + "Alkaline_Phosphatase_Level": 44.73884683, + "Alanine_Aminotransferase_Level": 11.06214015, + "Aspartate_Aminotransferase_Level": 19.80886601, + "Creatinine_Level": 0.551928153, + "LDH_Level": 228.4188526, + "Calcium_Level": 9.258361741, + "Phosphorus_Level": 3.180086727, + "Glucose_Level": 143.6583115, + "Potassium_Level": 3.736378638, + "Sodium_Level": 136.3888701, + "Smoking_Pack_Years": 79.80815392 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.44589452, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.71370421, + "White_Blood_Cell_Count": 4.976809499, + "Platelet_Count": 248.8645866, + "Albumin_Level": 3.410183859, + "Alkaline_Phosphatase_Level": 52.90395798, + "Alanine_Aminotransferase_Level": 39.63370041, + "Aspartate_Aminotransferase_Level": 42.11937007, + "Creatinine_Level": 0.913353072, + "LDH_Level": 101.1277523, + "Calcium_Level": 9.778105184, + "Phosphorus_Level": 3.154607185, + "Glucose_Level": 138.0483071, + "Potassium_Level": 4.817740682, + "Sodium_Level": 144.8811163, + "Smoking_Pack_Years": 24.87838903 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.69491487, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.80267563, + "White_Blood_Cell_Count": 5.667554667, + "Platelet_Count": 276.3245055, + "Albumin_Level": 4.302215719, + "Alkaline_Phosphatase_Level": 43.54471879, + "Alanine_Aminotransferase_Level": 9.898770031, + "Aspartate_Aminotransferase_Level": 30.50287896, + "Creatinine_Level": 0.627297438, + "LDH_Level": 159.5171165, + "Calcium_Level": 9.326506126, + "Phosphorus_Level": 4.399505093, + "Glucose_Level": 77.14177381, + "Potassium_Level": 3.847810937, + "Sodium_Level": 136.7716039, + "Smoking_Pack_Years": 0.585542791 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.82057989, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.58325827, + "White_Blood_Cell_Count": 7.212314176, + "Platelet_Count": 446.1902411, + "Albumin_Level": 4.351750182, + "Alkaline_Phosphatase_Level": 97.24107184, + "Alanine_Aminotransferase_Level": 28.00034164, + "Aspartate_Aminotransferase_Level": 36.10896222, + "Creatinine_Level": 1.465000834, + "LDH_Level": 154.8295688, + "Calcium_Level": 9.550931504, + "Phosphorus_Level": 3.086229643, + "Glucose_Level": 105.2640934, + "Potassium_Level": 4.98086304, + "Sodium_Level": 140.9495252, + "Smoking_Pack_Years": 72.40451289 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.52059207, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.68655226, + "White_Blood_Cell_Count": 5.405866761, + "Platelet_Count": 241.5550441, + "Albumin_Level": 4.86186404, + "Alkaline_Phosphatase_Level": 91.66467476, + "Alanine_Aminotransferase_Level": 29.71284061, + "Aspartate_Aminotransferase_Level": 29.34799963, + "Creatinine_Level": 1.21058151, + "LDH_Level": 138.707985, + "Calcium_Level": 9.22985961, + "Phosphorus_Level": 3.793223804, + "Glucose_Level": 143.8683852, + "Potassium_Level": 4.74909271, + "Sodium_Level": 135.0594692, + "Smoking_Pack_Years": 50.20181383 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.96241804, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.04096252, + "White_Blood_Cell_Count": 5.723811254, + "Platelet_Count": 336.5086366, + "Albumin_Level": 3.315899301, + "Alkaline_Phosphatase_Level": 100.3822003, + "Alanine_Aminotransferase_Level": 26.43420909, + "Aspartate_Aminotransferase_Level": 17.43115296, + "Creatinine_Level": 0.963491905, + "LDH_Level": 165.095345, + "Calcium_Level": 9.154800027, + "Phosphorus_Level": 2.831926463, + "Glucose_Level": 115.9306881, + "Potassium_Level": 3.742813479, + "Sodium_Level": 141.2831432, + "Smoking_Pack_Years": 82.63505736 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.21611715, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.20359349, + "White_Blood_Cell_Count": 6.311526334, + "Platelet_Count": 347.5320357, + "Albumin_Level": 3.612607803, + "Alkaline_Phosphatase_Level": 37.31740988, + "Alanine_Aminotransferase_Level": 10.57069159, + "Aspartate_Aminotransferase_Level": 20.95559875, + "Creatinine_Level": 0.611429688, + "LDH_Level": 190.2362288, + "Calcium_Level": 10.03124372, + "Phosphorus_Level": 2.781079318, + "Glucose_Level": 144.7643654, + "Potassium_Level": 4.323190753, + "Sodium_Level": 135.0528561, + "Smoking_Pack_Years": 70.33083616 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": 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235.8610456, + "Calcium_Level": 10.26251813, + "Phosphorus_Level": 4.324965959, + "Glucose_Level": 100.2551429, + "Potassium_Level": 3.624232325, + "Sodium_Level": 135.9911769, + "Smoking_Pack_Years": 59.66151148 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.18851285, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.72132245, + "White_Blood_Cell_Count": 7.786330544, + 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"Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.82160493, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.47196395, + "White_Blood_Cell_Count": 8.672439696, + "Platelet_Count": 265.7834093, + "Albumin_Level": 3.602575843, + "Alkaline_Phosphatase_Level": 61.06367581, + "Alanine_Aminotransferase_Level": 14.31170803, + "Aspartate_Aminotransferase_Level": 20.85012837, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.61553073, + "White_Blood_Cell_Count": 6.129522425, + "Platelet_Count": 256.9717598, + "Albumin_Level": 3.389471721, + "Alkaline_Phosphatase_Level": 119.3978562, + "Alanine_Aminotransferase_Level": 11.27005568, + "Aspartate_Aminotransferase_Level": 16.49870763, + "Creatinine_Level": 1.292612158, + "LDH_Level": 127.0427622, + "Calcium_Level": 9.897195809, + "Phosphorus_Level": 2.912634962, + "Glucose_Level": 147.9892807, + "Potassium_Level": 3.605485496, + "Sodium_Level": 136.3645653, + "Smoking_Pack_Years": 92.1103548 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.32282763, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.96158171, + "White_Blood_Cell_Count": 9.306084138, + "Platelet_Count": 380.3152215, + "Albumin_Level": 3.082334512, + "Alkaline_Phosphatase_Level": 103.4039786, + "Alanine_Aminotransferase_Level": 18.14192533, + "Aspartate_Aminotransferase_Level": 45.85840707, + "Creatinine_Level": 1.112177556, + "LDH_Level": 181.0540829, + "Calcium_Level": 9.222227589, + "Phosphorus_Level": 2.845268158, + "Glucose_Level": 148.1267599, + "Potassium_Level": 3.739374666, + "Sodium_Level": 138.9330741, + "Smoking_Pack_Years": 90.17675377 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.25788295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.12907586, + "White_Blood_Cell_Count": 7.471085746, + "Platelet_Count": 175.6207375, + "Albumin_Level": 4.853873224, + "Alkaline_Phosphatase_Level": 117.5758376, + "Alanine_Aminotransferase_Level": 14.01514239, + "Aspartate_Aminotransferase_Level": 42.659059, + "Creatinine_Level": 1.043580608, + "LDH_Level": 235.5422638, + "Calcium_Level": 8.239155618, + "Phosphorus_Level": 2.645495087, + "Glucose_Level": 82.03810017, + "Potassium_Level": 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"Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.64190137, + "White_Blood_Cell_Count": 7.32111156, + "Platelet_Count": 244.6792315, + "Albumin_Level": 3.436246204, + "Alkaline_Phosphatase_Level": 52.34025167, + "Alanine_Aminotransferase_Level": 29.37293169, + "Aspartate_Aminotransferase_Level": 48.488324, + "Creatinine_Level": 0.930646977, + "LDH_Level": 247.3108782, + "Calcium_Level": 9.299496522, + "Phosphorus_Level": 3.701151173, + "Glucose_Level": 139.3813613, + "Potassium_Level": 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32.44791886, + "Aspartate_Aminotransferase_Level": 44.88452934, + "Creatinine_Level": 0.905620152, + "LDH_Level": 176.667457, + "Calcium_Level": 10.29920305, + "Phosphorus_Level": 3.498459578, + "Glucose_Level": 133.8386823, + "Potassium_Level": 4.477733721, + "Sodium_Level": 136.5360188, + "Smoking_Pack_Years": 71.23982092 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.87020998, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.18900825, + "White_Blood_Cell_Count": 7.482867111, + "Platelet_Count": 301.0500608, + "Albumin_Level": 4.286280026, + "Alkaline_Phosphatase_Level": 100.6552241, + "Alanine_Aminotransferase_Level": 28.07639343, + "Aspartate_Aminotransferase_Level": 21.91207492, + "Creatinine_Level": 1.046197846, + "LDH_Level": 232.6542024, + "Calcium_Level": 8.533699272, + "Phosphorus_Level": 3.874000196, + "Glucose_Level": 146.8726565, + "Potassium_Level": 3.622955759, + "Sodium_Level": 140.6864082, + "Smoking_Pack_Years": 92.5757819 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.27156967, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.33220668, + "White_Blood_Cell_Count": 5.921441509, + "Platelet_Count": 155.439199, + "Albumin_Level": 4.708305291, + "Alkaline_Phosphatase_Level": 96.95573783, + "Alanine_Aminotransferase_Level": 22.14262746, + "Aspartate_Aminotransferase_Level": 37.46959933, + "Creatinine_Level": 0.575821425, + "LDH_Level": 229.4525702, + "Calcium_Level": 10.17579275, + "Phosphorus_Level": 3.396060804, + "Glucose_Level": 89.32801341, + "Potassium_Level": 4.678436567, + "Sodium_Level": 137.5576804, + "Smoking_Pack_Years": 40.94519357 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.27934926, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.7721613, + "White_Blood_Cell_Count": 6.959243271, + "Platelet_Count": 316.7315312, + "Albumin_Level": 3.713874949, + "Alkaline_Phosphatase_Level": 32.97139574, + "Alanine_Aminotransferase_Level": 36.30569627, + "Aspartate_Aminotransferase_Level": 49.06240671, + "Creatinine_Level": 0.899803509, + "LDH_Level": 181.0662075, + "Calcium_Level": 9.749814332, + "Phosphorus_Level": 3.577166243, + "Glucose_Level": 73.20444204, + "Potassium_Level": 3.629840924, + "Sodium_Level": 142.0063358, + "Smoking_Pack_Years": 89.21208255 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.51549355, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.85812517, + "White_Blood_Cell_Count": 4.181642967, + "Platelet_Count": 269.2596861, + "Albumin_Level": 4.154462011, + "Alkaline_Phosphatase_Level": 77.6692971, + "Alanine_Aminotransferase_Level": 19.54750043, + "Aspartate_Aminotransferase_Level": 33.46046132, + "Creatinine_Level": 0.647462611, + "LDH_Level": 182.0625571, + "Calcium_Level": 9.318340548, + "Phosphorus_Level": 3.766101671, + "Glucose_Level": 136.4750261, + "Potassium_Level": 4.730926728, + "Sodium_Level": 143.4872139, + "Smoking_Pack_Years": 55.85434085 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.59192138, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.52033752, + "White_Blood_Cell_Count": 6.384260412, + "Platelet_Count": 286.1531654, + "Albumin_Level": 3.724459235, + "Alkaline_Phosphatase_Level": 93.05609582, + "Alanine_Aminotransferase_Level": 33.06617526, + "Aspartate_Aminotransferase_Level": 40.03224246, + "Creatinine_Level": 1.128809793, + "LDH_Level": 130.8013829, + "Calcium_Level": 9.728454109, + "Phosphorus_Level": 4.148384635, + "Glucose_Level": 80.3818147, + "Potassium_Level": 4.355736559, + "Sodium_Level": 139.2603435, + "Smoking_Pack_Years": 81.11106346 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.56965687, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.97696649, + "White_Blood_Cell_Count": 4.013243983, + "Platelet_Count": 363.6888409, + "Albumin_Level": 4.027387743, + "Alkaline_Phosphatase_Level": 78.16352862, + "Alanine_Aminotransferase_Level": 39.31646078, + "Aspartate_Aminotransferase_Level": 49.10023032, + "Creatinine_Level": 0.971826641, + "LDH_Level": 236.1139112, + "Calcium_Level": 8.165090543, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 99.5695505, + "Alanine_Aminotransferase_Level": 22.09079434, + "Aspartate_Aminotransferase_Level": 49.89800535, + "Creatinine_Level": 1.477785084, + "LDH_Level": 196.9409107, + "Calcium_Level": 9.283227412, + "Phosphorus_Level": 4.304832477, + "Glucose_Level": 99.57350386, + "Potassium_Level": 3.840719014, + "Sodium_Level": 139.3667826, + "Smoking_Pack_Years": 48.17177184 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.51918903, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.25592406, + "White_Blood_Cell_Count": 6.569446116, + "Platelet_Count": 319.1938682, + "Albumin_Level": 3.266863259, + "Alkaline_Phosphatase_Level": 92.20049398, + "Alanine_Aminotransferase_Level": 11.16787112, + "Aspartate_Aminotransferase_Level": 49.26962012, + "Creatinine_Level": 0.509255215, + "LDH_Level": 162.148777, + "Calcium_Level": 8.508475349, + "Phosphorus_Level": 4.44998205, + "Glucose_Level": 129.6562536, + "Potassium_Level": 4.735123936, + "Sodium_Level": 137.1281769, + "Smoking_Pack_Years": 0.093471329 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.01728385, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.05537329, + "White_Blood_Cell_Count": 7.398395912, + "Platelet_Count": 153.8076821, + "Albumin_Level": 3.096965424, + "Alkaline_Phosphatase_Level": 61.30980717, + "Alanine_Aminotransferase_Level": 10.49800204, + "Aspartate_Aminotransferase_Level": 44.34804635, + "Creatinine_Level": 1.34809342, + "LDH_Level": 226.6228485, + "Calcium_Level": 9.729663103, + "Phosphorus_Level": 3.458050682, + "Glucose_Level": 72.11612683, + "Potassium_Level": 4.420488932, + "Sodium_Level": 143.2532209, + "Smoking_Pack_Years": 21.0661604 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.55073961, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.06380588, + "White_Blood_Cell_Count": 8.701276346, + "Platelet_Count": 444.1067666, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.15817381, + "White_Blood_Cell_Count": 9.265108764, + "Platelet_Count": 358.3724102, + "Albumin_Level": 4.798822057, + "Alkaline_Phosphatase_Level": 70.82235978, + "Alanine_Aminotransferase_Level": 22.58590236, + "Aspartate_Aminotransferase_Level": 30.13995971, + "Creatinine_Level": 0.721357757, + "LDH_Level": 159.3105649, + "Calcium_Level": 8.266414349, + "Phosphorus_Level": 3.665604461, + "Glucose_Level": 76.78734965, + "Potassium_Level": 3.60610781, + "Sodium_Level": 137.0503273, + "Smoking_Pack_Years": 45.62181952 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.1133291, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.75491969, + "White_Blood_Cell_Count": 7.369960127, + "Platelet_Count": 408.8409443, + "Albumin_Level": 3.762377501, + "Alkaline_Phosphatase_Level": 103.0746615, + "Alanine_Aminotransferase_Level": 15.79448024, + "Aspartate_Aminotransferase_Level": 20.77471729, + "Creatinine_Level": 0.624032283, + "LDH_Level": 153.1224392, + "Calcium_Level": 9.971578102, + "Phosphorus_Level": 3.051128554, + "Glucose_Level": 97.02929694, + "Potassium_Level": 3.84248508, + "Sodium_Level": 137.435942, + "Smoking_Pack_Years": 52.99488108 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.09200146, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.20182008, + "White_Blood_Cell_Count": 7.524781267, + "Platelet_Count": 425.0563177, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.24402504, + "White_Blood_Cell_Count": 5.264982988, + "Platelet_Count": 430.4085487, + "Albumin_Level": 4.41889819, + "Alkaline_Phosphatase_Level": 94.36411236, + "Alanine_Aminotransferase_Level": 12.36479337, + "Aspartate_Aminotransferase_Level": 13.73519055, + "Creatinine_Level": 0.57101711, + "LDH_Level": 140.3422677, + "Calcium_Level": 9.853670711, + "Phosphorus_Level": 2.916637924, + "Glucose_Level": 107.0856258, + "Potassium_Level": 4.58722118, + "Sodium_Level": 143.0606992, + "Smoking_Pack_Years": 43.48839591 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.49349812, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.81902727, + "White_Blood_Cell_Count": 4.079655121, + "Platelet_Count": 255.1241108, + "Albumin_Level": 3.477848087, + "Alkaline_Phosphatase_Level": 58.13389847, + "Alanine_Aminotransferase_Level": 7.034396224, + "Aspartate_Aminotransferase_Level": 13.4049524, + "Creatinine_Level": 0.903157174, + "LDH_Level": 221.8008025, + "Calcium_Level": 9.977652504, + "Phosphorus_Level": 4.892535534, + "Glucose_Level": 101.541549, + "Potassium_Level": 3.983367635, + "Sodium_Level": 136.6381464, + "Smoking_Pack_Years": 81.57970969 + }, + { + "Age": 74, + "Gender": "Female", 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237.3308831, + "Calcium_Level": 9.215428426, + "Phosphorus_Level": 4.0514345, + "Glucose_Level": 149.402299, + "Potassium_Level": 4.90152494, + "Sodium_Level": 136.3007578, + "Smoking_Pack_Years": 2.124310083 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.86639453, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.92325053, + "White_Blood_Cell_Count": 6.018250856, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.03764606, + "White_Blood_Cell_Count": 9.926374185, + "Platelet_Count": 425.2459848, + "Albumin_Level": 3.076078259, + "Alkaline_Phosphatase_Level": 58.45406418, + "Alanine_Aminotransferase_Level": 39.98497152, + "Aspartate_Aminotransferase_Level": 13.77247358, + "Creatinine_Level": 0.691292705, + "LDH_Level": 162.3376736, + "Calcium_Level": 9.409188245, + "Phosphorus_Level": 4.06435847, + "Glucose_Level": 104.185525, + "Potassium_Level": 4.28838752, + "Sodium_Level": 138.2217766, + "Smoking_Pack_Years": 88.39084371 + }, + { + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.50087547, + "White_Blood_Cell_Count": 6.635861622, + "Platelet_Count": 313.2649483, + "Albumin_Level": 4.590126566, + "Alkaline_Phosphatase_Level": 105.1799349, + "Alanine_Aminotransferase_Level": 30.99039801, + "Aspartate_Aminotransferase_Level": 26.64548447, + "Creatinine_Level": 0.890406627, + "LDH_Level": 218.9305239, + "Calcium_Level": 8.240298633, + "Phosphorus_Level": 4.6964556, + "Glucose_Level": 88.1077862, + "Potassium_Level": 3.525740732, + "Sodium_Level": 144.9464554, + "Smoking_Pack_Years": 93.58585237 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.34202085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.64700437, + "White_Blood_Cell_Count": 4.947680642, + "Platelet_Count": 408.2601829, + "Albumin_Level": 3.538658603, + "Alkaline_Phosphatase_Level": 116.903533, + "Alanine_Aminotransferase_Level": 6.15802941, + "Aspartate_Aminotransferase_Level": 11.96560499, + "Creatinine_Level": 1.297395026, + "LDH_Level": 115.5195689, + "Calcium_Level": 10.12681444, + "Phosphorus_Level": 3.340209627, + "Glucose_Level": 94.61945935, + "Potassium_Level": 4.017487706, + "Sodium_Level": 142.3445948, + "Smoking_Pack_Years": 93.28586609 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.56089578, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.60995301, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.4054013, + "White_Blood_Cell_Count": 5.688024584, + "Platelet_Count": 265.6821771, + "Albumin_Level": 4.777479772, + "Alkaline_Phosphatase_Level": 113.6303427, + "Alanine_Aminotransferase_Level": 22.65231424, + "Aspartate_Aminotransferase_Level": 49.7187057, + "Creatinine_Level": 1.235299498, + "LDH_Level": 167.2756225, + "Calcium_Level": 9.72935456, + "Phosphorus_Level": 4.558647563, + "Glucose_Level": 101.2375985, + "Potassium_Level": 4.747779695, + "Sodium_Level": 139.9797191, + "Smoking_Pack_Years": 3.50054441 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.78794366, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.0166182, + "White_Blood_Cell_Count": 3.736452573, + "Platelet_Count": 382.5720936, + "Albumin_Level": 4.048265409, + "Alkaline_Phosphatase_Level": 76.45236971, + "Alanine_Aminotransferase_Level": 16.4159047, + "Aspartate_Aminotransferase_Level": 26.90073675, + "Creatinine_Level": 0.679199155, + "LDH_Level": 222.6385023, + "Calcium_Level": 8.565010536, + "Phosphorus_Level": 4.602879798, + "Glucose_Level": 128.1652927, + "Potassium_Level": 4.778498799, + "Sodium_Level": 135.3914053, + "Smoking_Pack_Years": 70.34425367 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.22261892, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.80778333, + "White_Blood_Cell_Count": 4.085935924, + "Platelet_Count": 366.934274, + "Albumin_Level": 4.917606919, + "Alkaline_Phosphatase_Level": 107.7349818, + "Alanine_Aminotransferase_Level": 32.433536, + "Aspartate_Aminotransferase_Level": 22.74944411, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.11776771, + "White_Blood_Cell_Count": 4.862829832, + "Platelet_Count": 361.6511465, + "Albumin_Level": 4.35722552, + "Alkaline_Phosphatase_Level": 32.93803116, + "Alanine_Aminotransferase_Level": 36.43012787, + "Aspartate_Aminotransferase_Level": 15.79275688, + "Creatinine_Level": 0.53316039, + "LDH_Level": 124.581603, + "Calcium_Level": 8.140587006, + "Phosphorus_Level": 4.27271236, + "Glucose_Level": 104.1293398, + "Potassium_Level": 4.427642289, + "Sodium_Level": 144.2964565, + "Smoking_Pack_Years": 38.30237605 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.26317765, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.54182128, + "White_Blood_Cell_Count": 9.75346456, + "Platelet_Count": 380.1648102, + "Albumin_Level": 4.650392235, + "Alkaline_Phosphatase_Level": 98.9551917, + "Alanine_Aminotransferase_Level": 29.26472912, + "Aspartate_Aminotransferase_Level": 27.58598141, + "Creatinine_Level": 1.415904429, + "LDH_Level": 202.973537, + "Calcium_Level": 10.2348166, + "Phosphorus_Level": 4.898660727, + "Glucose_Level": 145.5715668, + "Potassium_Level": 4.406089339, + "Sodium_Level": 136.9725462, + "Smoking_Pack_Years": 1.851514786 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.67955515, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.70913419, + "White_Blood_Cell_Count": 7.857502563, + "Platelet_Count": 361.1955701, + "Albumin_Level": 4.499326734, + "Alkaline_Phosphatase_Level": 108.8324977, + "Alanine_Aminotransferase_Level": 35.54249306, + "Aspartate_Aminotransferase_Level": 42.44509626, + "Creatinine_Level": 0.984884209, + "LDH_Level": 226.2171647, + "Calcium_Level": 9.976358188, + "Phosphorus_Level": 3.197048391, + "Glucose_Level": 101.8262727, + "Potassium_Level": 4.375565315, + "Sodium_Level": 136.8734416, + "Smoking_Pack_Years": 31.92159358 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.56767982, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.71438472, + "White_Blood_Cell_Count": 8.347260752, + "Platelet_Count": 201.3448574, + "Albumin_Level": 4.369433157, + "Alkaline_Phosphatase_Level": 87.87532824, + "Alanine_Aminotransferase_Level": 38.78572057, + "Aspartate_Aminotransferase_Level": 18.84065497, + "Creatinine_Level": 1.047382085, + "LDH_Level": 152.330934, + "Calcium_Level": 9.161633446, + "Phosphorus_Level": 4.092295089, + 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101.3886987, + "Alanine_Aminotransferase_Level": 20.17657086, + "Aspartate_Aminotransferase_Level": 19.9777877, + "Creatinine_Level": 0.50455473, + "LDH_Level": 151.1886618, + "Calcium_Level": 8.250671441, + "Phosphorus_Level": 3.060220226, + "Glucose_Level": 101.0019134, + "Potassium_Level": 3.658770028, + "Sodium_Level": 144.8731171, + "Smoking_Pack_Years": 13.03856711 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.0836797, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.05552121, + "White_Blood_Cell_Count": 3.53198214, + "Platelet_Count": 427.2183087, + "Albumin_Level": 4.735201532, + "Alkaline_Phosphatase_Level": 47.24771731, + "Alanine_Aminotransferase_Level": 7.835640597, + "Aspartate_Aminotransferase_Level": 25.80423131, + "Creatinine_Level": 1.38471746, + "LDH_Level": 165.5170796, + "Calcium_Level": 8.941975487, + "Phosphorus_Level": 4.145579585, + "Glucose_Level": 127.3456058, + "Potassium_Level": 3.736601857, + "Sodium_Level": 141.0952424, + "Smoking_Pack_Years": 9.307619749 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.34265701, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.24032928, + "White_Blood_Cell_Count": 9.877744697, + "Platelet_Count": 241.84161, + "Albumin_Level": 3.429914101, + "Alkaline_Phosphatase_Level": 53.84049952, + "Alanine_Aminotransferase_Level": 5.771285129, + "Aspartate_Aminotransferase_Level": 13.0276313, + "Creatinine_Level": 1.343630712, + "LDH_Level": 174.3430515, + "Calcium_Level": 9.894420759, + "Phosphorus_Level": 4.374111286, + "Glucose_Level": 138.5987414, + "Potassium_Level": 4.82469954, + "Sodium_Level": 144.4351764, + "Smoking_Pack_Years": 86.42053598 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.8773331, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.22131573, + "White_Blood_Cell_Count": 8.048094527, + "Platelet_Count": 392.4485388, + "Albumin_Level": 3.928161285, + "Alkaline_Phosphatase_Level": 79.44823819, + "Alanine_Aminotransferase_Level": 38.56717953, + "Aspartate_Aminotransferase_Level": 28.23123758, + "Creatinine_Level": 1.133536453, + "LDH_Level": 219.2315203, + "Calcium_Level": 9.379167946, + "Phosphorus_Level": 4.37719168, + 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57.4792789, + "Alanine_Aminotransferase_Level": 39.08714571, + "Aspartate_Aminotransferase_Level": 47.91556411, + "Creatinine_Level": 1.464120582, + "LDH_Level": 116.4625874, + "Calcium_Level": 9.082299456, + "Phosphorus_Level": 4.512799542, + "Glucose_Level": 117.3253881, + "Potassium_Level": 4.236371594, + "Sodium_Level": 142.5465039, + "Smoking_Pack_Years": 96.86571522 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.21434562, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.23805752, + "White_Blood_Cell_Count": 7.728404114, + "Platelet_Count": 228.4099363, + "Albumin_Level": 3.971666365, + "Alkaline_Phosphatase_Level": 109.002377, + "Alanine_Aminotransferase_Level": 14.38195404, + "Aspartate_Aminotransferase_Level": 23.40337068, + "Creatinine_Level": 0.973585, + "LDH_Level": 245.8628962, + "Calcium_Level": 10.07815169, + "Phosphorus_Level": 2.731104204, + "Glucose_Level": 112.4710308, + "Potassium_Level": 4.386419488, + "Sodium_Level": 144.6584165, + "Smoking_Pack_Years": 59.48775497 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Tumor_Size_mm": 20.26012589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.57005492, + "White_Blood_Cell_Count": 8.512235102, + "Platelet_Count": 206.0986901, + "Albumin_Level": 4.885112075, + "Alkaline_Phosphatase_Level": 70.65255678, + "Alanine_Aminotransferase_Level": 11.94062564, + "Aspartate_Aminotransferase_Level": 38.42103676, + "Creatinine_Level": 0.68037537, + "LDH_Level": 222.8400552, + "Calcium_Level": 8.915611669, + "Phosphorus_Level": 3.966166951, + "Glucose_Level": 129.4736548, + "Potassium_Level": 3.867984232, + "Sodium_Level": 143.9849696, + "Smoking_Pack_Years": 16.79441549 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.3227891, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.85771943, + "White_Blood_Cell_Count": 9.28598326, + "Platelet_Count": 329.1567637, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.65445923, + "White_Blood_Cell_Count": 8.644932597, + "Platelet_Count": 314.8467653, + "Albumin_Level": 3.610823052, + "Alkaline_Phosphatase_Level": 72.91272385, + "Alanine_Aminotransferase_Level": 13.57843619, + "Aspartate_Aminotransferase_Level": 18.00083436, + "Creatinine_Level": 1.307518769, + "LDH_Level": 175.9442137, + "Calcium_Level": 10.41371826, + "Phosphorus_Level": 2.515509657, + "Glucose_Level": 91.67119857, + "Potassium_Level": 3.610133672, + "Sodium_Level": 137.5300038, + "Smoking_Pack_Years": 57.98749749 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.09709582, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.61881342, + "White_Blood_Cell_Count": 7.096579426, + "Platelet_Count": 226.6427257, + "Albumin_Level": 4.632176171, + "Alkaline_Phosphatase_Level": 76.85250906, + "Alanine_Aminotransferase_Level": 16.63924847, + "Aspartate_Aminotransferase_Level": 42.82562411, + "Creatinine_Level": 0.62327762, + "LDH_Level": 107.7742267, + "Calcium_Level": 9.267874441, + "Phosphorus_Level": 4.331749141, + "Glucose_Level": 142.0450002, + "Potassium_Level": 3.550571863, + "Sodium_Level": 141.6773571, + "Smoking_Pack_Years": 64.32737327 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.24214501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.4627627, + "White_Blood_Cell_Count": 4.817010293, + "Platelet_Count": 407.3573732, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.18503948, + "White_Blood_Cell_Count": 7.427950088, + "Platelet_Count": 392.2656961, + "Albumin_Level": 3.075917899, + "Alkaline_Phosphatase_Level": 43.31098531, + "Alanine_Aminotransferase_Level": 34.10595596, + "Aspartate_Aminotransferase_Level": 44.56189017, + "Creatinine_Level": 1.155781476, + "LDH_Level": 116.7271498, + "Calcium_Level": 9.049451365, + "Phosphorus_Level": 2.521965382, + "Glucose_Level": 134.8178246, + "Potassium_Level": 4.517390758, + "Sodium_Level": 141.6436687, + "Smoking_Pack_Years": 47.87011502 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.17709884, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.37963172, + "White_Blood_Cell_Count": 7.283862163, + "Platelet_Count": 328.9661505, + "Albumin_Level": 4.099710492, + "Alkaline_Phosphatase_Level": 37.96409486, + "Alanine_Aminotransferase_Level": 7.766017099, + "Aspartate_Aminotransferase_Level": 32.67226602, + "Creatinine_Level": 0.684620087, + "LDH_Level": 108.2210608, + "Calcium_Level": 9.43558819, + "Phosphorus_Level": 2.541561788, + "Glucose_Level": 77.15994625, + "Potassium_Level": 4.999954048, + "Sodium_Level": 144.3252182, + "Smoking_Pack_Years": 90.11833828 + }, + { + "Age": 57, + "Gender": 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127.7798485, + "Calcium_Level": 9.354814664, + "Phosphorus_Level": 4.519709515, + "Glucose_Level": 109.8410484, + "Potassium_Level": 4.537514671, + "Sodium_Level": 144.0965685, + "Smoking_Pack_Years": 21.86472574 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.59786657, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.89422072, + "White_Blood_Cell_Count": 6.940549317, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.33844877, + "White_Blood_Cell_Count": 4.203227606, + "Platelet_Count": 264.0538369, + "Albumin_Level": 3.907878827, + "Alkaline_Phosphatase_Level": 83.1359948, + "Alanine_Aminotransferase_Level": 21.00303704, + "Aspartate_Aminotransferase_Level": 12.13994845, + "Creatinine_Level": 1.247452631, + "LDH_Level": 229.1545207, + "Calcium_Level": 8.038717449, + "Phosphorus_Level": 2.671256883, + "Glucose_Level": 111.7353422, + "Potassium_Level": 4.835023403, + "Sodium_Level": 143.6359396, + "Smoking_Pack_Years": 61.02733227 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.56071732, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.57763026, + "White_Blood_Cell_Count": 7.651137329, + "Platelet_Count": 273.7514096, + "Albumin_Level": 4.325938725, + "Alkaline_Phosphatase_Level": 116.9746263, + "Alanine_Aminotransferase_Level": 16.86128513, + "Aspartate_Aminotransferase_Level": 34.88962695, + "Creatinine_Level": 0.569453055, + "LDH_Level": 120.5244117, + "Calcium_Level": 9.946868887, + "Phosphorus_Level": 2.88468268, + "Glucose_Level": 118.3288608, + "Potassium_Level": 3.858433819, + "Sodium_Level": 137.5944875, + "Smoking_Pack_Years": 56.59979985 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.30450831, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.49672783, + "White_Blood_Cell_Count": 8.532357731, + "Platelet_Count": 407.018711, + "Albumin_Level": 3.291052486, + "Alkaline_Phosphatase_Level": 93.7661269, + "Alanine_Aminotransferase_Level": 33.75956604, + "Aspartate_Aminotransferase_Level": 41.24100122, + "Creatinine_Level": 0.855880842, + "LDH_Level": 224.6028115, + "Calcium_Level": 8.279032764, + "Phosphorus_Level": 3.400439862, + "Glucose_Level": 75.70269975, + "Potassium_Level": 3.951492118, + "Sodium_Level": 144.9414931, + "Smoking_Pack_Years": 26.33403697 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.61353158, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.6782767, + "White_Blood_Cell_Count": 4.91410772, + "Platelet_Count": 247.9034975, + "Albumin_Level": 3.082065897, + "Alkaline_Phosphatase_Level": 65.77028838, + "Alanine_Aminotransferase_Level": 12.97539005, + "Aspartate_Aminotransferase_Level": 43.52657819, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.67956305, + "White_Blood_Cell_Count": 6.364743499, + "Platelet_Count": 322.7663593, + "Albumin_Level": 4.359270041, + "Alkaline_Phosphatase_Level": 36.23462986, + "Alanine_Aminotransferase_Level": 12.13449943, + "Aspartate_Aminotransferase_Level": 14.23618177, + "Creatinine_Level": 1.448994553, + "LDH_Level": 172.5742761, + "Calcium_Level": 9.431069833, + "Phosphorus_Level": 3.36432843, + "Glucose_Level": 95.80438161, + "Potassium_Level": 3.816244958, + "Sodium_Level": 141.2555691, + "Smoking_Pack_Years": 31.49647639 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.01839453, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.69122026, + "White_Blood_Cell_Count": 6.952829408, + "Platelet_Count": 385.8156061, + "Albumin_Level": 4.116617242, + "Alkaline_Phosphatase_Level": 35.63266155, + "Alanine_Aminotransferase_Level": 21.71830901, + "Aspartate_Aminotransferase_Level": 21.96074816, + "Creatinine_Level": 0.803523356, + "LDH_Level": 218.6133721, + "Calcium_Level": 8.691506142, + "Phosphorus_Level": 2.631386323, + "Glucose_Level": 133.5722413, + "Potassium_Level": 4.476677815, + "Sodium_Level": 135.8137183, + "Smoking_Pack_Years": 65.1143993 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.94091757, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.69361984, + "White_Blood_Cell_Count": 4.031388383, + "Platelet_Count": 311.3718372, + "Albumin_Level": 3.094429722, + "Alkaline_Phosphatase_Level": 94.2376198, + "Alanine_Aminotransferase_Level": 27.50969967, + "Aspartate_Aminotransferase_Level": 40.58956037, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.13386238, + "White_Blood_Cell_Count": 7.987714353, + "Platelet_Count": 398.2350812, + "Albumin_Level": 4.621160344, + "Alkaline_Phosphatase_Level": 46.37827636, + "Alanine_Aminotransferase_Level": 6.446318203, + "Aspartate_Aminotransferase_Level": 10.06348526, + "Creatinine_Level": 0.860381448, + "LDH_Level": 146.5466333, + "Calcium_Level": 10.31334856, + "Phosphorus_Level": 2.815155608, + "Glucose_Level": 111.1216917, + "Potassium_Level": 4.484634681, + "Sodium_Level": 136.5471985, + "Smoking_Pack_Years": 91.70359809 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.36423439, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.35995379, + "White_Blood_Cell_Count": 9.72391216, + "Platelet_Count": 411.3109053, + "Albumin_Level": 3.664285616, + "Alkaline_Phosphatase_Level": 88.70892672, + "Alanine_Aminotransferase_Level": 27.6562529, + "Aspartate_Aminotransferase_Level": 29.68875316, + "Creatinine_Level": 0.590425815, + "LDH_Level": 214.563592, + "Calcium_Level": 9.781028538, + "Phosphorus_Level": 4.175661866, + "Glucose_Level": 136.7808869, + "Potassium_Level": 3.742851342, + "Sodium_Level": 138.0271598, + "Smoking_Pack_Years": 41.51109124 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.52194478, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.74575998, + "White_Blood_Cell_Count": 9.910110076, + "Platelet_Count": 232.8571081, + "Albumin_Level": 3.93272506, + "Alkaline_Phosphatase_Level": 70.89503245, + "Alanine_Aminotransferase_Level": 25.74045326, + "Aspartate_Aminotransferase_Level": 40.0731626, + "Creatinine_Level": 1.441991092, + "LDH_Level": 174.6660233, + "Calcium_Level": 9.234935432, + "Phosphorus_Level": 4.419547068, + "Glucose_Level": 128.3651185, + "Potassium_Level": 3.945485689, + "Sodium_Level": 138.5303205, + "Smoking_Pack_Years": 95.63714786 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.82801375, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 42.78494006, + "Creatinine_Level": 1.118475625, + "LDH_Level": 212.9664693, + "Calcium_Level": 9.905026645, + "Phosphorus_Level": 2.652283538, + "Glucose_Level": 81.53513509, + "Potassium_Level": 4.962053132, + "Sodium_Level": 135.23537, + "Smoking_Pack_Years": 20.56642217 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.75161198, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.36229036, + "White_Blood_Cell_Count": 5.760023321, + "Platelet_Count": 402.3812046, + "Albumin_Level": 4.342276585, + "Alkaline_Phosphatase_Level": 61.72195132, + "Alanine_Aminotransferase_Level": 30.33026404, + "Aspartate_Aminotransferase_Level": 31.20124809, + "Creatinine_Level": 0.569150269, + "LDH_Level": 157.7489471, + "Calcium_Level": 9.016191212, + "Phosphorus_Level": 4.685948971, + "Glucose_Level": 145.0243816, + "Potassium_Level": 3.806064204, + "Sodium_Level": 143.4112366, + "Smoking_Pack_Years": 49.22915312 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.81280814, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.52466817, + "White_Blood_Cell_Count": 4.300502953, + "Platelet_Count": 288.61473, + "Albumin_Level": 3.729854779, + "Alkaline_Phosphatase_Level": 83.35211354, + "Alanine_Aminotransferase_Level": 30.52644185, + "Aspartate_Aminotransferase_Level": 38.02505302, + "Creatinine_Level": 1.284756268, + "LDH_Level": 248.4246679, + "Calcium_Level": 9.743458445, + "Phosphorus_Level": 3.482525533, + "Glucose_Level": 131.1455069, + "Potassium_Level": 3.663378171, + "Sodium_Level": 138.2265053, + "Smoking_Pack_Years": 64.73884146 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.76642449, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.57792502, + "White_Blood_Cell_Count": 8.790716531, + "Platelet_Count": 203.2687588, + "Albumin_Level": 3.319374849, + "Alkaline_Phosphatase_Level": 89.73067393, + "Alanine_Aminotransferase_Level": 33.64775391, + "Aspartate_Aminotransferase_Level": 47.18732758, + "Creatinine_Level": 0.955051293, + "LDH_Level": 172.9482888, + "Calcium_Level": 9.630707245, + "Phosphorus_Level": 2.58290625, + "Glucose_Level": 111.2550483, + "Potassium_Level": 4.502779528, + "Sodium_Level": 139.8689471, + "Smoking_Pack_Years": 61.26285846 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.90762095, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.87218158, + "White_Blood_Cell_Count": 8.176098061, + "Platelet_Count": 187.2350247, + "Albumin_Level": 3.856475899, + "Alkaline_Phosphatase_Level": 47.32851185, + "Alanine_Aminotransferase_Level": 35.27864118, + "Aspartate_Aminotransferase_Level": 46.98691241, + "Creatinine_Level": 0.640142142, + "LDH_Level": 232.6273271, + "Calcium_Level": 9.258542948, + "Phosphorus_Level": 4.240015542, + "Glucose_Level": 107.2942218, + "Potassium_Level": 4.889969289, + "Sodium_Level": 140.1462171, + "Smoking_Pack_Years": 77.10128344 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.2164147, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.2121534, + "White_Blood_Cell_Count": 9.515629657, + "Platelet_Count": 315.3878247, + "Albumin_Level": 4.712544966, + "Alkaline_Phosphatase_Level": 104.4666289, + "Alanine_Aminotransferase_Level": 32.99209533, + "Aspartate_Aminotransferase_Level": 49.47495647, + "Creatinine_Level": 1.112370106, + "LDH_Level": 165.5815541, + "Calcium_Level": 8.473738265, + "Phosphorus_Level": 4.920733664, + "Glucose_Level": 130.4124024, + "Potassium_Level": 4.30970993, + "Sodium_Level": 139.0103365, + "Smoking_Pack_Years": 13.75942268 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.9071603, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.08526972, + "White_Blood_Cell_Count": 7.123759734, + "Platelet_Count": 333.4009736, + "Albumin_Level": 3.54993468, + "Alkaline_Phosphatase_Level": 106.783802, + "Alanine_Aminotransferase_Level": 5.247554951, + "Aspartate_Aminotransferase_Level": 15.7474857, + "Creatinine_Level": 0.911399482, + "LDH_Level": 235.3201424, + "Calcium_Level": 10.333849, + "Phosphorus_Level": 3.086383652, + "Glucose_Level": 79.55653214, + "Potassium_Level": 4.136027374, + "Sodium_Level": 135.2883309, + "Smoking_Pack_Years": 35.97393375 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.63395537, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.07784805, + "White_Blood_Cell_Count": 6.516237821, + "Platelet_Count": 427.3758368, + "Albumin_Level": 4.185475886, + "Alkaline_Phosphatase_Level": 89.04519533, + "Alanine_Aminotransferase_Level": 37.70495198, + "Aspartate_Aminotransferase_Level": 46.62270374, + "Creatinine_Level": 1.064508906, + "LDH_Level": 219.9321115, + "Calcium_Level": 8.318034394, + "Phosphorus_Level": 4.904735284, + "Glucose_Level": 98.05865677, + "Potassium_Level": 4.466693332, + "Sodium_Level": 141.5174294, + "Smoking_Pack_Years": 49.05094702 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.85689407, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.04753013, + "White_Blood_Cell_Count": 6.164702139, + "Platelet_Count": 356.3545862, + "Albumin_Level": 3.859087037, + "Alkaline_Phosphatase_Level": 73.50895277, + "Alanine_Aminotransferase_Level": 22.34456075, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.20763345, + "White_Blood_Cell_Count": 7.173715614, + "Platelet_Count": 322.6740589, + "Albumin_Level": 3.286798674, + "Alkaline_Phosphatase_Level": 59.53623127, + "Alanine_Aminotransferase_Level": 14.56874263, + "Aspartate_Aminotransferase_Level": 46.87688026, + "Creatinine_Level": 1.238487711, + "LDH_Level": 200.8690847, + "Calcium_Level": 9.562765366, + "Phosphorus_Level": 3.031211582, + "Glucose_Level": 80.46806725, + "Potassium_Level": 4.449987877, + "Sodium_Level": 135.6153179, + "Smoking_Pack_Years": 89.26741639 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.14134969, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.3822195, + "White_Blood_Cell_Count": 7.98965176, + "Platelet_Count": 364.6712189, + "Albumin_Level": 3.961266161, + "Alkaline_Phosphatase_Level": 66.03079654, + "Alanine_Aminotransferase_Level": 30.75896389, + "Aspartate_Aminotransferase_Level": 26.89562225, + "Creatinine_Level": 0.918312038, + "LDH_Level": 190.3181181, + "Calcium_Level": 8.221587186, + "Phosphorus_Level": 4.133329978, + "Glucose_Level": 73.37230537, + "Potassium_Level": 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107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.77474725, + "White_Blood_Cell_Count": 5.619322083, + "Platelet_Count": 213.2945696, + "Albumin_Level": 3.104459984, + "Alkaline_Phosphatase_Level": 69.13098021, + "Alanine_Aminotransferase_Level": 32.76713063, + "Aspartate_Aminotransferase_Level": 16.34246362, + "Creatinine_Level": 0.806889133, + "LDH_Level": 135.5344408, + "Calcium_Level": 9.406927205, + "Phosphorus_Level": 2.61418876, + "Glucose_Level": 120.9426982, + "Potassium_Level": 3.977478934, + "Sodium_Level": 141.7305443, + "Smoking_Pack_Years": 25.37370893 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.51743944, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.36584204, + "White_Blood_Cell_Count": 7.65124211, + "Platelet_Count": 166.79572, + "Albumin_Level": 4.728250677, + "Alkaline_Phosphatase_Level": 85.28713692, + "Alanine_Aminotransferase_Level": 5.925070973, + "Aspartate_Aminotransferase_Level": 42.41891221, + "Creatinine_Level": 0.979380322, + "LDH_Level": 216.77432, + "Calcium_Level": 8.384705132, + "Phosphorus_Level": 3.97489436, + "Glucose_Level": 139.8778352, + "Potassium_Level": 4.252293608, + "Sodium_Level": 139.3121153, + "Smoking_Pack_Years": 72.62642739 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.24302676, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.03948386, + "White_Blood_Cell_Count": 5.527992537, + "Platelet_Count": 250.5198193, + "Albumin_Level": 3.020687107, + "Alkaline_Phosphatase_Level": 63.04346848, + "Alanine_Aminotransferase_Level": 15.54623996, + "Aspartate_Aminotransferase_Level": 25.94505642, + "Creatinine_Level": 0.521025063, + "LDH_Level": 174.5846405, + "Calcium_Level": 8.121292974, + "Phosphorus_Level": 3.482113139, + "Glucose_Level": 81.51426793, + "Potassium_Level": 4.663748664, + "Sodium_Level": 143.6947031, + "Smoking_Pack_Years": 7.29645345 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.51313632, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.54717664, + "White_Blood_Cell_Count": 5.800760166, + "Platelet_Count": 206.978847, + "Albumin_Level": 3.355572114, + "Alkaline_Phosphatase_Level": 70.91175376, + "Alanine_Aminotransferase_Level": 23.9202485, + "Aspartate_Aminotransferase_Level": 32.0112665, + "Creatinine_Level": 0.637966433, + "LDH_Level": 223.8375437, + "Calcium_Level": 9.93347808, + "Phosphorus_Level": 3.48859003, + "Glucose_Level": 98.11754793, + "Potassium_Level": 4.467481426, + "Sodium_Level": 144.5404361, + "Smoking_Pack_Years": 27.46960172 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.663929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.00463882, + "White_Blood_Cell_Count": 4.237627402, + "Platelet_Count": 276.8757557, + "Albumin_Level": 3.457467855, + "Alkaline_Phosphatase_Level": 38.9595892, + "Alanine_Aminotransferase_Level": 32.42567021, + "Aspartate_Aminotransferase_Level": 45.71218103, + "Creatinine_Level": 0.546109118, + "LDH_Level": 221.4123253, + "Calcium_Level": 8.86575005, + "Phosphorus_Level": 3.893797012, + "Glucose_Level": 142.5610694, + "Potassium_Level": 3.972500549, + "Sodium_Level": 143.3291197, + "Smoking_Pack_Years": 93.8068762 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.8912961, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.95097783, + "White_Blood_Cell_Count": 9.71044042, + "Platelet_Count": 404.6276095, + "Albumin_Level": 3.576383825, + "Alkaline_Phosphatase_Level": 92.49078334, + "Alanine_Aminotransferase_Level": 33.02659688, + "Aspartate_Aminotransferase_Level": 33.57039512, + "Creatinine_Level": 0.821239156, + "LDH_Level": 149.7273433, + "Calcium_Level": 8.346621657, + "Phosphorus_Level": 2.661290194, + "Glucose_Level": 145.6957248, + "Potassium_Level": 3.528650926, + "Sodium_Level": 141.8246126, + "Smoking_Pack_Years": 38.22923868 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.54660827, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.86094277, + "White_Blood_Cell_Count": 3.577725649, + "Platelet_Count": 409.8225376, + "Albumin_Level": 3.881225744, + "Alkaline_Phosphatase_Level": 95.9101442, + "Alanine_Aminotransferase_Level": 23.35075877, + "Aspartate_Aminotransferase_Level": 45.03661204, + "Creatinine_Level": 0.537417468, + "LDH_Level": 247.86016, + "Calcium_Level": 8.612225115, + "Phosphorus_Level": 3.468393133, + "Glucose_Level": 149.0678536, + "Potassium_Level": 4.76068622, + "Sodium_Level": 141.2342018, + "Smoking_Pack_Years": 60.65828903 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.83422076, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.50425033, + "White_Blood_Cell_Count": 6.600211034, + "Platelet_Count": 448.1085987, + "Albumin_Level": 4.000918, + "Alkaline_Phosphatase_Level": 71.15972283, + "Alanine_Aminotransferase_Level": 35.97345749, + "Aspartate_Aminotransferase_Level": 19.957977, + "Creatinine_Level": 1.164409448, + "LDH_Level": 142.1444118, + "Calcium_Level": 9.04985585, + "Phosphorus_Level": 4.59937778, + "Glucose_Level": 119.7190909, + "Potassium_Level": 4.214068859, + "Sodium_Level": 143.4696471, + "Smoking_Pack_Years": 60.75931343 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.83255282, + "Tumor_Location": "Upper 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116.9062029, + "Potassium_Level": 4.7383711, + "Sodium_Level": 143.6353486, + "Smoking_Pack_Years": 72.66412145 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.98226715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.0096903, + "White_Blood_Cell_Count": 4.257477095, + "Platelet_Count": 274.129969, + "Albumin_Level": 4.885814024, + "Alkaline_Phosphatase_Level": 31.03147176, + "Alanine_Aminotransferase_Level": 32.05338389, + "Aspartate_Aminotransferase_Level": 29.74414151, + "Creatinine_Level": 1.402411732, + "LDH_Level": 193.3628432, + "Calcium_Level": 10.42985172, + "Phosphorus_Level": 3.586994582, + "Glucose_Level": 91.17324486, + "Potassium_Level": 4.397236847, + "Sodium_Level": 141.7300102, + "Smoking_Pack_Years": 57.49245388 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.51208379, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.61796647, + "White_Blood_Cell_Count": 4.922893419, + "Platelet_Count": 180.2461839, + "Albumin_Level": 4.630282129, + "Alkaline_Phosphatase_Level": 92.91885017, + "Alanine_Aminotransferase_Level": 11.65872159, + "Aspartate_Aminotransferase_Level": 32.06992681, + "Creatinine_Level": 0.791874163, + "LDH_Level": 183.8114536, + "Calcium_Level": 9.198899075, + "Phosphorus_Level": 4.734539744, + "Glucose_Level": 79.96574285, + "Potassium_Level": 4.770776829, + "Sodium_Level": 139.3632984, + "Smoking_Pack_Years": 11.97213067 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.22142122, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.27824433, + "White_Blood_Cell_Count": 9.237485357, + "Platelet_Count": 441.9033305, + "Albumin_Level": 4.313007482, + "Alkaline_Phosphatase_Level": 90.49808877, + "Alanine_Aminotransferase_Level": 35.25438463, + "Aspartate_Aminotransferase_Level": 16.73334242, + "Creatinine_Level": 1.446542279, + "LDH_Level": 197.1957902, + "Calcium_Level": 10.13068365, + "Phosphorus_Level": 4.370121824, + "Glucose_Level": 137.3923427, + "Potassium_Level": 4.377739327, + "Sodium_Level": 137.8903943, + "Smoking_Pack_Years": 86.96095331 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.94619491, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.32025286, + "White_Blood_Cell_Count": 3.509221928, + "Platelet_Count": 340.7703556, + "Albumin_Level": 4.23818562, + "Alkaline_Phosphatase_Level": 35.06279485, + "Alanine_Aminotransferase_Level": 35.57061423, + "Aspartate_Aminotransferase_Level": 47.0860848, + "Creatinine_Level": 0.871755001, + "LDH_Level": 217.7096564, + "Calcium_Level": 8.058515377, + "Phosphorus_Level": 4.450775523, + "Glucose_Level": 111.385722, + "Potassium_Level": 4.350673033, + "Sodium_Level": 136.9654917, + "Smoking_Pack_Years": 4.646033266 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.10516158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.21203482, + "White_Blood_Cell_Count": 8.353884056, + "Platelet_Count": 177.7186933, + "Albumin_Level": 3.472089941, + "Alkaline_Phosphatase_Level": 101.3947727, + "Alanine_Aminotransferase_Level": 18.02109083, + "Aspartate_Aminotransferase_Level": 25.5400261, + "Creatinine_Level": 0.974048509, + "LDH_Level": 179.1944303, + "Calcium_Level": 9.27066974, + "Phosphorus_Level": 3.655819771, + "Glucose_Level": 86.32085436, + "Potassium_Level": 4.428767875, + "Sodium_Level": 141.5299707, + "Smoking_Pack_Years": 21.02460664 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.99265786, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.00477568, + "White_Blood_Cell_Count": 4.947356006, + "Platelet_Count": 206.2276064, + "Albumin_Level": 3.352774963, + "Alkaline_Phosphatase_Level": 36.40324485, + "Alanine_Aminotransferase_Level": 39.64010248, + "Aspartate_Aminotransferase_Level": 41.67781707, + "Creatinine_Level": 0.85766189, + "LDH_Level": 136.4915993, + "Calcium_Level": 9.782348183, + "Phosphorus_Level": 2.839355671, + "Glucose_Level": 97.93947532, + "Potassium_Level": 4.521094246, + "Sodium_Level": 136.5781966, + "Smoking_Pack_Years": 31.132009 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.77802957, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.71647793, + "White_Blood_Cell_Count": 3.91862126, + "Platelet_Count": 359.1171707, + "Albumin_Level": 4.977011898, + "Alkaline_Phosphatase_Level": 111.5964195, + "Alanine_Aminotransferase_Level": 21.85909294, + "Aspartate_Aminotransferase_Level": 43.35328048, + "Creatinine_Level": 1.317624899, + "LDH_Level": 125.9843871, + "Calcium_Level": 9.687944844, + "Phosphorus_Level": 3.047015277, + "Glucose_Level": 96.33049965, + "Potassium_Level": 4.138101834, + "Sodium_Level": 139.1449314, + "Smoking_Pack_Years": 47.9370157 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.68400817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.2293597, + "White_Blood_Cell_Count": 7.830541474, + "Platelet_Count": 385.2319468, + "Albumin_Level": 4.952512056, + "Alkaline_Phosphatase_Level": 85.30178717, + "Alanine_Aminotransferase_Level": 29.39428213, + "Aspartate_Aminotransferase_Level": 13.69496332, + "Creatinine_Level": 1.092563488, + "LDH_Level": 195.613545, + "Calcium_Level": 8.241381777, + "Phosphorus_Level": 2.58043316, + "Glucose_Level": 107.9340271, + "Potassium_Level": 4.924128668, + "Sodium_Level": 142.7761517, + "Smoking_Pack_Years": 13.26593348 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.01065608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.86314254, + "White_Blood_Cell_Count": 9.723751501, + "Platelet_Count": 244.6548843, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.23469573, + "White_Blood_Cell_Count": 5.445276296, + "Platelet_Count": 369.0148189, + "Albumin_Level": 4.213324571, + "Alkaline_Phosphatase_Level": 50.90739736, + "Alanine_Aminotransferase_Level": 37.99916898, + "Aspartate_Aminotransferase_Level": 28.643443, + "Creatinine_Level": 1.323860307, + "LDH_Level": 131.618912, + "Calcium_Level": 10.28440117, + "Phosphorus_Level": 4.159200439, + "Glucose_Level": 109.0593389, + "Potassium_Level": 3.790474777, + "Sodium_Level": 137.9074565, + "Smoking_Pack_Years": 91.71819373 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.98571227, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.04106566, + "White_Blood_Cell_Count": 9.299822346, + "Platelet_Count": 277.6579529, + "Albumin_Level": 4.519620894, + "Alkaline_Phosphatase_Level": 70.63140486, + "Alanine_Aminotransferase_Level": 35.06678345, + "Aspartate_Aminotransferase_Level": 19.38765955, + "Creatinine_Level": 1.40608427, + "LDH_Level": 232.7254899, + "Calcium_Level": 8.915773775, + "Phosphorus_Level": 3.441112874, + "Glucose_Level": 90.32804254, + "Potassium_Level": 4.910018573, + "Sodium_Level": 135.3347316, + "Smoking_Pack_Years": 32.39023152 + }, + { + "Age": 62, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.08382501, + "White_Blood_Cell_Count": 6.34924466, + "Platelet_Count": 323.2384417, + "Albumin_Level": 4.471718415, + "Alkaline_Phosphatase_Level": 98.88648867, + "Alanine_Aminotransferase_Level": 22.8114032, + "Aspartate_Aminotransferase_Level": 38.84990458, + "Creatinine_Level": 0.832147209, + "LDH_Level": 128.028685, + "Calcium_Level": 9.863104104, + "Phosphorus_Level": 2.617752584, + "Glucose_Level": 110.6146053, + "Potassium_Level": 4.153053558, + "Sodium_Level": 142.1024355, + "Smoking_Pack_Years": 54.3416362 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.7806766, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.45178975, + "White_Blood_Cell_Count": 6.165772599, + "Platelet_Count": 407.4948558, + "Albumin_Level": 4.65814457, + "Alkaline_Phosphatase_Level": 97.0394568, + "Alanine_Aminotransferase_Level": 35.04975933, + "Aspartate_Aminotransferase_Level": 26.88984739, + "Creatinine_Level": 0.611103989, + "LDH_Level": 200.4297057, + "Calcium_Level": 8.263288765, + "Phosphorus_Level": 3.142442775, + "Glucose_Level": 125.7089218, + "Potassium_Level": 4.736770501, + "Sodium_Level": 141.9969389, + "Smoking_Pack_Years": 99.79936744 + }, + { 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"White_Blood_Cell_Count": 9.217537751, + "Platelet_Count": 361.2777772, + "Albumin_Level": 4.925986207, + "Alkaline_Phosphatase_Level": 83.52293818, + "Alanine_Aminotransferase_Level": 38.0466515, + "Aspartate_Aminotransferase_Level": 25.86104231, + "Creatinine_Level": 0.720065849, + "LDH_Level": 153.9221675, + "Calcium_Level": 9.377217263, + "Phosphorus_Level": 4.016525801, + "Glucose_Level": 77.11587846, + "Potassium_Level": 4.15269972, + "Sodium_Level": 143.4373262, + "Smoking_Pack_Years": 67.28907976 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.41144973, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + 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"Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.6484724, + "White_Blood_Cell_Count": 5.59828368, + "Platelet_Count": 294.2509189, + "Albumin_Level": 4.356251075, + "Alkaline_Phosphatase_Level": 90.84842984, + "Alanine_Aminotransferase_Level": 32.298311, + "Aspartate_Aminotransferase_Level": 11.81599108, + "Creatinine_Level": 0.805055178, + "LDH_Level": 129.4175903, + "Calcium_Level": 9.546850157, + "Phosphorus_Level": 3.787794671, + "Glucose_Level": 119.303462, + "Potassium_Level": 4.669625807, + "Sodium_Level": 140.5342844, + "Smoking_Pack_Years": 48.4389545 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.31062062, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.3169107, + "White_Blood_Cell_Count": 7.1144885, + "Platelet_Count": 195.0762152, + "Albumin_Level": 3.125809901, + "Alkaline_Phosphatase_Level": 51.95570061, + "Alanine_Aminotransferase_Level": 37.55475707, + "Aspartate_Aminotransferase_Level": 30.12605066, + "Creatinine_Level": 0.580454273, + "LDH_Level": 190.6592543, + "Calcium_Level": 8.600189421, + "Phosphorus_Level": 3.766518186, + "Glucose_Level": 89.82673767, + "Potassium_Level": 4.958973035, + "Sodium_Level": 136.6341979, + "Smoking_Pack_Years": 73.67689175 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.13489799, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.56265242, + "White_Blood_Cell_Count": 7.801904102, + "Platelet_Count": 178.4242678, + "Albumin_Level": 3.699289733, + "Alkaline_Phosphatase_Level": 72.33871287, + "Alanine_Aminotransferase_Level": 13.20093121, + "Aspartate_Aminotransferase_Level": 14.0266332, + "Creatinine_Level": 0.919088694, + "LDH_Level": 173.4863574, + "Calcium_Level": 8.628292542, + "Phosphorus_Level": 3.465694377, + "Glucose_Level": 104.2103785, + "Potassium_Level": 4.838804664, + "Sodium_Level": 138.0551837, + "Smoking_Pack_Years": 54.15672613 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.85924041, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.20379802, + "White_Blood_Cell_Count": 4.998330056, + "Platelet_Count": 221.0160838, + "Albumin_Level": 4.538696607, + "Alkaline_Phosphatase_Level": 87.01849474, + "Alanine_Aminotransferase_Level": 34.92354658, + "Aspartate_Aminotransferase_Level": 21.59731059, + "Creatinine_Level": 0.86656152, + "LDH_Level": 147.320614, + "Calcium_Level": 8.12519723, + "Phosphorus_Level": 4.087062958, + "Glucose_Level": 134.2022223, + "Potassium_Level": 3.55119392, + "Sodium_Level": 139.7383549, + "Smoking_Pack_Years": 69.23880261 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.36964949, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.64060294, + "White_Blood_Cell_Count": 9.77976335, + "Platelet_Count": 389.2516344, + "Albumin_Level": 4.890167987, + "Alkaline_Phosphatase_Level": 31.36563447, + "Alanine_Aminotransferase_Level": 8.945566275, + "Aspartate_Aminotransferase_Level": 13.15573478, + "Creatinine_Level": 1.292157807, + "LDH_Level": 175.1235739, + "Calcium_Level": 8.858083471, + "Phosphorus_Level": 4.715075346, + "Glucose_Level": 143.3100005, + "Potassium_Level": 4.747091492, + "Sodium_Level": 138.8561314, + "Smoking_Pack_Years": 61.74124111 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.12742951, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.29147957, + "White_Blood_Cell_Count": 3.679810816, + "Platelet_Count": 280.88342, + "Albumin_Level": 3.126006861, + "Alkaline_Phosphatase_Level": 88.55206537, + "Alanine_Aminotransferase_Level": 8.677015976, + "Aspartate_Aminotransferase_Level": 28.29612768, + "Creatinine_Level": 1.399420533, + "LDH_Level": 219.6940107, + "Calcium_Level": 9.109371361, + "Phosphorus_Level": 4.051865127, + "Glucose_Level": 148.4375082, + "Potassium_Level": 4.993010424, + "Sodium_Level": 139.1914555, + "Smoking_Pack_Years": 52.49050056 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.06511148, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.61715791, + "White_Blood_Cell_Count": 5.558869675, + "Platelet_Count": 340.5157239, + "Albumin_Level": 4.566536403, + "Alkaline_Phosphatase_Level": 31.17585853, + "Alanine_Aminotransferase_Level": 11.70244331, + "Aspartate_Aminotransferase_Level": 22.87103396, + "Creatinine_Level": 0.665544318, + "LDH_Level": 177.7787858, + "Calcium_Level": 9.006815699, + "Phosphorus_Level": 3.01952946, + "Glucose_Level": 98.79133862, + "Potassium_Level": 3.547757582, + "Sodium_Level": 142.5086053, + "Smoking_Pack_Years": 50.03805243 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.72990864, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.32327656, + "White_Blood_Cell_Count": 4.856619762, + "Platelet_Count": 375.7254638, + "Albumin_Level": 3.17709888, + "Alkaline_Phosphatase_Level": 32.90197443, + "Alanine_Aminotransferase_Level": 13.00545241, + "Aspartate_Aminotransferase_Level": 25.80811606, + "Creatinine_Level": 0.538263696, + "LDH_Level": 150.7030625, + "Calcium_Level": 8.980353785, + "Phosphorus_Level": 2.52159671, + "Glucose_Level": 85.31828189, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.71695734, + "White_Blood_Cell_Count": 5.780431435, + "Platelet_Count": 275.0219981, + "Albumin_Level": 4.325629769, + "Alkaline_Phosphatase_Level": 56.35100698, + "Alanine_Aminotransferase_Level": 33.97601677, + "Aspartate_Aminotransferase_Level": 28.24471202, + "Creatinine_Level": 1.217928439, + "LDH_Level": 208.9028871, + "Calcium_Level": 8.268047185, + "Phosphorus_Level": 2.879818379, + "Glucose_Level": 97.77395535, + "Potassium_Level": 4.260119742, + "Sodium_Level": 141.3165371, + "Smoking_Pack_Years": 91.61283568 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.61982729, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.44330003, + "White_Blood_Cell_Count": 9.613332813, + "Platelet_Count": 179.8820913, + "Albumin_Level": 4.357878707, + "Alkaline_Phosphatase_Level": 86.25819614, + "Alanine_Aminotransferase_Level": 33.52964067, + "Aspartate_Aminotransferase_Level": 29.01759558, + "Creatinine_Level": 0.623581377, + "LDH_Level": 170.5359064, + "Calcium_Level": 8.310543449, + "Phosphorus_Level": 4.568759594, + "Glucose_Level": 117.7005679, + "Potassium_Level": 4.363767836, + "Sodium_Level": 142.9984556, + "Smoking_Pack_Years": 75.70435963 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": 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9.924277022, + "Phosphorus_Level": 4.846209081, + "Glucose_Level": 78.04675486, + "Potassium_Level": 4.34506423, + "Sodium_Level": 140.8162634, + "Smoking_Pack_Years": 32.26637668 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.67179444, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.35838246, + "White_Blood_Cell_Count": 4.231199399, + "Platelet_Count": 200.4434459, + 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.42131112, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.64759466, + "White_Blood_Cell_Count": 9.85010548, + "Platelet_Count": 157.038518, + "Albumin_Level": 4.662213731, + "Alkaline_Phosphatase_Level": 71.49085347, + "Alanine_Aminotransferase_Level": 6.822815401, + "Aspartate_Aminotransferase_Level": 38.92971799, + "Creatinine_Level": 0.851386643, + "LDH_Level": 119.892845, + "Calcium_Level": 9.219697254, + "Phosphorus_Level": 2.801100341, + "Glucose_Level": 123.3324849, + "Potassium_Level": 4.392691068, + "Sodium_Level": 140.7255229, + "Smoking_Pack_Years": 8.225974898 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.7169535, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.98500906, + "White_Blood_Cell_Count": 4.044813131, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.82608179, + "White_Blood_Cell_Count": 6.527743593, + "Platelet_Count": 241.5288017, + "Albumin_Level": 3.309861059, + "Alkaline_Phosphatase_Level": 61.17437003, + "Alanine_Aminotransferase_Level": 25.21696018, + "Aspartate_Aminotransferase_Level": 42.56115029, + "Creatinine_Level": 1.006788683, + "LDH_Level": 122.6069681, + "Calcium_Level": 8.361899882, + "Phosphorus_Level": 3.579540215, + "Glucose_Level": 120.8981731, + "Potassium_Level": 4.672046698, + "Sodium_Level": 135.9967389, + "Smoking_Pack_Years": 35.0671213 + }, + { + "Age": 53, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.35509795, + "White_Blood_Cell_Count": 6.455716405, + "Platelet_Count": 278.8690245, + "Albumin_Level": 3.85941699, + "Alkaline_Phosphatase_Level": 116.1259851, + "Alanine_Aminotransferase_Level": 39.9167621, + "Aspartate_Aminotransferase_Level": 40.10749654, + "Creatinine_Level": 1.281063391, + "LDH_Level": 219.4631652, + "Calcium_Level": 9.316993584, + "Phosphorus_Level": 4.970000073, + "Glucose_Level": 115.5898569, + "Potassium_Level": 3.673234148, + "Sodium_Level": 137.0088252, + "Smoking_Pack_Years": 67.33955254 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.14540946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", 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"Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.0990651, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.83395112, + "White_Blood_Cell_Count": 4.408759487, + "Platelet_Count": 281.9123172, + "Albumin_Level": 4.422357627, + "Alkaline_Phosphatase_Level": 103.0359527, + "Alanine_Aminotransferase_Level": 5.757859986, + "Aspartate_Aminotransferase_Level": 47.25744644, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.58196866, + "White_Blood_Cell_Count": 7.659870583, + "Platelet_Count": 397.3739038, + "Albumin_Level": 3.870399986, + "Alkaline_Phosphatase_Level": 84.56790909, + "Alanine_Aminotransferase_Level": 12.09085357, + "Aspartate_Aminotransferase_Level": 44.32174212, + "Creatinine_Level": 1.215364341, + "LDH_Level": 202.6506814, + "Calcium_Level": 9.10249921, + "Phosphorus_Level": 4.362088634, + "Glucose_Level": 73.98013174, + "Potassium_Level": 4.220990489, + "Sodium_Level": 136.7516468, + "Smoking_Pack_Years": 85.03976782 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.53700028, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.42583214, + "White_Blood_Cell_Count": 7.786885614, + "Platelet_Count": 440.5942653, + "Albumin_Level": 4.673441541, + "Alkaline_Phosphatase_Level": 109.1236302, + "Alanine_Aminotransferase_Level": 6.842505288, + "Aspartate_Aminotransferase_Level": 41.26627056, + "Creatinine_Level": 1.394123694, + "LDH_Level": 159.7937531, + "Calcium_Level": 10.29220245, + "Phosphorus_Level": 2.946748597, + "Glucose_Level": 82.84239875, + "Potassium_Level": 3.591191232, + "Sodium_Level": 144.8487172, + "Smoking_Pack_Years": 53.79681243 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.28731397, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.38788228, + "White_Blood_Cell_Count": 7.062750764, + "Platelet_Count": 403.3885679, + "Albumin_Level": 3.829929065, + "Alkaline_Phosphatase_Level": 39.23114991, + "Alanine_Aminotransferase_Level": 19.90745563, + "Aspartate_Aminotransferase_Level": 28.40106051, + "Creatinine_Level": 0.961459192, + "LDH_Level": 120.75443, + "Calcium_Level": 9.609883274, + "Phosphorus_Level": 2.580219832, + "Glucose_Level": 99.13747024, + "Potassium_Level": 4.127206484, + "Sodium_Level": 142.2341753, + "Smoking_Pack_Years": 39.89884113 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.82958744, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.1053211, + "White_Blood_Cell_Count": 7.314365449, + "Platelet_Count": 193.3165391, + "Albumin_Level": 4.256130654, + "Alkaline_Phosphatase_Level": 45.43110714, + "Alanine_Aminotransferase_Level": 31.78769415, + "Aspartate_Aminotransferase_Level": 34.66611994, + "Creatinine_Level": 1.096722338, + "LDH_Level": 177.243855, + "Calcium_Level": 9.549468095, + "Phosphorus_Level": 3.076315899, + "Glucose_Level": 117.4791765, + "Potassium_Level": 4.85007204, + "Sodium_Level": 136.5092013, + "Smoking_Pack_Years": 57.26500302 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.08952449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.03017961, + "White_Blood_Cell_Count": 6.592522192, + "Platelet_Count": 408.3733613, + "Albumin_Level": 4.625607814, + "Alkaline_Phosphatase_Level": 65.79042122, + "Alanine_Aminotransferase_Level": 29.87546013, + "Aspartate_Aminotransferase_Level": 13.28843586, + "Creatinine_Level": 0.820219502, + "LDH_Level": 170.9896597, + "Calcium_Level": 9.51074098, + "Phosphorus_Level": 3.522938139, + "Glucose_Level": 142.3070747, + "Potassium_Level": 3.531540892, + "Sodium_Level": 139.9310569, + "Smoking_Pack_Years": 62.65719277 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.43880224, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.43094112, + "White_Blood_Cell_Count": 3.622713175, + "Platelet_Count": 223.4026071, + "Albumin_Level": 4.561673355, + "Alkaline_Phosphatase_Level": 36.09570944, + "Alanine_Aminotransferase_Level": 29.19302135, + "Aspartate_Aminotransferase_Level": 47.61457872, + "Creatinine_Level": 1.431155465, + "LDH_Level": 140.224957, + "Calcium_Level": 8.778569291, + "Phosphorus_Level": 3.36925073, + "Glucose_Level": 134.3339358, + "Potassium_Level": 3.913889329, + "Sodium_Level": 141.3324975, + "Smoking_Pack_Years": 46.12057302 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.36371786, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.5738475, + "White_Blood_Cell_Count": 6.660672039, + "Platelet_Count": 255.2065698, + "Albumin_Level": 4.93358165, + "Alkaline_Phosphatase_Level": 65.47301683, + "Alanine_Aminotransferase_Level": 8.094826095, + "Aspartate_Aminotransferase_Level": 43.21208522, + "Creatinine_Level": 1.196616558, + "LDH_Level": 151.1843972, + "Calcium_Level": 10.43973519, + "Phosphorus_Level": 4.13956493, + "Glucose_Level": 120.4045887, + "Potassium_Level": 3.635593403, + "Sodium_Level": 140.0365869, + "Smoking_Pack_Years": 97.45203096 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.77331712, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.80400546, + "White_Blood_Cell_Count": 9.763484259, + "Platelet_Count": 439.4672901, + "Albumin_Level": 4.795428255, + "Alkaline_Phosphatase_Level": 80.01033036, + "Alanine_Aminotransferase_Level": 29.97640913, + "Aspartate_Aminotransferase_Level": 27.16758374, + "Creatinine_Level": 1.187937527, + "LDH_Level": 136.8227552, + "Calcium_Level": 9.932712713, + "Phosphorus_Level": 3.215581661, + "Glucose_Level": 118.2522393, + "Potassium_Level": 3.813219081, + "Sodium_Level": 138.9268341, + "Smoking_Pack_Years": 48.34185852 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.28226577, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.15244638, + "White_Blood_Cell_Count": 3.880351606, + "Platelet_Count": 262.0929723, + "Albumin_Level": 3.045822989, + "Alkaline_Phosphatase_Level": 75.09625882, + "Alanine_Aminotransferase_Level": 39.24318271, + "Aspartate_Aminotransferase_Level": 17.70893949, + "Creatinine_Level": 0.652483408, + "LDH_Level": 238.3474839, + "Calcium_Level": 10.01892973, + "Phosphorus_Level": 4.358528302, + "Glucose_Level": 131.9461966, + "Potassium_Level": 4.461187492, + "Sodium_Level": 140.2048063, + "Smoking_Pack_Years": 3.191894637 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.45539096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", 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"Potassium_Level": 4.099369883, + "Sodium_Level": 139.0403712, + "Smoking_Pack_Years": 3.738707266 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.76478642, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.41812788, + "White_Blood_Cell_Count": 6.220467045, + "Platelet_Count": 448.8346021, + "Albumin_Level": 4.690792103, + "Alkaline_Phosphatase_Level": 74.62221793, + "Alanine_Aminotransferase_Level": 19.74204275, + "Aspartate_Aminotransferase_Level": 48.55810014, + "Creatinine_Level": 1.226007096, + "LDH_Level": 220.664069, + "Calcium_Level": 8.023854635, + "Phosphorus_Level": 4.972156082, + "Glucose_Level": 84.25984278, + "Potassium_Level": 4.235419168, + "Sodium_Level": 136.1262944, + "Smoking_Pack_Years": 71.48635242 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.69526575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.76722268, + "White_Blood_Cell_Count": 4.088352685, + "Platelet_Count": 413.6285877, + "Albumin_Level": 3.185645064, + "Alkaline_Phosphatase_Level": 80.30396455, + "Alanine_Aminotransferase_Level": 16.71025982, + "Aspartate_Aminotransferase_Level": 16.0335016, + "Creatinine_Level": 1.143253526, + "LDH_Level": 175.9954233, + "Calcium_Level": 9.199630384, + "Phosphorus_Level": 4.280678866, + "Glucose_Level": 111.0609012, + "Potassium_Level": 4.496158006, + "Sodium_Level": 137.2392214, + "Smoking_Pack_Years": 80.30955793 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.09045986, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.66463595, + "White_Blood_Cell_Count": 4.370822918, + "Platelet_Count": 190.6718816, + "Albumin_Level": 3.376202816, + "Alkaline_Phosphatase_Level": 79.71617044, + "Alanine_Aminotransferase_Level": 29.48067567, + "Aspartate_Aminotransferase_Level": 28.59730185, + "Creatinine_Level": 0.944736866, + "LDH_Level": 146.7999034, + "Calcium_Level": 9.706008667, + "Phosphorus_Level": 4.726275083, + "Glucose_Level": 70.80498622, + "Potassium_Level": 3.691766086, + "Sodium_Level": 138.3305501, + "Smoking_Pack_Years": 53.51607307 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.61338741, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.20365846, + "White_Blood_Cell_Count": 7.009637396, + "Platelet_Count": 185.2854825, + "Albumin_Level": 3.440837438, + "Alkaline_Phosphatase_Level": 75.4571673, + "Alanine_Aminotransferase_Level": 11.85978226, + "Aspartate_Aminotransferase_Level": 14.30167903, + "Creatinine_Level": 0.679571404, + "LDH_Level": 158.2965398, + "Calcium_Level": 9.864670125, + "Phosphorus_Level": 3.092076434, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 28.47860627, + "Aspartate_Aminotransferase_Level": 20.32079606, + "Creatinine_Level": 0.78311479, + "LDH_Level": 203.6701271, + "Calcium_Level": 9.665009174, + "Phosphorus_Level": 3.778584585, + "Glucose_Level": 70.60658714, + "Potassium_Level": 4.035162225, + "Sodium_Level": 138.6551808, + "Smoking_Pack_Years": 52.7394573 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.73311059, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.9749139, + "White_Blood_Cell_Count": 4.926425233, + "Platelet_Count": 395.4689804, + "Albumin_Level": 4.867500854, + "Alkaline_Phosphatase_Level": 114.897835, + "Alanine_Aminotransferase_Level": 6.461379943, + "Aspartate_Aminotransferase_Level": 12.41744879, + "Creatinine_Level": 1.249606549, + "LDH_Level": 137.6750735, + "Calcium_Level": 8.891510032, + "Phosphorus_Level": 3.228796928, + "Glucose_Level": 116.5799443, + "Potassium_Level": 4.114124532, + "Sodium_Level": 139.0748879, + "Smoking_Pack_Years": 72.45635273 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.3386084, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.35935538, + "White_Blood_Cell_Count": 6.24691247, + "Platelet_Count": 194.8623913, + "Albumin_Level": 4.501185014, + "Alkaline_Phosphatase_Level": 103.8823116, + "Alanine_Aminotransferase_Level": 9.912252846, + "Aspartate_Aminotransferase_Level": 49.5908247, + "Creatinine_Level": 0.550965707, + "LDH_Level": 122.1057975, + "Calcium_Level": 8.836097935, + "Phosphorus_Level": 2.696454563, + "Glucose_Level": 134.3985138, + "Potassium_Level": 4.573671926, + "Sodium_Level": 139.6659836, + "Smoking_Pack_Years": 44.05809998 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.98581995, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.85385623, + "White_Blood_Cell_Count": 4.547288729, + "Platelet_Count": 258.4441673, + "Albumin_Level": 4.761753088, + "Alkaline_Phosphatase_Level": 108.6313911, + "Alanine_Aminotransferase_Level": 19.88917814, + "Aspartate_Aminotransferase_Level": 33.08226562, + "Creatinine_Level": 1.070064737, + "LDH_Level": 137.6399582, + "Calcium_Level": 8.753191849, + "Phosphorus_Level": 2.588775383, + "Glucose_Level": 140.5647811, + "Potassium_Level": 4.42744509, + "Sodium_Level": 143.7684764, + "Smoking_Pack_Years": 5.041920244 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.79722051, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.92076612, + "White_Blood_Cell_Count": 5.769545562, + "Platelet_Count": 263.7120311, + "Albumin_Level": 3.093325383, + "Alkaline_Phosphatase_Level": 77.41893296, + "Alanine_Aminotransferase_Level": 29.66750005, + "Aspartate_Aminotransferase_Level": 26.3953427, + "Creatinine_Level": 0.824126962, + "LDH_Level": 136.7945598, + "Calcium_Level": 8.081742527, + "Phosphorus_Level": 4.814780169, + "Glucose_Level": 127.8192473, + "Potassium_Level": 3.617668323, + "Sodium_Level": 139.4172669, + "Smoking_Pack_Years": 56.73611916 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.62875585, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.58071022, + "White_Blood_Cell_Count": 5.482753669, + "Platelet_Count": 356.3721247, + "Albumin_Level": 3.50699622, + "Alkaline_Phosphatase_Level": 108.0932038, + "Alanine_Aminotransferase_Level": 25.28910233, + "Aspartate_Aminotransferase_Level": 13.33249198, + "Creatinine_Level": 1.418184716, + "LDH_Level": 184.0287591, + "Calcium_Level": 10.12467641, + "Phosphorus_Level": 2.890505555, + "Glucose_Level": 142.9934919, + "Potassium_Level": 3.934995944, + "Sodium_Level": 140.9358233, + "Smoking_Pack_Years": 18.83539225 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.19915803, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.48310418, + "White_Blood_Cell_Count": 5.387367559, + "Platelet_Count": 196.5493813, + "Albumin_Level": 4.604432529, + "Alkaline_Phosphatase_Level": 36.00181981, + "Alanine_Aminotransferase_Level": 10.03858877, + "Aspartate_Aminotransferase_Level": 44.52567351, + "Creatinine_Level": 0.621926777, + "LDH_Level": 170.392354, + "Calcium_Level": 10.20494308, + "Phosphorus_Level": 2.617862918, + "Glucose_Level": 86.25463937, + "Potassium_Level": 3.737922936, + "Sodium_Level": 136.543672, + "Smoking_Pack_Years": 77.0471532 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.14571489, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.16598984, + "White_Blood_Cell_Count": 8.826854081, + "Platelet_Count": 200.8869738, + "Albumin_Level": 4.736322809, + "Alkaline_Phosphatase_Level": 69.09269224, + "Alanine_Aminotransferase_Level": 21.97040201, + "Aspartate_Aminotransferase_Level": 42.0829876, + "Creatinine_Level": 1.450036522, + "LDH_Level": 223.355104, + "Calcium_Level": 9.418690127, + "Phosphorus_Level": 2.737827856, + "Glucose_Level": 123.6071764, + "Potassium_Level": 4.875524486, + "Sodium_Level": 139.3994777, + "Smoking_Pack_Years": 8.8777792 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.17277506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.26343157, + "White_Blood_Cell_Count": 4.497479157, + "Platelet_Count": 237.663236, + "Albumin_Level": 3.927226809, + "Alkaline_Phosphatase_Level": 32.42470964, + "Alanine_Aminotransferase_Level": 11.39287285, + "Aspartate_Aminotransferase_Level": 11.69167179, + "Creatinine_Level": 0.607079082, + "LDH_Level": 209.6772593, + "Calcium_Level": 9.055728368, + "Phosphorus_Level": 3.519342402, + "Glucose_Level": 114.775246, + "Potassium_Level": 4.418640248, + "Sodium_Level": 135.4394668, + "Smoking_Pack_Years": 72.13724947 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.04071487, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.33756656, + "White_Blood_Cell_Count": 5.99964442, + "Platelet_Count": 437.3562281, + "Albumin_Level": 4.441320833, + "Alkaline_Phosphatase_Level": 59.7495242, + "Alanine_Aminotransferase_Level": 9.995116745, + "Aspartate_Aminotransferase_Level": 21.15626094, + "Creatinine_Level": 1.022551943, + "LDH_Level": 126.1682801, + "Calcium_Level": 8.798597914, + "Phosphorus_Level": 3.107040619, + "Glucose_Level": 95.21965538, + "Potassium_Level": 4.215471406, + "Sodium_Level": 140.2464351, + "Smoking_Pack_Years": 31.14206865 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.29827721, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.02791266, + "White_Blood_Cell_Count": 4.043987553, + "Platelet_Count": 312.2631483, + "Albumin_Level": 4.826093416, + "Alkaline_Phosphatase_Level": 70.53028956, + "Alanine_Aminotransferase_Level": 22.63421949, + "Aspartate_Aminotransferase_Level": 22.07513475, + "Creatinine_Level": 0.619491962, + "LDH_Level": 153.369103, + "Calcium_Level": 9.722026244, + "Phosphorus_Level": 4.00121472, + "Glucose_Level": 91.47001031, + "Potassium_Level": 4.675795335, + "Sodium_Level": 137.137557, + "Smoking_Pack_Years": 32.07780718 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.43736678, + "Tumor_Location": 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"Glucose_Level": 89.54276141, + "Potassium_Level": 4.733846363, + "Sodium_Level": 144.5264561, + "Smoking_Pack_Years": 41.08073537 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.12762571, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.45420432, + "White_Blood_Cell_Count": 9.900322353, + "Platelet_Count": 387.4368034, + "Albumin_Level": 3.382734296, + "Alkaline_Phosphatase_Level": 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"Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.22369229, + "White_Blood_Cell_Count": 3.813418496, + "Platelet_Count": 216.2284525, + "Albumin_Level": 3.495467619, + "Alkaline_Phosphatase_Level": 66.09688469, + "Alanine_Aminotransferase_Level": 9.896191718, + "Aspartate_Aminotransferase_Level": 26.45875718, + "Creatinine_Level": 1.399387987, + "LDH_Level": 215.0912284, + "Calcium_Level": 10.35779487, + "Phosphorus_Level": 4.456815035, + "Glucose_Level": 135.9944435, + "Potassium_Level": 4.257249455, + "Sodium_Level": 139.3963693, + "Smoking_Pack_Years": 12.20499563 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.61694855, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.02571746, + "White_Blood_Cell_Count": 6.844884644, + "Platelet_Count": 351.8815628, + "Albumin_Level": 3.388626969, + "Alkaline_Phosphatase_Level": 94.64626379, + "Alanine_Aminotransferase_Level": 29.78926532, + "Aspartate_Aminotransferase_Level": 37.05958912, + "Creatinine_Level": 0.580183403, + "LDH_Level": 164.5446236, + "Calcium_Level": 9.292769529, + "Phosphorus_Level": 2.620407421, + "Glucose_Level": 123.7354536, + "Potassium_Level": 4.92668766, + "Sodium_Level": 142.7855225, + "Smoking_Pack_Years": 85.7381109 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.991850469, + "Glucose_Level": 102.8013509, + "Potassium_Level": 4.811201625, + "Sodium_Level": 136.8152058, + "Smoking_Pack_Years": 26.54292212 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.17202136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.48603451, + "White_Blood_Cell_Count": 9.65179017, + "Platelet_Count": 318.6277606, + "Albumin_Level": 3.022276529, + "Alkaline_Phosphatase_Level": 33.49793843, + "Alanine_Aminotransferase_Level": 34.65852823, + "Aspartate_Aminotransferase_Level": 28.95512888, + "Creatinine_Level": 1.396258776, + "LDH_Level": 246.3201093, + "Calcium_Level": 8.879306763, + "Phosphorus_Level": 4.96408851, + "Glucose_Level": 106.5683398, + "Potassium_Level": 4.811645114, + "Sodium_Level": 144.5754202, + "Smoking_Pack_Years": 20.58835205 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.2174061, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.68337367, + "White_Blood_Cell_Count": 9.70014935, + "Platelet_Count": 187.3949172, + "Albumin_Level": 4.357959719, + "Alkaline_Phosphatase_Level": 87.82788518, + "Alanine_Aminotransferase_Level": 37.65321139, + "Aspartate_Aminotransferase_Level": 27.97840428, + "Creatinine_Level": 1.168163914, + "LDH_Level": 127.1374728, + "Calcium_Level": 9.254627278, + "Phosphorus_Level": 2.900011839, + "Glucose_Level": 138.4511325, + "Potassium_Level": 3.738703605, + "Sodium_Level": 138.2058178, + "Smoking_Pack_Years": 51.10558457 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.22179584, + "Phosphorus_Level": 2.970167603, + "Glucose_Level": 90.55776975, + "Potassium_Level": 3.88670482, + "Sodium_Level": 141.6231112, + "Smoking_Pack_Years": 15.74040342 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.37623211, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.95518453, + "White_Blood_Cell_Count": 7.728677873, + "Platelet_Count": 268.1923711, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.53472917, + "White_Blood_Cell_Count": 8.376164236, + "Platelet_Count": 289.42712, + "Albumin_Level": 4.006188999, + "Alkaline_Phosphatase_Level": 102.0602172, + "Alanine_Aminotransferase_Level": 35.26481752, + "Aspartate_Aminotransferase_Level": 43.37725475, + "Creatinine_Level": 1.475648278, + "LDH_Level": 178.3748781, + "Calcium_Level": 9.076919701, + "Phosphorus_Level": 3.249151984, + "Glucose_Level": 71.8082897, + "Potassium_Level": 4.108455166, + "Sodium_Level": 139.3985948, + "Smoking_Pack_Years": 45.04291846 + }, + { + "Age": 76, + "Gender": "Female", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.85195094, + "White_Blood_Cell_Count": 6.373179081, + "Platelet_Count": 224.7193574, + "Albumin_Level": 4.664585284, + "Alkaline_Phosphatase_Level": 91.92342489, + "Alanine_Aminotransferase_Level": 24.76645004, + "Aspartate_Aminotransferase_Level": 38.60645199, + "Creatinine_Level": 0.73757103, + "LDH_Level": 182.9740143, + "Calcium_Level": 8.794746079, + "Phosphorus_Level": 4.295427532, + "Glucose_Level": 128.006641, + "Potassium_Level": 4.426871464, + "Sodium_Level": 139.3501063, + "Smoking_Pack_Years": 39.26037617 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.27661027, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": 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20.36500922, + "Creatinine_Level": 0.773347944, + "LDH_Level": 113.5126993, + "Calcium_Level": 8.75954724, + "Phosphorus_Level": 2.54812861, + "Glucose_Level": 92.8053338, + "Potassium_Level": 4.729401867, + "Sodium_Level": 136.2234052, + "Smoking_Pack_Years": 81.78350431 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.94907355, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.14699573, + "White_Blood_Cell_Count": 7.231117248, + "Platelet_Count": 178.1300206, + "Albumin_Level": 4.935407341, + "Alkaline_Phosphatase_Level": 111.3415276, + "Alanine_Aminotransferase_Level": 16.68416886, + "Aspartate_Aminotransferase_Level": 49.90109816, + "Creatinine_Level": 1.278305307, + "LDH_Level": 236.6265374, + "Calcium_Level": 10.00006412, + "Phosphorus_Level": 3.006454793, + "Glucose_Level": 116.1917947, + "Potassium_Level": 4.856097246, + "Sodium_Level": 143.2584595, + "Smoking_Pack_Years": 5.602612437 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.27385269, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 24.46562831, + "Creatinine_Level": 1.030265196, + "LDH_Level": 106.5700067, + "Calcium_Level": 8.449680218, + "Phosphorus_Level": 2.747510746, + "Glucose_Level": 91.24898325, + "Potassium_Level": 4.342827815, + "Sodium_Level": 141.2717943, + "Smoking_Pack_Years": 38.16383723 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.77308181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 84, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.21880433, + "White_Blood_Cell_Count": 7.946307716, + "Platelet_Count": 389.2246185, + "Albumin_Level": 3.500662473, + "Alkaline_Phosphatase_Level": 109.069653, + "Alanine_Aminotransferase_Level": 10.62818723, + "Aspartate_Aminotransferase_Level": 48.0710157, + "Creatinine_Level": 0.689501218, + "LDH_Level": 196.0154557, + "Calcium_Level": 9.62272804, + "Phosphorus_Level": 4.130634652, + "Glucose_Level": 94.32809447, + "Potassium_Level": 4.443164068, + "Sodium_Level": 135.8157307, + "Smoking_Pack_Years": 14.12606081 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.53440246, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.44277, + "White_Blood_Cell_Count": 7.012550942, + "Platelet_Count": 183.0619826, + "Albumin_Level": 3.225745512, + "Alkaline_Phosphatase_Level": 105.2392954, + "Alanine_Aminotransferase_Level": 38.57939622, + "Aspartate_Aminotransferase_Level": 24.21243374, + "Creatinine_Level": 0.605163315, + "LDH_Level": 187.3155302, + "Calcium_Level": 10.39470468, + "Phosphorus_Level": 3.503632005, + "Glucose_Level": 82.37160701, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 35.16466386, + "Aspartate_Aminotransferase_Level": 32.39444731, + "Creatinine_Level": 1.079298411, + "LDH_Level": 172.2050538, + "Calcium_Level": 8.144604837, + "Phosphorus_Level": 2.948071213, + "Glucose_Level": 108.0259083, + "Potassium_Level": 4.184264273, + "Sodium_Level": 138.351263, + "Smoking_Pack_Years": 89.75912863 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.21522601, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.90523497, + "White_Blood_Cell_Count": 6.895248284, + "Platelet_Count": 365.2130686, + "Albumin_Level": 3.214312523, + "Alkaline_Phosphatase_Level": 62.56229134, + "Alanine_Aminotransferase_Level": 38.29603122, + "Aspartate_Aminotransferase_Level": 49.13159326, + "Creatinine_Level": 1.322515513, + "LDH_Level": 134.9520526, + "Calcium_Level": 9.565402536, + "Phosphorus_Level": 3.257281987, + "Glucose_Level": 89.26885555, + "Potassium_Level": 4.704682883, + "Sodium_Level": 143.1391205, + "Smoking_Pack_Years": 90.49548822 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.77525237, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.34773452, + "White_Blood_Cell_Count": 5.257851011, + "Platelet_Count": 284.073329, + "Albumin_Level": 4.462867711, + "Alkaline_Phosphatase_Level": 97.95647475, + "Alanine_Aminotransferase_Level": 18.89531134, + "Aspartate_Aminotransferase_Level": 27.65466493, + "Creatinine_Level": 0.882687128, + "LDH_Level": 112.3793395, + "Calcium_Level": 9.257461352, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.29589827, + "White_Blood_Cell_Count": 6.200989067, + "Platelet_Count": 205.1480827, + "Albumin_Level": 4.118378978, + "Alkaline_Phosphatase_Level": 118.1028324, + "Alanine_Aminotransferase_Level": 34.02165965, + "Aspartate_Aminotransferase_Level": 38.9920305, + "Creatinine_Level": 1.4340287, + "LDH_Level": 159.9557446, + "Calcium_Level": 8.634633861, + "Phosphorus_Level": 4.81488728, + "Glucose_Level": 125.329037, + "Potassium_Level": 3.606938729, + "Sodium_Level": 137.3345191, + "Smoking_Pack_Years": 25.62579591 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.11329969, + "Glucose_Level": 145.9622121, + "Potassium_Level": 4.733447991, + "Sodium_Level": 143.4378393, + "Smoking_Pack_Years": 79.22955768 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.8572356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.31700114, + "White_Blood_Cell_Count": 6.349365121, + "Platelet_Count": 230.0656805, + "Albumin_Level": 3.494568528, + 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10.35840224, + "Phosphorus_Level": 3.533750606, + "Glucose_Level": 103.7754652, + "Potassium_Level": 3.7432563, + "Sodium_Level": 140.3376363, + "Smoking_Pack_Years": 7.305031738 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.02508067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.81177954, + "White_Blood_Cell_Count": 5.199466993, + "Platelet_Count": 264.1037103, + 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213.4616099, + "Calcium_Level": 9.200889079, + "Phosphorus_Level": 3.89753324, + "Glucose_Level": 108.9213004, + "Potassium_Level": 4.0471272, + "Sodium_Level": 138.3326315, + "Smoking_Pack_Years": 45.66319041 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.17281933, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.26048212, + "White_Blood_Cell_Count": 9.737767493, + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.66349518, + "White_Blood_Cell_Count": 9.186837965, + "Platelet_Count": 216.5148492, + "Albumin_Level": 3.887867773, + "Alkaline_Phosphatase_Level": 56.96179464, + "Alanine_Aminotransferase_Level": 31.53941476, + "Aspartate_Aminotransferase_Level": 40.81326488, + "Creatinine_Level": 0.761475989, + "LDH_Level": 179.2666314, + "Calcium_Level": 9.0809733, + "Phosphorus_Level": 4.633174347, + "Glucose_Level": 123.6669008, + "Potassium_Level": 3.91053292, + "Sodium_Level": 142.4583164, + "Smoking_Pack_Years": 8.990877589 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.00874343, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.91047165, + "White_Blood_Cell_Count": 5.876618101, + "Platelet_Count": 307.5555343, + "Albumin_Level": 4.794926394, + "Alkaline_Phosphatase_Level": 40.48277788, + "Alanine_Aminotransferase_Level": 11.74601968, + "Aspartate_Aminotransferase_Level": 21.85828543, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.89556271, + "White_Blood_Cell_Count": 8.187905582, + "Platelet_Count": 255.7258373, + "Albumin_Level": 4.833787516, + "Alkaline_Phosphatase_Level": 65.24125887, + "Alanine_Aminotransferase_Level": 10.54888906, + "Aspartate_Aminotransferase_Level": 11.01379312, + "Creatinine_Level": 1.124047935, + "LDH_Level": 229.1225483, + "Calcium_Level": 8.245279911, + "Phosphorus_Level": 3.55886791, + "Glucose_Level": 126.2968465, + "Potassium_Level": 4.346152078, + "Sodium_Level": 138.7751487, + "Smoking_Pack_Years": 94.86188484 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.52327862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.95430382, + "White_Blood_Cell_Count": 7.609119387, + "Platelet_Count": 157.5985314, + "Albumin_Level": 4.485062049, + "Alkaline_Phosphatase_Level": 91.85009717, + "Alanine_Aminotransferase_Level": 11.04996177, + "Aspartate_Aminotransferase_Level": 14.46871875, + "Creatinine_Level": 1.226773681, + "LDH_Level": 134.5433842, + "Calcium_Level": 8.016280701, + "Phosphorus_Level": 2.658359567, + "Glucose_Level": 73.18496629, + "Potassium_Level": 4.139411518, + "Sodium_Level": 137.5419548, + "Smoking_Pack_Years": 7.549759707 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.80300348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.48998439, + "White_Blood_Cell_Count": 6.830356617, + "Platelet_Count": 222.9256348, + "Albumin_Level": 3.13768573, + "Alkaline_Phosphatase_Level": 38.68292881, + "Alanine_Aminotransferase_Level": 39.99466048, + "Aspartate_Aminotransferase_Level": 22.1386049, + "Creatinine_Level": 0.681305074, + "LDH_Level": 183.4256206, + "Calcium_Level": 9.397219079, + "Phosphorus_Level": 3.380399306, + "Glucose_Level": 131.9474948, + "Potassium_Level": 4.703336077, + "Sodium_Level": 141.7543284, + "Smoking_Pack_Years": 66.69550973 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.1250257, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.56494072, + "White_Blood_Cell_Count": 8.251802261, + "Platelet_Count": 315.6323945, + "Albumin_Level": 4.441892338, + "Alkaline_Phosphatase_Level": 103.9354473, + "Alanine_Aminotransferase_Level": 21.87604042, + "Aspartate_Aminotransferase_Level": 37.92186647, + "Creatinine_Level": 1.142729038, + "LDH_Level": 232.6981414, + "Calcium_Level": 9.817760338, + "Phosphorus_Level": 2.960202757, + "Glucose_Level": 81.60824772, + "Potassium_Level": 3.577752876, + "Sodium_Level": 144.3037809, + "Smoking_Pack_Years": 8.549804338 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.95672224, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.9070767, + "White_Blood_Cell_Count": 7.938757612, + "Platelet_Count": 445.376039, + "Albumin_Level": 3.513642495, + "Alkaline_Phosphatase_Level": 113.5079157, + "Alanine_Aminotransferase_Level": 31.6192172, + "Aspartate_Aminotransferase_Level": 41.62421802, + "Creatinine_Level": 0.728203288, + "LDH_Level": 247.1498508, + "Calcium_Level": 9.988985519, + "Phosphorus_Level": 4.812719394, + "Glucose_Level": 111.0386123, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.27093601, + "White_Blood_Cell_Count": 4.946457281, + "Platelet_Count": 411.0713921, + "Albumin_Level": 4.8953728, + "Alkaline_Phosphatase_Level": 106.2699855, + "Alanine_Aminotransferase_Level": 38.15508632, + "Aspartate_Aminotransferase_Level": 28.14586507, + "Creatinine_Level": 1.184576396, + "LDH_Level": 145.1853755, + "Calcium_Level": 10.01580392, + "Phosphorus_Level": 3.944121131, + "Glucose_Level": 112.3738662, + "Potassium_Level": 4.718974768, + "Sodium_Level": 142.4806845, + "Smoking_Pack_Years": 27.47422358 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.10950514, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.63091237, + "White_Blood_Cell_Count": 6.575084903, + "Platelet_Count": 155.1103896, + "Albumin_Level": 3.73280088, + "Alkaline_Phosphatase_Level": 93.31109217, + "Alanine_Aminotransferase_Level": 18.17903183, + "Aspartate_Aminotransferase_Level": 38.23470079, + "Creatinine_Level": 0.942660408, + "LDH_Level": 240.6230328, + "Calcium_Level": 9.661447277, + "Phosphorus_Level": 3.766484895, + "Glucose_Level": 112.6714056, + "Potassium_Level": 4.447838883, + "Sodium_Level": 144.6650655, + "Smoking_Pack_Years": 8.188699558 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.972982, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.89315042, + "White_Blood_Cell_Count": 4.33178284, + "Platelet_Count": 281.9920051, + "Albumin_Level": 3.515260081, + "Alkaline_Phosphatase_Level": 41.88138143, + "Alanine_Aminotransferase_Level": 12.2333122, + "Aspartate_Aminotransferase_Level": 49.13029142, + "Creatinine_Level": 1.493796476, + "LDH_Level": 139.5556043, + "Calcium_Level": 8.906898156, + "Phosphorus_Level": 2.735314995, + "Glucose_Level": 105.7720008, + "Potassium_Level": 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"Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.58064727, + "White_Blood_Cell_Count": 6.75397944, + "Platelet_Count": 184.4728856, + "Albumin_Level": 4.478060598, + "Alkaline_Phosphatase_Level": 41.26038783, + "Alanine_Aminotransferase_Level": 6.310573664, + "Aspartate_Aminotransferase_Level": 33.49352335, + "Creatinine_Level": 1.175212336, + "LDH_Level": 140.4256137, + "Calcium_Level": 8.341870258, + "Phosphorus_Level": 2.858101713, + "Glucose_Level": 148.8167552, + "Potassium_Level": 4.346693736, + "Sodium_Level": 143.0165248, + "Smoking_Pack_Years": 99.1498817 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.74487871, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.90475293, + "White_Blood_Cell_Count": 9.743886112, + "Platelet_Count": 257.0725207, + "Albumin_Level": 3.616234934, + "Alkaline_Phosphatase_Level": 102.0769805, + "Alanine_Aminotransferase_Level": 20.51276828, + "Aspartate_Aminotransferase_Level": 43.21863211, + "Creatinine_Level": 0.736672146, + "LDH_Level": 227.4648695, + "Calcium_Level": 10.15401066, + "Phosphorus_Level": 2.623203313, + "Glucose_Level": 108.5819792, + "Potassium_Level": 4.736483002, + "Sodium_Level": 142.8096437, + "Smoking_Pack_Years": 27.74804065 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.66177405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.29433251, + "White_Blood_Cell_Count": 9.748983227, + "Platelet_Count": 312.1087254, + "Albumin_Level": 4.606148286, + "Alkaline_Phosphatase_Level": 65.45454936, + "Alanine_Aminotransferase_Level": 30.37940742, + "Aspartate_Aminotransferase_Level": 42.21557458, + "Creatinine_Level": 1.096642454, + "LDH_Level": 139.400932, + "Calcium_Level": 10.21586967, + "Phosphorus_Level": 3.527949886, + "Glucose_Level": 135.6171429, + "Potassium_Level": 4.529705696, + "Sodium_Level": 142.2864693, + "Smoking_Pack_Years": 82.9593695 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.34757969, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.07952565, + "White_Blood_Cell_Count": 7.963828982, + "Platelet_Count": 262.3872822, + "Albumin_Level": 4.448351397, + "Alkaline_Phosphatase_Level": 69.31209061, + "Alanine_Aminotransferase_Level": 17.40554607, + "Aspartate_Aminotransferase_Level": 14.18250717, + "Creatinine_Level": 1.473230411, + "LDH_Level": 223.4828085, + "Calcium_Level": 9.588243435, + "Phosphorus_Level": 4.48119619, + "Glucose_Level": 114.0665655, + "Potassium_Level": 4.593259753, + "Sodium_Level": 142.8647016, + "Smoking_Pack_Years": 99.0039851 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.86763023, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.44247013, + "White_Blood_Cell_Count": 4.050044401, + "Platelet_Count": 308.0278118, + "Albumin_Level": 4.343001782, + "Alkaline_Phosphatase_Level": 110.3606904, + "Alanine_Aminotransferase_Level": 33.65626503, + "Aspartate_Aminotransferase_Level": 29.31588531, + "Creatinine_Level": 1.164429256, + "LDH_Level": 122.3338699, + "Calcium_Level": 10.38293605, + "Phosphorus_Level": 3.082937488, + "Glucose_Level": 108.3160016, + "Potassium_Level": 3.935281104, + "Sodium_Level": 139.6298675, + "Smoking_Pack_Years": 81.78332529 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.98892647, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.09971018, + "White_Blood_Cell_Count": 6.405897617, + "Platelet_Count": 305.7342796, + "Albumin_Level": 3.992837797, + "Alkaline_Phosphatase_Level": 94.93608209, + "Alanine_Aminotransferase_Level": 35.90082581, + "Aspartate_Aminotransferase_Level": 39.67609717, + "Creatinine_Level": 0.936241247, + "LDH_Level": 167.8187039, + "Calcium_Level": 8.345874034, + "Phosphorus_Level": 3.27030549, + "Glucose_Level": 99.42803328, + "Potassium_Level": 4.350395499, + "Sodium_Level": 138.4503636, + "Smoking_Pack_Years": 60.43554145 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.80166144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.4898532, + "White_Blood_Cell_Count": 9.466806512, + "Platelet_Count": 264.8576031, + "Albumin_Level": 4.906147462, + "Alkaline_Phosphatase_Level": 74.32972113, + "Alanine_Aminotransferase_Level": 31.50611227, + "Aspartate_Aminotransferase_Level": 13.04124833, + "Creatinine_Level": 0.764193982, + "LDH_Level": 155.0100987, + "Calcium_Level": 9.068849852, + "Phosphorus_Level": 3.235812028, + "Glucose_Level": 133.3851656, + "Potassium_Level": 3.89721904, + "Sodium_Level": 136.0185613, + "Smoking_Pack_Years": 11.11349496 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.43701567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.49869535, + "White_Blood_Cell_Count": 9.55855107, + "Platelet_Count": 410.3914491, + "Albumin_Level": 3.949497436, + "Alkaline_Phosphatase_Level": 67.15869841, + "Alanine_Aminotransferase_Level": 36.01494964, + "Aspartate_Aminotransferase_Level": 32.45535182, + "Creatinine_Level": 0.5674208, + "LDH_Level": 143.7718128, + "Calcium_Level": 9.533758152, + "Phosphorus_Level": 2.566869121, + "Glucose_Level": 77.09530588, + "Potassium_Level": 4.829087069, + "Sodium_Level": 144.5312349, + "Smoking_Pack_Years": 97.72909493 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.28452048, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.2136902, + "White_Blood_Cell_Count": 4.581937744, + "Platelet_Count": 303.350013, + "Albumin_Level": 3.852402096, + "Alkaline_Phosphatase_Level": 72.78251799, + "Alanine_Aminotransferase_Level": 27.37922777, + "Aspartate_Aminotransferase_Level": 46.4249499, + "Creatinine_Level": 1.055677094, + "LDH_Level": 236.3148906, + "Calcium_Level": 9.646805677, + "Phosphorus_Level": 3.862573162, + "Glucose_Level": 82.69219727, + "Potassium_Level": 3.715028773, + "Sodium_Level": 143.4901674, + "Smoking_Pack_Years": 70.82162007 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.95977376, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.03384103, + "White_Blood_Cell_Count": 3.737688899, + "Platelet_Count": 414.1192422, + "Albumin_Level": 4.011300433, + "Alkaline_Phosphatase_Level": 116.7298859, + "Alanine_Aminotransferase_Level": 27.64258335, + "Aspartate_Aminotransferase_Level": 24.5767297, + "Creatinine_Level": 0.65550769, + "LDH_Level": 221.7457377, + "Calcium_Level": 8.298228905, + "Phosphorus_Level": 3.03012974, + "Glucose_Level": 99.01255819, + "Potassium_Level": 4.144405354, + "Sodium_Level": 143.6745216, + "Smoking_Pack_Years": 65.61402442 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.23609113, + "Tumor_Location": "Middle 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131.8901263, + "Potassium_Level": 3.997260767, + "Sodium_Level": 136.8405443, + "Smoking_Pack_Years": 70.30271831 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.14845285, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.74358826, + "White_Blood_Cell_Count": 6.605284614, + "Platelet_Count": 258.394083, + "Albumin_Level": 4.242863781, + "Alkaline_Phosphatase_Level": 108.196865, + "Alanine_Aminotransferase_Level": 36.92795676, + "Aspartate_Aminotransferase_Level": 45.81753783, + "Creatinine_Level": 1.147427661, + "LDH_Level": 181.2252949, + "Calcium_Level": 8.650872809, + "Phosphorus_Level": 3.5442884, + "Glucose_Level": 84.51622529, + "Potassium_Level": 4.673755742, + "Sodium_Level": 139.8798638, + "Smoking_Pack_Years": 27.16003462 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.6076691, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.68270405, + "White_Blood_Cell_Count": 7.484958633, + "Platelet_Count": 300.9177535, + "Albumin_Level": 3.540217266, + "Alkaline_Phosphatase_Level": 111.1647796, + "Alanine_Aminotransferase_Level": 32.47329277, + "Aspartate_Aminotransferase_Level": 38.48245973, + "Creatinine_Level": 1.172257473, + "LDH_Level": 133.2996221, + "Calcium_Level": 8.30136806, + "Phosphorus_Level": 2.716242084, + "Glucose_Level": 70.17351021, + "Potassium_Level": 3.672968207, + "Sodium_Level": 135.9451425, + "Smoking_Pack_Years": 29.95592207 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.07230117, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.12073937, + "White_Blood_Cell_Count": 9.494496878, + "Platelet_Count": 157.4997374, + "Albumin_Level": 3.905476939, + "Alkaline_Phosphatase_Level": 110.710336, + "Alanine_Aminotransferase_Level": 35.00919483, + "Aspartate_Aminotransferase_Level": 46.34866138, + "Creatinine_Level": 0.529416253, + "LDH_Level": 143.8704291, + "Calcium_Level": 9.245287615, + "Phosphorus_Level": 2.509364227, + "Glucose_Level": 121.8693444, + "Potassium_Level": 4.617577246, + "Sodium_Level": 142.000237, + "Smoking_Pack_Years": 80.23505768 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.83440502, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.04874242, + "White_Blood_Cell_Count": 9.363730065, + "Platelet_Count": 327.208832, + "Albumin_Level": 3.532794245, + "Alkaline_Phosphatase_Level": 105.9137762, + "Alanine_Aminotransferase_Level": 12.14587893, + "Aspartate_Aminotransferase_Level": 28.17500216, + "Creatinine_Level": 1.444756185, + "LDH_Level": 224.7203457, + "Calcium_Level": 8.317189748, + "Phosphorus_Level": 4.235593977, + 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"Alkaline_Phosphatase_Level": 88.67738332, + "Alanine_Aminotransferase_Level": 11.37270523, + "Aspartate_Aminotransferase_Level": 30.43991947, + "Creatinine_Level": 0.660238401, + "LDH_Level": 154.7844169, + "Calcium_Level": 9.105783727, + "Phosphorus_Level": 3.463971213, + "Glucose_Level": 100.4501639, + "Potassium_Level": 4.39969028, + "Sodium_Level": 143.618429, + "Smoking_Pack_Years": 51.49147009 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.59068864, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.94236658, + "White_Blood_Cell_Count": 9.359174252, + "Platelet_Count": 237.1925168, + "Albumin_Level": 4.516050851, + "Alkaline_Phosphatase_Level": 62.83919071, + "Alanine_Aminotransferase_Level": 21.80555765, + "Aspartate_Aminotransferase_Level": 26.61057818, + "Creatinine_Level": 1.25384788, + "LDH_Level": 161.7897009, + "Calcium_Level": 9.497459311, + "Phosphorus_Level": 4.778026763, + "Glucose_Level": 123.9945913, + "Potassium_Level": 3.576408905, + "Sodium_Level": 142.8997906, + "Smoking_Pack_Years": 14.30675155 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.79687897, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.02339387, + "White_Blood_Cell_Count": 9.462378013, + "Platelet_Count": 449.6838851, + "Albumin_Level": 3.353773009, + "Alkaline_Phosphatase_Level": 68.66480761, + "Alanine_Aminotransferase_Level": 6.571070478, + "Aspartate_Aminotransferase_Level": 24.79762431, + "Creatinine_Level": 1.33576512, + "LDH_Level": 129.3936598, + "Calcium_Level": 8.985030589, + "Phosphorus_Level": 3.046692327, + "Glucose_Level": 76.55137662, + "Potassium_Level": 3.701159057, + "Sodium_Level": 139.4341554, + "Smoking_Pack_Years": 72.39788695 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.33023044, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.81805809, + "White_Blood_Cell_Count": 6.976442941, + "Platelet_Count": 410.4908541, + "Albumin_Level": 4.467522564, + "Alkaline_Phosphatase_Level": 81.65237847, + "Alanine_Aminotransferase_Level": 11.59018037, + "Aspartate_Aminotransferase_Level": 30.15400646, + "Creatinine_Level": 0.525229867, + "LDH_Level": 217.6712607, + "Calcium_Level": 8.093034043, + "Phosphorus_Level": 3.835861439, + "Glucose_Level": 75.8484487, + "Potassium_Level": 4.799445718, + "Sodium_Level": 140.3968603, + "Smoking_Pack_Years": 62.96058672 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.27422072, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.81571009, + "White_Blood_Cell_Count": 6.818775991, + "Platelet_Count": 184.4693242, + "Albumin_Level": 4.272402352, + "Alkaline_Phosphatase_Level": 82.52648668, + "Alanine_Aminotransferase_Level": 34.74686071, + "Aspartate_Aminotransferase_Level": 33.72677571, + "Creatinine_Level": 0.814060644, + "LDH_Level": 207.7197983, + "Calcium_Level": 9.906396545, + "Phosphorus_Level": 3.834514931, + "Glucose_Level": 119.8611019, + "Potassium_Level": 3.507138729, + "Sodium_Level": 142.3625474, + "Smoking_Pack_Years": 69.61522908 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.94501205, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.09636298, + "White_Blood_Cell_Count": 8.84354021, + "Platelet_Count": 365.8610676, + "Albumin_Level": 4.589217262, + "Alkaline_Phosphatase_Level": 55.4927148, + "Alanine_Aminotransferase_Level": 15.89810986, + "Aspartate_Aminotransferase_Level": 46.72120492, + "Creatinine_Level": 1.017388532, + "LDH_Level": 180.039361, + "Calcium_Level": 10.18380539, + "Phosphorus_Level": 3.066812473, + "Glucose_Level": 118.226147, + "Potassium_Level": 3.949847765, + "Sodium_Level": 136.4222679, + "Smoking_Pack_Years": 5.874408024 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.37636666, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.70879287, + "White_Blood_Cell_Count": 6.263197014, + "Platelet_Count": 373.2117581, + "Albumin_Level": 4.679030945, + "Alkaline_Phosphatase_Level": 69.15443849, + "Alanine_Aminotransferase_Level": 13.94239227, + "Aspartate_Aminotransferase_Level": 45.85062206, + "Creatinine_Level": 1.149067955, + "LDH_Level": 162.3248891, + "Calcium_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.64130299, + "White_Blood_Cell_Count": 8.664553324, + "Platelet_Count": 441.7330721, + "Albumin_Level": 4.153180043, + "Alkaline_Phosphatase_Level": 52.27396594, + "Alanine_Aminotransferase_Level": 37.94008924, + "Aspartate_Aminotransferase_Level": 37.70547959, + "Creatinine_Level": 1.199098991, + "LDH_Level": 105.2644793, + "Calcium_Level": 9.735091479, + "Phosphorus_Level": 2.720534001, + "Glucose_Level": 118.6777027, + "Potassium_Level": 3.967643918, + "Sodium_Level": 142.5711821, + "Smoking_Pack_Years": 21.28870597 + }, + { + "Age": 33, + "Gender": 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"LDH_Level": 162.2111531, + "Calcium_Level": 9.711382974, + "Phosphorus_Level": 3.835725408, + "Glucose_Level": 97.22322545, + "Potassium_Level": 4.784657005, + "Sodium_Level": 140.3267141, + "Smoking_Pack_Years": 42.65138178 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.14745303, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.98547156, + "White_Blood_Cell_Count": 8.041299377, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.25484857, + "White_Blood_Cell_Count": 7.45062441, + "Platelet_Count": 351.8900894, + "Albumin_Level": 3.710128932, + "Alkaline_Phosphatase_Level": 42.38843515, + "Alanine_Aminotransferase_Level": 39.42788052, + "Aspartate_Aminotransferase_Level": 36.38808392, + "Creatinine_Level": 1.240261376, + "LDH_Level": 181.4168549, + "Calcium_Level": 8.381770251, + "Phosphorus_Level": 3.600305984, + "Glucose_Level": 116.8022856, + "Potassium_Level": 4.106455268, + "Sodium_Level": 139.8763699, + "Smoking_Pack_Years": 76.98082443 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.65706096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.90141295, + "White_Blood_Cell_Count": 7.126619158, + "Platelet_Count": 257.1433855, + "Albumin_Level": 3.72426398, + "Alkaline_Phosphatase_Level": 60.15096209, + "Alanine_Aminotransferase_Level": 35.023144, + "Aspartate_Aminotransferase_Level": 38.1785224, + "Creatinine_Level": 0.782020964, + "LDH_Level": 222.1541068, + "Calcium_Level": 9.713157927, + "Phosphorus_Level": 3.986710918, + "Glucose_Level": 142.2891432, + "Potassium_Level": 4.676299328, + "Sodium_Level": 141.2824113, + "Smoking_Pack_Years": 89.27811815 + }, + { + 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"Creatinine_Level": 0.721446058, + "LDH_Level": 224.2809167, + "Calcium_Level": 10.43087034, + "Phosphorus_Level": 3.626708048, + "Glucose_Level": 86.83423264, + "Potassium_Level": 4.525830484, + "Sodium_Level": 144.3786485, + "Smoking_Pack_Years": 28.77217885 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.5192305, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.98104871, + "White_Blood_Cell_Count": 8.846201536, + "Platelet_Count": 190.0141725, + "Albumin_Level": 3.848675995, + "Alkaline_Phosphatase_Level": 112.4057739, + "Alanine_Aminotransferase_Level": 21.91573153, + "Aspartate_Aminotransferase_Level": 44.18532943, + "Creatinine_Level": 1.347558754, + "LDH_Level": 183.2263527, + "Calcium_Level": 8.529695232, + "Phosphorus_Level": 4.209861565, + "Glucose_Level": 77.59570795, + "Potassium_Level": 4.731076311, + "Sodium_Level": 137.9417104, + "Smoking_Pack_Years": 54.99245935 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.78709619, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.18440038, + "White_Blood_Cell_Count": 8.115018631, + "Platelet_Count": 155.876743, + "Albumin_Level": 4.714144508, + "Alkaline_Phosphatase_Level": 41.72482217, + "Alanine_Aminotransferase_Level": 16.20859069, + "Aspartate_Aminotransferase_Level": 24.10192617, + "Creatinine_Level": 0.797347297, + "LDH_Level": 183.914746, + "Calcium_Level": 8.40979157, + "Phosphorus_Level": 3.082280972, + "Glucose_Level": 116.6213472, + "Potassium_Level": 4.84365417, + "Sodium_Level": 136.3248633, + "Smoking_Pack_Years": 99.61040041 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.84308225, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.34248462, + "White_Blood_Cell_Count": 4.693623958, + "Platelet_Count": 283.1443749, + "Albumin_Level": 3.729977489, + "Alkaline_Phosphatase_Level": 58.60057761, + "Alanine_Aminotransferase_Level": 30.13829268, + "Aspartate_Aminotransferase_Level": 25.15872141, + "Creatinine_Level": 1.165495271, + "LDH_Level": 139.8937731, + "Calcium_Level": 8.541885331, + "Phosphorus_Level": 3.962198072, + "Glucose_Level": 127.4493313, + "Potassium_Level": 4.461285859, + "Sodium_Level": 137.1102449, + "Smoking_Pack_Years": 25.04482294 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.60943541, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.63083469, + "White_Blood_Cell_Count": 5.497783428, + "Platelet_Count": 283.3289899, + "Albumin_Level": 3.0904982, + "Alkaline_Phosphatase_Level": 99.17635172, + "Alanine_Aminotransferase_Level": 31.21472401, + "Aspartate_Aminotransferase_Level": 17.97868124, + "Creatinine_Level": 0.837319166, + "LDH_Level": 175.4042381, + "Calcium_Level": 8.928982529, + "Phosphorus_Level": 3.817595646, + "Glucose_Level": 75.16935466, + "Potassium_Level": 4.76608792, + "Sodium_Level": 144.6060621, + "Smoking_Pack_Years": 36.82683197 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.05490514, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.46070963, + "White_Blood_Cell_Count": 8.966969593, + "Platelet_Count": 191.2300976, + "Albumin_Level": 4.38057765, + "Alkaline_Phosphatase_Level": 100.2346215, + "Alanine_Aminotransferase_Level": 36.85888651, + "Aspartate_Aminotransferase_Level": 48.58907604, + "Creatinine_Level": 1.24054937, + "LDH_Level": 208.6185924, + "Calcium_Level": 9.632300341, + "Phosphorus_Level": 3.779050891, + "Glucose_Level": 94.86509216, + "Potassium_Level": 4.691366686, + "Sodium_Level": 142.6163807, + "Smoking_Pack_Years": 86.40042487 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.3596547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.93014534, + "White_Blood_Cell_Count": 6.666900051, + "Platelet_Count": 251.2524969, + "Albumin_Level": 3.720358327, + "Alkaline_Phosphatase_Level": 83.87329819, + "Alanine_Aminotransferase_Level": 28.93476062, + "Aspartate_Aminotransferase_Level": 48.01168851, + "Creatinine_Level": 1.373257818, + "LDH_Level": 120.0674307, + "Calcium_Level": 8.79409473, + "Phosphorus_Level": 3.98048433, + "Glucose_Level": 138.9283329, + "Potassium_Level": 4.941179667, + "Sodium_Level": 135.4597437, + "Smoking_Pack_Years": 28.45753316 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.77076401, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.8694138, + "White_Blood_Cell_Count": 7.413344839, + "Platelet_Count": 432.7286682, + "Albumin_Level": 4.061630271, + "Alkaline_Phosphatase_Level": 39.5898172, + "Alanine_Aminotransferase_Level": 7.194589138, + "Aspartate_Aminotransferase_Level": 10.19096737, + "Creatinine_Level": 0.736359283, + "LDH_Level": 132.8273715, + "Calcium_Level": 10.10791854, + "Phosphorus_Level": 3.421601859, + "Glucose_Level": 132.4702914, + "Potassium_Level": 4.875151926, + "Sodium_Level": 143.0944139, + "Smoking_Pack_Years": 27.59711703 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.65745975, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.30047631, + "White_Blood_Cell_Count": 3.644006039, + "Platelet_Count": 402.576428, + "Albumin_Level": 3.469634205, + "Alkaline_Phosphatase_Level": 109.7686226, + "Alanine_Aminotransferase_Level": 29.55627412, + "Aspartate_Aminotransferase_Level": 10.68014066, + "Creatinine_Level": 1.285847625, + "LDH_Level": 123.7896594, + "Calcium_Level": 9.218169778, + "Phosphorus_Level": 4.153111252, + "Glucose_Level": 145.742741, + "Potassium_Level": 4.094291454, + "Sodium_Level": 144.4818078, + "Smoking_Pack_Years": 24.33673 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.81063867, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.35335869, + "White_Blood_Cell_Count": 4.564676068, + "Platelet_Count": 187.3480142, + "Albumin_Level": 3.481121908, + "Alkaline_Phosphatase_Level": 87.80647458, + "Alanine_Aminotransferase_Level": 17.02508266, + "Aspartate_Aminotransferase_Level": 24.89318627, + "Creatinine_Level": 0.709009023, + "LDH_Level": 242.9687019, + "Calcium_Level": 9.127673381, + "Phosphorus_Level": 3.303854669, + "Glucose_Level": 146.2273906, + "Potassium_Level": 3.615086862, + "Sodium_Level": 139.6920409, + "Smoking_Pack_Years": 16.76835064 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.55882333, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.2401216, + "White_Blood_Cell_Count": 5.345832523, + "Platelet_Count": 279.0080897, + "Albumin_Level": 3.614559986, + "Alkaline_Phosphatase_Level": 33.81421216, + "Alanine_Aminotransferase_Level": 34.57677946, + "Aspartate_Aminotransferase_Level": 24.19727226, + "Creatinine_Level": 0.947777363, + "LDH_Level": 177.9480214, + "Calcium_Level": 8.148991448, + "Phosphorus_Level": 2.977423667, + "Glucose_Level": 99.88731374, + "Potassium_Level": 4.01876818, + "Sodium_Level": 136.6800762, + "Smoking_Pack_Years": 82.02287834 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.6229336, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 5.297202285, + "Aspartate_Aminotransferase_Level": 27.48545836, + "Creatinine_Level": 1.397102782, + "LDH_Level": 134.443308, + "Calcium_Level": 10.19666635, + "Phosphorus_Level": 4.037085885, + "Glucose_Level": 86.12398488, + "Potassium_Level": 4.85579423, + "Sodium_Level": 144.8996202, + "Smoking_Pack_Years": 94.71478005 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.6608279, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.93314861, + "White_Blood_Cell_Count": 3.518882683, + "Platelet_Count": 397.0845337, + "Albumin_Level": 4.306872495, + "Alkaline_Phosphatase_Level": 31.83475023, + "Alanine_Aminotransferase_Level": 10.06697102, + "Aspartate_Aminotransferase_Level": 10.44597711, + "Creatinine_Level": 0.92417264, + "LDH_Level": 211.024642, + "Calcium_Level": 8.784554015, + "Phosphorus_Level": 4.892715412, + "Glucose_Level": 126.9294864, + "Potassium_Level": 3.978040814, + "Sodium_Level": 144.3448803, + "Smoking_Pack_Years": 11.12858585 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.32622404, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.43585743, + "White_Blood_Cell_Count": 8.153772147, + "Platelet_Count": 366.1735076, + "Albumin_Level": 3.140571589, + "Alkaline_Phosphatase_Level": 99.71996553, + "Alanine_Aminotransferase_Level": 39.18379599, + "Aspartate_Aminotransferase_Level": 15.09490981, + "Creatinine_Level": 1.164214292, + "LDH_Level": 217.3620706, + "Calcium_Level": 10.20262903, + "Phosphorus_Level": 4.420822324, + "Glucose_Level": 131.4724582, + "Potassium_Level": 4.943486847, + "Sodium_Level": 142.211564, + "Smoking_Pack_Years": 98.59231643 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.94872351, + "Tumor_Location": 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88.41764764, + "Potassium_Level": 4.172153023, + "Sodium_Level": 144.8158255, + "Smoking_Pack_Years": 29.14273435 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.17546902, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.39594423, + "White_Blood_Cell_Count": 5.649599028, + "Platelet_Count": 344.4381789, + "Albumin_Level": 4.503066421, + "Alkaline_Phosphatase_Level": 83.0369535, + "Alanine_Aminotransferase_Level": 9.502757964, + "Aspartate_Aminotransferase_Level": 15.01704273, + "Creatinine_Level": 0.67946275, + "LDH_Level": 247.7684639, + "Calcium_Level": 10.13918191, + "Phosphorus_Level": 4.885690177, + "Glucose_Level": 75.75715794, + "Potassium_Level": 4.301387426, + "Sodium_Level": 140.4031513, + "Smoking_Pack_Years": 37.4380326 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.95115396, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.54032246, + "White_Blood_Cell_Count": 6.757503056, + "Platelet_Count": 442.4529793, + "Albumin_Level": 4.456189903, + "Alkaline_Phosphatase_Level": 105.1051709, + "Alanine_Aminotransferase_Level": 7.825053999, + "Aspartate_Aminotransferase_Level": 27.58041588, + "Creatinine_Level": 1.327457352, + "LDH_Level": 125.6518034, + "Calcium_Level": 10.05838776, + "Phosphorus_Level": 3.594628144, + "Glucose_Level": 95.36696859, + "Potassium_Level": 4.874940659, + "Sodium_Level": 139.8196478, + "Smoking_Pack_Years": 77.51668117 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.86668302, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.33652172, + "White_Blood_Cell_Count": 9.540212202, + "Platelet_Count": 156.5013378, + "Albumin_Level": 4.60086604, + "Alkaline_Phosphatase_Level": 108.5937353, + "Alanine_Aminotransferase_Level": 10.05213496, + "Aspartate_Aminotransferase_Level": 36.85058391, + "Creatinine_Level": 1.438313725, + "LDH_Level": 215.3361991, + "Calcium_Level": 8.412120568, + "Phosphorus_Level": 4.201465098, + "Glucose_Level": 136.1836282, + "Potassium_Level": 4.913337945, + "Sodium_Level": 143.9310303, + "Smoking_Pack_Years": 16.81560415 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.64743121, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.26305245, + "White_Blood_Cell_Count": 4.465980859, + "Platelet_Count": 346.645735, + "Albumin_Level": 4.230625644, + "Alkaline_Phosphatase_Level": 64.86055949, + "Alanine_Aminotransferase_Level": 15.35282452, + "Aspartate_Aminotransferase_Level": 47.36378737, + "Creatinine_Level": 0.984143003, + "LDH_Level": 192.8499975, + "Calcium_Level": 10.26508998, + "Phosphorus_Level": 3.564899545, + "Glucose_Level": 111.351984, + "Potassium_Level": 3.986763415, + "Sodium_Level": 143.8842402, + "Smoking_Pack_Years": 65.38747457 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.98385273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.40571657, + "White_Blood_Cell_Count": 5.211106295, + "Platelet_Count": 185.7000092, + "Albumin_Level": 4.730061061, + "Alkaline_Phosphatase_Level": 99.24340092, + "Alanine_Aminotransferase_Level": 28.24248509, + "Aspartate_Aminotransferase_Level": 31.33939084, + "Creatinine_Level": 0.866142851, + "LDH_Level": 171.0105736, + "Calcium_Level": 10.1992565, + "Phosphorus_Level": 3.682788503, + "Glucose_Level": 132.6329457, + "Potassium_Level": 4.67615066, + "Sodium_Level": 143.3372193, + "Smoking_Pack_Years": 56.61319042 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.01205792, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.17949856, + "White_Blood_Cell_Count": 6.711945491, + "Platelet_Count": 421.6406599, + "Albumin_Level": 4.594346264, + "Alkaline_Phosphatase_Level": 79.87170865, + "Alanine_Aminotransferase_Level": 6.305542428, + "Aspartate_Aminotransferase_Level": 19.32705292, + "Creatinine_Level": 1.189142395, + "LDH_Level": 145.857766, + "Calcium_Level": 9.735393961, + "Phosphorus_Level": 3.680588954, + "Glucose_Level": 149.4604084, + "Potassium_Level": 4.014777309, + "Sodium_Level": 144.6458332, + "Smoking_Pack_Years": 34.62598527 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.65837521, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.37348622, + "White_Blood_Cell_Count": 9.645456796, + "Platelet_Count": 443.0753256, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.7546198, + "White_Blood_Cell_Count": 6.286718329, + "Platelet_Count": 220.1491337, + "Albumin_Level": 3.435150818, + "Alkaline_Phosphatase_Level": 115.8310965, + "Alanine_Aminotransferase_Level": 28.85566574, + "Aspartate_Aminotransferase_Level": 35.6617635, + "Creatinine_Level": 0.765733767, + "LDH_Level": 208.7511396, + "Calcium_Level": 8.766132131, + "Phosphorus_Level": 4.327143945, + "Glucose_Level": 143.6149291, + "Potassium_Level": 4.444201467, + "Sodium_Level": 144.791219, + "Smoking_Pack_Years": 32.34552598 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.48879585, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.04239835, + "White_Blood_Cell_Count": 4.776794362, + "Platelet_Count": 154.3084168, + "Albumin_Level": 3.543709789, + "Alkaline_Phosphatase_Level": 50.65962048, + "Alanine_Aminotransferase_Level": 22.84057553, + "Aspartate_Aminotransferase_Level": 38.32339053, + "Creatinine_Level": 0.823683751, + "LDH_Level": 225.6340386, + "Calcium_Level": 10.25035023, + "Phosphorus_Level": 4.897710662, + "Glucose_Level": 82.22427594, + "Potassium_Level": 4.341158307, + "Sodium_Level": 137.7875993, + "Smoking_Pack_Years": 7.822086248 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.58637612, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.68048735, + "White_Blood_Cell_Count": 8.309584296, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.78971382, + "White_Blood_Cell_Count": 8.403733427, + "Platelet_Count": 307.2885133, + "Albumin_Level": 3.861359153, + "Alkaline_Phosphatase_Level": 51.58104699, + "Alanine_Aminotransferase_Level": 15.80123647, + "Aspartate_Aminotransferase_Level": 23.92511738, + "Creatinine_Level": 0.796406447, + "LDH_Level": 204.897135, + "Calcium_Level": 10.30626543, + "Phosphorus_Level": 3.07913042, + "Glucose_Level": 94.53264123, + "Potassium_Level": 4.576303905, + "Sodium_Level": 136.338239, + "Smoking_Pack_Years": 39.26740881 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.96921433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.83004169, + "White_Blood_Cell_Count": 7.168443449, + "Platelet_Count": 209.5357914, + "Albumin_Level": 4.350447669, + "Alkaline_Phosphatase_Level": 103.0728831, + "Alanine_Aminotransferase_Level": 26.71310749, + "Aspartate_Aminotransferase_Level": 14.93554245, + "Creatinine_Level": 0.658718038, + "LDH_Level": 135.1314229, + "Calcium_Level": 10.05854853, + "Phosphorus_Level": 3.68743045, + "Glucose_Level": 130.5617412, + "Potassium_Level": 4.98192683, + "Sodium_Level": 136.4320158, + "Smoking_Pack_Years": 77.26891074 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.47933444, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.34616897, + "White_Blood_Cell_Count": 5.495222674, + "Platelet_Count": 266.8507785, + "Albumin_Level": 4.11416305, + "Alkaline_Phosphatase_Level": 105.6605213, + "Alanine_Aminotransferase_Level": 23.25699242, + "Aspartate_Aminotransferase_Level": 25.96276721, + "Creatinine_Level": 0.882413838, + "LDH_Level": 218.0726346, + "Calcium_Level": 9.74945389, + "Phosphorus_Level": 3.131541584, + "Glucose_Level": 126.9227322, + "Potassium_Level": 4.167594502, + "Sodium_Level": 143.1505781, + "Smoking_Pack_Years": 99.82571118 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.72089407, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.31928552, + "White_Blood_Cell_Count": 8.766714342, + "Platelet_Count": 209.4387287, + "Albumin_Level": 4.696714388, + "Alkaline_Phosphatase_Level": 112.1661302, + "Alanine_Aminotransferase_Level": 32.39230673, + "Aspartate_Aminotransferase_Level": 24.88133152, + "Creatinine_Level": 0.593134893, + "LDH_Level": 146.4044112, + "Calcium_Level": 9.870138449, + "Phosphorus_Level": 3.14268671, + "Glucose_Level": 81.79523291, + "Potassium_Level": 4.818268206, + "Sodium_Level": 136.4737651, + "Smoking_Pack_Years": 6.255284785 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.26680314, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 84, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.96518702, + "White_Blood_Cell_Count": 5.255026367, + "Platelet_Count": 332.4837315, + "Albumin_Level": 4.707051368, + "Alkaline_Phosphatase_Level": 50.93521403, + "Alanine_Aminotransferase_Level": 33.13849156, + "Aspartate_Aminotransferase_Level": 42.37985604, + "Creatinine_Level": 1.012078029, + "LDH_Level": 153.9563294, + "Calcium_Level": 8.387203338, + "Phosphorus_Level": 3.945087986, + "Glucose_Level": 80.87453929, + "Potassium_Level": 4.980580268, + "Sodium_Level": 141.2141158, + "Smoking_Pack_Years": 84.33026691 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.49610932, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.64859931, + "White_Blood_Cell_Count": 7.76767859, + "Platelet_Count": 248.0487125, + "Albumin_Level": 3.521122202, + "Alkaline_Phosphatase_Level": 110.0382, + "Alanine_Aminotransferase_Level": 24.37603324, + "Aspartate_Aminotransferase_Level": 43.27277786, + "Creatinine_Level": 0.832665159, + "LDH_Level": 117.5905698, + "Calcium_Level": 10.09527954, + "Phosphorus_Level": 3.129595368, + "Glucose_Level": 100.7801809, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.39685888, + "White_Blood_Cell_Count": 9.682748402, + "Platelet_Count": 317.0102225, + "Albumin_Level": 4.212455735, + "Alkaline_Phosphatase_Level": 89.64755111, + "Alanine_Aminotransferase_Level": 11.7898706, + "Aspartate_Aminotransferase_Level": 38.40278017, + "Creatinine_Level": 0.798347149, + "LDH_Level": 160.3629486, + "Calcium_Level": 8.38592593, + "Phosphorus_Level": 3.195010978, + "Glucose_Level": 103.7992569, + "Potassium_Level": 3.554240396, + "Sodium_Level": 136.0120951, + "Smoking_Pack_Years": 77.05332307 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.19562012, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.39173626, + "White_Blood_Cell_Count": 9.945976234, + "Platelet_Count": 413.9404354, + "Albumin_Level": 3.846720458, + "Alkaline_Phosphatase_Level": 40.75830299, + "Alanine_Aminotransferase_Level": 29.47349259, + "Aspartate_Aminotransferase_Level": 49.46145276, + "Creatinine_Level": 1.384118167, + "LDH_Level": 153.0693339, + "Calcium_Level": 9.392279992, + "Phosphorus_Level": 3.830650434, + "Glucose_Level": 103.1848041, + "Potassium_Level": 3.540015861, + "Sodium_Level": 139.7574172, + "Smoking_Pack_Years": 82.45928072 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.71343488, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + 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"Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.54489879, + "White_Blood_Cell_Count": 9.487478797, + "Platelet_Count": 416.6722613, + "Albumin_Level": 3.81285275, + "Alkaline_Phosphatase_Level": 33.26959628, + "Alanine_Aminotransferase_Level": 35.72682731, + "Aspartate_Aminotransferase_Level": 21.63372702, + "Creatinine_Level": 1.438369451, + "LDH_Level": 123.8989515, + "Calcium_Level": 9.18742456, + "Phosphorus_Level": 3.034757804, + "Glucose_Level": 83.89235565, + "Potassium_Level": 4.9879188, + "Sodium_Level": 144.9476868, + "Smoking_Pack_Years": 63.97586848 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.07480459, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.90540764, + "White_Blood_Cell_Count": 6.208673887, + "Platelet_Count": 234.3034988, + "Albumin_Level": 4.400324555, + "Alkaline_Phosphatase_Level": 95.53468405, + "Alanine_Aminotransferase_Level": 30.54477653, + "Aspartate_Aminotransferase_Level": 44.81702436, + "Creatinine_Level": 1.437695575, + "LDH_Level": 120.9955221, + "Calcium_Level": 8.236981278, + "Phosphorus_Level": 4.806982055, + "Glucose_Level": 97.46799579, + "Potassium_Level": 4.28936391, + "Sodium_Level": 143.2499853, + "Smoking_Pack_Years": 3.194244659 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.09629296, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.51436639, + "White_Blood_Cell_Count": 7.480335133, + "Platelet_Count": 338.0604816, + "Albumin_Level": 4.517834764, + "Alkaline_Phosphatase_Level": 32.05812559, + "Alanine_Aminotransferase_Level": 5.096990268, + "Aspartate_Aminotransferase_Level": 19.86441097, + "Creatinine_Level": 1.150816555, + "LDH_Level": 239.1776098, + "Calcium_Level": 8.318483562, + "Phosphorus_Level": 3.726634816, + "Glucose_Level": 126.2925963, + "Potassium_Level": 3.948453828, + "Sodium_Level": 143.7186741, + "Smoking_Pack_Years": 83.12882529 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.37886192, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.80290538, + "White_Blood_Cell_Count": 4.445359601, + "Platelet_Count": 260.531819, + "Albumin_Level": 4.296205384, + "Alkaline_Phosphatase_Level": 62.27610111, + "Alanine_Aminotransferase_Level": 39.43479647, + "Aspartate_Aminotransferase_Level": 39.80634589, + "Creatinine_Level": 1.195081456, + "LDH_Level": 229.9268006, + "Calcium_Level": 8.056124469, + "Phosphorus_Level": 3.184732131, + "Glucose_Level": 88.25416616, + "Potassium_Level": 4.181046021, + "Sodium_Level": 138.1408596, + "Smoking_Pack_Years": 8.503541591 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.85608562, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.78377019, + "White_Blood_Cell_Count": 8.123096173, + "Platelet_Count": 295.6942789, + "Albumin_Level": 3.672145244, + "Alkaline_Phosphatase_Level": 34.96436475, + "Alanine_Aminotransferase_Level": 16.63025553, + "Aspartate_Aminotransferase_Level": 48.01069244, + "Creatinine_Level": 0.945423292, + "LDH_Level": 159.0257433, + "Calcium_Level": 8.358707564, + "Phosphorus_Level": 4.647858077, + "Glucose_Level": 81.83453496, + "Potassium_Level": 4.47157309, + "Sodium_Level": 139.1030157, + "Smoking_Pack_Years": 81.06485196 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.77586567, + "White_Blood_Cell_Count": 6.13992414, + "Platelet_Count": 278.3997756, + "Albumin_Level": 4.833147276, + "Alkaline_Phosphatase_Level": 92.92075566, + "Alanine_Aminotransferase_Level": 36.80717517, + "Aspartate_Aminotransferase_Level": 44.63437366, + "Creatinine_Level": 1.001754196, + "LDH_Level": 245.7579249, + "Calcium_Level": 9.391624065, + "Phosphorus_Level": 3.196650509, + "Glucose_Level": 94.04698248, + "Potassium_Level": 3.859794055, + "Sodium_Level": 137.81166, + "Smoking_Pack_Years": 19.17660877 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Tumor_Size_mm": 34.76724301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.77987062, + "White_Blood_Cell_Count": 6.403753683, + "Platelet_Count": 275.4149234, + "Albumin_Level": 4.474422772, + "Alkaline_Phosphatase_Level": 85.89188322, + "Alanine_Aminotransferase_Level": 27.48918621, + "Aspartate_Aminotransferase_Level": 20.78301714, + "Creatinine_Level": 0.691251519, + "LDH_Level": 243.0934048, + "Calcium_Level": 9.590939418, + "Phosphorus_Level": 2.761187867, + "Glucose_Level": 118.1795589, + "Potassium_Level": 4.920444698, + "Sodium_Level": 143.2583376, + "Smoking_Pack_Years": 88.64457842 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.57764481, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.87582267, + "White_Blood_Cell_Count": 6.578889057, + "Platelet_Count": 435.5868574, + "Albumin_Level": 4.80696759, + "Alkaline_Phosphatase_Level": 90.46982836, + "Alanine_Aminotransferase_Level": 29.23949128, + "Aspartate_Aminotransferase_Level": 34.39941024, + "Creatinine_Level": 0.688193152, + "LDH_Level": 194.7370381, + "Calcium_Level": 9.985274347, + "Phosphorus_Level": 2.763498077, + "Glucose_Level": 148.531327, + "Potassium_Level": 3.858894674, + "Sodium_Level": 144.3367619, + "Smoking_Pack_Years": 64.97489231 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.99810393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Tumor_Size_mm": 63.29467114, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.97535846, + "White_Blood_Cell_Count": 3.757566381, + "Platelet_Count": 174.6580101, + "Albumin_Level": 3.444616901, + "Alkaline_Phosphatase_Level": 105.8798355, + "Alanine_Aminotransferase_Level": 30.94032245, + "Aspartate_Aminotransferase_Level": 37.42426377, + "Creatinine_Level": 1.026132572, + "LDH_Level": 248.1042562, + "Calcium_Level": 9.401858766, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.98812994, + "White_Blood_Cell_Count": 9.361896236, + "Platelet_Count": 193.70234, + "Albumin_Level": 4.709866196, + "Alkaline_Phosphatase_Level": 114.4639269, + "Alanine_Aminotransferase_Level": 25.69853152, + "Aspartate_Aminotransferase_Level": 18.57575993, + "Creatinine_Level": 1.264994559, + "LDH_Level": 133.3828314, + "Calcium_Level": 9.537235011, + "Phosphorus_Level": 4.428414245, + "Glucose_Level": 87.44060012, + "Potassium_Level": 4.333337782, + "Sodium_Level": 135.4602108, + "Smoking_Pack_Years": 49.61236081 + }, + { + "Age": 42, + "Gender": 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"LDH_Level": 198.3188828, + "Calcium_Level": 8.336200021, + "Phosphorus_Level": 3.996748772, + "Glucose_Level": 111.3486848, + "Potassium_Level": 4.320786975, + "Sodium_Level": 141.599569, + "Smoking_Pack_Years": 27.50876459 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.75577576, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.54042113, + "White_Blood_Cell_Count": 4.597061785, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.25408211, + "White_Blood_Cell_Count": 9.688488275, + "Platelet_Count": 303.4716731, + "Albumin_Level": 3.895633426, + "Alkaline_Phosphatase_Level": 111.3583492, + "Alanine_Aminotransferase_Level": 34.92088922, + "Aspartate_Aminotransferase_Level": 35.22468908, + "Creatinine_Level": 0.871092268, + "LDH_Level": 147.739204, + "Calcium_Level": 9.590189932, + "Phosphorus_Level": 4.762523082, + "Glucose_Level": 104.0568184, + "Potassium_Level": 3.508445373, + "Sodium_Level": 138.8462618, + "Smoking_Pack_Years": 48.7329158 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.44720072, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.66768768, + "White_Blood_Cell_Count": 9.878166091, + "Platelet_Count": 311.1760351, + "Albumin_Level": 3.937344011, + "Alkaline_Phosphatase_Level": 33.87929208, + "Alanine_Aminotransferase_Level": 31.67786399, + "Aspartate_Aminotransferase_Level": 41.37825391, + "Creatinine_Level": 1.470187499, + "LDH_Level": 140.3961049, + "Calcium_Level": 9.205213897, + "Phosphorus_Level": 3.756194029, + "Glucose_Level": 101.8536083, + "Potassium_Level": 4.089479698, + "Sodium_Level": 136.0099973, + "Smoking_Pack_Years": 63.58191971 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.01295714, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.4083877, + "White_Blood_Cell_Count": 7.656628918, + "Platelet_Count": 409.0778636, + "Albumin_Level": 3.600365842, + "Alkaline_Phosphatase_Level": 66.93167701, + "Alanine_Aminotransferase_Level": 25.40816739, + "Aspartate_Aminotransferase_Level": 26.95705694, + "Creatinine_Level": 0.783067013, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.34459978, + "White_Blood_Cell_Count": 9.294669898, + "Platelet_Count": 396.1167053, + "Albumin_Level": 3.372940011, + "Alkaline_Phosphatase_Level": 87.77290895, + "Alanine_Aminotransferase_Level": 19.65191549, + "Aspartate_Aminotransferase_Level": 18.6256072, + "Creatinine_Level": 1.435498011, + "LDH_Level": 142.1642401, + "Calcium_Level": 8.941830057, + "Phosphorus_Level": 3.171161096, + "Glucose_Level": 144.503252, + "Potassium_Level": 3.873331411, + "Sodium_Level": 143.8336046, + "Smoking_Pack_Years": 40.9052291 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.64921914, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.61908777, + "White_Blood_Cell_Count": 6.326092652, + "Platelet_Count": 266.5413811, + "Albumin_Level": 3.477498089, + "Alkaline_Phosphatase_Level": 111.6445474, + "Alanine_Aminotransferase_Level": 18.5938639, + "Aspartate_Aminotransferase_Level": 30.14687915, + "Creatinine_Level": 0.628868404, + "LDH_Level": 152.5210171, + "Calcium_Level": 8.079963184, + "Phosphorus_Level": 3.288016597, + "Glucose_Level": 134.91013, + "Potassium_Level": 4.089136643, + "Sodium_Level": 140.2255649, + "Smoking_Pack_Years": 98.74699981 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.08264879, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.87143423, + "White_Blood_Cell_Count": 8.934668127, + "Platelet_Count": 319.5199226, + "Albumin_Level": 3.486112855, + "Alkaline_Phosphatase_Level": 46.35327555, + "Alanine_Aminotransferase_Level": 22.47912411, + "Aspartate_Aminotransferase_Level": 10.0224149, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.33717013, + "White_Blood_Cell_Count": 4.741527335, + "Platelet_Count": 275.351112, + "Albumin_Level": 4.256890216, + "Alkaline_Phosphatase_Level": 79.03352733, + "Alanine_Aminotransferase_Level": 9.834941023, + "Aspartate_Aminotransferase_Level": 19.99525992, + "Creatinine_Level": 1.223710957, + "LDH_Level": 199.8247198, + "Calcium_Level": 8.696715467, + "Phosphorus_Level": 2.571744606, + "Glucose_Level": 140.3900024, + "Potassium_Level": 4.226425151, + "Sodium_Level": 140.3336888, + "Smoking_Pack_Years": 69.28070878 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.1640986, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.59649911, + "White_Blood_Cell_Count": 4.307566747, + "Platelet_Count": 422.0011221, + "Albumin_Level": 3.192884342, + "Alkaline_Phosphatase_Level": 54.34690718, + "Alanine_Aminotransferase_Level": 9.329729551, + "Aspartate_Aminotransferase_Level": 25.64045768, + "Creatinine_Level": 1.369867208, + "LDH_Level": 172.6748829, + "Calcium_Level": 10.28864103, + "Phosphorus_Level": 3.486456805, + "Glucose_Level": 94.38537378, + "Potassium_Level": 3.824631935, + "Sodium_Level": 137.643082, + "Smoking_Pack_Years": 6.166298176 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.33905828, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 0.939944598 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.88796513, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.94516632, + "White_Blood_Cell_Count": 5.641407921, + "Platelet_Count": 359.1592536, + "Albumin_Level": 4.721428266, + "Alkaline_Phosphatase_Level": 87.87797119, + "Alanine_Aminotransferase_Level": 25.68256483, + "Aspartate_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.11208457, + "White_Blood_Cell_Count": 8.393588261, + "Platelet_Count": 420.1267575, + "Albumin_Level": 3.926810224, + "Alkaline_Phosphatase_Level": 85.94533542, + "Alanine_Aminotransferase_Level": 32.5290094, + "Aspartate_Aminotransferase_Level": 15.04557726, + "Creatinine_Level": 1.061214206, + "LDH_Level": 144.8197179, + "Calcium_Level": 9.456170587, + "Phosphorus_Level": 4.728054697, + "Glucose_Level": 92.55760652, + "Potassium_Level": 4.369096874, + "Sodium_Level": 142.8718666, + "Smoking_Pack_Years": 72.3944133 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.63827269, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.82371461, + "White_Blood_Cell_Count": 9.378640337, + "Platelet_Count": 381.4977841, + "Albumin_Level": 3.212490744, + "Alkaline_Phosphatase_Level": 75.41526215, + "Alanine_Aminotransferase_Level": 28.83084347, + "Aspartate_Aminotransferase_Level": 16.47649738, + "Creatinine_Level": 1.284296679, + "LDH_Level": 163.3334548, + "Calcium_Level": 8.339492133, + "Phosphorus_Level": 3.259876486, + "Glucose_Level": 83.53607816, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 7.404734101, + "Aspartate_Aminotransferase_Level": 13.88019936, + "Creatinine_Level": 1.458538425, + "LDH_Level": 137.4157107, + "Calcium_Level": 8.216081858, + "Phosphorus_Level": 4.17398609, + "Glucose_Level": 101.0132163, + "Potassium_Level": 4.037283465, + "Sodium_Level": 135.9940954, + "Smoking_Pack_Years": 9.865075811 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.89934765, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.38722361, + "White_Blood_Cell_Count": 9.19674529, + "Platelet_Count": 291.0165281, + "Albumin_Level": 4.544777499, + "Alkaline_Phosphatase_Level": 45.17796203, + "Alanine_Aminotransferase_Level": 10.56694576, + "Aspartate_Aminotransferase_Level": 28.27510796, + "Creatinine_Level": 1.377507128, + "LDH_Level": 175.4634528, + "Calcium_Level": 8.188790359, + "Phosphorus_Level": 4.553691639, + "Glucose_Level": 123.1826886, + "Potassium_Level": 4.53124696, + "Sodium_Level": 140.1233936, + "Smoking_Pack_Years": 86.28497348 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.78364019, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.86957996, + "White_Blood_Cell_Count": 7.373556967, + "Platelet_Count": 349.3616782, + "Albumin_Level": 3.634193477, + "Alkaline_Phosphatase_Level": 48.02304996, + "Alanine_Aminotransferase_Level": 13.33104995, + "Aspartate_Aminotransferase_Level": 25.22575057, + "Creatinine_Level": 1.464556584, + "LDH_Level": 211.2208981, + "Calcium_Level": 8.528729568, + "Phosphorus_Level": 4.638001459, + "Glucose_Level": 111.8147603, + "Potassium_Level": 3.656316826, + "Sodium_Level": 139.0028556, + "Smoking_Pack_Years": 93.26950177 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.860438, + "Tumor_Location": 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"Tumor_Size_mm": 56.036829, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.20171456, + "White_Blood_Cell_Count": 6.670779209, + "Platelet_Count": 399.0815791, + "Albumin_Level": 3.465437892, + "Alkaline_Phosphatase_Level": 88.64650223, + "Alanine_Aminotransferase_Level": 27.12212001, + "Aspartate_Aminotransferase_Level": 24.89122821, + "Creatinine_Level": 0.97053578, + "LDH_Level": 185.7487808, + "Calcium_Level": 9.656799934, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.64788161, + "White_Blood_Cell_Count": 9.362217243, + "Platelet_Count": 262.2877924, + "Albumin_Level": 3.754269444, + "Alkaline_Phosphatase_Level": 52.92728348, + "Alanine_Aminotransferase_Level": 20.43691517, + "Aspartate_Aminotransferase_Level": 22.46003368, + "Creatinine_Level": 0.508008012, + "LDH_Level": 194.9204451, + "Calcium_Level": 9.544191674, + "Phosphorus_Level": 2.915756856, + "Glucose_Level": 74.12013598, + "Potassium_Level": 3.77364672, + "Sodium_Level": 137.6450757, + "Smoking_Pack_Years": 37.4243561 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.4653096, + "White_Blood_Cell_Count": 8.29170197, + "Platelet_Count": 365.8867144, + "Albumin_Level": 3.190013679, + "Alkaline_Phosphatase_Level": 75.10166148, + "Alanine_Aminotransferase_Level": 16.62796817, + "Aspartate_Aminotransferase_Level": 34.72662844, + "Creatinine_Level": 0.999688267, + "LDH_Level": 120.8152626, + "Calcium_Level": 9.688976298, + "Phosphorus_Level": 4.375569006, + "Glucose_Level": 94.3050572, + "Potassium_Level": 4.238985628, + "Sodium_Level": 136.5423737, + "Smoking_Pack_Years": 59.72201804 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.29828247, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.18950691, + "White_Blood_Cell_Count": 9.850066765, + "Platelet_Count": 364.2458814, + "Albumin_Level": 3.61786408, + "Alkaline_Phosphatase_Level": 119.5240704, + "Alanine_Aminotransferase_Level": 27.59495964, + "Aspartate_Aminotransferase_Level": 27.67025274, + "Creatinine_Level": 0.705156725, + "LDH_Level": 184.0250982, + "Calcium_Level": 8.054149396, + "Phosphorus_Level": 2.710380949, + "Glucose_Level": 148.3723298, + "Potassium_Level": 4.51403863, + "Sodium_Level": 141.674772, + "Smoking_Pack_Years": 83.96521333 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.82096726, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.58702304, + "White_Blood_Cell_Count": 7.390901078, + "Platelet_Count": 408.2169309, + "Albumin_Level": 3.869553353, + "Alkaline_Phosphatase_Level": 100.3069721, + "Alanine_Aminotransferase_Level": 25.93695259, + "Aspartate_Aminotransferase_Level": 28.44937909, + "Creatinine_Level": 0.551476613, + "LDH_Level": 126.7956625, + "Calcium_Level": 10.31380961, + "Phosphorus_Level": 4.269581303, + "Glucose_Level": 72.51816431, + "Potassium_Level": 4.513519655, + "Sodium_Level": 144.4773332, + "Smoking_Pack_Years": 1.245747017 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.11399829, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.45624043, + "White_Blood_Cell_Count": 7.359814672, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.23877917, + "White_Blood_Cell_Count": 4.581854418, + "Platelet_Count": 197.7269349, + "Albumin_Level": 4.301247386, + "Alkaline_Phosphatase_Level": 36.76377324, + "Alanine_Aminotransferase_Level": 37.28136112, + "Aspartate_Aminotransferase_Level": 11.55773408, + "Creatinine_Level": 1.287187742, + "LDH_Level": 155.3201206, + "Calcium_Level": 8.613568162, + "Phosphorus_Level": 3.460470566, + "Glucose_Level": 98.96482901, + "Potassium_Level": 3.649970802, + "Sodium_Level": 141.8150338, + "Smoking_Pack_Years": 86.56569037 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.81905951, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.37892268, + "White_Blood_Cell_Count": 6.51913866, + "Platelet_Count": 417.4296828, + "Albumin_Level": 3.421375134, + "Alkaline_Phosphatase_Level": 42.76432435, + "Alanine_Aminotransferase_Level": 22.08312906, + "Aspartate_Aminotransferase_Level": 42.80781958, + "Creatinine_Level": 0.56941309, + "LDH_Level": 169.2335341, + "Calcium_Level": 8.782909593, + "Phosphorus_Level": 4.475977567, + "Glucose_Level": 119.9554287, + "Potassium_Level": 4.814137237, + "Sodium_Level": 139.3819583, + "Smoking_Pack_Years": 95.00204173 + }, + { + "Age": 48, + "Gender": "Female", 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104.5704748, + "Calcium_Level": 8.614797496, + "Phosphorus_Level": 4.952089782, + "Glucose_Level": 80.33106312, + "Potassium_Level": 4.328687653, + "Sodium_Level": 139.7036408, + "Smoking_Pack_Years": 72.04535675 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.23476581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.95248229, + "White_Blood_Cell_Count": 9.475719659, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.40414575, + "White_Blood_Cell_Count": 7.119896463, + "Platelet_Count": 213.8854333, + "Albumin_Level": 4.222220859, + "Alkaline_Phosphatase_Level": 77.47065185, + "Alanine_Aminotransferase_Level": 34.06262367, + "Aspartate_Aminotransferase_Level": 33.83527254, + "Creatinine_Level": 1.152111393, + "LDH_Level": 227.084016, + "Calcium_Level": 9.258011012, + "Phosphorus_Level": 4.507739761, + "Glucose_Level": 126.4888799, + "Potassium_Level": 4.745689569, + "Sodium_Level": 138.2884735, + "Smoking_Pack_Years": 72.34102809 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.04707766, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.15738986, + "White_Blood_Cell_Count": 3.847645684, + "Platelet_Count": 171.2050894, + "Albumin_Level": 4.247241001, + "Alkaline_Phosphatase_Level": 102.4246583, + "Alanine_Aminotransferase_Level": 33.44552513, + "Aspartate_Aminotransferase_Level": 30.92747155, + "Creatinine_Level": 0.972988268, + "LDH_Level": 198.9722646, + "Calcium_Level": 8.867242361, + "Phosphorus_Level": 4.570190047, + "Glucose_Level": 89.56371233, + "Potassium_Level": 4.65202088, + "Sodium_Level": 136.0663137, + "Smoking_Pack_Years": 80.13973784 + }, + { + "Age": 36, + "Gender": 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181.6164652, + "Calcium_Level": 9.963443272, + "Phosphorus_Level": 2.932620407, + "Glucose_Level": 114.6226437, + "Potassium_Level": 4.835287586, + "Sodium_Level": 142.0541847, + "Smoking_Pack_Years": 61.31802055 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.18741644, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.02014997, + "White_Blood_Cell_Count": 8.569624187, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.56197566, + "White_Blood_Cell_Count": 5.323700556, + "Platelet_Count": 306.821149, + "Albumin_Level": 4.277852717, + "Alkaline_Phosphatase_Level": 52.94266781, + "Alanine_Aminotransferase_Level": 11.85273245, + "Aspartate_Aminotransferase_Level": 49.17145342, + "Creatinine_Level": 1.351530763, + "LDH_Level": 154.7190786, + "Calcium_Level": 8.26034003, + "Phosphorus_Level": 3.048502249, + "Glucose_Level": 101.7349685, + "Potassium_Level": 4.839843195, + "Sodium_Level": 144.739972, + "Smoking_Pack_Years": 44.22509081 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.64197107, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.0194691, + "White_Blood_Cell_Count": 9.619507313, + "Platelet_Count": 155.5402482, + "Albumin_Level": 4.561628182, + "Alkaline_Phosphatase_Level": 112.9408103, + "Alanine_Aminotransferase_Level": 19.66958063, + "Aspartate_Aminotransferase_Level": 39.97599309, + "Creatinine_Level": 0.644179853, + "LDH_Level": 118.2575836, + "Calcium_Level": 8.262145473, + "Phosphorus_Level": 4.991692814, + "Glucose_Level": 94.81326892, + "Potassium_Level": 3.998024761, + "Sodium_Level": 141.7162749, + "Smoking_Pack_Years": 9.03844031 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.45846631, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.62782806, + "White_Blood_Cell_Count": 6.882888318, + "Platelet_Count": 323.6952317, + "Albumin_Level": 4.793221485, + "Alkaline_Phosphatase_Level": 62.09595906, + "Alanine_Aminotransferase_Level": 28.17810083, + "Aspartate_Aminotransferase_Level": 22.09291475, + "Creatinine_Level": 1.297612784, + "LDH_Level": 100.0225776, + "Calcium_Level": 10.01273868, + "Phosphorus_Level": 4.899291496, + "Glucose_Level": 106.428334, + "Potassium_Level": 4.089780749, + "Sodium_Level": 143.083297, + "Smoking_Pack_Years": 46.08290566 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.6586495, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.00465304, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.88159162, + "White_Blood_Cell_Count": 3.664100086, + "Platelet_Count": 238.685495, + "Albumin_Level": 4.811064667, + "Alkaline_Phosphatase_Level": 61.79599251, + "Alanine_Aminotransferase_Level": 37.65162246, + "Aspartate_Aminotransferase_Level": 37.26217108, + "Creatinine_Level": 0.567211227, + "LDH_Level": 154.6658516, + "Calcium_Level": 9.359541628, + "Phosphorus_Level": 4.505367046, + "Glucose_Level": 94.13431475, + "Potassium_Level": 4.689188843, + "Sodium_Level": 135.8486589, + "Smoking_Pack_Years": 64.18384669 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.25128434, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.64053303, + "White_Blood_Cell_Count": 9.432221365, + "Platelet_Count": 321.5218933, + "Albumin_Level": 3.350763253, + "Alkaline_Phosphatase_Level": 89.79825257, + "Alanine_Aminotransferase_Level": 38.24594509, + "Aspartate_Aminotransferase_Level": 22.23483911, + "Creatinine_Level": 1.369843744, + "LDH_Level": 225.0685442, + "Calcium_Level": 10.33355811, + "Phosphorus_Level": 3.899319584, + "Glucose_Level": 75.99318699, + "Potassium_Level": 4.059623589, + "Sodium_Level": 136.1341313, + "Smoking_Pack_Years": 75.70290877 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.36008016, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.54775195, + "White_Blood_Cell_Count": 9.434052856, + "Platelet_Count": 161.819273, + "Albumin_Level": 3.330528805, + "Alkaline_Phosphatase_Level": 76.57964602, + "Alanine_Aminotransferase_Level": 15.63719024, + "Aspartate_Aminotransferase_Level": 22.068865, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.10232433, + "White_Blood_Cell_Count": 8.447190405, + "Platelet_Count": 412.1286663, + "Albumin_Level": 4.470180254, + "Alkaline_Phosphatase_Level": 46.23696448, + "Alanine_Aminotransferase_Level": 38.2685821, + "Aspartate_Aminotransferase_Level": 27.45389099, + "Creatinine_Level": 0.793477527, + "LDH_Level": 230.9708931, + "Calcium_Level": 8.938906712, + "Phosphorus_Level": 4.63827642, + "Glucose_Level": 118.1728791, + "Potassium_Level": 4.596511289, + "Sodium_Level": 140.3857667, + "Smoking_Pack_Years": 11.13334 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.36602147, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 35, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.18242685, + "White_Blood_Cell_Count": 8.819712449, + "Platelet_Count": 287.1744648, + "Albumin_Level": 3.801460581, + "Alkaline_Phosphatase_Level": 106.3965126, + "Alanine_Aminotransferase_Level": 13.45708973, + "Aspartate_Aminotransferase_Level": 33.71176668, + "Creatinine_Level": 1.426984717, + "LDH_Level": 220.3160642, + "Calcium_Level": 10.07696093, + "Phosphorus_Level": 3.766789583, + "Glucose_Level": 130.3956373, + "Potassium_Level": 4.147027506, + "Sodium_Level": 136.8569972, + "Smoking_Pack_Years": 94.60238958 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.4905794, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.64440947, + "White_Blood_Cell_Count": 3.613723426, + "Platelet_Count": 271.2266089, + "Albumin_Level": 4.813440606, + "Alkaline_Phosphatase_Level": 93.76390023, + "Alanine_Aminotransferase_Level": 19.22304868, + "Aspartate_Aminotransferase_Level": 12.29364925, + "Creatinine_Level": 1.347931885, + "LDH_Level": 149.8995748, + "Calcium_Level": 8.109720582, + "Phosphorus_Level": 4.425556183, + "Glucose_Level": 72.32515186, + "Potassium_Level": 4.988254482, + "Sodium_Level": 135.3901026, + "Smoking_Pack_Years": 42.33396421 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.41472518, + "White_Blood_Cell_Count": 5.62485191, + "Platelet_Count": 262.8374289, + "Albumin_Level": 3.732824626, + "Alkaline_Phosphatase_Level": 118.5236782, + "Alanine_Aminotransferase_Level": 36.13793395, + "Aspartate_Aminotransferase_Level": 41.67454199, + "Creatinine_Level": 0.514432176, + "LDH_Level": 156.2476727, + "Calcium_Level": 9.693601257, + "Phosphorus_Level": 3.829961537, + "Glucose_Level": 144.5237666, + "Potassium_Level": 3.844943296, + "Sodium_Level": 138.0497754, + "Smoking_Pack_Years": 39.95253649 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.30269059, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.71264427, + "White_Blood_Cell_Count": 6.664813279, + "Platelet_Count": 241.4449452, + "Albumin_Level": 3.356164247, + "Alkaline_Phosphatase_Level": 79.2034352, + "Alanine_Aminotransferase_Level": 21.03540264, + "Aspartate_Aminotransferase_Level": 30.00250412, + "Creatinine_Level": 1.161911327, + "LDH_Level": 115.3515175, + "Calcium_Level": 9.384833398, + "Phosphorus_Level": 3.129982245, + "Glucose_Level": 106.3864421, + "Potassium_Level": 4.194360512, + "Sodium_Level": 142.1628648, + "Smoking_Pack_Years": 91.10542507 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.92188564, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.37942237, + "White_Blood_Cell_Count": 4.05241589, + "Platelet_Count": 182.6161388, + "Albumin_Level": 4.252065649, + "Alkaline_Phosphatase_Level": 77.96433244, + "Alanine_Aminotransferase_Level": 27.59871828, + "Aspartate_Aminotransferase_Level": 28.54653492, + "Creatinine_Level": 1.44072529, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.43287502, + "White_Blood_Cell_Count": 6.868383393, + "Platelet_Count": 336.5751947, + "Albumin_Level": 3.002837781, + "Alkaline_Phosphatase_Level": 108.2573648, + "Alanine_Aminotransferase_Level": 23.41913279, + "Aspartate_Aminotransferase_Level": 43.54337348, + "Creatinine_Level": 1.101563525, + "LDH_Level": 227.2760882, + "Calcium_Level": 8.837717262, + "Phosphorus_Level": 4.827225095, + "Glucose_Level": 105.7962706, + "Potassium_Level": 4.506816517, + "Sodium_Level": 141.6464409, + "Smoking_Pack_Years": 67.35362738 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.30947558, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.8535195, + "White_Blood_Cell_Count": 9.521220374, + "Platelet_Count": 259.6697418, + "Albumin_Level": 4.740337066, + "Alkaline_Phosphatase_Level": 84.54741002, + "Alanine_Aminotransferase_Level": 21.30028469, + "Aspartate_Aminotransferase_Level": 11.42058687, + "Creatinine_Level": 0.585596094, + "LDH_Level": 209.0492542, + "Calcium_Level": 9.163728374, + "Phosphorus_Level": 2.629948749, + "Glucose_Level": 77.79872907, + "Potassium_Level": 3.523317083, + "Sodium_Level": 144.954103, + "Smoking_Pack_Years": 38.12395981 + }, + { + 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141.6459468, + "Smoking_Pack_Years": 82.7978921 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.40012774, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.43062703, + "White_Blood_Cell_Count": 9.56164317, + "Platelet_Count": 252.6170078, + "Albumin_Level": 3.241793055, + "Alkaline_Phosphatase_Level": 53.61304111, + "Alanine_Aminotransferase_Level": 29.16913776, + "Aspartate_Aminotransferase_Level": 46.2822175, + "Creatinine_Level": 0.938975995, + "LDH_Level": 242.6427195, + "Calcium_Level": 8.765628108, + "Phosphorus_Level": 3.27859887, + "Glucose_Level": 71.33627691, + "Potassium_Level": 4.555778007, + "Sodium_Level": 140.3849728, + "Smoking_Pack_Years": 7.848401836 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.90255153, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.10491217, + "White_Blood_Cell_Count": 6.20821414, + "Platelet_Count": 199.2076737, + "Albumin_Level": 4.595331146, + "Alkaline_Phosphatase_Level": 98.59816549, + "Alanine_Aminotransferase_Level": 35.02591024, + "Aspartate_Aminotransferase_Level": 27.74594581, + "Creatinine_Level": 0.928397401, + "LDH_Level": 202.6142449, + "Calcium_Level": 9.037087996, + "Phosphorus_Level": 3.952913302, + "Glucose_Level": 126.4743885, + "Potassium_Level": 4.29282163, + "Sodium_Level": 140.2267131, + "Smoking_Pack_Years": 41.03547511 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.25003855, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.18908876, + "White_Blood_Cell_Count": 8.039879712, + "Platelet_Count": 195.9958438, + "Albumin_Level": 3.961148843, + "Alkaline_Phosphatase_Level": 31.99550037, + "Alanine_Aminotransferase_Level": 6.609560952, + "Aspartate_Aminotransferase_Level": 15.39443776, + "Creatinine_Level": 0.802317152, + "LDH_Level": 176.6254077, + "Calcium_Level": 8.916624122, + "Phosphorus_Level": 2.58356965, + "Glucose_Level": 135.9899867, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.0146826, + "White_Blood_Cell_Count": 9.571693263, + "Platelet_Count": 303.4323542, + "Albumin_Level": 3.903820552, + "Alkaline_Phosphatase_Level": 84.46214244, + "Alanine_Aminotransferase_Level": 11.42290042, + "Aspartate_Aminotransferase_Level": 10.33807173, + "Creatinine_Level": 1.268718873, + "LDH_Level": 112.4023477, + "Calcium_Level": 8.869745968, + "Phosphorus_Level": 3.444193991, + "Glucose_Level": 72.81355751, + "Potassium_Level": 4.891096687, + "Sodium_Level": 135.4158228, + "Smoking_Pack_Years": 37.02810225 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.79127188, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 74.91958947, + "Alanine_Aminotransferase_Level": 25.84562165, + "Aspartate_Aminotransferase_Level": 46.19224018, + "Creatinine_Level": 1.355390029, + "LDH_Level": 156.1043868, + "Calcium_Level": 8.97429537, + "Phosphorus_Level": 4.367637056, + "Glucose_Level": 88.28564925, + "Potassium_Level": 3.913350788, + "Sodium_Level": 140.1674954, + "Smoking_Pack_Years": 51.49522258 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.19819997, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.15784519, + "White_Blood_Cell_Count": 9.885303667, + "Platelet_Count": 295.4694405, + "Albumin_Level": 3.037880761, + "Alkaline_Phosphatase_Level": 55.84971625, + "Alanine_Aminotransferase_Level": 21.60239814, + "Aspartate_Aminotransferase_Level": 45.69915155, + "Creatinine_Level": 0.854313669, + "LDH_Level": 149.3450733, + "Calcium_Level": 8.3925242, + "Phosphorus_Level": 4.192418927, + "Glucose_Level": 117.9570966, + "Potassium_Level": 4.360112931, + "Sodium_Level": 144.875942, + "Smoking_Pack_Years": 39.95853407 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.78597684, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.21031302, + "White_Blood_Cell_Count": 8.315754129, + "Platelet_Count": 448.7851223, + "Albumin_Level": 4.035067021, + "Alkaline_Phosphatase_Level": 47.28842863, + "Alanine_Aminotransferase_Level": 36.55519841, + "Aspartate_Aminotransferase_Level": 17.47488433, + "Creatinine_Level": 0.861645317, + "LDH_Level": 229.982052, + "Calcium_Level": 8.892729085, + "Phosphorus_Level": 2.726345691, + "Glucose_Level": 111.8678761, + "Potassium_Level": 4.741640853, + "Sodium_Level": 135.1711568, + "Smoking_Pack_Years": 68.37451688 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.37782521, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.66363342, + "White_Blood_Cell_Count": 8.289822003, + "Platelet_Count": 439.3481844, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.8613093, + "White_Blood_Cell_Count": 8.276629715, + "Platelet_Count": 390.0771662, + "Albumin_Level": 3.319214414, + "Alkaline_Phosphatase_Level": 116.1332901, + "Alanine_Aminotransferase_Level": 24.94478486, + "Aspartate_Aminotransferase_Level": 27.14361301, + "Creatinine_Level": 0.936923161, + "LDH_Level": 235.5265864, + "Calcium_Level": 10.48095785, + "Phosphorus_Level": 3.323605597, + "Glucose_Level": 77.79978661, + "Potassium_Level": 4.268895978, + "Sodium_Level": 137.9147739, + "Smoking_Pack_Years": 50.92436279 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.01817143, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.27320704, + "White_Blood_Cell_Count": 7.823896263, + "Platelet_Count": 351.4257099, + "Albumin_Level": 4.134623453, + "Alkaline_Phosphatase_Level": 111.0360414, + "Alanine_Aminotransferase_Level": 18.96816781, + "Aspartate_Aminotransferase_Level": 43.28276553, + "Creatinine_Level": 1.227284249, + "LDH_Level": 175.8208764, + "Calcium_Level": 9.87320875, + "Phosphorus_Level": 3.880107449, + "Glucose_Level": 74.9495045, + "Potassium_Level": 3.693406906, + "Sodium_Level": 144.3376978, + "Smoking_Pack_Years": 6.408339328 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.04808852, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.3599854, + "White_Blood_Cell_Count": 7.614198369, + "Platelet_Count": 221.67748, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.11766947, + "White_Blood_Cell_Count": 8.783741989, + "Platelet_Count": 343.8747172, + "Albumin_Level": 3.646831229, + "Alkaline_Phosphatase_Level": 88.8881169, + "Alanine_Aminotransferase_Level": 27.86691174, + "Aspartate_Aminotransferase_Level": 46.23939791, + "Creatinine_Level": 1.411773706, + "LDH_Level": 122.6257061, + "Calcium_Level": 10.43006359, + "Phosphorus_Level": 3.326137236, + "Glucose_Level": 99.69305728, + "Potassium_Level": 4.69636656, + "Sodium_Level": 136.4791612, + "Smoking_Pack_Years": 72.02031271 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.95482011, + "White_Blood_Cell_Count": 4.594108926, + "Platelet_Count": 179.4310821, + "Albumin_Level": 3.888123389, + "Alkaline_Phosphatase_Level": 79.89732601, + "Alanine_Aminotransferase_Level": 10.35388095, + "Aspartate_Aminotransferase_Level": 13.86443192, + "Creatinine_Level": 1.049895511, + "LDH_Level": 167.3821621, + "Calcium_Level": 8.988837938, + "Phosphorus_Level": 2.757479015, + "Glucose_Level": 123.4263755, + "Potassium_Level": 4.360379768, + "Sodium_Level": 136.5887638, + "Smoking_Pack_Years": 60.65095728 + }, + { + "Age": 62, + "Gender": 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129.3009721, + "Calcium_Level": 9.964386256, + "Phosphorus_Level": 4.117208849, + "Glucose_Level": 138.5960296, + "Potassium_Level": 3.682157393, + "Sodium_Level": 143.7082587, + "Smoking_Pack_Years": 34.01554598 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.35694846, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.32008919, + "White_Blood_Cell_Count": 8.765645113, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.57993402, + "White_Blood_Cell_Count": 4.08752475, + "Platelet_Count": 212.257977, + "Albumin_Level": 3.095933139, + "Alkaline_Phosphatase_Level": 64.06449764, + "Alanine_Aminotransferase_Level": 35.98020252, + "Aspartate_Aminotransferase_Level": 27.05345115, + "Creatinine_Level": 0.766590513, + "LDH_Level": 170.4072021, + "Calcium_Level": 9.147077254, + "Phosphorus_Level": 4.524808846, + "Glucose_Level": 110.8454483, + "Potassium_Level": 4.428663254, + "Sodium_Level": 143.0073404, + "Smoking_Pack_Years": 28.77682427 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.74106533, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.96191249, + "White_Blood_Cell_Count": 8.739072998, + "Platelet_Count": 277.0632648, + "Albumin_Level": 4.461567961, + "Alkaline_Phosphatase_Level": 72.25578913, + "Alanine_Aminotransferase_Level": 14.61733104, + "Aspartate_Aminotransferase_Level": 37.52821092, + "Creatinine_Level": 0.723644802, + "LDH_Level": 175.74601, + "Calcium_Level": 8.475798587, + "Phosphorus_Level": 4.132152252, + "Glucose_Level": 126.828903, + "Potassium_Level": 3.598519222, + "Sodium_Level": 140.3928519, + "Smoking_Pack_Years": 51.37252253 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.97447156, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.28961667, + "White_Blood_Cell_Count": 9.540555218, + "Platelet_Count": 296.2105792, + "Albumin_Level": 4.235833292, + "Alkaline_Phosphatase_Level": 67.00197334, + "Alanine_Aminotransferase_Level": 33.09260897, + "Aspartate_Aminotransferase_Level": 40.10029928, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.90440416, + "White_Blood_Cell_Count": 7.946057786, + "Platelet_Count": 159.8849815, + "Albumin_Level": 4.571864503, + "Alkaline_Phosphatase_Level": 87.40720059, + "Alanine_Aminotransferase_Level": 37.42436729, + "Aspartate_Aminotransferase_Level": 23.53505324, + "Creatinine_Level": 0.873634651, + "LDH_Level": 100.7609248, + "Calcium_Level": 9.693133927, + "Phosphorus_Level": 2.539043576, + "Glucose_Level": 99.13093611, + "Potassium_Level": 4.813541266, + "Sodium_Level": 136.9755524, + "Smoking_Pack_Years": 33.3515854 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.63530401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.61841312, + "White_Blood_Cell_Count": 4.059726515, + "Platelet_Count": 292.2331915, + "Albumin_Level": 3.782728959, + "Alkaline_Phosphatase_Level": 85.40028297, + "Alanine_Aminotransferase_Level": 21.99111017, + "Aspartate_Aminotransferase_Level": 10.21193884, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.01352803, + "White_Blood_Cell_Count": 8.620628681, + "Platelet_Count": 204.6192462, + "Albumin_Level": 3.449060293, + "Alkaline_Phosphatase_Level": 81.65049095, + "Alanine_Aminotransferase_Level": 36.2946544, + "Aspartate_Aminotransferase_Level": 30.22661614, + "Creatinine_Level": 0.709638741, + "LDH_Level": 130.2192287, + "Calcium_Level": 10.47300626, + "Phosphorus_Level": 3.369086731, + "Glucose_Level": 137.3037581, + "Potassium_Level": 3.688376847, + "Sodium_Level": 144.6566573, + "Smoking_Pack_Years": 14.06217463 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.33044097, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 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"Aspartate_Aminotransferase_Level": 37.17016529, + "Creatinine_Level": 1.316034479, + "LDH_Level": 173.2153753, + "Calcium_Level": 8.808961368, + "Phosphorus_Level": 2.564676884, + "Glucose_Level": 98.27528218, + "Potassium_Level": 4.939902337, + "Sodium_Level": 136.5065327, + "Smoking_Pack_Years": 55.86839925 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.07508001, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 103, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.93036739, + "White_Blood_Cell_Count": 5.478707748, + "Platelet_Count": 266.8125083, + "Albumin_Level": 4.386804497, + "Alkaline_Phosphatase_Level": 105.3566201, + "Alanine_Aminotransferase_Level": 37.769447, + "Aspartate_Aminotransferase_Level": 19.84242425, + "Creatinine_Level": 0.602315459, + "LDH_Level": 193.4829161, + "Calcium_Level": 10.11783648, + "Phosphorus_Level": 3.26351471, + "Glucose_Level": 107.9661237, + "Potassium_Level": 4.342202402, + "Sodium_Level": 138.1209946, + "Smoking_Pack_Years": 3.305503137 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.64993301, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.58814995, + "White_Blood_Cell_Count": 9.704175159, + "Platelet_Count": 329.0548305, + "Albumin_Level": 3.637874027, + "Alkaline_Phosphatase_Level": 113.4400649, + "Alanine_Aminotransferase_Level": 19.95894689, + "Aspartate_Aminotransferase_Level": 36.3070616, + "Creatinine_Level": 1.452443807, + "LDH_Level": 205.9456342, + "Calcium_Level": 10.1501045, + "Phosphorus_Level": 3.544635448, + "Glucose_Level": 141.1896143, + "Potassium_Level": 3.819285584, + "Sodium_Level": 139.443361, + "Smoking_Pack_Years": 73.24442104 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.3361267, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.70196242, + "White_Blood_Cell_Count": 9.485987582, + "Platelet_Count": 280.2012407, + "Albumin_Level": 4.291449051, + "Alkaline_Phosphatase_Level": 34.48075294, + "Alanine_Aminotransferase_Level": 20.66911271, + "Aspartate_Aminotransferase_Level": 25.79131195, + "Creatinine_Level": 1.224748076, + "LDH_Level": 212.4286577, + "Calcium_Level": 9.013327719, + "Phosphorus_Level": 3.929843366, + "Glucose_Level": 126.5603016, + "Potassium_Level": 4.144010324, + "Sodium_Level": 141.2867011, + "Smoking_Pack_Years": 8.287632784 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.6846922, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.17049477, + "White_Blood_Cell_Count": 6.289664685, + "Platelet_Count": 362.5466173, + "Albumin_Level": 3.158376192, + "Alkaline_Phosphatase_Level": 30.72885392, + "Alanine_Aminotransferase_Level": 23.37072262, + "Aspartate_Aminotransferase_Level": 21.95954295, + "Creatinine_Level": 1.467554439, + "LDH_Level": 203.1141243, + "Calcium_Level": 8.566873566, + "Phosphorus_Level": 2.68926343, + "Glucose_Level": 79.89908338, + "Potassium_Level": 4.653352691, + "Sodium_Level": 144.6623352, + "Smoking_Pack_Years": 53.64211012 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.70189608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.93729262, + "White_Blood_Cell_Count": 8.149906531, + "Platelet_Count": 258.7816717, + "Albumin_Level": 4.043855961, + "Alkaline_Phosphatase_Level": 59.15390158, + "Alanine_Aminotransferase_Level": 13.89753008, + "Aspartate_Aminotransferase_Level": 44.10649109, + "Creatinine_Level": 0.98839978, + "LDH_Level": 211.3417106, + "Calcium_Level": 9.213122892, + "Phosphorus_Level": 2.97229099, + "Glucose_Level": 110.9100591, + "Potassium_Level": 4.25112935, + "Sodium_Level": 136.2822499, + "Smoking_Pack_Years": 29.19636799 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.57173411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.88264949, + "White_Blood_Cell_Count": 6.192024259, + "Platelet_Count": 216.5841087, + "Albumin_Level": 3.403862572, + "Alkaline_Phosphatase_Level": 47.48989823, + "Alanine_Aminotransferase_Level": 28.33446461, + "Aspartate_Aminotransferase_Level": 30.55034111, + "Creatinine_Level": 0.679296826, + "LDH_Level": 152.6162259, + "Calcium_Level": 9.996867808, + "Phosphorus_Level": 2.997036011, + "Glucose_Level": 126.1294896, + "Potassium_Level": 4.221104564, + "Sodium_Level": 140.7638873, + "Smoking_Pack_Years": 56.04881808 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.46455743, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.28978337, + "White_Blood_Cell_Count": 3.943964443, + "Platelet_Count": 360.1282968, + "Albumin_Level": 3.010800151, + "Alkaline_Phosphatase_Level": 38.9476936, + "Alanine_Aminotransferase_Level": 26.729639, + "Aspartate_Aminotransferase_Level": 31.33786994, + "Creatinine_Level": 0.840530158, + "LDH_Level": 157.4744271, + "Calcium_Level": 10.16008512, + "Phosphorus_Level": 2.75836906, + "Glucose_Level": 106.3010664, + "Potassium_Level": 4.442194208, + "Sodium_Level": 137.9070668, + "Smoking_Pack_Years": 49.9675315 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.41649642, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.36407508, + "White_Blood_Cell_Count": 9.665242472, + "Platelet_Count": 424.3007228, + "Albumin_Level": 4.726132796, + "Alkaline_Phosphatase_Level": 101.6524624, + "Alanine_Aminotransferase_Level": 30.02681002, + "Aspartate_Aminotransferase_Level": 47.88704332, + "Creatinine_Level": 1.242703388, + "LDH_Level": 137.0433145, + "Calcium_Level": 9.182274858, + "Phosphorus_Level": 4.954368785, + "Glucose_Level": 87.36335521, + "Potassium_Level": 3.892590557, + "Sodium_Level": 141.1160977, + "Smoking_Pack_Years": 73.91257503 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.83112167, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.80345284, + "White_Blood_Cell_Count": 3.511573221, + "Platelet_Count": 297.0244623, + "Albumin_Level": 3.949962466, + "Alkaline_Phosphatase_Level": 115.6641429, + "Alanine_Aminotransferase_Level": 13.61693586, + "Aspartate_Aminotransferase_Level": 27.004685, + "Creatinine_Level": 0.954535176, + "LDH_Level": 207.2160273, + "Calcium_Level": 9.346816899, + "Phosphorus_Level": 3.416327186, + "Glucose_Level": 121.8112881, + "Potassium_Level": 4.988821862, + "Sodium_Level": 142.5580337, + "Smoking_Pack_Years": 68.94926836 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.51742798, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.38973024, + "White_Blood_Cell_Count": 6.993223853, + "Platelet_Count": 206.0742173, + "Albumin_Level": 3.472305263, + "Alkaline_Phosphatase_Level": 36.06073203, + "Alanine_Aminotransferase_Level": 18.9492057, + "Aspartate_Aminotransferase_Level": 40.66957069, + "Creatinine_Level": 1.395673743, + "LDH_Level": 206.3303872, + "Calcium_Level": 9.739393548, + "Phosphorus_Level": 4.7344805, + "Glucose_Level": 111.0981768, + "Potassium_Level": 4.057662658, + "Sodium_Level": 140.7305484, + "Smoking_Pack_Years": 56.89119456 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.77704821, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.92677073, + "White_Blood_Cell_Count": 3.895146115, + "Platelet_Count": 347.1055794, + "Albumin_Level": 3.453199315, + "Alkaline_Phosphatase_Level": 59.36632789, + "Alanine_Aminotransferase_Level": 12.39148726, + "Aspartate_Aminotransferase_Level": 20.28986982, + "Creatinine_Level": 1.035876035, + "LDH_Level": 137.8472675, + "Calcium_Level": 8.964263148, + "Phosphorus_Level": 3.189860901, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 9.625510696, + "Aspartate_Aminotransferase_Level": 24.44399153, + "Creatinine_Level": 1.178761311, + "LDH_Level": 192.7891405, + "Calcium_Level": 8.774786068, + "Phosphorus_Level": 3.148810391, + "Glucose_Level": 141.5376934, + "Potassium_Level": 4.884851203, + "Sodium_Level": 144.2902726, + "Smoking_Pack_Years": 79.08149789 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.78215959, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.59445904, + "White_Blood_Cell_Count": 8.399822449, + "Platelet_Count": 293.9557705, + "Albumin_Level": 3.693212639, + "Alkaline_Phosphatase_Level": 89.89768666, + "Alanine_Aminotransferase_Level": 11.07241072, + "Aspartate_Aminotransferase_Level": 16.12175913, + "Creatinine_Level": 1.165189403, + "LDH_Level": 244.4146681, + "Calcium_Level": 8.32974339, + "Phosphorus_Level": 3.296498559, + "Glucose_Level": 129.5281886, + "Potassium_Level": 3.683031339, + "Sodium_Level": 139.3442833, + "Smoking_Pack_Years": 19.3110578 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.07446305, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.17595758, + "White_Blood_Cell_Count": 4.296949608, + "Platelet_Count": 297.8951962, + "Albumin_Level": 3.304232343, + "Alkaline_Phosphatase_Level": 58.51556217, + "Alanine_Aminotransferase_Level": 6.296917411, + "Aspartate_Aminotransferase_Level": 25.63716902, + "Creatinine_Level": 1.093508811, + "LDH_Level": 102.7893302, + "Calcium_Level": 9.060645181, + "Phosphorus_Level": 3.564797317, + "Glucose_Level": 90.87996313, + "Potassium_Level": 3.595277484, + "Sodium_Level": 143.9379371, + "Smoking_Pack_Years": 49.29938565 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.89493288, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.15031078, + "White_Blood_Cell_Count": 3.702246216, + "Platelet_Count": 398.225496, + "Albumin_Level": 4.083954254, + "Alkaline_Phosphatase_Level": 54.77974068, + "Alanine_Aminotransferase_Level": 32.46634387, + "Aspartate_Aminotransferase_Level": 30.24666272, + "Creatinine_Level": 0.925813754, + "LDH_Level": 126.1362587, + "Calcium_Level": 8.118779864, + "Phosphorus_Level": 3.327030811, + "Glucose_Level": 114.1370438, + "Potassium_Level": 3.892789362, + "Sodium_Level": 139.274691, + "Smoking_Pack_Years": 39.76319354 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.62245146, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.71177106, + "White_Blood_Cell_Count": 5.578846826, + "Platelet_Count": 233.2811768, + "Albumin_Level": 4.480861586, + "Alkaline_Phosphatase_Level": 40.54749473, + "Alanine_Aminotransferase_Level": 31.21558052, + "Aspartate_Aminotransferase_Level": 46.63848205, + "Creatinine_Level": 0.798650589, + "LDH_Level": 141.2949358, + "Calcium_Level": 10.45204116, + "Phosphorus_Level": 2.675036716, + "Glucose_Level": 114.8529604, + "Potassium_Level": 3.916330728, + "Sodium_Level": 135.1758871, + "Smoking_Pack_Years": 17.79509371 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.0225024, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.70734733, + "White_Blood_Cell_Count": 7.260557716, + "Platelet_Count": 362.3543791, + "Albumin_Level": 4.309400499, + "Alkaline_Phosphatase_Level": 75.3493634, + "Alanine_Aminotransferase_Level": 19.74970633, + "Aspartate_Aminotransferase_Level": 13.34533474, + "Creatinine_Level": 0.979990421, + "LDH_Level": 155.9937008, + "Calcium_Level": 8.92163157, + "Phosphorus_Level": 4.112303555, + "Glucose_Level": 115.1076791, + "Potassium_Level": 4.210017514, + "Sodium_Level": 140.1365659, + "Smoking_Pack_Years": 68.22659289 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.9186169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.8938149, + "White_Blood_Cell_Count": 5.335572382, + "Platelet_Count": 349.4701842, + "Albumin_Level": 3.236982598, + "Alkaline_Phosphatase_Level": 30.97616404, + "Alanine_Aminotransferase_Level": 39.97442508, + "Aspartate_Aminotransferase_Level": 41.34747019, + "Creatinine_Level": 1.371243088, + "LDH_Level": 119.7112039, + "Calcium_Level": 9.95127348, + "Phosphorus_Level": 3.521853701, + "Glucose_Level": 86.61762126, + "Potassium_Level": 3.715834648, + "Sodium_Level": 137.9228354, + "Smoking_Pack_Years": 99.0843265 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.21826875, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.56455684, + "White_Blood_Cell_Count": 4.541017738, + "Platelet_Count": 447.5894405, + "Albumin_Level": 3.172834671, + "Alkaline_Phosphatase_Level": 36.33549778, + "Alanine_Aminotransferase_Level": 11.11270841, + "Aspartate_Aminotransferase_Level": 15.63404932, + "Creatinine_Level": 1.205644225, + "LDH_Level": 143.0663021, + "Calcium_Level": 8.417186944, + "Phosphorus_Level": 4.076487307, + "Glucose_Level": 88.7252061, + "Potassium_Level": 4.881563027, + "Sodium_Level": 144.4907598, + "Smoking_Pack_Years": 53.50147907 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.9694678, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.75279066, + "White_Blood_Cell_Count": 5.615198282, + "Platelet_Count": 331.4993923, + "Albumin_Level": 4.931212424, + "Alkaline_Phosphatase_Level": 103.4917555, + "Alanine_Aminotransferase_Level": 12.2119446, + "Aspartate_Aminotransferase_Level": 44.47143647, + "Creatinine_Level": 1.351139263, + "LDH_Level": 227.786695, + "Calcium_Level": 9.4238396, + "Phosphorus_Level": 3.042622565, + "Glucose_Level": 134.5297432, + "Potassium_Level": 4.216454928, + "Sodium_Level": 141.1156181, + "Smoking_Pack_Years": 13.42073937 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.29290555, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.77914351, + "White_Blood_Cell_Count": 4.155062976, + "Platelet_Count": 327.6501486, + "Albumin_Level": 3.845751455, + "Alkaline_Phosphatase_Level": 94.6015067, + "Alanine_Aminotransferase_Level": 6.727488664, + "Aspartate_Aminotransferase_Level": 33.22151642, + "Creatinine_Level": 0.813684955, + "LDH_Level": 199.5043304, + "Calcium_Level": 9.925584642, + "Phosphorus_Level": 3.309342688, + "Glucose_Level": 143.0693586, + "Potassium_Level": 3.660893041, + "Sodium_Level": 141.1201204, + "Smoking_Pack_Years": 11.48346553 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.29122756, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.90690282, + "White_Blood_Cell_Count": 8.001673737, + "Platelet_Count": 270.7842072, + "Albumin_Level": 3.775917819, + "Alkaline_Phosphatase_Level": 47.31846371, + "Alanine_Aminotransferase_Level": 16.83735315, + "Aspartate_Aminotransferase_Level": 21.01783124, + "Creatinine_Level": 0.822130747, + "LDH_Level": 248.0566151, + "Calcium_Level": 9.679013804, + "Phosphorus_Level": 4.909236174, + "Glucose_Level": 137.2490198, + "Potassium_Level": 4.63586667, + "Sodium_Level": 142.8560305, + "Smoking_Pack_Years": 46.57219832 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.88297664, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.75868991, + "White_Blood_Cell_Count": 3.880690158, + "Platelet_Count": 276.1309757, + "Albumin_Level": 4.051410366, + "Alkaline_Phosphatase_Level": 30.01998037, + "Alanine_Aminotransferase_Level": 37.58890644, + "Aspartate_Aminotransferase_Level": 28.0155094, + "Creatinine_Level": 1.135904079, + "LDH_Level": 202.1861724, + "Calcium_Level": 10.12467319, + "Phosphorus_Level": 2.754226089, + "Glucose_Level": 149.0490356, + "Potassium_Level": 4.774330007, + "Sodium_Level": 141.6352914, + "Smoking_Pack_Years": 88.68150506 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.77514159, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.6373967, + "White_Blood_Cell_Count": 7.129132475, + "Platelet_Count": 312.6139945, + "Albumin_Level": 4.113557303, + "Alkaline_Phosphatase_Level": 41.00578392, + "Alanine_Aminotransferase_Level": 16.61196052, + "Aspartate_Aminotransferase_Level": 33.71911615, + "Creatinine_Level": 0.757993584, + "LDH_Level": 176.0091668, + "Calcium_Level": 9.802539862, + "Phosphorus_Level": 3.516991611, + "Glucose_Level": 139.3943252, + "Potassium_Level": 3.542563413, + "Sodium_Level": 143.4868864, + "Smoking_Pack_Years": 92.19751639 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.78554883, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.25628486, + "White_Blood_Cell_Count": 4.983760227, + "Platelet_Count": 154.7578478, + "Albumin_Level": 3.337171788, + "Alkaline_Phosphatase_Level": 100.7004823, + "Alanine_Aminotransferase_Level": 9.290801896, + "Aspartate_Aminotransferase_Level": 12.27085505, + "Creatinine_Level": 1.194137351, + "LDH_Level": 133.039099, + "Calcium_Level": 9.286054395, + "Phosphorus_Level": 3.964694752, + "Glucose_Level": 127.0019381, + "Potassium_Level": 4.529565193, + "Sodium_Level": 141.697544, + "Smoking_Pack_Years": 83.88469828 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.04354408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.27403276, + "White_Blood_Cell_Count": 6.721827059, + "Platelet_Count": 435.5894151, + "Albumin_Level": 4.186206119, + "Alkaline_Phosphatase_Level": 67.60100943, + "Alanine_Aminotransferase_Level": 25.6798724, + "Aspartate_Aminotransferase_Level": 28.67910086, + "Creatinine_Level": 1.468963758, + "LDH_Level": 213.4481752, + "Calcium_Level": 8.154444817, + "Phosphorus_Level": 2.983676118, + "Glucose_Level": 130.6018994, + "Potassium_Level": 4.754143118, + "Sodium_Level": 135.6838558, + "Smoking_Pack_Years": 43.67129869 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 70.50891959, + "Alanine_Aminotransferase_Level": 7.819562745, + "Aspartate_Aminotransferase_Level": 42.2446271, + "Creatinine_Level": 0.627281246, + "LDH_Level": 136.9146862, + "Calcium_Level": 9.733577825, + "Phosphorus_Level": 3.638162928, + "Glucose_Level": 114.6684882, + "Potassium_Level": 3.818780966, + "Sodium_Level": 137.4748143, + "Smoking_Pack_Years": 51.4822129 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.7839577, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.03307706, + "White_Blood_Cell_Count": 7.063564107, + "Platelet_Count": 335.1324644, + "Albumin_Level": 3.174108667, + "Alkaline_Phosphatase_Level": 39.10442092, + "Alanine_Aminotransferase_Level": 31.73146283, + "Aspartate_Aminotransferase_Level": 19.21001669, + "Creatinine_Level": 1.314266978, + "LDH_Level": 126.2627729, + "Calcium_Level": 8.542247888, + "Phosphorus_Level": 2.820901808, + "Glucose_Level": 104.2764613, + "Potassium_Level": 3.508308176, + "Sodium_Level": 144.204966, + "Smoking_Pack_Years": 30.18697307 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.05723942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.34030735, + "White_Blood_Cell_Count": 9.361270245, + "Platelet_Count": 369.9255023, + "Albumin_Level": 3.668974793, + "Alkaline_Phosphatase_Level": 115.0817194, + "Alanine_Aminotransferase_Level": 30.76242002, + "Aspartate_Aminotransferase_Level": 13.47972664, + "Creatinine_Level": 0.6894561, + "LDH_Level": 130.1360083, + "Calcium_Level": 8.173732768, + "Phosphorus_Level": 3.833703362, + "Glucose_Level": 104.0288771, + "Potassium_Level": 3.707736145, + "Sodium_Level": 142.3633514, + "Smoking_Pack_Years": 51.16269682 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": 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10.22712401, + "Phosphorus_Level": 4.478002335, + "Glucose_Level": 137.1274113, + "Potassium_Level": 3.612969506, + "Sodium_Level": 140.9147797, + "Smoking_Pack_Years": 46.55053473 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.19481831, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.83576477, + "White_Blood_Cell_Count": 8.782570816, + "Platelet_Count": 213.1042138, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.70662818, + "White_Blood_Cell_Count": 8.121815909, + "Platelet_Count": 199.0675894, + "Albumin_Level": 4.949321573, + "Alkaline_Phosphatase_Level": 53.54137402, + "Alanine_Aminotransferase_Level": 37.61258066, + "Aspartate_Aminotransferase_Level": 14.26685618, + "Creatinine_Level": 0.572366883, + "LDH_Level": 113.2060147, + "Calcium_Level": 8.183700212, + "Phosphorus_Level": 3.23741787, + "Glucose_Level": 99.46528048, + "Potassium_Level": 4.116721133, + "Sodium_Level": 137.4747576, + "Smoking_Pack_Years": 0.691079588 + }, + { + "Age": 48, + "Gender": "Female", 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115.1661331, + "Calcium_Level": 10.08529341, + "Phosphorus_Level": 4.29910473, + "Glucose_Level": 104.4657788, + "Potassium_Level": 4.522457091, + "Sodium_Level": 143.8167031, + "Smoking_Pack_Years": 99.41980268 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.52165917, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.06329681, + "White_Blood_Cell_Count": 7.101369059, + "Platelet_Count": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.17281354, + "White_Blood_Cell_Count": 5.125721857, + "Platelet_Count": 231.9371081, + "Albumin_Level": 3.266499578, + "Alkaline_Phosphatase_Level": 93.98731857, + "Alanine_Aminotransferase_Level": 11.45083843, + "Aspartate_Aminotransferase_Level": 14.25020655, + "Creatinine_Level": 0.894153413, + "LDH_Level": 126.0880355, + "Calcium_Level": 8.253274373, + "Phosphorus_Level": 3.951166687, + "Glucose_Level": 93.11547614, + "Potassium_Level": 4.559632573, + "Sodium_Level": 144.659031, + "Smoking_Pack_Years": 41.39066403 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.30355807, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.01240345, + "White_Blood_Cell_Count": 5.939613725, + "Platelet_Count": 445.9669429, + "Albumin_Level": 4.027766417, + "Alkaline_Phosphatase_Level": 105.9778896, + "Alanine_Aminotransferase_Level": 31.36631497, + "Aspartate_Aminotransferase_Level": 11.9443177, + "Creatinine_Level": 0.504284023, + "LDH_Level": 202.4409476, + "Calcium_Level": 8.935785024, + "Phosphorus_Level": 3.247605725, + "Glucose_Level": 105.838434, + "Potassium_Level": 3.891963122, + "Sodium_Level": 143.0599062, + "Smoking_Pack_Years": 14.98209503 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.56136096, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.26778094, + "White_Blood_Cell_Count": 7.782951942, + "Platelet_Count": 236.2970134, + "Albumin_Level": 3.850955797, + "Alkaline_Phosphatase_Level": 106.3105464, + "Alanine_Aminotransferase_Level": 31.98583487, + "Aspartate_Aminotransferase_Level": 45.08629843, + "Creatinine_Level": 0.842311209, + "LDH_Level": 211.5758135, + "Calcium_Level": 8.81705621, + "Phosphorus_Level": 4.978585909, + "Glucose_Level": 85.20589609, + "Potassium_Level": 4.580877852, + "Sodium_Level": 141.5818974, + "Smoking_Pack_Years": 17.58006871 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.83231029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 72, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.41415244, + "White_Blood_Cell_Count": 9.645745732, + "Platelet_Count": 224.5562254, + "Albumin_Level": 3.148712034, + "Alkaline_Phosphatase_Level": 54.99797324, + "Alanine_Aminotransferase_Level": 24.37874271, + "Aspartate_Aminotransferase_Level": 32.76038564, + "Creatinine_Level": 0.615427498, + "LDH_Level": 168.107551, + "Calcium_Level": 9.152653043, + "Phosphorus_Level": 4.023811685, + "Glucose_Level": 91.53608817, + "Potassium_Level": 3.842028579, + "Sodium_Level": 139.4591252, + "Smoking_Pack_Years": 67.41310791 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.35612372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.00298062, + "White_Blood_Cell_Count": 8.981824837, + "Platelet_Count": 245.6238776, + "Albumin_Level": 4.317051677, + "Alkaline_Phosphatase_Level": 100.4620382, + "Alanine_Aminotransferase_Level": 19.91760509, + "Aspartate_Aminotransferase_Level": 45.24343608, + "Creatinine_Level": 1.023374845, + "LDH_Level": 100.3290127, + "Calcium_Level": 8.093611216, + "Phosphorus_Level": 4.51611454, + "Glucose_Level": 137.8787946, + "Potassium_Level": 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"Potassium_Level": 4.031743592, + "Sodium_Level": 143.7543239, + "Smoking_Pack_Years": 81.47754595 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.78364174, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.35226818, + "White_Blood_Cell_Count": 4.82543291, + "Platelet_Count": 275.3164698, + "Albumin_Level": 3.142322643, + "Alkaline_Phosphatase_Level": 30.93315515, + "Alanine_Aminotransferase_Level": 23.4996528, + "Aspartate_Aminotransferase_Level": 30.08688111, + "Creatinine_Level": 0.577347815, + "LDH_Level": 120.6889706, + "Calcium_Level": 10.15966681, + "Phosphorus_Level": 4.321416024, + "Glucose_Level": 79.79031788, + "Potassium_Level": 4.986554415, + "Sodium_Level": 143.4521979, + "Smoking_Pack_Years": 93.21483194 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.30206041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.30099279, + "White_Blood_Cell_Count": 3.844280285, + "Platelet_Count": 159.2866693, + "Albumin_Level": 4.217822386, + "Alkaline_Phosphatase_Level": 43.86123941, + "Alanine_Aminotransferase_Level": 29.20044931, + "Aspartate_Aminotransferase_Level": 10.93380695, + "Creatinine_Level": 1.439537427, + "LDH_Level": 228.2345183, + "Calcium_Level": 9.053267003, + "Phosphorus_Level": 3.953982945, + "Glucose_Level": 81.62124916, + "Potassium_Level": 3.817544943, + "Sodium_Level": 144.580327, + "Smoking_Pack_Years": 25.72878223 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.25085619, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.89839817, + "White_Blood_Cell_Count": 8.776142875, + "Platelet_Count": 369.3204203, + "Albumin_Level": 4.268478925, + "Alkaline_Phosphatase_Level": 83.77603294, + "Alanine_Aminotransferase_Level": 32.46716171, + "Aspartate_Aminotransferase_Level": 24.83101615, + "Creatinine_Level": 1.068956077, + "LDH_Level": 143.7036733, + "Calcium_Level": 9.448620303, + "Phosphorus_Level": 3.231025334, + "Glucose_Level": 78.49656265, + "Potassium_Level": 3.703564478, + "Sodium_Level": 144.409174, + "Smoking_Pack_Years": 95.17837232 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.34874711, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.28058092, + "White_Blood_Cell_Count": 8.070397339, + "Platelet_Count": 409.8574249, + "Albumin_Level": 3.044912371, + "Alkaline_Phosphatase_Level": 104.4214481, + "Alanine_Aminotransferase_Level": 15.24553694, + "Aspartate_Aminotransferase_Level": 47.09493729, + "Creatinine_Level": 0.868120642, + "LDH_Level": 135.0881821, + "Calcium_Level": 10.20458833, + "Phosphorus_Level": 3.239069199, + "Glucose_Level": 137.4165562, + "Potassium_Level": 4.96115807, + "Sodium_Level": 139.0065148, + "Smoking_Pack_Years": 62.62706577 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.13649634, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.88523302, + "White_Blood_Cell_Count": 7.743205615, + "Platelet_Count": 354.6649209, + "Albumin_Level": 3.285973182, + "Alkaline_Phosphatase_Level": 64.57461891, + "Alanine_Aminotransferase_Level": 12.18891673, + "Aspartate_Aminotransferase_Level": 12.66915589, + "Creatinine_Level": 0.810973872, + "LDH_Level": 189.7468271, + "Calcium_Level": 10.26587429, + "Phosphorus_Level": 4.425036252, + "Glucose_Level": 71.09754045, + "Potassium_Level": 4.657789909, + "Sodium_Level": 143.3376834, + "Smoking_Pack_Years": 86.26157077 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.2620143, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.86871752, + "White_Blood_Cell_Count": 6.733660127, + "Platelet_Count": 339.481109, + "Albumin_Level": 3.621033647, + "Alkaline_Phosphatase_Level": 96.27388664, + "Alanine_Aminotransferase_Level": 18.71280105, + "Aspartate_Aminotransferase_Level": 27.29810547, + "Creatinine_Level": 0.771792199, + "LDH_Level": 170.7985386, + "Calcium_Level": 9.832730029, + "Phosphorus_Level": 4.225027938, + "Glucose_Level": 128.4321865, + "Potassium_Level": 4.555033471, + "Sodium_Level": 139.0508288, + "Smoking_Pack_Years": 76.4799919 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.96884533, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.92143942, + "White_Blood_Cell_Count": 8.713836897, + "Platelet_Count": 386.8819194, + "Albumin_Level": 3.546821273, + "Alkaline_Phosphatase_Level": 106.3577188, + "Alanine_Aminotransferase_Level": 23.58877251, + "Aspartate_Aminotransferase_Level": 33.44214918, + "Creatinine_Level": 1.213741853, + "LDH_Level": 231.9153947, + "Calcium_Level": 8.434857238, + "Phosphorus_Level": 4.052968259, + "Glucose_Level": 126.0981741, + "Potassium_Level": 3.880308545, + "Sodium_Level": 139.3708337, + "Smoking_Pack_Years": 23.17639192 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.282177, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.93017564, + "White_Blood_Cell_Count": 7.603807793, + "Platelet_Count": 317.7368914, + "Albumin_Level": 4.476180753, + "Alkaline_Phosphatase_Level": 118.2684323, + "Alanine_Aminotransferase_Level": 5.920939994, + "Aspartate_Aminotransferase_Level": 22.61451884, + "Creatinine_Level": 1.054964988, + "LDH_Level": 183.7364996, + "Calcium_Level": 10.21601222, + "Phosphorus_Level": 4.140013749, + "Glucose_Level": 102.8283725, + "Potassium_Level": 3.648511519, + "Sodium_Level": 143.4781362, + "Smoking_Pack_Years": 16.61876788 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.59220515, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.33032512, + "White_Blood_Cell_Count": 7.738630281, + "Platelet_Count": 418.6815696, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.41182899, + "White_Blood_Cell_Count": 5.168299202, + "Platelet_Count": 278.3944768, + "Albumin_Level": 4.55388235, + "Alkaline_Phosphatase_Level": 90.67307261, + "Alanine_Aminotransferase_Level": 38.19293367, + "Aspartate_Aminotransferase_Level": 34.35633511, + "Creatinine_Level": 1.033906382, + "LDH_Level": 163.8806434, + "Calcium_Level": 10.27306449, + "Phosphorus_Level": 4.050630017, + "Glucose_Level": 79.98141918, + "Potassium_Level": 3.696257171, + "Sodium_Level": 139.2597381, + "Smoking_Pack_Years": 21.60684122 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.59234032, + "White_Blood_Cell_Count": 6.646049539, + "Platelet_Count": 282.1821254, + "Albumin_Level": 3.720276794, + "Alkaline_Phosphatase_Level": 72.68603754, + "Alanine_Aminotransferase_Level": 31.99161968, + "Aspartate_Aminotransferase_Level": 36.03676808, + "Creatinine_Level": 0.883735114, + "LDH_Level": 137.6812131, + "Calcium_Level": 8.924052757, + "Phosphorus_Level": 3.826679204, + "Glucose_Level": 99.72904269, + "Potassium_Level": 4.419978571, + "Sodium_Level": 143.701823, + "Smoking_Pack_Years": 39.54239244 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.88263887, + "White_Blood_Cell_Count": 8.017457737, + "Platelet_Count": 278.6648203, + "Albumin_Level": 4.561048365, + "Alkaline_Phosphatase_Level": 91.43964473, + "Alanine_Aminotransferase_Level": 30.60157529, + "Aspartate_Aminotransferase_Level": 11.16883794, + "Creatinine_Level": 1.473845241, + "LDH_Level": 129.1911391, + "Calcium_Level": 8.640703541, + "Phosphorus_Level": 4.313660645, + "Glucose_Level": 132.5918907, + "Potassium_Level": 3.601705514, + "Sodium_Level": 135.4394448, + "Smoking_Pack_Years": 40.70374203 + }, + { + "Age": 73, + "Gender": "Female", + 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136.6495263, + "Calcium_Level": 8.619860117, + "Phosphorus_Level": 3.266742322, + "Glucose_Level": 132.6838559, + "Potassium_Level": 4.805483466, + "Sodium_Level": 141.3535046, + "Smoking_Pack_Years": 86.98454547 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.75349075, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.41295624, + "White_Blood_Cell_Count": 8.373211164, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.07178538, + "White_Blood_Cell_Count": 6.847736898, + "Platelet_Count": 150.504348, + "Albumin_Level": 4.877010422, + "Alkaline_Phosphatase_Level": 55.8998309, + "Alanine_Aminotransferase_Level": 23.18933788, + "Aspartate_Aminotransferase_Level": 14.85407925, + "Creatinine_Level": 0.640844202, + "LDH_Level": 162.2136529, + "Calcium_Level": 8.474821432, + "Phosphorus_Level": 4.161355455, + "Glucose_Level": 118.8272266, + "Potassium_Level": 4.552704541, + "Sodium_Level": 144.153301, + "Smoking_Pack_Years": 35.24474953 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.79061944, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.038443, + "White_Blood_Cell_Count": 5.282087852, + "Platelet_Count": 179.9616751, + "Albumin_Level": 4.434770839, + "Alkaline_Phosphatase_Level": 45.66844967, + "Alanine_Aminotransferase_Level": 28.08956897, + "Aspartate_Aminotransferase_Level": 41.57133803, + "Creatinine_Level": 0.780741621, + "LDH_Level": 100.9703147, + "Calcium_Level": 8.786369445, + "Phosphorus_Level": 2.643601326, + "Glucose_Level": 105.3449474, + "Potassium_Level": 4.818115913, + "Sodium_Level": 144.6410002, + "Smoking_Pack_Years": 91.39869139 + }, + { + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.57706676, + "White_Blood_Cell_Count": 7.404637186, + "Platelet_Count": 224.1818654, + "Albumin_Level": 3.519718111, + "Alkaline_Phosphatase_Level": 68.08790534, + "Alanine_Aminotransferase_Level": 30.82028421, + "Aspartate_Aminotransferase_Level": 17.68305524, + "Creatinine_Level": 0.77988058, + "LDH_Level": 225.3366277, + "Calcium_Level": 9.264957516, + "Phosphorus_Level": 3.521006866, + "Glucose_Level": 70.64187103, + "Potassium_Level": 3.962990035, + "Sodium_Level": 141.0658305, + "Smoking_Pack_Years": 60.17721948 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.93288878, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.79253812, + "White_Blood_Cell_Count": 5.372150483, + "Platelet_Count": 295.9969483, + "Albumin_Level": 3.302516519, + "Alkaline_Phosphatase_Level": 58.88944643, + "Alanine_Aminotransferase_Level": 27.33140687, + "Aspartate_Aminotransferase_Level": 26.06610632, + "Creatinine_Level": 0.583515689, + "LDH_Level": 193.5020955, + "Calcium_Level": 9.162480602, + "Phosphorus_Level": 4.790723963, + "Glucose_Level": 81.84979449, + "Potassium_Level": 4.399326905, + "Sodium_Level": 138.3273351, + "Smoking_Pack_Years": 46.39159283 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.1301469, + "White_Blood_Cell_Count": 3.626496325, + "Platelet_Count": 352.2926349, + "Albumin_Level": 3.984842033, + "Alkaline_Phosphatase_Level": 55.13455797, + "Alanine_Aminotransferase_Level": 35.74709404, + "Aspartate_Aminotransferase_Level": 45.9510393, + "Creatinine_Level": 1.126506701, + "LDH_Level": 134.4201488, + "Calcium_Level": 9.571228051, + "Phosphorus_Level": 4.983110607, + "Glucose_Level": 93.38408242, + "Potassium_Level": 4.296420192, + "Sodium_Level": 135.3894839, + "Smoking_Pack_Years": 6.39410618 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.15847775, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.9473241, + "White_Blood_Cell_Count": 5.942381256, + "Platelet_Count": 220.4662115, + "Albumin_Level": 4.646710639, + "Alkaline_Phosphatase_Level": 86.50757243, + "Alanine_Aminotransferase_Level": 38.64908283, + "Aspartate_Aminotransferase_Level": 35.92157093, + "Creatinine_Level": 0.891908122, + "LDH_Level": 194.1147312, + "Calcium_Level": 8.286309359, + "Phosphorus_Level": 4.935758836, + "Glucose_Level": 108.203353, + "Potassium_Level": 3.668302198, + "Sodium_Level": 138.6113589, + "Smoking_Pack_Years": 91.88340016 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.92396243, + "White_Blood_Cell_Count": 7.762571542, + "Platelet_Count": 176.8450961, + "Albumin_Level": 4.474056545, + "Alkaline_Phosphatase_Level": 85.70987424, + "Alanine_Aminotransferase_Level": 11.97934155, + "Aspartate_Aminotransferase_Level": 12.34859185, + "Creatinine_Level": 0.769710901, + "LDH_Level": 235.3290016, + "Calcium_Level": 8.785229817, + "Phosphorus_Level": 2.786599468, + "Glucose_Level": 109.8922228, + "Potassium_Level": 3.932703424, + "Sodium_Level": 139.6088565, + "Smoking_Pack_Years": 44.09391244 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.96254697, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + 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"Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.97300952, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.71882516, + "White_Blood_Cell_Count": 8.650669636, + "Platelet_Count": 272.0742121, + "Albumin_Level": 3.998455365, + "Alkaline_Phosphatase_Level": 103.8141318, + "Alanine_Aminotransferase_Level": 24.47340299, + "Aspartate_Aminotransferase_Level": 27.15550233, + "Creatinine_Level": 0.951058515, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.02700698, + "White_Blood_Cell_Count": 3.581174186, + "Platelet_Count": 447.046534, + "Albumin_Level": 4.06191548, + "Alkaline_Phosphatase_Level": 117.7676311, + "Alanine_Aminotransferase_Level": 16.70102218, + "Aspartate_Aminotransferase_Level": 27.99506905, + "Creatinine_Level": 1.042532505, + "LDH_Level": 157.9447955, + "Calcium_Level": 8.380781862, + "Phosphorus_Level": 3.207173089, + "Glucose_Level": 146.2076884, + "Potassium_Level": 3.824990942, + "Sodium_Level": 143.5964531, + "Smoking_Pack_Years": 73.24027983 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.12358439, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.53408238, + "White_Blood_Cell_Count": 9.032566499, + "Platelet_Count": 244.7999103, + "Albumin_Level": 3.755370815, + "Alkaline_Phosphatase_Level": 68.88910174, + "Alanine_Aminotransferase_Level": 22.91741085, + "Aspartate_Aminotransferase_Level": 13.05969393, + "Creatinine_Level": 1.246599861, + "LDH_Level": 167.6548096, + "Calcium_Level": 10.29596684, + "Phosphorus_Level": 2.54517598, + "Glucose_Level": 139.0341031, + "Potassium_Level": 3.595009368, + "Sodium_Level": 136.1048245, + "Smoking_Pack_Years": 40.1470508 + }, + { 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.25296243, + "White_Blood_Cell_Count": 8.485751531, + "Platelet_Count": 190.535588, + "Albumin_Level": 4.978885895, + "Alkaline_Phosphatase_Level": 105.1365564, + "Alanine_Aminotransferase_Level": 39.25062119, + "Aspartate_Aminotransferase_Level": 34.31287256, + "Creatinine_Level": 0.581274658, + "LDH_Level": 114.1370324, + "Calcium_Level": 10.38805784, + "Phosphorus_Level": 4.970662207, + "Glucose_Level": 122.889365, + "Potassium_Level": 3.927052002, + "Sodium_Level": 143.1256294, + "Smoking_Pack_Years": 52.83732732 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.70190185, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.69507811, + "White_Blood_Cell_Count": 8.88191846, + "Platelet_Count": 237.6663921, + "Albumin_Level": 3.291473329, + "Alkaline_Phosphatase_Level": 73.59293998, + "Alanine_Aminotransferase_Level": 39.06430391, + "Aspartate_Aminotransferase_Level": 29.25706656, + "Creatinine_Level": 1.029948977, + "LDH_Level": 117.6286662, + "Calcium_Level": 8.88378192, + "Phosphorus_Level": 3.212731225, + "Glucose_Level": 129.8510517, + "Potassium_Level": 4.240519772, + "Sodium_Level": 143.2463917, + "Smoking_Pack_Years": 63.94150175 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.99016528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.19296038, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.54132681, + "White_Blood_Cell_Count": 5.537005051, + "Platelet_Count": 311.6327153, + "Albumin_Level": 3.315791614, + "Alkaline_Phosphatase_Level": 105.1408934, + "Alanine_Aminotransferase_Level": 11.91164688, + "Aspartate_Aminotransferase_Level": 47.48999788, + "Creatinine_Level": 1.167849276, + "LDH_Level": 126.5771477, + "Calcium_Level": 10.17912841, + "Phosphorus_Level": 3.14139965, + "Glucose_Level": 103.3312122, + "Potassium_Level": 3.599678642, + "Sodium_Level": 141.5219149, + "Smoking_Pack_Years": 65.85638353 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.23619098, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.4673302, + "White_Blood_Cell_Count": 7.683566002, + "Platelet_Count": 213.2934124, + "Albumin_Level": 4.882614593, + "Alkaline_Phosphatase_Level": 70.06095049, + "Alanine_Aminotransferase_Level": 24.51961522, + "Aspartate_Aminotransferase_Level": 38.50058759, + "Creatinine_Level": 0.567506903, + "LDH_Level": 212.0998152, + "Calcium_Level": 8.491726817, + "Phosphorus_Level": 3.861203908, + "Glucose_Level": 125.4285514, + "Potassium_Level": 4.901511468, + "Sodium_Level": 143.6618, + "Smoking_Pack_Years": 66.09553818 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.40938973, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.78181963, + "White_Blood_Cell_Count": 9.289562036, + "Platelet_Count": 428.6969399, + "Albumin_Level": 4.499540933, + "Alkaline_Phosphatase_Level": 116.7701975, + "Alanine_Aminotransferase_Level": 30.43044708, + "Aspartate_Aminotransferase_Level": 17.41695106, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.02843415, + "White_Blood_Cell_Count": 7.6289204, + "Platelet_Count": 317.0639216, + "Albumin_Level": 4.293988755, + "Alkaline_Phosphatase_Level": 37.57706992, + "Alanine_Aminotransferase_Level": 30.34903916, + "Aspartate_Aminotransferase_Level": 13.21403136, + "Creatinine_Level": 0.828430994, + "LDH_Level": 243.4988591, + "Calcium_Level": 9.305368047, + "Phosphorus_Level": 3.204827992, + "Glucose_Level": 136.536342, + "Potassium_Level": 4.415386338, + "Sodium_Level": 143.8085553, + "Smoking_Pack_Years": 6.405134985 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.54180722, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 37.59945463, + "Creatinine_Level": 0.970370699, + "LDH_Level": 241.3005477, + "Calcium_Level": 10.22026882, + "Phosphorus_Level": 4.264892698, + "Glucose_Level": 91.83182021, + "Potassium_Level": 4.921745917, + "Sodium_Level": 137.9638478, + "Smoking_Pack_Years": 50.99744833 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.8923234, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.59224362, + "White_Blood_Cell_Count": 7.922960466, + "Platelet_Count": 261.4409658, + "Albumin_Level": 4.134301326, + "Alkaline_Phosphatase_Level": 116.1030793, + "Alanine_Aminotransferase_Level": 6.659469076, + "Aspartate_Aminotransferase_Level": 48.7688218, + "Creatinine_Level": 0.730470365, + "LDH_Level": 209.9967935, + "Calcium_Level": 9.611181596, + "Phosphorus_Level": 4.911201233, + "Glucose_Level": 86.59501729, + "Potassium_Level": 3.834826594, + "Sodium_Level": 142.8792348, + "Smoking_Pack_Years": 73.62011666 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.56534606, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.75607932, + "White_Blood_Cell_Count": 8.23355279, + "Platelet_Count": 164.0172045, + "Albumin_Level": 3.265413495, + "Alkaline_Phosphatase_Level": 41.67813118, + "Alanine_Aminotransferase_Level": 27.27213974, + "Aspartate_Aminotransferase_Level": 14.11881211, + "Creatinine_Level": 0.551604096, + "LDH_Level": 155.193797, + "Calcium_Level": 10.01706763, + "Phosphorus_Level": 4.067877894, + "Glucose_Level": 136.9622446, + "Potassium_Level": 4.149356218, + "Sodium_Level": 140.6407832, + "Smoking_Pack_Years": 73.1785341 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.53694912, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.63368509, + "White_Blood_Cell_Count": 7.648730473, + "Platelet_Count": 196.6370378, + "Albumin_Level": 3.866888334, + "Alkaline_Phosphatase_Level": 84.79659888, + "Alanine_Aminotransferase_Level": 15.97597173, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.55675308, + "White_Blood_Cell_Count": 9.619166457, + "Platelet_Count": 378.1488845, + "Albumin_Level": 4.488285293, + "Alkaline_Phosphatase_Level": 41.17620684, + "Alanine_Aminotransferase_Level": 10.4531231, + "Aspartate_Aminotransferase_Level": 39.54197881, + "Creatinine_Level": 1.139946166, + "LDH_Level": 126.9121363, + "Calcium_Level": 9.415978893, + "Phosphorus_Level": 3.933573768, + "Glucose_Level": 136.8197882, + "Potassium_Level": 3.913209226, + "Sodium_Level": 142.7876622, + "Smoking_Pack_Years": 78.12814244 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.22219616, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.44238567, + "White_Blood_Cell_Count": 6.195169929, + "Platelet_Count": 290.334713, + "Albumin_Level": 3.303608699, + "Alkaline_Phosphatase_Level": 31.82594948, + "Alanine_Aminotransferase_Level": 26.91939362, + "Aspartate_Aminotransferase_Level": 11.19874913, + "Creatinine_Level": 0.641016268, + "LDH_Level": 199.8017018, + "Calcium_Level": 8.709467793, + "Phosphorus_Level": 3.365120493, + "Glucose_Level": 89.5063882, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.71317486, + "White_Blood_Cell_Count": 5.703457442, + "Platelet_Count": 246.6336384, + "Albumin_Level": 4.636181858, + "Alkaline_Phosphatase_Level": 76.72771224, + "Alanine_Aminotransferase_Level": 38.0442668, + "Aspartate_Aminotransferase_Level": 23.08452078, + "Creatinine_Level": 0.87447896, + "LDH_Level": 244.762452, + "Calcium_Level": 10.06408102, + "Phosphorus_Level": 3.601160261, + "Glucose_Level": 76.60831067, + "Potassium_Level": 4.168941332, + "Sodium_Level": 142.6767128, + "Smoking_Pack_Years": 38.42688772 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.46078038, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.97577557, + "White_Blood_Cell_Count": 8.223990877, + "Platelet_Count": 298.5592314, + "Albumin_Level": 3.944899954, + "Alkaline_Phosphatase_Level": 95.27230405, + "Alanine_Aminotransferase_Level": 35.13335482, + "Aspartate_Aminotransferase_Level": 38.77429332, + "Creatinine_Level": 0.549916922, + "LDH_Level": 208.5352032, + "Calcium_Level": 9.08640313, + "Phosphorus_Level": 3.685925204, + "Glucose_Level": 124.423392, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.14853906, + "White_Blood_Cell_Count": 7.275455522, + "Platelet_Count": 236.1128401, + "Albumin_Level": 3.221666547, + "Alkaline_Phosphatase_Level": 92.92219196, + "Alanine_Aminotransferase_Level": 37.6233389, + "Aspartate_Aminotransferase_Level": 46.19929293, + "Creatinine_Level": 1.401456974, + "LDH_Level": 155.1712706, + "Calcium_Level": 10.04170436, + "Phosphorus_Level": 4.145507853, + "Glucose_Level": 77.09650461, + "Potassium_Level": 4.633365677, + "Sodium_Level": 144.6521426, + "Smoking_Pack_Years": 84.26675607 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.52651784, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.65574273, + "White_Blood_Cell_Count": 6.998912508, + "Platelet_Count": 163.9609523, + "Albumin_Level": 4.606743045, + "Alkaline_Phosphatase_Level": 102.9701342, + "Alanine_Aminotransferase_Level": 23.55458087, + "Aspartate_Aminotransferase_Level": 13.61299804, + "Creatinine_Level": 1.329453053, + "LDH_Level": 242.4631444, + "Calcium_Level": 10.32630221, + "Phosphorus_Level": 4.826098043, + "Glucose_Level": 128.9541193, + "Potassium_Level": 3.990534669, + "Sodium_Level": 141.2957508, + "Smoking_Pack_Years": 86.2322553 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.02648583, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.96997855, + "White_Blood_Cell_Count": 6.894825792, + "Platelet_Count": 231.4618772, + "Albumin_Level": 4.528925768, + "Alkaline_Phosphatase_Level": 49.98620191, + "Alanine_Aminotransferase_Level": 22.97434507, + "Aspartate_Aminotransferase_Level": 20.94014901, + "Creatinine_Level": 1.132238243, + "LDH_Level": 110.6752337, + "Calcium_Level": 10.14951569, + "Phosphorus_Level": 4.935593165, + "Glucose_Level": 125.7860496, + "Potassium_Level": 4.390607716, + "Sodium_Level": 142.3566814, + "Smoking_Pack_Years": 47.44168199 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + 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103.3373478, + "Calcium_Level": 10.1563685, + "Phosphorus_Level": 4.161631821, + "Glucose_Level": 90.08013359, + "Potassium_Level": 4.676434451, + "Sodium_Level": 142.1199023, + "Smoking_Pack_Years": 26.61686652 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.9058995, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.53535455, + "White_Blood_Cell_Count": 5.847171885, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.59955824, + "White_Blood_Cell_Count": 7.060492582, + "Platelet_Count": 409.9978457, + "Albumin_Level": 3.201224872, + "Alkaline_Phosphatase_Level": 63.6371924, + "Alanine_Aminotransferase_Level": 20.52799239, + "Aspartate_Aminotransferase_Level": 41.11915808, + "Creatinine_Level": 1.134081147, + "LDH_Level": 164.8467105, + "Calcium_Level": 8.671295513, + "Phosphorus_Level": 2.582538684, + "Glucose_Level": 95.29424588, + "Potassium_Level": 4.402023156, + "Sodium_Level": 137.5755675, + "Smoking_Pack_Years": 49.12388786 + }, + { + "Age": 39, + "Gender": "Male", 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219.3192587, + "Calcium_Level": 8.602708837, + "Phosphorus_Level": 2.51142658, + "Glucose_Level": 131.8405405, + "Potassium_Level": 4.728031095, + "Sodium_Level": 141.2883354, + "Smoking_Pack_Years": 36.67119748 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.42790972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.5575947, + "White_Blood_Cell_Count": 9.20147431, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.92795332, + "White_Blood_Cell_Count": 8.429847576, + "Platelet_Count": 429.2572548, + "Albumin_Level": 3.874527958, + "Alkaline_Phosphatase_Level": 58.67621211, + "Alanine_Aminotransferase_Level": 24.07461738, + "Aspartate_Aminotransferase_Level": 41.02577075, + "Creatinine_Level": 0.983611851, + "LDH_Level": 191.3157073, + "Calcium_Level": 9.60805013, + "Phosphorus_Level": 3.829881261, + "Glucose_Level": 75.26224448, + "Potassium_Level": 4.387196728, + "Sodium_Level": 141.7436146, + "Smoking_Pack_Years": 60.25774294 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.24522595, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African 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140.750942, + "Smoking_Pack_Years": 6.438836394 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.74403875, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.43500388, + "White_Blood_Cell_Count": 3.640709117, + "Platelet_Count": 327.1488506, + "Albumin_Level": 4.81392648, + "Alkaline_Phosphatase_Level": 79.70606906, + "Alanine_Aminotransferase_Level": 23.62902572, + "Aspartate_Aminotransferase_Level": 36.78572103, + "Creatinine_Level": 1.075898471, + "LDH_Level": 102.0333916, + "Calcium_Level": 8.149564189, + "Phosphorus_Level": 2.780209684, + "Glucose_Level": 144.1731154, + "Potassium_Level": 4.972910899, + "Sodium_Level": 144.2895639, + "Smoking_Pack_Years": 59.16978663 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.90642001, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.94409264, + "White_Blood_Cell_Count": 9.268792886, + "Platelet_Count": 198.133088, + "Albumin_Level": 3.581221034, + "Alkaline_Phosphatase_Level": 104.801305, + "Alanine_Aminotransferase_Level": 22.92612764, + "Aspartate_Aminotransferase_Level": 28.02474558, + "Creatinine_Level": 0.683438116, + "LDH_Level": 128.4447878, + "Calcium_Level": 8.179902088, + "Phosphorus_Level": 4.706435144, + "Glucose_Level": 128.8215227, + "Potassium_Level": 4.538508125, + "Sodium_Level": 137.4254816, + "Smoking_Pack_Years": 96.51997403 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.45558416, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.87351604, + "White_Blood_Cell_Count": 6.827171123, + "Platelet_Count": 299.4766552, + "Albumin_Level": 4.032898904, + "Alkaline_Phosphatase_Level": 77.26171944, + "Alanine_Aminotransferase_Level": 39.47781137, + "Aspartate_Aminotransferase_Level": 18.71862953, + "Creatinine_Level": 0.809669061, + "LDH_Level": 177.2439002, + "Calcium_Level": 8.769475374, + "Phosphorus_Level": 3.639428904, + "Glucose_Level": 91.67987415, + "Potassium_Level": 3.91793659, + "Sodium_Level": 140.8508854, + "Smoking_Pack_Years": 73.27154137 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.60047373, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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4.81915554, + "Sodium_Level": 136.4029948, + "Smoking_Pack_Years": 84.24715103 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.07496311, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.04203141, + "White_Blood_Cell_Count": 7.405885109, + "Platelet_Count": 312.888402, + "Albumin_Level": 4.298308191, + "Alkaline_Phosphatase_Level": 49.5998746, + "Alanine_Aminotransferase_Level": 17.58952705, + "Aspartate_Aminotransferase_Level": 31.6793807, + "Creatinine_Level": 1.426876753, + "LDH_Level": 226.5012581, + "Calcium_Level": 8.398920082, + "Phosphorus_Level": 4.057740561, + "Glucose_Level": 70.69777154, + "Potassium_Level": 4.300103353, + "Sodium_Level": 143.029365, + "Smoking_Pack_Years": 46.74242624 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.82574704, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.39791197, + "White_Blood_Cell_Count": 3.620860206, + "Platelet_Count": 250.5929124, + "Albumin_Level": 3.317760928, + "Alkaline_Phosphatase_Level": 86.58643739, + "Alanine_Aminotransferase_Level": 32.96391681, + "Aspartate_Aminotransferase_Level": 11.88654398, + "Creatinine_Level": 1.029061839, + "LDH_Level": 181.7871748, + "Calcium_Level": 8.801544677, + "Phosphorus_Level": 3.484879883, + "Glucose_Level": 94.57683279, + "Potassium_Level": 4.460559844, + "Sodium_Level": 144.8093285, + "Smoking_Pack_Years": 45.99864846 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.59106045, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.51721164, + "White_Blood_Cell_Count": 3.501589272, + "Platelet_Count": 373.502001, + "Albumin_Level": 3.603700415, + "Alkaline_Phosphatase_Level": 32.56514835, + "Alanine_Aminotransferase_Level": 27.74064175, + "Aspartate_Aminotransferase_Level": 44.31406684, + "Creatinine_Level": 1.15812055, + "LDH_Level": 216.5212733, + "Calcium_Level": 9.531495856, + "Phosphorus_Level": 4.268628599, + "Glucose_Level": 79.23303502, + "Potassium_Level": 4.527118571, + "Sodium_Level": 135.1102097, + "Smoking_Pack_Years": 96.43448734 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.2628437, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.75309375, + "White_Blood_Cell_Count": 8.04288699, + "Platelet_Count": 153.9641447, + "Albumin_Level": 3.297620669, + "Alkaline_Phosphatase_Level": 46.43279474, + "Alanine_Aminotransferase_Level": 10.11573465, + "Aspartate_Aminotransferase_Level": 48.50883197, + "Creatinine_Level": 0.726518642, + "LDH_Level": 185.2772058, + "Calcium_Level": 9.297319707, + "Phosphorus_Level": 4.708576101, + "Glucose_Level": 75.12909026, + "Potassium_Level": 4.211060765, + "Sodium_Level": 144.1153449, + "Smoking_Pack_Years": 47.82755451 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.6368128, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.4465353, + "White_Blood_Cell_Count": 7.458250279, + "Platelet_Count": 347.674512, + "Albumin_Level": 3.821637013, + "Alkaline_Phosphatase_Level": 40.10755922, + "Alanine_Aminotransferase_Level": 18.73024279, + "Aspartate_Aminotransferase_Level": 41.02757386, + "Creatinine_Level": 0.692328144, + "LDH_Level": 230.6715649, + "Calcium_Level": 8.80928104, + "Phosphorus_Level": 3.844916684, + "Glucose_Level": 95.97469039, + "Potassium_Level": 4.275934894, + "Sodium_Level": 142.9115891, + "Smoking_Pack_Years": 27.7457796 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.23132654, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.79684487, + "White_Blood_Cell_Count": 5.43681692, + "Platelet_Count": 261.1080783, + "Albumin_Level": 4.03010608, + "Alkaline_Phosphatase_Level": 95.29112436, + "Alanine_Aminotransferase_Level": 11.94350863, + "Aspartate_Aminotransferase_Level": 36.60335341, + "Creatinine_Level": 0.510555375, + "LDH_Level": 243.8475808, + "Calcium_Level": 9.973156766, + "Phosphorus_Level": 2.712544033, + 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50.45012115, + "Alanine_Aminotransferase_Level": 36.79703766, + "Aspartate_Aminotransferase_Level": 26.49926767, + "Creatinine_Level": 1.372219045, + "LDH_Level": 102.8947397, + "Calcium_Level": 9.933843548, + "Phosphorus_Level": 4.922319821, + "Glucose_Level": 126.0179566, + "Potassium_Level": 4.98158617, + "Sodium_Level": 138.9892868, + "Smoking_Pack_Years": 19.46303771 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.99962015, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.1152478, + "White_Blood_Cell_Count": 5.868603315, + "Platelet_Count": 254.1031864, + "Albumin_Level": 3.30637585, + "Alkaline_Phosphatase_Level": 51.99261184, + "Alanine_Aminotransferase_Level": 26.52001303, + "Aspartate_Aminotransferase_Level": 34.61231, + "Creatinine_Level": 1.101634566, + "LDH_Level": 138.6319693, + "Calcium_Level": 8.068974163, + "Phosphorus_Level": 3.022744864, + "Glucose_Level": 144.4100121, + "Potassium_Level": 3.891503884, + "Sodium_Level": 142.6290076, + "Smoking_Pack_Years": 56.00401991 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.05327353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.63143207, + "White_Blood_Cell_Count": 3.681486177, + "Platelet_Count": 329.3718727, + "Albumin_Level": 3.776985302, + "Alkaline_Phosphatase_Level": 61.27313206, + "Alanine_Aminotransferase_Level": 7.193302334, + "Aspartate_Aminotransferase_Level": 46.18897461, + "Creatinine_Level": 0.611054255, + "LDH_Level": 237.7108386, + "Calcium_Level": 9.826432134, + "Phosphorus_Level": 3.684996472, + "Glucose_Level": 118.345201, + "Potassium_Level": 4.69969857, + "Sodium_Level": 138.7587831, + "Smoking_Pack_Years": 94.31982405 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.03525347, + "Tumor_Location": 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115.9922284, + "Potassium_Level": 4.419589309, + "Sodium_Level": 137.1922554, + "Smoking_Pack_Years": 76.05307285 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.66296479, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.50467124, + "White_Blood_Cell_Count": 5.560710192, + "Platelet_Count": 175.4638391, + "Albumin_Level": 4.228311547, + "Alkaline_Phosphatase_Level": 78.25273385, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.23839803, + "White_Blood_Cell_Count": 6.918214394, + "Platelet_Count": 408.9917121, + "Albumin_Level": 3.826170392, + "Alkaline_Phosphatase_Level": 119.9810955, + "Alanine_Aminotransferase_Level": 11.16179625, + "Aspartate_Aminotransferase_Level": 43.44606539, + "Creatinine_Level": 0.730102992, + "LDH_Level": 155.9281045, + "Calcium_Level": 9.936632914, + "Phosphorus_Level": 4.727819943, + "Glucose_Level": 148.2863316, + "Potassium_Level": 3.904080367, + "Sodium_Level": 140.3929138, + "Smoking_Pack_Years": 10.91234247 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.57382268, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.14716822, + "White_Blood_Cell_Count": 8.946978117, + "Platelet_Count": 204.4166091, + "Albumin_Level": 4.655719382, + "Alkaline_Phosphatase_Level": 49.88635984, + "Alanine_Aminotransferase_Level": 30.02025854, + "Aspartate_Aminotransferase_Level": 14.38561292, + "Creatinine_Level": 1.443240966, + "LDH_Level": 138.4243141, + "Calcium_Level": 10.32803445, + "Phosphorus_Level": 2.67509658, + "Glucose_Level": 146.6207911, + "Potassium_Level": 4.017137255, + "Sodium_Level": 136.0026359, + "Smoking_Pack_Years": 20.66299007 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.47667887, + "White_Blood_Cell_Count": 5.696510429, + "Platelet_Count": 271.7593027, + "Albumin_Level": 4.616671425, + "Alkaline_Phosphatase_Level": 57.92750161, + "Alanine_Aminotransferase_Level": 9.395661327, + "Aspartate_Aminotransferase_Level": 15.8636858, + "Creatinine_Level": 1.490414593, + "LDH_Level": 184.9867366, + "Calcium_Level": 10.10241515, + "Phosphorus_Level": 4.099651224, + "Glucose_Level": 127.1827541, + "Potassium_Level": 3.828724837, + "Sodium_Level": 135.7177072, + "Smoking_Pack_Years": 4.288129822 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.68801255, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.51997026, + "White_Blood_Cell_Count": 9.14890145, + "Platelet_Count": 238.4377895, + "Albumin_Level": 3.599723191, + "Alkaline_Phosphatase_Level": 53.34845359, + "Alanine_Aminotransferase_Level": 34.43987742, + "Aspartate_Aminotransferase_Level": 25.68048066, + "Creatinine_Level": 1.281077601, + "LDH_Level": 113.53203, + "Calcium_Level": 8.476187263, + "Phosphorus_Level": 3.614029004, + "Glucose_Level": 75.94205188, + "Potassium_Level": 3.730446248, + "Sodium_Level": 140.443256, + "Smoking_Pack_Years": 37.68731131 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.13335433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.1188693, + "White_Blood_Cell_Count": 4.884196017, + "Platelet_Count": 181.6468231, + "Albumin_Level": 4.019634419, + "Alkaline_Phosphatase_Level": 80.42591789, + "Alanine_Aminotransferase_Level": 24.89435439, + "Aspartate_Aminotransferase_Level": 38.67322071, + "Creatinine_Level": 0.937348267, + "LDH_Level": 198.7111747, + "Calcium_Level": 8.468521936, + "Phosphorus_Level": 2.864333886, + "Glucose_Level": 136.0997695, + "Potassium_Level": 4.572207467, + "Sodium_Level": 143.3273097, + "Smoking_Pack_Years": 37.38192105 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.60065706, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.21738037, + "White_Blood_Cell_Count": 6.428622517, + "Platelet_Count": 281.4097668, + "Albumin_Level": 3.116003325, + "Alkaline_Phosphatase_Level": 54.94290137, + "Alanine_Aminotransferase_Level": 25.66504112, + "Aspartate_Aminotransferase_Level": 44.588609, + "Creatinine_Level": 1.161548145, + "LDH_Level": 249.6095629, + "Calcium_Level": 9.342228064, + "Phosphorus_Level": 4.189620511, + "Glucose_Level": 101.1021251, + "Potassium_Level": 3.890767434, + "Sodium_Level": 136.008332, + "Smoking_Pack_Years": 29.92686797 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.88716276, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.99249321, + "White_Blood_Cell_Count": 8.046453498, + "Platelet_Count": 386.0653072, + "Albumin_Level": 4.941724955, + "Alkaline_Phosphatase_Level": 81.58918486, + "Alanine_Aminotransferase_Level": 22.00221688, + "Aspartate_Aminotransferase_Level": 14.9315472, + "Creatinine_Level": 1.335380805, + "LDH_Level": 199.4343737, + "Calcium_Level": 9.212906471, + "Phosphorus_Level": 4.66311855, + "Glucose_Level": 91.57885376, + "Potassium_Level": 4.404403836, + "Sodium_Level": 137.5592447, + "Smoking_Pack_Years": 91.78578626 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.4331692, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.36655222, + "White_Blood_Cell_Count": 9.259343793, + "Platelet_Count": 161.6538478, + "Albumin_Level": 3.527359072, + "Alkaline_Phosphatase_Level": 32.82575127, + "Alanine_Aminotransferase_Level": 26.43572653, + "Aspartate_Aminotransferase_Level": 40.97754013, + "Creatinine_Level": 0.545422611, + "LDH_Level": 138.0015297, + "Calcium_Level": 8.854958326, + "Phosphorus_Level": 4.743269006, + "Glucose_Level": 89.39274405, + "Potassium_Level": 4.719614733, + "Sodium_Level": 135.2241462, + "Smoking_Pack_Years": 35.45863559 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.83479312, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.45711919, + "White_Blood_Cell_Count": 7.554864521, + "Platelet_Count": 390.7129493, + "Albumin_Level": 4.058050736, + "Alkaline_Phosphatase_Level": 70.36243533, + "Alanine_Aminotransferase_Level": 19.11019634, + "Aspartate_Aminotransferase_Level": 30.40920887, + "Creatinine_Level": 1.306292954, + "LDH_Level": 131.8144358, + "Calcium_Level": 9.999770903, + "Phosphorus_Level": 3.357376177, + "Glucose_Level": 73.98467867, + "Potassium_Level": 4.901106936, + "Sodium_Level": 137.8299587, + "Smoking_Pack_Years": 28.31630303 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.83830995, + "White_Blood_Cell_Count": 5.925929808, + "Platelet_Count": 184.0064277, + "Albumin_Level": 3.786278259, + "Alkaline_Phosphatase_Level": 52.58937271, + "Alanine_Aminotransferase_Level": 32.20972163, + "Aspartate_Aminotransferase_Level": 40.41908999, + "Creatinine_Level": 0.667077505, + "LDH_Level": 197.3193441, + "Calcium_Level": 9.291494458, + "Phosphorus_Level": 2.685721317, + "Glucose_Level": 121.8337345, + "Potassium_Level": 3.796179552, + "Sodium_Level": 141.3220809, + "Smoking_Pack_Years": 3.285727689 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.55081469, + "White_Blood_Cell_Count": 6.738833342, + "Platelet_Count": 346.4783288, + "Albumin_Level": 4.059201258, + "Alkaline_Phosphatase_Level": 52.24346716, + "Alanine_Aminotransferase_Level": 33.22836264, + "Aspartate_Aminotransferase_Level": 45.17389033, + "Creatinine_Level": 0.686451875, + "LDH_Level": 220.6529155, + "Calcium_Level": 8.274431022, + "Phosphorus_Level": 3.15962015, + "Glucose_Level": 119.6893766, + "Potassium_Level": 3.880574419, + "Sodium_Level": 143.6145666, + "Smoking_Pack_Years": 38.88329977 + }, + { + "Age": 37, + "Gender": 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164.9244115, + "Calcium_Level": 9.201106264, + "Phosphorus_Level": 4.21849903, + "Glucose_Level": 86.12023549, + "Potassium_Level": 4.206036429, + "Sodium_Level": 136.4615499, + "Smoking_Pack_Years": 63.21241458 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.7665677, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.57874992, + "White_Blood_Cell_Count": 5.906466961, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.53825615, + "White_Blood_Cell_Count": 8.365409297, + "Platelet_Count": 337.0829588, + "Albumin_Level": 3.603693728, + "Alkaline_Phosphatase_Level": 41.73255645, + "Alanine_Aminotransferase_Level": 14.81597909, + "Aspartate_Aminotransferase_Level": 34.63267663, + "Creatinine_Level": 1.098837531, + "LDH_Level": 125.9427029, + "Calcium_Level": 9.960399811, + "Phosphorus_Level": 4.325460881, + "Glucose_Level": 124.3162231, + "Potassium_Level": 3.523305266, + "Sodium_Level": 139.0951395, + "Smoking_Pack_Years": 57.56039091 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.90135794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", 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{ + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.76539537, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.68662333, + "White_Blood_Cell_Count": 4.912548888, + "Platelet_Count": 187.8231639, + "Albumin_Level": 4.660692448, + "Alkaline_Phosphatase_Level": 43.74824659, + "Alanine_Aminotransferase_Level": 12.72954128, + "Aspartate_Aminotransferase_Level": 47.48064076, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.36055627, + "White_Blood_Cell_Count": 3.65837158, + "Platelet_Count": 355.6606775, + "Albumin_Level": 4.20672976, + "Alkaline_Phosphatase_Level": 38.76935349, + "Alanine_Aminotransferase_Level": 16.4361153, + "Aspartate_Aminotransferase_Level": 39.987828, + "Creatinine_Level": 1.49906766, + "LDH_Level": 145.8840353, + "Calcium_Level": 9.671370081, + "Phosphorus_Level": 2.59401629, + "Glucose_Level": 130.1611951, + "Potassium_Level": 4.79499042, + "Sodium_Level": 143.7807183, + "Smoking_Pack_Years": 49.75044794 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.30058865, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.88130839, + "White_Blood_Cell_Count": 3.632678895, + "Platelet_Count": 405.3900679, + "Albumin_Level": 3.166395409, + "Alkaline_Phosphatase_Level": 52.30915397, + "Alanine_Aminotransferase_Level": 23.42508083, + "Aspartate_Aminotransferase_Level": 13.84537066, + "Creatinine_Level": 0.827125906, + "LDH_Level": 103.3409081, + "Calcium_Level": 8.782095949, + "Phosphorus_Level": 4.091977406, + "Glucose_Level": 131.1750216, + "Potassium_Level": 4.257414477, + "Sodium_Level": 140.1012347, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.63708421, + "White_Blood_Cell_Count": 5.349249823, + "Platelet_Count": 351.1381765, + "Albumin_Level": 4.400194175, + "Alkaline_Phosphatase_Level": 95.36245968, + "Alanine_Aminotransferase_Level": 24.60613899, + "Aspartate_Aminotransferase_Level": 28.93636875, + "Creatinine_Level": 1.172227291, + "LDH_Level": 192.5957562, + "Calcium_Level": 9.070889412, + "Phosphorus_Level": 2.647222502, + "Glucose_Level": 93.7973939, + "Potassium_Level": 4.924634029, + "Sodium_Level": 139.6796662, + "Smoking_Pack_Years": 23.80712085 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.38231008, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 47.86738625, + "Creatinine_Level": 0.748000101, + "LDH_Level": 222.3177676, + "Calcium_Level": 10.18437519, + "Phosphorus_Level": 3.382454702, + "Glucose_Level": 86.62860741, + "Potassium_Level": 3.969657603, + "Sodium_Level": 141.8741742, + "Smoking_Pack_Years": 50.50609175 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.25279814, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.64897679, + "White_Blood_Cell_Count": 7.204241995, + "Platelet_Count": 350.3391792, + "Albumin_Level": 3.004727933, + "Alkaline_Phosphatase_Level": 107.2856401, + "Alanine_Aminotransferase_Level": 39.56774008, + "Aspartate_Aminotransferase_Level": 21.82172882, + "Creatinine_Level": 0.782618431, + "LDH_Level": 104.3677781, + "Calcium_Level": 9.120002507, + "Phosphorus_Level": 4.305188095, + "Glucose_Level": 70.13081023, + "Potassium_Level": 4.030151041, + "Sodium_Level": 139.513776, + "Smoking_Pack_Years": 25.83305721 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.487135, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.19580812, + "White_Blood_Cell_Count": 9.339991567, + "Platelet_Count": 292.0415936, + "Albumin_Level": 3.501444953, + "Alkaline_Phosphatase_Level": 117.7030109, + "Alanine_Aminotransferase_Level": 23.48364809, + "Aspartate_Aminotransferase_Level": 14.34514663, + "Creatinine_Level": 0.50410858, + "LDH_Level": 200.924084, + "Calcium_Level": 8.83867833, + "Phosphorus_Level": 4.298510303, + "Glucose_Level": 115.9213784, + "Potassium_Level": 3.529292161, + "Sodium_Level": 138.5470812, + "Smoking_Pack_Years": 84.30538538 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.06947029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.26687818, + "White_Blood_Cell_Count": 5.809780981, + "Platelet_Count": 414.0200928, + "Albumin_Level": 4.003850778, + "Alkaline_Phosphatase_Level": 57.58890376, + "Alanine_Aminotransferase_Level": 36.11702465, + "Aspartate_Aminotransferase_Level": 47.15737759, + "Creatinine_Level": 1.091558747, + "LDH_Level": 194.4653427, + "Calcium_Level": 10.12896594, + "Phosphorus_Level": 3.661283664, + "Glucose_Level": 89.54346248, + "Potassium_Level": 3.507006746, + "Sodium_Level": 138.6333387, + "Smoking_Pack_Years": 9.078191672 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.93345036, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.2324641, + "White_Blood_Cell_Count": 4.443531222, + "Platelet_Count": 391.7661629, + "Albumin_Level": 4.613348967, + "Alkaline_Phosphatase_Level": 67.35368256, + "Alanine_Aminotransferase_Level": 24.92717443, + "Aspartate_Aminotransferase_Level": 25.57666539, + "Creatinine_Level": 0.654161519, + "LDH_Level": 128.5397915, + "Calcium_Level": 10.10037505, + "Phosphorus_Level": 2.550964496, + "Glucose_Level": 109.6498452, + "Potassium_Level": 3.530849969, + "Sodium_Level": 144.5411381, + "Smoking_Pack_Years": 85.94341549 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.53349631, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.36289254, + "White_Blood_Cell_Count": 5.694166683, + "Platelet_Count": 178.9181071, + "Albumin_Level": 4.430983457, + "Alkaline_Phosphatase_Level": 75.8332238, + "Alanine_Aminotransferase_Level": 17.17769053, + "Aspartate_Aminotransferase_Level": 10.06295196, + "Creatinine_Level": 1.114028606, + "LDH_Level": 100.091731, + "Calcium_Level": 8.757940604, + "Phosphorus_Level": 4.422313927, + "Glucose_Level": 91.07654764, + "Potassium_Level": 3.760189439, + "Sodium_Level": 139.998371, + "Smoking_Pack_Years": 58.02884249 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.05325085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.23766268, + "White_Blood_Cell_Count": 8.546442268, + "Platelet_Count": 184.8211005, + "Albumin_Level": 3.640990315, + "Alkaline_Phosphatase_Level": 58.25151217, + "Alanine_Aminotransferase_Level": 32.56014472, + "Aspartate_Aminotransferase_Level": 33.70568699, + "Creatinine_Level": 1.19226237, + "LDH_Level": 148.85791, + "Calcium_Level": 9.578476674, + "Phosphorus_Level": 3.14572008, + "Glucose_Level": 144.6956728, + "Potassium_Level": 4.908230899, + "Sodium_Level": 143.9589307, + "Smoking_Pack_Years": 96.28765765 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.71682416, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.6687868, + "White_Blood_Cell_Count": 7.344393092, + "Platelet_Count": 291.4268951, + "Albumin_Level": 4.361873858, + "Alkaline_Phosphatase_Level": 98.78959307, + "Alanine_Aminotransferase_Level": 15.19605223, + "Aspartate_Aminotransferase_Level": 28.81624465, + "Creatinine_Level": 1.459426106, + "LDH_Level": 244.9067551, + "Calcium_Level": 8.892023086, + "Phosphorus_Level": 2.921267881, + "Glucose_Level": 112.0256545, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 29.53906119, + "Aspartate_Aminotransferase_Level": 32.5013877, + "Creatinine_Level": 0.79461837, + "LDH_Level": 154.5075205, + "Calcium_Level": 8.747492095, + "Phosphorus_Level": 4.876361776, + "Glucose_Level": 141.7000737, + "Potassium_Level": 4.405669439, + "Sodium_Level": 143.8198408, + "Smoking_Pack_Years": 43.14897883 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.22681194, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.78439516, + "White_Blood_Cell_Count": 5.332343496, + "Platelet_Count": 393.709273, + "Albumin_Level": 3.066199288, + "Alkaline_Phosphatase_Level": 72.62335589, + "Alanine_Aminotransferase_Level": 37.59852206, + "Aspartate_Aminotransferase_Level": 31.94020718, + "Creatinine_Level": 0.928635374, + "LDH_Level": 155.3191907, + "Calcium_Level": 9.337476788, + "Phosphorus_Level": 3.667873903, + "Glucose_Level": 99.49316253, + "Potassium_Level": 4.342498275, + "Sodium_Level": 135.9019882, + "Smoking_Pack_Years": 16.42498522 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.48246304, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.86235021, + "White_Blood_Cell_Count": 6.824572475, + "Platelet_Count": 301.3098514, + "Albumin_Level": 4.082465764, + "Alkaline_Phosphatase_Level": 68.16399694, + "Alanine_Aminotransferase_Level": 23.10870968, + "Aspartate_Aminotransferase_Level": 36.79568029, + "Creatinine_Level": 1.284575399, + "LDH_Level": 218.9070794, + "Calcium_Level": 9.953777181, + "Phosphorus_Level": 2.930301262, + "Glucose_Level": 120.8365613, + "Potassium_Level": 4.07763851, + "Sodium_Level": 138.9757132, + "Smoking_Pack_Years": 90.33046232 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.21790638, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.75594318, + "White_Blood_Cell_Count": 3.811729751, + "Platelet_Count": 189.1014626, + "Albumin_Level": 4.882150878, + "Alkaline_Phosphatase_Level": 36.90137463, + "Alanine_Aminotransferase_Level": 20.67514403, + "Aspartate_Aminotransferase_Level": 43.43774109, + "Creatinine_Level": 0.637248119, + "LDH_Level": 217.2631347, + "Calcium_Level": 8.579002367, + "Phosphorus_Level": 4.744204944, + "Glucose_Level": 105.7670282, + "Potassium_Level": 4.962676479, + "Sodium_Level": 139.0186411, + "Smoking_Pack_Years": 84.09893125 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.30828762, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.98382638, + "White_Blood_Cell_Count": 8.140222159, + "Platelet_Count": 154.2974415, + "Albumin_Level": 4.287312631, + "Alkaline_Phosphatase_Level": 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122, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.65668633, + "White_Blood_Cell_Count": 8.554169526, + "Platelet_Count": 360.6972733, + "Albumin_Level": 3.610581489, + "Alkaline_Phosphatase_Level": 111.0366074, + "Alanine_Aminotransferase_Level": 26.93819606, + "Aspartate_Aminotransferase_Level": 28.5004199, + "Creatinine_Level": 1.213776663, + "LDH_Level": 203.4318509, + "Calcium_Level": 10.24256553, + "Phosphorus_Level": 4.65608462, + "Glucose_Level": 118.0646859, + "Potassium_Level": 3.903543313, + "Sodium_Level": 143.140042, + "Smoking_Pack_Years": 71.09816359 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.90784344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.95459635, + "White_Blood_Cell_Count": 6.63970102, + "Platelet_Count": 251.2904012, + "Albumin_Level": 4.579890545, + "Alkaline_Phosphatase_Level": 85.07334633, + "Alanine_Aminotransferase_Level": 34.66493497, + "Aspartate_Aminotransferase_Level": 17.31013417, + "Creatinine_Level": 1.441041342, + "LDH_Level": 206.8825486, + "Calcium_Level": 8.407589821, + "Phosphorus_Level": 4.68789772, + "Glucose_Level": 73.46436399, + "Potassium_Level": 4.698235754, + "Sodium_Level": 139.4221129, + "Smoking_Pack_Years": 28.55548112 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.56924986, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.95216506, + "White_Blood_Cell_Count": 9.571522995, + "Platelet_Count": 191.0393579, + "Albumin_Level": 3.686361571, + "Alkaline_Phosphatase_Level": 108.7274952, + "Alanine_Aminotransferase_Level": 28.11775368, + "Aspartate_Aminotransferase_Level": 32.10643098, + "Creatinine_Level": 1.445610967, + "LDH_Level": 193.6416272, + "Calcium_Level": 9.990147829, + "Phosphorus_Level": 3.311158642, + "Glucose_Level": 101.5789615, + "Potassium_Level": 3.701548172, + "Sodium_Level": 143.470856, + "Smoking_Pack_Years": 58.41703518 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.54429168, + "Tumor_Location": 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128.7060383, + "Potassium_Level": 3.708451922, + "Sodium_Level": 138.7359478, + "Smoking_Pack_Years": 35.14890931 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.93183721, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.94269698, + "White_Blood_Cell_Count": 9.355280801, + "Platelet_Count": 230.5843727, + "Albumin_Level": 4.546935628, + "Alkaline_Phosphatase_Level": 83.57935897, + "Alanine_Aminotransferase_Level": 15.59574095, + "Aspartate_Aminotransferase_Level": 21.50601753, + "Creatinine_Level": 0.790889936, + "LDH_Level": 178.677953, + "Calcium_Level": 10.15061725, + "Phosphorus_Level": 3.335955705, + "Glucose_Level": 135.8025694, + "Potassium_Level": 4.506932164, + "Sodium_Level": 138.128254, + "Smoking_Pack_Years": 94.87943869 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.60507267, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.97215571, + "White_Blood_Cell_Count": 7.951388024, + "Platelet_Count": 412.1571717, + "Albumin_Level": 4.947963451, + "Alkaline_Phosphatase_Level": 61.32829066, + "Alanine_Aminotransferase_Level": 9.669767271, + "Aspartate_Aminotransferase_Level": 21.60697405, + "Creatinine_Level": 1.435246934, + "LDH_Level": 247.6953945, + "Calcium_Level": 10.05343991, + "Phosphorus_Level": 3.794513532, + "Glucose_Level": 81.60750501, + "Potassium_Level": 4.028544107, + "Sodium_Level": 138.9841301, + "Smoking_Pack_Years": 4.220844767 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.85712714, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.69173605, + "White_Blood_Cell_Count": 5.666880726, + "Platelet_Count": 171.4630184, + "Albumin_Level": 4.631429039, + "Alkaline_Phosphatase_Level": 41.79040291, + "Alanine_Aminotransferase_Level": 20.01416482, + "Aspartate_Aminotransferase_Level": 25.41179861, + "Creatinine_Level": 0.795613626, + "LDH_Level": 155.1337657, + "Calcium_Level": 10.22556352, + "Phosphorus_Level": 4.794462149, + "Glucose_Level": 76.40112532, + "Potassium_Level": 3.848897136, + "Sodium_Level": 138.2273448, + "Smoking_Pack_Years": 57.97561814 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.76727817, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.90652778, + "White_Blood_Cell_Count": 8.388504169, + "Platelet_Count": 313.3512646, + "Albumin_Level": 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"Tumor_Size_mm": 18.73998906, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.02729529, + "White_Blood_Cell_Count": 8.120126978, + "Platelet_Count": 387.2079386, + "Albumin_Level": 4.459930154, + "Alkaline_Phosphatase_Level": 62.30774685, + "Alanine_Aminotransferase_Level": 32.12874061, + "Aspartate_Aminotransferase_Level": 23.93311893, + "Creatinine_Level": 0.688793802, + "LDH_Level": 167.4054743, + "Calcium_Level": 9.086941213, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.13965558, + "White_Blood_Cell_Count": 6.184344437, + "Platelet_Count": 159.7827085, + "Albumin_Level": 4.152471664, + "Alkaline_Phosphatase_Level": 85.15170175, + "Alanine_Aminotransferase_Level": 6.18820024, + "Aspartate_Aminotransferase_Level": 16.37950343, + "Creatinine_Level": 1.166636086, + "LDH_Level": 112.4337814, + "Calcium_Level": 9.615732341, + "Phosphorus_Level": 4.68890496, + "Glucose_Level": 111.0315307, + "Potassium_Level": 3.593643607, + "Sodium_Level": 142.5405171, + "Smoking_Pack_Years": 57.55381172 + }, + { + "Age": 43, + "Gender": "Male", 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193.6249273, + "Calcium_Level": 9.475352313, + "Phosphorus_Level": 2.665501688, + "Glucose_Level": 93.43370794, + "Potassium_Level": 3.666333766, + "Sodium_Level": 136.6120161, + "Smoking_Pack_Years": 63.48620405 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.9567002, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.02317793, + "White_Blood_Cell_Count": 3.978517049, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.5138448, + "White_Blood_Cell_Count": 9.695422036, + "Platelet_Count": 153.7958608, + "Albumin_Level": 4.896472758, + "Alkaline_Phosphatase_Level": 34.82131809, + "Alanine_Aminotransferase_Level": 31.69702102, + "Aspartate_Aminotransferase_Level": 22.93725106, + "Creatinine_Level": 1.067408796, + "LDH_Level": 125.2970983, + "Calcium_Level": 8.706923039, + "Phosphorus_Level": 3.905736295, + "Glucose_Level": 78.96875749, + "Potassium_Level": 3.722470245, + "Sodium_Level": 144.712221, + "Smoking_Pack_Years": 41.51501214 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.24261889, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": 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59.07781288 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.26918619, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.82884428, + "White_Blood_Cell_Count": 5.980097783, + "Platelet_Count": 320.3875096, + "Albumin_Level": 4.937864109, + "Alkaline_Phosphatase_Level": 41.60727196, + "Alanine_Aminotransferase_Level": 37.42863567, + "Aspartate_Aminotransferase_Level": 31.69549673, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.18279643, + "White_Blood_Cell_Count": 4.016436293, + "Platelet_Count": 393.8522656, + "Albumin_Level": 3.197790552, + "Alkaline_Phosphatase_Level": 102.0100011, + "Alanine_Aminotransferase_Level": 28.19929674, + "Aspartate_Aminotransferase_Level": 34.41358118, + "Creatinine_Level": 1.09679849, + "LDH_Level": 194.1549392, + "Calcium_Level": 8.299955576, + "Phosphorus_Level": 3.300360625, + "Glucose_Level": 133.0607714, + "Potassium_Level": 3.86379629, + "Sodium_Level": 141.3582215, + "Smoking_Pack_Years": 19.97495666 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.61936744, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.21282495, + "White_Blood_Cell_Count": 4.99717537, + "Platelet_Count": 201.9754621, + "Albumin_Level": 3.01627727, + "Alkaline_Phosphatase_Level": 44.87987412, + "Alanine_Aminotransferase_Level": 21.66897941, + "Aspartate_Aminotransferase_Level": 33.76654356, + "Creatinine_Level": 0.92977241, + "LDH_Level": 180.442729, + "Calcium_Level": 8.505478427, + "Phosphorus_Level": 4.973809132, + "Glucose_Level": 104.271899, + "Potassium_Level": 3.762729897, + "Sodium_Level": 137.8432778, + "Smoking_Pack_Years": 4.752451356 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.95353988, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.3677012, + "White_Blood_Cell_Count": 6.090779815, + "Platelet_Count": 436.936056, + "Albumin_Level": 3.930237419, + "Alkaline_Phosphatase_Level": 42.13253471, + "Alanine_Aminotransferase_Level": 19.57848454, + "Aspartate_Aminotransferase_Level": 46.61131214, + "Creatinine_Level": 0.944127794, + "LDH_Level": 110.8924727, + "Calcium_Level": 8.357800271, + "Phosphorus_Level": 3.607021783, + "Glucose_Level": 143.7973153, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 6.614918567, + "Aspartate_Aminotransferase_Level": 39.58598239, + "Creatinine_Level": 1.465682811, + "LDH_Level": 188.1983241, + "Calcium_Level": 9.353749236, + "Phosphorus_Level": 3.867371284, + "Glucose_Level": 120.9169435, + "Potassium_Level": 3.919212282, + "Sodium_Level": 136.5145935, + "Smoking_Pack_Years": 42.95394896 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.38061877, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.75205328, + "White_Blood_Cell_Count": 5.906920005, + "Platelet_Count": 294.1573937, + "Albumin_Level": 3.36414103, + "Alkaline_Phosphatase_Level": 102.9633288, + "Alanine_Aminotransferase_Level": 28.50173246, + "Aspartate_Aminotransferase_Level": 45.90266093, + "Creatinine_Level": 0.974340618, + "LDH_Level": 116.5013626, + "Calcium_Level": 9.737062674, + "Phosphorus_Level": 2.927174556, + "Glucose_Level": 123.5225851, + "Potassium_Level": 3.738906999, + "Sodium_Level": 139.6183204, + "Smoking_Pack_Years": 21.51204627 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.82253919, + "Tumor_Location": 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"Glucose_Level": 103.8350426, + "Potassium_Level": 3.857015078, + "Sodium_Level": 142.1077653, + "Smoking_Pack_Years": 34.54544372 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.18736346, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.77104939, + "White_Blood_Cell_Count": 3.655690834, + "Platelet_Count": 208.8812212, + "Albumin_Level": 3.643445437, + "Alkaline_Phosphatase_Level": 111.9971727, + "Alanine_Aminotransferase_Level": 15.22339711, + "Aspartate_Aminotransferase_Level": 39.99382453, + "Creatinine_Level": 0.75241846, + "LDH_Level": 178.625852, + "Calcium_Level": 10.11417718, + "Phosphorus_Level": 4.713672167, + "Glucose_Level": 99.04845919, + "Potassium_Level": 4.52308939, + "Sodium_Level": 136.2220763, + "Smoking_Pack_Years": 71.44845575 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.69027518, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Tumor_Size_mm": 61.3966187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.21742775, + "White_Blood_Cell_Count": 3.849392171, + "Platelet_Count": 160.505375, + "Albumin_Level": 3.818060744, + "Alkaline_Phosphatase_Level": 58.70639229, + "Alanine_Aminotransferase_Level": 31.70630134, + "Aspartate_Aminotransferase_Level": 25.59612479, + "Creatinine_Level": 0.507617484, + "LDH_Level": 177.7597648, + "Calcium_Level": 10.02226935, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.52546539, + "White_Blood_Cell_Count": 7.218433675, + "Platelet_Count": 340.1565361, + "Albumin_Level": 4.291110429, + "Alkaline_Phosphatase_Level": 41.50351179, + "Alanine_Aminotransferase_Level": 16.27395038, + "Aspartate_Aminotransferase_Level": 13.70071572, + "Creatinine_Level": 1.188406462, + "LDH_Level": 102.5580575, + "Calcium_Level": 8.441688425, + "Phosphorus_Level": 4.628048687, + "Glucose_Level": 135.1632771, + "Potassium_Level": 4.461439311, + "Sodium_Level": 137.192379, + "Smoking_Pack_Years": 93.42410372 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.10693484, + "White_Blood_Cell_Count": 5.076938178, + "Platelet_Count": 443.7507434, + "Albumin_Level": 3.168978805, + "Alkaline_Phosphatase_Level": 40.06061388, + "Alanine_Aminotransferase_Level": 17.52985545, + "Aspartate_Aminotransferase_Level": 32.41689869, + "Creatinine_Level": 1.207007332, + "LDH_Level": 203.0429377, + "Calcium_Level": 9.947961695, + "Phosphorus_Level": 3.485779495, + "Glucose_Level": 89.47723006, + "Potassium_Level": 4.238765539, + "Sodium_Level": 138.9490476, + "Smoking_Pack_Years": 87.03120087 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.65323755, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.05011304, + "White_Blood_Cell_Count": 6.022597411, + "Platelet_Count": 177.3091867, + "Albumin_Level": 4.105983856, + "Alkaline_Phosphatase_Level": 43.74311709, + "Alanine_Aminotransferase_Level": 12.78646077, + "Aspartate_Aminotransferase_Level": 34.91417322, + "Creatinine_Level": 1.472545798, + "LDH_Level": 218.3914716, + "Calcium_Level": 8.444478701, + "Phosphorus_Level": 2.533101601, + "Glucose_Level": 99.88994428, + "Potassium_Level": 3.685495415, + "Sodium_Level": 142.5218748, + "Smoking_Pack_Years": 2.908297098 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.49646265, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.20151664, + "White_Blood_Cell_Count": 5.240300609, + "Platelet_Count": 321.4094736, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.05761529, + "White_Blood_Cell_Count": 6.522425212, + "Platelet_Count": 167.5707665, + "Albumin_Level": 3.585310845, + "Alkaline_Phosphatase_Level": 49.87836645, + "Alanine_Aminotransferase_Level": 14.04610873, + "Aspartate_Aminotransferase_Level": 26.33954388, + "Creatinine_Level": 0.837892957, + "LDH_Level": 215.8719846, + "Calcium_Level": 9.268509513, + "Phosphorus_Level": 3.428827546, + "Glucose_Level": 141.8460384, + "Potassium_Level": 3.808676078, + "Sodium_Level": 138.0746185, + "Smoking_Pack_Years": 52.39043807 + }, + { + "Age": 35, + "Gender": 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125.0296905, + "Calcium_Level": 8.796591303, + "Phosphorus_Level": 4.182949002, + "Glucose_Level": 92.62292339, + "Potassium_Level": 4.164965919, + "Sodium_Level": 142.2985467, + "Smoking_Pack_Years": 42.67023354 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.56851631, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.19057662, + "White_Blood_Cell_Count": 9.533297965, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.53691173, + "White_Blood_Cell_Count": 9.288794086, + "Platelet_Count": 425.7761613, + "Albumin_Level": 3.628765179, + "Alkaline_Phosphatase_Level": 99.87152752, + "Alanine_Aminotransferase_Level": 9.52804944, + "Aspartate_Aminotransferase_Level": 11.91824456, + "Creatinine_Level": 0.556362835, + "LDH_Level": 201.6335052, + "Calcium_Level": 8.602665216, + "Phosphorus_Level": 3.684185572, + "Glucose_Level": 115.3105425, + "Potassium_Level": 4.826839044, + "Sodium_Level": 136.2814808, + "Smoking_Pack_Years": 28.26388365 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.97627264, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.14427468, + "White_Blood_Cell_Count": 7.896640318, + "Platelet_Count": 178.6421486, + "Albumin_Level": 3.769898986, + "Alkaline_Phosphatase_Level": 88.29548301, + "Alanine_Aminotransferase_Level": 17.12726826, + "Aspartate_Aminotransferase_Level": 19.50749782, + "Creatinine_Level": 0.776909342, + "LDH_Level": 154.4094581, + "Calcium_Level": 9.597892384, + "Phosphorus_Level": 3.818961319, + "Glucose_Level": 115.9012627, + "Potassium_Level": 3.516111729, + "Sodium_Level": 136.4750487, + "Smoking_Pack_Years": 85.65235016 + }, + { 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1.002479699, + "LDH_Level": 243.4409187, + "Calcium_Level": 9.321897395, + "Phosphorus_Level": 4.424831649, + "Glucose_Level": 77.51060298, + "Potassium_Level": 4.499751182, + "Sodium_Level": 144.1918405, + "Smoking_Pack_Years": 80.94164458 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.789348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.71137046, + "White_Blood_Cell_Count": 6.795348351, + "Platelet_Count": 343.1125657, + "Albumin_Level": 3.663852709, + "Alkaline_Phosphatase_Level": 30.19275723, + "Alanine_Aminotransferase_Level": 38.7337415, + "Aspartate_Aminotransferase_Level": 23.40939972, + "Creatinine_Level": 1.452068334, + "LDH_Level": 147.4563053, + "Calcium_Level": 10.13481279, + "Phosphorus_Level": 3.368719225, + "Glucose_Level": 91.92223504, + "Potassium_Level": 4.089125454, + "Sodium_Level": 140.1129739, + "Smoking_Pack_Years": 45.00252182 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.54185265, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.20412779, + "White_Blood_Cell_Count": 8.136096113, + "Platelet_Count": 272.5308378, + "Albumin_Level": 3.036449695, + "Alkaline_Phosphatase_Level": 67.50550719, + "Alanine_Aminotransferase_Level": 26.0433981, + "Aspartate_Aminotransferase_Level": 16.57359403, + "Creatinine_Level": 1.099553162, + "LDH_Level": 181.6562722, + "Calcium_Level": 9.699845889, + "Phosphorus_Level": 2.82465685, + "Glucose_Level": 102.7644006, + "Potassium_Level": 4.869204378, + "Sodium_Level": 141.2740616, + "Smoking_Pack_Years": 11.9217854 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.5015766, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.09849456, + "White_Blood_Cell_Count": 9.679171843, + "Platelet_Count": 290.3109091, + "Albumin_Level": 3.968068201, + "Alkaline_Phosphatase_Level": 112.2242992, + "Alanine_Aminotransferase_Level": 18.7472339, + "Aspartate_Aminotransferase_Level": 32.33975143, + "Creatinine_Level": 0.981008923, + "LDH_Level": 115.718323, + "Calcium_Level": 9.220683428, + "Phosphorus_Level": 2.794640357, + "Glucose_Level": 93.39033098, + "Potassium_Level": 4.494839544, + "Sodium_Level": 142.6939241, + "Smoking_Pack_Years": 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"Creatinine_Level": 1.138664143, + "LDH_Level": 221.4265383, + "Calcium_Level": 10.40023772, + "Phosphorus_Level": 3.656727073, + "Glucose_Level": 105.4360832, + "Potassium_Level": 4.750498066, + "Sodium_Level": 143.0919968, + "Smoking_Pack_Years": 78.99506694 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.80920316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.10030046, + "White_Blood_Cell_Count": 8.190397083, + "Platelet_Count": 325.0755774, + "Albumin_Level": 4.00720698, + "Alkaline_Phosphatase_Level": 106.8282459, + "Alanine_Aminotransferase_Level": 39.88256835, + "Aspartate_Aminotransferase_Level": 28.23096547, + "Creatinine_Level": 1.034967097, + "LDH_Level": 249.0576126, + "Calcium_Level": 9.372139456, + "Phosphorus_Level": 2.777029404, + "Glucose_Level": 103.5203247, + "Potassium_Level": 3.787006149, + "Sodium_Level": 143.0802182, + "Smoking_Pack_Years": 40.20358565 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.46193084, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.36310913, + "White_Blood_Cell_Count": 9.919429871, + "Platelet_Count": 428.8636326, + "Albumin_Level": 4.685591775, + "Alkaline_Phosphatase_Level": 63.77902811, + "Alanine_Aminotransferase_Level": 36.28993692, + "Aspartate_Aminotransferase_Level": 30.9635872, + "Creatinine_Level": 1.483839363, + "LDH_Level": 114.5314201, + "Calcium_Level": 8.029658641, + "Phosphorus_Level": 3.371833911, + "Glucose_Level": 117.6137138, + "Potassium_Level": 4.690437636, + "Sodium_Level": 138.2776905, + "Smoking_Pack_Years": 78.90127083 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.93170373, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.38806061, + "White_Blood_Cell_Count": 5.150728157, + "Platelet_Count": 161.3972593, + "Albumin_Level": 3.728531638, + "Alkaline_Phosphatase_Level": 61.94292768, + "Alanine_Aminotransferase_Level": 24.54813686, + "Aspartate_Aminotransferase_Level": 29.33263395, + "Creatinine_Level": 1.130132423, + "LDH_Level": 126.9013427, + "Calcium_Level": 9.773884877, + "Phosphorus_Level": 4.085618555, + "Glucose_Level": 106.2932241, + "Potassium_Level": 4.663904693, + "Sodium_Level": 140.6346935, + "Smoking_Pack_Years": 31.06888513 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.6027433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.74107502, + "White_Blood_Cell_Count": 7.633630211, + "Platelet_Count": 439.5918498, + "Albumin_Level": 4.144808955, + "Alkaline_Phosphatase_Level": 74.48036405, + "Alanine_Aminotransferase_Level": 31.02233531, + "Aspartate_Aminotransferase_Level": 18.10607663, + "Creatinine_Level": 0.713380055, + "LDH_Level": 191.0840559, + "Calcium_Level": 8.701251094, + "Phosphorus_Level": 2.806064754, + "Glucose_Level": 99.41305739, + "Potassium_Level": 3.837185362, + "Sodium_Level": 135.0150327, + "Smoking_Pack_Years": 85.23487738 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.40795477, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 85, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.77920471, + "White_Blood_Cell_Count": 9.843114776, + "Platelet_Count": 255.6362944, + "Albumin_Level": 3.464529948, + "Alkaline_Phosphatase_Level": 104.0536504, + "Alanine_Aminotransferase_Level": 23.70966044, + "Aspartate_Aminotransferase_Level": 14.86719543, + "Creatinine_Level": 0.835026914, + "LDH_Level": 157.9461087, + "Calcium_Level": 10.24435539, + "Phosphorus_Level": 4.483498329, + "Glucose_Level": 79.06800475, + "Potassium_Level": 4.49547659, + "Sodium_Level": 144.3101089, + "Smoking_Pack_Years": 35.66809425 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.17400897, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.89579559, + "White_Blood_Cell_Count": 5.627883753, + "Platelet_Count": 422.2928572, + "Albumin_Level": 3.20684464, + "Alkaline_Phosphatase_Level": 88.13194848, + "Alanine_Aminotransferase_Level": 29.05775957, + "Aspartate_Aminotransferase_Level": 34.12803465, + "Creatinine_Level": 0.606668953, + "LDH_Level": 124.9651472, + "Calcium_Level": 9.181830832, + "Phosphorus_Level": 4.894952347, + "Glucose_Level": 148.2811092, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 14.07000506, + "Aspartate_Aminotransferase_Level": 20.14714294, + "Creatinine_Level": 0.838128424, + "LDH_Level": 159.4742223, + "Calcium_Level": 9.14789387, + "Phosphorus_Level": 4.971312033, + "Glucose_Level": 107.4995499, + "Potassium_Level": 4.434764416, + "Sodium_Level": 138.0600086, + "Smoking_Pack_Years": 82.62400149 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.26796267, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.79464456, + "White_Blood_Cell_Count": 4.143177156, + "Platelet_Count": 180.2008801, + "Albumin_Level": 3.326521514, + "Alkaline_Phosphatase_Level": 41.60687372, + "Alanine_Aminotransferase_Level": 12.06947777, + "Aspartate_Aminotransferase_Level": 32.23956777, + "Creatinine_Level": 1.31447565, + "LDH_Level": 183.0207801, + "Calcium_Level": 10.43312654, + "Phosphorus_Level": 3.320833295, + "Glucose_Level": 117.3194554, + "Potassium_Level": 4.815639082, + "Sodium_Level": 138.7588356, + "Smoking_Pack_Years": 63.72004758 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.19967715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.98812858, + "White_Blood_Cell_Count": 5.694348661, + "Platelet_Count": 326.8096281, + "Albumin_Level": 3.841237594, + "Alkaline_Phosphatase_Level": 87.70769764, + "Alanine_Aminotransferase_Level": 7.698829638, + "Aspartate_Aminotransferase_Level": 15.71823696, + "Creatinine_Level": 0.951328836, + "LDH_Level": 192.8661358, + "Calcium_Level": 10.38739781, + "Phosphorus_Level": 3.211191021, + "Glucose_Level": 140.338736, + "Potassium_Level": 4.737024226, + "Sodium_Level": 143.9711132, + "Smoking_Pack_Years": 14.27847871 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.06651475, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.0821089, + "White_Blood_Cell_Count": 6.925472334, + "Platelet_Count": 230.4507057, + "Albumin_Level": 4.055908334, + "Alkaline_Phosphatase_Level": 99.72718145, + "Alanine_Aminotransferase_Level": 38.46726454, + "Aspartate_Aminotransferase_Level": 29.75618846, + "Creatinine_Level": 0.804632708, + "LDH_Level": 137.6413304, + "Calcium_Level": 9.183682577, + "Phosphorus_Level": 4.993771511, + "Glucose_Level": 86.91575873, + "Potassium_Level": 4.070174345, + "Sodium_Level": 138.5781368, + "Smoking_Pack_Years": 94.65644401 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.82793318, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.75504816, + "White_Blood_Cell_Count": 4.588055513, + "Platelet_Count": 223.0272227, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.45828906, + "White_Blood_Cell_Count": 4.786415221, + "Platelet_Count": 367.2736258, + "Albumin_Level": 4.566973134, + "Alkaline_Phosphatase_Level": 98.02390237, + "Alanine_Aminotransferase_Level": 36.33021063, + "Aspartate_Aminotransferase_Level": 17.45373472, + "Creatinine_Level": 1.497498473, + "LDH_Level": 109.0502404, + "Calcium_Level": 10.10693718, + "Phosphorus_Level": 4.286628247, + "Glucose_Level": 130.5923852, + "Potassium_Level": 4.595976988, + "Sodium_Level": 136.1709441, + "Smoking_Pack_Years": 81.56306179 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.49166614, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.07415975, + "White_Blood_Cell_Count": 4.123095579, + "Platelet_Count": 235.3654625, + "Albumin_Level": 3.19866908, + "Alkaline_Phosphatase_Level": 103.0089843, + "Alanine_Aminotransferase_Level": 7.28514605, + "Aspartate_Aminotransferase_Level": 17.5221544, + "Creatinine_Level": 0.574684179, + "LDH_Level": 187.6475916, + "Calcium_Level": 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+ "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.869747, + "White_Blood_Cell_Count": 8.211011845, + "Platelet_Count": 405.9594432, + "Albumin_Level": 3.842366092, + "Alkaline_Phosphatase_Level": 112.7199914, + "Alanine_Aminotransferase_Level": 33.26589585, + "Aspartate_Aminotransferase_Level": 33.91558033, + "Creatinine_Level": 1.015846941, + "LDH_Level": 163.521409, + "Calcium_Level": 10.24876419, + "Phosphorus_Level": 3.43104704, + "Glucose_Level": 132.047243, + "Potassium_Level": 4.348054431, + "Sodium_Level": 138.015021, + "Smoking_Pack_Years": 35.98710987 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.9971618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.36434674, + "White_Blood_Cell_Count": 9.60613957, + "Platelet_Count": 175.8183665, + "Albumin_Level": 4.869333384, + "Alkaline_Phosphatase_Level": 37.77274015, + "Alanine_Aminotransferase_Level": 20.7889381, + "Aspartate_Aminotransferase_Level": 42.04290152, + "Creatinine_Level": 1.209150291, + "LDH_Level": 200.0758676, + "Calcium_Level": 10.34570139, + "Phosphorus_Level": 4.014106871, + "Glucose_Level": 128.7854335, + "Potassium_Level": 3.650760611, + "Sodium_Level": 142.8573539, + "Smoking_Pack_Years": 31.63198349 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.49852238, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.86948265, + "White_Blood_Cell_Count": 8.110793483, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.82477795, + "White_Blood_Cell_Count": 7.265268323, + "Platelet_Count": 242.4198598, + "Albumin_Level": 4.995089808, + "Alkaline_Phosphatase_Level": 91.38508458, + "Alanine_Aminotransferase_Level": 13.1576396, + "Aspartate_Aminotransferase_Level": 11.20781002, + "Creatinine_Level": 1.45449243, + "LDH_Level": 103.1807918, + "Calcium_Level": 9.478332589, + "Phosphorus_Level": 4.879132924, + "Glucose_Level": 96.01444909, + "Potassium_Level": 4.096535408, + "Sodium_Level": 138.4915754, + "Smoking_Pack_Years": 70.09438824 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.01701664, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.69370578, + "White_Blood_Cell_Count": 9.701012477, + "Platelet_Count": 358.1921084, + "Albumin_Level": 4.585805877, + "Alkaline_Phosphatase_Level": 44.99807198, + "Alanine_Aminotransferase_Level": 24.139167, + "Aspartate_Aminotransferase_Level": 26.79519144, + "Creatinine_Level": 0.501905094, + "LDH_Level": 214.4358884, + "Calcium_Level": 9.371551073, + "Phosphorus_Level": 4.998490186, + "Glucose_Level": 113.354909, + "Potassium_Level": 4.393618417, + "Sodium_Level": 135.6935339, + "Smoking_Pack_Years": 88.28591147 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.29799122, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.50106822, + "White_Blood_Cell_Count": 7.030514271, + "Platelet_Count": 210.0310726, + "Albumin_Level": 3.704125355, + "Alkaline_Phosphatase_Level": 101.8513631, + "Alanine_Aminotransferase_Level": 9.569905198, + "Aspartate_Aminotransferase_Level": 29.90807785, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.36739149, + "White_Blood_Cell_Count": 9.870509828, + "Platelet_Count": 255.2284897, + "Albumin_Level": 4.71038067, + "Alkaline_Phosphatase_Level": 47.92391764, + "Alanine_Aminotransferase_Level": 8.244055292, + "Aspartate_Aminotransferase_Level": 12.56837108, + "Creatinine_Level": 0.580954663, + "LDH_Level": 163.7896869, + "Calcium_Level": 9.227115982, + "Phosphorus_Level": 2.996578168, + "Glucose_Level": 107.6490386, + "Potassium_Level": 3.619272836, + "Sodium_Level": 135.5040747, + "Smoking_Pack_Years": 71.92626704 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.83118279, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.8169336, + "White_Blood_Cell_Count": 8.302811132, + "Platelet_Count": 373.7767477, + "Albumin_Level": 4.825851026, + "Alkaline_Phosphatase_Level": 53.99807909, + "Alanine_Aminotransferase_Level": 32.21224406, + "Aspartate_Aminotransferase_Level": 28.12356252, + "Creatinine_Level": 0.735282954, + "LDH_Level": 190.7739921, + "Calcium_Level": 8.301370117, + "Phosphorus_Level": 4.884065936, + "Glucose_Level": 112.9877475, + "Potassium_Level": 3.533006748, + "Sodium_Level": 144.8560546, 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"Aspartate_Aminotransferase_Level": 21.16590378, + "Creatinine_Level": 0.555578521, + "LDH_Level": 204.1406161, + "Calcium_Level": 8.662602674, + "Phosphorus_Level": 4.983422531, + "Glucose_Level": 98.0690478, + "Potassium_Level": 4.004460242, + "Sodium_Level": 143.6958584, + "Smoking_Pack_Years": 72.25689411 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.95207101, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.36366194, + "White_Blood_Cell_Count": 3.750557134, + "Platelet_Count": 188.4171586, + "Albumin_Level": 4.071756443, + "Alkaline_Phosphatase_Level": 40.89715832, + "Alanine_Aminotransferase_Level": 14.51550919, + "Aspartate_Aminotransferase_Level": 31.41314423, + "Creatinine_Level": 1.372267221, + "LDH_Level": 181.7649823, + "Calcium_Level": 8.517883383, + "Phosphorus_Level": 3.858677354, + "Glucose_Level": 96.6846244, + "Potassium_Level": 3.798214367, + "Sodium_Level": 142.0639202, + "Smoking_Pack_Years": 97.48807552 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.09129121, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.29562025, + "White_Blood_Cell_Count": 3.963155419, + "Platelet_Count": 185.8605846, + "Albumin_Level": 4.953511481, + "Alkaline_Phosphatase_Level": 90.21577223, + "Alanine_Aminotransferase_Level": 27.89677155, + "Aspartate_Aminotransferase_Level": 28.88917806, + "Creatinine_Level": 0.925830883, + "LDH_Level": 132.0739492, + "Calcium_Level": 9.705264883, + "Phosphorus_Level": 4.92623434, + "Glucose_Level": 104.3288478, + "Potassium_Level": 4.173788196, + "Sodium_Level": 142.3507637, + "Smoking_Pack_Years": 82.63736961 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.84585372, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.14729737, + "White_Blood_Cell_Count": 8.211179021, + "Platelet_Count": 336.8952987, + "Albumin_Level": 3.653802674, + "Alkaline_Phosphatase_Level": 59.00026339, + "Alanine_Aminotransferase_Level": 9.719960771, + "Aspartate_Aminotransferase_Level": 40.03638148, + "Creatinine_Level": 1.358802393, + "LDH_Level": 234.8356957, + "Calcium_Level": 9.503612059, + "Phosphorus_Level": 3.415473436, + "Glucose_Level": 117.6714252, + "Potassium_Level": 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11.66277029, + "Aspartate_Aminotransferase_Level": 29.19239723, + "Creatinine_Level": 1.087260442, + "LDH_Level": 125.0238859, + "Calcium_Level": 8.585788484, + "Phosphorus_Level": 4.33271818, + "Glucose_Level": 101.4244767, + "Potassium_Level": 3.886974701, + "Sodium_Level": 135.3854982, + "Smoking_Pack_Years": 97.27220648 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.91726584, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.15205463, + "White_Blood_Cell_Count": 7.671425528, + "Platelet_Count": 383.8004718, + "Albumin_Level": 3.064065475, + "Alkaline_Phosphatase_Level": 93.51539525, + "Alanine_Aminotransferase_Level": 15.40242593, + "Aspartate_Aminotransferase_Level": 43.05074872, + "Creatinine_Level": 1.391265333, + "LDH_Level": 140.3896786, + "Calcium_Level": 9.025737079, + "Phosphorus_Level": 4.903876729, + "Glucose_Level": 147.8316306, + "Potassium_Level": 4.825068552, + "Sodium_Level": 139.4282984, + "Smoking_Pack_Years": 60.49162829 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.26681715, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.69366359, + "White_Blood_Cell_Count": 8.988210548, + "Platelet_Count": 170.419936, + "Albumin_Level": 3.477833918, + "Alkaline_Phosphatase_Level": 74.41750178, + "Alanine_Aminotransferase_Level": 27.6854157, + "Aspartate_Aminotransferase_Level": 37.16926146, + "Creatinine_Level": 1.268322588, + "LDH_Level": 136.2076787, + "Calcium_Level": 9.145614316, + "Phosphorus_Level": 3.059555076, + "Glucose_Level": 132.4141584, + "Potassium_Level": 3.626847624, + "Sodium_Level": 143.4540037, + "Smoking_Pack_Years": 59.6496719 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.59647681, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.92345687, + "White_Blood_Cell_Count": 5.256756695, + "Platelet_Count": 449.1253863, + "Albumin_Level": 3.420277075, + "Alkaline_Phosphatase_Level": 94.1866912, + "Alanine_Aminotransferase_Level": 18.11867462, + "Aspartate_Aminotransferase_Level": 44.64379002, + "Creatinine_Level": 1.391675485, + "LDH_Level": 173.5897559, + "Calcium_Level": 10.3359449, + "Phosphorus_Level": 4.473859691, + "Glucose_Level": 80.38907189, + "Potassium_Level": 3.548020542, + "Sodium_Level": 141.9128125, + "Smoking_Pack_Years": 68.44196006 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.19602971, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.18597018, + "White_Blood_Cell_Count": 8.553973735, + "Platelet_Count": 374.0724208, + "Albumin_Level": 3.020360526, + "Alkaline_Phosphatase_Level": 32.12976624, + "Alanine_Aminotransferase_Level": 5.717091238, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.08823236, + "White_Blood_Cell_Count": 9.463766524, + "Platelet_Count": 361.034494, + "Albumin_Level": 4.479392186, + "Alkaline_Phosphatase_Level": 71.28536593, + "Alanine_Aminotransferase_Level": 12.78278441, + "Aspartate_Aminotransferase_Level": 43.13311924, + "Creatinine_Level": 1.413102206, + "LDH_Level": 186.5552261, + "Calcium_Level": 8.283823909, + "Phosphorus_Level": 3.890768411, + "Glucose_Level": 100.5965442, + "Potassium_Level": 3.978390154, + "Sodium_Level": 141.3721009, + "Smoking_Pack_Years": 1.879896096 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.261018, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.20155145, + "White_Blood_Cell_Count": 4.971550899, + "Platelet_Count": 163.3252393, + "Albumin_Level": 3.746999094, + "Alkaline_Phosphatase_Level": 100.2874889, + "Alanine_Aminotransferase_Level": 30.77390892, + "Aspartate_Aminotransferase_Level": 16.88286558, + "Creatinine_Level": 1.476147479, + "LDH_Level": 193.5677065, + "Calcium_Level": 9.179367989, + "Phosphorus_Level": 2.603882129, + "Glucose_Level": 72.80292019, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 24.10285525, + "Aspartate_Aminotransferase_Level": 11.56313433, + "Creatinine_Level": 1.408622263, + "LDH_Level": 109.2451382, + "Calcium_Level": 10.45085857, + "Phosphorus_Level": 3.614231793, + "Glucose_Level": 122.8863098, + "Potassium_Level": 4.775636213, + "Sodium_Level": 136.0772483, + "Smoking_Pack_Years": 76.13994264 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.29680857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.75132632, + "White_Blood_Cell_Count": 9.714995278, + "Platelet_Count": 236.3002861, + "Albumin_Level": 3.708815759, + "Alkaline_Phosphatase_Level": 33.87996806, + "Alanine_Aminotransferase_Level": 31.743528, + "Aspartate_Aminotransferase_Level": 11.00531402, + "Creatinine_Level": 0.848031628, + "LDH_Level": 159.9875968, + "Calcium_Level": 8.265653477, + "Phosphorus_Level": 3.080510318, + "Glucose_Level": 73.7923243, + "Potassium_Level": 3.594407876, + "Sodium_Level": 135.7631866, + "Smoking_Pack_Years": 43.97654463 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.02286176, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 38.41604181, + "Aspartate_Aminotransferase_Level": 36.97067552, + "Creatinine_Level": 0.687481582, + "LDH_Level": 133.1013577, + "Calcium_Level": 10.28762304, + "Phosphorus_Level": 2.787505902, + "Glucose_Level": 96.82551911, + "Potassium_Level": 4.113982446, + "Sodium_Level": 140.3565053, + "Smoking_Pack_Years": 18.26880591 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.96904832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.29467909, + "White_Blood_Cell_Count": 9.93327754, + "Platelet_Count": 438.6367009, + "Albumin_Level": 4.751391792, + "Alkaline_Phosphatase_Level": 102.3506196, + "Alanine_Aminotransferase_Level": 39.86773688, + "Aspartate_Aminotransferase_Level": 13.53475591, + "Creatinine_Level": 1.441923442, + "LDH_Level": 225.6216436, + "Calcium_Level": 9.506347039, + "Phosphorus_Level": 3.544660127, + "Glucose_Level": 118.0299095, + "Potassium_Level": 3.557875909, + "Sodium_Level": 138.6845518, + "Smoking_Pack_Years": 51.84640166 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.75002144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.79079582, + "White_Blood_Cell_Count": 4.679866736, + "Platelet_Count": 152.8691654, + "Albumin_Level": 4.380994024, + "Alkaline_Phosphatase_Level": 72.21244409, + "Alanine_Aminotransferase_Level": 16.36929538, + "Aspartate_Aminotransferase_Level": 48.54935469, + "Creatinine_Level": 0.919156154, + "LDH_Level": 195.147829, + "Calcium_Level": 9.185226658, + "Phosphorus_Level": 4.129123134, + "Glucose_Level": 110.0563834, + "Potassium_Level": 4.396667738, + "Sodium_Level": 141.8123886, + "Smoking_Pack_Years": 71.45088323 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.20640115, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.55626049, + "White_Blood_Cell_Count": 9.783303526, + "Platelet_Count": 340.8559596, + "Albumin_Level": 3.36568072, + "Alkaline_Phosphatase_Level": 75.78203529, + "Alanine_Aminotransferase_Level": 27.8949272, + "Aspartate_Aminotransferase_Level": 22.9831784, + "Creatinine_Level": 1.170469825, + "LDH_Level": 159.3958169, + "Calcium_Level": 8.127903801, + "Phosphorus_Level": 2.956322543, + "Glucose_Level": 133.6638571, + "Potassium_Level": 3.594122659, + "Sodium_Level": 138.7220676, + "Smoking_Pack_Years": 74.27441226 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.28814894, + "Tumor_Location": 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84.4938464, + "Potassium_Level": 4.015941996, + "Sodium_Level": 144.5610064, + "Smoking_Pack_Years": 42.43406139 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.59766817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.46877168, + "White_Blood_Cell_Count": 9.416361616, + "Platelet_Count": 292.1286463, + "Albumin_Level": 3.784268092, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.71380145, + "White_Blood_Cell_Count": 9.074185144, + "Platelet_Count": 215.7867889, + "Albumin_Level": 3.70149802, + "Alkaline_Phosphatase_Level": 116.6773607, + "Alanine_Aminotransferase_Level": 6.768410188, + "Aspartate_Aminotransferase_Level": 22.81637724, + "Creatinine_Level": 0.982309294, + "LDH_Level": 183.5167548, + "Calcium_Level": 8.36609309, + "Phosphorus_Level": 3.659367868, + "Glucose_Level": 105.5442085, + "Potassium_Level": 4.810277293, + "Sodium_Level": 137.4024941, + "Smoking_Pack_Years": 79.08520391 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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238.8202775, + "Calcium_Level": 9.411134739, + "Phosphorus_Level": 2.582119932, + "Glucose_Level": 103.4116883, + "Potassium_Level": 4.262432441, + "Sodium_Level": 138.958289, + "Smoking_Pack_Years": 56.17413585 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.54328402, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.94406286, + "White_Blood_Cell_Count": 3.785269469, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.48672698, + "White_Blood_Cell_Count": 9.264500148, + "Platelet_Count": 286.558858, + "Albumin_Level": 4.186404642, + "Alkaline_Phosphatase_Level": 66.39870359, + "Alanine_Aminotransferase_Level": 30.98408703, + "Aspartate_Aminotransferase_Level": 33.0573089, + "Creatinine_Level": 1.087965041, + "LDH_Level": 225.876163, + "Calcium_Level": 8.242173745, + "Phosphorus_Level": 3.903484455, + "Glucose_Level": 106.3708378, + "Potassium_Level": 3.812486734, + "Sodium_Level": 137.8784531, + "Smoking_Pack_Years": 38.06910059 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.68183943, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.29407617, + "White_Blood_Cell_Count": 7.86918354, + "Platelet_Count": 448.2529608, + "Albumin_Level": 4.134007357, + "Alkaline_Phosphatase_Level": 73.04350849, + "Alanine_Aminotransferase_Level": 28.69337741, + "Aspartate_Aminotransferase_Level": 15.96827109, + "Creatinine_Level": 0.877954355, + "LDH_Level": 158.0015727, + "Calcium_Level": 9.89918987, + "Phosphorus_Level": 3.462888181, + "Glucose_Level": 102.2637673, + "Potassium_Level": 3.688463509, + "Sodium_Level": 135.4985369, + "Smoking_Pack_Years": 65.57121367 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.9368467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.53668073, + "White_Blood_Cell_Count": 3.764822645, + "Platelet_Count": 222.3189301, + "Albumin_Level": 3.382418287, + "Alkaline_Phosphatase_Level": 118.1558219, + "Alanine_Aminotransferase_Level": 19.33218868, + "Aspartate_Aminotransferase_Level": 43.42005231, + "Creatinine_Level": 0.725364144, + "LDH_Level": 242.7440998, + "Calcium_Level": 9.849954049, + "Phosphorus_Level": 4.471272099, + "Glucose_Level": 112.4261102, + "Potassium_Level": 3.961136881, + "Sodium_Level": 143.2374674, + "Smoking_Pack_Years": 4.945283093 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.29899505, + "White_Blood_Cell_Count": 9.861451565, + "Platelet_Count": 403.8788825, + "Albumin_Level": 4.900952366, + "Alkaline_Phosphatase_Level": 44.95217117, + "Alanine_Aminotransferase_Level": 5.354523641, + "Aspartate_Aminotransferase_Level": 48.90172671, + "Creatinine_Level": 0.579688269, + "LDH_Level": 211.7730377, + "Calcium_Level": 9.377729942, + "Phosphorus_Level": 3.964803645, + "Glucose_Level": 141.0626732, + "Potassium_Level": 4.517625544, + "Sodium_Level": 138.8236524, + "Smoking_Pack_Years": 28.01362188 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.18496917, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.26293022, + "White_Blood_Cell_Count": 8.079917648, + "Platelet_Count": 299.7454473, + "Albumin_Level": 4.272476444, + "Alkaline_Phosphatase_Level": 107.6055637, + "Alanine_Aminotransferase_Level": 12.48251703, + "Aspartate_Aminotransferase_Level": 38.49908336, + "Creatinine_Level": 0.653457811, + "LDH_Level": 221.1977251, + "Calcium_Level": 8.089900619, + "Phosphorus_Level": 3.76902461, + "Glucose_Level": 86.42223703, + "Potassium_Level": 4.417804455, + "Sodium_Level": 135.331747, + "Smoking_Pack_Years": 27.98341132 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.21289057, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.43554459, + "White_Blood_Cell_Count": 4.587120489, + "Platelet_Count": 275.8708353, + "Albumin_Level": 4.923216605, + "Alkaline_Phosphatase_Level": 48.78779274, + "Alanine_Aminotransferase_Level": 29.27832616, + "Aspartate_Aminotransferase_Level": 14.77818804, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.20784745, + "White_Blood_Cell_Count": 9.931020264, + "Platelet_Count": 285.8755902, + "Albumin_Level": 4.559189566, + "Alkaline_Phosphatase_Level": 68.45129497, + "Alanine_Aminotransferase_Level": 6.789905633, + "Aspartate_Aminotransferase_Level": 40.84544834, + "Creatinine_Level": 0.671524136, + "LDH_Level": 140.6474984, + "Calcium_Level": 9.526120976, + "Phosphorus_Level": 2.644591527, + "Glucose_Level": 108.2630764, + "Potassium_Level": 4.361809807, + "Sodium_Level": 142.5225013, + "Smoking_Pack_Years": 2.166845651 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.23176842, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": 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"Creatinine_Level": 0.523985573, + "LDH_Level": 192.4140425, + "Calcium_Level": 8.249077816, + "Phosphorus_Level": 3.357184998, + "Glucose_Level": 112.1437607, + "Potassium_Level": 3.735847806, + "Sodium_Level": 140.7123696, + "Smoking_Pack_Years": 13.16391614 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.06170226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.8619675, + 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"Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.40155807, + "White_Blood_Cell_Count": 8.280535208, + "Platelet_Count": 288.5282863, + "Albumin_Level": 3.22736926, + "Alkaline_Phosphatase_Level": 37.90326169, + "Alanine_Aminotransferase_Level": 19.05556222, + "Aspartate_Aminotransferase_Level": 43.22369327, + "Creatinine_Level": 1.061230397, + "LDH_Level": 246.0407322, + "Calcium_Level": 9.036613253, + "Phosphorus_Level": 3.141258614, + "Glucose_Level": 143.5254948, + "Potassium_Level": 4.451445467, + "Sodium_Level": 137.0238883, + "Smoking_Pack_Years": 13.66337413 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.28483709, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.11540684, + "White_Blood_Cell_Count": 6.71298519, + "Platelet_Count": 269.5933242, + "Albumin_Level": 4.006670206, + "Alkaline_Phosphatase_Level": 80.55178201, + "Alanine_Aminotransferase_Level": 14.73026084, + "Aspartate_Aminotransferase_Level": 10.9470439, + "Creatinine_Level": 1.037803597, + "LDH_Level": 164.4626822, + "Calcium_Level": 8.96876454, + "Phosphorus_Level": 2.905652081, + "Glucose_Level": 111.4915547, + "Potassium_Level": 4.631269308, + "Sodium_Level": 135.4840006, + "Smoking_Pack_Years": 18.49323964 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.91711871, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.40035622, + "White_Blood_Cell_Count": 3.921597108, + "Platelet_Count": 151.255819, + "Albumin_Level": 3.924630126, + "Alkaline_Phosphatase_Level": 55.02745916, + "Alanine_Aminotransferase_Level": 30.84269601, + "Aspartate_Aminotransferase_Level": 33.01029611, + "Creatinine_Level": 1.381277685, + "LDH_Level": 228.0200133, + "Calcium_Level": 8.181100587, + "Phosphorus_Level": 4.522993006, + "Glucose_Level": 84.13303611, + "Potassium_Level": 4.749315043, + "Sodium_Level": 140.0490121, + "Smoking_Pack_Years": 59.34756718 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.70799452, + "Tumor_Location": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.85762781, + "White_Blood_Cell_Count": 8.635499172, + "Platelet_Count": 437.4187008, + "Albumin_Level": 3.12953318, + "Alkaline_Phosphatase_Level": 38.22003571, + "Alanine_Aminotransferase_Level": 25.08978309, + "Aspartate_Aminotransferase_Level": 31.23508455, + "Creatinine_Level": 1.2731129, + "LDH_Level": 206.4801682, + "Calcium_Level": 9.588567766, + "Phosphorus_Level": 3.851586692, + "Glucose_Level": 112.7511888, + "Potassium_Level": 4.402356772, + "Sodium_Level": 144.9461524, + "Smoking_Pack_Years": 81.70434585 + }, + { + "Age": 57, + "Gender": "Male", 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122.4851539, + "Calcium_Level": 10.33970928, + "Phosphorus_Level": 3.545718678, + "Glucose_Level": 80.37763119, + "Potassium_Level": 4.398792629, + "Sodium_Level": 143.5988296, + "Smoking_Pack_Years": 73.50262033 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.71372751, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.61889692, + "White_Blood_Cell_Count": 8.308381463, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.64734017, + "White_Blood_Cell_Count": 4.16776865, + "Platelet_Count": 161.7501311, + "Albumin_Level": 3.281970049, + "Alkaline_Phosphatase_Level": 89.5533721, + "Alanine_Aminotransferase_Level": 33.36425542, + "Aspartate_Aminotransferase_Level": 24.99193537, + "Creatinine_Level": 1.498323626, + "LDH_Level": 222.7390275, + "Calcium_Level": 9.394218436, + "Phosphorus_Level": 3.163805908, + "Glucose_Level": 146.4502765, + "Potassium_Level": 4.477427417, + "Sodium_Level": 143.1051416, + "Smoking_Pack_Years": 5.427954855 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.5094501, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.4392946, + "White_Blood_Cell_Count": 4.795410838, + "Platelet_Count": 268.1152116, + "Albumin_Level": 4.863109996, + "Alkaline_Phosphatase_Level": 84.65656848, + "Alanine_Aminotransferase_Level": 27.20639579, + "Aspartate_Aminotransferase_Level": 47.54314225, + "Creatinine_Level": 0.637813207, + "LDH_Level": 104.4626246, + "Calcium_Level": 9.506823838, + "Phosphorus_Level": 3.460295513, + "Glucose_Level": 129.2489009, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.7946331, + "White_Blood_Cell_Count": 9.776014491, + "Platelet_Count": 181.5764326, + "Albumin_Level": 3.428850128, + "Alkaline_Phosphatase_Level": 109.3337325, + "Alanine_Aminotransferase_Level": 7.397157907, + "Aspartate_Aminotransferase_Level": 44.30954373, + "Creatinine_Level": 1.273228705, + "LDH_Level": 188.1701238, + "Calcium_Level": 8.517648325, + "Phosphorus_Level": 4.645828659, + "Glucose_Level": 116.6880298, + "Potassium_Level": 3.827551198, + "Sodium_Level": 141.4553171, + "Smoking_Pack_Years": 5.80219007 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.91091206, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.58453962, + "White_Blood_Cell_Count": 9.114527463, + "Platelet_Count": 264.5452493, + "Albumin_Level": 4.433412701, + "Alkaline_Phosphatase_Level": 31.73352738, + "Alanine_Aminotransferase_Level": 38.83107054, + "Aspartate_Aminotransferase_Level": 36.60755817, + "Creatinine_Level": 1.237577882, + "LDH_Level": 231.3434346, + "Calcium_Level": 9.612259997, + "Phosphorus_Level": 2.919896084, + "Glucose_Level": 96.19252701, + "Potassium_Level": 4.706332041, + 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12.53769875, + "Aspartate_Aminotransferase_Level": 38.27805373, + "Creatinine_Level": 1.250915992, + "LDH_Level": 246.561318, + "Calcium_Level": 9.254872314, + "Phosphorus_Level": 2.965536044, + "Glucose_Level": 115.1867144, + "Potassium_Level": 4.912373286, + "Sodium_Level": 142.4857119, + "Smoking_Pack_Years": 78.7155767 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.92133342, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.16008232, + "White_Blood_Cell_Count": 6.380676698, + "Platelet_Count": 276.2157613, + "Albumin_Level": 3.772937225, + "Alkaline_Phosphatase_Level": 53.45451616, + "Alanine_Aminotransferase_Level": 21.64060032, + "Aspartate_Aminotransferase_Level": 30.35929891, + "Creatinine_Level": 0.812021044, + "LDH_Level": 172.6053581, + "Calcium_Level": 8.252356376, + "Phosphorus_Level": 3.214302964, + "Glucose_Level": 122.5074272, + "Potassium_Level": 3.865732763, + "Sodium_Level": 135.8265781, + "Smoking_Pack_Years": 31.0709737 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.78307981, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.39024154, + "White_Blood_Cell_Count": 4.721480485, + "Platelet_Count": 298.4596046, + "Albumin_Level": 4.759353923, + "Alkaline_Phosphatase_Level": 103.3766568, + "Alanine_Aminotransferase_Level": 15.76031428, + "Aspartate_Aminotransferase_Level": 42.88345676, + "Creatinine_Level": 0.736691492, + "LDH_Level": 196.005471, + "Calcium_Level": 8.391743514, + "Phosphorus_Level": 3.405297958, + "Glucose_Level": 94.7994468, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.68812921, + "White_Blood_Cell_Count": 4.104027145, + "Platelet_Count": 424.575155, + "Albumin_Level": 4.725312979, + "Alkaline_Phosphatase_Level": 34.49374154, + "Alanine_Aminotransferase_Level": 18.20414115, + "Aspartate_Aminotransferase_Level": 17.785045, + "Creatinine_Level": 0.647259628, + "LDH_Level": 249.8192922, + "Calcium_Level": 8.055663811, + "Phosphorus_Level": 4.930498729, + "Glucose_Level": 131.3070744, + "Potassium_Level": 4.633823916, + "Sodium_Level": 143.5823857, + "Smoking_Pack_Years": 3.342781956 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.80691031, + "Tumor_Location": "Middle 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"Glucose_Level": 119.0526028, + "Potassium_Level": 4.026694833, + "Sodium_Level": 139.3898968, + "Smoking_Pack_Years": 20.7397014 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.36175411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.42750783, + "White_Blood_Cell_Count": 5.021836478, + "Platelet_Count": 410.6530252, + "Albumin_Level": 3.659578419, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.49553174, + "White_Blood_Cell_Count": 8.605259682, + "Platelet_Count": 394.3952721, + "Albumin_Level": 3.64507315, + "Alkaline_Phosphatase_Level": 112.7567691, + "Alanine_Aminotransferase_Level": 37.26099495, + "Aspartate_Aminotransferase_Level": 33.11012617, + "Creatinine_Level": 1.332486728, + "LDH_Level": 197.1748546, + "Calcium_Level": 9.897505283, + "Phosphorus_Level": 3.063492376, + "Glucose_Level": 125.1165349, + "Potassium_Level": 4.303985427, + "Sodium_Level": 143.3315516, + "Smoking_Pack_Years": 1.874897972 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.3487831, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.31039741, + "White_Blood_Cell_Count": 5.040180353, + "Platelet_Count": 176.6926784, + "Albumin_Level": 4.085716603, + "Alkaline_Phosphatase_Level": 102.6206329, + "Alanine_Aminotransferase_Level": 23.58274663, + "Aspartate_Aminotransferase_Level": 21.37756834, + "Creatinine_Level": 0.571354764, + "LDH_Level": 173.8237809, + "Calcium_Level": 9.40328556, + "Phosphorus_Level": 3.50796292, + "Glucose_Level": 87.49898828, + "Potassium_Level": 4.784273539, + "Sodium_Level": 136.8498932, + "Smoking_Pack_Years": 43.76947042 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.85236091, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.6245442, + "White_Blood_Cell_Count": 8.73248588, + "Platelet_Count": 192.1342908, + "Albumin_Level": 4.190556795, + "Alkaline_Phosphatase_Level": 43.89975693, + 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.61072385, + "White_Blood_Cell_Count": 7.585984047, + "Platelet_Count": 254.6654806, + "Albumin_Level": 4.84228606, + "Alkaline_Phosphatase_Level": 87.94463757, + "Alanine_Aminotransferase_Level": 38.09271328, + "Aspartate_Aminotransferase_Level": 26.8097982, + "Creatinine_Level": 0.742659739, + "LDH_Level": 218.5224061, + "Calcium_Level": 8.684010224, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.32480595, + "White_Blood_Cell_Count": 5.382167465, + "Platelet_Count": 425.9116222, + "Albumin_Level": 3.85305384, + "Alkaline_Phosphatase_Level": 113.0767924, + "Alanine_Aminotransferase_Level": 30.35666435, + "Aspartate_Aminotransferase_Level": 48.19844426, + "Creatinine_Level": 1.238903429, + "LDH_Level": 149.7815674, + "Calcium_Level": 10.00680504, + "Phosphorus_Level": 3.599492642, + "Glucose_Level": 128.8767008, + "Potassium_Level": 4.368780121, + "Sodium_Level": 139.6643244, + "Smoking_Pack_Years": 56.55997393 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.150313, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.88308235, + "White_Blood_Cell_Count": 3.860530889, + "Platelet_Count": 331.2255058, + "Albumin_Level": 4.029337904, + "Alkaline_Phosphatase_Level": 51.37529914, + "Alanine_Aminotransferase_Level": 13.09758452, + "Aspartate_Aminotransferase_Level": 41.78888235, + "Creatinine_Level": 0.925462724, + "LDH_Level": 210.8459146, + "Calcium_Level": 8.94221728, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.3768945, + "White_Blood_Cell_Count": 9.261041117, + "Platelet_Count": 313.9914756, + "Albumin_Level": 3.023024417, + "Alkaline_Phosphatase_Level": 94.45606649, + "Alanine_Aminotransferase_Level": 18.97317737, + "Aspartate_Aminotransferase_Level": 22.49950737, + "Creatinine_Level": 1.135360856, + "LDH_Level": 130.3923251, + "Calcium_Level": 8.070316509, + "Phosphorus_Level": 2.828479507, + "Glucose_Level": 124.4416883, + "Potassium_Level": 4.496613734, + "Sodium_Level": 140.7140448, + "Smoking_Pack_Years": 75.73909323 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.3985895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.99874052, + "White_Blood_Cell_Count": 8.185614028, + "Platelet_Count": 303.897136, + "Albumin_Level": 3.459945391, + "Alkaline_Phosphatase_Level": 72.65614066, + "Alanine_Aminotransferase_Level": 11.59761681, + "Aspartate_Aminotransferase_Level": 44.78687253, + "Creatinine_Level": 1.316598716, + "LDH_Level": 123.3672321, + "Calcium_Level": 9.682003895, + "Phosphorus_Level": 3.356610247, + "Glucose_Level": 89.59124726, + "Potassium_Level": 4.742428618, + "Sodium_Level": 140.0149611, + "Smoking_Pack_Years": 96.5574233 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.73123837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.01782722, + "White_Blood_Cell_Count": 8.255944853, + "Platelet_Count": 309.8387974, + "Albumin_Level": 4.013712721, + "Alkaline_Phosphatase_Level": 49.85007012, + "Alanine_Aminotransferase_Level": 12.1561749, + "Aspartate_Aminotransferase_Level": 17.0958219, + "Creatinine_Level": 1.492461099, + "LDH_Level": 249.3369264, + "Calcium_Level": 9.181838062, + "Phosphorus_Level": 3.877721968, + "Glucose_Level": 140.3389157, + "Potassium_Level": 3.665428353, + "Sodium_Level": 137.3618517, + "Smoking_Pack_Years": 93.46040765 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.84484841, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.73474668, + "White_Blood_Cell_Count": 6.91876759, + "Platelet_Count": 413.5631126, + "Albumin_Level": 4.91331195, + "Alkaline_Phosphatase_Level": 95.12880452, + "Alanine_Aminotransferase_Level": 9.130454274, + "Aspartate_Aminotransferase_Level": 19.20380356, + "Creatinine_Level": 0.657744562, + "LDH_Level": 187.3693834, + "Calcium_Level": 10.30478268, + "Phosphorus_Level": 2.641122902, + "Glucose_Level": 98.6564612, + "Potassium_Level": 4.162722383, + "Sodium_Level": 141.1996523, + "Smoking_Pack_Years": 10.49801652 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.688594, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.85322997, + "White_Blood_Cell_Count": 8.184661042, + "Platelet_Count": 240.37975, + "Albumin_Level": 4.509448146, + "Alkaline_Phosphatase_Level": 105.5702151, + "Alanine_Aminotransferase_Level": 15.70285482, + "Aspartate_Aminotransferase_Level": 23.13122541, + "Creatinine_Level": 0.833565471, + "LDH_Level": 194.1359302, + "Calcium_Level": 9.140713984, + "Phosphorus_Level": 3.12603977, + "Glucose_Level": 96.32836535, + "Potassium_Level": 4.298890805, + "Sodium_Level": 135.4400149, + "Smoking_Pack_Years": 69.80499334 + }, + { + "Age": 33, + "Gender": "Female", 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246.5319498, + "Calcium_Level": 9.054530614, + "Phosphorus_Level": 2.975469982, + "Glucose_Level": 143.5648735, + "Potassium_Level": 4.787010523, + "Sodium_Level": 141.5521082, + "Smoking_Pack_Years": 58.55185787 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.90568128, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.63614928, + "White_Blood_Cell_Count": 6.17007928, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.80139968, + "White_Blood_Cell_Count": 4.751334725, + "Platelet_Count": 449.159063, + "Albumin_Level": 4.803377943, + "Alkaline_Phosphatase_Level": 60.08769182, + "Alanine_Aminotransferase_Level": 39.46808806, + "Aspartate_Aminotransferase_Level": 31.85935603, + "Creatinine_Level": 0.571120976, + "LDH_Level": 241.0200789, + "Calcium_Level": 8.58496241, + "Phosphorus_Level": 2.529505686, + "Glucose_Level": 77.110321, + "Potassium_Level": 4.346319299, + "Sodium_Level": 138.5972812, + "Smoking_Pack_Years": 51.18726924 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.38904145, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.23737683, + "White_Blood_Cell_Count": 6.390454512, + "Platelet_Count": 438.354276, + "Albumin_Level": 4.741473328, + "Alkaline_Phosphatase_Level": 57.03029062, + "Alanine_Aminotransferase_Level": 8.731533934, + "Aspartate_Aminotransferase_Level": 24.22200473, + "Creatinine_Level": 0.705967385, + "LDH_Level": 120.3626058, + "Calcium_Level": 9.876965201, + "Phosphorus_Level": 4.954711519, + "Glucose_Level": 83.10333596, + "Potassium_Level": 4.281733088, + "Sodium_Level": 135.4562803, + "Smoking_Pack_Years": 76.40801083 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.48084177, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.38891544, + "White_Blood_Cell_Count": 5.789968601, + "Platelet_Count": 415.4030886, + "Albumin_Level": 4.658307805, + "Alkaline_Phosphatase_Level": 67.44493183, + "Alanine_Aminotransferase_Level": 33.72576931, + "Aspartate_Aminotransferase_Level": 28.03967564, + "Creatinine_Level": 1.239343655, + "LDH_Level": 158.6420637, + "Calcium_Level": 10.25167839, + "Phosphorus_Level": 2.822950231, + "Glucose_Level": 130.0829037, + "Potassium_Level": 4.287281786, + "Sodium_Level": 137.9311498, + "Smoking_Pack_Years": 32.51288232 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.19440227, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.5549648, + "White_Blood_Cell_Count": 5.83417867, + "Platelet_Count": 197.0172985, + "Albumin_Level": 4.132335785, + "Alkaline_Phosphatase_Level": 56.0807694, + "Alanine_Aminotransferase_Level": 30.0684067, + "Aspartate_Aminotransferase_Level": 10.98799078, + "Creatinine_Level": 0.564882089, + "LDH_Level": 150.3501751, + "Calcium_Level": 9.699928477, + "Phosphorus_Level": 4.221113466, + "Glucose_Level": 72.98484688, + "Potassium_Level": 4.013115443, + "Sodium_Level": 136.3113788, + "Smoking_Pack_Years": 50.0864852 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.18898337, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.83172141, + "White_Blood_Cell_Count": 6.072345136, + "Platelet_Count": 348.0919992, + "Albumin_Level": 4.985791305, + "Alkaline_Phosphatase_Level": 112.7404258, + "Alanine_Aminotransferase_Level": 15.96689939, + "Aspartate_Aminotransferase_Level": 25.44601538, + "Creatinine_Level": 1.360126382, + "LDH_Level": 104.6511734, + "Calcium_Level": 10.2181315, + "Phosphorus_Level": 2.520021596, + "Glucose_Level": 116.8508835, + "Potassium_Level": 4.566288404, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 28.51446971, + "Creatinine_Level": 1.087958544, + "LDH_Level": 131.7095079, + "Calcium_Level": 8.677321987, + "Phosphorus_Level": 2.562667019, + "Glucose_Level": 73.99370673, + "Potassium_Level": 3.968747776, + "Sodium_Level": 138.2861978, + "Smoking_Pack_Years": 18.31604665 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.59847977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.43806732, + "White_Blood_Cell_Count": 4.678240895, + "Platelet_Count": 260.7302773, + "Albumin_Level": 4.923275047, + "Alkaline_Phosphatase_Level": 117.6533332, + "Alanine_Aminotransferase_Level": 32.5816937, + "Aspartate_Aminotransferase_Level": 29.86101246, + "Creatinine_Level": 0.748818348, + "LDH_Level": 131.3049484, + "Calcium_Level": 10.36121175, + "Phosphorus_Level": 4.560491788, + "Glucose_Level": 131.7107844, + "Potassium_Level": 4.509153381, + "Sodium_Level": 140.372206, + "Smoking_Pack_Years": 90.71269373 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.65804359, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.64590938, + "White_Blood_Cell_Count": 4.72120772, + "Platelet_Count": 339.9745671, + "Albumin_Level": 3.317593766, + "Alkaline_Phosphatase_Level": 33.27496146, + "Alanine_Aminotransferase_Level": 14.41977224, + "Aspartate_Aminotransferase_Level": 23.07603801, + "Creatinine_Level": 0.92580492, + "LDH_Level": 248.3549267, + "Calcium_Level": 8.138811768, + "Phosphorus_Level": 3.000628564, + "Glucose_Level": 140.7112265, + "Potassium_Level": 3.857294917, + "Sodium_Level": 142.2584182, + "Smoking_Pack_Years": 77.62986784 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.74514782, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.11359844, + "White_Blood_Cell_Count": 8.88593028, + "Platelet_Count": 433.1193834, + "Albumin_Level": 3.094499315, + "Alkaline_Phosphatase_Level": 66.0182556, + "Alanine_Aminotransferase_Level": 12.46500869, + "Aspartate_Aminotransferase_Level": 41.31577109, + "Creatinine_Level": 0.611262789, + "LDH_Level": 148.8928181, + "Calcium_Level": 8.415416082, + "Phosphorus_Level": 4.52008874, + "Glucose_Level": 72.00485466, + "Potassium_Level": 4.503940892, + "Sodium_Level": 135.8088429, + "Smoking_Pack_Years": 66.70161979 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.63306742, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.23807197, + "White_Blood_Cell_Count": 8.417231094, + "Platelet_Count": 291.7979237, + "Albumin_Level": 3.028505976, + "Alkaline_Phosphatase_Level": 36.53258473, + "Alanine_Aminotransferase_Level": 16.3522434, + "Aspartate_Aminotransferase_Level": 18.20240261, + "Creatinine_Level": 1.381947579, + "LDH_Level": 140.0289134, + "Calcium_Level": 8.86159473, + "Phosphorus_Level": 4.324003743, + "Glucose_Level": 71.14056358, + "Potassium_Level": 3.53039198, + "Sodium_Level": 139.7931435, + "Smoking_Pack_Years": 78.3103107 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.23439887, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.50843495, + "White_Blood_Cell_Count": 5.996049642, + "Platelet_Count": 307.7198987, + "Albumin_Level": 3.013664597, + "Alkaline_Phosphatase_Level": 67.15834518, + "Alanine_Aminotransferase_Level": 23.79412796, + "Aspartate_Aminotransferase_Level": 12.16641375, + "Creatinine_Level": 0.85637483, + "LDH_Level": 206.5884011, + "Calcium_Level": 8.776062392, + "Phosphorus_Level": 3.364053609, + "Glucose_Level": 79.27271083, + "Potassium_Level": 4.53070148, + "Sodium_Level": 139.4626874, + "Smoking_Pack_Years": 60.31847239 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.54358938, + "White_Blood_Cell_Count": 7.900758294, + "Platelet_Count": 402.7787558, + "Albumin_Level": 3.227939321, + "Alkaline_Phosphatase_Level": 43.65291268, + "Alanine_Aminotransferase_Level": 19.11602921, + "Aspartate_Aminotransferase_Level": 36.62301623, + "Creatinine_Level": 1.072016301, + "LDH_Level": 154.33165, + "Calcium_Level": 9.578779112, + "Phosphorus_Level": 3.357419558, + "Glucose_Level": 103.6333687, + "Potassium_Level": 4.251615464, + "Sodium_Level": 135.580295, + "Smoking_Pack_Years": 51.03859655 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.38129098, + "White_Blood_Cell_Count": 3.678439344, + "Platelet_Count": 272.1483984, + "Albumin_Level": 3.935948462, + "Alkaline_Phosphatase_Level": 94.20872933, + "Alanine_Aminotransferase_Level": 27.38999801, + "Aspartate_Aminotransferase_Level": 40.44972158, + "Creatinine_Level": 1.235469812, + "LDH_Level": 126.2906061, + "Calcium_Level": 8.554736077, + "Phosphorus_Level": 4.128163407, + "Glucose_Level": 101.1981837, + "Potassium_Level": 3.720753081, + "Sodium_Level": 139.0942292, + "Smoking_Pack_Years": 91.65374239 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": 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124.8215709, + "Calcium_Level": 9.702512828, + "Phosphorus_Level": 2.54378202, + "Glucose_Level": 71.46809469, + "Potassium_Level": 4.646081598, + "Sodium_Level": 141.6432445, + "Smoking_Pack_Years": 64.54347621 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.14786401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.94100976, + "White_Blood_Cell_Count": 7.369379467, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.4404334, + "White_Blood_Cell_Count": 6.856024228, + "Platelet_Count": 288.2208638, + "Albumin_Level": 4.651989074, + "Alkaline_Phosphatase_Level": 90.74513883, + "Alanine_Aminotransferase_Level": 32.57869361, + "Aspartate_Aminotransferase_Level": 39.30400181, + "Creatinine_Level": 1.249865172, + "LDH_Level": 107.971894, + "Calcium_Level": 8.722592467, + "Phosphorus_Level": 3.782194929, + "Glucose_Level": 140.8467349, + "Potassium_Level": 4.207096499, + "Sodium_Level": 137.374704, + "Smoking_Pack_Years": 41.08722373 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.09640743, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.6190848, + "White_Blood_Cell_Count": 9.663926284, + "Platelet_Count": 303.226593, + "Albumin_Level": 4.364073979, + "Alkaline_Phosphatase_Level": 81.96482808, + "Alanine_Aminotransferase_Level": 29.45806146, + "Aspartate_Aminotransferase_Level": 36.11325081, + "Creatinine_Level": 0.963393564, + "LDH_Level": 219.3928253, + "Calcium_Level": 8.255466584, + "Phosphorus_Level": 4.681503684, + "Glucose_Level": 127.7158774, + "Potassium_Level": 4.586482551, + "Sodium_Level": 144.6461546, + "Smoking_Pack_Years": 85.69013194 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.18782222, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.45974905, + "White_Blood_Cell_Count": 7.18326644, + "Platelet_Count": 389.492317, + "Albumin_Level": 4.898158529, + "Alkaline_Phosphatase_Level": 64.41813515, + "Alanine_Aminotransferase_Level": 24.71799074, + "Aspartate_Aminotransferase_Level": 49.04485765, + "Creatinine_Level": 0.578393822, + "LDH_Level": 220.1243147, + "Calcium_Level": 9.871214776, + "Phosphorus_Level": 2.753531604, + "Glucose_Level": 125.4315182, + "Potassium_Level": 4.554367494, + "Sodium_Level": 144.8391792, + "Smoking_Pack_Years": 43.03598991 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.12564039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.91950065, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.17197311, + "White_Blood_Cell_Count": 5.945959811, + "Platelet_Count": 200.3507771, + "Albumin_Level": 3.337144044, + "Alkaline_Phosphatase_Level": 58.93835979, + "Alanine_Aminotransferase_Level": 22.49105137, + "Aspartate_Aminotransferase_Level": 10.76018335, + "Creatinine_Level": 0.919205411, + "LDH_Level": 207.1936388, + "Calcium_Level": 8.847333693, + "Phosphorus_Level": 2.84479367, + "Glucose_Level": 82.45812924, + "Potassium_Level": 4.958780537, + "Sodium_Level": 138.8710947, + "Smoking_Pack_Years": 84.33484092 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.6603398, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African 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92.00053555 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.76028941, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.0282974, + "White_Blood_Cell_Count": 9.896577764, + "Platelet_Count": 422.4026151, + "Albumin_Level": 3.804889691, + "Alkaline_Phosphatase_Level": 113.5115365, + "Alanine_Aminotransferase_Level": 12.46515069, + "Aspartate_Aminotransferase_Level": 15.66861727, + "Creatinine_Level": 0.933564432, + "LDH_Level": 125.3356353, + "Calcium_Level": 9.321322795, + "Phosphorus_Level": 4.280394147, + "Glucose_Level": 118.7438638, + "Potassium_Level": 4.254038514, + "Sodium_Level": 136.8058146, + "Smoking_Pack_Years": 48.64992544 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.61076964, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.33405424, + "White_Blood_Cell_Count": 7.79038607, + "Platelet_Count": 282.6465578, + "Albumin_Level": 4.812451261, + "Alkaline_Phosphatase_Level": 107.455899, + "Alanine_Aminotransferase_Level": 18.85207166, + "Aspartate_Aminotransferase_Level": 32.74542366, + "Creatinine_Level": 1.440447824, + "LDH_Level": 124.5306365, + "Calcium_Level": 9.958376951, + "Phosphorus_Level": 3.797597116, + "Glucose_Level": 144.3055362, + "Potassium_Level": 4.502695092, + "Sodium_Level": 143.4559881, + "Smoking_Pack_Years": 37.65018617 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.5652483, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.89983864, + "White_Blood_Cell_Count": 6.523242925, + "Platelet_Count": 208.4125626, + "Albumin_Level": 3.451855551, + "Alkaline_Phosphatase_Level": 104.6389304, + "Alanine_Aminotransferase_Level": 7.559031341, + "Aspartate_Aminotransferase_Level": 32.99789847, + "Creatinine_Level": 0.709791996, + "LDH_Level": 200.9276252, + "Calcium_Level": 10.20993029, + "Phosphorus_Level": 2.714461478, + "Glucose_Level": 73.24142934, + "Potassium_Level": 4.447062818, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 34.16932264, + "Creatinine_Level": 1.229429424, + "LDH_Level": 135.7437898, + "Calcium_Level": 8.569373663, + "Phosphorus_Level": 2.505052817, + "Glucose_Level": 73.49391914, + "Potassium_Level": 4.360906147, + "Sodium_Level": 143.0259949, + "Smoking_Pack_Years": 20.33443812 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.6617878, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.39579609, + "White_Blood_Cell_Count": 8.433598276, + "Platelet_Count": 265.9122744, + "Albumin_Level": 3.495221599, + "Alkaline_Phosphatase_Level": 55.86993766, + "Alanine_Aminotransferase_Level": 24.5690553, + "Aspartate_Aminotransferase_Level": 24.95684887, + "Creatinine_Level": 1.319536101, + "LDH_Level": 228.7421516, + "Calcium_Level": 8.651501333, + "Phosphorus_Level": 4.443697039, + "Glucose_Level": 124.530208, + "Potassium_Level": 3.539053154, + "Sodium_Level": 141.7778287, + "Smoking_Pack_Years": 6.580481624 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.89226575, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.9223843, + "White_Blood_Cell_Count": 6.984159454, + "Platelet_Count": 301.2861218, + "Albumin_Level": 3.465311609, + "Alkaline_Phosphatase_Level": 59.17918491, + "Alanine_Aminotransferase_Level": 22.2906029, + "Aspartate_Aminotransferase_Level": 39.89490119, + "Creatinine_Level": 0.983940359, + "LDH_Level": 202.2133407, + "Calcium_Level": 8.350817797, + "Phosphorus_Level": 2.543915021, + "Glucose_Level": 104.194704, + "Potassium_Level": 4.900249549, + "Sodium_Level": 136.4339302, + "Smoking_Pack_Years": 81.63455179 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.67145468, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.58670289, + "White_Blood_Cell_Count": 8.266468801, + "Platelet_Count": 446.5431682, + "Albumin_Level": 3.76319407, + "Alkaline_Phosphatase_Level": 68.41803772, + "Alanine_Aminotransferase_Level": 36.59543116, + "Aspartate_Aminotransferase_Level": 44.50158856, + "Creatinine_Level": 0.554461983, + "LDH_Level": 112.2595488, + "Calcium_Level": 8.716259161, + "Phosphorus_Level": 2.992928147, + "Glucose_Level": 96.03533636, + "Potassium_Level": 4.932122013, + "Sodium_Level": 142.0314012, + "Smoking_Pack_Years": 79.86823851 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.70538925, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.06913405, + "White_Blood_Cell_Count": 4.307987317, + "Platelet_Count": 348.3197925, + "Albumin_Level": 4.867291155, + "Alkaline_Phosphatase_Level": 82.72922246, + "Alanine_Aminotransferase_Level": 21.51938713, + "Aspartate_Aminotransferase_Level": 14.41961044, + "Creatinine_Level": 1.481285694, + "LDH_Level": 118.404619, + "Calcium_Level": 8.390538528, + "Phosphorus_Level": 4.618098826, + "Glucose_Level": 101.3373249, + "Potassium_Level": 4.634094881, + "Sodium_Level": 135.4079799, + "Smoking_Pack_Years": 24.27004589 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.63260534, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.63526912, + "White_Blood_Cell_Count": 5.169915259, + "Platelet_Count": 202.3930748, + "Albumin_Level": 4.952913907, + "Alkaline_Phosphatase_Level": 41.32379995, + "Alanine_Aminotransferase_Level": 28.40120931, + "Aspartate_Aminotransferase_Level": 25.10382521, + "Creatinine_Level": 1.364497694, + "LDH_Level": 144.9857585, + "Calcium_Level": 8.588250315, + "Phosphorus_Level": 2.525162232, + "Glucose_Level": 84.91977031, + "Potassium_Level": 4.152998204, + "Sodium_Level": 137.8385851, + "Smoking_Pack_Years": 50.08379813 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.52380904, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.89951269, + "White_Blood_Cell_Count": 3.765698039, + "Platelet_Count": 193.1955279, + "Albumin_Level": 4.791405343, + "Alkaline_Phosphatase_Level": 99.03333212, + "Alanine_Aminotransferase_Level": 31.27865324, + "Aspartate_Aminotransferase_Level": 23.0843508, + "Creatinine_Level": 0.918972956, + "LDH_Level": 205.4878687, + "Calcium_Level": 10.14677909, + "Phosphorus_Level": 3.973713926, + "Glucose_Level": 127.8440392, + "Potassium_Level": 3.833968158, + "Sodium_Level": 144.3776078, + "Smoking_Pack_Years": 58.01128469 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.35397807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.86768884, + "White_Blood_Cell_Count": 5.28566011, + "Platelet_Count": 174.8220002, + "Albumin_Level": 3.818782705, + "Alkaline_Phosphatase_Level": 89.80793065, 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"Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.74490582, + "White_Blood_Cell_Count": 8.734259873, + "Platelet_Count": 186.0283905, + "Albumin_Level": 4.930543631, + "Alkaline_Phosphatase_Level": 47.98460746, + "Alanine_Aminotransferase_Level": 6.452475801, + "Aspartate_Aminotransferase_Level": 10.60032548, + "Creatinine_Level": 1.367830144, + "LDH_Level": 164.4289706, + "Calcium_Level": 8.294883774, + "Phosphorus_Level": 4.554726188, + "Glucose_Level": 96.25836479, + "Potassium_Level": 3.806624777, + "Sodium_Level": 138.16478, + "Smoking_Pack_Years": 15.8544935 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.13755318, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.87728445, + "White_Blood_Cell_Count": 5.781594812, + "Platelet_Count": 200.5210745, + "Albumin_Level": 3.43174389, + "Alkaline_Phosphatase_Level": 79.97859588, + "Alanine_Aminotransferase_Level": 8.005035946, + "Aspartate_Aminotransferase_Level": 30.95360275, + "Creatinine_Level": 1.481286681, + "LDH_Level": 121.5155831, + "Calcium_Level": 8.059769162, + "Phosphorus_Level": 3.007862395, + "Glucose_Level": 117.0308631, + "Potassium_Level": 3.574798544, + "Sodium_Level": 144.7703296, + "Smoking_Pack_Years": 62.1379143 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.36376797, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 8.356156373, + "Aspartate_Aminotransferase_Level": 25.68998477, + "Creatinine_Level": 1.200282012, + "LDH_Level": 147.08093, + "Calcium_Level": 9.38259219, + "Phosphorus_Level": 3.961805827, + "Glucose_Level": 141.1703781, + "Potassium_Level": 4.268828664, + "Sodium_Level": 139.0720543, + "Smoking_Pack_Years": 81.92830208 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.73991178, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.0928276, + "White_Blood_Cell_Count": 6.85511894, + "Platelet_Count": 288.4656478, + "Albumin_Level": 4.185453216, + "Alkaline_Phosphatase_Level": 74.56985388, + "Alanine_Aminotransferase_Level": 13.49378304, + "Aspartate_Aminotransferase_Level": 35.68102403, + "Creatinine_Level": 0.63114629, + "LDH_Level": 228.1947152, + "Calcium_Level": 9.522330794, + "Phosphorus_Level": 3.148745452, + "Glucose_Level": 97.89544894, + "Potassium_Level": 4.813603935, + "Sodium_Level": 138.8543152, + "Smoking_Pack_Years": 18.90668517 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.51198801, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.72971884, + "White_Blood_Cell_Count": 4.431099019, + "Platelet_Count": 345.7799929, + "Albumin_Level": 4.680299242, + "Alkaline_Phosphatase_Level": 91.57222683, + "Alanine_Aminotransferase_Level": 35.4885434, + "Aspartate_Aminotransferase_Level": 23.73105457, + "Creatinine_Level": 0.533729877, + "LDH_Level": 126.2143676, + "Calcium_Level": 8.618729386, + "Phosphorus_Level": 2.857156385, + "Glucose_Level": 111.2699745, + "Potassium_Level": 3.532301471, + "Sodium_Level": 135.5293733, + "Smoking_Pack_Years": 99.38358978 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.02675026, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 28.78355807, + "Aspartate_Aminotransferase_Level": 38.05632566, + "Creatinine_Level": 0.864380598, + "LDH_Level": 124.1866653, + "Calcium_Level": 9.724083038, + "Phosphorus_Level": 4.118046158, + "Glucose_Level": 87.17982522, + "Potassium_Level": 3.50808483, + "Sodium_Level": 143.9917936, + "Smoking_Pack_Years": 5.544430613 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.80132066, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.27831049, + "White_Blood_Cell_Count": 4.700892843, + "Platelet_Count": 234.5063827, + "Albumin_Level": 3.886493875, + "Alkaline_Phosphatase_Level": 99.87721465, + "Alanine_Aminotransferase_Level": 19.00731973, + "Aspartate_Aminotransferase_Level": 21.00794553, + "Creatinine_Level": 1.207896389, + "LDH_Level": 232.5109914, + "Calcium_Level": 9.600305445, + "Phosphorus_Level": 3.840780672, + "Glucose_Level": 123.7759185, + "Potassium_Level": 3.891706472, + "Sodium_Level": 136.1758398, + "Smoking_Pack_Years": 33.90652845 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.53684204, + "Tumor_Location": 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83.95116791, + "Potassium_Level": 4.135639329, + "Sodium_Level": 136.2128742, + "Smoking_Pack_Years": 81.57963816 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.02793951, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.6985316, + "White_Blood_Cell_Count": 5.500512358, + "Platelet_Count": 314.0938992, + "Albumin_Level": 4.263386884, + "Alkaline_Phosphatase_Level": 94.95430464, + 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"Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.39303522, + "White_Blood_Cell_Count": 5.31868458, + "Platelet_Count": 226.9896669, + "Albumin_Level": 3.597677316, + "Alkaline_Phosphatase_Level": 87.61785078, + "Alanine_Aminotransferase_Level": 24.65114874, + "Aspartate_Aminotransferase_Level": 22.95301472, + "Creatinine_Level": 1.139285347, + "LDH_Level": 240.5035538, + "Calcium_Level": 9.202943629, + "Phosphorus_Level": 2.705190969, + "Glucose_Level": 81.69136044, + "Potassium_Level": 3.734520986, + "Sodium_Level": 139.5460182, + "Smoking_Pack_Years": 54.29473408 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.19242226, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.84491209, + "White_Blood_Cell_Count": 9.964649855, + "Platelet_Count": 194.9662867, + "Albumin_Level": 4.379729376, + "Alkaline_Phosphatase_Level": 75.24599663, + "Alanine_Aminotransferase_Level": 33.34134644, + "Aspartate_Aminotransferase_Level": 37.10581665, + "Creatinine_Level": 1.173546811, + "LDH_Level": 144.0367422, + "Calcium_Level": 9.292242352, + "Phosphorus_Level": 4.036137858, + "Glucose_Level": 79.86430739, + "Potassium_Level": 3.868685425, + "Sodium_Level": 142.985953, + "Smoking_Pack_Years": 83.69413343 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.55163213, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.12231412, + "White_Blood_Cell_Count": 5.797053805, + "Platelet_Count": 255.5862101, + "Albumin_Level": 3.283016212, + "Alkaline_Phosphatase_Level": 67.42591967, + "Alanine_Aminotransferase_Level": 21.56904029, + "Aspartate_Aminotransferase_Level": 26.27672887, + "Creatinine_Level": 1.152381402, + "LDH_Level": 152.0930691, + "Calcium_Level": 9.391769281, + "Phosphorus_Level": 2.945918371, + "Glucose_Level": 130.0817616, + "Potassium_Level": 4.286724637, + "Sodium_Level": 139.6900551, + "Smoking_Pack_Years": 31.00061502 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.18602932, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.60260302, + "White_Blood_Cell_Count": 6.209449347, + "Platelet_Count": 289.3714081, + "Albumin_Level": 3.829360369, + "Alkaline_Phosphatase_Level": 32.82841454, + "Alanine_Aminotransferase_Level": 26.94730661, + "Aspartate_Aminotransferase_Level": 47.64848789, + "Creatinine_Level": 1.185031023, + "LDH_Level": 195.6993673, + "Calcium_Level": 8.246392467, + "Phosphorus_Level": 4.998856245, + "Glucose_Level": 94.66607182, + "Potassium_Level": 3.662331306, + "Sodium_Level": 135.6828493, + "Smoking_Pack_Years": 77.2703438 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.25454023, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.72401254, + "White_Blood_Cell_Count": 7.951286727, + "Platelet_Count": 231.4828031, + "Albumin_Level": 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"Tumor_Size_mm": 59.79944791, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.67432609, + "White_Blood_Cell_Count": 6.24770211, + "Platelet_Count": 203.9512428, + "Albumin_Level": 3.709684221, + "Alkaline_Phosphatase_Level": 75.98780758, + "Alanine_Aminotransferase_Level": 13.66345259, + "Aspartate_Aminotransferase_Level": 38.42774731, + "Creatinine_Level": 1.019787215, + "LDH_Level": 100.8572769, + "Calcium_Level": 8.585749382, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.82277021, + "White_Blood_Cell_Count": 7.159486852, + "Platelet_Count": 426.189611, + "Albumin_Level": 3.625102307, + "Alkaline_Phosphatase_Level": 38.67343365, + "Alanine_Aminotransferase_Level": 9.75708286, + "Aspartate_Aminotransferase_Level": 26.60729879, + "Creatinine_Level": 1.293550035, + "LDH_Level": 142.3962521, + "Calcium_Level": 10.18421111, + "Phosphorus_Level": 2.638185722, + "Glucose_Level": 111.168493, + "Potassium_Level": 3.541546856, + "Sodium_Level": 137.948142, + "Smoking_Pack_Years": 86.06152347 + }, + { + "Age": 39, + "Gender": "Male", 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154.9561395, + "Calcium_Level": 8.329441709, + "Phosphorus_Level": 4.828221625, + "Glucose_Level": 93.15646671, + "Potassium_Level": 3.831522625, + "Sodium_Level": 141.1761835, + "Smoking_Pack_Years": 34.4078667 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.51441227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.72846388, + "White_Blood_Cell_Count": 9.506233106, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.83591604, + "White_Blood_Cell_Count": 7.214046479, + "Platelet_Count": 307.824724, + "Albumin_Level": 4.675387816, + "Alkaline_Phosphatase_Level": 74.83341366, + "Alanine_Aminotransferase_Level": 19.88700932, + "Aspartate_Aminotransferase_Level": 21.73088727, + "Creatinine_Level": 1.291293134, + "LDH_Level": 224.8913008, + "Calcium_Level": 8.098540316, + "Phosphorus_Level": 4.99367834, + "Glucose_Level": 97.7036785, + "Potassium_Level": 3.533071768, + "Sodium_Level": 137.1073982, + "Smoking_Pack_Years": 79.84300262 + }, + { + "Age": 50, + "Gender": "Male", 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111.7304399, + "Calcium_Level": 8.567260695, + "Phosphorus_Level": 4.325376628, + "Glucose_Level": 137.3181846, + "Potassium_Level": 4.932740232, + "Sodium_Level": 142.7083894, + "Smoking_Pack_Years": 44.26062219 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.82259627, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.15480893, + "White_Blood_Cell_Count": 9.489720785, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.88222122, + "White_Blood_Cell_Count": 6.457158707, + "Platelet_Count": 216.0767843, + "Albumin_Level": 3.840291268, + "Alkaline_Phosphatase_Level": 98.5659633, + "Alanine_Aminotransferase_Level": 25.89744161, + "Aspartate_Aminotransferase_Level": 38.64381202, + "Creatinine_Level": 0.877595188, + "LDH_Level": 211.8571728, + "Calcium_Level": 10.17129559, + "Phosphorus_Level": 4.023019763, + "Glucose_Level": 110.443043, + "Potassium_Level": 4.481816867, + "Sodium_Level": 138.5101181, + "Smoking_Pack_Years": 48.58807924 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.23252909, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.92446984, + "White_Blood_Cell_Count": 7.09767446, + "Platelet_Count": 380.007074, + "Albumin_Level": 4.667006431, + "Alkaline_Phosphatase_Level": 109.7459648, + "Alanine_Aminotransferase_Level": 6.165912398, + "Aspartate_Aminotransferase_Level": 26.64955785, + "Creatinine_Level": 1.241041155, + "LDH_Level": 181.5654869, + "Calcium_Level": 9.047867565, + "Phosphorus_Level": 3.778295634, + "Glucose_Level": 94.53457778, + "Potassium_Level": 3.61628093, + "Sodium_Level": 142.9774918, + "Smoking_Pack_Years": 16.40407183 + }, + { + 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1.003422667, + "LDH_Level": 184.4099979, + "Calcium_Level": 10.33808315, + "Phosphorus_Level": 3.623555703, + "Glucose_Level": 72.70051603, + "Potassium_Level": 3.953931246, + "Sodium_Level": 137.4533095, + "Smoking_Pack_Years": 52.05572514 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.41783912, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.75735142, + "White_Blood_Cell_Count": 7.568781338, + "Platelet_Count": 151.3041916, + "Albumin_Level": 3.770972104, + "Alkaline_Phosphatase_Level": 32.79844366, + "Alanine_Aminotransferase_Level": 5.208782625, + "Aspartate_Aminotransferase_Level": 26.19011546, + "Creatinine_Level": 0.776768724, + "LDH_Level": 195.5545878, + "Calcium_Level": 8.232558357, + "Phosphorus_Level": 3.782192251, + "Glucose_Level": 132.3784029, + "Potassium_Level": 3.842878023, + "Sodium_Level": 136.6815409, + "Smoking_Pack_Years": 58.87790409 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.9696146, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.47961077, + "White_Blood_Cell_Count": 8.700061259, + "Platelet_Count": 316.8694036, + "Albumin_Level": 3.841807821, + "Alkaline_Phosphatase_Level": 75.0780274, + "Alanine_Aminotransferase_Level": 33.04544006, + "Aspartate_Aminotransferase_Level": 13.1781408, + "Creatinine_Level": 1.474144256, + "LDH_Level": 206.6159711, + "Calcium_Level": 8.924778479, + "Phosphorus_Level": 3.29877986, + "Glucose_Level": 144.2879726, + "Potassium_Level": 3.943442633, + "Sodium_Level": 139.9676562, + "Smoking_Pack_Years": 5.572584311 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.39959862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.87460862, + "White_Blood_Cell_Count": 6.382436902, + "Platelet_Count": 224.5528723, + "Albumin_Level": 3.759579347, + "Alkaline_Phosphatase_Level": 62.57904421, + "Alanine_Aminotransferase_Level": 34.61842792, + "Aspartate_Aminotransferase_Level": 40.71531601, + "Creatinine_Level": 1.045928012, + "LDH_Level": 187.5332256, + "Calcium_Level": 9.996766298, + "Phosphorus_Level": 4.876474269, + "Glucose_Level": 137.053968, + "Potassium_Level": 4.704015763, + "Sodium_Level": 142.8088204, + "Smoking_Pack_Years": 59.75689174 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.3636346, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.336504, + "White_Blood_Cell_Count": 5.259896196, + "Platelet_Count": 167.0985366, + "Albumin_Level": 3.430332685, + "Alkaline_Phosphatase_Level": 75.80060484, + "Alanine_Aminotransferase_Level": 28.71399981, + "Aspartate_Aminotransferase_Level": 38.1780301, + "Creatinine_Level": 0.968436944, + "LDH_Level": 206.2889788, + "Calcium_Level": 8.266194985, + "Phosphorus_Level": 3.370065811, + "Glucose_Level": 85.59479342, + "Potassium_Level": 3.57717355, + "Sodium_Level": 141.1370253, + "Smoking_Pack_Years": 87.95675542 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.18192899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.5238687, + "White_Blood_Cell_Count": 5.887412254, + "Platelet_Count": 391.4283673, + "Albumin_Level": 3.953563635, + "Alkaline_Phosphatase_Level": 59.92828221, + "Alanine_Aminotransferase_Level": 28.97878251, + "Aspartate_Aminotransferase_Level": 40.16656943, + "Creatinine_Level": 0.558786787, + "LDH_Level": 130.5187838, + "Calcium_Level": 9.554554553, + "Phosphorus_Level": 4.424686023, + "Glucose_Level": 132.4294854, + "Potassium_Level": 3.629445105, + "Sodium_Level": 135.5077876, + "Smoking_Pack_Years": 59.2233412 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.52545794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.6736573, + "White_Blood_Cell_Count": 8.986447559, + "Platelet_Count": 222.4741217, + "Albumin_Level": 4.882966868, + "Alkaline_Phosphatase_Level": 48.1070221, + "Alanine_Aminotransferase_Level": 31.76008609, + "Aspartate_Aminotransferase_Level": 19.94848068, + "Creatinine_Level": 1.459571979, + "LDH_Level": 231.4210139, + "Calcium_Level": 8.670899754, + "Phosphorus_Level": 4.449191506, + "Glucose_Level": 79.14931749, + "Potassium_Level": 4.201087965, + "Sodium_Level": 144.7049784, + "Smoking_Pack_Years": 24.2448001 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.75064435, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.22865192, + "White_Blood_Cell_Count": 8.305744029, + "Platelet_Count": 347.2201513, + "Albumin_Level": 4.909019338, + "Alkaline_Phosphatase_Level": 51.57391475, + "Alanine_Aminotransferase_Level": 6.595933232, + "Aspartate_Aminotransferase_Level": 26.98709301, + "Creatinine_Level": 0.525345144, + "LDH_Level": 179.1908667, + "Calcium_Level": 9.708198098, + "Phosphorus_Level": 4.499651577, + "Glucose_Level": 75.29118931, + "Potassium_Level": 4.062925631, + "Sodium_Level": 139.5066275, + "Smoking_Pack_Years": 67.84690525 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.24296313, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.23207041, + "White_Blood_Cell_Count": 7.24306114, + "Platelet_Count": 374.450776, + "Albumin_Level": 4.084266139, + "Alkaline_Phosphatase_Level": 82.64244162, + "Alanine_Aminotransferase_Level": 38.95253401, + "Aspartate_Aminotransferase_Level": 18.38773643, + "Creatinine_Level": 1.378282277, + "LDH_Level": 191.5401312, + "Calcium_Level": 8.683906735, + "Phosphorus_Level": 3.628637833, + "Glucose_Level": 77.00040276, + "Potassium_Level": 4.182052647, + "Sodium_Level": 142.601916, + "Smoking_Pack_Years": 66.10114928 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.41417998, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.63137998, + "White_Blood_Cell_Count": 4.791742486, + "Platelet_Count": 292.1007553, + "Albumin_Level": 3.445487649, + "Alkaline_Phosphatase_Level": 70.37479939, + "Alanine_Aminotransferase_Level": 20.38825344, + "Aspartate_Aminotransferase_Level": 38.88656665, + "Creatinine_Level": 1.279347766, + "LDH_Level": 150.4124343, + "Calcium_Level": 9.001387875, + "Phosphorus_Level": 4.955017917, + "Glucose_Level": 82.12989959, + "Potassium_Level": 4.33030878, + "Sodium_Level": 138.9796948, + "Smoking_Pack_Years": 39.24422009 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.2105197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.08405524, + "White_Blood_Cell_Count": 5.897765973, + "Platelet_Count": 421.5557511, + "Albumin_Level": 3.564468075, + "Alkaline_Phosphatase_Level": 82.29724792, + "Alanine_Aminotransferase_Level": 12.95648433, + "Aspartate_Aminotransferase_Level": 43.64362934, + "Creatinine_Level": 1.298442479, + "LDH_Level": 176.9184618, + "Calcium_Level": 8.361501096, + "Phosphorus_Level": 3.648281353, + "Glucose_Level": 107.3383999, + "Potassium_Level": 4.939880765, + "Sodium_Level": 140.2712767, + "Smoking_Pack_Years": 57.97726732 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.65766955, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.56408058, + "White_Blood_Cell_Count": 8.75653142, + "Platelet_Count": 335.7554007, + "Albumin_Level": 3.131139714, + "Alkaline_Phosphatase_Level": 99.99760229, + "Alanine_Aminotransferase_Level": 27.59105382, + "Aspartate_Aminotransferase_Level": 27.99046254, + "Creatinine_Level": 0.863838715, + "LDH_Level": 208.2944306, + "Calcium_Level": 10.14661238, + "Phosphorus_Level": 4.069551102, + "Glucose_Level": 124.207723, + "Potassium_Level": 4.171666656, + "Sodium_Level": 139.5702376, + "Smoking_Pack_Years": 82.84522244 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.26097298, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.39971234, + "White_Blood_Cell_Count": 3.687909131, + "Platelet_Count": 306.7535114, + "Albumin_Level": 4.647261118, + "Alkaline_Phosphatase_Level": 57.90828357, + "Alanine_Aminotransferase_Level": 22.56274654, + "Aspartate_Aminotransferase_Level": 23.10603073, + "Creatinine_Level": 1.128252109, + "LDH_Level": 115.5827392, + "Calcium_Level": 8.256186977, + "Phosphorus_Level": 3.983956231, + "Glucose_Level": 135.1083487, + "Potassium_Level": 4.266613842, + "Sodium_Level": 137.5125534, + "Smoking_Pack_Years": 42.55963821 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.51622832, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.50042829, + "White_Blood_Cell_Count": 9.605075472, + "Platelet_Count": 403.1845542, + "Albumin_Level": 4.420184165, + "Alkaline_Phosphatase_Level": 75.8367622, + "Alanine_Aminotransferase_Level": 19.81730577, + "Aspartate_Aminotransferase_Level": 20.76495137, + "Creatinine_Level": 1.252470442, + "LDH_Level": 168.4528392, + "Calcium_Level": 8.266227221, + "Phosphorus_Level": 4.504303524, + "Glucose_Level": 129.3612602, + "Potassium_Level": 4.198768589, + "Sodium_Level": 138.0780382, + "Smoking_Pack_Years": 73.37859247 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.98826718, + "Tumor_Location": 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"Glucose_Level": 135.4742084, + "Potassium_Level": 4.504483213, + "Sodium_Level": 144.5362632, + "Smoking_Pack_Years": 72.50131235 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.88960205, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.75796228, + "White_Blood_Cell_Count": 3.988731685, + "Platelet_Count": 229.2732108, + "Albumin_Level": 4.90505738, + "Alkaline_Phosphatase_Level": 73.90375183, + "Alanine_Aminotransferase_Level": 34.11138741, + "Aspartate_Aminotransferase_Level": 31.48792701, + "Creatinine_Level": 0.738024036, + "LDH_Level": 110.247587, + "Calcium_Level": 8.859515652, + "Phosphorus_Level": 2.53149535, + "Glucose_Level": 133.4715007, + "Potassium_Level": 4.648270716, + "Sodium_Level": 136.7078811, + "Smoking_Pack_Years": 56.34385048 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.31508912, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.86122445, + "White_Blood_Cell_Count": 7.648191672, + "Platelet_Count": 180.0629775, + "Albumin_Level": 3.735818826, + "Alkaline_Phosphatase_Level": 64.57091831, + "Alanine_Aminotransferase_Level": 22.95349257, + "Aspartate_Aminotransferase_Level": 33.3711768, + "Creatinine_Level": 1.297255614, + "LDH_Level": 210.8869819, + "Calcium_Level": 9.472303665, + "Phosphorus_Level": 4.50433367, + "Glucose_Level": 110.5404798, + "Potassium_Level": 4.810223053, + "Sodium_Level": 140.8782643, + "Smoking_Pack_Years": 95.29733485 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.26112857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.48248967, + "White_Blood_Cell_Count": 9.233155522, + "Platelet_Count": 375.939709, + "Albumin_Level": 3.062534651, + "Alkaline_Phosphatase_Level": 86.03428819, + "Alanine_Aminotransferase_Level": 13.85918224, + "Aspartate_Aminotransferase_Level": 19.959867, + "Creatinine_Level": 0.542511776, + "LDH_Level": 183.0161018, + "Calcium_Level": 9.861933669, + "Phosphorus_Level": 4.929482109, + "Glucose_Level": 79.13251318, + "Potassium_Level": 4.539920361, + "Sodium_Level": 135.4194766, + "Smoking_Pack_Years": 91.73072286 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.91285525, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.71072416, + "White_Blood_Cell_Count": 3.643252637, + "Platelet_Count": 435.7223989, + "Albumin_Level": 3.814444988, + "Alkaline_Phosphatase_Level": 36.41712576, + "Alanine_Aminotransferase_Level": 35.31359919, + "Aspartate_Aminotransferase_Level": 10.75421711, + "Creatinine_Level": 1.060692399, + "LDH_Level": 188.4606962, + "Calcium_Level": 8.642807183, + "Phosphorus_Level": 4.080500283, + "Glucose_Level": 100.2237396, + "Potassium_Level": 4.815101121, + "Sodium_Level": 144.1153248, + "Smoking_Pack_Years": 91.50278723 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.65162244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.59624458, + "White_Blood_Cell_Count": 4.953399472, + "Platelet_Count": 430.9071119, + "Albumin_Level": 3.482894009, + "Alkaline_Phosphatase_Level": 38.62001761, + "Alanine_Aminotransferase_Level": 15.1942714, + "Aspartate_Aminotransferase_Level": 21.37636302, + "Creatinine_Level": 1.079052458, + "LDH_Level": 177.8560745, + "Calcium_Level": 9.326658303, + "Phosphorus_Level": 3.418431129, + "Glucose_Level": 104.581246, + "Potassium_Level": 4.009469557, + "Sodium_Level": 142.935048, + "Smoking_Pack_Years": 33.48686001 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.48962487, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.77949953, + "White_Blood_Cell_Count": 7.198480102, + "Platelet_Count": 354.941262, + "Albumin_Level": 3.964513965, + "Alkaline_Phosphatase_Level": 56.24382148, + "Alanine_Aminotransferase_Level": 28.41629544, + "Aspartate_Aminotransferase_Level": 32.74856401, + "Creatinine_Level": 0.990768587, + "LDH_Level": 132.9548127, + "Calcium_Level": 8.080321657, + "Phosphorus_Level": 2.54605012, + "Glucose_Level": 130.576287, + "Potassium_Level": 4.289574988, + "Sodium_Level": 138.5751944, + "Smoking_Pack_Years": 76.02721632 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.30062126, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.95929238, + "White_Blood_Cell_Count": 4.387711721, + "Platelet_Count": 364.6067499, + "Albumin_Level": 3.957867849, + "Alkaline_Phosphatase_Level": 88.39888031, + "Alanine_Aminotransferase_Level": 32.26868191, + "Aspartate_Aminotransferase_Level": 42.80338207, + "Creatinine_Level": 0.837479205, + "LDH_Level": 157.471321, + "Calcium_Level": 9.493215717, + "Phosphorus_Level": 2.695945685, + "Glucose_Level": 136.7161959, + "Potassium_Level": 4.906265156, + "Sodium_Level": 137.6522841, + "Smoking_Pack_Years": 44.6095432 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.20333774, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.80976328, + "White_Blood_Cell_Count": 8.724441501, + "Platelet_Count": 262.7639391, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.31498427, + "White_Blood_Cell_Count": 6.136975199, + "Platelet_Count": 301.0209386, + "Albumin_Level": 3.529796472, + "Alkaline_Phosphatase_Level": 76.32219102, + "Alanine_Aminotransferase_Level": 18.67756195, + "Aspartate_Aminotransferase_Level": 36.76606214, + "Creatinine_Level": 0.512322016, + "LDH_Level": 199.7008562, + "Calcium_Level": 9.246133474, + "Phosphorus_Level": 4.78775243, + "Glucose_Level": 126.2252516, + "Potassium_Level": 3.885416913, + "Sodium_Level": 140.6394231, + "Smoking_Pack_Years": 81.09021241 + }, + { + "Age": 48, + "Gender": 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196.7342752, + "Calcium_Level": 9.573807325, + "Phosphorus_Level": 4.894624633, + "Glucose_Level": 141.4966945, + "Potassium_Level": 4.324517598, + "Sodium_Level": 135.1563474, + "Smoking_Pack_Years": 14.7695195 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.24998566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.62046488, + "White_Blood_Cell_Count": 8.314777582, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.05682116, + "White_Blood_Cell_Count": 8.748464757, + "Platelet_Count": 303.3768179, + "Albumin_Level": 3.87846115, + "Alkaline_Phosphatase_Level": 103.2344497, + "Alanine_Aminotransferase_Level": 17.40871788, + "Aspartate_Aminotransferase_Level": 23.84096678, + "Creatinine_Level": 0.884980984, + "LDH_Level": 247.4968849, + "Calcium_Level": 8.1453187, + "Phosphorus_Level": 4.796237351, + "Glucose_Level": 124.1111883, + "Potassium_Level": 3.974050741, + "Sodium_Level": 141.6120941, + "Smoking_Pack_Years": 98.99587071 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.2466128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.08846891, + "White_Blood_Cell_Count": 7.241749883, + "Platelet_Count": 282.5465435, + "Albumin_Level": 4.620620819, + "Alkaline_Phosphatase_Level": 110.162399, + "Alanine_Aminotransferase_Level": 26.93989025, + "Aspartate_Aminotransferase_Level": 43.94495889, + "Creatinine_Level": 1.32762412, + "LDH_Level": 135.1156728, + "Calcium_Level": 10.19628561, + "Phosphorus_Level": 4.682500412, + "Glucose_Level": 143.3468462, + "Potassium_Level": 4.387488253, + "Sodium_Level": 139.8520715, + "Smoking_Pack_Years": 59.74263783 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.73207954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.55918534, + "White_Blood_Cell_Count": 7.406312075, + "Platelet_Count": 357.6383062, + "Albumin_Level": 3.164097984, + "Alkaline_Phosphatase_Level": 98.89461252, + "Alanine_Aminotransferase_Level": 7.393555205, + "Aspartate_Aminotransferase_Level": 39.14704274, + "Creatinine_Level": 0.636388677, + "LDH_Level": 244.8839776, + "Calcium_Level": 9.572145205, + "Phosphorus_Level": 4.029276646, + "Glucose_Level": 121.6267478, + "Potassium_Level": 4.947836851, + "Sodium_Level": 143.8312119, + "Smoking_Pack_Years": 75.64462871 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.44777629, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.80917409, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.32648971, + "White_Blood_Cell_Count": 5.227905788, + "Platelet_Count": 421.0617933, + "Albumin_Level": 4.639046051, + "Alkaline_Phosphatase_Level": 72.02380341, + "Alanine_Aminotransferase_Level": 32.50907729, + "Aspartate_Aminotransferase_Level": 48.3877913, + "Creatinine_Level": 1.291011357, + "LDH_Level": 117.2693901, + "Calcium_Level": 8.324882967, + "Phosphorus_Level": 2.787251198, + "Glucose_Level": 107.5440381, + "Potassium_Level": 4.509032364, + "Sodium_Level": 136.2965127, + "Smoking_Pack_Years": 63.90840601 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.53875639, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.41457256, + "White_Blood_Cell_Count": 4.649217164, + "Platelet_Count": 309.5473813, + "Albumin_Level": 3.102237723, + "Alkaline_Phosphatase_Level": 49.42672987, + "Alanine_Aminotransferase_Level": 29.64440336, + "Aspartate_Aminotransferase_Level": 27.44878322, + "Creatinine_Level": 1.229152443, + "LDH_Level": 129.7346209, + "Calcium_Level": 9.062927084, + "Phosphorus_Level": 3.028113817, + "Glucose_Level": 145.8925883, + "Potassium_Level": 3.674144137, + "Sodium_Level": 141.7457397, 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"Aspartate_Aminotransferase_Level": 30.45895428, + "Creatinine_Level": 1.38927821, + "LDH_Level": 218.7555535, + "Calcium_Level": 9.368634909, + "Phosphorus_Level": 3.549246847, + "Glucose_Level": 122.9758115, + "Potassium_Level": 4.157316421, + "Sodium_Level": 139.3946048, + "Smoking_Pack_Years": 9.106355898 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.89197942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.82959298, + "White_Blood_Cell_Count": 6.110414628, + "Platelet_Count": 388.0175152, + "Albumin_Level": 3.922442193, + "Alkaline_Phosphatase_Level": 106.3302617, + "Alanine_Aminotransferase_Level": 23.97228197, + "Aspartate_Aminotransferase_Level": 44.9445406, + "Creatinine_Level": 0.91300962, + "LDH_Level": 212.6714267, + "Calcium_Level": 9.553500387, + "Phosphorus_Level": 3.758951267, + "Glucose_Level": 110.0666004, + "Potassium_Level": 4.222321713, + "Sodium_Level": 144.3240949, + "Smoking_Pack_Years": 27.99721887 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.34425257, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.49115556, + "White_Blood_Cell_Count": 8.066133081, + "Platelet_Count": 207.6687152, + "Albumin_Level": 4.352117157, + "Alkaline_Phosphatase_Level": 107.6194798, + "Alanine_Aminotransferase_Level": 25.35432521, + "Aspartate_Aminotransferase_Level": 43.27123346, + "Creatinine_Level": 1.030368921, + "LDH_Level": 156.2520363, + "Calcium_Level": 8.524825616, + "Phosphorus_Level": 4.146960274, + "Glucose_Level": 125.3981057, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.64889817, + "White_Blood_Cell_Count": 7.473755038, + "Platelet_Count": 380.4483159, + "Albumin_Level": 3.718674774, + "Alkaline_Phosphatase_Level": 62.43104068, + "Alanine_Aminotransferase_Level": 30.03078665, + "Aspartate_Aminotransferase_Level": 31.98482942, + "Creatinine_Level": 0.663069506, + "LDH_Level": 228.5827683, + "Calcium_Level": 10.39281847, + "Phosphorus_Level": 4.458369818, + "Glucose_Level": 127.4331359, + "Potassium_Level": 4.559387909, + "Sodium_Level": 141.5895239, + "Smoking_Pack_Years": 0.465711584 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.09669275, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.16107338, + "White_Blood_Cell_Count": 9.324316838, + "Platelet_Count": 199.6750027, + "Albumin_Level": 3.493948529, + "Alkaline_Phosphatase_Level": 56.9622271, + "Alanine_Aminotransferase_Level": 34.38035708, + "Aspartate_Aminotransferase_Level": 49.734762, + "Creatinine_Level": 1.341497444, + "LDH_Level": 170.039303, + "Calcium_Level": 10.0020326, + "Phosphorus_Level": 3.475251301, + "Glucose_Level": 113.5070195, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 18.91957804, + "Aspartate_Aminotransferase_Level": 17.43237696, + "Creatinine_Level": 0.715913357, + "LDH_Level": 248.6435335, + "Calcium_Level": 9.849635624, + "Phosphorus_Level": 4.820409896, + "Glucose_Level": 77.37651434, + "Potassium_Level": 4.639230377, + "Sodium_Level": 138.6659872, + "Smoking_Pack_Years": 5.541439045 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.99230747, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.74263501, + "White_Blood_Cell_Count": 4.879164403, + "Platelet_Count": 436.6119836, + "Albumin_Level": 4.08396507, + "Alkaline_Phosphatase_Level": 114.0175166, + "Alanine_Aminotransferase_Level": 39.08339448, + "Aspartate_Aminotransferase_Level": 29.45865231, + "Creatinine_Level": 0.676534732, + "LDH_Level": 167.9833122, + "Calcium_Level": 9.430570759, + "Phosphorus_Level": 2.689902182, + "Glucose_Level": 77.27143599, + "Potassium_Level": 4.050402933, + "Sodium_Level": 140.8183378, + "Smoking_Pack_Years": 29.49150989 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.75003699, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.32389425, + "White_Blood_Cell_Count": 5.458001672, + "Platelet_Count": 345.4747464, + "Albumin_Level": 4.074524481, + "Alkaline_Phosphatase_Level": 88.82977989, + "Alanine_Aminotransferase_Level": 35.51317856, + "Aspartate_Aminotransferase_Level": 26.20390343, + "Creatinine_Level": 1.403306481, + "LDH_Level": 119.1570286, + "Calcium_Level": 10.17547152, + "Phosphorus_Level": 2.626896943, + "Glucose_Level": 97.18687819, + "Potassium_Level": 4.356591949, + "Sodium_Level": 140.1156327, + "Smoking_Pack_Years": 18.52850096 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.62800112, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.24235574, + "White_Blood_Cell_Count": 8.612075356, + "Platelet_Count": 244.8496401, + "Albumin_Level": 3.548122504, + "Alkaline_Phosphatase_Level": 39.58894048, + "Alanine_Aminotransferase_Level": 12.10779282, + "Aspartate_Aminotransferase_Level": 41.64943768, + "Creatinine_Level": 1.152721056, + "LDH_Level": 125.8949443, + "Calcium_Level": 8.600326747, + "Phosphorus_Level": 4.908295469, + "Glucose_Level": 78.12148371, + "Potassium_Level": 4.519273621, + "Sodium_Level": 140.4183079, + "Smoking_Pack_Years": 49.4965648 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.20577032, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.50573031, + "White_Blood_Cell_Count": 8.08866635, + "Platelet_Count": 231.6171593, + "Albumin_Level": 3.464165355, + "Alkaline_Phosphatase_Level": 103.2887882, + "Alanine_Aminotransferase_Level": 34.106627, + "Aspartate_Aminotransferase_Level": 23.83922174, + "Creatinine_Level": 1.077034986, + "LDH_Level": 162.8964289, + "Calcium_Level": 9.017639914, + "Phosphorus_Level": 3.52383335, + "Glucose_Level": 103.1225087, + "Potassium_Level": 3.673474878, + "Sodium_Level": 139.4636368, + "Smoking_Pack_Years": 53.53339265 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.23728049, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.2051925, + "White_Blood_Cell_Count": 8.671905159, + "Platelet_Count": 425.9017083, + "Albumin_Level": 4.484036078, + "Alkaline_Phosphatase_Level": 78.27389723, + "Alanine_Aminotransferase_Level": 28.40572444, + "Aspartate_Aminotransferase_Level": 48.21760422, + "Creatinine_Level": 0.867592957, + "LDH_Level": 161.8913377, + "Calcium_Level": 10.02461172, + "Phosphorus_Level": 4.742504073, + "Glucose_Level": 100.4283852, + "Potassium_Level": 4.100987727, + "Sodium_Level": 140.316928, + "Smoking_Pack_Years": 65.56808592 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.97175407, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.06436967, + "White_Blood_Cell_Count": 7.939736792, + "Platelet_Count": 408.8556191, + "Albumin_Level": 3.849644789, + "Alkaline_Phosphatase_Level": 108.7721106, + "Alanine_Aminotransferase_Level": 18.88698871, + "Aspartate_Aminotransferase_Level": 30.49408198, + "Creatinine_Level": 0.786517299, + "LDH_Level": 105.3820171, + "Calcium_Level": 9.199001345, + "Phosphorus_Level": 3.485714306, + "Glucose_Level": 72.84005241, + "Potassium_Level": 4.46055797, + "Sodium_Level": 136.9282118, + "Smoking_Pack_Years": 51.67410318 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.18750972, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.72919958, + "White_Blood_Cell_Count": 6.34002315, + "Platelet_Count": 398.4582839, + "Albumin_Level": 3.576121194, + "Alkaline_Phosphatase_Level": 102.0160311, + "Alanine_Aminotransferase_Level": 5.673767887, + "Aspartate_Aminotransferase_Level": 43.66136888, + "Creatinine_Level": 0.617965199, + "LDH_Level": 153.7277947, + "Calcium_Level": 9.656848464, + "Phosphorus_Level": 2.856470647, + "Glucose_Level": 107.9227167, + "Potassium_Level": 4.35792657, + "Sodium_Level": 140.2795458, + "Smoking_Pack_Years": 54.70786266 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.2444558, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.59397772, + "White_Blood_Cell_Count": 5.808809757, + "Platelet_Count": 430.0912964, + "Albumin_Level": 3.948578506, + "Alkaline_Phosphatase_Level": 111.8206579, + "Alanine_Aminotransferase_Level": 17.10561319, + "Aspartate_Aminotransferase_Level": 20.32054665, + "Creatinine_Level": 1.178991408, + "LDH_Level": 105.7937891, + "Calcium_Level": 9.880701739, + "Phosphorus_Level": 4.107153227, + "Glucose_Level": 81.74998819, + "Potassium_Level": 4.017940241, + "Sodium_Level": 139.1386996, + "Smoking_Pack_Years": 52.62822167 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.3770218, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.31513483, + "White_Blood_Cell_Count": 4.063152045, + "Platelet_Count": 287.565595, + "Albumin_Level": 4.301020375, + "Alkaline_Phosphatase_Level": 110.9199941, + "Alanine_Aminotransferase_Level": 21.15263608, + "Aspartate_Aminotransferase_Level": 29.38951395, + "Creatinine_Level": 1.141272882, + "LDH_Level": 246.5326226, + "Calcium_Level": 8.358935896, + "Phosphorus_Level": 2.779515437, + "Glucose_Level": 84.97503256, + "Potassium_Level": 3.775064138, + "Sodium_Level": 138.4664943, + "Smoking_Pack_Years": 78.39778809 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.56466812, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.17668, + "White_Blood_Cell_Count": 6.823565567, + "Platelet_Count": 194.033177, + "Albumin_Level": 4.606064638, + "Alkaline_Phosphatase_Level": 76.65964148, + "Alanine_Aminotransferase_Level": 9.45318103, + "Aspartate_Aminotransferase_Level": 11.44574684, + "Creatinine_Level": 1.312004167, + "LDH_Level": 120.9803305, + "Calcium_Level": 9.653195248, + "Phosphorus_Level": 4.134404424, + "Glucose_Level": 147.4413579, + "Potassium_Level": 4.942947236, + "Sodium_Level": 136.6389028, + "Smoking_Pack_Years": 33.3043076 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.49953411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.40107715, + "White_Blood_Cell_Count": 8.057431325, + "Platelet_Count": 439.0341786, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.00584742, + "White_Blood_Cell_Count": 8.314936673, + "Platelet_Count": 219.1296022, + "Albumin_Level": 4.085122965, + "Alkaline_Phosphatase_Level": 55.59987343, + "Alanine_Aminotransferase_Level": 25.36791473, + "Aspartate_Aminotransferase_Level": 41.00946136, + "Creatinine_Level": 1.32110346, + "LDH_Level": 162.8481276, + "Calcium_Level": 8.262451903, + "Phosphorus_Level": 3.410072236, + "Glucose_Level": 149.1327843, + "Potassium_Level": 3.929063817, + "Sodium_Level": 139.0376069, + "Smoking_Pack_Years": 44.52730718 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.57171459, + "White_Blood_Cell_Count": 6.469587731, + "Platelet_Count": 345.1984542, + "Albumin_Level": 4.775671111, + "Alkaline_Phosphatase_Level": 107.0227844, + "Alanine_Aminotransferase_Level": 39.85247202, + "Aspartate_Aminotransferase_Level": 24.51819593, + "Creatinine_Level": 1.374412219, + "LDH_Level": 192.4322685, + "Calcium_Level": 9.70948359, + "Phosphorus_Level": 4.403508258, + "Glucose_Level": 111.0485345, + "Potassium_Level": 4.74622445, + "Sodium_Level": 142.7174362, + "Smoking_Pack_Years": 26.78617374 + }, + { + "Age": 47, + "Gender": 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136.6112252, + "Calcium_Level": 9.792516125, + "Phosphorus_Level": 3.478389195, + "Glucose_Level": 147.8909021, + "Potassium_Level": 4.705589913, + "Sodium_Level": 136.9684327, + "Smoking_Pack_Years": 85.82298358 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.69117412, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.15921084, + "White_Blood_Cell_Count": 3.943474783, + 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{ + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.60908358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.81086475, + "White_Blood_Cell_Count": 4.154876974, + "Platelet_Count": 418.2888344, + "Albumin_Level": 4.777258034, + "Alkaline_Phosphatase_Level": 74.18577999, + "Alanine_Aminotransferase_Level": 24.98773349, + "Aspartate_Aminotransferase_Level": 43.91135587, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.72054508, + "White_Blood_Cell_Count": 8.849348041, + "Platelet_Count": 417.262473, + "Albumin_Level": 3.213854293, + "Alkaline_Phosphatase_Level": 99.9527493, + "Alanine_Aminotransferase_Level": 22.67571988, + "Aspartate_Aminotransferase_Level": 19.64183719, + "Creatinine_Level": 0.57936425, + "LDH_Level": 155.3350836, + "Calcium_Level": 10.42327167, + "Phosphorus_Level": 2.726690052, + "Glucose_Level": 85.11421008, + "Potassium_Level": 4.08754768, + "Sodium_Level": 144.0575182, + "Smoking_Pack_Years": 32.70974623 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.15320689, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.55074526, + "White_Blood_Cell_Count": 9.535574886, + "Platelet_Count": 156.3516837, + "Albumin_Level": 4.355298257, + "Alkaline_Phosphatase_Level": 30.40796644, + "Alanine_Aminotransferase_Level": 34.94047584, + "Aspartate_Aminotransferase_Level": 39.36183689, + "Creatinine_Level": 0.904207144, + "LDH_Level": 216.4643838, + "Calcium_Level": 8.244461509, + "Phosphorus_Level": 3.574273925, + "Glucose_Level": 141.9850074, + "Potassium_Level": 3.678390665, + "Sodium_Level": 143.0181859, + "Smoking_Pack_Years": 27.84201338 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.91835852, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.02331087, + "White_Blood_Cell_Count": 3.695038986, + "Platelet_Count": 249.3542842, + "Albumin_Level": 4.766494389, + "Alkaline_Phosphatase_Level": 106.9177048, + "Alanine_Aminotransferase_Level": 15.95539271, + "Aspartate_Aminotransferase_Level": 22.48527823, + "Creatinine_Level": 1.274318347, + "LDH_Level": 113.0200113, + "Calcium_Level": 10.02560208, + "Phosphorus_Level": 4.39620729, + "Glucose_Level": 137.1485712, + "Potassium_Level": 3.551690029, + "Sodium_Level": 144.933522, + "Smoking_Pack_Years": 92.58888329 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.87699689, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.64112561, + "White_Blood_Cell_Count": 9.742320941, + "Platelet_Count": 207.7519802, + "Albumin_Level": 4.532646266, + "Alkaline_Phosphatase_Level": 85.73497817, + "Alanine_Aminotransferase_Level": 22.29346953, + "Aspartate_Aminotransferase_Level": 31.16807263, + "Creatinine_Level": 1.319060605, + "LDH_Level": 249.0849662, + "Calcium_Level": 8.377797913, + "Phosphorus_Level": 3.307930807, + "Glucose_Level": 115.387657, + "Potassium_Level": 3.98196338, + "Sodium_Level": 142.1862861, + "Smoking_Pack_Years": 16.74642326 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.80263988, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.92187528, + "White_Blood_Cell_Count": 3.605112782, + "Platelet_Count": 177.1849245, + "Albumin_Level": 3.516530988, + "Alkaline_Phosphatase_Level": 80.47482204, + "Alanine_Aminotransferase_Level": 20.1993788, + "Aspartate_Aminotransferase_Level": 22.32885418, + "Creatinine_Level": 1.361933563, + "LDH_Level": 128.163318, + "Calcium_Level": 9.74716593, + "Phosphorus_Level": 3.887859247, + "Glucose_Level": 114.0292734, + "Potassium_Level": 3.976515684, + "Sodium_Level": 140.7638716, + "Smoking_Pack_Years": 52.25546478 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.87558275, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.34951797, + "White_Blood_Cell_Count": 7.632576864, + "Platelet_Count": 408.3020654, + "Albumin_Level": 3.926764013, + "Alkaline_Phosphatase_Level": 45.83796819, + "Alanine_Aminotransferase_Level": 35.62195463, + "Aspartate_Aminotransferase_Level": 45.00247332, + "Creatinine_Level": 0.98592692, + "LDH_Level": 109.544918, + "Calcium_Level": 10.40380745, + "Phosphorus_Level": 3.791448537, + "Glucose_Level": 142.9474683, + "Potassium_Level": 4.383286, + "Sodium_Level": 142.8022599, + "Smoking_Pack_Years": 94.38165986 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.24191627, + "Tumor_Location": "Upper 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137.1502614, + "Potassium_Level": 4.61490531, + "Sodium_Level": 138.5587727, + "Smoking_Pack_Years": 5.546839383 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.00670065, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.62615176, + "White_Blood_Cell_Count": 7.828649523, + "Platelet_Count": 311.144719, + "Albumin_Level": 4.213203014, + "Alkaline_Phosphatase_Level": 86.80421087, + "Alanine_Aminotransferase_Level": 23.62066653, + "Aspartate_Aminotransferase_Level": 47.5753219, + "Creatinine_Level": 0.834985723, + "LDH_Level": 204.3614262, + "Calcium_Level": 8.157367537, + "Phosphorus_Level": 4.326867572, + "Glucose_Level": 145.0521844, + "Potassium_Level": 4.271102418, + "Sodium_Level": 143.7428483, + "Smoking_Pack_Years": 71.15327783 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.31816043, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.41143701, + "White_Blood_Cell_Count": 7.086549848, + "Platelet_Count": 251.9973359, + "Albumin_Level": 3.845570548, + "Alkaline_Phosphatase_Level": 60.02143136, + "Alanine_Aminotransferase_Level": 22.28495261, + "Aspartate_Aminotransferase_Level": 18.00579046, + "Creatinine_Level": 1.195898893, + "LDH_Level": 212.3178658, + "Calcium_Level": 9.072581797, + "Phosphorus_Level": 4.905531773, + "Glucose_Level": 123.617942, + "Potassium_Level": 4.363165869, + "Sodium_Level": 138.4474589, + "Smoking_Pack_Years": 19.42381704 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.15558288, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.79614186, + "White_Blood_Cell_Count": 5.240139796, + "Platelet_Count": 252.7210666, + "Albumin_Level": 3.431225428, + "Alkaline_Phosphatase_Level": 74.16969891, + "Alanine_Aminotransferase_Level": 5.97648882, + "Aspartate_Aminotransferase_Level": 39.35762402, + "Creatinine_Level": 0.581933853, + "LDH_Level": 126.3141015, + "Calcium_Level": 10.17699759, + "Phosphorus_Level": 3.993778101, + "Glucose_Level": 141.8958698, + "Potassium_Level": 3.631121921, + "Sodium_Level": 141.3603061, + "Smoking_Pack_Years": 42.28553167 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.00073487, + "Tumor_Location": 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106.2122132, + "Potassium_Level": 4.376209533, + "Sodium_Level": 139.2852566, + "Smoking_Pack_Years": 57.65626398 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.61465644, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.09293537, + "White_Blood_Cell_Count": 6.681376996, + "Platelet_Count": 427.7456765, + "Albumin_Level": 4.421443508, + "Alkaline_Phosphatase_Level": 86.16738757, + "Alanine_Aminotransferase_Level": 24.43115044, + "Aspartate_Aminotransferase_Level": 11.29109679, + "Creatinine_Level": 0.611253133, + "LDH_Level": 102.8516149, + "Calcium_Level": 8.631008771, + "Phosphorus_Level": 4.375830585, + "Glucose_Level": 121.8688376, + "Potassium_Level": 4.97818389, + "Sodium_Level": 142.0946159, + "Smoking_Pack_Years": 87.79746298 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.68295962, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.78958643, + "White_Blood_Cell_Count": 3.772882912, + "Platelet_Count": 308.2583417, + "Albumin_Level": 4.294886311, + "Alkaline_Phosphatase_Level": 58.02770974, + "Alanine_Aminotransferase_Level": 13.35796278, + "Aspartate_Aminotransferase_Level": 37.30424895, + "Creatinine_Level": 1.262526349, + "LDH_Level": 132.3462517, + "Calcium_Level": 8.51321053, + "Phosphorus_Level": 2.567839955, + "Glucose_Level": 139.3753504, + "Potassium_Level": 4.99336422, + "Sodium_Level": 135.4269618, + "Smoking_Pack_Years": 68.58118609 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.1586556, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.92297012, + "White_Blood_Cell_Count": 9.729451733, + "Platelet_Count": 160.7186533, + "Albumin_Level": 3.312116391, + "Alkaline_Phosphatase_Level": 101.064717, + "Alanine_Aminotransferase_Level": 33.62807171, + "Aspartate_Aminotransferase_Level": 14.87389102, + "Creatinine_Level": 0.695865634, + "LDH_Level": 183.4228565, + "Calcium_Level": 8.667993136, + "Phosphorus_Level": 2.506862709, + "Glucose_Level": 97.67670089, + "Potassium_Level": 3.88153207, + "Sodium_Level": 144.1054978, + "Smoking_Pack_Years": 47.72904169 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.38203871, + "Tumor_Location": "Upper 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"Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.38330448, + "White_Blood_Cell_Count": 6.171043807, + "Platelet_Count": 299.4390131, + "Albumin_Level": 3.3043849, + "Alkaline_Phosphatase_Level": 38.05931326, + "Alanine_Aminotransferase_Level": 38.49402114, + "Aspartate_Aminotransferase_Level": 39.30437521, + "Creatinine_Level": 0.889112772, + "LDH_Level": 196.0019809, + "Calcium_Level": 8.673143517, + "Phosphorus_Level": 4.615224743, + "Glucose_Level": 86.89628699, + "Potassium_Level": 4.14363008, + "Sodium_Level": 138.2429586, + "Smoking_Pack_Years": 22.85961616 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.13186487, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.23776794, + "White_Blood_Cell_Count": 8.887786498, + "Platelet_Count": 218.257177, + "Albumin_Level": 4.066565619, + "Alkaline_Phosphatase_Level": 33.00943676, + "Alanine_Aminotransferase_Level": 19.55856935, + "Aspartate_Aminotransferase_Level": 44.33572964, + "Creatinine_Level": 0.870126876, + "LDH_Level": 185.7825665, + "Calcium_Level": 10.14642041, + "Phosphorus_Level": 3.250712027, + "Glucose_Level": 130.9263752, + "Potassium_Level": 3.906563805, + "Sodium_Level": 137.2648292, + "Smoking_Pack_Years": 1.537211408 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.91052111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.37430628, + "White_Blood_Cell_Count": 9.089689632, + "Platelet_Count": 337.6040099, + "Albumin_Level": 3.444003103, + "Alkaline_Phosphatase_Level": 83.59866493, + "Alanine_Aminotransferase_Level": 11.96928008, + "Aspartate_Aminotransferase_Level": 39.64541486, + "Creatinine_Level": 1.48962234, + "LDH_Level": 124.4414887, + "Calcium_Level": 8.099118182, + "Phosphorus_Level": 2.845070731, + "Glucose_Level": 93.24589719, + "Potassium_Level": 4.814886239, + "Sodium_Level": 140.0631639, + "Smoking_Pack_Years": 71.03553673 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.17105516, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.23490004, + "White_Blood_Cell_Count": 9.614719254, + "Platelet_Count": 162.3535238, + "Albumin_Level": 3.788417829, + "Alkaline_Phosphatase_Level": 54.1575231, + "Alanine_Aminotransferase_Level": 21.04108059, + "Aspartate_Aminotransferase_Level": 24.46465853, + "Creatinine_Level": 1.019652431, + "LDH_Level": 118.5439689, + "Calcium_Level": 8.972547233, + "Phosphorus_Level": 3.116425798, + "Glucose_Level": 110.8505873, + "Potassium_Level": 3.888820838, + "Sodium_Level": 139.4352336, + "Smoking_Pack_Years": 64.90195893 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.6153183, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.02436698, + "White_Blood_Cell_Count": 6.450687001, + "Platelet_Count": 308.3775358, + "Albumin_Level": 3.416518145, + "Alkaline_Phosphatase_Level": 83.07484904, + "Alanine_Aminotransferase_Level": 33.15539682, + "Aspartate_Aminotransferase_Level": 16.37779556, + "Creatinine_Level": 0.908765231, + "LDH_Level": 180.43013, + "Calcium_Level": 9.922865129, + "Phosphorus_Level": 4.307578126, + "Glucose_Level": 98.37696219, + "Potassium_Level": 3.568166589, + "Sodium_Level": 144.4414861, + "Smoking_Pack_Years": 83.31600077 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.80988172, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.39568655, + "White_Blood_Cell_Count": 9.411922185, + "Platelet_Count": 251.4273039, + "Albumin_Level": 3.211959408, + "Alkaline_Phosphatase_Level": 61.92694987, + "Alanine_Aminotransferase_Level": 24.14554658, + "Aspartate_Aminotransferase_Level": 49.39533045, + "Creatinine_Level": 1.472661578, + "LDH_Level": 115.9714831, + "Calcium_Level": 10.08643265, + "Phosphorus_Level": 3.791683131, + "Glucose_Level": 142.4454212, + "Potassium_Level": 4.44909467, + "Sodium_Level": 141.6293309, + "Smoking_Pack_Years": 75.21645369 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.67383744, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.81362589, + "White_Blood_Cell_Count": 4.215391898, + "Platelet_Count": 194.7516922, + "Albumin_Level": 4.964683269, + "Alkaline_Phosphatase_Level": 108.7108286, + "Alanine_Aminotransferase_Level": 27.28998565, + "Aspartate_Aminotransferase_Level": 20.6897507, + "Creatinine_Level": 1.432401894, + "LDH_Level": 116.9592421, + "Calcium_Level": 9.251403606, + "Phosphorus_Level": 3.546813429, + "Glucose_Level": 99.75194614, + "Potassium_Level": 4.625728913, + "Sodium_Level": 142.8996131, + "Smoking_Pack_Years": 8.641852326 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.70161979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.08172887, + "White_Blood_Cell_Count": 3.783687211, + "Platelet_Count": 429.9999259, + "Albumin_Level": 4.911512999, + "Alkaline_Phosphatase_Level": 53.78393911, + "Alanine_Aminotransferase_Level": 33.77263441, + "Aspartate_Aminotransferase_Level": 43.49834499, + "Creatinine_Level": 0.991813181, + "LDH_Level": 156.9599487, + "Calcium_Level": 9.794007234, + "Phosphorus_Level": 3.743628291, + "Glucose_Level": 78.08462354, + "Potassium_Level": 4.985254525, + "Sodium_Level": 144.3310442, + "Smoking_Pack_Years": 79.04099726 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.63951717, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.5097126, + "White_Blood_Cell_Count": 5.501349876, + "Platelet_Count": 153.4473305, + "Albumin_Level": 3.06913635, + "Alkaline_Phosphatase_Level": 38.75574551, + "Alanine_Aminotransferase_Level": 16.3615916, + "Aspartate_Aminotransferase_Level": 21.78397243, + "Creatinine_Level": 1.338886825, + "LDH_Level": 230.9340374, + "Calcium_Level": 8.636955326, + "Phosphorus_Level": 4.734339423, + "Glucose_Level": 73.40889051, + "Potassium_Level": 4.796546905, + "Sodium_Level": 144.5567498, + "Smoking_Pack_Years": 67.56978303 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.86151714, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.84575394, + "White_Blood_Cell_Count": 9.533152588, + "Platelet_Count": 248.7279542, + "Albumin_Level": 4.195117895, + "Alkaline_Phosphatase_Level": 37.59772785, + "Alanine_Aminotransferase_Level": 14.09649009, + "Aspartate_Aminotransferase_Level": 33.67016831, + "Creatinine_Level": 1.168554907, + "LDH_Level": 122.3670314, + "Calcium_Level": 9.102257899, + "Phosphorus_Level": 4.922346571, + "Glucose_Level": 76.39759938, + "Potassium_Level": 4.151372149, + "Sodium_Level": 144.2145065, + "Smoking_Pack_Years": 85.46374883 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 83.95940192, + "Alanine_Aminotransferase_Level": 9.760141629, + "Aspartate_Aminotransferase_Level": 17.47759366, + "Creatinine_Level": 1.350802731, + "LDH_Level": 165.4805126, + "Calcium_Level": 9.423556643, + "Phosphorus_Level": 3.935697749, + "Glucose_Level": 101.9284616, + "Potassium_Level": 3.550533039, + "Sodium_Level": 136.1075652, + "Smoking_Pack_Years": 68.4664063 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.86925009, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.65000556, + "White_Blood_Cell_Count": 8.783603473, + "Platelet_Count": 260.0049439, + "Albumin_Level": 3.550677652, + "Alkaline_Phosphatase_Level": 52.42486657, + "Alanine_Aminotransferase_Level": 6.807492619, + "Aspartate_Aminotransferase_Level": 13.97158297, + "Creatinine_Level": 1.215457742, + "LDH_Level": 221.6470493, + "Calcium_Level": 8.109645886, + "Phosphorus_Level": 3.409927494, + "Glucose_Level": 71.01499849, + "Potassium_Level": 4.799279353, + "Sodium_Level": 135.1572154, + "Smoking_Pack_Years": 40.42910683 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.88645749, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.3700332, + "White_Blood_Cell_Count": 7.351151437, + "Platelet_Count": 167.9361183, + "Albumin_Level": 3.176193122, + "Alkaline_Phosphatase_Level": 38.51244101, + "Alanine_Aminotransferase_Level": 23.94284786, + "Aspartate_Aminotransferase_Level": 48.57109522, + "Creatinine_Level": 0.749572853, + "LDH_Level": 137.5048991, + "Calcium_Level": 9.10307668, + "Phosphorus_Level": 4.692246719, + "Glucose_Level": 74.47971202, + "Potassium_Level": 4.163328062, + "Sodium_Level": 143.8635088, + "Smoking_Pack_Years": 81.64503448 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.09910563, + "White_Blood_Cell_Count": 6.755254609, + "Platelet_Count": 257.837344, + "Albumin_Level": 3.601123013, + "Alkaline_Phosphatase_Level": 37.14476848, + "Alanine_Aminotransferase_Level": 29.25790546, + "Aspartate_Aminotransferase_Level": 43.80817777, + "Creatinine_Level": 1.308587253, + "LDH_Level": 220.6449685, + "Calcium_Level": 10.07442671, + "Phosphorus_Level": 2.739079773, + "Glucose_Level": 104.7108091, + "Potassium_Level": 4.601766842, + "Sodium_Level": 138.9517308, + "Smoking_Pack_Years": 48.27523791 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.27676836, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.89305432, + "White_Blood_Cell_Count": 6.913081648, + "Platelet_Count": 375.5719009, + "Albumin_Level": 3.200973732, + "Alkaline_Phosphatase_Level": 112.7051199, + "Alanine_Aminotransferase_Level": 30.77486121, + "Aspartate_Aminotransferase_Level": 48.58323891, + "Creatinine_Level": 1.278386582, + "LDH_Level": 241.4224297, + "Calcium_Level": 9.159209322, + "Phosphorus_Level": 4.341654262, + "Glucose_Level": 79.20808342, + "Potassium_Level": 4.14164033, + "Sodium_Level": 144.8201698, + "Smoking_Pack_Years": 80.58487423 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.53426926, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.08400996, + "White_Blood_Cell_Count": 4.40494188, + "Platelet_Count": 408.7026881, + "Albumin_Level": 3.822060137, + "Alkaline_Phosphatase_Level": 31.20236616, + "Alanine_Aminotransferase_Level": 16.14849283, + "Aspartate_Aminotransferase_Level": 35.31715229, + "Creatinine_Level": 1.233787787, + "LDH_Level": 149.2691155, + "Calcium_Level": 9.725607184, + "Phosphorus_Level": 4.453284579, + "Glucose_Level": 71.05652292, + "Potassium_Level": 4.167203695, + "Sodium_Level": 139.662695, + "Smoking_Pack_Years": 66.56320222 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.52058244, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.36571502, + "White_Blood_Cell_Count": 6.496928036, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.95351126, + "White_Blood_Cell_Count": 7.392332151, + "Platelet_Count": 198.0513545, + "Albumin_Level": 4.432621776, + "Alkaline_Phosphatase_Level": 69.81683742, + "Alanine_Aminotransferase_Level": 21.28579652, + "Aspartate_Aminotransferase_Level": 10.24325004, + "Creatinine_Level": 1.375840762, + "LDH_Level": 108.9979008, + "Calcium_Level": 9.552365315, + "Phosphorus_Level": 4.262151633, + "Glucose_Level": 135.466702, + "Potassium_Level": 4.376731726, + "Sodium_Level": 139.3219178, + "Smoking_Pack_Years": 1.728238493 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.91366096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.2467521, + "White_Blood_Cell_Count": 7.67543466, + "Platelet_Count": 201.9683927, + "Albumin_Level": 3.887600987, + "Alkaline_Phosphatase_Level": 100.7168832, + "Alanine_Aminotransferase_Level": 21.46237524, + "Aspartate_Aminotransferase_Level": 46.03576396, + "Creatinine_Level": 1.426758909, + "LDH_Level": 154.3811922, + "Calcium_Level": 9.025936676, + "Phosphorus_Level": 3.415701893, + "Glucose_Level": 102.7450956, + "Potassium_Level": 4.466096603, + "Sodium_Level": 137.3231162, + "Smoking_Pack_Years": 62.00341291 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.83278941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.13566506, + "White_Blood_Cell_Count": 6.465568495, + "Platelet_Count": 231.7643908, + "Albumin_Level": 4.448388046, + "Alkaline_Phosphatase_Level": 48.21196856, + "Alanine_Aminotransferase_Level": 17.77241164, + "Aspartate_Aminotransferase_Level": 35.50064367, + "Creatinine_Level": 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}, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.0935193, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.87761266, + "White_Blood_Cell_Count": 6.657021016, + "Platelet_Count": 286.2927397, + "Albumin_Level": 4.740678432, + "Alkaline_Phosphatase_Level": 102.4255516, + "Alanine_Aminotransferase_Level": 11.03229528, + "Aspartate_Aminotransferase_Level": 12.0131065, + 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"White_Blood_Cell_Count": 5.6065667, + "Platelet_Count": 349.0368004, + "Albumin_Level": 4.411028632, + "Alkaline_Phosphatase_Level": 34.0456261, + "Alanine_Aminotransferase_Level": 18.31794747, + "Aspartate_Aminotransferase_Level": 16.24344132, + "Creatinine_Level": 0.999580719, + "LDH_Level": 142.8408798, + "Calcium_Level": 10.30505375, + "Phosphorus_Level": 3.985926837, + "Glucose_Level": 95.34614338, + "Potassium_Level": 3.931345702, + "Sodium_Level": 135.8047545, + "Smoking_Pack_Years": 96.08756252 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.10072353, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": 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"Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.34661807, + "White_Blood_Cell_Count": 8.852563909, + "Platelet_Count": 402.130945, + "Albumin_Level": 4.452515411, + "Alkaline_Phosphatase_Level": 117.0097949, + "Alanine_Aminotransferase_Level": 32.78527775, + "Aspartate_Aminotransferase_Level": 24.69547638, + "Creatinine_Level": 1.11181202, + "LDH_Level": 145.17455, + "Calcium_Level": 9.897875865, + "Phosphorus_Level": 2.932861944, + "Glucose_Level": 114.5120484, + "Potassium_Level": 4.320910823, + "Sodium_Level": 144.7195582, + "Smoking_Pack_Years": 72.06815673 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.8597672, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.72016908, + "White_Blood_Cell_Count": 9.027530445, + "Platelet_Count": 303.536346, + "Albumin_Level": 3.36416757, + "Alkaline_Phosphatase_Level": 96.80207049, + "Alanine_Aminotransferase_Level": 8.683295791, + "Aspartate_Aminotransferase_Level": 19.51445074, + "Creatinine_Level": 1.0883821, + "LDH_Level": 123.518537, + "Calcium_Level": 9.764129108, + "Phosphorus_Level": 4.283691341, + "Glucose_Level": 106.3677256, + "Potassium_Level": 3.936066267, + "Sodium_Level": 138.6781873, + "Smoking_Pack_Years": 75.12719226 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.43543391, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.99267422, + 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"No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.47285228, + "White_Blood_Cell_Count": 6.803306897, + "Platelet_Count": 171.552214, + "Albumin_Level": 3.179812653, + "Alkaline_Phosphatase_Level": 118.7899387, + "Alanine_Aminotransferase_Level": 22.21623465, + "Aspartate_Aminotransferase_Level": 23.21192612, + "Creatinine_Level": 0.873920301, + "LDH_Level": 214.2028547, + "Calcium_Level": 10.48495388, + "Phosphorus_Level": 4.992685587, + "Glucose_Level": 142.9781173, + "Potassium_Level": 4.712947763, + "Sodium_Level": 140.3289731, + "Smoking_Pack_Years": 81.20579867 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.99820097, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.77348256, + "White_Blood_Cell_Count": 7.012096747, + "Platelet_Count": 251.3694939, + "Albumin_Level": 4.663950029, + "Alkaline_Phosphatase_Level": 63.37106806, + "Alanine_Aminotransferase_Level": 32.88799854, + "Aspartate_Aminotransferase_Level": 39.03186966, + "Creatinine_Level": 1.088435386, + "LDH_Level": 190.8113876, + "Calcium_Level": 9.004652462, + "Phosphorus_Level": 2.548893123, + "Glucose_Level": 122.835612, + "Potassium_Level": 4.903756644, + "Sodium_Level": 142.9523131, + "Smoking_Pack_Years": 4.620384867 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.99805904, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.22460953, + "White_Blood_Cell_Count": 5.858722889, + "Platelet_Count": 328.8304818, + "Albumin_Level": 3.665061094, + "Alkaline_Phosphatase_Level": 50.97761383, + "Alanine_Aminotransferase_Level": 14.27187802, + "Aspartate_Aminotransferase_Level": 41.53377331, 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.53356116, + "White_Blood_Cell_Count": 6.603738212, + "Platelet_Count": 263.7643629, + "Albumin_Level": 4.208734813, + "Alkaline_Phosphatase_Level": 114.1902539, + "Alanine_Aminotransferase_Level": 9.011076249, + "Aspartate_Aminotransferase_Level": 32.62466985, + "Creatinine_Level": 0.520392354, + "LDH_Level": 176.7898646, + "Calcium_Level": 9.548262274, + "Phosphorus_Level": 3.978341877, + "Glucose_Level": 118.9247842, + "Potassium_Level": 4.111835234, + "Sodium_Level": 136.4893443, + "Smoking_Pack_Years": 11.63650096 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.81787067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.98093705, + "White_Blood_Cell_Count": 7.107688645, + "Platelet_Count": 346.5362595, + "Albumin_Level": 3.540900962, + "Alkaline_Phosphatase_Level": 111.5177619, + "Alanine_Aminotransferase_Level": 13.53477475, + "Aspartate_Aminotransferase_Level": 24.73695521, + "Creatinine_Level": 1.435074386, + "LDH_Level": 239.6665681, + "Calcium_Level": 9.78164017, + "Phosphorus_Level": 3.996482061, + "Glucose_Level": 126.1696551, + "Potassium_Level": 3.979251283, + "Sodium_Level": 137.9729769, + "Smoking_Pack_Years": 7.968299107 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.29100757, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.15442704, + "White_Blood_Cell_Count": 5.192748879, + "Platelet_Count": 432.676272, + "Albumin_Level": 3.838451775, + "Alkaline_Phosphatase_Level": 101.5071221, + "Alanine_Aminotransferase_Level": 12.05403141, + "Aspartate_Aminotransferase_Level": 30.42361566, + "Creatinine_Level": 1.423071623, + "LDH_Level": 220.7048777, + "Calcium_Level": 10.41783054, + "Phosphorus_Level": 3.023171702, + "Glucose_Level": 137.9780172, + "Potassium_Level": 3.724806706, + "Sodium_Level": 143.5418674, + "Smoking_Pack_Years": 3.557494397 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.30215784, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.32784949, + "White_Blood_Cell_Count": 5.321989623, + "Platelet_Count": 199.5311547, + "Albumin_Level": 4.969016685, + "Alkaline_Phosphatase_Level": 84.29482317, + "Alanine_Aminotransferase_Level": 30.97320479, + "Aspartate_Aminotransferase_Level": 23.64201947, + "Creatinine_Level": 1.322194566, + "LDH_Level": 216.400612, + "Calcium_Level": 9.304440418, + "Phosphorus_Level": 3.735239867, + "Glucose_Level": 118.6151873, + "Potassium_Level": 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29.86790537, + "Aspartate_Aminotransferase_Level": 26.029549, + "Creatinine_Level": 1.048505114, + "LDH_Level": 130.9772972, + "Calcium_Level": 8.124305758, + "Phosphorus_Level": 4.758214302, + "Glucose_Level": 146.308455, + "Potassium_Level": 4.980793631, + "Sodium_Level": 140.1379862, + "Smoking_Pack_Years": 97.99996166 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.26829738, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.08131743, + "White_Blood_Cell_Count": 4.416146668, + "Platelet_Count": 329.2128659, + "Albumin_Level": 4.690055437, + "Alkaline_Phosphatase_Level": 30.84146815, + "Alanine_Aminotransferase_Level": 13.01456409, + "Aspartate_Aminotransferase_Level": 47.48712747, + "Creatinine_Level": 0.858540654, + "LDH_Level": 118.4595987, + "Calcium_Level": 9.671285957, + "Phosphorus_Level": 2.869588434, + "Glucose_Level": 98.34369226, + "Potassium_Level": 4.823996981, + "Sodium_Level": 135.5921945, + "Smoking_Pack_Years": 95.72632794 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.60827031, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.9969502, + "White_Blood_Cell_Count": 3.758872149, + "Platelet_Count": 406.0700784, + "Albumin_Level": 3.2270858, + "Alkaline_Phosphatase_Level": 98.45743936, + "Alanine_Aminotransferase_Level": 39.16466046, + "Aspartate_Aminotransferase_Level": 28.64701536, + "Creatinine_Level": 1.466670389, + "LDH_Level": 235.4297009, + "Calcium_Level": 9.030314563, + "Phosphorus_Level": 3.064869285, + "Glucose_Level": 119.4663877, + "Potassium_Level": 3.640093554, + "Sodium_Level": 135.2964747, + "Smoking_Pack_Years": 29.4467185 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.25724929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.93977339, + "White_Blood_Cell_Count": 6.298329687, + "Platelet_Count": 226.8100532, + "Albumin_Level": 4.567443064, + "Alkaline_Phosphatase_Level": 31.03861187, + "Alanine_Aminotransferase_Level": 19.59756981, + "Aspartate_Aminotransferase_Level": 37.41588703, + "Creatinine_Level": 1.299390115, + "LDH_Level": 175.6305924, + "Calcium_Level": 10.16162475, + "Phosphorus_Level": 4.874489026, + "Glucose_Level": 133.8550716, + "Potassium_Level": 3.716841938, + "Sodium_Level": 144.6533249, + "Smoking_Pack_Years": 35.90954108 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.27228199, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.28321729, + "White_Blood_Cell_Count": 3.963821295, + "Platelet_Count": 329.0990105, + "Albumin_Level": 3.047009377, + "Alkaline_Phosphatase_Level": 64.3409435, + "Alanine_Aminotransferase_Level": 28.43643986, + "Aspartate_Aminotransferase_Level": 11.79257681, + "Creatinine_Level": 0.724477341, + "LDH_Level": 196.6107726, + "Calcium_Level": 8.550595786, + "Phosphorus_Level": 4.537477561, + "Glucose_Level": 81.37642488, + "Potassium_Level": 4.860106443, + "Sodium_Level": 137.6419283, + "Smoking_Pack_Years": 97.20298857 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.35593302, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 68, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.62631687, + "White_Blood_Cell_Count": 3.75126809, + "Platelet_Count": 199.2971045, + "Albumin_Level": 4.260654224, + "Alkaline_Phosphatase_Level": 95.08076699, + "Alanine_Aminotransferase_Level": 22.3913861, + "Aspartate_Aminotransferase_Level": 15.63493035, + "Creatinine_Level": 1.21562543, + "LDH_Level": 194.1694072, + "Calcium_Level": 10.31148706, + "Phosphorus_Level": 2.860672967, + "Glucose_Level": 98.90526446, + "Potassium_Level": 4.498537544, + "Sodium_Level": 136.9804543, + "Smoking_Pack_Years": 92.52170852 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.5963499, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.37585808, + "White_Blood_Cell_Count": 7.762647173, + "Platelet_Count": 211.9891417, + "Albumin_Level": 3.523987109, + "Alkaline_Phosphatase_Level": 52.95225763, + "Alanine_Aminotransferase_Level": 32.01509281, + "Aspartate_Aminotransferase_Level": 22.85388633, + "Creatinine_Level": 1.15997482, + "LDH_Level": 170.204671, + "Calcium_Level": 10.1497751, + "Phosphorus_Level": 3.413045285, + "Glucose_Level": 112.9112617, + "Potassium_Level": 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"Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.40151312, + "White_Blood_Cell_Count": 9.83469281, + "Platelet_Count": 415.017266, + "Albumin_Level": 3.499918283, + "Alkaline_Phosphatase_Level": 115.3142509, + "Alanine_Aminotransferase_Level": 36.39033576, + "Aspartate_Aminotransferase_Level": 17.33019679, + "Creatinine_Level": 0.835309767, + "LDH_Level": 225.622321, + "Calcium_Level": 8.997506907, + "Phosphorus_Level": 3.666377845, + "Glucose_Level": 86.0339505, + "Potassium_Level": 4.560874183, + "Sodium_Level": 140.2609545, + "Smoking_Pack_Years": 68.59775648 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.41745403, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.28090184, + "White_Blood_Cell_Count": 6.385075674, + "Platelet_Count": 206.5559513, + "Albumin_Level": 4.927263224, + "Alkaline_Phosphatase_Level": 56.95897293, + "Alanine_Aminotransferase_Level": 28.57125124, + "Aspartate_Aminotransferase_Level": 48.86189509, + "Creatinine_Level": 1.243006272, + "LDH_Level": 211.6781622, + "Calcium_Level": 9.174071682, + "Phosphorus_Level": 2.86269888, + "Glucose_Level": 142.4748795, + "Potassium_Level": 4.94249476, + "Sodium_Level": 137.2303632, + "Smoking_Pack_Years": 90.97064238 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.62886256, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.50604272, + "White_Blood_Cell_Count": 5.388002759, + "Platelet_Count": 357.6326752, + "Albumin_Level": 3.932569279, + "Alkaline_Phosphatase_Level": 113.2327002, + "Alanine_Aminotransferase_Level": 16.4786863, + "Aspartate_Aminotransferase_Level": 29.97384508, + "Creatinine_Level": 0.895629286, + "LDH_Level": 172.2227014, + "Calcium_Level": 10.39221995, + "Phosphorus_Level": 3.263585056, + "Glucose_Level": 102.347667, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 31.87400043, + "Aspartate_Aminotransferase_Level": 11.46659554, + "Creatinine_Level": 1.037354594, + "LDH_Level": 233.4462824, + "Calcium_Level": 10.00728139, + "Phosphorus_Level": 4.325448196, + "Glucose_Level": 147.8479438, + "Potassium_Level": 4.478837822, + "Sodium_Level": 136.1961324, + "Smoking_Pack_Years": 92.07949124 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.54822497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.89759793, + "White_Blood_Cell_Count": 7.812793178, + "Platelet_Count": 370.7103205, + "Albumin_Level": 4.122669035, + "Alkaline_Phosphatase_Level": 61.26453731, + "Alanine_Aminotransferase_Level": 11.95318467, + "Aspartate_Aminotransferase_Level": 17.53248169, + "Creatinine_Level": 1.358045723, + "LDH_Level": 101.628489, + "Calcium_Level": 10.08971532, + "Phosphorus_Level": 3.017877547, + "Glucose_Level": 97.23914082, + "Potassium_Level": 3.574960291, + "Sodium_Level": 135.5629948, + "Smoking_Pack_Years": 99.83841195 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.69392331, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.52114966, + "White_Blood_Cell_Count": 5.505933789, + "Platelet_Count": 247.176058, + "Albumin_Level": 4.763233349, + "Alkaline_Phosphatase_Level": 113.8954892, + "Alanine_Aminotransferase_Level": 17.73515722, + "Aspartate_Aminotransferase_Level": 37.241927, + "Creatinine_Level": 0.996242098, + "LDH_Level": 202.4104219, + "Calcium_Level": 9.521526806, + "Phosphorus_Level": 4.238124657, + "Glucose_Level": 84.17488589, + "Potassium_Level": 4.980202919, + "Sodium_Level": 141.7080205, + "Smoking_Pack_Years": 39.40648671 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.73064984, + "White_Blood_Cell_Count": 7.257513559, + "Platelet_Count": 308.3557945, + "Albumin_Level": 4.071707238, + "Alkaline_Phosphatase_Level": 105.2090228, + "Alanine_Aminotransferase_Level": 31.25435863, + "Aspartate_Aminotransferase_Level": 41.68176696, + "Creatinine_Level": 0.914052957, + "LDH_Level": 241.2595549, + "Calcium_Level": 10.02334296, + "Phosphorus_Level": 3.79841362, + "Glucose_Level": 94.40900898, + "Potassium_Level": 4.188477186, + "Sodium_Level": 144.7430078, + "Smoking_Pack_Years": 34.11267283 + }, + { + "Age": 43, + "Gender": 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222.6674308, + "Calcium_Level": 9.658264397, + "Phosphorus_Level": 2.563447625, + "Glucose_Level": 125.5302993, + "Potassium_Level": 4.338774629, + "Sodium_Level": 137.0838243, + "Smoking_Pack_Years": 19.8088796 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.21950672, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.14523206, + "White_Blood_Cell_Count": 4.57725608, + 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26.16404342 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.66182763, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.77364429, + "White_Blood_Cell_Count": 8.143304539, + "Platelet_Count": 160.8306475, + "Albumin_Level": 4.550702023, + "Alkaline_Phosphatase_Level": 79.44299896, + "Alanine_Aminotransferase_Level": 7.981107113, + "Aspartate_Aminotransferase_Level": 45.22920213, + "Creatinine_Level": 1.161108367, + "LDH_Level": 140.7374273, + "Calcium_Level": 9.358561324, + "Phosphorus_Level": 2.514922486, + "Glucose_Level": 123.8426075, + "Potassium_Level": 3.534139602, + "Sodium_Level": 137.1759248, + "Smoking_Pack_Years": 47.86689945 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.50245728, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.72439656, + "White_Blood_Cell_Count": 3.876184979, + "Platelet_Count": 234.3671381, + "Albumin_Level": 3.583691412, + "Alkaline_Phosphatase_Level": 91.09575158, + "Alanine_Aminotransferase_Level": 32.04477035, + "Aspartate_Aminotransferase_Level": 46.67665898, + "Creatinine_Level": 1.377895712, + "LDH_Level": 183.4866609, + "Calcium_Level": 10.19525791, + "Phosphorus_Level": 2.791537094, + "Glucose_Level": 147.8882595, + "Potassium_Level": 3.761662335, + "Sodium_Level": 140.9612269, + "Smoking_Pack_Years": 95.01005634 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.48044752, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.94040511, + "White_Blood_Cell_Count": 4.392758523, + "Platelet_Count": 404.599791, + "Albumin_Level": 3.550597745, + "Alkaline_Phosphatase_Level": 33.51543425, + "Alanine_Aminotransferase_Level": 36.56044574, + "Aspartate_Aminotransferase_Level": 36.24601668, + "Creatinine_Level": 1.111380474, + "LDH_Level": 241.5016106, + "Calcium_Level": 9.411663953, + "Phosphorus_Level": 3.397632569, + "Glucose_Level": 82.43176619, + "Potassium_Level": 3.513591161, + "Sodium_Level": 141.4528553, + "Smoking_Pack_Years": 74.32350548 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.29269987, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.11675871, + "White_Blood_Cell_Count": 9.30726558, + "Platelet_Count": 323.5768089, + "Albumin_Level": 3.274774534, + "Alkaline_Phosphatase_Level": 108.3508484, + "Alanine_Aminotransferase_Level": 39.33936, + "Aspartate_Aminotransferase_Level": 49.31484124, + "Creatinine_Level": 1.347551607, + "LDH_Level": 146.0268363, + "Calcium_Level": 9.730652826, + "Phosphorus_Level": 4.87022496, + "Glucose_Level": 120.7360611, + "Potassium_Level": 3.665113069, + "Sodium_Level": 143.3590881, + "Smoking_Pack_Years": 96.58038348 + }, 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0.533724431, + "LDH_Level": 199.3722177, + "Calcium_Level": 9.708185383, + "Phosphorus_Level": 2.877415368, + "Glucose_Level": 101.8772946, + "Potassium_Level": 4.011102635, + "Sodium_Level": 136.0124669, + "Smoking_Pack_Years": 88.37879557 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.90016283, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.80215707, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.33575905, + "White_Blood_Cell_Count": 4.666976081, + "Platelet_Count": 266.7183446, + "Albumin_Level": 3.135280946, + "Alkaline_Phosphatase_Level": 110.7227866, + "Alanine_Aminotransferase_Level": 9.562398369, + "Aspartate_Aminotransferase_Level": 46.96155887, + "Creatinine_Level": 1.283704277, + "LDH_Level": 141.9287357, + "Calcium_Level": 8.620773414, + "Phosphorus_Level": 4.086284964, + "Glucose_Level": 146.5406686, + "Potassium_Level": 3.89242079, + "Sodium_Level": 137.6246239, + "Smoking_Pack_Years": 51.87070034 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.81660198, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.49077412, + "White_Blood_Cell_Count": 4.312318006, + "Platelet_Count": 294.7619778, + "Albumin_Level": 3.346166136, + "Alkaline_Phosphatase_Level": 96.75822837, + "Alanine_Aminotransferase_Level": 10.36841036, + "Aspartate_Aminotransferase_Level": 47.58668825, + "Creatinine_Level": 0.68596368, + "LDH_Level": 106.4592721, + "Calcium_Level": 8.964762675, + "Phosphorus_Level": 3.698847678, + "Glucose_Level": 98.53545782, + "Potassium_Level": 4.383405295, + "Sodium_Level": 136.7336131, + "Smoking_Pack_Years": 42.42449212 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.07962878, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.72454868, + "White_Blood_Cell_Count": 7.965942816, + "Platelet_Count": 403.5833736, + "Albumin_Level": 3.108493914, + "Alkaline_Phosphatase_Level": 35.44482107, + "Alanine_Aminotransferase_Level": 17.9462615, + "Aspartate_Aminotransferase_Level": 33.32444258, + "Creatinine_Level": 0.739787918, + "LDH_Level": 244.9601402, + "Calcium_Level": 9.128195724, + "Phosphorus_Level": 4.899688688, + "Glucose_Level": 145.6826657, + "Potassium_Level": 3.954017714, + "Sodium_Level": 136.220564, + "Smoking_Pack_Years": 56.15592948 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.68398453, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.33639155, + "White_Blood_Cell_Count": 7.603631817, + "Platelet_Count": 324.8523422, + "Albumin_Level": 3.828762992, + "Alkaline_Phosphatase_Level": 59.19132891, + "Alanine_Aminotransferase_Level": 28.68430505, + "Aspartate_Aminotransferase_Level": 32.63434989, + "Creatinine_Level": 1.123141946, + "LDH_Level": 241.4595581, + "Calcium_Level": 10.11104673, + "Phosphorus_Level": 2.953178783, + "Glucose_Level": 72.5528522, + "Potassium_Level": 4.131637615, + "Sodium_Level": 138.9675083, + "Smoking_Pack_Years": 27.1938685 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.01833537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.18738674, + "White_Blood_Cell_Count": 4.295041315, + "Platelet_Count": 322.2062166, + "Albumin_Level": 3.86486919, + "Alkaline_Phosphatase_Level": 62.43264059, + "Alanine_Aminotransferase_Level": 28.82112326, + "Aspartate_Aminotransferase_Level": 11.59301125, + "Creatinine_Level": 0.658112833, + "LDH_Level": 161.5253469, + "Calcium_Level": 10.06915253, + "Phosphorus_Level": 3.517558493, + "Glucose_Level": 77.2450223, + "Potassium_Level": 4.500083535, + "Sodium_Level": 139.6491275, + "Smoking_Pack_Years": 94.10739354 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.29246288, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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+ "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.79405757, + "White_Blood_Cell_Count": 7.956517987, + "Platelet_Count": 358.3540405, + "Albumin_Level": 3.253464907, + "Alkaline_Phosphatase_Level": 41.36707951, + "Alanine_Aminotransferase_Level": 22.39686401, + "Aspartate_Aminotransferase_Level": 24.18997605, + "Creatinine_Level": 0.739196577, + "LDH_Level": 122.5909386, + "Calcium_Level": 10.38354032, + "Phosphorus_Level": 2.631473125, + "Glucose_Level": 134.7996865, + "Potassium_Level": 3.647337599, + "Sodium_Level": 138.6546991, + "Smoking_Pack_Years": 16.67540449 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.72428404, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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3.920673199, + "Sodium_Level": 144.1251604, + "Smoking_Pack_Years": 54.94246229 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.42622567, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.09516441, + "White_Blood_Cell_Count": 4.70415648, + "Platelet_Count": 211.7390592, + "Albumin_Level": 4.719440572, + "Alkaline_Phosphatase_Level": 86.07704099, + 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"Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.47100743, + "White_Blood_Cell_Count": 5.276472413, + "Platelet_Count": 269.3385109, + "Albumin_Level": 4.734261337, + "Alkaline_Phosphatase_Level": 103.6500961, + "Alanine_Aminotransferase_Level": 36.36869298, + "Aspartate_Aminotransferase_Level": 32.89756423, + "Creatinine_Level": 1.170393407, + "LDH_Level": 139.0205882, + "Calcium_Level": 8.96102838, + "Phosphorus_Level": 3.094284992, + "Glucose_Level": 127.516687, + "Potassium_Level": 3.721992193, + "Sodium_Level": 144.2450093, + "Smoking_Pack_Years": 37.18285349 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.25725838, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.56290617, + "White_Blood_Cell_Count": 4.611119336, + "Platelet_Count": 350.3118954, + "Albumin_Level": 3.726959076, + "Alkaline_Phosphatase_Level": 73.89170287, + "Alanine_Aminotransferase_Level": 10.44716363, + "Aspartate_Aminotransferase_Level": 40.11993351, + "Creatinine_Level": 0.840062617, + "LDH_Level": 177.8894343, + "Calcium_Level": 8.172601814, + "Phosphorus_Level": 2.679515961, + "Glucose_Level": 136.7259899, + "Potassium_Level": 4.397615587, + "Sodium_Level": 144.85335, + "Smoking_Pack_Years": 62.4160949 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.34667782, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.24506199, + "White_Blood_Cell_Count": 5.264662973, + "Platelet_Count": 386.5102755, + "Albumin_Level": 4.922114774, + "Alkaline_Phosphatase_Level": 110.8945536, + "Alanine_Aminotransferase_Level": 27.88057706, + "Aspartate_Aminotransferase_Level": 25.24340418, + "Creatinine_Level": 1.435090368, + "LDH_Level": 236.9684424, + "Calcium_Level": 8.475551309, + "Phosphorus_Level": 4.455924792, + "Glucose_Level": 135.3281055, + "Potassium_Level": 4.311562219, + "Sodium_Level": 141.858121, + "Smoking_Pack_Years": 66.14061248 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.65594372, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.12999632, + "White_Blood_Cell_Count": 7.468857172, + "Platelet_Count": 253.8514386, + "Albumin_Level": 3.219788008, + "Alkaline_Phosphatase_Level": 118.8740017, + "Alanine_Aminotransferase_Level": 25.67727365, + "Aspartate_Aminotransferase_Level": 43.90177172, + "Creatinine_Level": 1.144714436, + "LDH_Level": 184.1489953, + "Calcium_Level": 8.876058662, + "Phosphorus_Level": 4.318605436, + "Glucose_Level": 80.18564974, + "Potassium_Level": 3.932001144, + "Sodium_Level": 138.0212534, + "Smoking_Pack_Years": 77.43986985 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.73017171, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.92719704, + "White_Blood_Cell_Count": 9.626184803, + "Platelet_Count": 349.0034192, + "Albumin_Level": 3.851380401, + "Alkaline_Phosphatase_Level": 32.80368568, + "Alanine_Aminotransferase_Level": 36.01834936, + "Aspartate_Aminotransferase_Level": 32.39595493, + "Creatinine_Level": 1.328875725, + "LDH_Level": 162.6806734, + "Calcium_Level": 8.247339718, + "Phosphorus_Level": 2.807698646, + "Glucose_Level": 96.37779071, + "Potassium_Level": 4.679211612, + "Sodium_Level": 138.5307895, + "Smoking_Pack_Years": 92.46863873 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.34720267, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.57615936, + "White_Blood_Cell_Count": 7.561896491, + "Platelet_Count": 196.2230529, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.96699768, + "White_Blood_Cell_Count": 4.259644333, + "Platelet_Count": 237.7420494, + "Albumin_Level": 4.581978964, + "Alkaline_Phosphatase_Level": 49.90027552, + "Alanine_Aminotransferase_Level": 19.09666371, + "Aspartate_Aminotransferase_Level": 14.43730913, + "Creatinine_Level": 0.584306127, + "LDH_Level": 140.0314413, + "Calcium_Level": 9.890390349, + "Phosphorus_Level": 3.824923871, + "Glucose_Level": 81.76353704, + "Potassium_Level": 3.631301196, + "Sodium_Level": 139.1795576, + "Smoking_Pack_Years": 88.66867686 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.49279329, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.62112149, + "White_Blood_Cell_Count": 8.152165561, + "Platelet_Count": 387.1368054, + "Albumin_Level": 3.43748793, + "Alkaline_Phosphatase_Level": 111.5831992, + "Alanine_Aminotransferase_Level": 26.89602016, + "Aspartate_Aminotransferase_Level": 18.53806821, + "Creatinine_Level": 0.882705717, + "LDH_Level": 167.0508233, + "Calcium_Level": 9.300068368, + "Phosphorus_Level": 2.717783336, + "Glucose_Level": 70.35150047, + "Potassium_Level": 4.699372084, + "Sodium_Level": 142.4559345, + "Smoking_Pack_Years": 71.80288426 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.84727541, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.36344377, + "White_Blood_Cell_Count": 5.452434646, + "Platelet_Count": 385.2079665, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.53756491, + "White_Blood_Cell_Count": 4.844137172, + "Platelet_Count": 414.459348, + "Albumin_Level": 4.133772093, + "Alkaline_Phosphatase_Level": 79.24018098, + "Alanine_Aminotransferase_Level": 11.81696744, + "Aspartate_Aminotransferase_Level": 20.2595711, + "Creatinine_Level": 0.694319432, + "LDH_Level": 142.3901111, + "Calcium_Level": 8.848757575, + "Phosphorus_Level": 4.324154937, + "Glucose_Level": 141.3586739, + "Potassium_Level": 4.06971605, + "Sodium_Level": 143.8568386, + "Smoking_Pack_Years": 61.12775706 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.58773051, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.31098043, + "White_Blood_Cell_Count": 6.925789801, + "Platelet_Count": 331.5849056, + "Albumin_Level": 3.268078853, + "Alkaline_Phosphatase_Level": 61.194762, + "Alanine_Aminotransferase_Level": 37.32553361, + "Aspartate_Aminotransferase_Level": 33.12169548, + "Creatinine_Level": 1.139954477, + "LDH_Level": 140.7406764, + "Calcium_Level": 8.47988362, + "Phosphorus_Level": 2.869669512, + "Glucose_Level": 114.8249633, + "Potassium_Level": 4.778629467, + "Sodium_Level": 137.8663487, + "Smoking_Pack_Years": 77.59149908 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.74818817, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.14290179, + "White_Blood_Cell_Count": 9.718132903, + "Platelet_Count": 254.4551047, + "Albumin_Level": 3.949883816, + "Alkaline_Phosphatase_Level": 62.85127561, + "Alanine_Aminotransferase_Level": 35.42484855, + "Aspartate_Aminotransferase_Level": 30.64099437, + "Creatinine_Level": 0.829786687, + "LDH_Level": 215.7307549, + "Calcium_Level": 8.570020656, + "Phosphorus_Level": 4.631073694, + "Glucose_Level": 146.0296638, + "Potassium_Level": 4.003208745, + "Sodium_Level": 142.377597, + "Smoking_Pack_Years": 54.47091794 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.56936363, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.11369415, + "White_Blood_Cell_Count": 4.761643746, + "Platelet_Count": 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.9589567, + "White_Blood_Cell_Count": 9.394792248, + "Platelet_Count": 306.8671045, + "Albumin_Level": 4.139770868, + "Alkaline_Phosphatase_Level": 40.76357299, + "Alanine_Aminotransferase_Level": 30.3931954, + "Aspartate_Aminotransferase_Level": 32.88884979, + "Creatinine_Level": 1.200747403, + "LDH_Level": 141.7736624, + "Calcium_Level": 9.168948714, + "Phosphorus_Level": 2.895923537, + "Glucose_Level": 119.900223, + "Potassium_Level": 4.311673324, + "Sodium_Level": 136.6305983, + "Smoking_Pack_Years": 0.497577356 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.22847223, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.76794438, + "White_Blood_Cell_Count": 7.083269838, + "Platelet_Count": 181.437819, + "Albumin_Level": 3.482848051, + "Alkaline_Phosphatase_Level": 54.15504657, + "Alanine_Aminotransferase_Level": 18.20759611, + "Aspartate_Aminotransferase_Level": 17.83597574, + "Creatinine_Level": 0.502988393, + "LDH_Level": 215.5619548, + "Calcium_Level": 8.242955759, + "Phosphorus_Level": 4.752851275, + "Glucose_Level": 115.8518649, + "Potassium_Level": 4.967238339, + "Sodium_Level": 139.0235076, + "Smoking_Pack_Years": 56.60010162 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.31920991, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.83360976, + "White_Blood_Cell_Count": 4.890416094, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.74893069, + "White_Blood_Cell_Count": 4.803632983, + "Platelet_Count": 231.8142306, + "Albumin_Level": 4.953120954, + "Alkaline_Phosphatase_Level": 69.8264682, + "Alanine_Aminotransferase_Level": 15.18352736, + "Aspartate_Aminotransferase_Level": 44.51923449, + "Creatinine_Level": 0.621790389, + "LDH_Level": 179.8677731, + "Calcium_Level": 8.996787533, + "Phosphorus_Level": 3.88757975, + "Glucose_Level": 119.0313466, + "Potassium_Level": 4.49612668, + "Sodium_Level": 140.0834108, + "Smoking_Pack_Years": 61.87032407 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.33127558, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.71487706, + "White_Blood_Cell_Count": 7.705787584, + "Platelet_Count": 290.7360516, + "Albumin_Level": 4.976361404, + "Alkaline_Phosphatase_Level": 94.10280644, + "Alanine_Aminotransferase_Level": 37.876757, + "Aspartate_Aminotransferase_Level": 10.2513155, + "Creatinine_Level": 0.923788353, + "LDH_Level": 164.9056582, + "Calcium_Level": 8.26810652, + "Phosphorus_Level": 4.630048411, + "Glucose_Level": 130.8226601, + "Potassium_Level": 4.234877983, + "Sodium_Level": 136.1582906, + "Smoking_Pack_Years": 42.38018784 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.80419843, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.65223224, + "White_Blood_Cell_Count": 5.081397607, + "Platelet_Count": 447.0978744, + "Albumin_Level": 3.811492749, + "Alkaline_Phosphatase_Level": 39.04129106, + "Alanine_Aminotransferase_Level": 38.51966706, + "Aspartate_Aminotransferase_Level": 40.57435146, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.6647054, + "White_Blood_Cell_Count": 4.343669095, + "Platelet_Count": 334.1151765, + "Albumin_Level": 3.863065483, + "Alkaline_Phosphatase_Level": 32.22430966, + "Alanine_Aminotransferase_Level": 6.582111365, + "Aspartate_Aminotransferase_Level": 32.06543901, + "Creatinine_Level": 1.197350159, + "LDH_Level": 238.7253149, + "Calcium_Level": 8.531788173, + "Phosphorus_Level": 4.356101534, + "Glucose_Level": 141.2740968, + "Potassium_Level": 3.884765314, + "Sodium_Level": 142.7783963, + "Smoking_Pack_Years": 74.90438412 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.69700851, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.84343394, + "White_Blood_Cell_Count": 6.563868113, + "Platelet_Count": 224.3215072, + "Albumin_Level": 4.927046661, + "Alkaline_Phosphatase_Level": 100.3816454, + "Alanine_Aminotransferase_Level": 39.86763962, + "Aspartate_Aminotransferase_Level": 18.89556286, + "Creatinine_Level": 0.507661288, + "LDH_Level": 110.9361511, + "Calcium_Level": 9.876112513, + "Phosphorus_Level": 3.761920348, + "Glucose_Level": 73.79913682, + "Potassium_Level": 4.763387317, + "Sodium_Level": 142.2579784, + "Smoking_Pack_Years": 56.17031217 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.03130312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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"Alanine_Aminotransferase_Level": 28.84468848, + "Aspartate_Aminotransferase_Level": 14.68121205, + "Creatinine_Level": 0.61784278, + "LDH_Level": 166.3678019, + "Calcium_Level": 8.501941466, + "Phosphorus_Level": 3.996467183, + "Glucose_Level": 126.4306403, + "Potassium_Level": 4.355741158, + "Sodium_Level": 144.7906105, + "Smoking_Pack_Years": 46.92527363 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.24066854, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.09346091, + "White_Blood_Cell_Count": 5.267510645, + "Platelet_Count": 442.0100129, + "Albumin_Level": 4.142296749, + "Alkaline_Phosphatase_Level": 89.23554251, + "Alanine_Aminotransferase_Level": 32.01136807, + "Aspartate_Aminotransferase_Level": 12.5140686, + "Creatinine_Level": 0.77178545, + "LDH_Level": 236.3454662, + "Calcium_Level": 9.368938459, + "Phosphorus_Level": 3.42602948, + "Glucose_Level": 82.33942251, + "Potassium_Level": 4.230236825, + "Sodium_Level": 141.1868489, + "Smoking_Pack_Years": 68.31160951 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.62843383, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.20582832, + "White_Blood_Cell_Count": 9.81659117, + "Platelet_Count": 260.9574117, + "Albumin_Level": 3.011090154, + "Alkaline_Phosphatase_Level": 31.07194876, + "Alanine_Aminotransferase_Level": 23.21999745, + "Aspartate_Aminotransferase_Level": 34.2961116, + "Creatinine_Level": 1.488797857, + "LDH_Level": 191.673617, + "Calcium_Level": 9.157899504, + "Phosphorus_Level": 4.335955628, + "Glucose_Level": 112.0543676, + "Potassium_Level": 4.4352703, + "Sodium_Level": 141.3846953, + "Smoking_Pack_Years": 42.39244047 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.28594531, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.5451076, + "White_Blood_Cell_Count": 7.258116436, + "Platelet_Count": 352.9051395, + "Albumin_Level": 4.397936404, + "Alkaline_Phosphatase_Level": 48.31951409, + "Alanine_Aminotransferase_Level": 29.81788037, + "Aspartate_Aminotransferase_Level": 48.08030332, + "Creatinine_Level": 1.201178788, + "LDH_Level": 200.3968098, + "Calcium_Level": 8.20914431, + "Phosphorus_Level": 3.316266914, + "Glucose_Level": 99.14793794, + "Potassium_Level": 4.612486778, + "Sodium_Level": 137.9332743, + "Smoking_Pack_Years": 50.49835764 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.57214152, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.18305298, + "White_Blood_Cell_Count": 6.831091765, + "Platelet_Count": 352.9778089, + "Albumin_Level": 3.88060366, + "Alkaline_Phosphatase_Level": 34.67433175, + "Alanine_Aminotransferase_Level": 29.85902399, + "Aspartate_Aminotransferase_Level": 24.35482771, + "Creatinine_Level": 1.103301969, + "LDH_Level": 157.1022008, + "Calcium_Level": 10.10556295, + "Phosphorus_Level": 4.778990149, + "Glucose_Level": 131.6636947, + "Potassium_Level": 3.667491796, + "Sodium_Level": 137.9017352, + "Smoking_Pack_Years": 82.63829658 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.92870681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.64361985, + "White_Blood_Cell_Count": 6.150915096, + "Platelet_Count": 288.3880187, + "Albumin_Level": 3.163436425, + "Alkaline_Phosphatase_Level": 63.8262648, + "Alanine_Aminotransferase_Level": 5.978793011, + "Aspartate_Aminotransferase_Level": 38.60086315, + "Creatinine_Level": 0.592770863, + "LDH_Level": 234.0316452, + "Calcium_Level": 9.281529314, + "Phosphorus_Level": 4.999906854, + "Glucose_Level": 116.2324197, + "Potassium_Level": 3.79095519, + "Sodium_Level": 135.1996029, + "Smoking_Pack_Years": 2.752129533 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.92254081, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.20691431, + "White_Blood_Cell_Count": 7.337479303, + "Platelet_Count": 155.0448854, + "Albumin_Level": 4.621203149, + "Alkaline_Phosphatase_Level": 119.0849702, + "Alanine_Aminotransferase_Level": 15.03187108, + "Aspartate_Aminotransferase_Level": 14.42178011, + "Creatinine_Level": 0.881520044, + "LDH_Level": 130.5783516, + "Calcium_Level": 9.224932829, + "Phosphorus_Level": 3.75417241, + "Glucose_Level": 88.61632126, + "Potassium_Level": 4.790239184, + "Sodium_Level": 138.5638787, + "Smoking_Pack_Years": 19.10689045 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.30458648, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.19254645, + "White_Blood_Cell_Count": 8.712718604, + "Platelet_Count": 276.8990688, + "Albumin_Level": 3.963716701, + "Alkaline_Phosphatase_Level": 102.5050642, + "Alanine_Aminotransferase_Level": 20.97322727, + "Aspartate_Aminotransferase_Level": 39.73375123, + "Creatinine_Level": 0.547113368, + "LDH_Level": 201.7538787, + "Calcium_Level": 8.522856754, + "Phosphorus_Level": 2.855268727, + "Glucose_Level": 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"Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.12794298, + "White_Blood_Cell_Count": 9.141059127, + "Platelet_Count": 291.9256287, + "Albumin_Level": 4.241935272, + "Alkaline_Phosphatase_Level": 84.87185933, + "Alanine_Aminotransferase_Level": 27.7442481, + "Aspartate_Aminotransferase_Level": 15.65983894, + "Creatinine_Level": 0.572494316, + "LDH_Level": 230.8695931, + "Calcium_Level": 9.940275634, + "Phosphorus_Level": 4.917658749, + "Glucose_Level": 106.0266648, + "Potassium_Level": 3.998535263, + "Sodium_Level": 136.6720341, + "Smoking_Pack_Years": 92.17551704 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.828865, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.22517026, + "White_Blood_Cell_Count": 7.934589632, + "Platelet_Count": 359.8694259, + "Albumin_Level": 4.734028496, + "Alkaline_Phosphatase_Level": 99.23009707, + "Alanine_Aminotransferase_Level": 35.89607096, + "Aspartate_Aminotransferase_Level": 15.56712887, + "Creatinine_Level": 1.057798295, + "LDH_Level": 135.7138523, + "Calcium_Level": 9.187674154, + "Phosphorus_Level": 4.891283336, + "Glucose_Level": 131.3718891, + "Potassium_Level": 4.655071433, + "Sodium_Level": 139.998026, + "Smoking_Pack_Years": 64.45368212 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.14771093, + "Tumor_Location": 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"Glucose_Level": 146.0634591, + "Potassium_Level": 4.032008416, + "Sodium_Level": 137.030524, + "Smoking_Pack_Years": 90.29786708 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.47313828, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.51222226, + "White_Blood_Cell_Count": 9.979386435, + "Platelet_Count": 397.4217407, + "Albumin_Level": 4.29928783, + "Alkaline_Phosphatase_Level": 50.05827207, + "Alanine_Aminotransferase_Level": 17.81662684, + "Aspartate_Aminotransferase_Level": 15.5385568, + "Creatinine_Level": 1.277934627, + "LDH_Level": 182.1968817, + "Calcium_Level": 8.753121128, + "Phosphorus_Level": 2.900312124, + "Glucose_Level": 103.519322, + "Potassium_Level": 3.645811126, + "Sodium_Level": 137.4831193, + "Smoking_Pack_Years": 13.36401369 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.77526667, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.55710637, + "White_Blood_Cell_Count": 3.929070771, + "Platelet_Count": 215.0248188, + "Albumin_Level": 4.025278021, + "Alkaline_Phosphatase_Level": 88.33767672, + "Alanine_Aminotransferase_Level": 28.49149819, + "Aspartate_Aminotransferase_Level": 32.66433784, + "Creatinine_Level": 1.010603012, + "LDH_Level": 192.941769, + "Calcium_Level": 9.680255041, + "Phosphorus_Level": 4.911574019, + "Glucose_Level": 82.80183869, + "Potassium_Level": 4.658449296, + "Sodium_Level": 138.0863891, + "Smoking_Pack_Years": 42.53111182 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.23611896, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.57168628, + "White_Blood_Cell_Count": 4.335878976, + "Platelet_Count": 414.7068692, + "Albumin_Level": 3.685954962, + "Alkaline_Phosphatase_Level": 42.56241209, + "Alanine_Aminotransferase_Level": 36.64902262, + "Aspartate_Aminotransferase_Level": 12.62980882, + "Creatinine_Level": 1.453075022, + "LDH_Level": 201.5341986, + "Calcium_Level": 10.1662485, + "Phosphorus_Level": 3.913296641, + "Glucose_Level": 95.02721369, + "Potassium_Level": 4.207026628, + "Sodium_Level": 138.0401245, + "Smoking_Pack_Years": 36.88104969 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.11373292, + "White_Blood_Cell_Count": 8.330792435, + "Platelet_Count": 166.5112763, + "Albumin_Level": 3.205030222, + "Alkaline_Phosphatase_Level": 93.92549945, + "Alanine_Aminotransferase_Level": 24.7424348, + "Aspartate_Aminotransferase_Level": 46.87317083, + "Creatinine_Level": 0.537756256, + "LDH_Level": 191.3412072, + "Calcium_Level": 10.38689853, + "Phosphorus_Level": 2.764597015, + "Glucose_Level": 111.7861285, + "Potassium_Level": 4.730440229, + "Sodium_Level": 142.1131908, + "Smoking_Pack_Years": 25.99133702 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.96037553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.87130677, + "White_Blood_Cell_Count": 5.466368077, + "Platelet_Count": 303.673351, + "Albumin_Level": 3.933798451, + "Alkaline_Phosphatase_Level": 56.3903119, + "Alanine_Aminotransferase_Level": 9.696993372, + "Aspartate_Aminotransferase_Level": 13.699578, + "Creatinine_Level": 1.026449406, + "LDH_Level": 184.577025, + "Calcium_Level": 8.890253053, + "Phosphorus_Level": 4.826256514, + "Glucose_Level": 112.0375378, + "Potassium_Level": 4.236068213, + "Sodium_Level": 141.9835433, + "Smoking_Pack_Years": 67.85247058 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.95735381, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.73963327, + "White_Blood_Cell_Count": 6.76642371, + "Platelet_Count": 427.5407452, + 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.65787984, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.49860215, + "White_Blood_Cell_Count": 9.117008328, + "Platelet_Count": 273.08371, + "Albumin_Level": 4.453653146, + "Alkaline_Phosphatase_Level": 60.99867514, + "Alanine_Aminotransferase_Level": 6.629179397, + "Aspartate_Aminotransferase_Level": 11.49235055, + "Creatinine_Level": 0.949201394, + "LDH_Level": 181.4377212, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.84530808, + "White_Blood_Cell_Count": 9.337825663, + "Platelet_Count": 216.4047115, + "Albumin_Level": 3.96843457, + "Alkaline_Phosphatase_Level": 53.9906334, + "Alanine_Aminotransferase_Level": 24.16010302, + "Aspartate_Aminotransferase_Level": 20.44352731, + "Creatinine_Level": 0.619552736, + "LDH_Level": 212.4958323, + "Calcium_Level": 8.652283684, + "Phosphorus_Level": 2.570536451, + "Glucose_Level": 118.8049216, + "Potassium_Level": 3.878420934, + "Sodium_Level": 140.7073013, + "Smoking_Pack_Years": 30.86722254 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.6397495, + "White_Blood_Cell_Count": 3.531343476, + "Platelet_Count": 250.4199448, + "Albumin_Level": 3.895914038, + "Alkaline_Phosphatase_Level": 116.112123, + "Alanine_Aminotransferase_Level": 25.00721523, + "Aspartate_Aminotransferase_Level": 48.86636372, + "Creatinine_Level": 0.702135264, + "LDH_Level": 193.5547394, + "Calcium_Level": 10.21158438, + "Phosphorus_Level": 2.616840422, + "Glucose_Level": 90.41868966, + "Potassium_Level": 4.613842853, + "Sodium_Level": 144.1750397, + "Smoking_Pack_Years": 62.42713951 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.87421371, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.31376651, + "White_Blood_Cell_Count": 7.7155133, + "Platelet_Count": 361.8573401, + "Albumin_Level": 4.885708995, + "Alkaline_Phosphatase_Level": 115.5477951, + "Alanine_Aminotransferase_Level": 17.0611713, + "Aspartate_Aminotransferase_Level": 28.55187132, + "Creatinine_Level": 0.650839349, + "LDH_Level": 196.6742113, + "Calcium_Level": 8.305882374, + "Phosphorus_Level": 3.75771184, + "Glucose_Level": 101.3594164, + "Potassium_Level": 3.527485794, + "Sodium_Level": 138.4787224, + "Smoking_Pack_Years": 44.58098448 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.63618171, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "African American", 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.06467524, + "White_Blood_Cell_Count": 3.672319925, + "Platelet_Count": 419.1783139, + "Albumin_Level": 3.178777165, + "Alkaline_Phosphatase_Level": 56.05369965, + "Alanine_Aminotransferase_Level": 27.50976379, + "Aspartate_Aminotransferase_Level": 45.39404846, + "Creatinine_Level": 0.76634413, + "LDH_Level": 120.9885674, + "Calcium_Level": 9.196369095, + "Phosphorus_Level": 2.548148886, + "Glucose_Level": 141.8652718, + "Potassium_Level": 4.055823337, + "Sodium_Level": 138.0305702, + "Smoking_Pack_Years": 19.50343043 + }, + { 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.36671011, + "White_Blood_Cell_Count": 8.92792524, + "Platelet_Count": 380.0114436, + "Albumin_Level": 4.076770152, + "Alkaline_Phosphatase_Level": 53.48252693, + "Alanine_Aminotransferase_Level": 19.10684474, + "Aspartate_Aminotransferase_Level": 19.65978511, + "Creatinine_Level": 0.7712541, + "LDH_Level": 162.6076861, + "Calcium_Level": 9.788778, + "Phosphorus_Level": 3.873824608, + "Glucose_Level": 88.5355089, + "Potassium_Level": 4.675635202, + "Sodium_Level": 135.8614247, + "Smoking_Pack_Years": 94.95712649 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.1289936, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.79542607, + "White_Blood_Cell_Count": 9.936385578, + "Platelet_Count": 387.6470227, + "Albumin_Level": 3.652708159, + "Alkaline_Phosphatase_Level": 40.13475491, + "Alanine_Aminotransferase_Level": 38.23006747, + "Aspartate_Aminotransferase_Level": 21.77108095, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.17655794, + "White_Blood_Cell_Count": 9.050147458, + "Platelet_Count": 345.0204299, + "Albumin_Level": 3.41964826, + "Alkaline_Phosphatase_Level": 102.8920149, + "Alanine_Aminotransferase_Level": 34.26676959, + "Aspartate_Aminotransferase_Level": 35.63428634, + "Creatinine_Level": 0.728966906, + "LDH_Level": 178.9836328, + "Calcium_Level": 8.898649709, + "Phosphorus_Level": 3.805631763, + "Glucose_Level": 109.5257114, + "Potassium_Level": 3.871648042, + "Sodium_Level": 144.2928816, + "Smoking_Pack_Years": 1.689608921 + }, + { 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.76250201, + "White_Blood_Cell_Count": 8.02809312, + "Platelet_Count": 391.7187167, + "Albumin_Level": 4.89583542, + "Alkaline_Phosphatase_Level": 63.02288742, + "Alanine_Aminotransferase_Level": 21.59101478, + "Aspartate_Aminotransferase_Level": 18.03154237, + "Creatinine_Level": 1.175203259, + "LDH_Level": 103.3567929, + "Calcium_Level": 9.201712237, + "Phosphorus_Level": 4.075846703, + "Glucose_Level": 73.18721682, + "Potassium_Level": 4.797104369, + "Sodium_Level": 138.2290643, + "Smoking_Pack_Years": 17.45211219 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.46600153, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.45311406, + "White_Blood_Cell_Count": 4.035802127, + "Platelet_Count": 441.1936509, + "Albumin_Level": 3.507778118, + "Alkaline_Phosphatase_Level": 111.2755215, + "Alanine_Aminotransferase_Level": 32.11163367, + "Aspartate_Aminotransferase_Level": 24.3771858, + "Creatinine_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.55321046, + "White_Blood_Cell_Count": 5.852378386, + "Platelet_Count": 396.5742528, + "Albumin_Level": 4.111834537, + "Alkaline_Phosphatase_Level": 32.39899339, + "Alanine_Aminotransferase_Level": 37.98594509, + "Aspartate_Aminotransferase_Level": 19.60618497, + "Creatinine_Level": 1.462782604, + "LDH_Level": 142.9917772, + "Calcium_Level": 8.51880956, + "Phosphorus_Level": 4.858468587, + "Glucose_Level": 111.1136469, + "Potassium_Level": 3.983370055, + "Sodium_Level": 140.8918141, + "Smoking_Pack_Years": 49.39268068 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.75782076, + "Tumor_Location": "Upper 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.80938125, + "White_Blood_Cell_Count": 4.694113561, + "Platelet_Count": 369.5402421, + "Albumin_Level": 4.631452071, + "Alkaline_Phosphatase_Level": 49.2890317, + "Alanine_Aminotransferase_Level": 25.78473704, + "Aspartate_Aminotransferase_Level": 21.59419657, + "Creatinine_Level": 1.268285034, + "LDH_Level": 140.7815484, + "Calcium_Level": 9.671408194, + "Phosphorus_Level": 2.699260457, + "Glucose_Level": 137.8200473, + "Potassium_Level": 3.738245774, + "Sodium_Level": 143.9158136, + "Smoking_Pack_Years": 56.10770235 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.51703024, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.18565921, + "White_Blood_Cell_Count": 9.364519847, + "Platelet_Count": 154.1641352, + "Albumin_Level": 3.300877706, + "Alkaline_Phosphatase_Level": 50.26958849, + "Alanine_Aminotransferase_Level": 34.69194921, + "Aspartate_Aminotransferase_Level": 28.73021965, + "Creatinine_Level": 1.001743849, + "LDH_Level": 108.108576, + "Calcium_Level": 9.496906624, + "Phosphorus_Level": 4.114873396, + "Glucose_Level": 121.5955583, + "Potassium_Level": 4.302232444, + "Sodium_Level": 138.0200106, + "Smoking_Pack_Years": 41.02740075 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.10514755, + "Tumor_Location": "Upper 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.64788635, + "White_Blood_Cell_Count": 9.951094258, + "Platelet_Count": 275.8744088, + "Albumin_Level": 3.461354986, + "Alkaline_Phosphatase_Level": 34.31051075, + "Alanine_Aminotransferase_Level": 31.41050712, + "Aspartate_Aminotransferase_Level": 17.27209144, + "Creatinine_Level": 0.734080747, + "LDH_Level": 151.1172882, + "Calcium_Level": 10.31557991, + "Phosphorus_Level": 4.784983643, + "Glucose_Level": 72.96000608, + "Potassium_Level": 4.322003925, + "Sodium_Level": 142.737987, + "Smoking_Pack_Years": 98.74523098 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.1993238, + "White_Blood_Cell_Count": 5.316221793, + "Platelet_Count": 263.7916197, + "Albumin_Level": 3.801919071, + "Alkaline_Phosphatase_Level": 94.33468718, + "Alanine_Aminotransferase_Level": 15.19272322, + "Aspartate_Aminotransferase_Level": 14.06110344, + "Creatinine_Level": 0.987486443, + "LDH_Level": 142.1844217, + "Calcium_Level": 9.401801208, + "Phosphorus_Level": 3.655670054, + "Glucose_Level": 74.01243716, + "Potassium_Level": 4.046725329, + "Sodium_Level": 143.5619348, + "Smoking_Pack_Years": 35.71144107 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.95989744, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.53835529, + "White_Blood_Cell_Count": 3.73463834, + "Platelet_Count": 420.407819, + "Albumin_Level": 3.405362229, + "Alkaline_Phosphatase_Level": 50.94268773, + "Alanine_Aminotransferase_Level": 11.21599108, + "Aspartate_Aminotransferase_Level": 16.67427921, + "Creatinine_Level": 0.575243455, + "LDH_Level": 240.5423051, + "Calcium_Level": 9.051103797, + "Phosphorus_Level": 3.010078187, + "Glucose_Level": 102.1863485, + "Potassium_Level": 3.548093335, + "Sodium_Level": 144.4150472, + "Smoking_Pack_Years": 58.66430016 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.84531039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.73437347, + "White_Blood_Cell_Count": 8.744383613, + "Platelet_Count": 173.9577391, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.74618985, + "White_Blood_Cell_Count": 5.816786689, + "Platelet_Count": 248.7907264, + "Albumin_Level": 3.875089403, + "Alkaline_Phosphatase_Level": 98.22138716, + "Alanine_Aminotransferase_Level": 33.04050554, + "Aspartate_Aminotransferase_Level": 41.49300396, + "Creatinine_Level": 0.941976616, + "LDH_Level": 177.7569099, + "Calcium_Level": 10.38888284, + "Phosphorus_Level": 3.024811481, + "Glucose_Level": 141.3186552, + "Potassium_Level": 4.820230109, + "Sodium_Level": 141.392065, + "Smoking_Pack_Years": 73.06541958 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.26432016, + "White_Blood_Cell_Count": 4.688873785, + "Platelet_Count": 257.6423841, + "Albumin_Level": 4.111725099, + "Alkaline_Phosphatase_Level": 111.3523617, + "Alanine_Aminotransferase_Level": 19.52184081, + "Aspartate_Aminotransferase_Level": 45.93577302, + "Creatinine_Level": 1.326396827, + "LDH_Level": 198.9094072, + "Calcium_Level": 9.448663094, + "Phosphorus_Level": 2.660910582, + "Glucose_Level": 147.8577453, + "Potassium_Level": 4.753951856, + "Sodium_Level": 141.147056, + "Smoking_Pack_Years": 19.66709332 + }, + { + "Age": 50, + "Gender": 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"LDH_Level": 113.9397789, + "Calcium_Level": 9.729897512, + "Phosphorus_Level": 4.431934733, + "Glucose_Level": 109.1230631, + "Potassium_Level": 4.197893642, + "Sodium_Level": 144.5730093, + "Smoking_Pack_Years": 56.49937787 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.7726571, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.2057136, + "White_Blood_Cell_Count": 3.920472544, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.96798766, + "White_Blood_Cell_Count": 6.802534137, + "Platelet_Count": 185.2346118, + "Albumin_Level": 3.421917341, + "Alkaline_Phosphatase_Level": 80.66285553, + "Alanine_Aminotransferase_Level": 10.55143305, + "Aspartate_Aminotransferase_Level": 31.54005643, + "Creatinine_Level": 0.965340336, + "LDH_Level": 222.1983625, + "Calcium_Level": 9.957552299, + "Phosphorus_Level": 4.082401217, + "Glucose_Level": 144.7436862, + "Potassium_Level": 3.897186022, + "Sodium_Level": 136.4664274, + "Smoking_Pack_Years": 34.88602435 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.81940558, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": 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31.994113 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.1853898, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.94535975, + "White_Blood_Cell_Count": 5.634545549, + "Platelet_Count": 298.6026532, + "Albumin_Level": 3.037579708, + "Alkaline_Phosphatase_Level": 105.6769628, + "Alanine_Aminotransferase_Level": 25.97715692, + "Aspartate_Aminotransferase_Level": 27.73827691, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.56354136, + "White_Blood_Cell_Count": 4.270769853, + "Platelet_Count": 294.4668029, + "Albumin_Level": 3.387217802, + "Alkaline_Phosphatase_Level": 67.30089925, + "Alanine_Aminotransferase_Level": 22.98172025, + "Aspartate_Aminotransferase_Level": 35.27779774, + "Creatinine_Level": 1.434320761, + "LDH_Level": 195.1216885, + "Calcium_Level": 9.711684858, + "Phosphorus_Level": 3.845313881, + "Glucose_Level": 134.7165187, + "Potassium_Level": 4.877468725, + "Sodium_Level": 139.0578004, + "Smoking_Pack_Years": 92.66146945 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.06901451, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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136.2495359, + "Smoking_Pack_Years": 95.71003839 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.88804666, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.26219276, + "White_Blood_Cell_Count": 5.261964346, + "Platelet_Count": 280.1143885, + "Albumin_Level": 3.894666238, + "Alkaline_Phosphatase_Level": 112.4988672, + "Alanine_Aminotransferase_Level": 12.9137168, + "Aspartate_Aminotransferase_Level": 11.62656136, + "Creatinine_Level": 1.49919602, + "LDH_Level": 211.7752946, + "Calcium_Level": 9.106287995, + "Phosphorus_Level": 3.760756759, + "Glucose_Level": 118.2816801, + "Potassium_Level": 4.083478502, + "Sodium_Level": 140.699144, + "Smoking_Pack_Years": 28.94611018 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.13579809, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.05139151, + "White_Blood_Cell_Count": 8.374986074, + "Platelet_Count": 260.354224, + "Albumin_Level": 3.529325807, + "Alkaline_Phosphatase_Level": 41.046914, + "Alanine_Aminotransferase_Level": 20.82821963, + "Aspartate_Aminotransferase_Level": 15.6162618, + "Creatinine_Level": 1.030333012, + "LDH_Level": 123.2033535, + "Calcium_Level": 9.800828432, + "Phosphorus_Level": 4.720329967, + "Glucose_Level": 132.3032414, + "Potassium_Level": 4.374776501, + "Sodium_Level": 143.4398103, + "Smoking_Pack_Years": 45.33466842 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.19482079, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.8663157, + "White_Blood_Cell_Count": 6.10005034, + "Platelet_Count": 394.0376984, + "Albumin_Level": 3.499181776, + "Alkaline_Phosphatase_Level": 106.4334205, + "Alanine_Aminotransferase_Level": 12.69012788, + "Aspartate_Aminotransferase_Level": 35.13880423, + "Creatinine_Level": 1.455193347, + "LDH_Level": 223.2492737, + "Calcium_Level": 9.77657727, + "Phosphorus_Level": 3.261352059, + "Glucose_Level": 115.6307449, + "Potassium_Level": 4.895089587, + "Sodium_Level": 137.9805429, + "Smoking_Pack_Years": 61.02435068 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.23537515, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.22296105, + "White_Blood_Cell_Count": 3.980377488, + "Platelet_Count": 267.2932953, + "Albumin_Level": 4.059516082, + "Alkaline_Phosphatase_Level": 105.392914, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.07380317, + "White_Blood_Cell_Count": 8.098065511, + "Platelet_Count": 347.3525853, + "Albumin_Level": 3.804379742, + "Alkaline_Phosphatase_Level": 61.62694706, + "Alanine_Aminotransferase_Level": 7.396282093, + "Aspartate_Aminotransferase_Level": 10.75890672, + "Creatinine_Level": 0.667191253, + "LDH_Level": 163.3507164, + "Calcium_Level": 10.06202442, + "Phosphorus_Level": 2.969787032, + "Glucose_Level": 104.1558816, + "Potassium_Level": 3.788863663, + "Sodium_Level": 139.3998239, + "Smoking_Pack_Years": 71.02156173 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.75786541, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 8.746137607, + "Aspartate_Aminotransferase_Level": 45.03925042, + "Creatinine_Level": 1.138347769, + "LDH_Level": 132.613399, + "Calcium_Level": 9.368115378, + "Phosphorus_Level": 4.676862512, + "Glucose_Level": 143.0409203, + "Potassium_Level": 4.245378964, + "Sodium_Level": 140.3329431, + "Smoking_Pack_Years": 2.528276577 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.58433979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.3878001, + "White_Blood_Cell_Count": 5.136277825, + "Platelet_Count": 310.7128195, + "Albumin_Level": 3.582203095, + "Alkaline_Phosphatase_Level": 63.04700375, + "Alanine_Aminotransferase_Level": 17.07235453, + "Aspartate_Aminotransferase_Level": 49.64354552, + "Creatinine_Level": 1.466328959, + "LDH_Level": 237.7429166, + "Calcium_Level": 10.37180064, + "Phosphorus_Level": 3.435327582, + "Glucose_Level": 122.1792353, + "Potassium_Level": 4.365763719, + "Sodium_Level": 142.5184844, + "Smoking_Pack_Years": 87.7564169 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.27736715, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.62693658, + "White_Blood_Cell_Count": 6.253440238, + "Platelet_Count": 332.5833527, + "Albumin_Level": 4.722728806, + "Alkaline_Phosphatase_Level": 31.26483419, + "Alanine_Aminotransferase_Level": 32.88734889, + "Aspartate_Aminotransferase_Level": 15.8417171, + "Creatinine_Level": 1.102370566, + "LDH_Level": 211.3060261, + "Calcium_Level": 9.322344171, + "Phosphorus_Level": 4.493377609, + "Glucose_Level": 129.0755667, + "Potassium_Level": 3.84579575, + "Sodium_Level": 141.3915151, + "Smoking_Pack_Years": 24.74804684 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.61194512, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 6.918223181, + "Aspartate_Aminotransferase_Level": 23.08552642, + "Creatinine_Level": 1.413930927, + "LDH_Level": 168.7236972, + "Calcium_Level": 8.407485534, + "Phosphorus_Level": 3.47383146, + "Glucose_Level": 85.40004503, + "Potassium_Level": 4.408608793, + "Sodium_Level": 144.5091931, + "Smoking_Pack_Years": 87.27609371 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.11354846, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.68179352, + "White_Blood_Cell_Count": 3.998002801, + "Platelet_Count": 199.1940675, + "Albumin_Level": 3.750578142, + "Alkaline_Phosphatase_Level": 103.0969181, + "Alanine_Aminotransferase_Level": 6.450351038, + "Aspartate_Aminotransferase_Level": 19.57735112, + "Creatinine_Level": 1.423464315, + "LDH_Level": 179.5804994, + "Calcium_Level": 10.32421536, + "Phosphorus_Level": 2.703933391, + "Glucose_Level": 148.5566984, + "Potassium_Level": 4.563913661, + "Sodium_Level": 137.1467688, + "Smoking_Pack_Years": 22.0805741 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.51288375, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.92365842, + "White_Blood_Cell_Count": 6.307229503, + "Platelet_Count": 299.5020643, + "Albumin_Level": 3.865380872, + "Alkaline_Phosphatase_Level": 112.425876, + "Alanine_Aminotransferase_Level": 24.27758948, + "Aspartate_Aminotransferase_Level": 31.65371785, + "Creatinine_Level": 0.942220901, + "LDH_Level": 246.3794219, + "Calcium_Level": 8.045875928, + "Phosphorus_Level": 4.329474047, + "Glucose_Level": 139.0851664, + "Potassium_Level": 3.799343623, + "Sodium_Level": 136.3441447, + "Smoking_Pack_Years": 15.73844759 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.03371095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.00883419, + "White_Blood_Cell_Count": 4.261189002, + "Platelet_Count": 303.1371911, + "Albumin_Level": 3.935206901, + "Alkaline_Phosphatase_Level": 51.70328595, + "Alanine_Aminotransferase_Level": 30.08483417, + "Aspartate_Aminotransferase_Level": 43.72920595, + "Creatinine_Level": 0.526637775, + "LDH_Level": 164.33518, + "Calcium_Level": 10.48391383, + "Phosphorus_Level": 4.368767917, + "Glucose_Level": 141.7893938, + "Potassium_Level": 3.508848567, + "Sodium_Level": 144.0292705, + "Smoking_Pack_Years": 52.6455561 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.82618062, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.72688156, + "White_Blood_Cell_Count": 6.657113829, + "Platelet_Count": 278.1501206, + "Albumin_Level": 4.150186303, + "Alkaline_Phosphatase_Level": 99.75085848, + "Alanine_Aminotransferase_Level": 16.41546826, + "Aspartate_Aminotransferase_Level": 43.85577171, + "Creatinine_Level": 1.361444022, + "LDH_Level": 123.4752542, + "Calcium_Level": 8.960824164, + "Phosphorus_Level": 3.236850326, + "Glucose_Level": 84.90860659, + "Potassium_Level": 4.332900471, + "Sodium_Level": 143.2118181, + "Smoking_Pack_Years": 50.67984498 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.64648748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.46647352, + "White_Blood_Cell_Count": 3.622698801, + "Platelet_Count": 309.8085455, + "Albumin_Level": 3.808909627, + "Alkaline_Phosphatase_Level": 112.765121, + "Alanine_Aminotransferase_Level": 28.45201496, + "Aspartate_Aminotransferase_Level": 34.22151829, + "Creatinine_Level": 0.571216516, + "LDH_Level": 195.5109041, + "Calcium_Level": 9.522031607, + "Phosphorus_Level": 3.961225666, + "Glucose_Level": 82.48533074, + "Potassium_Level": 3.676865517, + "Sodium_Level": 142.0736026, + "Smoking_Pack_Years": 93.98111991 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.5367125, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.53072528, + "White_Blood_Cell_Count": 8.717035719, + "Platelet_Count": 313.1265277, + "Albumin_Level": 4.840807815, + "Alkaline_Phosphatase_Level": 107.5949391, + "Alanine_Aminotransferase_Level": 33.54884249, + "Aspartate_Aminotransferase_Level": 46.52261982, + "Creatinine_Level": 0.623538496, + "LDH_Level": 119.3924089, + "Calcium_Level": 8.033598681, + "Phosphorus_Level": 4.464619456, + "Glucose_Level": 114.8274762, + "Potassium_Level": 4.877334013, + "Sodium_Level": 137.0383794, + "Smoking_Pack_Years": 84.04837789 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.0255203, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.5507433, + "White_Blood_Cell_Count": 7.450700416, + "Platelet_Count": 258.5264861, + "Albumin_Level": 3.986782691, + "Alkaline_Phosphatase_Level": 92.29870612, + "Alanine_Aminotransferase_Level": 28.37456218, + "Aspartate_Aminotransferase_Level": 39.05972042, + "Creatinine_Level": 0.958608581, + "LDH_Level": 107.6793205, + "Calcium_Level": 8.363345154, + "Phosphorus_Level": 3.798345727, + "Glucose_Level": 83.17405839, + "Potassium_Level": 4.659936759, + "Sodium_Level": 139.1875007, + "Smoking_Pack_Years": 38.12437993 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.56628131, + "White_Blood_Cell_Count": 8.206773314, + "Platelet_Count": 353.5219225, + "Albumin_Level": 3.123262109, + "Alkaline_Phosphatase_Level": 100.2297012, + "Alanine_Aminotransferase_Level": 15.47538868, + "Aspartate_Aminotransferase_Level": 29.94560012, + "Creatinine_Level": 0.654939969, + "LDH_Level": 134.0241083, + "Calcium_Level": 8.46997947, + "Phosphorus_Level": 4.752963565, + "Glucose_Level": 80.32342313, + "Potassium_Level": 4.331493598, + "Sodium_Level": 135.3774403, + "Smoking_Pack_Years": 77.25464858 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": 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10.28913008, + "Phosphorus_Level": 4.120190078, + "Glucose_Level": 78.81781717, + "Potassium_Level": 3.633550969, + "Sodium_Level": 144.9697934, + "Smoking_Pack_Years": 63.24364332 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.33015436, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.33044106, + "White_Blood_Cell_Count": 4.446540597, + "Platelet_Count": 414.7357816, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.04841473, + "White_Blood_Cell_Count": 7.329237929, + "Platelet_Count": 231.4018251, + "Albumin_Level": 4.550395772, + "Alkaline_Phosphatase_Level": 85.41625618, + "Alanine_Aminotransferase_Level": 35.90245118, + "Aspartate_Aminotransferase_Level": 21.13633234, + "Creatinine_Level": 1.276373171, + "LDH_Level": 105.513795, + "Calcium_Level": 9.904018487, + "Phosphorus_Level": 4.486533842, + "Glucose_Level": 81.74447882, + "Potassium_Level": 4.76926968, + "Sodium_Level": 142.2851454, + "Smoking_Pack_Years": 14.42166963 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": 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"Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.10067104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.87528006, + "White_Blood_Cell_Count": 7.545384196, + "Platelet_Count": 216.0922876, + "Albumin_Level": 3.311832163, + "Alkaline_Phosphatase_Level": 64.95394631, + "Alanine_Aminotransferase_Level": 39.10066138, + "Aspartate_Aminotransferase_Level": 48.13854071, + "Creatinine_Level": 1.086010777, + "LDH_Level": 163.6700939, + "Calcium_Level": 10.1984439, + "Phosphorus_Level": 3.545464645, + "Glucose_Level": 137.2329282, + "Potassium_Level": 3.947652336, + "Sodium_Level": 139.8381542, + "Smoking_Pack_Years": 65.18224655 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.25571798, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.63330182, + "White_Blood_Cell_Count": 4.542991505, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.7952299, + "White_Blood_Cell_Count": 5.140464638, + "Platelet_Count": 174.0029259, + "Albumin_Level": 3.902792089, + "Alkaline_Phosphatase_Level": 49.19820266, + "Alanine_Aminotransferase_Level": 16.02370707, + "Aspartate_Aminotransferase_Level": 17.73751242, + "Creatinine_Level": 0.553911796, + "LDH_Level": 219.1950881, + "Calcium_Level": 9.265319995, + "Phosphorus_Level": 3.526084521, + "Glucose_Level": 145.8352432, + "Potassium_Level": 4.183029288, + "Sodium_Level": 136.9232692, + "Smoking_Pack_Years": 13.93394884 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.66014162, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.9496632, + "White_Blood_Cell_Count": 9.39537214, + "Platelet_Count": 435.3465816, + "Albumin_Level": 4.874486855, + "Alkaline_Phosphatase_Level": 71.54933733, + "Alanine_Aminotransferase_Level": 32.62599553, + "Aspartate_Aminotransferase_Level": 35.68634222, + "Creatinine_Level": 0.554165409, + "LDH_Level": 143.1534749, + "Calcium_Level": 9.337666884, + "Phosphorus_Level": 4.342899009, + "Glucose_Level": 80.83269244, + "Potassium_Level": 4.824448224, + "Sodium_Level": 143.8918622, + "Smoking_Pack_Years": 55.92443488 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.17785876, + "White_Blood_Cell_Count": 3.744361809, + "Platelet_Count": 232.4302884, + "Albumin_Level": 3.26247257, + "Alkaline_Phosphatase_Level": 68.7570697, + "Alanine_Aminotransferase_Level": 36.37584593, + "Aspartate_Aminotransferase_Level": 33.49561372, + "Creatinine_Level": 1.123671518, + "LDH_Level": 149.1043867, + "Calcium_Level": 8.25511238, + "Phosphorus_Level": 4.949819855, + "Glucose_Level": 111.2380281, + "Potassium_Level": 3.784597283, + "Sodium_Level": 135.171574, + "Smoking_Pack_Years": 65.42139193 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.21566763, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.18287499, + "White_Blood_Cell_Count": 5.106876732, + "Platelet_Count": 409.5401653, + "Albumin_Level": 3.230284591, + "Alkaline_Phosphatase_Level": 31.45914104, + "Alanine_Aminotransferase_Level": 35.02859837, + "Aspartate_Aminotransferase_Level": 23.16533937, + "Creatinine_Level": 1.029537897, + "LDH_Level": 167.6852868, + "Calcium_Level": 9.772778554, + "Phosphorus_Level": 3.507096228, + "Glucose_Level": 115.2350446, + "Potassium_Level": 3.66936419, + "Sodium_Level": 136.3266869, + "Smoking_Pack_Years": 40.253632 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.34416243, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.97468318, + "White_Blood_Cell_Count": 9.281830683, + "Platelet_Count": 352.7281121, + "Albumin_Level": 4.503476375, + "Alkaline_Phosphatase_Level": 40.0481345, + "Alanine_Aminotransferase_Level": 22.06898391, + "Aspartate_Aminotransferase_Level": 10.23866073, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.05789804, + "White_Blood_Cell_Count": 9.919337455, + "Platelet_Count": 439.0581964, + "Albumin_Level": 3.141936823, + "Alkaline_Phosphatase_Level": 91.37334968, + "Alanine_Aminotransferase_Level": 24.0986588, + "Aspartate_Aminotransferase_Level": 45.78327615, + "Creatinine_Level": 1.278056999, + "LDH_Level": 184.5425697, + "Calcium_Level": 10.28688651, + "Phosphorus_Level": 3.10133439, + "Glucose_Level": 139.0965553, + "Potassium_Level": 3.845860651, + "Sodium_Level": 140.5674705, + "Smoking_Pack_Years": 98.046063 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.9924911, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.09428862, + "White_Blood_Cell_Count": 7.938703323, + "Platelet_Count": 217.406398, + "Albumin_Level": 3.675805698, + "Alkaline_Phosphatase_Level": 71.98043427, + "Alanine_Aminotransferase_Level": 22.49288932, + "Aspartate_Aminotransferase_Level": 48.00834582, + "Creatinine_Level": 1.121239062, + "LDH_Level": 189.2046475, + "Calcium_Level": 9.504301259, + "Phosphorus_Level": 3.547813615, + "Glucose_Level": 140.7731889, + "Potassium_Level": 3.86577122, + "Sodium_Level": 140.7698146, + "Smoking_Pack_Years": 7.616131899 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.47788471, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.00421181, + "White_Blood_Cell_Count": 6.306532568, + "Platelet_Count": 359.8973892, + "Albumin_Level": 3.96984987, + "Alkaline_Phosphatase_Level": 54.93114287, + "Alanine_Aminotransferase_Level": 7.122189728, + "Aspartate_Aminotransferase_Level": 24.25056615, + "Creatinine_Level": 0.845887384, + "LDH_Level": 168.9903319, + "Calcium_Level": 8.557869566, + "Phosphorus_Level": 3.256587747, + "Glucose_Level": 114.7692071, + "Potassium_Level": 4.838872287, 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13.76351064, + "Aspartate_Aminotransferase_Level": 31.93656292, + "Creatinine_Level": 0.580201572, + "LDH_Level": 112.3903162, + "Calcium_Level": 9.178995901, + "Phosphorus_Level": 2.97200688, + "Glucose_Level": 149.4136262, + "Potassium_Level": 3.871985582, + "Sodium_Level": 144.4866551, + "Smoking_Pack_Years": 52.037201 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.18420948, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.5723051, + "White_Blood_Cell_Count": 5.750770325, + "Platelet_Count": 433.0640349, + "Albumin_Level": 3.502313285, + "Alkaline_Phosphatase_Level": 58.26887809, + "Alanine_Aminotransferase_Level": 37.18865476, + "Aspartate_Aminotransferase_Level": 26.47090331, + "Creatinine_Level": 0.703381567, + "LDH_Level": 235.8579374, + "Calcium_Level": 9.792957477, + "Phosphorus_Level": 3.789890706, + "Glucose_Level": 91.63698924, + "Potassium_Level": 3.583181895, + "Sodium_Level": 135.656447, + "Smoking_Pack_Years": 76.58134625 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.49771506, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.32801219, + "White_Blood_Cell_Count": 7.829072996, + "Platelet_Count": 249.5478757, + "Albumin_Level": 3.486482517, + "Alkaline_Phosphatase_Level": 83.53465337, + "Alanine_Aminotransferase_Level": 16.48740548, + "Aspartate_Aminotransferase_Level": 46.7440886, + "Creatinine_Level": 1.373597329, + "LDH_Level": 136.2250762, + "Calcium_Level": 9.175140567, + "Phosphorus_Level": 4.513265298, + "Glucose_Level": 126.4783955, + "Potassium_Level": 3.634495625, + "Sodium_Level": 139.3841934, + "Smoking_Pack_Years": 68.6639565 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.98652095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.38794829, + "White_Blood_Cell_Count": 4.449288056, + "Platelet_Count": 152.2297554, + "Albumin_Level": 4.690407924, + "Alkaline_Phosphatase_Level": 93.70580194, + "Alanine_Aminotransferase_Level": 23.15351229, + "Aspartate_Aminotransferase_Level": 27.44351391, + "Creatinine_Level": 1.048847533, + "LDH_Level": 234.8428685, + "Calcium_Level": 9.042716623, + "Phosphorus_Level": 3.419038476, + "Glucose_Level": 125.2938859, + "Potassium_Level": 3.608160594, + "Sodium_Level": 143.279528, + "Smoking_Pack_Years": 21.48614699 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.32846263, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 90, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.48373955, + "White_Blood_Cell_Count": 4.877394071, + "Platelet_Count": 427.5229738, + "Albumin_Level": 4.324863536, + "Alkaline_Phosphatase_Level": 106.7168492, + "Alanine_Aminotransferase_Level": 11.99654868, + "Aspartate_Aminotransferase_Level": 16.75352523, + "Creatinine_Level": 0.683392633, + "LDH_Level": 155.6726661, + "Calcium_Level": 10.20209472, + "Phosphorus_Level": 3.016729143, + "Glucose_Level": 82.16376948, + "Potassium_Level": 3.750709398, + "Sodium_Level": 143.5839285, + "Smoking_Pack_Years": 2.67752591 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.79053368, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.01465966, + "White_Blood_Cell_Count": 9.225386074, + "Platelet_Count": 153.2293462, + "Albumin_Level": 3.195055354, + "Alkaline_Phosphatase_Level": 32.62449734, + "Alanine_Aminotransferase_Level": 24.23583208, + "Aspartate_Aminotransferase_Level": 32.49305545, + "Creatinine_Level": 1.477777223, + "LDH_Level": 157.9036143, + "Calcium_Level": 8.607080655, + "Phosphorus_Level": 2.529673109, + "Glucose_Level": 102.8988548, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 24.67715737, + "Aspartate_Aminotransferase_Level": 38.45597336, + "Creatinine_Level": 1.348554677, + "LDH_Level": 192.7208125, + "Calcium_Level": 8.565206695, + "Phosphorus_Level": 2.941432388, + "Glucose_Level": 101.2120108, + "Potassium_Level": 3.965654422, + "Sodium_Level": 139.1915671, + "Smoking_Pack_Years": 44.41267281 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.13597928, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.01259547, + "White_Blood_Cell_Count": 5.915386257, + "Platelet_Count": 317.6508346, + "Albumin_Level": 3.580221303, + "Alkaline_Phosphatase_Level": 45.41423621, + "Alanine_Aminotransferase_Level": 20.82814049, + "Aspartate_Aminotransferase_Level": 21.31719465, + "Creatinine_Level": 1.238265315, + "LDH_Level": 202.9430481, + "Calcium_Level": 9.28117718, + "Phosphorus_Level": 4.842157154, + "Glucose_Level": 119.3988267, + "Potassium_Level": 4.290974167, + "Sodium_Level": 135.8100499, + "Smoking_Pack_Years": 19.95622523 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.37877925, + "Tumor_Location": 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71.47819737, + "Potassium_Level": 4.399205677, + "Sodium_Level": 144.7186347, + "Smoking_Pack_Years": 53.74856986 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.66279347, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.36208121, + "White_Blood_Cell_Count": 5.445148031, + "Platelet_Count": 432.3866994, + "Albumin_Level": 3.806374645, + "Alkaline_Phosphatase_Level": 47.05955324, 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162, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.92140068, + "White_Blood_Cell_Count": 5.26749977, + "Platelet_Count": 305.5363853, + "Albumin_Level": 4.027245235, + "Alkaline_Phosphatase_Level": 51.36534855, + "Alanine_Aminotransferase_Level": 7.248643538, + "Aspartate_Aminotransferase_Level": 39.53487518, + "Creatinine_Level": 0.800673629, + "LDH_Level": 201.8399554, + "Calcium_Level": 9.918695901, + "Phosphorus_Level": 4.040280044, + "Glucose_Level": 124.8148429, + "Potassium_Level": 4.999082693, + "Sodium_Level": 143.3508181, + "Smoking_Pack_Years": 81.3721376 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.81176916, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.51512243, + "White_Blood_Cell_Count": 3.546789303, + "Platelet_Count": 357.9636048, + "Albumin_Level": 3.804336028, + "Alkaline_Phosphatase_Level": 118.7893868, + "Alanine_Aminotransferase_Level": 5.345693793, + "Aspartate_Aminotransferase_Level": 33.87404023, + "Creatinine_Level": 0.898172472, + "LDH_Level": 142.2417057, + "Calcium_Level": 8.600285048, + "Phosphorus_Level": 2.883516491, + "Glucose_Level": 96.43754802, + "Potassium_Level": 3.623721993, + "Sodium_Level": 137.5914229, + "Smoking_Pack_Years": 11.63757723 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.71434295, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.42202153, + "White_Blood_Cell_Count": 4.716630399, + "Platelet_Count": 300.7764265, + "Albumin_Level": 4.724279328, + "Alkaline_Phosphatase_Level": 32.39498809, + "Alanine_Aminotransferase_Level": 9.15710117, + "Aspartate_Aminotransferase_Level": 44.25263932, + "Creatinine_Level": 0.75282063, + "LDH_Level": 230.6218701, + "Calcium_Level": 8.75276309, + "Phosphorus_Level": 2.512085242, + "Glucose_Level": 103.6798184, + "Potassium_Level": 4.855325993, + "Sodium_Level": 135.9509104, + "Smoking_Pack_Years": 36.01466995 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.97445437, + "White_Blood_Cell_Count": 6.493175479, + "Platelet_Count": 392.0296808, + "Albumin_Level": 3.011824398, + "Alkaline_Phosphatase_Level": 49.09888518, + "Alanine_Aminotransferase_Level": 26.38924996, + "Aspartate_Aminotransferase_Level": 22.88711348, + "Creatinine_Level": 1.214688174, + "LDH_Level": 148.8306227, + "Calcium_Level": 9.295334809, + "Phosphorus_Level": 4.255139665, + "Glucose_Level": 72.70394849, + "Potassium_Level": 4.535661368, + "Sodium_Level": 139.4256112, + "Smoking_Pack_Years": 19.96332585 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.51934122, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.78046559, + "White_Blood_Cell_Count": 9.035017125, + "Platelet_Count": 218.8112273, + "Albumin_Level": 4.611783883, + "Alkaline_Phosphatase_Level": 45.78803619, + "Alanine_Aminotransferase_Level": 19.86388276, + "Aspartate_Aminotransferase_Level": 22.40889909, + 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.94974402, + "White_Blood_Cell_Count": 3.743707217, + "Platelet_Count": 449.1249822, + "Albumin_Level": 4.185862696, + "Alkaline_Phosphatase_Level": 53.02562042, + "Alanine_Aminotransferase_Level": 12.603025, + "Aspartate_Aminotransferase_Level": 25.65409637, + "Creatinine_Level": 1.304387837, + "LDH_Level": 202.8882479, + "Calcium_Level": 9.883032984, + "Phosphorus_Level": 3.105258244, + "Glucose_Level": 80.85104588, + "Potassium_Level": 4.954262118, + "Sodium_Level": 137.8105322, + "Smoking_Pack_Years": 68.4367854 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.33889212, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.66264606, + "White_Blood_Cell_Count": 5.576960526, + "Platelet_Count": 248.7016386, + "Albumin_Level": 4.058983072, + "Alkaline_Phosphatase_Level": 95.21686975, + "Alanine_Aminotransferase_Level": 22.85013434, + "Aspartate_Aminotransferase_Level": 30.38742061, + "Creatinine_Level": 0.587191814, + "LDH_Level": 138.5930559, + "Calcium_Level": 9.249189503, + "Phosphorus_Level": 4.776513682, + "Glucose_Level": 127.3686394, + "Potassium_Level": 4.026957107, + "Sodium_Level": 138.7657521, + "Smoking_Pack_Years": 83.44999966 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.02213926, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.00687892, + "White_Blood_Cell_Count": 7.730552788, + "Platelet_Count": 320.3855373, + "Albumin_Level": 4.345498085, + "Alkaline_Phosphatase_Level": 83.13434253, + "Alanine_Aminotransferase_Level": 14.77587501, + "Aspartate_Aminotransferase_Level": 15.42527311, + "Creatinine_Level": 1.20122969, + "LDH_Level": 142.1306766, + "Calcium_Level": 10.2719509, + "Phosphorus_Level": 4.874877756, + "Glucose_Level": 129.5872289, + "Potassium_Level": 4.62718383, + "Sodium_Level": 135.2931512, + "Smoking_Pack_Years": 37.63451606 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.37667527, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.7251714, + "White_Blood_Cell_Count": 6.168667364, + "Platelet_Count": 155.2600836, + "Albumin_Level": 3.273247518, + "Alkaline_Phosphatase_Level": 43.52851284, + "Alanine_Aminotransferase_Level": 35.98473544, + "Aspartate_Aminotransferase_Level": 31.10156993, + "Creatinine_Level": 1.397155371, + "LDH_Level": 111.3338452, + "Calcium_Level": 8.290643469, + "Phosphorus_Level": 4.354170398, + "Glucose_Level": 96.21476227, + "Potassium_Level": 4.105575966, + "Sodium_Level": 136.4187268, + "Smoking_Pack_Years": 13.31282679 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.25080993, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.50129734, + "White_Blood_Cell_Count": 8.642084417, + "Platelet_Count": 244.5953554, + "Albumin_Level": 4.819803377, + "Alkaline_Phosphatase_Level": 34.83086585, + "Alanine_Aminotransferase_Level": 17.98217128, + "Aspartate_Aminotransferase_Level": 32.03293701, + "Creatinine_Level": 1.198811951, + "LDH_Level": 138.6131631, + "Calcium_Level": 8.872219018, + "Phosphorus_Level": 2.927890728, + "Glucose_Level": 95.91831523, + "Potassium_Level": 4.353387004, + "Sodium_Level": 136.0793365, + "Smoking_Pack_Years": 55.65892989 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.05201752, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.53083939, + "White_Blood_Cell_Count": 5.18199096, + "Platelet_Count": 435.6103006, + "Albumin_Level": 3.431441086, + "Alkaline_Phosphatase_Level": 84.33313265, + "Alanine_Aminotransferase_Level": 27.50081126, + "Aspartate_Aminotransferase_Level": 44.94112368, + "Creatinine_Level": 0.795754734, + "LDH_Level": 185.3968279, + "Calcium_Level": 10.30925298, + "Phosphorus_Level": 3.399147943, + "Glucose_Level": 113.9908031, + "Potassium_Level": 4.442563497, + "Sodium_Level": 135.991584, + "Smoking_Pack_Years": 1.260770097 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.95284873, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.79500528, + "White_Blood_Cell_Count": 9.529257385, + "Platelet_Count": 273.1249603, + "Albumin_Level": 4.761596664, + "Alkaline_Phosphatase_Level": 78.13038538, + "Alanine_Aminotransferase_Level": 11.87854285, + "Aspartate_Aminotransferase_Level": 15.71947253, + "Creatinine_Level": 1.496815016, + "LDH_Level": 160.6144211, + "Calcium_Level": 9.911020999, + "Phosphorus_Level": 3.829000117, + "Glucose_Level": 73.82261748, + "Potassium_Level": 4.051463329, + "Sodium_Level": 135.8711622, + "Smoking_Pack_Years": 31.08070482 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.19355481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.55896749, + "White_Blood_Cell_Count": 4.940082831, + "Platelet_Count": 196.9273527, + "Albumin_Level": 4.353929108, + "Alkaline_Phosphatase_Level": 112.1704112, + "Alanine_Aminotransferase_Level": 37.35551657, + "Aspartate_Aminotransferase_Level": 21.20753399, + "Creatinine_Level": 1.453732673, + "LDH_Level": 144.9416291, + "Calcium_Level": 8.635859029, + "Phosphorus_Level": 2.850253728, + "Glucose_Level": 103.5807931, + "Potassium_Level": 4.749977619, + "Sodium_Level": 136.4396828, + "Smoking_Pack_Years": 4.134037632 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.14852039, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.19267645, + "White_Blood_Cell_Count": 3.547754526, + "Platelet_Count": 321.4695982, + "Albumin_Level": 4.876605041, + "Alkaline_Phosphatase_Level": 36.08813001, + "Alanine_Aminotransferase_Level": 27.53287409, + "Aspartate_Aminotransferase_Level": 28.24451813, + "Creatinine_Level": 1.483350873, + "LDH_Level": 121.8753266, + "Calcium_Level": 8.084576338, + "Phosphorus_Level": 4.11123224, + "Glucose_Level": 78.26330447, + "Potassium_Level": 4.036580581, + "Sodium_Level": 140.9394547, + "Smoking_Pack_Years": 73.57202547 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.641690599, + "Phosphorus_Level": 2.928920394, + "Glucose_Level": 73.77127017, + "Potassium_Level": 3.607333795, + "Sodium_Level": 135.0151362, + "Smoking_Pack_Years": 50.95125881 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.55300559, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.77283519, + "White_Blood_Cell_Count": 7.748815016, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.01305198, + "White_Blood_Cell_Count": 7.072928349, + "Platelet_Count": 161.7229852, + "Albumin_Level": 4.801289434, + "Alkaline_Phosphatase_Level": 55.10920536, + "Alanine_Aminotransferase_Level": 33.93393709, + "Aspartate_Aminotransferase_Level": 28.31428165, + "Creatinine_Level": 1.372997594, + "LDH_Level": 100.3652214, + "Calcium_Level": 8.297750396, + "Phosphorus_Level": 4.48098247, + "Glucose_Level": 144.6943364, + "Potassium_Level": 3.775037519, + "Sodium_Level": 141.4585931, + "Smoking_Pack_Years": 46.5377349 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.13155346, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.52272762, + "White_Blood_Cell_Count": 6.473767185, + "Platelet_Count": 430.8684317, + "Albumin_Level": 3.681821602, + "Alkaline_Phosphatase_Level": 97.14291815, + "Alanine_Aminotransferase_Level": 37.45664781, + "Aspartate_Aminotransferase_Level": 15.8752765, + "Creatinine_Level": 0.654082207, + "LDH_Level": 117.0989488, + "Calcium_Level": 8.496120544, + "Phosphorus_Level": 3.555893757, + "Glucose_Level": 117.451452, + "Potassium_Level": 4.904313111, + "Sodium_Level": 144.6463491, + "Smoking_Pack_Years": 92.86252632 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.90840363, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.79413198, + "White_Blood_Cell_Count": 4.99528392, + "Platelet_Count": 157.1299293, + "Albumin_Level": 4.446103397, + "Alkaline_Phosphatase_Level": 54.80209573, + "Alanine_Aminotransferase_Level": 26.6940384, + "Aspartate_Aminotransferase_Level": 37.41619815, + "Creatinine_Level": 1.188890361, + "LDH_Level": 246.7393323, + 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"Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.16899118, + "White_Blood_Cell_Count": 5.35398791, + "Platelet_Count": 307.1624328, + "Albumin_Level": 4.864535427, + "Alkaline_Phosphatase_Level": 34.76849755, + "Alanine_Aminotransferase_Level": 17.7925549, + "Aspartate_Aminotransferase_Level": 41.01900222, + "Creatinine_Level": 0.68289926, + "LDH_Level": 133.7108379, + "Calcium_Level": 8.324513697, + "Phosphorus_Level": 4.389240737, + "Glucose_Level": 92.17200081, + "Potassium_Level": 3.778393932, + "Sodium_Level": 135.6582601, + "Smoking_Pack_Years": 42.36048695 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.48591527, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.03890387, + "White_Blood_Cell_Count": 7.638031453, + "Platelet_Count": 322.2356044, + "Albumin_Level": 3.750765734, + "Alkaline_Phosphatase_Level": 92.1275569, + "Alanine_Aminotransferase_Level": 27.04748099, + "Aspartate_Aminotransferase_Level": 16.32790285, + "Creatinine_Level": 1.01002866, + "LDH_Level": 169.8436141, + "Calcium_Level": 9.734274027, + "Phosphorus_Level": 4.671482468, + "Glucose_Level": 144.6963182, + "Potassium_Level": 4.073237855, + "Sodium_Level": 143.6369726, + "Smoking_Pack_Years": 86.90617402 + }, + { + "Age": 41, + "Gender": "Male", 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.3608702, + "White_Blood_Cell_Count": 4.720211446, + "Platelet_Count": 202.8916718, + "Albumin_Level": 3.833712399, + "Alkaline_Phosphatase_Level": 61.85619021, + "Alanine_Aminotransferase_Level": 36.83932689, + "Aspartate_Aminotransferase_Level": 49.78211954, + "Creatinine_Level": 0.729838303, + "LDH_Level": 173.2152814, + "Calcium_Level": 8.249548389, + "Phosphorus_Level": 4.999826459, + "Glucose_Level": 145.9862358, + "Potassium_Level": 3.624762359, + "Sodium_Level": 139.0017858, + "Smoking_Pack_Years": 74.40136233 + }, + { + "Age": 47, + "Gender": "Male", 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.38922549, + "White_Blood_Cell_Count": 4.652104004, + "Platelet_Count": 448.5257577, + "Albumin_Level": 3.119414387, + "Alkaline_Phosphatase_Level": 68.3781464, + "Alanine_Aminotransferase_Level": 34.55183067, + "Aspartate_Aminotransferase_Level": 15.64414024, + "Creatinine_Level": 0.585989747, + "LDH_Level": 158.187129, + "Calcium_Level": 10.41429132, + "Phosphorus_Level": 3.98443645, + "Glucose_Level": 95.71346251, + "Potassium_Level": 4.907954186, + "Sodium_Level": 141.1452827, + "Smoking_Pack_Years": 66.95304554 + }, + { + "Age": 56, + "Gender": "Male", 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211.5698905, + "Calcium_Level": 8.731940844, + "Phosphorus_Level": 3.780261338, + "Glucose_Level": 107.7596854, + "Potassium_Level": 3.515405759, + "Sodium_Level": 142.8205491, + "Smoking_Pack_Years": 56.54243068 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.60228272, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.35783389, + "White_Blood_Cell_Count": 8.547671443, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.93888961, + "White_Blood_Cell_Count": 4.535432206, + "Platelet_Count": 403.7944998, + "Albumin_Level": 3.472695226, + "Alkaline_Phosphatase_Level": 111.9011363, + "Alanine_Aminotransferase_Level": 10.50038652, + "Aspartate_Aminotransferase_Level": 31.81510342, + "Creatinine_Level": 0.729450106, + "LDH_Level": 121.519103, + "Calcium_Level": 8.063004643, + "Phosphorus_Level": 4.199338847, + "Glucose_Level": 119.5551162, + "Potassium_Level": 4.54528275, + "Sodium_Level": 137.2945899, + "Smoking_Pack_Years": 17.12381015 + }, + { + "Age": 36, + "Gender": "Male", 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136.7044451, + "Calcium_Level": 8.599924538, + "Phosphorus_Level": 2.955918511, + "Glucose_Level": 106.7210218, + "Potassium_Level": 3.961750261, + "Sodium_Level": 142.3597012, + "Smoking_Pack_Years": 83.05094854 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.492893, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.01111933, + "White_Blood_Cell_Count": 4.180337614, + 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"No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.36210642, + "White_Blood_Cell_Count": 6.698363462, + "Platelet_Count": 441.6743466, + "Albumin_Level": 3.346456563, + "Alkaline_Phosphatase_Level": 72.46340665, + "Alanine_Aminotransferase_Level": 33.79530794, + "Aspartate_Aminotransferase_Level": 20.9414575, + "Creatinine_Level": 0.788811827, + "LDH_Level": 212.5675852, + "Calcium_Level": 9.952867644, + "Phosphorus_Level": 4.00901943, + "Glucose_Level": 142.2063942, + "Potassium_Level": 4.410761129, + "Sodium_Level": 137.8902465, + "Smoking_Pack_Years": 35.72631713 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.1780059, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.12412602, + "White_Blood_Cell_Count": 7.882709919, + "Platelet_Count": 200.6289796, + "Albumin_Level": 3.71363109, + "Alkaline_Phosphatase_Level": 34.4877498, + "Alanine_Aminotransferase_Level": 30.80032289, + "Aspartate_Aminotransferase_Level": 14.03199528, + "Creatinine_Level": 1.106908326, + "LDH_Level": 138.4344328, + "Calcium_Level": 9.010403032, + "Phosphorus_Level": 3.048157825, + "Glucose_Level": 92.74577471, + "Potassium_Level": 4.054409578, + "Sodium_Level": 135.7401076, + "Smoking_Pack_Years": 28.50545881 + }, + { + "Age": 37, + "Gender": "Male", 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.37814041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.46397161, + "White_Blood_Cell_Count": 5.047711237, + "Platelet_Count": 198.7737807, + "Albumin_Level": 4.82463423, + "Alkaline_Phosphatase_Level": 33.71147622, + "Alanine_Aminotransferase_Level": 7.558077643, + "Aspartate_Aminotransferase_Level": 41.32631492, + "Creatinine_Level": 0.85829175, + "LDH_Level": 218.537987, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.21183313, + "White_Blood_Cell_Count": 7.082696479, + "Platelet_Count": 335.6918246, + "Albumin_Level": 4.111693355, + "Alkaline_Phosphatase_Level": 78.45562223, + "Alanine_Aminotransferase_Level": 6.733910213, + "Aspartate_Aminotransferase_Level": 18.74778578, + "Creatinine_Level": 1.25506121, + "LDH_Level": 180.2175289, + "Calcium_Level": 8.181977191, + "Phosphorus_Level": 4.793348488, + "Glucose_Level": 142.7562972, + "Potassium_Level": 4.636218051, + "Sodium_Level": 144.1852096, + "Smoking_Pack_Years": 23.62450304 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.42306072, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.44128083, + "White_Blood_Cell_Count": 4.730392713, + "Platelet_Count": 241.0886809, + "Albumin_Level": 3.724047581, + "Alkaline_Phosphatase_Level": 96.58733982, + "Alanine_Aminotransferase_Level": 37.52132044, + "Aspartate_Aminotransferase_Level": 29.87621827, + "Creatinine_Level": 1.393017827, + "LDH_Level": 116.4769299, + "Calcium_Level": 10.19041282, + "Phosphorus_Level": 3.813041498, + "Glucose_Level": 111.9612223, + "Potassium_Level": 4.495906048, + "Sodium_Level": 142.6395899, + "Smoking_Pack_Years": 78.99921583 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.26776227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.10563163, + "White_Blood_Cell_Count": 8.683058987, + 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"Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.93722912, + "White_Blood_Cell_Count": 5.431772196, + "Platelet_Count": 163.2097433, + "Albumin_Level": 3.729848296, + "Alkaline_Phosphatase_Level": 70.88506899, + "Alanine_Aminotransferase_Level": 39.39346272, + "Aspartate_Aminotransferase_Level": 30.7761464, + "Creatinine_Level": 1.137956209, + "LDH_Level": 213.8366563, + "Calcium_Level": 8.562701284, + "Phosphorus_Level": 2.515632115, + "Glucose_Level": 110.3303267, + "Potassium_Level": 3.74222259, + "Sodium_Level": 144.4254417, + "Smoking_Pack_Years": 48.76688746 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.1526216, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.92787091, + "White_Blood_Cell_Count": 4.118657307, + "Platelet_Count": 223.0322134, + "Albumin_Level": 3.764489737, + "Alkaline_Phosphatase_Level": 83.59206632, + "Alanine_Aminotransferase_Level": 6.795718726, + "Aspartate_Aminotransferase_Level": 28.93469472, + "Creatinine_Level": 1.123179088, + "LDH_Level": 213.7524017, + "Calcium_Level": 9.025339984, + "Phosphorus_Level": 2.99164096, + "Glucose_Level": 94.70447863, + "Potassium_Level": 4.277571487, + "Sodium_Level": 140.589724, + "Smoking_Pack_Years": 21.83093865 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.72066928, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.91309891, + "White_Blood_Cell_Count": 9.119271319, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.76047444, + "White_Blood_Cell_Count": 8.394659162, + "Platelet_Count": 301.3908419, + "Albumin_Level": 3.566466714, + "Alkaline_Phosphatase_Level": 44.64575428, + "Alanine_Aminotransferase_Level": 28.01731698, + "Aspartate_Aminotransferase_Level": 11.60644432, + "Creatinine_Level": 0.839279543, + "LDH_Level": 217.829544, + "Calcium_Level": 9.930797662, + "Phosphorus_Level": 3.961085145, + "Glucose_Level": 85.42403509, + "Potassium_Level": 4.621603207, + "Sodium_Level": 139.3756837, + "Smoking_Pack_Years": 37.37154752 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.50186872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.66838807, + "White_Blood_Cell_Count": 3.524302702, + "Platelet_Count": 215.1094402, + "Albumin_Level": 4.867199396, + "Alkaline_Phosphatase_Level": 108.3743539, + "Alanine_Aminotransferase_Level": 28.64241242, + "Aspartate_Aminotransferase_Level": 43.1573043, + "Creatinine_Level": 0.808547968, + "LDH_Level": 164.4806979, + "Calcium_Level": 10.30556361, + "Phosphorus_Level": 3.155983243, + "Glucose_Level": 79.00606053, + "Potassium_Level": 4.277801366, + "Sodium_Level": 144.9955016, + "Smoking_Pack_Years": 81.97915706 + }, + { 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}, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.22199422, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.62675443, + "White_Blood_Cell_Count": 6.307849291, + "Platelet_Count": 322.2375477, + "Albumin_Level": 3.472745827, + "Alkaline_Phosphatase_Level": 111.3433842, + "Alanine_Aminotransferase_Level": 38.41147594, + "Aspartate_Aminotransferase_Level": 33.93568532, + 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"White_Blood_Cell_Count": 5.916435287, + "Platelet_Count": 289.7648963, + "Albumin_Level": 3.957943923, + "Alkaline_Phosphatase_Level": 93.35498385, + "Alanine_Aminotransferase_Level": 33.29259242, + "Aspartate_Aminotransferase_Level": 33.15629127, + "Creatinine_Level": 0.738355559, + "LDH_Level": 225.306234, + "Calcium_Level": 10.02029579, + "Phosphorus_Level": 4.314896425, + "Glucose_Level": 112.1053204, + "Potassium_Level": 3.752948272, + "Sodium_Level": 139.5699136, + "Smoking_Pack_Years": 60.05699448 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.30952575, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + 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138.9340064, + "Smoking_Pack_Years": 95.54411761 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.82934723, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.81999402, + "White_Blood_Cell_Count": 7.678093848, + "Platelet_Count": 353.0168102, + "Albumin_Level": 3.970867267, + "Alkaline_Phosphatase_Level": 109.2986349, + "Alanine_Aminotransferase_Level": 15.81048588, + "Aspartate_Aminotransferase_Level": 17.1056499, + "Creatinine_Level": 0.692069864, + "LDH_Level": 102.4898797, + "Calcium_Level": 9.516274407, + "Phosphorus_Level": 2.663337083, + "Glucose_Level": 131.075242, + "Potassium_Level": 4.495523527, + "Sodium_Level": 136.9822268, + "Smoking_Pack_Years": 69.41870239 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.50118329, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.58638353, + "White_Blood_Cell_Count": 5.77279573, + "Platelet_Count": 160.1967247, + "Albumin_Level": 3.531385723, + "Alkaline_Phosphatase_Level": 96.74751527, + "Alanine_Aminotransferase_Level": 29.44788036, + "Aspartate_Aminotransferase_Level": 18.95586256, + "Creatinine_Level": 1.332270583, + "LDH_Level": 106.9038964, + "Calcium_Level": 10.04439855, + "Phosphorus_Level": 3.732382647, + "Glucose_Level": 123.8739066, + "Potassium_Level": 4.095958835, + "Sodium_Level": 140.5847227, + "Smoking_Pack_Years": 34.42451581 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.38799362, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.51881849, + "White_Blood_Cell_Count": 8.715042116, + "Platelet_Count": 186.607099, + "Albumin_Level": 4.386476032, + "Alkaline_Phosphatase_Level": 69.47660502, + "Alanine_Aminotransferase_Level": 33.32664321, + "Aspartate_Aminotransferase_Level": 13.65031033, + "Creatinine_Level": 0.787807689, + "LDH_Level": 121.1747606, + "Calcium_Level": 8.909958851, + "Phosphorus_Level": 3.420517587, + "Glucose_Level": 76.13685722, + "Potassium_Level": 4.701611909, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.78072719, + "White_Blood_Cell_Count": 4.49705365, + "Platelet_Count": 315.8464731, + "Albumin_Level": 3.889558581, + "Alkaline_Phosphatase_Level": 96.58735882, + "Alanine_Aminotransferase_Level": 17.04856619, + "Aspartate_Aminotransferase_Level": 41.89614511, + "Creatinine_Level": 0.796174198, + "LDH_Level": 247.2880643, + "Calcium_Level": 9.652485851, + "Phosphorus_Level": 3.305033151, + "Glucose_Level": 77.25760257, + "Potassium_Level": 4.319102432, + "Sodium_Level": 138.4636228, + "Smoking_Pack_Years": 65.60759505 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.17235958, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.90378725, + "White_Blood_Cell_Count": 4.176480635, + "Platelet_Count": 433.4117287, + "Albumin_Level": 4.318498171, + "Alkaline_Phosphatase_Level": 53.91526005, + "Alanine_Aminotransferase_Level": 7.508663504, + "Aspartate_Aminotransferase_Level": 38.79151602, + "Creatinine_Level": 1.002751832, + "LDH_Level": 115.1068469, + "Calcium_Level": 10.12755654, + "Phosphorus_Level": 4.059339129, + "Glucose_Level": 140.79598, + "Potassium_Level": 3.997822539, + "Sodium_Level": 144.2164093, + "Smoking_Pack_Years": 28.19555448 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.55713071, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.35825953, + "White_Blood_Cell_Count": 5.732884707, + "Platelet_Count": 237.8222541, + "Albumin_Level": 3.655169499, + "Alkaline_Phosphatase_Level": 112.0642875, + "Alanine_Aminotransferase_Level": 12.67305849, + "Aspartate_Aminotransferase_Level": 19.12316308, + "Creatinine_Level": 1.265418507, + "LDH_Level": 123.0571058, + "Calcium_Level": 9.851418997, + "Phosphorus_Level": 2.766642707, + "Glucose_Level": 80.46128999, + "Potassium_Level": 4.922052934, + "Sodium_Level": 143.5053112, + "Smoking_Pack_Years": 75.46001902 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.43791916, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.96429635, + "White_Blood_Cell_Count": 4.92041491, + "Platelet_Count": 173.8974452, + "Albumin_Level": 4.571843933, + "Alkaline_Phosphatase_Level": 96.49991865, + "Alanine_Aminotransferase_Level": 5.184003891, + "Aspartate_Aminotransferase_Level": 17.7511632, + "Creatinine_Level": 1.009274043, + "LDH_Level": 233.3563819, + "Calcium_Level": 8.625443225, + "Phosphorus_Level": 3.133209185, + "Glucose_Level": 78.12933629, + "Potassium_Level": 3.874106858, + "Sodium_Level": 141.7840195, + "Smoking_Pack_Years": 32.23316698 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.14976798, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.23052941, + "White_Blood_Cell_Count": 8.986391693, + "Platelet_Count": 231.1014246, + "Albumin_Level": 4.85207038, + "Alkaline_Phosphatase_Level": 76.99147495, + "Alanine_Aminotransferase_Level": 24.29967775, + "Aspartate_Aminotransferase_Level": 42.00430822, + "Creatinine_Level": 1.485963449, + "LDH_Level": 149.4599808, + "Calcium_Level": 9.240327343, + "Phosphorus_Level": 2.856593237, + "Glucose_Level": 87.12921883, + "Potassium_Level": 4.719222442, + "Sodium_Level": 141.504507, + "Smoking_Pack_Years": 95.89235896 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.54133065, + "White_Blood_Cell_Count": 6.809748703, + "Platelet_Count": 433.9751988, + "Albumin_Level": 4.386775727, + "Alkaline_Phosphatase_Level": 101.292613, + "Alanine_Aminotransferase_Level": 15.73379069, + "Aspartate_Aminotransferase_Level": 11.69995438, + "Creatinine_Level": 1.062247119, + "LDH_Level": 185.3653111, + "Calcium_Level": 9.366260473, + "Phosphorus_Level": 4.191117786, + "Glucose_Level": 144.8880664, + "Potassium_Level": 3.843117996, + "Sodium_Level": 142.0200622, + "Smoking_Pack_Years": 14.23236711 + }, + { + "Age": 59, + "Gender": 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215.5090005, + "Calcium_Level": 10.04777239, + "Phosphorus_Level": 4.125044702, + "Glucose_Level": 70.95000928, + "Potassium_Level": 3.790105122, + "Sodium_Level": 138.3340609, + "Smoking_Pack_Years": 34.82649756 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.6324428, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.99258244, + "White_Blood_Cell_Count": 7.592542088, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.81173279, + "White_Blood_Cell_Count": 9.945841878, + "Platelet_Count": 392.6452654, + "Albumin_Level": 4.348167781, + "Alkaline_Phosphatase_Level": 94.62769155, + "Alanine_Aminotransferase_Level": 5.92284483, + "Aspartate_Aminotransferase_Level": 21.02639743, + "Creatinine_Level": 0.948384019, + "LDH_Level": 106.3472562, + "Calcium_Level": 9.712165096, + "Phosphorus_Level": 4.349882497, + "Glucose_Level": 139.7077803, + "Potassium_Level": 3.98928705, + "Sodium_Level": 143.3976333, + "Smoking_Pack_Years": 88.77955532 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.43795046, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African 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3.232714357 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.14429086, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.93501825, + "White_Blood_Cell_Count": 7.287828662, + "Platelet_Count": 360.9097985, + "Albumin_Level": 4.367066907, + "Alkaline_Phosphatase_Level": 91.5601138, + "Alanine_Aminotransferase_Level": 27.39017549, + "Aspartate_Aminotransferase_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.96230616, + "White_Blood_Cell_Count": 9.307878267, + "Platelet_Count": 158.0194054, + "Albumin_Level": 3.002400753, + "Alkaline_Phosphatase_Level": 85.558944, + "Alanine_Aminotransferase_Level": 10.00255062, + "Aspartate_Aminotransferase_Level": 12.63883395, + "Creatinine_Level": 1.450964171, + "LDH_Level": 167.543498, + "Calcium_Level": 9.175754035, + "Phosphorus_Level": 4.715166088, + "Glucose_Level": 124.1809725, + "Potassium_Level": 3.891794498, + "Sodium_Level": 136.7612754, + "Smoking_Pack_Years": 93.09110354 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.08290117, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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137.4383793, + "Smoking_Pack_Years": 20.80270676 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.91673499, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.59043129, + "White_Blood_Cell_Count": 3.878107716, + "Platelet_Count": 407.431959, + "Albumin_Level": 3.997354507, + "Alkaline_Phosphatase_Level": 37.14347716, + "Alanine_Aminotransferase_Level": 27.52539358, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.87748184, + "White_Blood_Cell_Count": 8.28866239, + "Platelet_Count": 184.6994631, + "Albumin_Level": 3.783667045, + "Alkaline_Phosphatase_Level": 95.78576083, + "Alanine_Aminotransferase_Level": 16.98936991, + "Aspartate_Aminotransferase_Level": 13.14314741, + "Creatinine_Level": 0.7471443, + "LDH_Level": 118.8380126, + "Calcium_Level": 9.48524478, + "Phosphorus_Level": 2.888769842, + "Glucose_Level": 118.0157263, + "Potassium_Level": 4.316314777, + "Sodium_Level": 139.244919, + "Smoking_Pack_Years": 50.16157337 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.12537455, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.29429539, + "White_Blood_Cell_Count": 6.412037968, + "Platelet_Count": 407.1368179, + "Albumin_Level": 3.822793694, + "Alkaline_Phosphatase_Level": 99.12135569, + "Alanine_Aminotransferase_Level": 13.40220251, + "Aspartate_Aminotransferase_Level": 11.64583774, + "Creatinine_Level": 1.385089184, + "LDH_Level": 211.7300443, + "Calcium_Level": 9.095966332, + "Phosphorus_Level": 3.270092295, + "Glucose_Level": 97.69281965, + "Potassium_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.80189429, + "White_Blood_Cell_Count": 7.225367975, + "Platelet_Count": 444.4396369, + "Albumin_Level": 4.615454261, + "Alkaline_Phosphatase_Level": 105.4216019, + "Alanine_Aminotransferase_Level": 14.43863356, + "Aspartate_Aminotransferase_Level": 19.86349268, + "Creatinine_Level": 0.701472305, + "LDH_Level": 153.2115347, + "Calcium_Level": 9.916537183, + "Phosphorus_Level": 4.655523866, + "Glucose_Level": 115.2080233, + "Potassium_Level": 4.903954596, + "Sodium_Level": 144.1597893, + "Smoking_Pack_Years": 74.46628406 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.10589574, + "White_Blood_Cell_Count": 6.454456442, + "Platelet_Count": 247.6466675, + "Albumin_Level": 3.933940657, + "Alkaline_Phosphatase_Level": 66.3187551, + "Alanine_Aminotransferase_Level": 7.013990013, + "Aspartate_Aminotransferase_Level": 22.09361443, + "Creatinine_Level": 0.902616181, + "LDH_Level": 216.6621302, + "Calcium_Level": 10.08994151, + "Phosphorus_Level": 2.792247353, + "Glucose_Level": 70.66404724, + "Potassium_Level": 4.008275934, + "Sodium_Level": 141.821462, + "Smoking_Pack_Years": 82.88963346 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 10.4424506, + "Phosphorus_Level": 3.327108085, + "Glucose_Level": 85.65983971, + "Potassium_Level": 4.319284337, + "Sodium_Level": 137.4916521, + "Smoking_Pack_Years": 91.81853074 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.63990905, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.71198921, + "White_Blood_Cell_Count": 5.819922975, + "Platelet_Count": 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"Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.92072711, + "White_Blood_Cell_Count": 7.761275489, + "Platelet_Count": 422.8232999, + "Albumin_Level": 3.074882618, + "Alkaline_Phosphatase_Level": 112.8905448, + "Alanine_Aminotransferase_Level": 31.54341987, + "Aspartate_Aminotransferase_Level": 12.42808253, + "Creatinine_Level": 1.224664463, + "LDH_Level": 141.8954493, + "Calcium_Level": 10.19692249, + "Phosphorus_Level": 2.734320733, + "Glucose_Level": 87.30119657, + "Potassium_Level": 4.1978453, + "Sodium_Level": 142.9800658, + "Smoking_Pack_Years": 30.21947731 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.58714846, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.45489467, + "White_Blood_Cell_Count": 7.687282521, + "Platelet_Count": 336.7858235, + "Albumin_Level": 4.263346301, + "Alkaline_Phosphatase_Level": 113.9985125, + "Alanine_Aminotransferase_Level": 34.35806013, + "Aspartate_Aminotransferase_Level": 33.19614151, + "Creatinine_Level": 0.583439485, + "LDH_Level": 197.5892449, + "Calcium_Level": 8.774643759, + "Phosphorus_Level": 3.957706567, + "Glucose_Level": 85.60288193, + "Potassium_Level": 3.950837647, + "Sodium_Level": 141.1380754, + "Smoking_Pack_Years": 51.24014737 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.25539028, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.07914679, + "White_Blood_Cell_Count": 6.200135173, + "Platelet_Count": 433.7092602, + "Albumin_Level": 3.033291859, + "Alkaline_Phosphatase_Level": 70.11563045, + "Alanine_Aminotransferase_Level": 39.94069605, + "Aspartate_Aminotransferase_Level": 18.00498906, + "Creatinine_Level": 0.569255376, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.95097269, + "White_Blood_Cell_Count": 7.417928279, + "Platelet_Count": 431.943636, + "Albumin_Level": 3.08365451, + "Alkaline_Phosphatase_Level": 57.82329198, + "Alanine_Aminotransferase_Level": 13.17472587, + "Aspartate_Aminotransferase_Level": 18.99130305, + "Creatinine_Level": 1.31439908, + "LDH_Level": 211.5707216, + "Calcium_Level": 9.239333829, + "Phosphorus_Level": 3.643628357, + "Glucose_Level": 70.69599329, + "Potassium_Level": 4.92353985, + "Sodium_Level": 137.8657082, + "Smoking_Pack_Years": 17.29013335 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.15261143, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.35117602, + "White_Blood_Cell_Count": 6.448514996, + "Platelet_Count": 363.1847399, + "Albumin_Level": 4.783363761, + "Alkaline_Phosphatase_Level": 95.93781691, + "Alanine_Aminotransferase_Level": 27.01703966, + "Aspartate_Aminotransferase_Level": 35.85815316, + "Creatinine_Level": 0.524780787, + "LDH_Level": 196.0658265, + "Calcium_Level": 10.35324849, + "Phosphorus_Level": 4.48593454, + "Glucose_Level": 121.7525361, + "Potassium_Level": 4.420034648, + "Sodium_Level": 135.4308, + "Smoking_Pack_Years": 27.96400011 + }, + { + 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"White_Blood_Cell_Count": 5.902377099, + "Platelet_Count": 175.8440529, + "Albumin_Level": 4.518314867, + "Alkaline_Phosphatase_Level": 35.08152294, + "Alanine_Aminotransferase_Level": 7.807497826, + "Aspartate_Aminotransferase_Level": 21.81069294, + "Creatinine_Level": 1.315306653, + "LDH_Level": 176.1470141, + "Calcium_Level": 8.994557833, + "Phosphorus_Level": 4.083867831, + "Glucose_Level": 121.2288063, + "Potassium_Level": 3.649311525, + "Sodium_Level": 136.4627088, + "Smoking_Pack_Years": 9.605859623 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.01910135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.69953476, + "White_Blood_Cell_Count": 7.68967506, + "Platelet_Count": 242.2492477, + "Albumin_Level": 4.154758916, + "Alkaline_Phosphatase_Level": 105.0272251, + "Alanine_Aminotransferase_Level": 32.54218532, + "Aspartate_Aminotransferase_Level": 44.82687942, + "Creatinine_Level": 0.846608784, + "LDH_Level": 103.7939346, + "Calcium_Level": 9.38887662, + "Phosphorus_Level": 4.164181973, + "Glucose_Level": 70.74827699, + "Potassium_Level": 3.722442426, + "Sodium_Level": 139.0165393, + "Smoking_Pack_Years": 21.91794264 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.83070066, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.42761756, + "White_Blood_Cell_Count": 8.474686695, + "Platelet_Count": 445.4320101, + "Albumin_Level": 4.948933083, + "Alkaline_Phosphatase_Level": 46.69953283, + "Alanine_Aminotransferase_Level": 20.77927818, + "Aspartate_Aminotransferase_Level": 31.35363089, + "Creatinine_Level": 0.89670012, + "LDH_Level": 202.5938697, + "Calcium_Level": 10.47872841, + "Phosphorus_Level": 3.185041743, + "Glucose_Level": 110.1066979, + "Potassium_Level": 4.915501194, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 38.83375486, + "Creatinine_Level": 0.730295357, + "LDH_Level": 135.9347178, + "Calcium_Level": 10.30405198, + "Phosphorus_Level": 3.921636595, + "Glucose_Level": 149.6723793, + "Potassium_Level": 4.103562904, + "Sodium_Level": 141.637356, + "Smoking_Pack_Years": 42.66466878 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.00576693, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.9127961, + "White_Blood_Cell_Count": 6.089744966, + "Platelet_Count": 222.6409633, + "Albumin_Level": 3.194175126, + "Alkaline_Phosphatase_Level": 37.92133919, + "Alanine_Aminotransferase_Level": 23.55045905, + "Aspartate_Aminotransferase_Level": 17.46494926, + "Creatinine_Level": 0.718300609, + "LDH_Level": 227.8370542, + "Calcium_Level": 8.740440099, + "Phosphorus_Level": 4.26308418, + "Glucose_Level": 115.6127667, + "Potassium_Level": 3.608764701, + "Sodium_Level": 138.7909305, + "Smoking_Pack_Years": 88.72838855 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.80294649, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.23382219, + "White_Blood_Cell_Count": 8.066505141, + "Platelet_Count": 321.6938111, + "Albumin_Level": 3.821502326, + "Alkaline_Phosphatase_Level": 48.40968269, + "Alanine_Aminotransferase_Level": 11.86630453, + "Aspartate_Aminotransferase_Level": 16.23400763, + "Creatinine_Level": 1.103870508, + "LDH_Level": 226.4088065, + "Calcium_Level": 8.756036122, + "Phosphorus_Level": 3.899467007, + "Glucose_Level": 138.9180291, + "Potassium_Level": 4.85431308, + "Sodium_Level": 135.419705, + "Smoking_Pack_Years": 68.60033007 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.39559563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.45789192, + "White_Blood_Cell_Count": 8.619269007, + "Platelet_Count": 348.8803076, + "Albumin_Level": 3.488511776, + "Alkaline_Phosphatase_Level": 55.37969184, + "Alanine_Aminotransferase_Level": 14.19041061, + "Aspartate_Aminotransferase_Level": 24.21888833, + "Creatinine_Level": 0.952514466, + "LDH_Level": 238.078634, + "Calcium_Level": 9.912585865, + "Phosphorus_Level": 2.652315877, + "Glucose_Level": 118.8898998, + "Potassium_Level": 3.794762317, + "Sodium_Level": 143.126845, + "Smoking_Pack_Years": 69.01694905 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.92125107, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.92397952, + "White_Blood_Cell_Count": 8.365002702, + "Platelet_Count": 386.8478481, + "Albumin_Level": 3.610062847, + "Alkaline_Phosphatase_Level": 72.81463619, + "Alanine_Aminotransferase_Level": 21.51695847, + "Aspartate_Aminotransferase_Level": 46.655351, + "Creatinine_Level": 1.292498929, + "LDH_Level": 175.82835, + "Calcium_Level": 9.475239764, + "Phosphorus_Level": 3.550335849, + "Glucose_Level": 93.13786839, + "Potassium_Level": 3.75646838, + "Sodium_Level": 142.8052389, + "Smoking_Pack_Years": 43.36436756 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.13075043, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.92139725, + "White_Blood_Cell_Count": 5.566665731, + "Platelet_Count": 218.7782593, + "Albumin_Level": 3.505667297, + "Alkaline_Phosphatase_Level": 104.6250562, + "Alanine_Aminotransferase_Level": 23.65028558, + "Aspartate_Aminotransferase_Level": 14.82001533, + "Creatinine_Level": 1.063306257, + "LDH_Level": 224.4231244, + "Calcium_Level": 9.903845185, + "Phosphorus_Level": 3.248004601, + "Glucose_Level": 75.14924561, + "Potassium_Level": 4.865040672, + "Sodium_Level": 137.386245, + "Smoking_Pack_Years": 90.7815425 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.24477926, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.54781152, + "White_Blood_Cell_Count": 9.885606039, + "Platelet_Count": 393.4122982, + "Albumin_Level": 3.548077756, + "Alkaline_Phosphatase_Level": 58.07079344, + "Alanine_Aminotransferase_Level": 27.06552131, + "Aspartate_Aminotransferase_Level": 47.26544096, + "Creatinine_Level": 1.4651599, + "LDH_Level": 248.774171, + "Calcium_Level": 10.31578412, + "Phosphorus_Level": 3.795060854, + "Glucose_Level": 111.7631888, + "Potassium_Level": 3.969380877, + "Sodium_Level": 135.8351766, + "Smoking_Pack_Years": 35.50859582 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.7804134, + "Tumor_Location": "Upper 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97.05765081, + "Potassium_Level": 3.992749034, + "Sodium_Level": 144.4196175, + "Smoking_Pack_Years": 95.85398749 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.68541731, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.30028286, + "White_Blood_Cell_Count": 4.673390203, + "Platelet_Count": 177.3581115, + "Albumin_Level": 3.218335565, + "Alkaline_Phosphatase_Level": 36.90235854, + "Alanine_Aminotransferase_Level": 14.45493882, + "Aspartate_Aminotransferase_Level": 49.12642504, + "Creatinine_Level": 0.992087082, + "LDH_Level": 248.4076371, + "Calcium_Level": 8.127932931, + "Phosphorus_Level": 3.147723181, + "Glucose_Level": 88.20978177, + "Potassium_Level": 4.05586055, + "Sodium_Level": 137.450185, + "Smoking_Pack_Years": 60.15629492 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.71935845, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.98132047, + "White_Blood_Cell_Count": 7.766568255, + "Platelet_Count": 182.1502385, + "Albumin_Level": 3.352979828, + "Alkaline_Phosphatase_Level": 113.7193232, + "Alanine_Aminotransferase_Level": 26.61101461, + "Aspartate_Aminotransferase_Level": 22.53363889, + "Creatinine_Level": 0.838432345, + "LDH_Level": 204.968699, + "Calcium_Level": 9.784126716, + "Phosphorus_Level": 2.71249366, + "Glucose_Level": 76.06717239, + "Potassium_Level": 4.910170046, + "Sodium_Level": 135.453872, + "Smoking_Pack_Years": 5.926877672 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.86163087, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.42542749, + "White_Blood_Cell_Count": 6.60052814, + "Platelet_Count": 439.3335129, + "Albumin_Level": 3.752016425, + "Alkaline_Phosphatase_Level": 53.07586364, + "Alanine_Aminotransferase_Level": 12.32974175, + "Aspartate_Aminotransferase_Level": 37.28749108, + "Creatinine_Level": 1.189985612, + "LDH_Level": 184.3076652, + "Calcium_Level": 8.694792086, + "Phosphorus_Level": 2.531873705, + "Glucose_Level": 119.2513821, + "Potassium_Level": 3.566957938, + "Sodium_Level": 142.2279278, + "Smoking_Pack_Years": 31.39375834 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.4000135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.89914214, + "White_Blood_Cell_Count": 9.561854046, + "Platelet_Count": 256.3816249, + "Albumin_Level": 4.504942616, + "Alkaline_Phosphatase_Level": 115.2221235, + "Alanine_Aminotransferase_Level": 7.811654911, + "Aspartate_Aminotransferase_Level": 46.96834198, + "Creatinine_Level": 1.348029889, + "LDH_Level": 177.2644958, + "Calcium_Level": 10.16429296, + "Phosphorus_Level": 4.485502908, + "Glucose_Level": 121.6402298, + "Potassium_Level": 4.409658345, + "Sodium_Level": 144.7642667, + "Smoking_Pack_Years": 29.10400484 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.83892747, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.57843751, + "White_Blood_Cell_Count": 5.623462375, + "Platelet_Count": 213.9033613, + "Albumin_Level": 3.955049405, + "Alkaline_Phosphatase_Level": 54.53705615, 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+ "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.65856064, + "White_Blood_Cell_Count": 4.80904519, + "Platelet_Count": 277.4444023, + "Albumin_Level": 4.522127763, + "Alkaline_Phosphatase_Level": 89.43178359, + "Alanine_Aminotransferase_Level": 12.76874421, + "Aspartate_Aminotransferase_Level": 40.89573172, + "Creatinine_Level": 1.063748459, + "LDH_Level": 168.7239215, + "Calcium_Level": 8.483645443, + "Phosphorus_Level": 3.140597572, + "Glucose_Level": 121.5876864, + "Potassium_Level": 4.344798618, + "Sodium_Level": 139.5551008, + "Smoking_Pack_Years": 35.9168204 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.46094655, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.01679689, + "White_Blood_Cell_Count": 6.916945301, + "Platelet_Count": 250.4985955, + "Albumin_Level": 3.851304577, + "Alkaline_Phosphatase_Level": 87.68593542, + "Alanine_Aminotransferase_Level": 19.1088093, + "Aspartate_Aminotransferase_Level": 28.73386977, + "Creatinine_Level": 0.767056228, + "LDH_Level": 145.3480035, + "Calcium_Level": 8.317486608, + "Phosphorus_Level": 4.638312277, + "Glucose_Level": 85.27348798, + "Potassium_Level": 4.339251977, + "Sodium_Level": 142.2613729, + "Smoking_Pack_Years": 60.26429346 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.81053749, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.37092616, + "White_Blood_Cell_Count": 8.468783686, + "Platelet_Count": 349.8924, + "Albumin_Level": 4.555227281, + "Alkaline_Phosphatase_Level": 47.85998304, + "Alanine_Aminotransferase_Level": 34.39195259, + "Aspartate_Aminotransferase_Level": 42.3737497, + "Creatinine_Level": 0.770597139, + "LDH_Level": 150.3094537, + "Calcium_Level": 10.34566385, + "Phosphorus_Level": 2.946238969, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 31.48543048, + "Aspartate_Aminotransferase_Level": 39.20728207, + "Creatinine_Level": 0.78103572, + "LDH_Level": 240.9147191, + "Calcium_Level": 9.091814871, + "Phosphorus_Level": 3.081336506, + "Glucose_Level": 129.090983, + "Potassium_Level": 4.658240639, + "Sodium_Level": 143.1461964, + "Smoking_Pack_Years": 16.92070162 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.7420773, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.11407922, + "White_Blood_Cell_Count": 4.167876945, + "Platelet_Count": 381.6152942, + "Albumin_Level": 4.858884364, + "Alkaline_Phosphatase_Level": 94.1704095, + "Alanine_Aminotransferase_Level": 27.60296584, + "Aspartate_Aminotransferase_Level": 28.64425884, + "Creatinine_Level": 1.224555307, + "LDH_Level": 214.1561964, + "Calcium_Level": 10.47835865, + "Phosphorus_Level": 4.212090496, + "Glucose_Level": 127.7933506, + "Potassium_Level": 4.173479526, + "Sodium_Level": 144.8517696, + "Smoking_Pack_Years": 99.48455794 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.6679787, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.3188252, + "White_Blood_Cell_Count": 8.551644327, + "Platelet_Count": 176.0062331, + "Albumin_Level": 3.896777671, + "Alkaline_Phosphatase_Level": 87.31652292, + "Alanine_Aminotransferase_Level": 37.68428299, + "Aspartate_Aminotransferase_Level": 11.21782167, + "Creatinine_Level": 1.39002616, + "LDH_Level": 204.4513652, + "Calcium_Level": 8.47548021, + "Phosphorus_Level": 4.126041552, + "Glucose_Level": 86.71529711, + "Potassium_Level": 3.681000455, + "Sodium_Level": 139.1756776, + "Smoking_Pack_Years": 50.09476378 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.3338262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.37287727, + "White_Blood_Cell_Count": 9.83740365, + "Platelet_Count": 187.0574025, + "Albumin_Level": 3.152706052, + "Alkaline_Phosphatase_Level": 104.8575408, + "Alanine_Aminotransferase_Level": 38.70326457, + "Aspartate_Aminotransferase_Level": 14.76165205, + "Creatinine_Level": 1.000652152, + "LDH_Level": 161.877318, + "Calcium_Level": 9.229368079, + "Phosphorus_Level": 2.992439661, + "Glucose_Level": 107.1129972, + "Potassium_Level": 4.762415041, + "Sodium_Level": 136.9527954, + "Smoking_Pack_Years": 25.89894942 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.68492339, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.44182194, + "White_Blood_Cell_Count": 8.702072591, + "Platelet_Count": 392.0643207, + "Albumin_Level": 4.751182934, + "Alkaline_Phosphatase_Level": 90.40182842, + "Alanine_Aminotransferase_Level": 26.71362498, + "Aspartate_Aminotransferase_Level": 17.92260994, + "Creatinine_Level": 0.929900439, + "LDH_Level": 202.9575824, + "Calcium_Level": 9.852551013, + "Phosphorus_Level": 2.85156107, + "Glucose_Level": 130.1334245, + "Potassium_Level": 3.746016373, + "Sodium_Level": 137.2548122, + "Smoking_Pack_Years": 77.04706561 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.37293596, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.53218834, + "White_Blood_Cell_Count": 3.609331489, + "Platelet_Count": 315.4140797, + "Albumin_Level": 4.510592918, + "Alkaline_Phosphatase_Level": 113.2485895, + "Alanine_Aminotransferase_Level": 15.22867103, + "Aspartate_Aminotransferase_Level": 46.72555441, + "Creatinine_Level": 0.572228308, + "LDH_Level": 126.6186113, + "Calcium_Level": 9.916811928, + "Phosphorus_Level": 3.296694371, + "Glucose_Level": 131.153457, + "Potassium_Level": 4.395203434, + "Sodium_Level": 138.7152865, + "Smoking_Pack_Years": 5.005546708 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.66298986, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.66121106, + "White_Blood_Cell_Count": 5.235739462, + "Platelet_Count": 231.1968878, + "Albumin_Level": 4.956216081, + "Alkaline_Phosphatase_Level": 102.5849029, + "Alanine_Aminotransferase_Level": 29.91531487, + "Aspartate_Aminotransferase_Level": 40.02297151, + "Creatinine_Level": 0.768703198, + "LDH_Level": 130.2401157, + "Calcium_Level": 9.182186071, + "Phosphorus_Level": 3.664169556, + "Glucose_Level": 145.3737281, + "Potassium_Level": 4.529028315, + "Sodium_Level": 144.0475409, + "Smoking_Pack_Years": 37.86154943 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.45116714, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.15945667, + "White_Blood_Cell_Count": 7.076282674, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.87093692, + "White_Blood_Cell_Count": 9.626482979, + "Platelet_Count": 327.3850119, + "Albumin_Level": 3.471274514, + "Alkaline_Phosphatase_Level": 37.77108868, + "Alanine_Aminotransferase_Level": 22.53492656, + "Aspartate_Aminotransferase_Level": 24.10147392, + "Creatinine_Level": 0.777617453, + "LDH_Level": 183.0126085, + "Calcium_Level": 10.29671434, + "Phosphorus_Level": 2.653255014, + "Glucose_Level": 149.6266563, + "Potassium_Level": 3.733578685, + "Sodium_Level": 139.9965777, + "Smoking_Pack_Years": 57.41727821 + }, + { + "Age": 60, + "Gender": 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220.5105186, + "Calcium_Level": 8.403404099, + "Phosphorus_Level": 3.536705275, + "Glucose_Level": 99.68143367, + "Potassium_Level": 3.871965105, + "Sodium_Level": 136.8957907, + "Smoking_Pack_Years": 85.74874904 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.54373611, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.40885613, + "White_Blood_Cell_Count": 4.890403111, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.79248977, + "White_Blood_Cell_Count": 6.962816396, + "Platelet_Count": 391.6620771, + "Albumin_Level": 3.687195034, + "Alkaline_Phosphatase_Level": 97.42352546, + "Alanine_Aminotransferase_Level": 38.6721828, + "Aspartate_Aminotransferase_Level": 34.92911054, + "Creatinine_Level": 0.880136076, + "LDH_Level": 150.5118424, + "Calcium_Level": 9.972215143, + "Phosphorus_Level": 3.480915709, + "Glucose_Level": 108.8843146, + "Potassium_Level": 4.880148249, + "Sodium_Level": 143.5081811, + "Smoking_Pack_Years": 81.23858281 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.8051947, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.72434248, + "White_Blood_Cell_Count": 7.190259923, + "Platelet_Count": 446.4839955, + "Albumin_Level": 4.982566555, + "Alkaline_Phosphatase_Level": 103.8587636, + "Alanine_Aminotransferase_Level": 13.52355001, + "Aspartate_Aminotransferase_Level": 15.46365895, + "Creatinine_Level": 0.685982414, + "LDH_Level": 135.8214044, + "Calcium_Level": 9.765990899, + "Phosphorus_Level": 4.672412358, + "Glucose_Level": 90.4839871, + "Potassium_Level": 4.541870805, + "Sodium_Level": 143.7211486, + "Smoking_Pack_Years": 34.37334924 + }, + { + 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0.789583936, + "LDH_Level": 175.8936119, + "Calcium_Level": 8.799198613, + "Phosphorus_Level": 2.542806123, + "Glucose_Level": 113.0435434, + "Potassium_Level": 3.661096148, + "Sodium_Level": 136.8508767, + "Smoking_Pack_Years": 66.39811877 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.22462053, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.28485688, + "White_Blood_Cell_Count": 9.358877332, + "Platelet_Count": 150.7004952, + "Albumin_Level": 4.66283042, + "Alkaline_Phosphatase_Level": 76.05265479, + "Alanine_Aminotransferase_Level": 7.936329835, + "Aspartate_Aminotransferase_Level": 43.7956996, + "Creatinine_Level": 1.186171643, + "LDH_Level": 240.7450814, + "Calcium_Level": 9.276964767, + "Phosphorus_Level": 4.261126594, + "Glucose_Level": 122.6363696, + "Potassium_Level": 4.381422206, + "Sodium_Level": 137.4769851, + "Smoking_Pack_Years": 76.14642513 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.80812972, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.93235544, + "White_Blood_Cell_Count": 5.794131532, + "Platelet_Count": 167.729474, + "Albumin_Level": 3.254595398, + "Alkaline_Phosphatase_Level": 45.06910566, + "Alanine_Aminotransferase_Level": 18.58606003, + "Aspartate_Aminotransferase_Level": 33.48363554, + "Creatinine_Level": 1.164385084, + "LDH_Level": 246.808219, + "Calcium_Level": 9.690329376, + "Phosphorus_Level": 3.298566583, + "Glucose_Level": 115.9517933, + "Potassium_Level": 4.20071476, + "Sodium_Level": 140.7716562, + "Smoking_Pack_Years": 89.33117567 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.75328448, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.83091081, + "White_Blood_Cell_Count": 5.403715217, + "Platelet_Count": 316.7143263, + "Albumin_Level": 3.943958236, + "Alkaline_Phosphatase_Level": 64.08273991, + "Alanine_Aminotransferase_Level": 34.60645193, + "Aspartate_Aminotransferase_Level": 32.00479611, + "Creatinine_Level": 1.022263726, + "LDH_Level": 240.6382592, + "Calcium_Level": 8.373832923, + "Phosphorus_Level": 3.099874042, + "Glucose_Level": 127.2383322, + "Potassium_Level": 4.230628556, + "Sodium_Level": 140.4042993, + "Smoking_Pack_Years": 27.35457312 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.38604241, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.80635441, + "White_Blood_Cell_Count": 4.804355662, + "Platelet_Count": 247.5670274, + "Albumin_Level": 4.835753779, + "Alkaline_Phosphatase_Level": 53.04600625, + "Alanine_Aminotransferase_Level": 26.63223704, + "Aspartate_Aminotransferase_Level": 36.62158996, + "Creatinine_Level": 1.436582392, + "LDH_Level": 107.7527686, + "Calcium_Level": 8.473684519, + "Phosphorus_Level": 3.983942664, + "Glucose_Level": 81.60694801, + "Potassium_Level": 3.574005965, + "Sodium_Level": 138.0679103, + "Smoking_Pack_Years": 66.49392581 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.35077588, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.10898448, + "White_Blood_Cell_Count": 9.036810461, + "Platelet_Count": 341.3406363, + "Albumin_Level": 3.882479469, + "Alkaline_Phosphatase_Level": 56.12514808, + "Alanine_Aminotransferase_Level": 15.37602919, + "Aspartate_Aminotransferase_Level": 42.25477526, + "Creatinine_Level": 1.253848851, + "LDH_Level": 101.2464087, + "Calcium_Level": 9.813294443, + "Phosphorus_Level": 4.241680564, + "Glucose_Level": 136.6828883, + "Potassium_Level": 4.842518304, + "Sodium_Level": 138.4878643, + "Smoking_Pack_Years": 77.14442818 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.96120058, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.9021911, + "White_Blood_Cell_Count": 8.492976096, + "Platelet_Count": 163.1010053, + "Albumin_Level": 3.976970325, + "Alkaline_Phosphatase_Level": 59.68870971, + "Alanine_Aminotransferase_Level": 12.5774357, + "Aspartate_Aminotransferase_Level": 42.60600165, + "Creatinine_Level": 1.240083314, + "LDH_Level": 158.7197351, + "Calcium_Level": 10.48773945, + "Phosphorus_Level": 4.130399431, + "Glucose_Level": 148.1988004, + "Potassium_Level": 4.178182947, + "Sodium_Level": 144.5803436, + "Smoking_Pack_Years": 91.61223231 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.01494982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.71106671, + "White_Blood_Cell_Count": 9.161581396, + "Platelet_Count": 182.7417033, + "Albumin_Level": 3.796954608, + "Alkaline_Phosphatase_Level": 108.9661176, + "Alanine_Aminotransferase_Level": 22.61781725, + "Aspartate_Aminotransferase_Level": 15.26738832, + "Creatinine_Level": 1.110981264, + "LDH_Level": 186.9054546, + "Calcium_Level": 8.338825053, + "Phosphorus_Level": 3.513324231, + "Glucose_Level": 120.3407812, + "Potassium_Level": 4.383570287, + "Sodium_Level": 141.9562965, + "Smoking_Pack_Years": 23.35956206 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.65191245, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.76078854, + "White_Blood_Cell_Count": 9.280371987, + "Platelet_Count": 257.7382441, + "Albumin_Level": 4.687975878, + "Alkaline_Phosphatase_Level": 62.82044563, + "Alanine_Aminotransferase_Level": 18.5969257, + "Aspartate_Aminotransferase_Level": 36.93044769, + "Creatinine_Level": 0.874791352, + "LDH_Level": 229.8499998, + "Calcium_Level": 8.309443766, + "Phosphorus_Level": 3.642726458, + "Glucose_Level": 137.4332383, + "Potassium_Level": 4.698382368, + "Sodium_Level": 143.9444485, + "Smoking_Pack_Years": 42.20267521 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.05482236, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.64360179, + "White_Blood_Cell_Count": 3.925209306, + "Platelet_Count": 164.1485196, + "Albumin_Level": 3.736260976, + "Alkaline_Phosphatase_Level": 83.90595444, + "Alanine_Aminotransferase_Level": 6.618983085, + "Aspartate_Aminotransferase_Level": 35.41808963, + "Creatinine_Level": 0.673070362, + "LDH_Level": 190.5867951, + "Calcium_Level": 9.721261656, + "Phosphorus_Level": 3.999712718, + "Glucose_Level": 131.6337163, + "Potassium_Level": 4.266623698, + "Sodium_Level": 138.9129081, + "Smoking_Pack_Years": 10.60770638 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 50.05500483, + "Alanine_Aminotransferase_Level": 20.56712784, + "Aspartate_Aminotransferase_Level": 43.85497954, + "Creatinine_Level": 0.923264514, + "LDH_Level": 137.5541756, + "Calcium_Level": 9.873339778, + "Phosphorus_Level": 3.616282559, + "Glucose_Level": 88.92620053, + "Potassium_Level": 3.679282963, + "Sodium_Level": 144.3149101, + "Smoking_Pack_Years": 47.18515481 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.36049732, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.19775706, + "White_Blood_Cell_Count": 7.703750831, + "Platelet_Count": 395.8910689, + "Albumin_Level": 4.515640175, + "Alkaline_Phosphatase_Level": 56.97319257, + "Alanine_Aminotransferase_Level": 20.15557282, + "Aspartate_Aminotransferase_Level": 31.03781936, + "Creatinine_Level": 0.597381927, + "LDH_Level": 195.7197565, + "Calcium_Level": 8.629927854, + "Phosphorus_Level": 2.677279144, + "Glucose_Level": 137.4462442, + "Potassium_Level": 4.816713537, + "Sodium_Level": 138.1839178, + "Smoking_Pack_Years": 24.85988888 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + 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"Phosphorus_Level": 3.596572319, + "Glucose_Level": 130.606432, + "Potassium_Level": 4.15126127, + "Sodium_Level": 138.8281736, + "Smoking_Pack_Years": 93.52526515 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.00259584, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.54527943, + "White_Blood_Cell_Count": 7.738547487, + "Platelet_Count": 348.4643491, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.16651744, + "White_Blood_Cell_Count": 5.713959948, + "Platelet_Count": 301.6611954, + "Albumin_Level": 3.169194088, + "Alkaline_Phosphatase_Level": 64.33694526, + "Alanine_Aminotransferase_Level": 10.39372943, + "Aspartate_Aminotransferase_Level": 40.99038772, + "Creatinine_Level": 1.412242922, + "LDH_Level": 229.4055865, + "Calcium_Level": 9.48255603, + "Phosphorus_Level": 2.68020001, + "Glucose_Level": 125.5786915, + "Potassium_Level": 3.996600217, + "Sodium_Level": 137.224226, + "Smoking_Pack_Years": 28.29239709 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.13502749, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.17039851, + "White_Blood_Cell_Count": 6.79940739, + "Platelet_Count": 234.6782563, + "Albumin_Level": 4.763856574, + "Alkaline_Phosphatase_Level": 92.57586836, + "Alanine_Aminotransferase_Level": 11.24000279, + "Aspartate_Aminotransferase_Level": 41.03236548, + "Creatinine_Level": 0.609093928, + "LDH_Level": 122.775798, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.1497396, + "White_Blood_Cell_Count": 5.862347168, + "Platelet_Count": 226.1533904, + "Albumin_Level": 4.934601567, + "Alkaline_Phosphatase_Level": 90.15880331, + "Alanine_Aminotransferase_Level": 30.14231989, + "Aspartate_Aminotransferase_Level": 13.78870488, + "Creatinine_Level": 1.278837542, + "LDH_Level": 175.6230467, + "Calcium_Level": 9.219533755, + "Phosphorus_Level": 3.171769859, + "Glucose_Level": 147.8374098, + "Potassium_Level": 4.783565339, + "Sodium_Level": 138.2910679, + "Smoking_Pack_Years": 38.50233556 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.09989524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.44886302, + "White_Blood_Cell_Count": 4.716918802, + "Platelet_Count": 396.2100307, + "Albumin_Level": 4.807850716, + "Alkaline_Phosphatase_Level": 46.50609803, + "Alanine_Aminotransferase_Level": 16.81803475, + "Aspartate_Aminotransferase_Level": 31.27696461, + "Creatinine_Level": 0.518752812, + "LDH_Level": 119.5724247, + "Calcium_Level": 9.689232841, + "Phosphorus_Level": 2.509836033, + "Glucose_Level": 141.2534802, + "Potassium_Level": 4.337114039, + "Sodium_Level": 142.5891071, + "Smoking_Pack_Years": 19.68839738 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.05947868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.52904381, + "White_Blood_Cell_Count": 5.363808969, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.95224589, + "White_Blood_Cell_Count": 8.946390174, + "Platelet_Count": 182.3084816, + "Albumin_Level": 4.794290299, + "Alkaline_Phosphatase_Level": 43.43263111, + "Alanine_Aminotransferase_Level": 14.21787454, + "Aspartate_Aminotransferase_Level": 14.183311, + "Creatinine_Level": 0.891989818, + "LDH_Level": 176.0629755, + "Calcium_Level": 8.57923099, + "Phosphorus_Level": 4.191791231, + "Glucose_Level": 106.7905584, + "Potassium_Level": 4.516149873, + "Sodium_Level": 135.8274761, + "Smoking_Pack_Years": 57.1353643 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.62622811, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "African 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}, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.32836286, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.57255301, + "White_Blood_Cell_Count": 7.892381002, + "Platelet_Count": 243.1246076, + "Albumin_Level": 3.113640835, + "Alkaline_Phosphatase_Level": 80.88160826, + "Alanine_Aminotransferase_Level": 36.49155303, + "Aspartate_Aminotransferase_Level": 31.26334688, + "Creatinine_Level": 1.480007631, + "LDH_Level": 161.6456719, + "Calcium_Level": 10.17229123, + "Phosphorus_Level": 2.87293016, + "Glucose_Level": 102.3665748, + "Potassium_Level": 4.566326953, + "Sodium_Level": 143.2257819, + "Smoking_Pack_Years": 37.35541375 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.53297418, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.25726523, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.46891474, + "White_Blood_Cell_Count": 3.681989284, + "Platelet_Count": 253.5721038, + "Albumin_Level": 3.046343252, + "Alkaline_Phosphatase_Level": 77.15472162, + "Alanine_Aminotransferase_Level": 23.49704173, + "Aspartate_Aminotransferase_Level": 13.11802182, + "Creatinine_Level": 1.005835638, + "LDH_Level": 101.0145157, + "Calcium_Level": 8.291097255, + "Phosphorus_Level": 2.583513154, + "Glucose_Level": 129.796522, + "Potassium_Level": 4.366144975, + "Sodium_Level": 137.5139922, + "Smoking_Pack_Years": 14.32270592 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.49754554, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 18.32154136, + "Creatinine_Level": 0.556632581, + "LDH_Level": 183.2234708, + "Calcium_Level": 9.655776843, + "Phosphorus_Level": 4.162537745, + "Glucose_Level": 88.13683691, + "Potassium_Level": 3.502275942, + "Sodium_Level": 143.9157146, + "Smoking_Pack_Years": 35.74791146 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.56098264, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.04348638, + "White_Blood_Cell_Count": 7.261577005, + "Platelet_Count": 333.5542414, + "Albumin_Level": 4.628199652, + "Alkaline_Phosphatase_Level": 74.81980077, + "Alanine_Aminotransferase_Level": 22.75697025, + "Aspartate_Aminotransferase_Level": 27.88737054, + "Creatinine_Level": 0.83915878, + "LDH_Level": 131.7554554, + "Calcium_Level": 9.563506574, + "Phosphorus_Level": 4.221381199, + "Glucose_Level": 108.2019045, + "Potassium_Level": 4.116390973, + "Sodium_Level": 141.7084666, + "Smoking_Pack_Years": 68.77029239 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.29536623, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.33215593, + "White_Blood_Cell_Count": 4.094250909, + "Platelet_Count": 229.2798801, + "Albumin_Level": 4.233169204, + "Alkaline_Phosphatase_Level": 66.77701901, + "Alanine_Aminotransferase_Level": 30.53057501, + "Aspartate_Aminotransferase_Level": 46.0964596, + "Creatinine_Level": 1.451407595, + "LDH_Level": 229.6759236, + "Calcium_Level": 9.692789931, + "Phosphorus_Level": 3.959023556, + "Glucose_Level": 117.6074462, + "Potassium_Level": 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"Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.3131287, + "White_Blood_Cell_Count": 7.51787835, + "Platelet_Count": 366.8884229, + "Albumin_Level": 3.374704712, + "Alkaline_Phosphatase_Level": 112.5696996, + "Alanine_Aminotransferase_Level": 27.28231042, + "Aspartate_Aminotransferase_Level": 49.9420183, + "Creatinine_Level": 1.431532709, + "LDH_Level": 209.0492839, + "Calcium_Level": 9.318462773, + "Phosphorus_Level": 4.140028311, + "Glucose_Level": 74.91054442, + "Potassium_Level": 4.696341989, + "Sodium_Level": 143.7983481, + "Smoking_Pack_Years": 82.88544677 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.4427835, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.89192104, + "White_Blood_Cell_Count": 7.311189237, + "Platelet_Count": 161.4288627, + "Albumin_Level": 4.384166264, + "Alkaline_Phosphatase_Level": 52.89538395, + "Alanine_Aminotransferase_Level": 20.08977247, + "Aspartate_Aminotransferase_Level": 32.53506631, + "Creatinine_Level": 1.445127936, + "LDH_Level": 114.241463, + "Calcium_Level": 8.881163555, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.98199951, + "White_Blood_Cell_Count": 9.891960457, + "Platelet_Count": 426.3481223, + "Albumin_Level": 4.32610954, + "Alkaline_Phosphatase_Level": 101.6145314, + "Alanine_Aminotransferase_Level": 11.13943136, + "Aspartate_Aminotransferase_Level": 46.86812545, + "Creatinine_Level": 1.108243396, + "LDH_Level": 237.7459516, + "Calcium_Level": 9.949805144, + "Phosphorus_Level": 4.078368915, + "Glucose_Level": 110.2113759, + "Potassium_Level": 4.069623404, + "Sodium_Level": 140.2147703, + "Smoking_Pack_Years": 68.56392706 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.44306712, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.35337415, + "White_Blood_Cell_Count": 4.888875377, + "Platelet_Count": 384.4441346, + "Albumin_Level": 4.393186237, + "Alkaline_Phosphatase_Level": 48.48888137, + "Alanine_Aminotransferase_Level": 9.593414742, + "Aspartate_Aminotransferase_Level": 46.16422713, + "Creatinine_Level": 0.550764364, + "LDH_Level": 178.5508525, + "Calcium_Level": 8.625180923, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.75212204, + "White_Blood_Cell_Count": 9.82394373, + "Platelet_Count": 164.7163238, + "Albumin_Level": 3.506022683, + "Alkaline_Phosphatase_Level": 90.0717454, + "Alanine_Aminotransferase_Level": 11.62035278, + "Aspartate_Aminotransferase_Level": 41.37920263, + "Creatinine_Level": 0.663380514, + "LDH_Level": 138.4776136, + "Calcium_Level": 10.48314026, + "Phosphorus_Level": 3.379596161, + "Glucose_Level": 95.26458032, + "Potassium_Level": 3.62962983, + "Sodium_Level": 139.7464075, + "Smoking_Pack_Years": 77.48574491 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.41062983, + "White_Blood_Cell_Count": 7.906862451, + "Platelet_Count": 383.3270409, + "Albumin_Level": 4.770755049, + "Alkaline_Phosphatase_Level": 73.86744784, + "Alanine_Aminotransferase_Level": 5.061095731, + "Aspartate_Aminotransferase_Level": 35.99646463, + "Creatinine_Level": 1.486182648, + "LDH_Level": 119.4356312, + "Calcium_Level": 9.047454085, + "Phosphorus_Level": 2.970923418, + "Glucose_Level": 104.4484507, + "Potassium_Level": 4.324151254, + "Sodium_Level": 136.7402523, + "Smoking_Pack_Years": 35.66795723 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": 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8.719053013, + "Phosphorus_Level": 3.11647805, + "Glucose_Level": 124.3359478, + "Potassium_Level": 4.55827301, + "Sodium_Level": 141.903916, + "Smoking_Pack_Years": 64.67976203 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.92374197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.79426235, + "White_Blood_Cell_Count": 8.229011962, + "Platelet_Count": 251.417604, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.77528593, + "White_Blood_Cell_Count": 8.96409675, + "Platelet_Count": 298.0353804, + "Albumin_Level": 4.365956124, + "Alkaline_Phosphatase_Level": 42.312195, + "Alanine_Aminotransferase_Level": 32.20506985, + "Aspartate_Aminotransferase_Level": 48.01584569, + "Creatinine_Level": 1.082583753, + "LDH_Level": 100.8797407, + "Calcium_Level": 8.695859779, + "Phosphorus_Level": 3.896215228, + "Glucose_Level": 93.10183407, + "Potassium_Level": 4.328616437, + "Sodium_Level": 144.5902099, + "Smoking_Pack_Years": 63.26679957 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.91544388, + "White_Blood_Cell_Count": 7.045771487, + "Platelet_Count": 312.3682024, + "Albumin_Level": 4.04040098, + "Alkaline_Phosphatase_Level": 109.4525401, + "Alanine_Aminotransferase_Level": 10.24323238, + "Aspartate_Aminotransferase_Level": 36.98319944, + "Creatinine_Level": 1.181933395, + "LDH_Level": 154.6120913, + "Calcium_Level": 9.778119997, + "Phosphorus_Level": 4.163143252, + "Glucose_Level": 101.6423919, + "Potassium_Level": 4.367178791, + "Sodium_Level": 141.7777656, + "Smoking_Pack_Years": 51.26002051 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.9795096, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.4944263, + "White_Blood_Cell_Count": 7.746282786, + "Platelet_Count": 221.3142879, + "Albumin_Level": 3.300150804, + "Alkaline_Phosphatase_Level": 65.6357602, + "Alanine_Aminotransferase_Level": 6.168878312, + "Aspartate_Aminotransferase_Level": 27.52362564, + "Creatinine_Level": 1.022898771, + "LDH_Level": 199.4548721, + "Calcium_Level": 8.920582431, + "Phosphorus_Level": 4.328490425, + "Glucose_Level": 93.75869612, + "Potassium_Level": 3.616195796, + "Sodium_Level": 135.3482086, + "Smoking_Pack_Years": 29.81660423 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.74667624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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139.6174943, + "Smoking_Pack_Years": 7.069864458 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.98024345, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.0351058, + "White_Blood_Cell_Count": 4.810107126, + "Platelet_Count": 386.0367266, + "Albumin_Level": 4.168453863, + "Alkaline_Phosphatase_Level": 65.45463066, + "Alanine_Aminotransferase_Level": 18.73172337, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.10871719, + "White_Blood_Cell_Count": 5.991574202, + "Platelet_Count": 273.075019, + "Albumin_Level": 4.839527974, + "Alkaline_Phosphatase_Level": 92.2096174, + "Alanine_Aminotransferase_Level": 11.29547133, + "Aspartate_Aminotransferase_Level": 22.54301051, + "Creatinine_Level": 1.492237142, + "LDH_Level": 114.5396211, + "Calcium_Level": 9.604672666, + "Phosphorus_Level": 4.619877919, + "Glucose_Level": 92.97664014, + "Potassium_Level": 4.653415627, + "Sodium_Level": 135.7050035, + "Smoking_Pack_Years": 30.60334597 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.09446405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.89453327, + "White_Blood_Cell_Count": 4.750349973, + "Platelet_Count": 321.1677465, + "Albumin_Level": 3.163268959, + "Alkaline_Phosphatase_Level": 115.8741684, + "Alanine_Aminotransferase_Level": 33.63468342, + "Aspartate_Aminotransferase_Level": 27.01435156, + "Creatinine_Level": 0.670973092, + "LDH_Level": 147.0172351, + "Calcium_Level": 9.997441482, + "Phosphorus_Level": 4.244210342, + "Glucose_Level": 91.79495991, + "Potassium_Level": 4.186121073, + "Sodium_Level": 136.5962706, + "Smoking_Pack_Years": 74.17187927 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.27000301, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.02940409, + "White_Blood_Cell_Count": 4.806335699, + "Platelet_Count": 274.0598055, + "Albumin_Level": 3.904540199, + "Alkaline_Phosphatase_Level": 60.52735333, + "Alanine_Aminotransferase_Level": 31.71291646, + "Aspartate_Aminotransferase_Level": 35.94896629, + "Creatinine_Level": 1.207507707, + "LDH_Level": 175.4341552, + "Calcium_Level": 8.019966412, + "Phosphorus_Level": 4.828042699, + "Glucose_Level": 125.9574051, + "Potassium_Level": 4.982885677, + "Sodium_Level": 141.7760352, + "Smoking_Pack_Years": 97.08632711 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.51880105, + "White_Blood_Cell_Count": 9.283746516, + "Platelet_Count": 299.8024786, + "Albumin_Level": 3.326613501, + "Alkaline_Phosphatase_Level": 61.87538312, + "Alanine_Aminotransferase_Level": 21.73184821, + "Aspartate_Aminotransferase_Level": 43.98655594, + "Creatinine_Level": 0.653671051, + "LDH_Level": 117.3480982, + "Calcium_Level": 9.729704778, + "Phosphorus_Level": 4.366722613, + "Glucose_Level": 136.3871352, + "Potassium_Level": 4.976808594, + "Sodium_Level": 135.4255572, + "Smoking_Pack_Years": 21.58885593 + }, + { + "Age": 77, + "Gender": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.28378061, + "White_Blood_Cell_Count": 6.216294011, + "Platelet_Count": 182.4478449, + "Albumin_Level": 4.352028973, + "Alkaline_Phosphatase_Level": 104.4261137, + "Alanine_Aminotransferase_Level": 37.58179063, + "Aspartate_Aminotransferase_Level": 49.83333574, + "Creatinine_Level": 0.943024103, + "LDH_Level": 151.393137, + "Calcium_Level": 8.832375775, + "Phosphorus_Level": 3.767602258, + "Glucose_Level": 101.9904802, + "Potassium_Level": 4.942966786, + "Sodium_Level": 138.3558861, + "Smoking_Pack_Years": 19.5375352 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.42981883, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.37701603, + "White_Blood_Cell_Count": 6.703529126, + "Platelet_Count": 311.0382914, + "Albumin_Level": 4.897200068, + "Alkaline_Phosphatase_Level": 43.87019732, + "Alanine_Aminotransferase_Level": 28.28623237, + "Aspartate_Aminotransferase_Level": 48.68083777, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.97687584, + "White_Blood_Cell_Count": 6.901332393, + "Platelet_Count": 255.1848223, + "Albumin_Level": 3.66416112, + "Alkaline_Phosphatase_Level": 69.94609422, + "Alanine_Aminotransferase_Level": 12.74328036, + "Aspartate_Aminotransferase_Level": 46.72264985, + "Creatinine_Level": 0.647239689, + "LDH_Level": 202.5824143, + "Calcium_Level": 8.097511833, + "Phosphorus_Level": 3.262962904, + "Glucose_Level": 128.5082607, + "Potassium_Level": 4.617980139, + "Sodium_Level": 135.378118, + "Smoking_Pack_Years": 84.90074356 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.50920419, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.16316545, + "White_Blood_Cell_Count": 7.223688044, + "Platelet_Count": 443.9711129, + "Albumin_Level": 3.332557743, + "Alkaline_Phosphatase_Level": 71.46574007, + "Alanine_Aminotransferase_Level": 19.50905518, + "Aspartate_Aminotransferase_Level": 25.17968337, + "Creatinine_Level": 0.790836408, + "LDH_Level": 216.5601118, + "Calcium_Level": 10.16095253, + "Phosphorus_Level": 4.542949945, + "Glucose_Level": 108.0878597, + "Potassium_Level": 3.725960861, + "Sodium_Level": 144.1666109, + "Smoking_Pack_Years": 50.82594444 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.57823723, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.18008225, + "White_Blood_Cell_Count": 9.150499352, + "Platelet_Count": 437.6439376, + "Albumin_Level": 3.887314598, + "Alkaline_Phosphatase_Level": 59.42618209, + "Alanine_Aminotransferase_Level": 17.3741035, + "Aspartate_Aminotransferase_Level": 45.2080125, + "Creatinine_Level": 1.366475433, + "LDH_Level": 109.4284638, + "Calcium_Level": 10.02946443, + "Phosphorus_Level": 3.489844251, + "Glucose_Level": 122.2474392, + "Potassium_Level": 4.653751689, + "Sodium_Level": 135.0424816, + "Smoking_Pack_Years": 16.45349149 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.49254336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.58962559, + "White_Blood_Cell_Count": 3.904355581, + "Platelet_Count": 348.4146805, + "Albumin_Level": 3.42908043, + "Alkaline_Phosphatase_Level": 73.38078419, + "Alanine_Aminotransferase_Level": 28.91954442, + "Aspartate_Aminotransferase_Level": 37.95992966, + "Creatinine_Level": 0.512050585, + "LDH_Level": 138.1411436, + "Calcium_Level": 8.699428864, + "Phosphorus_Level": 3.007134729, + "Glucose_Level": 147.2264631, + "Potassium_Level": 4.223374229, + "Sodium_Level": 144.9977731, + "Smoking_Pack_Years": 75.77148699 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.19376229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.88483334, + "White_Blood_Cell_Count": 5.139132195, + "Platelet_Count": 431.477717, + "Albumin_Level": 4.14253038, + "Alkaline_Phosphatase_Level": 65.94640625, + "Alanine_Aminotransferase_Level": 12.00198812, + "Aspartate_Aminotransferase_Level": 43.72960494, + "Creatinine_Level": 1.193121264, + "LDH_Level": 152.0472516, + "Calcium_Level": 9.121272877, + "Phosphorus_Level": 4.35296462, + "Glucose_Level": 94.55057111, + "Potassium_Level": 3.910292675, + "Sodium_Level": 139.5197445, + "Smoking_Pack_Years": 57.15511225 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.42058687, + "Tumor_Location": "Upper 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114.5008781, + "Potassium_Level": 3.722178593, + "Sodium_Level": 139.4564908, + "Smoking_Pack_Years": 97.89234964 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.72035072, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.2824723, + "White_Blood_Cell_Count": 4.916101373, + "Platelet_Count": 386.375025, + "Albumin_Level": 4.776714861, + "Alkaline_Phosphatase_Level": 48.71938121, + "Alanine_Aminotransferase_Level": 34.53279966, + "Aspartate_Aminotransferase_Level": 37.55067613, + "Creatinine_Level": 1.430717722, + "LDH_Level": 216.2210487, + "Calcium_Level": 9.146640273, + "Phosphorus_Level": 3.887341964, + "Glucose_Level": 132.5857837, + "Potassium_Level": 4.601983363, + "Sodium_Level": 140.3059479, + "Smoking_Pack_Years": 0.500925168 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.68883739, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.21411709, + "White_Blood_Cell_Count": 4.839629133, + "Platelet_Count": 411.778426, + "Albumin_Level": 4.709550053, + "Alkaline_Phosphatase_Level": 114.6551157, + "Alanine_Aminotransferase_Level": 16.62080722, + "Aspartate_Aminotransferase_Level": 46.05932384, + "Creatinine_Level": 1.006599987, + "LDH_Level": 187.9206468, + "Calcium_Level": 8.395486003, + "Phosphorus_Level": 2.563918999, + "Glucose_Level": 76.24949834, + "Potassium_Level": 3.547404728, + "Sodium_Level": 135.562523, + "Smoking_Pack_Years": 81.14196244 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.21308844, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.61791719, + "White_Blood_Cell_Count": 3.667568109, + "Platelet_Count": 290.356573, + "Albumin_Level": 4.516783171, + "Alkaline_Phosphatase_Level": 87.44909764, + "Alanine_Aminotransferase_Level": 14.71061551, + "Aspartate_Aminotransferase_Level": 11.66629589, + "Creatinine_Level": 0.803895361, + "LDH_Level": 163.688575, + "Calcium_Level": 8.557079196, + "Phosphorus_Level": 4.675106548, + "Glucose_Level": 108.4185391, + "Potassium_Level": 4.123645198, + "Sodium_Level": 135.9288554, + "Smoking_Pack_Years": 77.04249581 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.56330282, + "Tumor_Location": "Upper 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148.4316092, + "Potassium_Level": 4.452753025, + "Sodium_Level": 136.5851429, + "Smoking_Pack_Years": 48.8843623 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.95085158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.45388615, + "White_Blood_Cell_Count": 6.756910575, + "Platelet_Count": 387.887316, + "Albumin_Level": 3.722857487, + "Alkaline_Phosphatase_Level": 74.16834196, + "Alanine_Aminotransferase_Level": 22.71312081, + "Aspartate_Aminotransferase_Level": 25.67216461, + "Creatinine_Level": 0.749181441, + "LDH_Level": 137.6837022, + "Calcium_Level": 9.7343364, + "Phosphorus_Level": 4.995756685, + "Glucose_Level": 77.1281381, + "Potassium_Level": 4.457140431, + "Sodium_Level": 142.5134785, + "Smoking_Pack_Years": 9.195150707 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.44484107, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.06166115, + "White_Blood_Cell_Count": 9.98201402, + "Platelet_Count": 196.3546676, + "Albumin_Level": 3.416305308, + "Alkaline_Phosphatase_Level": 79.37178293, + "Alanine_Aminotransferase_Level": 34.68861874, + "Aspartate_Aminotransferase_Level": 16.81542879, + "Creatinine_Level": 1.089438331, + "LDH_Level": 139.5414913, + "Calcium_Level": 9.965702791, + "Phosphorus_Level": 3.036422211, + "Glucose_Level": 70.88377531, + "Potassium_Level": 4.360957116, + "Sodium_Level": 137.347517, + "Smoking_Pack_Years": 99.24055291 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.45237355, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.6311253, + "White_Blood_Cell_Count": 8.920407219, + "Platelet_Count": 422.9012506, + "Albumin_Level": 3.298736101, + "Alkaline_Phosphatase_Level": 73.08395349, + "Alanine_Aminotransferase_Level": 6.234312141, + "Aspartate_Aminotransferase_Level": 13.52993199, + "Creatinine_Level": 1.440220401, + "LDH_Level": 155.7895906, + "Calcium_Level": 10.1223611, + "Phosphorus_Level": 4.414226831, + "Glucose_Level": 91.95799125, + "Potassium_Level": 4.282445097, + "Sodium_Level": 137.980013, + "Smoking_Pack_Years": 4.877296775 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.722007, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.86820154, + "White_Blood_Cell_Count": 7.614798627, + "Platelet_Count": 358.2411209, + "Albumin_Level": 4.080306693, + "Alkaline_Phosphatase_Level": 43.27305777, + "Alanine_Aminotransferase_Level": 37.08276288, + "Aspartate_Aminotransferase_Level": 41.71215429, + "Creatinine_Level": 1.110770355, + "LDH_Level": 241.2662306, + "Calcium_Level": 8.731280004, + "Phosphorus_Level": 4.920152931, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 36.29055107, + "Aspartate_Aminotransferase_Level": 23.29577446, + "Creatinine_Level": 0.690901984, + "LDH_Level": 154.8011211, + "Calcium_Level": 9.894098683, + "Phosphorus_Level": 3.766896536, + "Glucose_Level": 121.0083844, + "Potassium_Level": 3.82562733, + "Sodium_Level": 144.3470391, + "Smoking_Pack_Years": 54.67461131 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.11787041, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.5918802, + "White_Blood_Cell_Count": 4.051165794, + "Platelet_Count": 162.5137585, + "Albumin_Level": 4.707879118, + "Alkaline_Phosphatase_Level": 96.21772846, + "Alanine_Aminotransferase_Level": 23.37177281, + "Aspartate_Aminotransferase_Level": 11.41143889, + "Creatinine_Level": 0.972439003, + "LDH_Level": 125.8378633, + "Calcium_Level": 9.586973056, + "Phosphorus_Level": 3.719615334, + "Glucose_Level": 83.5912655, + "Potassium_Level": 4.815036005, + "Sodium_Level": 143.7918818, + "Smoking_Pack_Years": 76.65663888 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.38421863, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.49819795, + "White_Blood_Cell_Count": 4.279735466, + "Platelet_Count": 355.4957865, + "Albumin_Level": 3.964933752, + "Alkaline_Phosphatase_Level": 77.05465296, + "Alanine_Aminotransferase_Level": 27.2673726, + "Aspartate_Aminotransferase_Level": 35.44943232, + "Creatinine_Level": 1.183772886, + "LDH_Level": 139.9182788, + "Calcium_Level": 10.12619849, + "Phosphorus_Level": 4.013914651, + "Glucose_Level": 98.76980763, + "Potassium_Level": 3.67235669, + "Sodium_Level": 141.2474456, + "Smoking_Pack_Years": 7.612476848 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.51063483, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.73993435, + "White_Blood_Cell_Count": 4.467877337, + "Platelet_Count": 188.8272732, + "Albumin_Level": 3.566178108, + "Alkaline_Phosphatase_Level": 65.43245211, + "Alanine_Aminotransferase_Level": 23.18833841, + "Aspartate_Aminotransferase_Level": 10.61926536, + "Creatinine_Level": 1.365120989, + "LDH_Level": 134.8946712, + "Calcium_Level": 9.199113257, + "Phosphorus_Level": 4.378520033, + "Glucose_Level": 91.8110793, + "Potassium_Level": 4.633107906, + "Sodium_Level": 138.4569777, + "Smoking_Pack_Years": 57.10147234 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.85382479, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.97575479, + "White_Blood_Cell_Count": 8.899251455, + "Platelet_Count": 235.8542254, + "Albumin_Level": 4.280350446, + "Alkaline_Phosphatase_Level": 67.12784932, + "Alanine_Aminotransferase_Level": 27.98355262, + "Aspartate_Aminotransferase_Level": 36.3313922, + "Creatinine_Level": 0.651341859, + "LDH_Level": 241.0073185, + "Calcium_Level": 9.545199337, + "Phosphorus_Level": 2.703761008, + "Glucose_Level": 84.48081141, + "Potassium_Level": 4.072113076, + "Sodium_Level": 137.4715617, + "Smoking_Pack_Years": 2.227783318 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.99015567, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.02067182, + "White_Blood_Cell_Count": 6.548280163, + "Platelet_Count": 283.9918312, + "Albumin_Level": 3.687759343, + "Alkaline_Phosphatase_Level": 37.35680502, + "Alanine_Aminotransferase_Level": 22.04844532, + "Aspartate_Aminotransferase_Level": 43.25934542, + "Creatinine_Level": 0.972854068, + "LDH_Level": 212.3733497, + "Calcium_Level": 10.39214841, + "Phosphorus_Level": 3.079023596, + "Glucose_Level": 71.43472709, + "Potassium_Level": 4.994987773, + "Sodium_Level": 143.1583924, + "Smoking_Pack_Years": 22.18615765 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.53002851, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.4508629, + "White_Blood_Cell_Count": 8.257563304, + "Platelet_Count": 367.2430265, + "Albumin_Level": 3.002962306, + "Alkaline_Phosphatase_Level": 31.83458077, + "Alanine_Aminotransferase_Level": 39.75012148, + "Aspartate_Aminotransferase_Level": 33.73218611, + "Creatinine_Level": 0.744816764, + "LDH_Level": 174.0281594, + "Calcium_Level": 8.768481916, + "Phosphorus_Level": 4.528019125, + "Glucose_Level": 123.3239569, + "Potassium_Level": 4.625736041, + "Sodium_Level": 139.9601603, + "Smoking_Pack_Years": 93.74271618 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.72039098, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.91623173, + "White_Blood_Cell_Count": 8.984132382, + "Platelet_Count": 262.6696797, + "Albumin_Level": 3.27650907, + "Alkaline_Phosphatase_Level": 70.62614963, + "Alanine_Aminotransferase_Level": 30.1674179, + "Aspartate_Aminotransferase_Level": 40.51306564, + "Creatinine_Level": 0.672225079, + "LDH_Level": 109.8382134, + "Calcium_Level": 9.055660464, + "Phosphorus_Level": 3.984215487, + "Glucose_Level": 119.7497862, + 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"Alanine_Aminotransferase_Level": 37.36700838, + "Aspartate_Aminotransferase_Level": 29.73888814, + "Creatinine_Level": 0.697464777, + "LDH_Level": 119.5696249, + "Calcium_Level": 10.29471903, + "Phosphorus_Level": 2.525835144, + "Glucose_Level": 97.4793559, + "Potassium_Level": 4.233753346, + "Sodium_Level": 140.7840709, + "Smoking_Pack_Years": 1.155796072 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.51212901, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.97543571, + "White_Blood_Cell_Count": 6.763556302, + "Platelet_Count": 319.6225792, + "Albumin_Level": 4.974978656, + "Alkaline_Phosphatase_Level": 53.81226218, + "Alanine_Aminotransferase_Level": 39.14825484, + "Aspartate_Aminotransferase_Level": 41.76583178, + "Creatinine_Level": 0.609109984, + "LDH_Level": 247.6649231, + "Calcium_Level": 9.58072784, + "Phosphorus_Level": 3.962227515, + "Glucose_Level": 78.08614873, + "Potassium_Level": 4.651354648, + "Sodium_Level": 143.5944684, + "Smoking_Pack_Years": 81.43857675 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.21729497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.36253908, + "White_Blood_Cell_Count": 3.573565395, + "Platelet_Count": 252.09923, + "Albumin_Level": 4.226968148, + "Alkaline_Phosphatase_Level": 60.6370035, + "Alanine_Aminotransferase_Level": 24.30706772, + "Aspartate_Aminotransferase_Level": 45.18714275, + "Creatinine_Level": 1.095675703, + "LDH_Level": 212.4847207, + "Calcium_Level": 9.858292167, + "Phosphorus_Level": 2.958040535, + "Glucose_Level": 138.9124833, + "Potassium_Level": 4.671822815, + "Sodium_Level": 135.4231738, + "Smoking_Pack_Years": 33.8938747 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.46033621, + "Tumor_Location": "Upper 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104.3871276, + "Potassium_Level": 3.858764782, + "Sodium_Level": 144.2893613, + "Smoking_Pack_Years": 23.93471506 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.16198209, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.27437611, + "White_Blood_Cell_Count": 5.316349102, + "Platelet_Count": 212.4776135, + "Albumin_Level": 4.850326307, + "Alkaline_Phosphatase_Level": 57.58346986, + "Alanine_Aminotransferase_Level": 29.2706064, + "Aspartate_Aminotransferase_Level": 38.14439772, + "Creatinine_Level": 0.531870101, + "LDH_Level": 234.8674001, + "Calcium_Level": 8.904052135, + "Phosphorus_Level": 3.081178726, + "Glucose_Level": 96.09774851, + "Potassium_Level": 4.732200666, + "Sodium_Level": 136.9118906, + "Smoking_Pack_Years": 48.70905107 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.22161576, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.50024136, + "White_Blood_Cell_Count": 7.209632096, + "Platelet_Count": 271.3400618, + "Albumin_Level": 4.383178351, + "Alkaline_Phosphatase_Level": 90.75820739, + "Alanine_Aminotransferase_Level": 30.11346876, + "Aspartate_Aminotransferase_Level": 30.48853277, + "Creatinine_Level": 0.931344764, + "LDH_Level": 173.1086489, + "Calcium_Level": 9.492065997, + "Phosphorus_Level": 4.987625638, + "Glucose_Level": 123.549839, + "Potassium_Level": 4.009935185, + "Sodium_Level": 136.6322912, + "Smoking_Pack_Years": 43.32195158 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.02364286, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.03104615, + "White_Blood_Cell_Count": 7.949848425, + "Platelet_Count": 352.9811405, + "Albumin_Level": 3.060534976, + "Alkaline_Phosphatase_Level": 80.15793664, + "Alanine_Aminotransferase_Level": 7.171978754, + "Aspartate_Aminotransferase_Level": 32.76261551, + "Creatinine_Level": 0.761057734, + "LDH_Level": 130.3349444, + "Calcium_Level": 9.1063802, + "Phosphorus_Level": 3.393328214, + "Glucose_Level": 147.6644482, + "Potassium_Level": 4.178542889, + "Sodium_Level": 139.0935714, + "Smoking_Pack_Years": 50.03119466 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.39739186, + "Tumor_Location": 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"Glucose_Level": 106.4702961, + "Potassium_Level": 3.513772759, + "Sodium_Level": 144.7820401, + "Smoking_Pack_Years": 88.38652858 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.67767948, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.11461621, + "White_Blood_Cell_Count": 7.053669714, + "Platelet_Count": 359.5069046, + "Albumin_Level": 4.236186786, + "Alkaline_Phosphatase_Level": 117.0186735, + "Alanine_Aminotransferase_Level": 35.64474258, + "Aspartate_Aminotransferase_Level": 23.74177196, + "Creatinine_Level": 1.479862156, + "LDH_Level": 219.0714246, + "Calcium_Level": 9.290048485, + "Phosphorus_Level": 3.571861483, + "Glucose_Level": 71.55116461, + "Potassium_Level": 4.282062713, + "Sodium_Level": 135.4853436, + "Smoking_Pack_Years": 3.157181792 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.5522677, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.81118716, + "White_Blood_Cell_Count": 6.548607896, + "Platelet_Count": 221.9286798, + "Albumin_Level": 3.183147026, + "Alkaline_Phosphatase_Level": 94.92373627, + "Alanine_Aminotransferase_Level": 26.07305595, + "Aspartate_Aminotransferase_Level": 49.91716097, + "Creatinine_Level": 0.726825787, + "LDH_Level": 202.1922847, + "Calcium_Level": 9.179045452, + "Phosphorus_Level": 4.343467722, + "Glucose_Level": 129.5246962, + "Potassium_Level": 4.257054312, + "Sodium_Level": 135.1033992, + "Smoking_Pack_Years": 60.74160662 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.33192768, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.06926554, + "White_Blood_Cell_Count": 4.318519058, + "Platelet_Count": 272.0478233, + "Albumin_Level": 3.251125412, + "Alkaline_Phosphatase_Level": 94.21212209, + "Alanine_Aminotransferase_Level": 10.9295967, + "Aspartate_Aminotransferase_Level": 46.95099166, + "Creatinine_Level": 0.733183047, + "LDH_Level": 233.2826742, + "Calcium_Level": 10.39233897, + "Phosphorus_Level": 2.622704652, + "Glucose_Level": 127.1812957, + "Potassium_Level": 4.775287119, + "Sodium_Level": 137.3982776, + "Smoking_Pack_Years": 60.06218455 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.92152179, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.47048397, + "White_Blood_Cell_Count": 5.332239468, + "Platelet_Count": 427.0542308, + "Albumin_Level": 4.221443765, + "Alkaline_Phosphatase_Level": 47.59687379, + "Alanine_Aminotransferase_Level": 9.073224541, + "Aspartate_Aminotransferase_Level": 34.21570236, + "Creatinine_Level": 1.104935901, + "LDH_Level": 198.6095615, + "Calcium_Level": 9.546731241, + "Phosphorus_Level": 3.128031668, + "Glucose_Level": 119.3208964, + "Potassium_Level": 4.28271697, + "Sodium_Level": 143.3349118, + "Smoking_Pack_Years": 94.22681864 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.47879364, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.06416083, + "White_Blood_Cell_Count": 7.20269052, + "Platelet_Count": 288.4871441, + "Albumin_Level": 3.774552973, + "Alkaline_Phosphatase_Level": 103.7547188, + "Alanine_Aminotransferase_Level": 32.99887046, + "Aspartate_Aminotransferase_Level": 32.91545667, + "Creatinine_Level": 0.618978299, + "LDH_Level": 245.1041723, + "Calcium_Level": 9.421769145, + "Phosphorus_Level": 4.451989395, + "Glucose_Level": 79.14477798, + "Potassium_Level": 4.084333978, + "Sodium_Level": 138.7565528, + "Smoking_Pack_Years": 54.38087778 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.25366253, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.67765183, + "White_Blood_Cell_Count": 6.394736353, + "Platelet_Count": 422.0420192, + "Albumin_Level": 4.155507811, + "Alkaline_Phosphatase_Level": 93.26577625, + "Alanine_Aminotransferase_Level": 32.04393339, + "Aspartate_Aminotransferase_Level": 38.82455458, + "Creatinine_Level": 1.118083347, + "LDH_Level": 245.9888387, + "Calcium_Level": 9.197711665, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.07586911, + "White_Blood_Cell_Count": 4.179643192, + "Platelet_Count": 319.5912793, + "Albumin_Level": 4.660938626, + "Alkaline_Phosphatase_Level": 69.59215242, + "Alanine_Aminotransferase_Level": 30.50069192, + "Aspartate_Aminotransferase_Level": 30.35390831, + "Creatinine_Level": 0.677319297, + "LDH_Level": 174.7924274, + "Calcium_Level": 8.481634355, + "Phosphorus_Level": 4.675595881, + "Glucose_Level": 106.3760983, + "Potassium_Level": 4.97035643, + "Sodium_Level": 144.8125484, + "Smoking_Pack_Years": 6.778003338 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": 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224.2918247, + "Calcium_Level": 9.24078624, + "Phosphorus_Level": 4.058570255, + "Glucose_Level": 131.4967692, + "Potassium_Level": 3.725190949, + "Sodium_Level": 135.3174885, + "Smoking_Pack_Years": 82.94706224 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.26893945, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.85359239, + "White_Blood_Cell_Count": 7.745920934, + 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239.1082484, + "Calcium_Level": 10.11387619, + "Phosphorus_Level": 3.955980665, + "Glucose_Level": 111.7119268, + "Potassium_Level": 4.269308535, + "Sodium_Level": 139.2678149, + "Smoking_Pack_Years": 53.32949913 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.5335091, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.36646839, + "White_Blood_Cell_Count": 3.648658344, + 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"Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.7702691, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.84491987, + "White_Blood_Cell_Count": 8.454154937, + "Platelet_Count": 392.6549329, + "Albumin_Level": 4.607872134, + "Alkaline_Phosphatase_Level": 54.92789068, + "Alanine_Aminotransferase_Level": 34.60870163, + "Aspartate_Aminotransferase_Level": 35.35450726, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.16518378, + "White_Blood_Cell_Count": 7.51031773, + "Platelet_Count": 281.3081593, + "Albumin_Level": 3.163865886, + "Alkaline_Phosphatase_Level": 47.21727309, + "Alanine_Aminotransferase_Level": 15.3882944, + "Aspartate_Aminotransferase_Level": 17.09516962, + "Creatinine_Level": 1.050896346, + "LDH_Level": 236.4886459, + "Calcium_Level": 10.13425117, + "Phosphorus_Level": 4.981305986, + "Glucose_Level": 81.52649059, + "Potassium_Level": 3.91696197, + "Sodium_Level": 135.1272315, + "Smoking_Pack_Years": 89.6953809 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.03346219, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.7174858, + "White_Blood_Cell_Count": 6.536073992, + "Platelet_Count": 216.5591569, + "Albumin_Level": 4.779060625, + "Alkaline_Phosphatase_Level": 103.5168766, + "Alanine_Aminotransferase_Level": 13.04717627, + "Aspartate_Aminotransferase_Level": 41.87421869, + "Creatinine_Level": 0.769477971, + "LDH_Level": 203.2033864, + "Calcium_Level": 10.22148223, + "Phosphorus_Level": 3.115631892, + "Glucose_Level": 100.1972895, + "Potassium_Level": 3.681308566, + "Sodium_Level": 141.857965, + "Smoking_Pack_Years": 55.52016739 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.96711173, + "Tumor_Location": "Upper 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89.89721603, + "Potassium_Level": 3.710379362, + "Sodium_Level": 136.2927536, + "Smoking_Pack_Years": 61.48773319 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.76884379, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.81633135, + "White_Blood_Cell_Count": 5.785073834, + "Platelet_Count": 243.7230343, + "Albumin_Level": 3.438270281, + "Alkaline_Phosphatase_Level": 51.58067042, + "Alanine_Aminotransferase_Level": 11.04192192, + "Aspartate_Aminotransferase_Level": 46.86913152, + "Creatinine_Level": 1.264659395, + "LDH_Level": 179.9718983, + "Calcium_Level": 9.741215508, + "Phosphorus_Level": 4.98014636, + "Glucose_Level": 71.20570972, + "Potassium_Level": 4.724186467, + "Sodium_Level": 138.5829917, + "Smoking_Pack_Years": 82.84432314 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.7843791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.11828376, + "White_Blood_Cell_Count": 7.23275832, + "Platelet_Count": 225.8066365, + "Albumin_Level": 3.155355532, + "Alkaline_Phosphatase_Level": 104.6488505, + "Alanine_Aminotransferase_Level": 39.78296458, + "Aspartate_Aminotransferase_Level": 46.98592973, + "Creatinine_Level": 0.614428129, + "LDH_Level": 245.7932801, + "Calcium_Level": 8.75396054, + "Phosphorus_Level": 2.528647662, + "Glucose_Level": 114.8046906, + "Potassium_Level": 4.568625125, + "Sodium_Level": 137.9027674, + "Smoking_Pack_Years": 41.2317911 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.12638177, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.98277175, + "White_Blood_Cell_Count": 7.27735938, + "Platelet_Count": 296.4982269, + "Albumin_Level": 4.604922951, + "Alkaline_Phosphatase_Level": 107.4763329, + "Alanine_Aminotransferase_Level": 23.6604313, + "Aspartate_Aminotransferase_Level": 13.24382435, + "Creatinine_Level": 0.552543223, + "LDH_Level": 155.0841221, + "Calcium_Level": 9.853111426, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.68657035, + "White_Blood_Cell_Count": 6.648722926, + "Platelet_Count": 356.0946434, + "Albumin_Level": 3.066481956, + "Alkaline_Phosphatase_Level": 68.40904649, + "Alanine_Aminotransferase_Level": 34.37271834, + "Aspartate_Aminotransferase_Level": 48.50822831, + "Creatinine_Level": 1.03893667, + "LDH_Level": 246.9534704, + "Calcium_Level": 8.859687669, + "Phosphorus_Level": 4.850868407, + "Glucose_Level": 104.2777215, + "Potassium_Level": 4.984608008, + "Sodium_Level": 143.5022451, + "Smoking_Pack_Years": 83.76398039 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.35539509, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.67078526, + "White_Blood_Cell_Count": 4.244514555, + "Platelet_Count": 194.710262, + "Albumin_Level": 4.702327717, + "Alkaline_Phosphatase_Level": 112.024754, + "Alanine_Aminotransferase_Level": 32.57856616, + "Aspartate_Aminotransferase_Level": 41.08493911, + "Creatinine_Level": 0.760747858, + "LDH_Level": 220.391131, + "Calcium_Level": 8.074531182, + "Phosphorus_Level": 4.740923904, + "Glucose_Level": 147.6018859, + "Potassium_Level": 4.220549964, + "Sodium_Level": 144.2705891, + "Smoking_Pack_Years": 82.22215484 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.43217181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.41491363, + "White_Blood_Cell_Count": 6.367383931, + "Platelet_Count": 299.6083733, + "Albumin_Level": 4.386221992, + "Alkaline_Phosphatase_Level": 105.6117841, + "Alanine_Aminotransferase_Level": 38.62916881, + "Aspartate_Aminotransferase_Level": 12.4311541, + "Creatinine_Level": 1.455897025, + "LDH_Level": 230.9343721, + "Calcium_Level": 9.232381742, + "Phosphorus_Level": 4.799297373, + "Glucose_Level": 115.0439782, + "Potassium_Level": 4.421138751, + "Sodium_Level": 139.5288916, + "Smoking_Pack_Years": 27.11359615 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.63183869, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.83959504, + "White_Blood_Cell_Count": 9.872702292, + "Platelet_Count": 343.4225403, + "Albumin_Level": 4.529847134, + "Alkaline_Phosphatase_Level": 30.95147187, + "Alanine_Aminotransferase_Level": 24.4089349, + "Aspartate_Aminotransferase_Level": 23.49312903, + "Creatinine_Level": 0.597200159, + "LDH_Level": 179.1009172, + "Calcium_Level": 9.684846338, + "Phosphorus_Level": 2.790863903, + "Glucose_Level": 112.1800532, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.49760936, + "White_Blood_Cell_Count": 7.203292423, + "Platelet_Count": 256.9866882, + "Albumin_Level": 3.927850535, + "Alkaline_Phosphatase_Level": 51.49676965, + "Alanine_Aminotransferase_Level": 11.64032705, + "Aspartate_Aminotransferase_Level": 49.33340768, + "Creatinine_Level": 1.112857424, + "LDH_Level": 177.7188532, + "Calcium_Level": 9.316623236, + "Phosphorus_Level": 2.671663096, + "Glucose_Level": 141.3961722, + "Potassium_Level": 4.845614205, + "Sodium_Level": 136.4728372, + "Smoking_Pack_Years": 13.08763504 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.29064087, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.76534703, + "White_Blood_Cell_Count": 7.520338064, + "Platelet_Count": 163.4696347, + "Albumin_Level": 3.899434207, + "Alkaline_Phosphatase_Level": 101.8505956, + "Alanine_Aminotransferase_Level": 27.09469835, + "Aspartate_Aminotransferase_Level": 23.23476729, + "Creatinine_Level": 0.611754222, + "LDH_Level": 160.2615176, + "Calcium_Level": 9.695546914, + "Phosphorus_Level": 3.649165271, + "Glucose_Level": 72.27341738, + "Potassium_Level": 3.708316242, + "Sodium_Level": 139.9008596, + "Smoking_Pack_Years": 42.01920635 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.22881679, + "White_Blood_Cell_Count": 5.22369097, + "Platelet_Count": 263.1010375, + "Albumin_Level": 3.604436236, + "Alkaline_Phosphatase_Level": 40.07128345, + "Alanine_Aminotransferase_Level": 29.43767769, + "Aspartate_Aminotransferase_Level": 25.61476293, + "Creatinine_Level": 0.744196704, + "LDH_Level": 196.6118823, + "Calcium_Level": 8.230907271, + "Phosphorus_Level": 2.682850187, + "Glucose_Level": 135.2932838, + "Potassium_Level": 4.08268952, + "Sodium_Level": 136.4915894, + "Smoking_Pack_Years": 25.07771534 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.40024678, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.95478973, + "White_Blood_Cell_Count": 4.058404778, + "Platelet_Count": 383.7803496, + "Albumin_Level": 4.793013356, + "Alkaline_Phosphatase_Level": 37.7251092, + "Alanine_Aminotransferase_Level": 18.17542204, + "Aspartate_Aminotransferase_Level": 38.53881649, + "Creatinine_Level": 1.268682227, + "LDH_Level": 204.5677926, + "Calcium_Level": 9.053696103, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 85.9157078, + "Alanine_Aminotransferase_Level": 20.98613659, + "Aspartate_Aminotransferase_Level": 16.13028007, + "Creatinine_Level": 0.618942368, + "LDH_Level": 115.7098373, + "Calcium_Level": 10.2937276, + "Phosphorus_Level": 3.583390231, + "Glucose_Level": 122.4644058, + "Potassium_Level": 4.303623015, + "Sodium_Level": 140.818219, + "Smoking_Pack_Years": 91.55230337 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.56632372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Tumor_Size_mm": 62.70543985, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.09867822, + "White_Blood_Cell_Count": 4.435836987, + "Platelet_Count": 440.4648047, + "Albumin_Level": 4.484489235, + "Alkaline_Phosphatase_Level": 41.46904715, + "Alanine_Aminotransferase_Level": 25.40005528, + "Aspartate_Aminotransferase_Level": 31.67916341, + "Creatinine_Level": 1.045562112, + "LDH_Level": 209.6815161, + "Calcium_Level": 10.14197884, + "Phosphorus_Level": 3.185516404, + "Glucose_Level": 143.5798917, + "Potassium_Level": 4.01869845, + "Sodium_Level": 135.5084653, + "Smoking_Pack_Years": 7.550493136 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.988082, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.43900528, + "White_Blood_Cell_Count": 5.400027378, + "Platelet_Count": 407.642351, + "Albumin_Level": 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"Calcium_Level": 9.070551283, + "Phosphorus_Level": 3.309126223, + "Glucose_Level": 107.1524049, + "Potassium_Level": 4.634166888, + "Sodium_Level": 144.3506676, + "Smoking_Pack_Years": 98.11411646 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.29772623, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.6835686, + "White_Blood_Cell_Count": 5.141273675, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.56677413, + "White_Blood_Cell_Count": 4.007473812, + "Platelet_Count": 213.1632307, + "Albumin_Level": 3.408429401, + "Alkaline_Phosphatase_Level": 70.72689678, + "Alanine_Aminotransferase_Level": 37.09814909, + "Aspartate_Aminotransferase_Level": 48.31098695, + "Creatinine_Level": 0.857018053, + "LDH_Level": 228.9348015, + "Calcium_Level": 8.932425893, + "Phosphorus_Level": 4.143580636, + "Glucose_Level": 96.50510446, + "Potassium_Level": 4.691921225, + "Sodium_Level": 141.9466738, + "Smoking_Pack_Years": 97.31654372 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.95103096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.95576046, + "White_Blood_Cell_Count": 9.07215396, + "Platelet_Count": 412.5190059, + "Albumin_Level": 4.374796917, + "Alkaline_Phosphatase_Level": 54.73842022, + "Alanine_Aminotransferase_Level": 24.2090118, + "Aspartate_Aminotransferase_Level": 15.895831, + "Creatinine_Level": 1.251829339, + "LDH_Level": 130.8413369, + "Calcium_Level": 10.24630806, + "Phosphorus_Level": 4.995053229, + "Glucose_Level": 117.7351383, + "Potassium_Level": 3.717760935, + "Sodium_Level": 140.1173978, + "Smoking_Pack_Years": 21.83189853 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.79099924, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.70022461, + "White_Blood_Cell_Count": 9.089842356, + "Platelet_Count": 314.1811405, + "Albumin_Level": 4.962820925, + "Alkaline_Phosphatase_Level": 79.63273278, + "Alanine_Aminotransferase_Level": 6.935150935, + "Aspartate_Aminotransferase_Level": 46.76208234, + "Creatinine_Level": 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"White_Blood_Cell_Count": 3.651915026, + "Platelet_Count": 156.7267444, + "Albumin_Level": 3.818304546, + "Alkaline_Phosphatase_Level": 68.29706087, + "Alanine_Aminotransferase_Level": 11.71170404, + "Aspartate_Aminotransferase_Level": 35.29225385, + "Creatinine_Level": 0.781865102, + "LDH_Level": 101.2305709, + "Calcium_Level": 8.120219413, + "Phosphorus_Level": 2.896335738, + "Glucose_Level": 139.7300753, + "Potassium_Level": 4.763155446, + "Sodium_Level": 136.2653466, + "Smoking_Pack_Years": 37.34598267 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.9361047, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.33239244, + "White_Blood_Cell_Count": 3.698573828, + "Platelet_Count": 205.0863747, + "Albumin_Level": 3.24004101, + "Alkaline_Phosphatase_Level": 76.74655244, + "Alanine_Aminotransferase_Level": 18.41025153, + "Aspartate_Aminotransferase_Level": 46.96752768, + "Creatinine_Level": 1.33288698, + "LDH_Level": 158.5035848, + "Calcium_Level": 8.886381707, + "Phosphorus_Level": 2.877734705, + "Glucose_Level": 98.80151096, + "Potassium_Level": 4.369483477, + "Sodium_Level": 137.2457716, + "Smoking_Pack_Years": 69.17455211 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.74844756, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.37894462, + "White_Blood_Cell_Count": 9.78097609, + "Platelet_Count": 408.1324723, + "Albumin_Level": 4.562808238, + "Alkaline_Phosphatase_Level": 117.8403456, + "Alanine_Aminotransferase_Level": 8.605368703, + "Aspartate_Aminotransferase_Level": 44.19253919, + "Creatinine_Level": 1.23566906, + "LDH_Level": 214.312341, + "Calcium_Level": 8.334718525, + "Phosphorus_Level": 3.908701416, + "Glucose_Level": 74.88093021, + "Potassium_Level": 3.583217793, + "Sodium_Level": 141.9731751, + "Smoking_Pack_Years": 32.61405236 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.67208211, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.74951278, + "White_Blood_Cell_Count": 5.165863578, + "Platelet_Count": 275.9150112, + "Albumin_Level": 4.898239701, + "Alkaline_Phosphatase_Level": 82.84078394, + "Alanine_Aminotransferase_Level": 21.06931405, + "Aspartate_Aminotransferase_Level": 11.30354413, + "Creatinine_Level": 0.755468231, + "LDH_Level": 198.5395334, + "Calcium_Level": 10.36780147, + "Phosphorus_Level": 4.577501185, + "Glucose_Level": 82.53496139, + "Potassium_Level": 3.587682742, + "Sodium_Level": 142.2731019, + "Smoking_Pack_Years": 87.21609645 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.17941181, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.31845275, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.17921289, + "White_Blood_Cell_Count": 9.936650676, + "Platelet_Count": 213.0709846, + "Albumin_Level": 3.155842644, + "Alkaline_Phosphatase_Level": 54.5874926, + "Alanine_Aminotransferase_Level": 32.63545933, + "Aspartate_Aminotransferase_Level": 37.41414993, + "Creatinine_Level": 1.394210924, + "LDH_Level": 195.3736482, + "Calcium_Level": 10.43211143, + "Phosphorus_Level": 2.66793285, + "Glucose_Level": 145.4000581, + "Potassium_Level": 4.481955603, + "Sodium_Level": 141.424319, + "Smoking_Pack_Years": 75.95425248 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.68280904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.95925874, + "White_Blood_Cell_Count": 8.624828833, + "Platelet_Count": 259.1263548, + "Albumin_Level": 3.646149409, + "Alkaline_Phosphatase_Level": 84.67862375, + "Alanine_Aminotransferase_Level": 23.66394288, + "Aspartate_Aminotransferase_Level": 14.8816474, + "Creatinine_Level": 1.084720216, + "LDH_Level": 123.0427712, + "Calcium_Level": 10.31622671, + "Phosphorus_Level": 3.500363325, + "Glucose_Level": 79.3517239, + "Potassium_Level": 4.498864101, + "Sodium_Level": 139.4916669, + "Smoking_Pack_Years": 62.45684353 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.37512887, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.02584735, + "White_Blood_Cell_Count": 5.792690745, + "Platelet_Count": 368.1773022, + "Albumin_Level": 3.469365703, + "Alkaline_Phosphatase_Level": 62.06054629, + "Alanine_Aminotransferase_Level": 20.83005347, + "Aspartate_Aminotransferase_Level": 26.86417533, + "Creatinine_Level": 0.921923813, + "LDH_Level": 115.6302374, + "Calcium_Level": 8.407790839, + "Phosphorus_Level": 3.092682273, + "Glucose_Level": 99.8613605, + "Potassium_Level": 4.760031549, + "Sodium_Level": 143.1897642, + "Smoking_Pack_Years": 55.22777695 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.27421614, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.06615114, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.13458732, + "White_Blood_Cell_Count": 7.103386936, + "Platelet_Count": 424.9445298, + "Albumin_Level": 4.056511178, + "Alkaline_Phosphatase_Level": 116.2484435, + "Alanine_Aminotransferase_Level": 24.5459322, + "Aspartate_Aminotransferase_Level": 17.76078723, + "Creatinine_Level": 0.740504568, + "LDH_Level": 152.5583464, + "Calcium_Level": 8.729260285, + "Phosphorus_Level": 4.629794938, + "Glucose_Level": 80.14128889, + "Potassium_Level": 3.554866464, + "Sodium_Level": 142.9341237, + "Smoking_Pack_Years": 37.40996898 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.67952018, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.92615438, + "White_Blood_Cell_Count": 8.02650028, + "Platelet_Count": 418.3446777, + "Albumin_Level": 3.006751624, + "Alkaline_Phosphatase_Level": 66.27411349, + "Alanine_Aminotransferase_Level": 22.50794303, + "Aspartate_Aminotransferase_Level": 43.07254412, + "Creatinine_Level": 1.369577312, + "LDH_Level": 132.3522697, + "Calcium_Level": 9.805059486, + "Phosphorus_Level": 4.549033241, + "Glucose_Level": 147.6093063, + "Potassium_Level": 4.255850332, + "Sodium_Level": 143.1139229, + "Smoking_Pack_Years": 35.76290746 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.25712732, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.31325211, + "White_Blood_Cell_Count": 8.115215676, + "Platelet_Count": 399.8716272, + "Albumin_Level": 4.592272306, + "Alkaline_Phosphatase_Level": 67.7925729, + "Alanine_Aminotransferase_Level": 31.05389069, + "Aspartate_Aminotransferase_Level": 16.10985194, + "Creatinine_Level": 0.525246428, + "LDH_Level": 139.9946649, + "Calcium_Level": 9.320031836, + "Phosphorus_Level": 3.789373155, + "Glucose_Level": 130.9132693, + "Potassium_Level": 4.541616624, + "Sodium_Level": 141.7100998, + "Smoking_Pack_Years": 71.82203611 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.8228647, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.78667552, + "White_Blood_Cell_Count": 8.233964275, + "Platelet_Count": 268.4471024, + "Albumin_Level": 3.40965522, + "Alkaline_Phosphatase_Level": 110.1398033, + "Alanine_Aminotransferase_Level": 29.23864698, + "Aspartate_Aminotransferase_Level": 49.25870079, + "Creatinine_Level": 0.711203856, + "LDH_Level": 113.285617, + "Calcium_Level": 9.310917668, + "Phosphorus_Level": 3.649723174, + "Glucose_Level": 99.35538402, + "Potassium_Level": 4.136971575, + "Sodium_Level": 137.1665124, + "Smoking_Pack_Years": 15.83502282 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.54871139, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.37479532, + "White_Blood_Cell_Count": 9.767637271, + "Platelet_Count": 324.6803398, + "Albumin_Level": 3.895446299, + "Alkaline_Phosphatase_Level": 37.72836513, + "Alanine_Aminotransferase_Level": 17.40856745, + "Aspartate_Aminotransferase_Level": 26.80372994, + "Creatinine_Level": 0.528637229, + "LDH_Level": 211.6911409, + "Calcium_Level": 8.381096703, + "Phosphorus_Level": 3.348069481, + "Glucose_Level": 145.842058, + "Potassium_Level": 4.383637732, + "Sodium_Level": 139.2795527, + "Smoking_Pack_Years": 69.12711252 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.15879973, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.37385792, + "White_Blood_Cell_Count": 8.720532782, + "Platelet_Count": 340.9841662, + "Albumin_Level": 3.029742508, + "Alkaline_Phosphatase_Level": 77.93217887, + "Alanine_Aminotransferase_Level": 37.10592467, + "Aspartate_Aminotransferase_Level": 49.79574184, + "Creatinine_Level": 1.164754915, + "LDH_Level": 231.2234648, + "Calcium_Level": 10.37603624, + "Phosphorus_Level": 2.834935419, + "Glucose_Level": 70.37128557, + "Potassium_Level": 4.654181286, + "Sodium_Level": 144.6576865, + "Smoking_Pack_Years": 93.97880063 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.62300838, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.04957744, + "White_Blood_Cell_Count": 4.113212287, + "Platelet_Count": 424.9807794, + "Albumin_Level": 4.388064856, + "Alkaline_Phosphatase_Level": 119.2181184, + "Alanine_Aminotransferase_Level": 5.26417934, + "Aspartate_Aminotransferase_Level": 29.66444468, + "Creatinine_Level": 1.476958431, + "LDH_Level": 198.7637916, + "Calcium_Level": 9.220475797, + "Phosphorus_Level": 4.428241275, + "Glucose_Level": 149.1270021, + "Potassium_Level": 4.46890075, + "Sodium_Level": 139.5515608, + "Smoking_Pack_Years": 95.63676549 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.19526474, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.06049498, + "White_Blood_Cell_Count": 7.022986991, + "Platelet_Count": 162.4872814, + "Albumin_Level": 4.565022346, + "Alkaline_Phosphatase_Level": 113.7094847, + "Alanine_Aminotransferase_Level": 32.76096815, + "Aspartate_Aminotransferase_Level": 12.48056662, + "Creatinine_Level": 1.04347803, + "LDH_Level": 215.525036, + "Calcium_Level": 9.263295181, + "Phosphorus_Level": 2.579386088, + "Glucose_Level": 148.3387668, + "Potassium_Level": 4.547711662, + "Sodium_Level": 143.1918613, + "Smoking_Pack_Years": 24.23802728 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.82265186, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.31403105, + "White_Blood_Cell_Count": 7.999147631, + "Platelet_Count": 434.3485997, + "Albumin_Level": 3.441727066, + "Alkaline_Phosphatase_Level": 69.10778594, + "Alanine_Aminotransferase_Level": 14.45601658, + "Aspartate_Aminotransferase_Level": 24.69013423, + "Creatinine_Level": 1.385509804, + "LDH_Level": 233.4156638, + "Calcium_Level": 8.015926709, + "Phosphorus_Level": 3.469851832, + "Glucose_Level": 75.43865379, + "Potassium_Level": 4.271457061, + "Sodium_Level": 139.6459867, + "Smoking_Pack_Years": 26.44309683 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.79904953, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.43782934, + "White_Blood_Cell_Count": 7.294197161, + "Platelet_Count": 398.9316986, + "Albumin_Level": 3.948411107, + "Alkaline_Phosphatase_Level": 50.72359239, + "Alanine_Aminotransferase_Level": 8.735020777, + "Aspartate_Aminotransferase_Level": 23.50902223, + "Creatinine_Level": 0.954302693, + "LDH_Level": 166.9034895, + "Calcium_Level": 8.904948311, + "Phosphorus_Level": 4.776317231, + "Glucose_Level": 88.4889848, + "Potassium_Level": 4.610644786, + "Sodium_Level": 139.3126332, + "Smoking_Pack_Years": 4.150833807 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.09075032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.13879322, + "White_Blood_Cell_Count": 4.630356843, + "Platelet_Count": 396.6793084, + "Albumin_Level": 3.468626064, + "Alkaline_Phosphatase_Level": 72.22126149, + "Alanine_Aminotransferase_Level": 28.80496228, + "Aspartate_Aminotransferase_Level": 14.04594132, + "Creatinine_Level": 1.113951436, + "LDH_Level": 115.2707116, + "Calcium_Level": 9.776302593, + "Phosphorus_Level": 2.802926016, + "Glucose_Level": 113.016387, + "Potassium_Level": 4.515808571, + "Sodium_Level": 137.9279298, + "Smoking_Pack_Years": 80.75705251 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.56172078, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.54288087, + "White_Blood_Cell_Count": 4.373675797, + "Platelet_Count": 284.2806361, + "Albumin_Level": 4.642922208, + "Alkaline_Phosphatase_Level": 83.83448399, + "Alanine_Aminotransferase_Level": 13.4337476, + "Aspartate_Aminotransferase_Level": 39.0054885, + "Creatinine_Level": 0.703034016, + "LDH_Level": 115.178978, + "Calcium_Level": 8.001828776, + "Phosphorus_Level": 4.966605845, + "Glucose_Level": 124.223065, + "Potassium_Level": 4.46093891, + "Sodium_Level": 140.3916404, + "Smoking_Pack_Years": 75.53312379 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.44519454, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.8402835, + "White_Blood_Cell_Count": 4.220917651, + "Platelet_Count": 414.8467249, + "Albumin_Level": 3.438109927, + "Alkaline_Phosphatase_Level": 33.54470494, + "Alanine_Aminotransferase_Level": 27.03719492, + "Aspartate_Aminotransferase_Level": 41.53457404, + "Creatinine_Level": 1.48098003, + "LDH_Level": 149.5202923, + "Calcium_Level": 9.870056919, + "Phosphorus_Level": 3.25788986, + "Glucose_Level": 116.5457044, + "Potassium_Level": 4.926169138, + "Sodium_Level": 139.0083361, + "Smoking_Pack_Years": 48.02814777 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.45915357, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 39.3526279, + "Aspartate_Aminotransferase_Level": 33.30492713, + "Creatinine_Level": 1.426219115, + "LDH_Level": 171.9831239, + "Calcium_Level": 9.626488657, + "Phosphorus_Level": 3.924981063, + "Glucose_Level": 97.32806875, + "Potassium_Level": 3.767756243, + "Sodium_Level": 136.1241182, + "Smoking_Pack_Years": 0.382468253 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.58833713, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.32922496, + "White_Blood_Cell_Count": 7.864304051, + "Platelet_Count": 444.6336882, + "Albumin_Level": 3.643784869, + "Alkaline_Phosphatase_Level": 95.64580225, + "Alanine_Aminotransferase_Level": 11.29146689, + "Aspartate_Aminotransferase_Level": 32.03348388, + "Creatinine_Level": 1.082369099, + "LDH_Level": 182.0751081, + "Calcium_Level": 8.443965153, + "Phosphorus_Level": 3.578410955, + "Glucose_Level": 115.2076453, + "Potassium_Level": 4.706420818, + "Sodium_Level": 135.0889008, + "Smoking_Pack_Years": 2.086288526 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.10006719, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.73652981, + "White_Blood_Cell_Count": 5.365710986, + "Platelet_Count": 240.0857968, + "Albumin_Level": 3.64490333, + "Alkaline_Phosphatase_Level": 80.23898481, + "Alanine_Aminotransferase_Level": 37.71317796, + "Aspartate_Aminotransferase_Level": 11.80862121, + "Creatinine_Level": 1.257876836, + "LDH_Level": 159.9839637, + "Calcium_Level": 9.243767765, + "Phosphorus_Level": 4.731791202, + "Glucose_Level": 136.0543773, + "Potassium_Level": 4.165846319, + "Sodium_Level": 142.4374603, + "Smoking_Pack_Years": 98.98153677 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.40536761, + "Tumor_Location": 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"Glucose_Level": 74.48864247, + "Potassium_Level": 3.566313093, + "Sodium_Level": 140.5712496, + "Smoking_Pack_Years": 36.27219946 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.10768158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.70935761, + "White_Blood_Cell_Count": 4.239959242, + "Platelet_Count": 231.7645148, + "Albumin_Level": 3.682064496, + "Alkaline_Phosphatase_Level": 50.44112032, + "Alanine_Aminotransferase_Level": 18.18897493, + "Aspartate_Aminotransferase_Level": 48.66754966, + "Creatinine_Level": 0.586670235, + "LDH_Level": 217.8805653, + "Calcium_Level": 9.483134626, + "Phosphorus_Level": 3.204315483, + "Glucose_Level": 105.7982796, + "Potassium_Level": 3.623775542, + "Sodium_Level": 141.5571593, + "Smoking_Pack_Years": 7.704673492 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.22641193, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.54179164, + "White_Blood_Cell_Count": 9.331425782, + "Platelet_Count": 269.5073021, + "Albumin_Level": 3.680396954, + "Alkaline_Phosphatase_Level": 50.38754396, + "Alanine_Aminotransferase_Level": 33.40951779, + "Aspartate_Aminotransferase_Level": 19.39575209, + "Creatinine_Level": 1.494671431, + "LDH_Level": 231.0757382, + "Calcium_Level": 10.03794768, + "Phosphorus_Level": 4.428611743, + "Glucose_Level": 76.07739556, + "Potassium_Level": 4.693842584, + "Sodium_Level": 143.516937, + "Smoking_Pack_Years": 96.75494995 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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9.591872554, + "Phosphorus_Level": 4.239704096, + "Glucose_Level": 148.3886018, + "Potassium_Level": 4.855335812, + "Sodium_Level": 135.3442583, + "Smoking_Pack_Years": 34.32613312 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.67495983, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.46172716, + "White_Blood_Cell_Count": 5.218621567, + "Platelet_Count": 166.9687111, + 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"Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.30041424, + "White_Blood_Cell_Count": 8.140467452, + "Platelet_Count": 405.2365065, + "Albumin_Level": 3.33239915, + "Alkaline_Phosphatase_Level": 119.986763, + "Alanine_Aminotransferase_Level": 14.97995685, + "Aspartate_Aminotransferase_Level": 43.96087575, + "Creatinine_Level": 1.240470128, + "LDH_Level": 154.6471822, + "Calcium_Level": 9.816965467, + "Phosphorus_Level": 3.269588525, + "Glucose_Level": 83.14096919, + "Potassium_Level": 4.981885829, + "Sodium_Level": 135.5930427, + "Smoking_Pack_Years": 7.701254561 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.61819111, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.19659883, + "White_Blood_Cell_Count": 7.596280893, + "Platelet_Count": 193.2925635, + "Albumin_Level": 4.418361438, + "Alkaline_Phosphatase_Level": 79.11699097, + "Alanine_Aminotransferase_Level": 10.44864098, + "Aspartate_Aminotransferase_Level": 48.13822389, + "Creatinine_Level": 0.721344686, + "LDH_Level": 163.7316542, + "Calcium_Level": 9.833877353, + "Phosphorus_Level": 4.970430681, + "Glucose_Level": 114.3765932, + "Potassium_Level": 4.898955421, + "Sodium_Level": 144.2503829, + "Smoking_Pack_Years": 55.51250243 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.88463852, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.35201478, + "White_Blood_Cell_Count": 9.118700764, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.38740716, + "White_Blood_Cell_Count": 9.179549322, + "Platelet_Count": 214.5634032, + "Albumin_Level": 3.09595489, + "Alkaline_Phosphatase_Level": 116.6083971, + "Alanine_Aminotransferase_Level": 32.96429221, + "Aspartate_Aminotransferase_Level": 14.72040112, + "Creatinine_Level": 0.581884976, + "LDH_Level": 115.5834675, + "Calcium_Level": 9.182573923, + "Phosphorus_Level": 4.910254694, + "Glucose_Level": 120.3528242, + "Potassium_Level": 4.846954946, + "Sodium_Level": 138.4920684, + "Smoking_Pack_Years": 62.3511604 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.76888265, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.68665378, + "White_Blood_Cell_Count": 8.073685313, + "Platelet_Count": 396.5159904, + "Albumin_Level": 4.377894418, + "Alkaline_Phosphatase_Level": 107.9620099, + "Alanine_Aminotransferase_Level": 38.18720568, + "Aspartate_Aminotransferase_Level": 30.48616658, + "Creatinine_Level": 0.763838294, + "LDH_Level": 223.3157146, + "Calcium_Level": 8.564274008, + "Phosphorus_Level": 3.505562443, + "Glucose_Level": 117.2420919, + "Potassium_Level": 4.606893423, + "Sodium_Level": 143.1989882, + "Smoking_Pack_Years": 71.90206765 + }, + { 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"White_Blood_Cell_Count": 7.363118839, + "Platelet_Count": 345.6750433, + "Albumin_Level": 3.272656117, + "Alkaline_Phosphatase_Level": 108.7508762, + "Alanine_Aminotransferase_Level": 11.36112266, + "Aspartate_Aminotransferase_Level": 39.78811281, + "Creatinine_Level": 0.905397761, + "LDH_Level": 242.9383048, + "Calcium_Level": 8.272225774, + "Phosphorus_Level": 3.540160714, + "Glucose_Level": 138.2787736, + "Potassium_Level": 4.885345023, + "Sodium_Level": 136.9180286, + "Smoking_Pack_Years": 10.54421275 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.17451805, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.66318914, + "White_Blood_Cell_Count": 4.807619458, + "Platelet_Count": 222.746674, + "Albumin_Level": 3.983542375, + "Alkaline_Phosphatase_Level": 33.3708496, + "Alanine_Aminotransferase_Level": 6.013633835, + "Aspartate_Aminotransferase_Level": 14.07380937, + "Creatinine_Level": 1.349034867, + "LDH_Level": 208.641403, + "Calcium_Level": 9.073138103, + "Phosphorus_Level": 2.61646644, + "Glucose_Level": 83.97919125, + "Potassium_Level": 4.050107227, + "Sodium_Level": 136.5385833, + "Smoking_Pack_Years": 34.35054697 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.70470598, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 46.96718811, + "Creatinine_Level": 1.083768055, + "LDH_Level": 210.5269576, + "Calcium_Level": 10.19462428, + "Phosphorus_Level": 3.336062467, + "Glucose_Level": 101.3767886, + "Potassium_Level": 3.708184596, + "Sodium_Level": 139.6618844, + "Smoking_Pack_Years": 10.47344895 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.84099453, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.29562815, + "White_Blood_Cell_Count": 7.080474109, + "Platelet_Count": 290.0080467, + "Albumin_Level": 4.113522808, + "Alkaline_Phosphatase_Level": 96.28761691, + "Alanine_Aminotransferase_Level": 30.44173027, + "Aspartate_Aminotransferase_Level": 34.52743595, + "Creatinine_Level": 0.960317672, + "LDH_Level": 219.6417433, + "Calcium_Level": 9.850769112, + "Phosphorus_Level": 2.853008579, + "Glucose_Level": 120.8704355, + "Potassium_Level": 3.908484146, + "Sodium_Level": 144.7010848, + "Smoking_Pack_Years": 65.13500455 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.71909788, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.75732463, + "White_Blood_Cell_Count": 6.102619099, + "Platelet_Count": 371.4736922, + "Albumin_Level": 3.815974232, + "Alkaline_Phosphatase_Level": 110.8738949, + "Alanine_Aminotransferase_Level": 14.31314802, + "Aspartate_Aminotransferase_Level": 24.54114743, + "Creatinine_Level": 0.877666632, + "LDH_Level": 194.6010137, + "Calcium_Level": 10.40339727, + "Phosphorus_Level": 3.68873962, + "Glucose_Level": 111.7578387, + "Potassium_Level": 3.539053744, + "Sodium_Level": 136.917245, + "Smoking_Pack_Years": 30.81017178 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.89453347, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.86619668, + "White_Blood_Cell_Count": 4.146040923, + "Platelet_Count": 434.696233, + "Albumin_Level": 3.420078949, + "Alkaline_Phosphatase_Level": 63.23984835, + "Alanine_Aminotransferase_Level": 29.42433488, + "Aspartate_Aminotransferase_Level": 35.32595744, + "Creatinine_Level": 1.377488572, + "LDH_Level": 128.3106493, + "Calcium_Level": 8.597038852, + "Phosphorus_Level": 4.54204239, + "Glucose_Level": 94.20946325, + "Potassium_Level": 4.373617285, + "Sodium_Level": 143.1668414, + "Smoking_Pack_Years": 83.79362956 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.77742336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 102, + 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.44686251, + "White_Blood_Cell_Count": 4.95948004, + "Platelet_Count": 294.94326, + "Albumin_Level": 4.125358211, + "Alkaline_Phosphatase_Level": 86.26076465, + "Alanine_Aminotransferase_Level": 8.311995014, + "Aspartate_Aminotransferase_Level": 45.71759386, + "Creatinine_Level": 0.820249604, + "LDH_Level": 107.4500567, + "Calcium_Level": 10.43093034, + "Phosphorus_Level": 4.704137681, + "Glucose_Level": 130.5250697, + "Potassium_Level": 3.725298396, + "Sodium_Level": 142.9881571, + "Smoking_Pack_Years": 4.465241902 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.6639192, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.41264628, + "White_Blood_Cell_Count": 8.335189744, + "Platelet_Count": 226.2888984, + "Albumin_Level": 4.514783209, + "Alkaline_Phosphatase_Level": 68.41206841, + "Alanine_Aminotransferase_Level": 33.23938939, + "Aspartate_Aminotransferase_Level": 39.16783018, + "Creatinine_Level": 1.033556422, + "LDH_Level": 107.5797518, + "Calcium_Level": 8.259769198, + "Phosphorus_Level": 3.122239534, + "Glucose_Level": 134.3650543, + "Potassium_Level": 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"Potassium_Level": 4.075383128, + "Sodium_Level": 142.898612, + "Smoking_Pack_Years": 15.89507571 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.12298966, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.33094729, + "White_Blood_Cell_Count": 7.664642757, + "Platelet_Count": 410.4616999, + "Albumin_Level": 4.645779515, + "Alkaline_Phosphatase_Level": 66.91628844, + "Alanine_Aminotransferase_Level": 5.49509721, + "Aspartate_Aminotransferase_Level": 36.57157304, + "Creatinine_Level": 0.682449266, + "LDH_Level": 223.8046865, + "Calcium_Level": 8.97396716, + "Phosphorus_Level": 2.800994582, + "Glucose_Level": 116.3926846, + "Potassium_Level": 4.070961859, + "Sodium_Level": 143.0628793, + "Smoking_Pack_Years": 59.11761944 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.21376558, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.63914502, + "White_Blood_Cell_Count": 3.932843052, + "Platelet_Count": 353.0960073, + "Albumin_Level": 4.698377589, + "Alkaline_Phosphatase_Level": 55.22484137, + "Alanine_Aminotransferase_Level": 27.05740422, + "Aspartate_Aminotransferase_Level": 24.69679766, + "Creatinine_Level": 0.747761801, + "LDH_Level": 113.2577813, + "Calcium_Level": 9.692020954, + "Phosphorus_Level": 4.290121263, + "Glucose_Level": 132.6423447, + "Potassium_Level": 4.530952393, + "Sodium_Level": 141.6917929, + "Smoking_Pack_Years": 95.03302012 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.08265229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.44232764, + "White_Blood_Cell_Count": 4.137580135, + "Platelet_Count": 154.5900327, + "Albumin_Level": 4.654022598, + "Alkaline_Phosphatase_Level": 71.87034365, + "Alanine_Aminotransferase_Level": 18.84354414, + "Aspartate_Aminotransferase_Level": 27.80617946, + "Creatinine_Level": 1.422438993, + "LDH_Level": 182.3353013, + "Calcium_Level": 9.457863294, + "Phosphorus_Level": 3.730485678, + "Glucose_Level": 79.38434939, + "Potassium_Level": 4.297958319, + "Sodium_Level": 135.3092446, + "Smoking_Pack_Years": 42.85038446 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.67987935, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.94300406, + "White_Blood_Cell_Count": 7.655119875, + "Platelet_Count": 442.6665919, + "Albumin_Level": 4.80419345, + "Alkaline_Phosphatase_Level": 115.8279372, + "Alanine_Aminotransferase_Level": 17.39948919, + "Aspartate_Aminotransferase_Level": 30.95921363, + "Creatinine_Level": 0.762251607, + "LDH_Level": 237.5450544, + "Calcium_Level": 8.080053134, + "Phosphorus_Level": 2.616997643, + "Glucose_Level": 101.7553155, + "Potassium_Level": 4.824069086, + "Sodium_Level": 135.8495436, + "Smoking_Pack_Years": 71.50595415 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.55598161, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.04258846, + "White_Blood_Cell_Count": 9.12855483, + "Platelet_Count": 372.1539855, + "Albumin_Level": 4.830996464, + "Alkaline_Phosphatase_Level": 111.0856083, + "Alanine_Aminotransferase_Level": 25.44920315, + "Aspartate_Aminotransferase_Level": 39.14775494, + "Creatinine_Level": 0.870510601, + "LDH_Level": 138.8001776, + "Calcium_Level": 9.538354185, + "Phosphorus_Level": 3.663144528, + "Glucose_Level": 84.42588752, + "Potassium_Level": 3.820248389, + "Sodium_Level": 136.7100953, + "Smoking_Pack_Years": 53.18157115 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.13850792, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.71959415, + "White_Blood_Cell_Count": 4.000600775, + "Platelet_Count": 344.6056741, + "Albumin_Level": 4.839095055, + "Alkaline_Phosphatase_Level": 59.22953428, + "Alanine_Aminotransferase_Level": 16.77486857, + "Aspartate_Aminotransferase_Level": 37.238897, + "Creatinine_Level": 1.276884474, + "LDH_Level": 151.5727809, + "Calcium_Level": 8.589063008, + "Phosphorus_Level": 4.866584363, + "Glucose_Level": 131.4960164, + "Potassium_Level": 4.010176839, + "Sodium_Level": 141.8362894, + "Smoking_Pack_Years": 27.26923068 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.16218904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.99737515, + "White_Blood_Cell_Count": 9.198596565, + "Platelet_Count": 372.9110661, + "Albumin_Level": 4.174503612, + "Alkaline_Phosphatase_Level": 31.85242725, + "Alanine_Aminotransferase_Level": 26.79113064, + "Aspartate_Aminotransferase_Level": 40.78236345, + "Creatinine_Level": 1.439676066, + "LDH_Level": 145.3228824, + "Calcium_Level": 9.102347535, + "Phosphorus_Level": 4.685940248, + "Glucose_Level": 76.9618991, + "Potassium_Level": 4.075912655, + "Sodium_Level": 144.7644364, + "Smoking_Pack_Years": 46.8867593 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.38885419, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.56064222, + "White_Blood_Cell_Count": 7.970635537, + "Platelet_Count": 226.7615934, + "Albumin_Level": 3.11310617, + "Alkaline_Phosphatase_Level": 91.95353424, + "Alanine_Aminotransferase_Level": 25.27738689, + "Aspartate_Aminotransferase_Level": 47.83150776, + "Creatinine_Level": 0.747686924, + "LDH_Level": 207.9980054, + "Calcium_Level": 8.37372857, + "Phosphorus_Level": 4.785639899, + "Glucose_Level": 145.3100635, + "Potassium_Level": 3.808507774, + "Sodium_Level": 137.3671672, + "Smoking_Pack_Years": 64.20796961 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.91404946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.70514863, + "White_Blood_Cell_Count": 6.682518335, + "Platelet_Count": 337.6264506, + "Albumin_Level": 3.27654036, + "Alkaline_Phosphatase_Level": 99.44213953, + "Alanine_Aminotransferase_Level": 35.85282496, + "Aspartate_Aminotransferase_Level": 45.75248443, + "Creatinine_Level": 0.955371044, + "LDH_Level": 231.3632494, + "Calcium_Level": 9.20425538, + "Phosphorus_Level": 4.790723697, + "Glucose_Level": 95.69617648, + "Potassium_Level": 4.863178902, + "Sodium_Level": 138.3091718, + "Smoking_Pack_Years": 61.55336376 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.92845222, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.09731578, + "White_Blood_Cell_Count": 7.566480313, + "Platelet_Count": 415.8378794, + "Albumin_Level": 3.41184303, + "Alkaline_Phosphatase_Level": 69.2568665, + "Alanine_Aminotransferase_Level": 18.996025, + "Aspartate_Aminotransferase_Level": 42.66660332, + "Creatinine_Level": 0.846810573, + "LDH_Level": 243.529365, + "Calcium_Level": 9.23979375, + "Phosphorus_Level": 4.983615944, + "Glucose_Level": 77.89821495, + "Potassium_Level": 4.152699383, + "Sodium_Level": 143.5348839, + "Smoking_Pack_Years": 71.57773172 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.16768452, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.64088965, + "White_Blood_Cell_Count": 9.35799609, + "Platelet_Count": 236.9014791, + "Albumin_Level": 3.343569313, + "Alkaline_Phosphatase_Level": 55.74163314, + "Alanine_Aminotransferase_Level": 36.7510458, + "Aspartate_Aminotransferase_Level": 20.10988681, + "Creatinine_Level": 0.617333782, + "LDH_Level": 187.9406912, + "Calcium_Level": 9.605337782, + "Phosphorus_Level": 4.198411885, + "Glucose_Level": 134.7970855, + "Potassium_Level": 4.783630773, + "Sodium_Level": 138.253587, + "Smoking_Pack_Years": 21.13180108 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.12927007, + "Tumor_Location": "Lower 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"Glucose_Level": 121.2271911, + "Potassium_Level": 4.321638601, + "Sodium_Level": 144.2285852, + "Smoking_Pack_Years": 92.96014829 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.39541283, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.28701865, + "White_Blood_Cell_Count": 7.312472341, + "Platelet_Count": 414.2704425, + "Albumin_Level": 4.723891291, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.21091854, + "White_Blood_Cell_Count": 7.462381449, + "Platelet_Count": 246.6375026, + "Albumin_Level": 4.479382643, + "Alkaline_Phosphatase_Level": 48.22093916, + "Alanine_Aminotransferase_Level": 37.21292513, + "Aspartate_Aminotransferase_Level": 10.72249606, + "Creatinine_Level": 1.094756114, + "LDH_Level": 171.1571654, + "Calcium_Level": 8.8336109, + "Phosphorus_Level": 4.124737703, + "Glucose_Level": 110.6019434, + "Potassium_Level": 4.053050779, + "Sodium_Level": 136.4639324, + "Smoking_Pack_Years": 28.84395688 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.96185923, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.09790767, + "White_Blood_Cell_Count": 7.572690811, + "Platelet_Count": 273.3550591, + "Albumin_Level": 4.145515852, + "Alkaline_Phosphatase_Level": 113.7041064, + "Alanine_Aminotransferase_Level": 9.511828827, + "Aspartate_Aminotransferase_Level": 20.82060195, + "Creatinine_Level": 0.776645213, + "LDH_Level": 181.9302302, + "Calcium_Level": 9.110060415, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.74145446, + "White_Blood_Cell_Count": 5.392035871, + "Platelet_Count": 282.9334813, + "Albumin_Level": 3.881230504, + "Alkaline_Phosphatase_Level": 56.79644484, + "Alanine_Aminotransferase_Level": 36.85201331, + "Aspartate_Aminotransferase_Level": 10.017782, + "Creatinine_Level": 1.371234161, + "LDH_Level": 131.5680736, + "Calcium_Level": 10.01957687, + "Phosphorus_Level": 4.560682425, + "Glucose_Level": 79.69916871, + "Potassium_Level": 4.920826612, + "Sodium_Level": 139.4606293, + "Smoking_Pack_Years": 12.38780269 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.42039949, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.13082161, + "White_Blood_Cell_Count": 7.347947719, + "Platelet_Count": 298.9723146, + "Albumin_Level": 3.273018034, + "Alkaline_Phosphatase_Level": 39.88107571, + "Alanine_Aminotransferase_Level": 9.649251222, + "Aspartate_Aminotransferase_Level": 25.49293798, + "Creatinine_Level": 1.075689834, + "LDH_Level": 233.6630945, + "Calcium_Level": 8.90916477, + "Phosphorus_Level": 3.041738908, + "Glucose_Level": 85.97861105, + "Potassium_Level": 4.604537966, + "Sodium_Level": 135.7380342, + "Smoking_Pack_Years": 93.3158162 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.71551735, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.98198928, + "White_Blood_Cell_Count": 5.806959753, + "Platelet_Count": 237.0668824, + "Albumin_Level": 3.15919043, + "Alkaline_Phosphatase_Level": 101.3139048, + "Alanine_Aminotransferase_Level": 25.12255757, + "Aspartate_Aminotransferase_Level": 23.88784805, + "Creatinine_Level": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.74314395, + "White_Blood_Cell_Count": 8.151172114, + "Platelet_Count": 369.0880343, + "Albumin_Level": 4.400196186, + "Alkaline_Phosphatase_Level": 37.47737862, + "Alanine_Aminotransferase_Level": 24.84474123, + "Aspartate_Aminotransferase_Level": 19.23361596, + "Creatinine_Level": 0.756373659, + "LDH_Level": 232.3303317, + "Calcium_Level": 9.560261733, + "Phosphorus_Level": 4.49879212, + "Glucose_Level": 136.3979981, + "Potassium_Level": 4.797690508, + "Sodium_Level": 140.4800383, + "Smoking_Pack_Years": 73.62359771 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.66594539, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.24912212, + "White_Blood_Cell_Count": 6.705464387, + "Platelet_Count": 201.7581566, + "Albumin_Level": 3.567496315, + "Alkaline_Phosphatase_Level": 75.26113543, + "Alanine_Aminotransferase_Level": 33.77811759, + "Aspartate_Aminotransferase_Level": 27.10740832, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.53455274, + "White_Blood_Cell_Count": 6.660672577, + "Platelet_Count": 366.0197791, + "Albumin_Level": 3.738048108, + "Alkaline_Phosphatase_Level": 33.29152736, + "Alanine_Aminotransferase_Level": 26.31672319, + "Aspartate_Aminotransferase_Level": 45.36728899, + "Creatinine_Level": 1.151738132, + "LDH_Level": 108.3619464, + "Calcium_Level": 9.637775609, + "Phosphorus_Level": 3.852418711, + "Glucose_Level": 87.22909871, + "Potassium_Level": 4.317616114, + "Sodium_Level": 135.5015924, + "Smoking_Pack_Years": 3.279605198 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.56792681, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.3482355, + "White_Blood_Cell_Count": 5.473712255, + "Platelet_Count": 221.0488485, + "Albumin_Level": 4.128469737, + "Alkaline_Phosphatase_Level": 65.24210085, + "Alanine_Aminotransferase_Level": 34.96506663, + "Aspartate_Aminotransferase_Level": 36.42949428, + "Creatinine_Level": 1.458876956, + "LDH_Level": 244.0157966, + "Calcium_Level": 8.84098356, + "Phosphorus_Level": 3.322208808, + "Glucose_Level": 106.237293, + "Potassium_Level": 4.01580155, + "Sodium_Level": 135.8341302, + "Smoking_Pack_Years": 73.42328714 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.82713732, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 61.98150734 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.9319168, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.91093367, + "White_Blood_Cell_Count": 6.797064264, + "Platelet_Count": 208.43348, + "Albumin_Level": 3.628762373, + "Alkaline_Phosphatase_Level": 87.12670137, + "Alanine_Aminotransferase_Level": 8.629017444, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.04077951, + "White_Blood_Cell_Count": 9.995430552, + "Platelet_Count": 285.307647, + "Albumin_Level": 3.628821955, + "Alkaline_Phosphatase_Level": 104.6671406, + "Alanine_Aminotransferase_Level": 23.42146353, + "Aspartate_Aminotransferase_Level": 15.2089057, + "Creatinine_Level": 1.280321077, + "LDH_Level": 128.1353117, + "Calcium_Level": 8.887772644, + "Phosphorus_Level": 2.746135521, + "Glucose_Level": 115.2150785, + "Potassium_Level": 4.537710387, + "Sodium_Level": 138.8303701, + "Smoking_Pack_Years": 83.53014689 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.6235948, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.84502862, + "White_Blood_Cell_Count": 7.129580412, + "Platelet_Count": 273.7139338, + "Albumin_Level": 3.779716292, + "Alkaline_Phosphatase_Level": 70.06439595, + "Alanine_Aminotransferase_Level": 12.68888062, + "Aspartate_Aminotransferase_Level": 22.08598488, + "Creatinine_Level": 1.143495469, + "LDH_Level": 139.2716796, + "Calcium_Level": 8.719462914, + "Phosphorus_Level": 3.536409372, + "Glucose_Level": 118.8977184, + "Potassium_Level": 4.722718806, + "Sodium_Level": 137.4811956, + "Smoking_Pack_Years": 0.905832203 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.96591542, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.17030037, + "White_Blood_Cell_Count": 7.692290551, + "Platelet_Count": 272.23925, + "Albumin_Level": 3.11263695, + "Alkaline_Phosphatase_Level": 115.3725258, + "Alanine_Aminotransferase_Level": 23.82966818, 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"Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.84090889, + "White_Blood_Cell_Count": 7.03807413, + "Platelet_Count": 405.0111395, + "Albumin_Level": 4.135944503, + "Alkaline_Phosphatase_Level": 87.36051897, + "Alanine_Aminotransferase_Level": 14.23176677, + "Aspartate_Aminotransferase_Level": 15.41930334, + "Creatinine_Level": 1.316884397, + "LDH_Level": 199.665975, + "Calcium_Level": 10.24705, + "Phosphorus_Level": 2.724772666, + "Glucose_Level": 77.03858254, + "Potassium_Level": 4.902197035, + "Sodium_Level": 140.7060848, + "Smoking_Pack_Years": 43.41219228 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.13559356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.78950758, + "White_Blood_Cell_Count": 5.396838332, + "Platelet_Count": 267.2441691, + "Albumin_Level": 3.192648775, + "Alkaline_Phosphatase_Level": 97.97375682, + "Alanine_Aminotransferase_Level": 14.94747853, + "Aspartate_Aminotransferase_Level": 11.25069839, + "Creatinine_Level": 0.7203061, + "LDH_Level": 229.027671, + "Calcium_Level": 9.933397305, + "Phosphorus_Level": 4.580831551, + "Glucose_Level": 133.798564, + "Potassium_Level": 4.743505374, + "Sodium_Level": 144.6416827, + "Smoking_Pack_Years": 59.59559578 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.62438129, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.6142496, + "White_Blood_Cell_Count": 7.010190613, + "Platelet_Count": 359.8801605, + "Albumin_Level": 3.143549837, + "Alkaline_Phosphatase_Level": 74.43513085, + "Alanine_Aminotransferase_Level": 15.73508446, + "Aspartate_Aminotransferase_Level": 49.18281539, + "Creatinine_Level": 1.187821988, + "LDH_Level": 243.9426331, + "Calcium_Level": 8.842287261, + "Phosphorus_Level": 2.553811885, + "Glucose_Level": 104.7055514, + "Potassium_Level": 3.618778531, + "Sodium_Level": 135.8404667, + "Smoking_Pack_Years": 19.05458406 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.44526008, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.99709667, + "White_Blood_Cell_Count": 3.559405766, + "Platelet_Count": 268.0297977, + "Albumin_Level": 3.089676409, + "Alkaline_Phosphatase_Level": 116.3259021, + "Alanine_Aminotransferase_Level": 38.1643709, + "Aspartate_Aminotransferase_Level": 13.27640773, + "Creatinine_Level": 1.010179349, + "LDH_Level": 220.3510083, + "Calcium_Level": 10.03556862, + "Phosphorus_Level": 4.921247682, + "Glucose_Level": 136.9340437, + "Potassium_Level": 3.844326971, + "Sodium_Level": 135.5217433, + "Smoking_Pack_Years": 77.01197647 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.63965063, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.49527283, + "White_Blood_Cell_Count": 6.046690402, + "Platelet_Count": 423.1640312, + "Albumin_Level": 3.751665781, + "Alkaline_Phosphatase_Level": 74.42427499, + "Alanine_Aminotransferase_Level": 25.42098574, + "Aspartate_Aminotransferase_Level": 19.49535608, + "Creatinine_Level": 1.036033925, + "LDH_Level": 137.0498904, + "Calcium_Level": 9.215405409, + "Phosphorus_Level": 3.535803586, + "Glucose_Level": 136.5424651, + "Potassium_Level": 3.896184398, + "Sodium_Level": 137.9830579, + "Smoking_Pack_Years": 32.92432444 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.92493903, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.65899531, + "White_Blood_Cell_Count": 8.776569136, + "Platelet_Count": 443.4012242, + "Albumin_Level": 3.240934207, + "Alkaline_Phosphatase_Level": 39.69705064, + "Alanine_Aminotransferase_Level": 24.46787146, + "Aspartate_Aminotransferase_Level": 27.35421707, + "Creatinine_Level": 0.73910448, + "LDH_Level": 234.0832188, + "Calcium_Level": 9.864006165, + "Phosphorus_Level": 3.414195673, + "Glucose_Level": 146.4985418, + "Potassium_Level": 4.539050354, + "Sodium_Level": 138.043544, + "Smoking_Pack_Years": 55.03107071 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.05338305, + "Tumor_Location": 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"Glucose_Level": 103.9461589, + "Potassium_Level": 4.513883482, + "Sodium_Level": 139.0493188, + "Smoking_Pack_Years": 70.84345693 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.59384555, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.58166798, + "White_Blood_Cell_Count": 4.662361334, + "Platelet_Count": 438.9330284, + "Albumin_Level": 4.648816073, + 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"Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.68220279, + "White_Blood_Cell_Count": 7.556090508, + "Platelet_Count": 326.9482062, + "Albumin_Level": 3.134173729, + "Alkaline_Phosphatase_Level": 109.5129389, + "Alanine_Aminotransferase_Level": 31.46573997, + "Aspartate_Aminotransferase_Level": 22.24295098, + "Creatinine_Level": 0.936243119, + "LDH_Level": 189.6648442, + "Calcium_Level": 8.197705327, + "Phosphorus_Level": 3.069042355, + "Glucose_Level": 142.2653023, + "Potassium_Level": 3.68755114, + "Sodium_Level": 137.4777095, + "Smoking_Pack_Years": 67.95326695 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.46774133, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.31240869, + "White_Blood_Cell_Count": 9.004895095, + "Platelet_Count": 439.4921132, + "Albumin_Level": 3.569380052, + "Alkaline_Phosphatase_Level": 61.81354002, + "Alanine_Aminotransferase_Level": 9.961347341, + "Aspartate_Aminotransferase_Level": 27.72975146, + "Creatinine_Level": 1.189705184, + "LDH_Level": 228.8582716, + "Calcium_Level": 9.948170653, + "Phosphorus_Level": 4.055715721, + "Glucose_Level": 113.1108162, + "Potassium_Level": 4.970278426, + "Sodium_Level": 142.2223822, + "Smoking_Pack_Years": 63.27917934 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 47.95667981, + "Alanine_Aminotransferase_Level": 29.9804135, + "Aspartate_Aminotransferase_Level": 26.116177, + "Creatinine_Level": 1.441095417, + "LDH_Level": 185.472198, + "Calcium_Level": 8.955102384, + "Phosphorus_Level": 3.159584186, + "Glucose_Level": 100.2282861, + "Potassium_Level": 4.978879511, + "Sodium_Level": 136.5976847, + "Smoking_Pack_Years": 76.59070327 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.5259521, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.86592891, + "White_Blood_Cell_Count": 8.845469218, + "Platelet_Count": 385.2314202, + "Albumin_Level": 4.861798031, + "Alkaline_Phosphatase_Level": 101.3232107, + "Alanine_Aminotransferase_Level": 21.10117121, + "Aspartate_Aminotransferase_Level": 25.7400148, + "Creatinine_Level": 0.690455472, + "LDH_Level": 186.9351672, + "Calcium_Level": 10.38185858, + "Phosphorus_Level": 2.526058261, + "Glucose_Level": 130.5739867, + "Potassium_Level": 3.652972156, + "Sodium_Level": 136.7940537, + "Smoking_Pack_Years": 47.70644378 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.67261568, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.60965183, + "White_Blood_Cell_Count": 4.958297635, + "Platelet_Count": 168.9262706, + "Albumin_Level": 4.050875566, + "Alkaline_Phosphatase_Level": 41.75168888, + "Alanine_Aminotransferase_Level": 18.50273048, + "Aspartate_Aminotransferase_Level": 18.88323773, + "Creatinine_Level": 1.380699772, + "LDH_Level": 203.904335, + "Calcium_Level": 8.672227101, + "Phosphorus_Level": 4.772882916, + "Glucose_Level": 96.06188477, + "Potassium_Level": 3.742560621, + "Sodium_Level": 139.4924034, + "Smoking_Pack_Years": 17.45897428 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.36112801, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.75080869, + "White_Blood_Cell_Count": 9.463064176, + "Platelet_Count": 181.7664533, + 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.60686034, + "White_Blood_Cell_Count": 3.700455469, + "Platelet_Count": 361.2181739, + "Albumin_Level": 3.551029278, + "Alkaline_Phosphatase_Level": 115.3120874, + "Alanine_Aminotransferase_Level": 38.6611811, + "Aspartate_Aminotransferase_Level": 17.72168074, + "Creatinine_Level": 1.328888784, + "LDH_Level": 106.3584036, + "Calcium_Level": 8.183524346, + "Phosphorus_Level": 4.587532243, + "Glucose_Level": 117.8558336, + "Potassium_Level": 4.333501234, + "Sodium_Level": 138.9448191, + "Smoking_Pack_Years": 92.25738948 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.18824413, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.7019965, + "White_Blood_Cell_Count": 6.320215952, + "Platelet_Count": 310.2631032, + "Albumin_Level": 4.687594134, + "Alkaline_Phosphatase_Level": 90.01781489, + "Alanine_Aminotransferase_Level": 30.7207228, + "Aspartate_Aminotransferase_Level": 39.50669129, + "Creatinine_Level": 1.00904429, + "LDH_Level": 210.1434712, + "Calcium_Level": 8.860271351, + "Phosphorus_Level": 3.300834371, + "Glucose_Level": 133.6857088, + "Potassium_Level": 4.050192121, + "Sodium_Level": 143.8405797, + "Smoking_Pack_Years": 87.88995811 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.83588587, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.59994173, + "White_Blood_Cell_Count": 5.285432463, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.62146861, + "White_Blood_Cell_Count": 8.124285157, + "Platelet_Count": 354.305171, + "Albumin_Level": 3.481037057, + "Alkaline_Phosphatase_Level": 35.1929596, + "Alanine_Aminotransferase_Level": 20.69884768, + "Aspartate_Aminotransferase_Level": 19.52850337, + "Creatinine_Level": 1.103823255, + "LDH_Level": 104.293225, + "Calcium_Level": 8.365541456, + "Phosphorus_Level": 4.240855357, + "Glucose_Level": 72.26979875, + "Potassium_Level": 4.127081976, + "Sodium_Level": 139.2080355, + "Smoking_Pack_Years": 43.88322794 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.66942189, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": 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"White_Blood_Cell_Count": 7.593891296, + "Platelet_Count": 229.9489637, + "Albumin_Level": 3.532236547, + "Alkaline_Phosphatase_Level": 96.71024302, + "Alanine_Aminotransferase_Level": 32.78908649, + "Aspartate_Aminotransferase_Level": 39.09689681, + "Creatinine_Level": 0.938806426, + "LDH_Level": 150.7947423, + "Calcium_Level": 8.562154018, + "Phosphorus_Level": 3.679536681, + "Glucose_Level": 111.6603105, + "Potassium_Level": 4.149491273, + "Sodium_Level": 138.8258456, + "Smoking_Pack_Years": 52.22971966 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.56003288, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.81492135, + "White_Blood_Cell_Count": 3.507139128, + "Platelet_Count": 348.4438609, + "Albumin_Level": 4.895876736, + "Alkaline_Phosphatase_Level": 53.67502253, + "Alanine_Aminotransferase_Level": 25.98640964, + "Aspartate_Aminotransferase_Level": 39.0657493, + "Creatinine_Level": 1.264956545, + "LDH_Level": 215.848126, + "Calcium_Level": 8.132709539, + "Phosphorus_Level": 4.617639134, + "Glucose_Level": 128.9253939, + "Potassium_Level": 4.725331924, + "Sodium_Level": 144.0911458, + "Smoking_Pack_Years": 92.65001071 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.26941578, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.35893639, + "White_Blood_Cell_Count": 7.722795825, + "Platelet_Count": 295.8387243, + "Albumin_Level": 4.718778204, + "Alkaline_Phosphatase_Level": 90.98926307, + "Alanine_Aminotransferase_Level": 17.08329696, + "Aspartate_Aminotransferase_Level": 45.14527733, + "Creatinine_Level": 0.683256167, + "LDH_Level": 217.5455442, + "Calcium_Level": 8.979176937, + "Phosphorus_Level": 4.636755066, + "Glucose_Level": 117.3975635, + "Potassium_Level": 4.370492564, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.81694498, + "White_Blood_Cell_Count": 8.780752744, + "Platelet_Count": 374.4664755, + "Albumin_Level": 3.519021578, + "Alkaline_Phosphatase_Level": 49.8437941, + "Alanine_Aminotransferase_Level": 6.452794625, + "Aspartate_Aminotransferase_Level": 25.3005171, + "Creatinine_Level": 1.101742136, + "LDH_Level": 221.8918694, + "Calcium_Level": 10.00631266, + "Phosphorus_Level": 2.677931507, + "Glucose_Level": 142.3251019, + "Potassium_Level": 3.92717843, + "Sodium_Level": 138.9815277, + "Smoking_Pack_Years": 99.02024859 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.73706672, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.12369484, + "White_Blood_Cell_Count": 4.586927428, + "Platelet_Count": 266.9198637, + "Albumin_Level": 3.102681755, + "Alkaline_Phosphatase_Level": 88.9667812, + "Alanine_Aminotransferase_Level": 7.293344801, + "Aspartate_Aminotransferase_Level": 24.86437063, + "Creatinine_Level": 0.743124814, + "LDH_Level": 108.7719846, + "Calcium_Level": 10.48040379, + "Phosphorus_Level": 3.472378534, + "Glucose_Level": 89.82800522, + "Potassium_Level": 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28.08827253, + "Aspartate_Aminotransferase_Level": 31.74457001, + "Creatinine_Level": 1.134055603, + "LDH_Level": 249.0132327, + "Calcium_Level": 10.42093494, + "Phosphorus_Level": 4.489192623, + "Glucose_Level": 95.89407568, + "Potassium_Level": 4.71796633, + "Sodium_Level": 143.1420391, + "Smoking_Pack_Years": 44.75024 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.55912684, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 61, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.40050153, + "White_Blood_Cell_Count": 4.602886121, + "Platelet_Count": 373.1835365, + "Albumin_Level": 4.366030411, + "Alkaline_Phosphatase_Level": 39.34978353, + "Alanine_Aminotransferase_Level": 30.65040369, + "Aspartate_Aminotransferase_Level": 11.5807837, + "Creatinine_Level": 1.228041253, + "LDH_Level": 206.5283815, + "Calcium_Level": 8.764866073, + "Phosphorus_Level": 3.783711502, + "Glucose_Level": 127.1655411, + "Potassium_Level": 3.825007211, + "Sodium_Level": 135.9590537, + "Smoking_Pack_Years": 60.082434 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.09359573, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.1115956, + "White_Blood_Cell_Count": 5.841236336, + "Platelet_Count": 168.2331695, + "Albumin_Level": 4.711158298, + "Alkaline_Phosphatase_Level": 61.78102955, + "Alanine_Aminotransferase_Level": 11.07808589, + "Aspartate_Aminotransferase_Level": 38.75781458, + "Creatinine_Level": 0.553779699, + "LDH_Level": 127.6586052, + "Calcium_Level": 9.807092722, + "Phosphorus_Level": 4.565548652, + "Glucose_Level": 139.4035403, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.78683604, + "White_Blood_Cell_Count": 6.351617589, + "Platelet_Count": 246.8052252, + "Albumin_Level": 4.322964753, + "Alkaline_Phosphatase_Level": 72.54770385, + "Alanine_Aminotransferase_Level": 25.23788473, + "Aspartate_Aminotransferase_Level": 37.10692469, + "Creatinine_Level": 1.191790696, + "LDH_Level": 224.7023553, + "Calcium_Level": 9.717452378, + "Phosphorus_Level": 2.824304199, + "Glucose_Level": 82.90656895, + "Potassium_Level": 3.721499286, + "Sodium_Level": 135.3257461, + "Smoking_Pack_Years": 12.14684259 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.33907473, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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33.01221415, + "Aspartate_Aminotransferase_Level": 41.22721174, + "Creatinine_Level": 1.252123878, + "LDH_Level": 146.7949188, + "Calcium_Level": 9.649355109, + "Phosphorus_Level": 4.59751755, + "Glucose_Level": 146.3601851, + "Potassium_Level": 4.667298227, + "Sodium_Level": 141.76125, + "Smoking_Pack_Years": 70.18661636 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.96136455, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 98, + 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.02190428, + "White_Blood_Cell_Count": 6.45918245, + "Platelet_Count": 285.4027362, + "Albumin_Level": 3.83579921, + "Alkaline_Phosphatase_Level": 81.8505891, + "Alanine_Aminotransferase_Level": 38.87520187, + "Aspartate_Aminotransferase_Level": 30.87796508, + "Creatinine_Level": 1.237128693, + "LDH_Level": 111.4535485, + "Calcium_Level": 9.222072283, + "Phosphorus_Level": 4.16547581, + "Glucose_Level": 83.71662148, + "Potassium_Level": 4.418867521, + "Sodium_Level": 136.6081685, + "Smoking_Pack_Years": 78.9280062 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.52570268, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.51492623, + "White_Blood_Cell_Count": 4.388887472, + "Platelet_Count": 362.7779414, + "Albumin_Level": 3.544406233, + "Alkaline_Phosphatase_Level": 65.7034478, + "Alanine_Aminotransferase_Level": 18.70888442, + "Aspartate_Aminotransferase_Level": 36.37881015, + "Creatinine_Level": 0.995674587, + "LDH_Level": 217.2342824, + "Calcium_Level": 8.761811295, + "Phosphorus_Level": 3.900859482, + "Glucose_Level": 133.5491349, + "Potassium_Level": 4.258698089, + "Sodium_Level": 135.4409809, + "Smoking_Pack_Years": 60.73898648 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.99296634, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.58298993, + "White_Blood_Cell_Count": 8.261261002, + "Platelet_Count": 413.8628777, + "Albumin_Level": 3.187066661, + "Alkaline_Phosphatase_Level": 51.34528681, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.8955495, + "White_Blood_Cell_Count": 3.718435681, + "Platelet_Count": 311.2480092, + "Albumin_Level": 4.472224523, + "Alkaline_Phosphatase_Level": 116.4678023, + "Alanine_Aminotransferase_Level": 9.202225387, + "Aspartate_Aminotransferase_Level": 22.80295001, + "Creatinine_Level": 0.977461091, + "LDH_Level": 196.1465526, + "Calcium_Level": 8.371389518, + "Phosphorus_Level": 4.886488441, + "Glucose_Level": 72.47569067, + "Potassium_Level": 3.66516647, + "Sodium_Level": 137.6731601, + "Smoking_Pack_Years": 66.56023814 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.99118684, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.3018861, + "White_Blood_Cell_Count": 8.216921109, + "Platelet_Count": 258.9926172, + "Albumin_Level": 3.44395274, + "Alkaline_Phosphatase_Level": 44.22009474, + "Alanine_Aminotransferase_Level": 7.948558647, + "Aspartate_Aminotransferase_Level": 27.58293226, + "Creatinine_Level": 1.0492294, + "LDH_Level": 177.920655, + "Calcium_Level": 9.018097343, + "Phosphorus_Level": 4.315312375, + "Glucose_Level": 87.42674071, + "Potassium_Level": 4.001829471, + "Sodium_Level": 143.9760194, + "Smoking_Pack_Years": 40.29942944 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.01934052, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 36.98201232, + "Aspartate_Aminotransferase_Level": 48.96774463, + "Creatinine_Level": 1.499311054, + "LDH_Level": 247.9279895, + "Calcium_Level": 10.05621482, + "Phosphorus_Level": 3.586312248, + "Glucose_Level": 71.30135608, + "Potassium_Level": 3.586288005, + "Sodium_Level": 138.2197339, + "Smoking_Pack_Years": 50.24596203 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.15507853, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.74319272, + "White_Blood_Cell_Count": 7.526504206, + "Platelet_Count": 396.5298537, + "Albumin_Level": 3.17718782, + "Alkaline_Phosphatase_Level": 35.35882526, + "Alanine_Aminotransferase_Level": 5.806845426, + "Aspartate_Aminotransferase_Level": 48.99604311, + "Creatinine_Level": 0.526614777, + "LDH_Level": 103.9984855, + "Calcium_Level": 9.399177198, + "Phosphorus_Level": 3.34694221, + "Glucose_Level": 106.6812213, + "Potassium_Level": 4.745039835, + "Sodium_Level": 144.8274469, + "Smoking_Pack_Years": 59.98146501 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.06094197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.77192428, + "White_Blood_Cell_Count": 4.649064463, + "Platelet_Count": 447.7841095, + "Albumin_Level": 3.391660961, + "Alkaline_Phosphatase_Level": 105.0856061, + "Alanine_Aminotransferase_Level": 8.784511018, + "Aspartate_Aminotransferase_Level": 44.84236545, + "Creatinine_Level": 1.21333862, + "LDH_Level": 238.6191771, + "Calcium_Level": 10.47412511, + "Phosphorus_Level": 3.712296786, + "Glucose_Level": 149.9798637, + "Potassium_Level": 4.927721177, + "Sodium_Level": 135.2709658, + "Smoking_Pack_Years": 96.89138967 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.76185528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.19649236, + "White_Blood_Cell_Count": 5.051193119, + "Platelet_Count": 228.8785468, + "Albumin_Level": 4.322293735, + "Alkaline_Phosphatase_Level": 34.91455565, + "Alanine_Aminotransferase_Level": 5.849448263, + "Aspartate_Aminotransferase_Level": 48.0044461, + "Creatinine_Level": 0.558580229, + "LDH_Level": 174.8436874, + "Calcium_Level": 9.952666959, + "Phosphorus_Level": 4.159435925, + "Glucose_Level": 87.33753162, + "Potassium_Level": 4.404830075, + "Sodium_Level": 135.8293361, + "Smoking_Pack_Years": 46.13359699 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.1543469, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.80946859, + "White_Blood_Cell_Count": 6.442957735, + "Platelet_Count": 274.1397197, + "Albumin_Level": 4.074501613, + "Alkaline_Phosphatase_Level": 81.38576949, + "Alanine_Aminotransferase_Level": 30.07581159, + "Aspartate_Aminotransferase_Level": 43.35845908, + "Creatinine_Level": 0.797738944, + "LDH_Level": 145.6706601, + "Calcium_Level": 9.786684581, + "Phosphorus_Level": 3.689186016, + "Glucose_Level": 104.5629142, + "Potassium_Level": 3.809151855, + "Sodium_Level": 144.255629, + "Smoking_Pack_Years": 61.28953182 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.64838504, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.74162629, + "White_Blood_Cell_Count": 5.518221319, + "Platelet_Count": 169.4408973, + "Albumin_Level": 4.362580949, + "Alkaline_Phosphatase_Level": 38.10004845, + "Alanine_Aminotransferase_Level": 5.088435954, + "Aspartate_Aminotransferase_Level": 49.210491, + "Creatinine_Level": 1.178392733, + "LDH_Level": 194.1905808, + "Calcium_Level": 8.076562565, + "Phosphorus_Level": 3.15479692, + "Glucose_Level": 147.6215397, + "Potassium_Level": 4.354782254, + "Sodium_Level": 141.6916642, + "Smoking_Pack_Years": 64.8575511 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.49268433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.45920516, + "White_Blood_Cell_Count": 7.321929248, + "Platelet_Count": 253.5026634, + "Albumin_Level": 3.736428703, + "Alkaline_Phosphatase_Level": 55.56836147, + "Alanine_Aminotransferase_Level": 39.04390979, + "Aspartate_Aminotransferase_Level": 43.68457634, + "Creatinine_Level": 0.825743418, + "LDH_Level": 113.0750304, + "Calcium_Level": 9.998510251, + "Phosphorus_Level": 2.699959703, + "Glucose_Level": 136.9165477, + "Potassium_Level": 4.529242443, + "Sodium_Level": 135.770813, + "Smoking_Pack_Years": 38.74219243 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.60603615, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.36758257, + "White_Blood_Cell_Count": 8.789182689, + "Platelet_Count": 207.6899012, + "Albumin_Level": 4.817289093, + "Alkaline_Phosphatase_Level": 55.61298846, + "Alanine_Aminotransferase_Level": 13.30015604, + "Aspartate_Aminotransferase_Level": 44.94467542, + "Creatinine_Level": 1.314616381, + "LDH_Level": 103.088816, + "Calcium_Level": 8.568167897, + "Phosphorus_Level": 4.089990844, + "Glucose_Level": 104.5006474, + "Potassium_Level": 4.857448208, + "Sodium_Level": 139.2352527, + "Smoking_Pack_Years": 9.140694499 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.64413468, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.46843637, + "White_Blood_Cell_Count": 4.43238352, + "Platelet_Count": 268.0266393, + "Albumin_Level": 4.55691358, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.7653901, + "White_Blood_Cell_Count": 7.463989556, + "Platelet_Count": 444.8888423, + "Albumin_Level": 3.26019915, + "Alkaline_Phosphatase_Level": 57.00036058, + "Alanine_Aminotransferase_Level": 7.337777296, + "Aspartate_Aminotransferase_Level": 45.34570861, + "Creatinine_Level": 1.140772858, + "LDH_Level": 223.7754227, + "Calcium_Level": 8.737974813, + "Phosphorus_Level": 3.985039332, + "Glucose_Level": 128.9304959, + "Potassium_Level": 3.838509146, + "Sodium_Level": 143.8517703, + "Smoking_Pack_Years": 79.31615616 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.03786487, + "White_Blood_Cell_Count": 6.538625063, + "Platelet_Count": 330.3206664, + "Albumin_Level": 4.0337086, + "Alkaline_Phosphatase_Level": 104.6286544, + "Alanine_Aminotransferase_Level": 21.41397954, + "Aspartate_Aminotransferase_Level": 41.03630133, + "Creatinine_Level": 1.395476721, + "LDH_Level": 121.8907517, + "Calcium_Level": 8.712335816, + "Phosphorus_Level": 4.04543905, + "Glucose_Level": 88.39782304, + "Potassium_Level": 4.025412497, + "Sodium_Level": 137.5411857, + "Smoking_Pack_Years": 76.72663384 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.02079613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.24281018, + "White_Blood_Cell_Count": 6.72662228, + "Platelet_Count": 164.4857175, + "Albumin_Level": 3.923959604, + "Alkaline_Phosphatase_Level": 111.4765446, + "Alanine_Aminotransferase_Level": 31.43923276, + "Aspartate_Aminotransferase_Level": 40.18594557, + "Creatinine_Level": 0.591760598, + "LDH_Level": 241.0003577, + "Calcium_Level": 9.523587147, + "Phosphorus_Level": 3.804573251, + "Glucose_Level": 140.9750096, + "Potassium_Level": 4.370827805, + "Sodium_Level": 142.6447933, + "Smoking_Pack_Years": 95.76935724 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.68495261, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.96771149, + "White_Blood_Cell_Count": 7.187577511, + 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.6728897, + "White_Blood_Cell_Count": 8.523287486, + "Platelet_Count": 288.1665156, + "Albumin_Level": 3.414609089, + "Alkaline_Phosphatase_Level": 30.05270564, + "Alanine_Aminotransferase_Level": 7.452164196, + "Aspartate_Aminotransferase_Level": 36.62679562, + "Creatinine_Level": 0.94943877, + "LDH_Level": 229.7276114, + "Calcium_Level": 8.805933095, + "Phosphorus_Level": 3.131248301, + "Glucose_Level": 141.8601133, + "Potassium_Level": 3.952657768, + "Sodium_Level": 141.039547, + "Smoking_Pack_Years": 91.05553655 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.44159292, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.81195029, + "White_Blood_Cell_Count": 3.84841886, + "Platelet_Count": 418.5545673, + "Albumin_Level": 4.749864258, + "Alkaline_Phosphatase_Level": 57.20555794, + "Alanine_Aminotransferase_Level": 38.5899217, + "Aspartate_Aminotransferase_Level": 30.85738443, + "Creatinine_Level": 0.988273153, + "LDH_Level": 213.449914, + "Calcium_Level": 9.135986186, + "Phosphorus_Level": 3.2430216, + "Glucose_Level": 117.8318333, + "Potassium_Level": 4.298350108, + "Sodium_Level": 136.2120263, + "Smoking_Pack_Years": 60.74207556 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.32447337, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.05862051, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.87323326, + "White_Blood_Cell_Count": 7.074975088, + "Platelet_Count": 165.7444513, + "Albumin_Level": 4.392395985, + "Alkaline_Phosphatase_Level": 87.55754321, + "Alanine_Aminotransferase_Level": 25.65309628, + "Aspartate_Aminotransferase_Level": 10.43317706, + "Creatinine_Level": 1.04731054, + "LDH_Level": 145.6192159, + "Calcium_Level": 9.161346134, + "Phosphorus_Level": 2.764653829, + "Glucose_Level": 79.6710027, + "Potassium_Level": 3.647165977, + "Sodium_Level": 139.329543, + "Smoking_Pack_Years": 5.727040483 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.84024952, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.40242626, + "White_Blood_Cell_Count": 5.964189934, + "Platelet_Count": 342.4695447, + "Albumin_Level": 3.409662505, + "Alkaline_Phosphatase_Level": 92.14884363, + "Alanine_Aminotransferase_Level": 38.91537998, + "Aspartate_Aminotransferase_Level": 41.64070001, + "Creatinine_Level": 1.006569382, + "LDH_Level": 231.3609089, + "Calcium_Level": 9.749887705, + "Phosphorus_Level": 3.463541559, + "Glucose_Level": 142.5807393, + "Potassium_Level": 4.502786558, + "Sodium_Level": 136.7178673, + "Smoking_Pack_Years": 88.16912197 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.5643315, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.52853645, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.10015984, + "White_Blood_Cell_Count": 4.667245298, + "Platelet_Count": 316.9147501, + "Albumin_Level": 3.714791432, + "Alkaline_Phosphatase_Level": 45.7579193, + "Alanine_Aminotransferase_Level": 23.04449224, + "Aspartate_Aminotransferase_Level": 33.03612179, + "Creatinine_Level": 1.054759551, + "LDH_Level": 166.3032527, + "Calcium_Level": 9.862985561, + "Phosphorus_Level": 3.065483203, + "Glucose_Level": 92.70974346, + "Potassium_Level": 4.497004865, + "Sodium_Level": 139.6095972, + "Smoking_Pack_Years": 66.3268242 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.89722105, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 12.36133158, + "Creatinine_Level": 1.428040208, + "LDH_Level": 180.2443201, + "Calcium_Level": 8.993877338, + "Phosphorus_Level": 3.428684725, + "Glucose_Level": 91.47284366, + "Potassium_Level": 4.821251672, + "Sodium_Level": 136.1327411, + "Smoking_Pack_Years": 55.91794299 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.42200954, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.06305245, + "White_Blood_Cell_Count": 8.54341338, + "Platelet_Count": 196.2389317, + "Albumin_Level": 4.984441985, + "Alkaline_Phosphatase_Level": 74.00499803, + "Alanine_Aminotransferase_Level": 39.9099294, + "Aspartate_Aminotransferase_Level": 30.85492023, + "Creatinine_Level": 0.728933968, + "LDH_Level": 167.1374651, + "Calcium_Level": 9.522089308, + "Phosphorus_Level": 3.929915882, + "Glucose_Level": 91.33843768, + "Potassium_Level": 3.604855614, + "Sodium_Level": 140.8535555, + "Smoking_Pack_Years": 2.587073571 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.47438825, + "Tumor_Location": 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"Glucose_Level": 143.6952119, + "Potassium_Level": 3.601694616, + "Sodium_Level": 135.5584293, + "Smoking_Pack_Years": 51.61065537 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.14611021, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.64296921, + "White_Blood_Cell_Count": 3.86369539, + "Platelet_Count": 354.3196524, + "Albumin_Level": 4.495482846, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.05897401, + "White_Blood_Cell_Count": 5.170422796, + "Platelet_Count": 203.3862728, + "Albumin_Level": 3.782080921, + "Alkaline_Phosphatase_Level": 41.81197809, + "Alanine_Aminotransferase_Level": 11.40976551, + "Aspartate_Aminotransferase_Level": 23.44189379, + "Creatinine_Level": 1.488913071, + "LDH_Level": 197.8756435, + "Calcium_Level": 9.482043297, + "Phosphorus_Level": 3.628295709, + "Glucose_Level": 77.19306109, + "Potassium_Level": 3.614276074, + "Sodium_Level": 139.6830657, + "Smoking_Pack_Years": 99.49249114 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.61975452, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.35605946, + "White_Blood_Cell_Count": 4.118441893, + "Platelet_Count": 318.9779483, + "Albumin_Level": 3.924327243, + "Alkaline_Phosphatase_Level": 96.33776534, + "Alanine_Aminotransferase_Level": 20.37650601, + "Aspartate_Aminotransferase_Level": 31.11237477, + "Creatinine_Level": 0.994012828, + "LDH_Level": 199.9181803, + "Calcium_Level": 8.124127456, + "Phosphorus_Level": 3.465763433, + "Glucose_Level": 91.64093736, + "Potassium_Level": 3.70923125, + "Sodium_Level": 135.3231461, + "Smoking_Pack_Years": 97.6883137 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.30941201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.30148203, + "White_Blood_Cell_Count": 7.875762815, + "Platelet_Count": 357.2972861, + "Albumin_Level": 4.782226841, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.38725042, + "White_Blood_Cell_Count": 3.557059541, + "Platelet_Count": 345.6411268, + "Albumin_Level": 3.198144144, + "Alkaline_Phosphatase_Level": 33.60090906, + "Alanine_Aminotransferase_Level": 31.60178874, + "Aspartate_Aminotransferase_Level": 28.29731433, + "Creatinine_Level": 0.746586813, + "LDH_Level": 234.4854886, + "Calcium_Level": 8.613164963, + "Phosphorus_Level": 4.70534977, + "Glucose_Level": 91.54857261, + "Potassium_Level": 4.650438535, + "Sodium_Level": 136.596322, + "Smoking_Pack_Years": 68.05920416 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.73902569, + "White_Blood_Cell_Count": 6.358873128, + "Platelet_Count": 300.1655511, + "Albumin_Level": 3.319831466, + "Alkaline_Phosphatase_Level": 115.0300871, + "Alanine_Aminotransferase_Level": 31.92012937, + "Aspartate_Aminotransferase_Level": 30.66664399, + "Creatinine_Level": 0.70090464, + "LDH_Level": 145.2110697, + "Calcium_Level": 10.48890406, + "Phosphorus_Level": 3.760307894, + "Glucose_Level": 128.6773531, + "Potassium_Level": 4.221153973, + "Sodium_Level": 138.7154828, + "Smoking_Pack_Years": 11.24646146 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.75000521, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.25561898, + "White_Blood_Cell_Count": 4.816910396, + "Platelet_Count": 304.981697, + "Albumin_Level": 3.054680726, + "Alkaline_Phosphatase_Level": 65.84754747, + "Alanine_Aminotransferase_Level": 8.390288885, + "Aspartate_Aminotransferase_Level": 48.69778313, + "Creatinine_Level": 1.242176453, + "LDH_Level": 115.7013136, + "Calcium_Level": 9.423581027, + "Phosphorus_Level": 4.444013069, + "Glucose_Level": 118.8794761, + "Potassium_Level": 4.103490288, + "Sodium_Level": 140.1424356, + "Smoking_Pack_Years": 62.02388121 + }, + { + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.67322904, + "White_Blood_Cell_Count": 6.756944708, + "Platelet_Count": 150.4588677, + "Albumin_Level": 4.422745393, + "Alkaline_Phosphatase_Level": 109.4509373, + "Alanine_Aminotransferase_Level": 26.92295403, + "Aspartate_Aminotransferase_Level": 11.52130606, + "Creatinine_Level": 0.799571236, + "LDH_Level": 103.0067527, + "Calcium_Level": 8.059513899, + "Phosphorus_Level": 3.456586334, + "Glucose_Level": 71.30402194, + "Potassium_Level": 4.05414337, + "Sodium_Level": 144.3520333, + "Smoking_Pack_Years": 76.19469457 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.66996364, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "African 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6.409277853 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.44804123, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.89336582, + "White_Blood_Cell_Count": 4.135190515, + "Platelet_Count": 180.7874474, + "Albumin_Level": 4.119763526, + "Alkaline_Phosphatase_Level": 36.95170021, + "Alanine_Aminotransferase_Level": 14.98670052, + "Aspartate_Aminotransferase_Level": 38.80400825, + "Creatinine_Level": 0.627241079, + "LDH_Level": 216.4570303, + "Calcium_Level": 10.30773111, + "Phosphorus_Level": 3.239581684, + "Glucose_Level": 78.13915282, + "Potassium_Level": 3.50109425, + "Sodium_Level": 140.35105, + "Smoking_Pack_Years": 51.20867867 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.859351, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.02132573, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.12767692, + "White_Blood_Cell_Count": 3.951346619, + "Platelet_Count": 188.0515787, + "Albumin_Level": 4.799203865, + "Alkaline_Phosphatase_Level": 72.54052677, + "Alanine_Aminotransferase_Level": 34.58088314, + "Aspartate_Aminotransferase_Level": 13.79887866, + "Creatinine_Level": 0.778557591, + "LDH_Level": 111.2607562, + "Calcium_Level": 9.042611216, + "Phosphorus_Level": 4.133999923, + "Glucose_Level": 70.06334841, + "Potassium_Level": 3.802103126, + "Sodium_Level": 143.433805, + "Smoking_Pack_Years": 18.75842498 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.62237796, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.01949596, + "White_Blood_Cell_Count": 7.633941724, + "Platelet_Count": 231.0355843, + "Albumin_Level": 4.783613385, + "Alkaline_Phosphatase_Level": 113.5505092, + "Alanine_Aminotransferase_Level": 8.908883934, + "Aspartate_Aminotransferase_Level": 36.56296823, + "Creatinine_Level": 0.705601149, + "LDH_Level": 148.0967981, + "Calcium_Level": 8.527410761, + "Phosphorus_Level": 4.955773439, + "Glucose_Level": 88.29655152, + "Potassium_Level": 3.538496058, + "Sodium_Level": 143.4371959, + "Smoking_Pack_Years": 27.25987374 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.40157391, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.67351273, + "White_Blood_Cell_Count": 6.054484729, + "Platelet_Count": 294.2972754, + "Albumin_Level": 4.371362305, + "Alkaline_Phosphatase_Level": 59.8000315, + "Alanine_Aminotransferase_Level": 38.61060225, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.16801775, + "White_Blood_Cell_Count": 4.639750934, + "Platelet_Count": 175.3427496, + "Albumin_Level": 3.689051012, + "Alkaline_Phosphatase_Level": 40.74983326, + "Alanine_Aminotransferase_Level": 30.6368589, + "Aspartate_Aminotransferase_Level": 31.98974444, + "Creatinine_Level": 1.390101487, + "LDH_Level": 244.992702, + "Calcium_Level": 10.44967313, + "Phosphorus_Level": 3.805461458, + "Glucose_Level": 106.2239951, + "Potassium_Level": 4.698001597, + "Sodium_Level": 136.6707766, + "Smoking_Pack_Years": 4.872866586 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.14955491, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.9366895, + "White_Blood_Cell_Count": 9.977363926, + "Platelet_Count": 150.0658199, + "Albumin_Level": 4.352984705, + "Alkaline_Phosphatase_Level": 86.64820909, + "Alanine_Aminotransferase_Level": 32.30957861, + "Aspartate_Aminotransferase_Level": 32.25625855, + "Creatinine_Level": 0.741853154, + "LDH_Level": 229.3864102, + "Calcium_Level": 8.43032359, + "Phosphorus_Level": 3.002044373, + "Glucose_Level": 115.0719575, + "Potassium_Level": 4.793101062, + 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"Aspartate_Aminotransferase_Level": 49.5410201, + "Creatinine_Level": 0.572078602, + "LDH_Level": 132.9271435, + "Calcium_Level": 8.924832377, + "Phosphorus_Level": 4.498790468, + "Glucose_Level": 103.7792465, + "Potassium_Level": 4.572258063, + "Sodium_Level": 135.7282359, + "Smoking_Pack_Years": 35.85623545 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.3670597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.35939007, + "White_Blood_Cell_Count": 9.504070194, + "Platelet_Count": 315.5281286, + "Albumin_Level": 3.547938064, + "Alkaline_Phosphatase_Level": 82.61285036, + "Alanine_Aminotransferase_Level": 13.55493592, + "Aspartate_Aminotransferase_Level": 20.34948689, + "Creatinine_Level": 1.209621564, + "LDH_Level": 174.8320052, + "Calcium_Level": 8.857795553, + "Phosphorus_Level": 3.077674408, + "Glucose_Level": 122.5504606, + "Potassium_Level": 3.823110103, + "Sodium_Level": 144.9328159, + "Smoking_Pack_Years": 91.64845878 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.8600666, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.12411051, + "White_Blood_Cell_Count": 4.98641617, + "Platelet_Count": 264.1793219, + "Albumin_Level": 3.397074876, + "Alkaline_Phosphatase_Level": 91.20313254, + "Alanine_Aminotransferase_Level": 21.99406717, + "Aspartate_Aminotransferase_Level": 40.30828429, + "Creatinine_Level": 1.334235178, + "LDH_Level": 163.3746346, + "Calcium_Level": 10.10868619, + "Phosphorus_Level": 4.147082066, + "Glucose_Level": 147.0273981, + "Potassium_Level": 4.856222049, + "Sodium_Level": 139.6212063, + "Smoking_Pack_Years": 55.38100544 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.54051424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.24428535, + "White_Blood_Cell_Count": 9.817059983, + "Platelet_Count": 226.0888779, + "Albumin_Level": 4.127401844, + "Alkaline_Phosphatase_Level": 30.0763461, + "Alanine_Aminotransferase_Level": 10.78618166, + "Aspartate_Aminotransferase_Level": 26.25016971, + "Creatinine_Level": 1.06610169, + "LDH_Level": 106.8814982, + "Calcium_Level": 10.0417462, + "Phosphorus_Level": 2.822681144, + "Glucose_Level": 71.1594036, + "Potassium_Level": 4.662711609, + "Sodium_Level": 144.654198, + "Smoking_Pack_Years": 86.46930924 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.56889238, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.5523757, + "White_Blood_Cell_Count": 6.689302543, + "Platelet_Count": 388.6900927, + "Albumin_Level": 3.997630336, + "Alkaline_Phosphatase_Level": 112.7399757, + "Alanine_Aminotransferase_Level": 28.10933289, + "Aspartate_Aminotransferase_Level": 12.87275315, + "Creatinine_Level": 1.122427011, + "LDH_Level": 132.2664012, + "Calcium_Level": 9.716784524, + "Phosphorus_Level": 4.191503301, + "Glucose_Level": 105.4880249, + "Potassium_Level": 3.667029861, + "Sodium_Level": 137.2210748, + "Smoking_Pack_Years": 9.64041981 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.03959832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.24237741, + "White_Blood_Cell_Count": 4.808592407, + "Platelet_Count": 363.2892358, + "Albumin_Level": 4.350402873, + "Alkaline_Phosphatase_Level": 102.234476, + "Alanine_Aminotransferase_Level": 34.90289187, + "Aspartate_Aminotransferase_Level": 23.30154347, + "Creatinine_Level": 0.768239374, + "LDH_Level": 102.4198008, + "Calcium_Level": 9.623901425, + "Phosphorus_Level": 2.715665866, + "Glucose_Level": 82.1825629, + "Potassium_Level": 3.848866827, + "Sodium_Level": 139.0858805, + "Smoking_Pack_Years": 14.65096105 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.335022, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.06574797, + "White_Blood_Cell_Count": 8.556600578, + "Platelet_Count": 383.1421982, + "Albumin_Level": 4.804008112, + "Alkaline_Phosphatase_Level": 41.26162736, + "Alanine_Aminotransferase_Level": 14.06126859, + "Aspartate_Aminotransferase_Level": 12.67979998, + "Creatinine_Level": 1.08331683, + "LDH_Level": 105.5902853, + "Calcium_Level": 9.455932839, + "Phosphorus_Level": 4.779401271, + "Glucose_Level": 84.0181721, + "Potassium_Level": 4.572250168, + "Sodium_Level": 138.4667881, + "Smoking_Pack_Years": 37.43726734 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.58134956, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.37820893, + "White_Blood_Cell_Count": 9.104696247, + "Platelet_Count": 262.7770771, + "Albumin_Level": 3.305457289, + "Alkaline_Phosphatase_Level": 108.5061071, + "Alanine_Aminotransferase_Level": 19.97094911, + "Aspartate_Aminotransferase_Level": 30.27181796, + "Creatinine_Level": 0.845083108, + "LDH_Level": 181.0540384, + "Calcium_Level": 8.705096944, + "Phosphorus_Level": 4.483820662, + "Glucose_Level": 115.8058432, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 16.11126044, + "Aspartate_Aminotransferase_Level": 31.38418531, + "Creatinine_Level": 1.338504574, + "LDH_Level": 203.2033611, + "Calcium_Level": 8.201570923, + "Phosphorus_Level": 3.047043327, + "Glucose_Level": 117.2566016, + "Potassium_Level": 4.633529082, + "Sodium_Level": 141.7751264, + "Smoking_Pack_Years": 43.91886237 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.46721633, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.66613703, + "White_Blood_Cell_Count": 9.271778588, + "Platelet_Count": 352.3374531, + "Albumin_Level": 3.577162614, + "Alkaline_Phosphatase_Level": 84.77832891, + "Alanine_Aminotransferase_Level": 15.57747845, + "Aspartate_Aminotransferase_Level": 43.82300663, + "Creatinine_Level": 1.021814158, + "LDH_Level": 128.1522727, + "Calcium_Level": 8.115181106, + "Phosphorus_Level": 4.0856598, + "Glucose_Level": 78.73765416, + "Potassium_Level": 4.946165584, + "Sodium_Level": 138.191654, + "Smoking_Pack_Years": 33.92424827 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.40108991, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.60103953, + "White_Blood_Cell_Count": 6.658213041, + "Platelet_Count": 365.4190084, + "Albumin_Level": 3.489358811, + "Alkaline_Phosphatase_Level": 50.29043062, + "Alanine_Aminotransferase_Level": 27.45221282, + "Aspartate_Aminotransferase_Level": 44.79589308, + "Creatinine_Level": 0.699389714, + "LDH_Level": 111.548811, + "Calcium_Level": 8.643176714, + "Phosphorus_Level": 3.411499064, + "Glucose_Level": 125.0171773, + "Potassium_Level": 4.061305229, + "Sodium_Level": 143.4331471, + "Smoking_Pack_Years": 80.93119234 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.01420843, + "Tumor_Location": 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"Glucose_Level": 80.44664766, + "Potassium_Level": 3.692314908, + "Sodium_Level": 136.8588215, + "Smoking_Pack_Years": 44.85295785 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.5713326, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.96339911, + "White_Blood_Cell_Count": 7.490491544, + "Platelet_Count": 325.0155431, + "Albumin_Level": 4.776335552, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.65959687, + "White_Blood_Cell_Count": 3.541147289, + "Platelet_Count": 150.7122576, + "Albumin_Level": 3.883321831, + "Alkaline_Phosphatase_Level": 109.1462962, + "Alanine_Aminotransferase_Level": 6.818636311, + "Aspartate_Aminotransferase_Level": 38.92394991, + "Creatinine_Level": 0.804436581, + "LDH_Level": 199.4569447, + "Calcium_Level": 9.562084069, + "Phosphorus_Level": 3.870215633, + "Glucose_Level": 147.4451641, + "Potassium_Level": 4.015229858, + "Sodium_Level": 143.2495455, + "Smoking_Pack_Years": 43.40937189 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.58549904, + "White_Blood_Cell_Count": 8.347271055, + "Platelet_Count": 377.4080819, + "Albumin_Level": 4.327700152, + "Alkaline_Phosphatase_Level": 43.20727352, + "Alanine_Aminotransferase_Level": 16.77921341, + "Aspartate_Aminotransferase_Level": 34.42312884, + "Creatinine_Level": 1.036424011, + "LDH_Level": 238.0036468, + "Calcium_Level": 8.787237335, + "Phosphorus_Level": 4.313293597, + "Glucose_Level": 77.33687285, + "Potassium_Level": 4.229248336, + "Sodium_Level": 136.6878955, + "Smoking_Pack_Years": 94.39351986 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.13390054, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.56551354, + "White_Blood_Cell_Count": 4.110008143, + "Platelet_Count": 430.3367492, + "Albumin_Level": 4.42186849, + "Alkaline_Phosphatase_Level": 66.55279364, + "Alanine_Aminotransferase_Level": 15.25637992, + "Aspartate_Aminotransferase_Level": 12.19596772, + "Creatinine_Level": 1.234573112, + "LDH_Level": 237.2255281, + "Calcium_Level": 8.053569756, + "Phosphorus_Level": 4.384347676, + "Glucose_Level": 132.3560688, + "Potassium_Level": 4.071340335, + "Sodium_Level": 144.4923762, + "Smoking_Pack_Years": 51.78111014 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.44260192, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.6361359, + "White_Blood_Cell_Count": 3.88994713, + "Platelet_Count": 186.8064875, + "Albumin_Level": 3.098107641, + "Alkaline_Phosphatase_Level": 94.98262506, + "Alanine_Aminotransferase_Level": 28.79654863, + "Aspartate_Aminotransferase_Level": 11.33988121, + "Creatinine_Level": 0.67118283, + "LDH_Level": 159.0799654, + "Calcium_Level": 8.027850257, + "Phosphorus_Level": 2.535224453, + "Glucose_Level": 148.8544786, + "Potassium_Level": 4.540786572, + "Sodium_Level": 136.8317178, + "Smoking_Pack_Years": 14.47205678 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.01284175, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.0532524, + "White_Blood_Cell_Count": 8.582001102, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.20268016, + "White_Blood_Cell_Count": 7.337132768, + "Platelet_Count": 221.4055569, + "Albumin_Level": 3.144292756, + "Alkaline_Phosphatase_Level": 70.86359446, + "Alanine_Aminotransferase_Level": 11.76700227, + "Aspartate_Aminotransferase_Level": 30.25521769, + "Creatinine_Level": 1.417385431, + "LDH_Level": 149.0547481, + "Calcium_Level": 8.317071579, + "Phosphorus_Level": 4.485145417, + "Glucose_Level": 71.17811913, + "Potassium_Level": 4.42135456, + "Sodium_Level": 142.3792176, + "Smoking_Pack_Years": 4.91377896 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.88171228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.67767571, + "White_Blood_Cell_Count": 5.636843432, + "Platelet_Count": 164.1609764, + "Albumin_Level": 3.07440446, + "Alkaline_Phosphatase_Level": 92.707581, + "Alanine_Aminotransferase_Level": 10.27660226, + "Aspartate_Aminotransferase_Level": 10.41136502, + "Creatinine_Level": 1.262846237, + "LDH_Level": 167.9088972, + "Calcium_Level": 8.301439223, + "Phosphorus_Level": 4.270656469, + "Glucose_Level": 75.25853077, + "Potassium_Level": 4.907402324, + "Sodium_Level": 144.5230546, + "Smoking_Pack_Years": 69.33286954 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.82836708, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.24635592, + "White_Blood_Cell_Count": 4.144223026, + "Platelet_Count": 252.0410572, + "Albumin_Level": 4.086345995, + "Alkaline_Phosphatase_Level": 112.7014618, + "Alanine_Aminotransferase_Level": 19.99484146, + "Aspartate_Aminotransferase_Level": 30.94405504, + "Creatinine_Level": 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"Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.27933027, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.6197307, + "White_Blood_Cell_Count": 8.322501007, + "Platelet_Count": 406.0651785, + "Albumin_Level": 4.901794056, + "Alkaline_Phosphatase_Level": 42.00838634, + "Alanine_Aminotransferase_Level": 15.0300745, + "Aspartate_Aminotransferase_Level": 41.95715384, + "Creatinine_Level": 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"Creatinine_Level": 1.443576676, + "LDH_Level": 190.1976495, + "Calcium_Level": 9.008845499, + "Phosphorus_Level": 4.551326069, + "Glucose_Level": 95.11036267, + "Potassium_Level": 3.767674178, + "Sodium_Level": 139.166748, + "Smoking_Pack_Years": 88.40210753 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.35340175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.54433155, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.334515, + "White_Blood_Cell_Count": 8.081495191, + "Platelet_Count": 361.3594296, + "Albumin_Level": 4.247916925, + "Alkaline_Phosphatase_Level": 103.4341338, + "Alanine_Aminotransferase_Level": 9.787682352, + "Aspartate_Aminotransferase_Level": 42.968911, + "Creatinine_Level": 1.219547595, + "LDH_Level": 124.3307645, + "Calcium_Level": 9.080933317, + "Phosphorus_Level": 4.720786723, + "Glucose_Level": 73.51094585, + "Potassium_Level": 4.087250845, + "Sodium_Level": 138.1188637, + "Smoking_Pack_Years": 76.28923786 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.38022436, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.04484821, + "White_Blood_Cell_Count": 4.363036336, + "Platelet_Count": 436.7197161, + "Albumin_Level": 4.955390008, + "Alkaline_Phosphatase_Level": 38.69325932, + "Alanine_Aminotransferase_Level": 15.39969908, + "Aspartate_Aminotransferase_Level": 11.59101724, + "Creatinine_Level": 1.441282107, + "LDH_Level": 227.4383292, + "Calcium_Level": 10.11963607, + "Phosphorus_Level": 4.081949269, + "Glucose_Level": 149.1062411, + "Potassium_Level": 4.336114873, + "Sodium_Level": 144.3763958, + "Smoking_Pack_Years": 93.79174054 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.71606502, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.12310011, + "White_Blood_Cell_Count": 4.106012506, + "Platelet_Count": 208.0825884, + "Albumin_Level": 4.365517715, + "Alkaline_Phosphatase_Level": 37.56113892, + "Alanine_Aminotransferase_Level": 29.27964356, + "Aspartate_Aminotransferase_Level": 41.82563609, + "Creatinine_Level": 1.084613571, + "LDH_Level": 117.5616009, + "Calcium_Level": 9.439380888, + "Phosphorus_Level": 3.426225962, + "Glucose_Level": 120.1020122, + "Potassium_Level": 3.890652764, + "Sodium_Level": 135.8881848, + "Smoking_Pack_Years": 83.39332505 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.56351932, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.95974761, + "White_Blood_Cell_Count": 9.220394141, + "Platelet_Count": 409.1586414, + "Albumin_Level": 3.391699246, + "Alkaline_Phosphatase_Level": 78.61890046, + "Alanine_Aminotransferase_Level": 9.755592148, + "Aspartate_Aminotransferase_Level": 16.53887178, + "Creatinine_Level": 1.215540909, + "LDH_Level": 105.0732394, + "Calcium_Level": 8.643936965, + "Phosphorus_Level": 4.584973431, + "Glucose_Level": 83.84880316, + "Potassium_Level": 3.65172561, + "Sodium_Level": 141.3157202, + "Smoking_Pack_Years": 69.88926419 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.83865364, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.90868634, + "White_Blood_Cell_Count": 8.251453523, + "Platelet_Count": 308.6679264, + "Albumin_Level": 3.247846151, + "Alkaline_Phosphatase_Level": 52.8814412, + "Alanine_Aminotransferase_Level": 21.44315634, + "Aspartate_Aminotransferase_Level": 29.7793768, + "Creatinine_Level": 0.543164457, + "LDH_Level": 241.6257299, + "Calcium_Level": 8.399889946, + "Phosphorus_Level": 2.60407154, + "Glucose_Level": 137.3587518, + "Potassium_Level": 4.119985498, + "Sodium_Level": 140.8212187, + "Smoking_Pack_Years": 85.53444238 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.822629, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.05633832, + "White_Blood_Cell_Count": 3.87301807, + "Platelet_Count": 160.4457422, + "Albumin_Level": 3.563208734, + "Alkaline_Phosphatase_Level": 41.50911938, + "Alanine_Aminotransferase_Level": 15.9321985, + "Aspartate_Aminotransferase_Level": 47.39738049, + "Creatinine_Level": 1.137836625, + "LDH_Level": 248.3157858, + "Calcium_Level": 8.366077085, + "Phosphorus_Level": 4.169139272, + "Glucose_Level": 142.9294454, + "Potassium_Level": 4.201180858, 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"Aspartate_Aminotransferase_Level": 40.89084432, + "Creatinine_Level": 1.040011577, + "LDH_Level": 208.336227, + "Calcium_Level": 10.49572749, + "Phosphorus_Level": 4.89578238, + "Glucose_Level": 71.65884647, + "Potassium_Level": 4.281731156, + "Sodium_Level": 142.761297, + "Smoking_Pack_Years": 48.4394662 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.84149396, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 89, + 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"Potassium_Level": 3.956625962, + "Sodium_Level": 139.5016465, + "Smoking_Pack_Years": 51.09125835 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.04068376, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.3117602, + "White_Blood_Cell_Count": 3.943302305, + "Platelet_Count": 246.9766784, + "Albumin_Level": 4.000976153, + "Alkaline_Phosphatase_Level": 109.326762, + "Alanine_Aminotransferase_Level": 11.16027593, + "Aspartate_Aminotransferase_Level": 47.47514715, + "Creatinine_Level": 0.823493584, + "LDH_Level": 105.5433664, + "Calcium_Level": 10.43390734, + "Phosphorus_Level": 4.091520159, + "Glucose_Level": 104.5216556, + "Potassium_Level": 4.893834075, + "Sodium_Level": 138.8984084, + "Smoking_Pack_Years": 76.44919513 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.61488994, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.53681573, + "White_Blood_Cell_Count": 9.998874757, + "Platelet_Count": 233.7149491, + "Albumin_Level": 3.032449007, + "Alkaline_Phosphatase_Level": 50.5792348, + "Alanine_Aminotransferase_Level": 36.06567722, + "Aspartate_Aminotransferase_Level": 29.66033061, + "Creatinine_Level": 1.337113608, + "LDH_Level": 244.0048689, + "Calcium_Level": 8.206804047, + "Phosphorus_Level": 4.97489813, + "Glucose_Level": 75.64004584, + "Potassium_Level": 4.685549595, + "Sodium_Level": 141.4453113, + "Smoking_Pack_Years": 11.74245372 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.4698802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.76795925, + "White_Blood_Cell_Count": 9.903929466, + "Platelet_Count": 221.2461349, + "Albumin_Level": 3.247727667, + "Alkaline_Phosphatase_Level": 115.5817745, + "Alanine_Aminotransferase_Level": 11.93540574, + "Aspartate_Aminotransferase_Level": 24.59236559, + "Creatinine_Level": 0.818615973, + "LDH_Level": 151.7522719, + "Calcium_Level": 10.01715589, + "Phosphorus_Level": 3.168746683, + "Glucose_Level": 81.59386233, + "Potassium_Level": 4.462367016, + "Sodium_Level": 135.1488394, + "Smoking_Pack_Years": 34.23245347 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.69650857, + "Tumor_Location": 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87.71405392, + "Alanine_Aminotransferase_Level": 8.288207642, + "Aspartate_Aminotransferase_Level": 18.34109379, + "Creatinine_Level": 0.500207198, + "LDH_Level": 149.1991293, + "Calcium_Level": 8.766804298, + "Phosphorus_Level": 2.953598913, + "Glucose_Level": 147.1609433, + "Potassium_Level": 4.535642155, + "Sodium_Level": 136.6491146, + "Smoking_Pack_Years": 71.41887225 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.22635552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.23505629, + "White_Blood_Cell_Count": 5.685915726, + "Platelet_Count": 447.6191854, + "Albumin_Level": 3.650857488, + "Alkaline_Phosphatase_Level": 45.65475723, + "Alanine_Aminotransferase_Level": 24.77775355, + "Aspartate_Aminotransferase_Level": 34.17261072, + "Creatinine_Level": 0.852782257, + "LDH_Level": 216.9609431, + "Calcium_Level": 8.141317964, + "Phosphorus_Level": 2.535317386, + "Glucose_Level": 114.6974774, + "Potassium_Level": 4.79358983, + "Sodium_Level": 137.2288955, + "Smoking_Pack_Years": 0.758817272 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.79494159, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.03207278, + "White_Blood_Cell_Count": 7.998678099, + "Platelet_Count": 158.6734282, + "Albumin_Level": 4.149647751, + "Alkaline_Phosphatase_Level": 30.47036564, + "Alanine_Aminotransferase_Level": 15.45520128, + "Aspartate_Aminotransferase_Level": 47.32584621, + "Creatinine_Level": 1.054287018, + "LDH_Level": 235.7031392, + "Calcium_Level": 8.630753993, + 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123.539156, + "Calcium_Level": 8.584046989, + "Phosphorus_Level": 4.047268218, + "Glucose_Level": 96.94671126, + "Potassium_Level": 3.582790531, + "Sodium_Level": 136.7161086, + "Smoking_Pack_Years": 39.26821182 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.51587181, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.94312484, + "White_Blood_Cell_Count": 8.787907796, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.80746138, + "White_Blood_Cell_Count": 8.168374782, + "Platelet_Count": 188.9885342, + "Albumin_Level": 3.754783255, + "Alkaline_Phosphatase_Level": 48.80575079, + "Alanine_Aminotransferase_Level": 24.54709059, + "Aspartate_Aminotransferase_Level": 35.22757454, + "Creatinine_Level": 1.42189731, + "LDH_Level": 210.589442, + "Calcium_Level": 10.2507311, + "Phosphorus_Level": 2.874126584, + "Glucose_Level": 85.83112619, + "Potassium_Level": 4.911790692, + "Sodium_Level": 142.9469064, + "Smoking_Pack_Years": 63.27700288 + }, + { + "Age": 79, + "Gender": "Female", 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182.8551992, + "Calcium_Level": 9.593563915, + "Phosphorus_Level": 3.017000266, + "Glucose_Level": 72.30466939, + "Potassium_Level": 3.542272008, + "Sodium_Level": 135.1678621, + "Smoking_Pack_Years": 56.94972483 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.63061762, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.42005277, + "White_Blood_Cell_Count": 6.792968491, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.98594212, + "White_Blood_Cell_Count": 5.470999759, + "Platelet_Count": 202.5107535, + "Albumin_Level": 4.457576022, + "Alkaline_Phosphatase_Level": 77.63314993, + "Alanine_Aminotransferase_Level": 24.3084492, + "Aspartate_Aminotransferase_Level": 46.30707651, + "Creatinine_Level": 1.060323342, + "LDH_Level": 211.9766924, + "Calcium_Level": 9.274436812, + "Phosphorus_Level": 4.778605845, + "Glucose_Level": 132.4083347, + "Potassium_Level": 3.597535498, + "Sodium_Level": 142.5008787, + "Smoking_Pack_Years": 71.06272861 + }, + { + "Age": 46, + "Gender": "Male", 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229.8934532, + "Calcium_Level": 9.163313097, + "Phosphorus_Level": 3.46327734, + "Glucose_Level": 90.41540692, + "Potassium_Level": 4.499824854, + "Sodium_Level": 137.5058308, + "Smoking_Pack_Years": 96.48383703 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.39277889, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.2825714, + "White_Blood_Cell_Count": 5.849603364, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.58052653, + "White_Blood_Cell_Count": 6.254503504, + "Platelet_Count": 196.9134991, + "Albumin_Level": 4.178505324, + "Alkaline_Phosphatase_Level": 53.8332517, + "Alanine_Aminotransferase_Level": 29.45111226, + "Aspartate_Aminotransferase_Level": 14.127924, + "Creatinine_Level": 1.132672944, + "LDH_Level": 150.850234, + "Calcium_Level": 8.254945334, + "Phosphorus_Level": 4.849921878, + "Glucose_Level": 111.0701722, + "Potassium_Level": 4.942383586, + "Sodium_Level": 138.0003797, + "Smoking_Pack_Years": 76.05903961 + }, + { + "Age": 61, + "Gender": "Female", 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.46703569, + "White_Blood_Cell_Count": 5.926490873, + "Platelet_Count": 434.3869869, + "Albumin_Level": 3.438006992, + "Alkaline_Phosphatase_Level": 83.76356297, + "Alanine_Aminotransferase_Level": 20.25452211, + "Aspartate_Aminotransferase_Level": 17.52716121, + "Creatinine_Level": 0.991293099, + "LDH_Level": 195.8990737, + "Calcium_Level": 9.656586273, + "Phosphorus_Level": 4.682028485, + "Glucose_Level": 77.08390172, + "Potassium_Level": 4.213022354, + "Sodium_Level": 143.8523559, + "Smoking_Pack_Years": 81.19699062 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.74667312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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137.9069755, + "Smoking_Pack_Years": 42.95812295 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.77775857, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.73512123, + "White_Blood_Cell_Count": 8.804712619, + "Platelet_Count": 403.584775, + "Albumin_Level": 4.018393516, + "Alkaline_Phosphatase_Level": 60.23463626, + "Alanine_Aminotransferase_Level": 30.39804388, + "Aspartate_Aminotransferase_Level": 17.25001138, + "Creatinine_Level": 1.290994052, + "LDH_Level": 149.0454965, + "Calcium_Level": 8.71017483, + "Phosphorus_Level": 2.957015054, + "Glucose_Level": 125.5015488, + "Potassium_Level": 4.19510037, + "Sodium_Level": 139.8420592, + "Smoking_Pack_Years": 72.39935012 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.64240706, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.37825147, + "White_Blood_Cell_Count": 8.232923723, + "Platelet_Count": 338.9306727, + "Albumin_Level": 3.372438172, + "Alkaline_Phosphatase_Level": 67.23395185, + "Alanine_Aminotransferase_Level": 23.84283578, + "Aspartate_Aminotransferase_Level": 10.02634229, + "Creatinine_Level": 1.156821573, + "LDH_Level": 118.6413287, + "Calcium_Level": 10.27644702, + "Phosphorus_Level": 2.506915061, + "Glucose_Level": 116.763416, + "Potassium_Level": 3.994145145, + "Sodium_Level": 141.6254515, + "Smoking_Pack_Years": 14.70482774 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.58643934, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.63871179, + "White_Blood_Cell_Count": 6.50756947, + "Platelet_Count": 340.1817811, + "Albumin_Level": 3.626916087, + "Alkaline_Phosphatase_Level": 48.69903635, + "Alanine_Aminotransferase_Level": 34.08935082, + "Aspartate_Aminotransferase_Level": 40.04950829, + "Creatinine_Level": 0.852924982, + "LDH_Level": 167.9846946, + "Calcium_Level": 9.920029188, + "Phosphorus_Level": 3.015079528, + "Glucose_Level": 81.51969053, + "Potassium_Level": 4.032813885, + "Sodium_Level": 144.4878179, + "Smoking_Pack_Years": 41.4880696 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.86205777, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.84065266, + "White_Blood_Cell_Count": 4.755057197, + "Platelet_Count": 241.4001403, + "Albumin_Level": 4.168477579, + "Alkaline_Phosphatase_Level": 89.99135152, + "Alanine_Aminotransferase_Level": 14.01786897, + "Aspartate_Aminotransferase_Level": 21.13616166, + "Creatinine_Level": 1.263813838, + "LDH_Level": 140.8839776, + "Calcium_Level": 10.15586621, + "Phosphorus_Level": 4.638951372, + "Glucose_Level": 126.4840789, + "Potassium_Level": 4.179878165, + "Sodium_Level": 140.403004, + "Smoking_Pack_Years": 17.84177843 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.62028132, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.14887719, + "White_Blood_Cell_Count": 4.631697006, + "Platelet_Count": 392.6505694, + "Albumin_Level": 3.494597637, + "Alkaline_Phosphatase_Level": 76.6340513, + "Alanine_Aminotransferase_Level": 26.00720234, + "Aspartate_Aminotransferase_Level": 23.24054722, + "Creatinine_Level": 0.956548559, + "LDH_Level": 220.7011583, + "Calcium_Level": 9.517859783, + "Phosphorus_Level": 3.74254766, + "Glucose_Level": 97.0003197, + "Potassium_Level": 3.848947099, + "Sodium_Level": 141.4512709, + "Smoking_Pack_Years": 7.372914627 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.84920957, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.22041819, + "White_Blood_Cell_Count": 7.274728206, + "Platelet_Count": 427.7466646, + "Albumin_Level": 4.842150723, + "Alkaline_Phosphatase_Level": 32.38163004, + "Alanine_Aminotransferase_Level": 37.57690267, + "Aspartate_Aminotransferase_Level": 32.90895924, + "Creatinine_Level": 1.266755073, + "LDH_Level": 237.1188405, + "Calcium_Level": 8.508222311, + "Phosphorus_Level": 3.247566897, + "Glucose_Level": 119.9154053, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.1707805, + "White_Blood_Cell_Count": 8.745387147, + "Platelet_Count": 364.9962999, + "Albumin_Level": 3.184142725, + "Alkaline_Phosphatase_Level": 67.64182266, + "Alanine_Aminotransferase_Level": 26.26769965, + "Aspartate_Aminotransferase_Level": 48.75594756, + "Creatinine_Level": 0.645218479, + "LDH_Level": 184.2911309, + "Calcium_Level": 8.853133803, + "Phosphorus_Level": 3.056602789, + "Glucose_Level": 106.7933172, + "Potassium_Level": 3.919806275, + "Sodium_Level": 139.0509864, + "Smoking_Pack_Years": 44.45668151 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.94429575, + "Tumor_Location": "Upper 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"Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.20122227, + "White_Blood_Cell_Count": 8.248484735, + "Platelet_Count": 373.0188509, + "Albumin_Level": 4.409634697, + "Alkaline_Phosphatase_Level": 94.31840212, + "Alanine_Aminotransferase_Level": 18.49034907, + "Aspartate_Aminotransferase_Level": 49.23530327, + "Creatinine_Level": 1.305011313, + "LDH_Level": 177.6366203, + "Calcium_Level": 9.244709208, + "Phosphorus_Level": 4.324447245, + "Glucose_Level": 87.64463355, + "Potassium_Level": 4.961256959, + "Sodium_Level": 139.5762901, + "Smoking_Pack_Years": 8.867685044 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.03235129, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.54067305, + "White_Blood_Cell_Count": 6.494370986, + "Platelet_Count": 205.6199642, + "Albumin_Level": 3.688291289, + "Alkaline_Phosphatase_Level": 95.27195619, + "Alanine_Aminotransferase_Level": 27.8902895, + "Aspartate_Aminotransferase_Level": 42.91886812, + "Creatinine_Level": 1.304125314, + "LDH_Level": 137.4245712, + "Calcium_Level": 9.808819779, + "Phosphorus_Level": 3.695330162, + "Glucose_Level": 70.57799814, + "Potassium_Level": 4.437592141, + "Sodium_Level": 137.9960538, + "Smoking_Pack_Years": 26.53752805 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.45986571, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.10720116, + "White_Blood_Cell_Count": 9.13345492, + "Platelet_Count": 183.9542877, + "Albumin_Level": 4.442346249, + "Alkaline_Phosphatase_Level": 47.68087967, + "Alanine_Aminotransferase_Level": 27.07205717, + "Aspartate_Aminotransferase_Level": 14.13589762, + "Creatinine_Level": 0.796988057, + "LDH_Level": 189.6397743, + "Calcium_Level": 8.469097478, + "Phosphorus_Level": 2.763229778, + "Glucose_Level": 137.5703738, + "Potassium_Level": 4.61401546, + "Sodium_Level": 137.2893678, + "Smoking_Pack_Years": 60.64837636 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.22919328, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.62469476, + "White_Blood_Cell_Count": 8.055474996, + "Platelet_Count": 404.1550916, + "Albumin_Level": 4.987395003, + "Alkaline_Phosphatase_Level": 75.37597645, + "Alanine_Aminotransferase_Level": 30.57156502, + "Aspartate_Aminotransferase_Level": 16.94414852, + "Creatinine_Level": 0.959505027, + "LDH_Level": 214.5621458, + "Calcium_Level": 9.063193837, + "Phosphorus_Level": 3.199244504, + "Glucose_Level": 123.9659028, + "Potassium_Level": 3.932496387, + "Sodium_Level": 140.0203357, + "Smoking_Pack_Years": 58.16294681 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.48666721, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.58912244, + "White_Blood_Cell_Count": 6.3541411, + "Platelet_Count": 221.8338288, + "Albumin_Level": 4.744264535, + "Alkaline_Phosphatase_Level": 65.19985793, + "Alanine_Aminotransferase_Level": 21.81874779, + "Aspartate_Aminotransferase_Level": 24.02188227, + "Creatinine_Level": 1.124103818, + "LDH_Level": 105.5077575, + "Calcium_Level": 8.037669703, + "Phosphorus_Level": 3.854809038, + "Glucose_Level": 80.94573608, + "Potassium_Level": 4.003686247, + "Sodium_Level": 140.5611016, + "Smoking_Pack_Years": 80.8981229 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.16662064, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.41888441, + "White_Blood_Cell_Count": 4.036954302, + "Platelet_Count": 239.6279152, + "Albumin_Level": 3.395848586, + "Alkaline_Phosphatase_Level": 106.6023301, + "Alanine_Aminotransferase_Level": 26.70369933, + "Aspartate_Aminotransferase_Level": 35.58559476, + "Creatinine_Level": 1.122355859, + "LDH_Level": 119.9972346, + "Calcium_Level": 9.820122836, + "Phosphorus_Level": 4.77018163, + "Glucose_Level": 91.31687695, + "Potassium_Level": 3.875067836, + "Sodium_Level": 143.5356729, + "Smoking_Pack_Years": 73.79328432 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.25325474, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.98427882, + "White_Blood_Cell_Count": 9.616827807, + "Platelet_Count": 377.8922341, + "Albumin_Level": 4.118006544, + "Alkaline_Phosphatase_Level": 107.7600682, + "Alanine_Aminotransferase_Level": 37.64808041, + "Aspartate_Aminotransferase_Level": 21.60178282, + "Creatinine_Level": 0.784463015, + "LDH_Level": 185.7396089, + "Calcium_Level": 10.16262734, + "Phosphorus_Level": 3.958410935, + 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36.53519611, + "Alanine_Aminotransferase_Level": 23.90573355, + "Aspartate_Aminotransferase_Level": 28.23511397, + "Creatinine_Level": 1.221002881, + "LDH_Level": 156.7887237, + "Calcium_Level": 9.73924835, + "Phosphorus_Level": 2.800717437, + "Glucose_Level": 117.5177165, + "Potassium_Level": 4.465250493, + "Sodium_Level": 138.4525943, + "Smoking_Pack_Years": 74.98728454 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.22289766, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.6738871, + "White_Blood_Cell_Count": 7.1199023, + "Platelet_Count": 394.8788852, + "Albumin_Level": 3.744011639, + "Alkaline_Phosphatase_Level": 55.51508819, + "Alanine_Aminotransferase_Level": 34.18916227, + "Aspartate_Aminotransferase_Level": 20.83680617, + "Creatinine_Level": 0.69500079, + "LDH_Level": 175.6050886, + "Calcium_Level": 8.124626326, + "Phosphorus_Level": 3.648438917, + "Glucose_Level": 140.3137184, + "Potassium_Level": 4.920764967, + "Sodium_Level": 135.7324843, + "Smoking_Pack_Years": 96.3228224 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.66203868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.87804788, + "White_Blood_Cell_Count": 8.47906504, + "Platelet_Count": 202.6286449, + "Albumin_Level": 4.058471135, + "Alkaline_Phosphatase_Level": 56.20879723, + "Alanine_Aminotransferase_Level": 39.00440084, + "Aspartate_Aminotransferase_Level": 47.73649121, + "Creatinine_Level": 1.318434525, + "LDH_Level": 229.7831693, + "Calcium_Level": 8.060614938, + "Phosphorus_Level": 3.492470389, + "Glucose_Level": 133.3638244, + "Potassium_Level": 4.499249365, + "Sodium_Level": 143.3166794, + "Smoking_Pack_Years": 93.21278616 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.56617076, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.8003509, + "White_Blood_Cell_Count": 3.876822467, + "Platelet_Count": 275.8021924, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.85131038, + "White_Blood_Cell_Count": 7.554255794, + "Platelet_Count": 401.4341541, + "Albumin_Level": 3.513633478, + "Alkaline_Phosphatase_Level": 40.01727611, + "Alanine_Aminotransferase_Level": 5.758220027, + "Aspartate_Aminotransferase_Level": 34.73424007, + "Creatinine_Level": 0.885510184, + "LDH_Level": 164.7863956, + "Calcium_Level": 9.738479759, + "Phosphorus_Level": 3.636741014, + "Glucose_Level": 87.56182143, + "Potassium_Level": 3.958913762, + "Sodium_Level": 139.9532214, + "Smoking_Pack_Years": 36.71876748 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.77874006, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.02731114, + "White_Blood_Cell_Count": 9.576722485, + "Platelet_Count": 434.2007423, + "Albumin_Level": 4.60687077, + "Alkaline_Phosphatase_Level": 68.3190339, + "Alanine_Aminotransferase_Level": 31.05277479, + "Aspartate_Aminotransferase_Level": 37.8966656, + "Creatinine_Level": 0.544388448, + "LDH_Level": 209.0230105, + 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"Albumin_Level": 3.923283128, + "Alkaline_Phosphatase_Level": 100.8131848, + "Alanine_Aminotransferase_Level": 6.625491595, + "Aspartate_Aminotransferase_Level": 31.07057432, + "Creatinine_Level": 0.663691471, + "LDH_Level": 249.072029, + "Calcium_Level": 10.27130745, + "Phosphorus_Level": 2.820393302, + "Glucose_Level": 72.87022156, + "Potassium_Level": 4.638298114, + "Sodium_Level": 136.0204544, + "Smoking_Pack_Years": 44.78808367 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.59605802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.82773808, + "White_Blood_Cell_Count": 3.874007054, + "Platelet_Count": 285.5523804, + "Albumin_Level": 4.600177681, + "Alkaline_Phosphatase_Level": 103.0159946, + "Alanine_Aminotransferase_Level": 37.33646445, + "Aspartate_Aminotransferase_Level": 42.00123268, + "Creatinine_Level": 1.329288357, + "LDH_Level": 164.5191388, + "Calcium_Level": 8.550542651, + "Phosphorus_Level": 2.973862067, + "Glucose_Level": 96.15795388, + "Potassium_Level": 3.505682663, + "Sodium_Level": 139.8970416, + "Smoking_Pack_Years": 62.04231958 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.21968801, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.14498268, + "White_Blood_Cell_Count": 6.297120413, + "Platelet_Count": 426.1990043, + "Albumin_Level": 4.756426007, + "Alkaline_Phosphatase_Level": 49.03708177, + "Alanine_Aminotransferase_Level": 23.84428859, + "Aspartate_Aminotransferase_Level": 34.34738513, + "Creatinine_Level": 1.197884422, + "LDH_Level": 177.1781159, + "Calcium_Level": 10.46615565, + "Phosphorus_Level": 3.695630137, + "Glucose_Level": 75.80042747, + "Potassium_Level": 4.109760362, + "Sodium_Level": 140.8697471, + "Smoking_Pack_Years": 90.25916534 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.2247651, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.98759857, + "White_Blood_Cell_Count": 7.026500565, + "Platelet_Count": 245.8870399, + "Albumin_Level": 4.552095577, + "Alkaline_Phosphatase_Level": 67.32529229, + "Alanine_Aminotransferase_Level": 35.92224969, + "Aspartate_Aminotransferase_Level": 18.86510684, + "Creatinine_Level": 1.07713709, + "LDH_Level": 219.689328, + "Calcium_Level": 9.526716392, + "Phosphorus_Level": 3.448268109, + "Glucose_Level": 96.9353636, + "Potassium_Level": 4.576572015, + "Sodium_Level": 142.6009954, + "Smoking_Pack_Years": 1.795303042 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.04436533, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.80614012, + "White_Blood_Cell_Count": 5.647762651, + 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"Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.78629602, + "White_Blood_Cell_Count": 6.581170321, + "Platelet_Count": 176.2110691, + "Albumin_Level": 4.369972343, + "Alkaline_Phosphatase_Level": 84.06235917, + "Alanine_Aminotransferase_Level": 37.00279256, + "Aspartate_Aminotransferase_Level": 12.52376345, + "Creatinine_Level": 0.601963165, + "LDH_Level": 209.5635808, + "Calcium_Level": 8.165615656, + "Phosphorus_Level": 3.794505461, + "Glucose_Level": 70.53887009, + "Potassium_Level": 4.586424622, + "Sodium_Level": 141.7012515, + "Smoking_Pack_Years": 64.0305526 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.74064889, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.30237359, + "White_Blood_Cell_Count": 7.942650923, + "Platelet_Count": 151.4763874, + "Albumin_Level": 3.71074062, + "Alkaline_Phosphatase_Level": 110.321831, + "Alanine_Aminotransferase_Level": 14.49645361, + "Aspartate_Aminotransferase_Level": 21.57702732, + "Creatinine_Level": 0.511096733, + "LDH_Level": 242.5377697, + "Calcium_Level": 10.01959065, + "Phosphorus_Level": 2.508589691, + "Glucose_Level": 127.8918748, + "Potassium_Level": 4.556439131, + "Sodium_Level": 143.8423615, + "Smoking_Pack_Years": 83.07098433 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.50641869, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.22516586, + "White_Blood_Cell_Count": 4.769202196, + "Platelet_Count": 340.7286001, + "Albumin_Level": 3.126542918, + "Alkaline_Phosphatase_Level": 89.77520636, + "Alanine_Aminotransferase_Level": 14.84580656, + "Aspartate_Aminotransferase_Level": 28.38100048, + "Creatinine_Level": 0.907564879, + "LDH_Level": 163.1050153, + "Calcium_Level": 9.347774905, + "Phosphorus_Level": 4.401033482, + "Glucose_Level": 146.9691294, + "Potassium_Level": 4.645655647, + "Sodium_Level": 141.2973461, + "Smoking_Pack_Years": 70.84565177 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.6678374, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.66022618, + "White_Blood_Cell_Count": 7.34089515, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.32558159, + "White_Blood_Cell_Count": 9.481020203, + "Platelet_Count": 406.8258639, + "Albumin_Level": 3.884778613, + "Alkaline_Phosphatase_Level": 74.45566575, + "Alanine_Aminotransferase_Level": 9.36837859, + "Aspartate_Aminotransferase_Level": 20.95423777, + "Creatinine_Level": 1.487564465, + "LDH_Level": 199.9579461, + "Calcium_Level": 8.170101233, + "Phosphorus_Level": 2.760607645, + "Glucose_Level": 93.87898578, + "Potassium_Level": 3.523753841, + "Sodium_Level": 144.515085, + "Smoking_Pack_Years": 27.00318803 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.4957864, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.1238319, + "White_Blood_Cell_Count": 6.650836698, + "Platelet_Count": 249.9158401, + "Albumin_Level": 3.802711016, + "Alkaline_Phosphatase_Level": 32.81009636, + "Alanine_Aminotransferase_Level": 27.97440932, + "Aspartate_Aminotransferase_Level": 45.53979383, + "Creatinine_Level": 1.365588092, + "LDH_Level": 174.0423121, + "Calcium_Level": 10.1548261, + "Phosphorus_Level": 2.831271778, + "Glucose_Level": 134.4920649, + "Potassium_Level": 4.362665433, + "Sodium_Level": 143.1040122, + "Smoking_Pack_Years": 58.45987906 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.49153877, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.53439524, + "White_Blood_Cell_Count": 6.486052211, + "Platelet_Count": 421.5093293, + "Albumin_Level": 3.755130441, + "Alkaline_Phosphatase_Level": 86.86793023, + "Alanine_Aminotransferase_Level": 26.70566603, + "Aspartate_Aminotransferase_Level": 48.57204515, + "Creatinine_Level": 1.363319234, + "LDH_Level": 140.9042957, + "Calcium_Level": 8.445089299, + "Phosphorus_Level": 4.698253266, + "Glucose_Level": 74.73064766, + "Potassium_Level": 4.620728331, + "Sodium_Level": 143.6525938, + "Smoking_Pack_Years": 80.50228433 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.79671395, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.42831165, + "White_Blood_Cell_Count": 9.593112099, + "Platelet_Count": 254.2335709, + "Albumin_Level": 3.804414203, + "Alkaline_Phosphatase_Level": 44.1450218, + "Alanine_Aminotransferase_Level": 22.69382735, + "Aspartate_Aminotransferase_Level": 19.78760023, + "Creatinine_Level": 1.03963291, + "LDH_Level": 129.0341434, + "Calcium_Level": 9.543421413, + "Phosphorus_Level": 4.000422078, + "Glucose_Level": 146.38222, + "Potassium_Level": 3.704359545, + "Sodium_Level": 137.3682429, + "Smoking_Pack_Years": 78.14827841 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.86291565, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.29708437, + "White_Blood_Cell_Count": 7.846302753, + "Platelet_Count": 416.0848808, + "Albumin_Level": 4.009044639, + "Alkaline_Phosphatase_Level": 35.08188248, + "Alanine_Aminotransferase_Level": 31.42794113, + "Aspartate_Aminotransferase_Level": 43.18014823, + "Creatinine_Level": 1.0940449, + "LDH_Level": 143.8359783, + "Calcium_Level": 8.825543252, + "Phosphorus_Level": 3.889309542, + "Glucose_Level": 102.2803793, + "Potassium_Level": 4.029615801, + "Sodium_Level": 137.7452721, + "Smoking_Pack_Years": 56.09366485 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.19597976, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.56200343, + "White_Blood_Cell_Count": 7.867910778, + "Platelet_Count": 358.3417164, + "Albumin_Level": 3.890214605, + "Alkaline_Phosphatase_Level": 93.59715993, + "Alanine_Aminotransferase_Level": 8.953772328, + "Aspartate_Aminotransferase_Level": 34.23460133, + "Creatinine_Level": 0.617780095, + "LDH_Level": 104.3495998, + "Calcium_Level": 9.737016685, + "Phosphorus_Level": 3.88179124, + "Glucose_Level": 136.7958955, + "Potassium_Level": 4.671705943, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 42.20423328, + "Creatinine_Level": 1.27510263, + "LDH_Level": 225.3651511, + "Calcium_Level": 9.79839748, + "Phosphorus_Level": 3.333398752, + "Glucose_Level": 102.1488583, + "Potassium_Level": 4.531075794, + "Sodium_Level": 143.8808741, + "Smoking_Pack_Years": 56.4225469 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.7562688, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.88661861, + "White_Blood_Cell_Count": 6.809793617, + "Platelet_Count": 407.3109673, + "Albumin_Level": 3.186588337, + "Alkaline_Phosphatase_Level": 78.48693498, + "Alanine_Aminotransferase_Level": 16.65650408, + "Aspartate_Aminotransferase_Level": 19.2208936, + "Creatinine_Level": 1.412143768, + "LDH_Level": 146.8729297, + "Calcium_Level": 9.529877562, + "Phosphorus_Level": 4.273949277, + "Glucose_Level": 71.45108233, + "Potassium_Level": 4.757676145, + "Sodium_Level": 140.0290224, + "Smoking_Pack_Years": 59.62808074 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.39731274, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.8663421, + "White_Blood_Cell_Count": 6.439883102, + "Platelet_Count": 391.4818069, + "Albumin_Level": 4.857369016, + "Alkaline_Phosphatase_Level": 52.4544217, + "Alanine_Aminotransferase_Level": 38.42093335, + "Aspartate_Aminotransferase_Level": 33.38877517, + "Creatinine_Level": 0.624894003, + "LDH_Level": 137.3110661, + "Calcium_Level": 9.643194719, + "Phosphorus_Level": 3.77280013, + "Glucose_Level": 142.3187784, + "Potassium_Level": 4.061536482, + "Sodium_Level": 141.4673643, + "Smoking_Pack_Years": 0.91963759 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.89855055, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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"Potassium_Level": 4.772794145, + "Sodium_Level": 144.8571014, + "Smoking_Pack_Years": 67.75381243 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.61479614, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.039446, + "White_Blood_Cell_Count": 9.491391101, + "Platelet_Count": 370.4394264, + "Albumin_Level": 4.559032687, + "Alkaline_Phosphatase_Level": 33.98513668, + "Alanine_Aminotransferase_Level": 14.46433107, + "Aspartate_Aminotransferase_Level": 28.05160737, + "Creatinine_Level": 0.970860788, + "LDH_Level": 217.4556705, + "Calcium_Level": 9.400874374, + "Phosphorus_Level": 4.038017867, + "Glucose_Level": 93.17516525, + "Potassium_Level": 4.003621702, + "Sodium_Level": 144.7199281, + "Smoking_Pack_Years": 74.52014023 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.7107161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.78791213, + "White_Blood_Cell_Count": 3.75359292, + "Platelet_Count": 261.9911272, + "Albumin_Level": 3.643747198, + "Alkaline_Phosphatase_Level": 84.62621175, + "Alanine_Aminotransferase_Level": 17.37994505, + "Aspartate_Aminotransferase_Level": 35.56443154, + "Creatinine_Level": 1.018318104, + "LDH_Level": 114.8645666, + "Calcium_Level": 9.818276016, + "Phosphorus_Level": 4.452457862, + "Glucose_Level": 75.04095788, + "Potassium_Level": 3.609905998, + "Sodium_Level": 138.4358632, + "Smoking_Pack_Years": 34.75330521 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.49663816, + "Tumor_Location": "Upper 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"Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.3065849, + "White_Blood_Cell_Count": 6.975029437, + "Platelet_Count": 178.8554732, + "Albumin_Level": 3.860905821, + "Alkaline_Phosphatase_Level": 71.88854969, + "Alanine_Aminotransferase_Level": 9.605148903, + "Aspartate_Aminotransferase_Level": 20.92363097, + "Creatinine_Level": 0.830372232, + "LDH_Level": 183.0729741, + "Calcium_Level": 8.190976648, + "Phosphorus_Level": 3.02510691, + "Glucose_Level": 142.3970613, + "Potassium_Level": 3.947776868, + "Sodium_Level": 137.3461028, + "Smoking_Pack_Years": 25.20305017 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.05563614, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.31279413, + "White_Blood_Cell_Count": 6.960065541, + "Platelet_Count": 358.6449803, + "Albumin_Level": 4.844280072, + "Alkaline_Phosphatase_Level": 76.63034739, + "Alanine_Aminotransferase_Level": 30.58515486, + "Aspartate_Aminotransferase_Level": 19.65218132, + "Creatinine_Level": 0.616265145, + "LDH_Level": 221.7470817, + "Calcium_Level": 10.37591995, + "Phosphorus_Level": 3.706009201, + "Glucose_Level": 137.8770066, + "Potassium_Level": 3.947384618, + "Sodium_Level": 139.1441664, + "Smoking_Pack_Years": 1.802875734 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.39568574, + "Tumor_Location": 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"Glucose_Level": 105.1905251, + "Potassium_Level": 4.590724382, + "Sodium_Level": 139.177139, + "Smoking_Pack_Years": 55.58885917 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.98652097, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.03994173, + "White_Blood_Cell_Count": 8.808567956, + "Platelet_Count": 170.6437105, + "Albumin_Level": 4.686506814, + "Alkaline_Phosphatase_Level": 70.80575582, + "Alanine_Aminotransferase_Level": 9.11758475, + "Aspartate_Aminotransferase_Level": 25.22362012, + "Creatinine_Level": 0.869651267, + "LDH_Level": 211.8043641, + "Calcium_Level": 9.479354428, + "Phosphorus_Level": 3.09809924, + "Glucose_Level": 120.2429973, + "Potassium_Level": 3.914328014, + "Sodium_Level": 144.6094634, + "Smoking_Pack_Years": 98.18814722 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.87107389, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.11416482, + "White_Blood_Cell_Count": 8.956416695, + "Platelet_Count": 245.0764214, + "Albumin_Level": 3.316560571, + "Alkaline_Phosphatase_Level": 68.50916581, + "Alanine_Aminotransferase_Level": 29.99222604, + "Aspartate_Aminotransferase_Level": 31.11637557, + "Creatinine_Level": 1.229882207, + "LDH_Level": 161.0503897, + "Calcium_Level": 10.27215898, + "Phosphorus_Level": 2.774022127, + "Glucose_Level": 82.98706835, + "Potassium_Level": 4.8518484, + "Sodium_Level": 136.719026, + "Smoking_Pack_Years": 53.31991622 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.33763484, + "White_Blood_Cell_Count": 6.616689681, + "Platelet_Count": 409.4238157, + "Albumin_Level": 4.012471701, + "Alkaline_Phosphatase_Level": 77.32422572, + "Alanine_Aminotransferase_Level": 6.567241959, + "Aspartate_Aminotransferase_Level": 40.2236546, + "Creatinine_Level": 1.322991339, + "LDH_Level": 234.8105569, + "Calcium_Level": 10.44846615, + "Phosphorus_Level": 3.563856051, + "Glucose_Level": 107.609821, + "Potassium_Level": 3.948643345, + "Sodium_Level": 141.2819703, + "Smoking_Pack_Years": 81.65932487 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former 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8.07106169, + "Phosphorus_Level": 3.442996632, + "Glucose_Level": 70.18959245, + "Potassium_Level": 3.639230774, + "Sodium_Level": 142.2983335, + "Smoking_Pack_Years": 90.32433241 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.86442849, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.50636767, + "White_Blood_Cell_Count": 9.795605649, + "Platelet_Count": 403.9739071, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.8046258, + "White_Blood_Cell_Count": 9.332144183, + "Platelet_Count": 193.469063, + "Albumin_Level": 4.083632694, + "Alkaline_Phosphatase_Level": 114.8516346, + "Alanine_Aminotransferase_Level": 25.73407505, + "Aspartate_Aminotransferase_Level": 40.2602445, + "Creatinine_Level": 1.275685553, + "LDH_Level": 219.8220175, + "Calcium_Level": 8.120597011, + "Phosphorus_Level": 3.018144735, + "Glucose_Level": 123.9050064, + "Potassium_Level": 4.15073435, + "Sodium_Level": 140.8534502, + "Smoking_Pack_Years": 25.06481592 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.16668915, + "White_Blood_Cell_Count": 9.67695926, + "Platelet_Count": 424.7922551, + "Albumin_Level": 3.03928547, + "Alkaline_Phosphatase_Level": 44.87220828, + "Alanine_Aminotransferase_Level": 29.63518883, + "Aspartate_Aminotransferase_Level": 23.93354844, + "Creatinine_Level": 0.9747962, + "LDH_Level": 178.5541036, + "Calcium_Level": 9.721383502, + "Phosphorus_Level": 4.501552599, + "Glucose_Level": 95.63435493, + "Potassium_Level": 4.243058255, + "Sodium_Level": 142.1531865, + "Smoking_Pack_Years": 19.89063135 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.30891721, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.93696336, + "White_Blood_Cell_Count": 5.548353222, + "Platelet_Count": 423.4657573, + "Albumin_Level": 3.766136757, + "Alkaline_Phosphatase_Level": 106.1710683, + "Alanine_Aminotransferase_Level": 21.81117083, + "Aspartate_Aminotransferase_Level": 10.19219687, + "Creatinine_Level": 1.387611909, + "LDH_Level": 170.892255, + "Calcium_Level": 8.124648249, + "Phosphorus_Level": 3.846430078, + "Glucose_Level": 73.82133117, + "Potassium_Level": 3.524397288, + "Sodium_Level": 143.3199487, + "Smoking_Pack_Years": 26.83136457 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.4830569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.44245448, + "White_Blood_Cell_Count": 9.916988785, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.27417529, + "White_Blood_Cell_Count": 6.169228926, + "Platelet_Count": 196.053818, + "Albumin_Level": 4.943515495, + "Alkaline_Phosphatase_Level": 84.22721618, + "Alanine_Aminotransferase_Level": 16.70583845, + "Aspartate_Aminotransferase_Level": 15.77471692, + "Creatinine_Level": 0.52972975, + "LDH_Level": 194.7981106, + "Calcium_Level": 8.967956244, + "Phosphorus_Level": 4.380055058, + "Glucose_Level": 127.4895896, + "Potassium_Level": 4.125524233, + "Sodium_Level": 144.6953509, + "Smoking_Pack_Years": 27.59899204 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.61007655, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.11197072, + "White_Blood_Cell_Count": 5.083076907, + "Platelet_Count": 312.0208716, + "Albumin_Level": 3.360587398, + "Alkaline_Phosphatase_Level": 93.06017076, + "Alanine_Aminotransferase_Level": 24.44907878, + "Aspartate_Aminotransferase_Level": 48.02346987, + "Creatinine_Level": 1.331347019, + "LDH_Level": 242.1314791, + "Calcium_Level": 8.492296692, + "Phosphorus_Level": 2.777133658, + "Glucose_Level": 145.3848023, + "Potassium_Level": 4.083615448, + "Sodium_Level": 142.2232931, + "Smoking_Pack_Years": 96.86368727 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.47578529, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.85217766, + "White_Blood_Cell_Count": 9.506249549, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.86602554, + "White_Blood_Cell_Count": 7.078828851, + "Platelet_Count": 188.8560804, + "Albumin_Level": 3.527113852, + "Alkaline_Phosphatase_Level": 31.34469713, + "Alanine_Aminotransferase_Level": 17.49909976, + "Aspartate_Aminotransferase_Level": 16.68218516, + "Creatinine_Level": 1.370367783, + "LDH_Level": 144.0261158, + "Calcium_Level": 9.304643523, + "Phosphorus_Level": 3.936176071, + "Glucose_Level": 85.15636067, + "Potassium_Level": 4.514963448, + "Sodium_Level": 135.7757976, + "Smoking_Pack_Years": 33.33247354 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.69191582, + "White_Blood_Cell_Count": 7.075680075, + "Platelet_Count": 205.4108779, + "Albumin_Level": 4.500175181, + "Alkaline_Phosphatase_Level": 65.49537105, + "Alanine_Aminotransferase_Level": 21.29500657, + "Aspartate_Aminotransferase_Level": 49.60616424, + "Creatinine_Level": 1.495794883, + "LDH_Level": 150.4199876, + "Calcium_Level": 10.3918037, + "Phosphorus_Level": 3.112595802, + "Glucose_Level": 140.8505577, + "Potassium_Level": 4.318839372, + "Sodium_Level": 143.589704, + "Smoking_Pack_Years": 34.69609359 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.81620347, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.76566748, + "White_Blood_Cell_Count": 4.976731141, + "Platelet_Count": 308.5584651, + "Albumin_Level": 4.827021561, + "Alkaline_Phosphatase_Level": 82.95153383, + "Alanine_Aminotransferase_Level": 8.361153315, + "Aspartate_Aminotransferase_Level": 10.02944382, + "Creatinine_Level": 0.746105881, + "LDH_Level": 170.2320657, + "Calcium_Level": 8.264950249, + "Phosphorus_Level": 4.238041747, + "Glucose_Level": 118.9197749, + "Potassium_Level": 3.820938376, + "Sodium_Level": 135.1207162, + "Smoking_Pack_Years": 19.89784363 + }, + { 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.14759558, + "White_Blood_Cell_Count": 4.592663631, + "Platelet_Count": 162.6047133, + "Albumin_Level": 3.551007754, + "Alkaline_Phosphatase_Level": 78.56358883, + "Alanine_Aminotransferase_Level": 29.44541217, + "Aspartate_Aminotransferase_Level": 45.03341744, + "Creatinine_Level": 1.444164752, + "LDH_Level": 166.0028712, + "Calcium_Level": 9.579391433, + "Phosphorus_Level": 4.917271036, + "Glucose_Level": 80.82172994, + "Potassium_Level": 4.788732669, + "Sodium_Level": 137.1930391, + "Smoking_Pack_Years": 7.17246373 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.98557104, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.62297181, + "White_Blood_Cell_Count": 4.272525312, + "Platelet_Count": 211.4375241, + "Albumin_Level": 4.43098036, + "Alkaline_Phosphatase_Level": 86.54292515, + "Alanine_Aminotransferase_Level": 10.41554288, + "Aspartate_Aminotransferase_Level": 34.86798207, + "Creatinine_Level": 0.868098341, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.9938305, + "White_Blood_Cell_Count": 4.679422994, + "Platelet_Count": 396.1420532, + "Albumin_Level": 3.128606645, + "Alkaline_Phosphatase_Level": 72.89478462, + "Alanine_Aminotransferase_Level": 37.54709461, + "Aspartate_Aminotransferase_Level": 48.84460937, + "Creatinine_Level": 1.335250629, + "LDH_Level": 114.3100583, + "Calcium_Level": 9.278577234, + "Phosphorus_Level": 2.509276506, + "Glucose_Level": 123.2095787, + "Potassium_Level": 4.759273423, + "Sodium_Level": 144.0303359, + "Smoking_Pack_Years": 25.85291976 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.01326068, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.2497292, + "White_Blood_Cell_Count": 5.791028521, + "Platelet_Count": 177.1727942, + "Albumin_Level": 4.203272898, + "Alkaline_Phosphatase_Level": 97.35366, + "Alanine_Aminotransferase_Level": 33.53008864, + "Aspartate_Aminotransferase_Level": 20.46333534, + "Creatinine_Level": 1.318246466, + "LDH_Level": 219.3414794, + "Calcium_Level": 9.949984843, + "Phosphorus_Level": 4.708970406, + "Glucose_Level": 142.480746, + "Potassium_Level": 4.472361083, + "Sodium_Level": 136.7531103, + "Smoking_Pack_Years": 84.04185968 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.13976797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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142.6942715, + "Smoking_Pack_Years": 93.47155813 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.49022749, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.99873858, + "White_Blood_Cell_Count": 8.82662056, + "Platelet_Count": 238.4195595, + "Albumin_Level": 3.6599267, + "Alkaline_Phosphatase_Level": 44.060723, + "Alanine_Aminotransferase_Level": 27.76730776, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.49826047, + "White_Blood_Cell_Count": 8.938771039, + "Platelet_Count": 170.5724108, + "Albumin_Level": 4.408552736, + "Alkaline_Phosphatase_Level": 85.15645915, + "Alanine_Aminotransferase_Level": 26.63388353, + "Aspartate_Aminotransferase_Level": 14.98521771, + "Creatinine_Level": 1.113103181, + "LDH_Level": 237.5020896, + "Calcium_Level": 9.95446148, + "Phosphorus_Level": 2.720784188, + "Glucose_Level": 134.9905982, + "Potassium_Level": 3.896757695, + "Sodium_Level": 135.9354578, + "Smoking_Pack_Years": 35.86902653 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.65086219, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.9664665, + "White_Blood_Cell_Count": 4.890487709, + "Platelet_Count": 449.8496629, + "Albumin_Level": 4.604521424, + "Alkaline_Phosphatase_Level": 86.88835601, + "Alanine_Aminotransferase_Level": 9.753000088, + "Aspartate_Aminotransferase_Level": 44.51749639, + "Creatinine_Level": 1.304109744, + "LDH_Level": 204.0237675, + "Calcium_Level": 9.010609797, + "Phosphorus_Level": 3.044790798, + "Glucose_Level": 74.56113602, + "Potassium_Level": 4.297476037, + "Sodium_Level": 137.8468022, + "Smoking_Pack_Years": 25.58781202 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.29167118, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.28647351, + "White_Blood_Cell_Count": 6.992831203, + "Platelet_Count": 193.0546021, + "Albumin_Level": 3.120224088, + "Alkaline_Phosphatase_Level": 47.64974358, + "Alanine_Aminotransferase_Level": 16.35520227, + "Aspartate_Aminotransferase_Level": 17.3800611, + "Creatinine_Level": 1.475075839, + "LDH_Level": 125.2944311, + "Calcium_Level": 8.868255987, + "Phosphorus_Level": 4.378466113, + "Glucose_Level": 129.021036, + "Potassium_Level": 3.718153173, + "Sodium_Level": 143.4709769, + "Smoking_Pack_Years": 73.23743148 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.9894648, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.82688334, + "White_Blood_Cell_Count": 3.796885542, + "Platelet_Count": 155.8238004, + "Albumin_Level": 3.94360845, + "Alkaline_Phosphatase_Level": 119.2595862, + "Alanine_Aminotransferase_Level": 29.12085987, + "Aspartate_Aminotransferase_Level": 15.09608587, + "Creatinine_Level": 1.045319689, + "LDH_Level": 110.9477703, + "Calcium_Level": 10.45154431, + "Phosphorus_Level": 3.017680523, + "Glucose_Level": 132.777943, + "Potassium_Level": 3.751290928, + "Sodium_Level": 137.7394532, + "Smoking_Pack_Years": 36.11586648 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.17169681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.73845848, + "White_Blood_Cell_Count": 5.352855803, + "Platelet_Count": 358.1836798, + "Albumin_Level": 4.114982233, + "Alkaline_Phosphatase_Level": 71.37067701, + "Alanine_Aminotransferase_Level": 37.63963387, + "Aspartate_Aminotransferase_Level": 49.78825161, + "Creatinine_Level": 1.329043061, + "LDH_Level": 208.5918533, + "Calcium_Level": 8.835783708, + "Phosphorus_Level": 4.002116237, + "Glucose_Level": 102.5248534, + "Potassium_Level": 3.766996347, + "Sodium_Level": 141.9867378, + "Smoking_Pack_Years": 3.294437773 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.35694821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.43819814, + "White_Blood_Cell_Count": 6.24288184, + "Platelet_Count": 440.4889889, + "Albumin_Level": 3.92339168, + "Alkaline_Phosphatase_Level": 98.6394723, + "Alanine_Aminotransferase_Level": 19.74673863, + "Aspartate_Aminotransferase_Level": 35.39973646, + "Creatinine_Level": 1.338148837, + "LDH_Level": 151.289259, + "Calcium_Level": 8.649555201, + "Phosphorus_Level": 2.743398768, + "Glucose_Level": 84.12827709, + "Potassium_Level": 4.842082345, + "Sodium_Level": 142.8430402, + "Smoking_Pack_Years": 79.62222686 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.02150743, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.35822633, + "White_Blood_Cell_Count": 6.834982533, + "Platelet_Count": 218.0088119, + "Albumin_Level": 3.073913483, + "Alkaline_Phosphatase_Level": 77.43663998, + "Alanine_Aminotransferase_Level": 25.54517531, + "Aspartate_Aminotransferase_Level": 27.68551919, + "Creatinine_Level": 0.970910857, + "LDH_Level": 119.9777354, + "Calcium_Level": 8.669937589, + "Phosphorus_Level": 4.163091679, + "Glucose_Level": 80.90595209, + "Potassium_Level": 4.902143605, + "Sodium_Level": 139.856682, + "Smoking_Pack_Years": 23.67018591 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.41775496, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.28789353, + "White_Blood_Cell_Count": 5.959999388, + "Platelet_Count": 236.0015328, + "Albumin_Level": 4.727586694, + "Alkaline_Phosphatase_Level": 71.61142413, + "Alanine_Aminotransferase_Level": 30.12776773, + "Aspartate_Aminotransferase_Level": 15.6472241, + "Creatinine_Level": 1.186448131, + "LDH_Level": 106.3637119, + "Calcium_Level": 10.48069096, + "Phosphorus_Level": 3.671729362, + "Glucose_Level": 119.1548544, + "Potassium_Level": 4.767633341, + "Sodium_Level": 138.5543021, + "Smoking_Pack_Years": 98.7068969 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.70675226, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.05427777, + "White_Blood_Cell_Count": 3.905385986, + "Platelet_Count": 429.8020106, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.83718553, + "White_Blood_Cell_Count": 7.596154853, + "Platelet_Count": 387.1446041, + "Albumin_Level": 4.742331947, + "Alkaline_Phosphatase_Level": 104.1797659, + "Alanine_Aminotransferase_Level": 31.78514238, + "Aspartate_Aminotransferase_Level": 25.99510284, + "Creatinine_Level": 0.928351569, + "LDH_Level": 172.5949703, + "Calcium_Level": 9.305473411, + "Phosphorus_Level": 2.50960206, + "Glucose_Level": 134.9065751, + "Potassium_Level": 4.537888739, + "Sodium_Level": 141.3205726, + "Smoking_Pack_Years": 63.78442277 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.18097228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.78975481, + "White_Blood_Cell_Count": 7.430590954, + "Platelet_Count": 337.812917, + "Albumin_Level": 3.715111935, + "Alkaline_Phosphatase_Level": 111.7750214, + "Alanine_Aminotransferase_Level": 11.36914414, + "Aspartate_Aminotransferase_Level": 12.04026346, + "Creatinine_Level": 0.535752527, + "LDH_Level": 163.2120545, + "Calcium_Level": 9.917960577, + "Phosphorus_Level": 2.744083867, + "Glucose_Level": 124.6713804, + "Potassium_Level": 4.312213095, + "Sodium_Level": 141.9395927, + "Smoking_Pack_Years": 74.21314762 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.71346396, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.43564104, + "White_Blood_Cell_Count": 8.698313978, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.72828412, + "White_Blood_Cell_Count": 8.321571899, + "Platelet_Count": 350.8673178, + "Albumin_Level": 3.587068386, + "Alkaline_Phosphatase_Level": 89.35199639, + "Alanine_Aminotransferase_Level": 37.0414254, + "Aspartate_Aminotransferase_Level": 46.07348209, + "Creatinine_Level": 0.687424331, + "LDH_Level": 200.9221664, + "Calcium_Level": 8.098819549, + "Phosphorus_Level": 3.15233401, + "Glucose_Level": 73.48998346, + "Potassium_Level": 3.820950759, + "Sodium_Level": 138.2995338, + "Smoking_Pack_Years": 99.04455757 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.05580408, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.88301816, + "White_Blood_Cell_Count": 4.794401626, + "Platelet_Count": 180.8687623, + "Albumin_Level": 4.161245281, + "Alkaline_Phosphatase_Level": 105.3927841, + "Alanine_Aminotransferase_Level": 16.72216964, + "Aspartate_Aminotransferase_Level": 13.07736005, + "Creatinine_Level": 1.252391632, + "LDH_Level": 114.9929345, + "Calcium_Level": 9.048069703, + "Phosphorus_Level": 3.848664422, + "Glucose_Level": 139.8369295, + "Potassium_Level": 4.239964046, + "Sodium_Level": 135.9043243, + "Smoking_Pack_Years": 97.46061462 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.60552596, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.52908675, + "White_Blood_Cell_Count": 5.610914786, + "Platelet_Count": 415.9157326, + "Albumin_Level": 4.778397458, + "Alkaline_Phosphatase_Level": 56.39138431, + "Alanine_Aminotransferase_Level": 28.35811075, + "Aspartate_Aminotransferase_Level": 15.24681626, + "Creatinine_Level": 0.601032873, + "LDH_Level": 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"Platelet_Count": 445.6898955, + "Albumin_Level": 3.386030788, + "Alkaline_Phosphatase_Level": 111.244829, + "Alanine_Aminotransferase_Level": 5.67279988, + "Aspartate_Aminotransferase_Level": 32.9640596, + "Creatinine_Level": 1.365371461, + "LDH_Level": 228.5115562, + "Calcium_Level": 9.919542739, + "Phosphorus_Level": 4.297391116, + "Glucose_Level": 99.12374754, + "Potassium_Level": 4.270189112, + "Sodium_Level": 142.7282201, + "Smoking_Pack_Years": 84.50586723 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.5714642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.66924417, + "White_Blood_Cell_Count": 4.411569833, + "Platelet_Count": 278.9649097, + "Albumin_Level": 3.789444844, + "Alkaline_Phosphatase_Level": 34.12605754, + "Alanine_Aminotransferase_Level": 20.2656692, + "Aspartate_Aminotransferase_Level": 14.645829, + "Creatinine_Level": 0.914441675, + "LDH_Level": 236.9227084, + "Calcium_Level": 8.257024736, + "Phosphorus_Level": 4.351802335, + "Glucose_Level": 144.7809422, + "Potassium_Level": 4.695564967, + "Sodium_Level": 142.8789824, + "Smoking_Pack_Years": 48.2405356 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.76274061, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.01265526, + "White_Blood_Cell_Count": 8.308763773, + "Platelet_Count": 280.4659008, + "Albumin_Level": 4.784468011, + "Alkaline_Phosphatase_Level": 92.26371368, + "Alanine_Aminotransferase_Level": 27.7277072, + "Aspartate_Aminotransferase_Level": 49.90635193, + "Creatinine_Level": 0.768311887, + "LDH_Level": 130.0627756, + "Calcium_Level": 8.794620014, + "Phosphorus_Level": 2.963499696, + "Glucose_Level": 128.1459679, + "Potassium_Level": 3.705091181, + "Sodium_Level": 139.2383994, + "Smoking_Pack_Years": 34.99346229 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.24650635, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.4170738, + "White_Blood_Cell_Count": 5.820124298, + "Platelet_Count": 158.4540688, + "Albumin_Level": 3.2230768, + "Alkaline_Phosphatase_Level": 114.5832449, + "Alanine_Aminotransferase_Level": 30.92885681, + "Aspartate_Aminotransferase_Level": 14.64987472, + "Creatinine_Level": 1.040701803, + "LDH_Level": 102.0658329, + "Calcium_Level": 9.204266491, + "Phosphorus_Level": 3.947182135, + "Glucose_Level": 83.98567387, + "Potassium_Level": 3.629490068, + "Sodium_Level": 135.8332725, + "Smoking_Pack_Years": 4.544824456 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.70175345, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.40854392, + "White_Blood_Cell_Count": 6.542223061, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.2960185, + "White_Blood_Cell_Count": 7.565174281, + "Platelet_Count": 387.7714125, + "Albumin_Level": 4.585503492, + "Alkaline_Phosphatase_Level": 113.7363206, + "Alanine_Aminotransferase_Level": 31.41328896, + "Aspartate_Aminotransferase_Level": 31.30761848, + "Creatinine_Level": 0.769485418, + "LDH_Level": 159.9764262, + "Calcium_Level": 9.529609049, + "Phosphorus_Level": 4.408293016, + "Glucose_Level": 70.19452108, + "Potassium_Level": 4.120352057, + "Sodium_Level": 141.0455289, + "Smoking_Pack_Years": 30.9324653 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.56112191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "African American", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.39270553, + "White_Blood_Cell_Count": 8.492825558, + "Platelet_Count": 417.7615817, + "Albumin_Level": 4.53143571, + "Alkaline_Phosphatase_Level": 96.74775138, + "Alanine_Aminotransferase_Level": 26.59205444, + "Aspartate_Aminotransferase_Level": 16.11465206, + "Creatinine_Level": 1.037157666, + "LDH_Level": 118.761131, + "Calcium_Level": 9.540601444, + "Phosphorus_Level": 4.902873534, + "Glucose_Level": 145.4742327, + "Potassium_Level": 3.891073134, + "Sodium_Level": 144.0529663, + "Smoking_Pack_Years": 14.66657235 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.37530379, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.60544626, + "White_Blood_Cell_Count": 4.608727183, + "Platelet_Count": 246.7823406, + "Albumin_Level": 3.32624959, + "Alkaline_Phosphatase_Level": 83.23687202, + "Alanine_Aminotransferase_Level": 23.0243801, + "Aspartate_Aminotransferase_Level": 46.37876174, + "Creatinine_Level": 0.659899819, + "LDH_Level": 139.5927636, + "Calcium_Level": 9.938952994, + "Phosphorus_Level": 3.667731054, + "Glucose_Level": 122.4147822, + "Potassium_Level": 3.551676989, + "Sodium_Level": 141.4270606, + "Smoking_Pack_Years": 52.39786249 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.3931898, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.02925758, + "White_Blood_Cell_Count": 3.895976545, + "Platelet_Count": 225.7232628, + "Albumin_Level": 3.918483732, + "Alkaline_Phosphatase_Level": 30.03151796, + "Alanine_Aminotransferase_Level": 18.60422809, + "Aspartate_Aminotransferase_Level": 30.00204223, + "Creatinine_Level": 1.015447978, + "LDH_Level": 222.6475619, + "Calcium_Level": 8.183155404, + "Phosphorus_Level": 3.093989852, + "Glucose_Level": 134.987306, + "Potassium_Level": 4.419816251, + "Sodium_Level": 139.8242026, + "Smoking_Pack_Years": 70.01039653 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.12366198, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.71604537, + "White_Blood_Cell_Count": 7.964229298, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.88365029, + "White_Blood_Cell_Count": 5.488440794, + "Platelet_Count": 162.4421542, + "Albumin_Level": 4.132509525, + "Alkaline_Phosphatase_Level": 61.72460089, + "Alanine_Aminotransferase_Level": 11.73018353, + "Aspartate_Aminotransferase_Level": 41.75054226, + "Creatinine_Level": 0.630537465, + "LDH_Level": 142.0536228, + "Calcium_Level": 9.424151815, + "Phosphorus_Level": 4.973074043, + "Glucose_Level": 114.3460906, + "Potassium_Level": 4.809153182, + "Sodium_Level": 136.1164548, + "Smoking_Pack_Years": 41.52178968 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.70163243, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "African 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50.17350293 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.35653201, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.13899013, + "White_Blood_Cell_Count": 8.139678369, + "Platelet_Count": 195.0328053, + "Albumin_Level": 4.600167915, + "Alkaline_Phosphatase_Level": 49.19589575, + "Alanine_Aminotransferase_Level": 29.62096214, + "Aspartate_Aminotransferase_Level": 14.53820258, + "Creatinine_Level": 1.329564873, + "LDH_Level": 204.2730782, + "Calcium_Level": 8.887695485, + "Phosphorus_Level": 3.937048712, + "Glucose_Level": 115.0728321, + "Potassium_Level": 4.438913261, + "Sodium_Level": 144.5202785, + "Smoking_Pack_Years": 82.07319669 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.88703976, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.88527151, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.07981829, + "White_Blood_Cell_Count": 3.955815758, + "Platelet_Count": 200.1055083, + "Albumin_Level": 4.483659932, + "Alkaline_Phosphatase_Level": 39.887519, + "Alanine_Aminotransferase_Level": 24.4012, + "Aspartate_Aminotransferase_Level": 38.43655377, + "Creatinine_Level": 1.302392252, + "LDH_Level": 195.9787106, + "Calcium_Level": 8.649928142, + "Phosphorus_Level": 4.12133276, + "Glucose_Level": 135.7129817, + "Potassium_Level": 3.861409155, + "Sodium_Level": 143.1849416, + "Smoking_Pack_Years": 68.14279602 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.25050515, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.48074868, + "White_Blood_Cell_Count": 8.629421143, + "Platelet_Count": 205.1553327, + "Albumin_Level": 4.99099529, + "Alkaline_Phosphatase_Level": 46.35807217, + "Alanine_Aminotransferase_Level": 10.05087591, + "Aspartate_Aminotransferase_Level": 37.48967897, + "Creatinine_Level": 0.717892641, + "LDH_Level": 142.9718807, + "Calcium_Level": 8.798958992, + "Phosphorus_Level": 3.282827668, + "Glucose_Level": 101.9991351, + "Potassium_Level": 4.52899231, + "Sodium_Level": 143.955026, + "Smoking_Pack_Years": 52.93835284 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.66685144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.79840807, + "White_Blood_Cell_Count": 5.665011547, + "Platelet_Count": 247.6037614, + "Albumin_Level": 3.51365028, + "Alkaline_Phosphatase_Level": 52.5913039, + "Alanine_Aminotransferase_Level": 28.60182679, + "Aspartate_Aminotransferase_Level": 45.13050901, + "Creatinine_Level": 1.262196014, + "LDH_Level": 143.5473492, + "Calcium_Level": 9.074231186, + "Phosphorus_Level": 3.655292287, + "Glucose_Level": 118.9306998, + "Potassium_Level": 4.827070215, + "Sodium_Level": 144.9000632, + "Smoking_Pack_Years": 30.31523508 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.72886377, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 97, + 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"Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.42324768, + "White_Blood_Cell_Count": 4.364995986, + "Platelet_Count": 391.4947218, + "Albumin_Level": 4.601184321, + "Alkaline_Phosphatase_Level": 84.98654396, + "Alanine_Aminotransferase_Level": 23.23647778, + "Aspartate_Aminotransferase_Level": 36.12041438, + "Creatinine_Level": 1.220660949, + "LDH_Level": 226.7208942, + "Calcium_Level": 9.253563473, + "Phosphorus_Level": 2.606707731, + "Glucose_Level": 101.6137071, + "Potassium_Level": 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"Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.11498835, + "White_Blood_Cell_Count": 9.522346319, + "Platelet_Count": 350.9800319, + "Albumin_Level": 4.743989383, + "Alkaline_Phosphatase_Level": 88.44504752, + "Alanine_Aminotransferase_Level": 28.83183997, + "Aspartate_Aminotransferase_Level": 29.21294522, + "Creatinine_Level": 0.867977835, + "LDH_Level": 123.3005678, + "Calcium_Level": 9.798311732, + "Phosphorus_Level": 4.781662679, + "Glucose_Level": 125.4124765, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.06327225, + "White_Blood_Cell_Count": 7.404581805, + "Platelet_Count": 432.5217082, + "Albumin_Level": 4.313903226, + "Alkaline_Phosphatase_Level": 82.49199251, + "Alanine_Aminotransferase_Level": 35.95047098, + "Aspartate_Aminotransferase_Level": 43.53372605, + "Creatinine_Level": 0.943587563, + "LDH_Level": 189.7180884, + "Calcium_Level": 8.230566844, + "Phosphorus_Level": 4.80976454, + "Glucose_Level": 91.77179198, + "Potassium_Level": 4.668307868, + "Sodium_Level": 137.8143208, + "Smoking_Pack_Years": 46.00187095 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.96391796, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.02859193, + "White_Blood_Cell_Count": 9.95255441, + "Platelet_Count": 340.773244, + "Albumin_Level": 4.506429345, + "Alkaline_Phosphatase_Level": 58.28143329, + "Alanine_Aminotransferase_Level": 21.4554302, + "Aspartate_Aminotransferase_Level": 35.21906351, + "Creatinine_Level": 0.57592792, + "LDH_Level": 149.4852038, + "Calcium_Level": 8.510741456, + "Phosphorus_Level": 4.101457805, + "Glucose_Level": 82.64085169, + "Potassium_Level": 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35.78186323, + "Aspartate_Aminotransferase_Level": 47.38947245, + "Creatinine_Level": 0.629821062, + "LDH_Level": 159.8425043, + "Calcium_Level": 8.371426601, + "Phosphorus_Level": 4.577568222, + "Glucose_Level": 121.0829172, + "Potassium_Level": 3.825637918, + "Sodium_Level": 140.6360953, + "Smoking_Pack_Years": 56.13352404 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.75740731, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 105, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.92663703, + "White_Blood_Cell_Count": 4.511410513, + "Platelet_Count": 377.1994387, + "Albumin_Level": 4.517028657, + "Alkaline_Phosphatase_Level": 67.20242316, + "Alanine_Aminotransferase_Level": 36.62462444, + "Aspartate_Aminotransferase_Level": 39.22912528, + "Creatinine_Level": 1.077513422, + "LDH_Level": 121.1812034, + "Calcium_Level": 8.508332391, + "Phosphorus_Level": 4.126459551, + "Glucose_Level": 110.4964266, + "Potassium_Level": 4.204548639, + "Sodium_Level": 139.049457, + "Smoking_Pack_Years": 75.77399529 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.38445806, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.03669447, + "White_Blood_Cell_Count": 9.77879264, + "Platelet_Count": 301.3631759, + "Albumin_Level": 4.877375965, + "Alkaline_Phosphatase_Level": 33.67959661, + "Alanine_Aminotransferase_Level": 33.6258539, + "Aspartate_Aminotransferase_Level": 26.84056233, + "Creatinine_Level": 0.729635929, + "LDH_Level": 249.3217652, + "Calcium_Level": 8.659957047, + "Phosphorus_Level": 3.153969981, + "Glucose_Level": 90.33434479, + "Potassium_Level": 4.536196731, 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77, + "Hemoglobin_Level": 12.6013948, + "White_Blood_Cell_Count": 7.328313715, + "Platelet_Count": 233.7821604, + "Albumin_Level": 4.425935477, + "Alkaline_Phosphatase_Level": 56.58805922, + "Alanine_Aminotransferase_Level": 6.116784034, + "Aspartate_Aminotransferase_Level": 25.53745107, + "Creatinine_Level": 1.119684317, + "LDH_Level": 123.13404, + "Calcium_Level": 9.761089584, + "Phosphorus_Level": 3.105480711, + "Glucose_Level": 123.4714201, + "Potassium_Level": 3.608271346, + "Sodium_Level": 139.9557776, + "Smoking_Pack_Years": 64.73639872 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.75120516, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.53634954, + "White_Blood_Cell_Count": 9.303154771, + "Platelet_Count": 263.4333039, + "Albumin_Level": 4.465318119, + "Alkaline_Phosphatase_Level": 88.47851693, + "Alanine_Aminotransferase_Level": 23.31108296, + "Aspartate_Aminotransferase_Level": 33.78702297, + "Creatinine_Level": 0.634126108, + "LDH_Level": 141.4104849, + "Calcium_Level": 10.49767087, + "Phosphorus_Level": 2.985431373, + "Glucose_Level": 119.0749245, + "Potassium_Level": 4.024254865, + "Sodium_Level": 136.7577203, + "Smoking_Pack_Years": 51.06378539 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.61527326, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.78296141, + "White_Blood_Cell_Count": 7.180173833, + "Platelet_Count": 179.2792452, + "Albumin_Level": 3.417969706, + "Alkaline_Phosphatase_Level": 89.17597132, + "Alanine_Aminotransferase_Level": 15.535135, + "Aspartate_Aminotransferase_Level": 30.52564602, + "Creatinine_Level": 1.369110125, + "LDH_Level": 146.5155697, + "Calcium_Level": 9.497156651, + "Phosphorus_Level": 2.590345635, + "Glucose_Level": 98.43701422, + "Potassium_Level": 3.969388177, + "Sodium_Level": 139.6439251, + "Smoking_Pack_Years": 0.69527988 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.84715629, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.07543412, + "White_Blood_Cell_Count": 7.805550504, + "Platelet_Count": 337.8635872, + "Albumin_Level": 3.939348775, + "Alkaline_Phosphatase_Level": 117.39111, + "Alanine_Aminotransferase_Level": 26.23078138, + "Aspartate_Aminotransferase_Level": 44.94089107, + "Creatinine_Level": 0.802055597, + "LDH_Level": 112.0251442, + "Calcium_Level": 8.428813676, + "Phosphorus_Level": 4.397804022, + "Glucose_Level": 121.6482991, + "Potassium_Level": 4.197291938, + "Sodium_Level": 136.84648, + "Smoking_Pack_Years": 27.46851028 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.77209598, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.29619119, + "White_Blood_Cell_Count": 7.132390225, + "Platelet_Count": 316.7596785, + "Albumin_Level": 4.609142877, + "Alkaline_Phosphatase_Level": 44.68385962, + "Alanine_Aminotransferase_Level": 14.63599549, + "Aspartate_Aminotransferase_Level": 20.34174727, + "Creatinine_Level": 1.272035856, + "LDH_Level": 100.9363935, + "Calcium_Level": 10.45485101, + "Phosphorus_Level": 3.39495536, + "Glucose_Level": 143.3868316, + "Potassium_Level": 4.395472513, + "Sodium_Level": 142.1537108, + "Smoking_Pack_Years": 44.74279758 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.90935991, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.45910282, + "White_Blood_Cell_Count": 5.204841545, + "Platelet_Count": 375.9570823, + 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111.8694694, + "Calcium_Level": 9.362885453, + "Phosphorus_Level": 4.397958852, + "Glucose_Level": 119.9664781, + "Potassium_Level": 4.760829142, + "Sodium_Level": 141.0400693, + "Smoking_Pack_Years": 87.7270415 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.24081934, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.03271627, + "White_Blood_Cell_Count": 7.379134927, + 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"Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.00032692, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.0302573, + "White_Blood_Cell_Count": 5.927353097, + "Platelet_Count": 218.6383115, + "Albumin_Level": 3.338400967, + "Alkaline_Phosphatase_Level": 110.829084, + "Alanine_Aminotransferase_Level": 26.05763475, + "Aspartate_Aminotransferase_Level": 48.58885682, + "Creatinine_Level": 0.741824122, + "LDH_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.96151462, + "White_Blood_Cell_Count": 7.526586131, + "Platelet_Count": 160.2690977, + "Albumin_Level": 3.25051778, + "Alkaline_Phosphatase_Level": 114.9998112, + "Alanine_Aminotransferase_Level": 21.7504657, + "Aspartate_Aminotransferase_Level": 27.47185896, + "Creatinine_Level": 1.27349439, + "LDH_Level": 195.3641422, + "Calcium_Level": 9.116211002, + "Phosphorus_Level": 3.945195589, + "Glucose_Level": 79.59087387, + "Potassium_Level": 4.583397183, + "Sodium_Level": 144.7244429, + "Smoking_Pack_Years": 11.58805349 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.21999169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.44466017, + "White_Blood_Cell_Count": 5.377907261, + "Platelet_Count": 415.3313338, + "Albumin_Level": 3.269989485, + "Alkaline_Phosphatase_Level": 119.7508298, + "Alanine_Aminotransferase_Level": 23.91047833, + "Aspartate_Aminotransferase_Level": 20.97499244, + "Creatinine_Level": 0.855885028, + "LDH_Level": 145.2995025, + "Calcium_Level": 10.45938854, + "Phosphorus_Level": 2.82704683, + "Glucose_Level": 100.1907854, + "Potassium_Level": 4.25472052, + "Sodium_Level": 139.7743646, + "Smoking_Pack_Years": 29.97506537 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.40130034, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.39262321, + "White_Blood_Cell_Count": 4.83277846, + "Platelet_Count": 248.9980832, + "Albumin_Level": 4.051614137, + "Alkaline_Phosphatase_Level": 74.26257362, + "Alanine_Aminotransferase_Level": 13.32268807, + "Aspartate_Aminotransferase_Level": 33.78042756, + "Creatinine_Level": 1.210663495, + "LDH_Level": 220.29323, + "Calcium_Level": 9.270221222, + "Phosphorus_Level": 3.288742489, + "Glucose_Level": 114.8916485, + "Potassium_Level": 4.268536121, + "Sodium_Level": 141.8356374, + "Smoking_Pack_Years": 70.97377424 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.47156873, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.51919321, + "White_Blood_Cell_Count": 6.936508632, + "Platelet_Count": 441.920302, + "Albumin_Level": 3.378637464, + "Alkaline_Phosphatase_Level": 35.13721577, + "Alanine_Aminotransferase_Level": 18.22667975, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.92764466, + "White_Blood_Cell_Count": 8.474755506, + "Platelet_Count": 244.3524185, + "Albumin_Level": 4.990051501, + "Alkaline_Phosphatase_Level": 104.382676, + "Alanine_Aminotransferase_Level": 39.10393553, + "Aspartate_Aminotransferase_Level": 27.6585534, + "Creatinine_Level": 0.843751025, + "LDH_Level": 198.424048, + "Calcium_Level": 8.199966368, + "Phosphorus_Level": 3.314270748, + "Glucose_Level": 130.0272994, + "Potassium_Level": 3.580550685, + "Sodium_Level": 141.2405561, + "Smoking_Pack_Years": 34.13456464 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.22372375, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.68678333, + "White_Blood_Cell_Count": 8.309096578, + "Platelet_Count": 438.8971813, + "Albumin_Level": 4.188689307, + "Alkaline_Phosphatase_Level": 76.644089, + "Alanine_Aminotransferase_Level": 12.73623414, + "Aspartate_Aminotransferase_Level": 49.31225578, + "Creatinine_Level": 0.54364884, + "LDH_Level": 168.2369203, + "Calcium_Level": 8.891073713, + "Phosphorus_Level": 4.291704995, + "Glucose_Level": 110.0156362, + "Potassium_Level": 3.653439848, + "Sodium_Level": 144.9108274, + "Smoking_Pack_Years": 81.83146437 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.44565608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.45347315, + "White_Blood_Cell_Count": 4.675514979, + "Platelet_Count": 184.346244, + "Albumin_Level": 4.679172424, + "Alkaline_Phosphatase_Level": 81.25226741, + "Alanine_Aminotransferase_Level": 37.53345267, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.17000369, + "White_Blood_Cell_Count": 5.366544375, + "Platelet_Count": 299.1432119, + "Albumin_Level": 3.252666143, + "Alkaline_Phosphatase_Level": 67.10747258, + "Alanine_Aminotransferase_Level": 21.39773902, + "Aspartate_Aminotransferase_Level": 41.54611029, + "Creatinine_Level": 0.690169395, + "LDH_Level": 152.6047864, + "Calcium_Level": 9.025026839, + "Phosphorus_Level": 3.797785283, + "Glucose_Level": 149.939068, + "Potassium_Level": 3.557609399, + "Sodium_Level": 138.5275139, + "Smoking_Pack_Years": 56.96392381 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.96558478, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.47529075, + "White_Blood_Cell_Count": 4.647881187, + "Platelet_Count": 336.5255548, + "Albumin_Level": 4.500296569, + "Alkaline_Phosphatase_Level": 78.38633769, + "Alanine_Aminotransferase_Level": 21.40670342, + "Aspartate_Aminotransferase_Level": 40.81617143, + "Creatinine_Level": 1.401478075, + "LDH_Level": 170.7413022, + "Calcium_Level": 9.290201903, + "Phosphorus_Level": 4.385417212, + "Glucose_Level": 140.9949797, + "Potassium_Level": 3.96801031, + "Sodium_Level": 141.3581254, + "Smoking_Pack_Years": 22.76656826 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.78791119, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.43555354, + "White_Blood_Cell_Count": 4.876186716, + "Platelet_Count": 444.2516743, + "Albumin_Level": 3.545055624, + "Alkaline_Phosphatase_Level": 43.89731364, + "Alanine_Aminotransferase_Level": 8.691548505, + "Aspartate_Aminotransferase_Level": 28.05869516, + "Creatinine_Level": 0.623595824, + "LDH_Level": 211.1631656, + "Calcium_Level": 10.45226722, + "Phosphorus_Level": 3.304072786, + "Glucose_Level": 128.2013124, + "Potassium_Level": 3.813829814, + "Sodium_Level": 144.0116322, + "Smoking_Pack_Years": 5.510757724 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.75977176, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.26249034, + "White_Blood_Cell_Count": 6.2687339, + "Platelet_Count": 258.3711504, + "Albumin_Level": 4.151177395, + "Alkaline_Phosphatase_Level": 62.71567447, + 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"Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.05414943, + "White_Blood_Cell_Count": 5.476646693, + "Platelet_Count": 189.1403081, + "Albumin_Level": 4.786679582, + "Alkaline_Phosphatase_Level": 81.95911634, + "Alanine_Aminotransferase_Level": 38.13154982, + "Aspartate_Aminotransferase_Level": 27.29543545, + "Creatinine_Level": 1.215865852, + "LDH_Level": 214.6709066, + "Calcium_Level": 10.37495788, + "Phosphorus_Level": 3.288779015, + "Glucose_Level": 73.43099624, + "Potassium_Level": 4.813970429, + "Sodium_Level": 144.8766467, + "Smoking_Pack_Years": 50.81895109 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.0481927, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.04122925, + "White_Blood_Cell_Count": 4.997443309, + "Platelet_Count": 286.4871084, + "Albumin_Level": 4.004845301, + "Alkaline_Phosphatase_Level": 72.58174059, + "Alanine_Aminotransferase_Level": 37.36341743, + "Aspartate_Aminotransferase_Level": 21.51114544, + "Creatinine_Level": 1.152835719, + "LDH_Level": 102.9000298, + "Calcium_Level": 8.624926429, + "Phosphorus_Level": 3.970659855, + "Glucose_Level": 128.5675337, + "Potassium_Level": 3.800084084, + "Sodium_Level": 136.6737791, + "Smoking_Pack_Years": 68.19613805 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.50435393, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.58066581, + "White_Blood_Cell_Count": 9.052625222, + "Platelet_Count": 412.3735468, + "Albumin_Level": 4.777906123, + "Alkaline_Phosphatase_Level": 46.10815629, + "Alanine_Aminotransferase_Level": 26.00471974, + "Aspartate_Aminotransferase_Level": 10.7162798, + "Creatinine_Level": 0.637829131, + "LDH_Level": 124.1176006, + "Calcium_Level": 9.137090279, + "Phosphorus_Level": 4.21469203, + "Glucose_Level": 110.5609799, + "Potassium_Level": 4.599077783, + "Sodium_Level": 135.5947858, + "Smoking_Pack_Years": 6.212994665 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.65159916, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.42544331, + "White_Blood_Cell_Count": 7.943276559, + "Platelet_Count": 279.8896198, + "Albumin_Level": 3.631426849, + "Alkaline_Phosphatase_Level": 59.08051986, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.49405436, + "White_Blood_Cell_Count": 5.972723472, + "Platelet_Count": 153.8396437, + "Albumin_Level": 4.839488066, + "Alkaline_Phosphatase_Level": 94.05885242, + "Alanine_Aminotransferase_Level": 25.78149367, + "Aspartate_Aminotransferase_Level": 46.91715341, + "Creatinine_Level": 1.218547386, + "LDH_Level": 137.8004081, + "Calcium_Level": 9.132737815, + "Phosphorus_Level": 4.72743124, + "Glucose_Level": 75.35402699, + "Potassium_Level": 4.057025159, + "Sodium_Level": 141.3614834, + "Smoking_Pack_Years": 51.86787722 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.43394351, + "Tumor_Location": 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33.17130107, + "Alanine_Aminotransferase_Level": 10.09092812, + "Aspartate_Aminotransferase_Level": 21.84133676, + "Creatinine_Level": 1.140347819, + "LDH_Level": 107.6140658, + "Calcium_Level": 8.175000942, + "Phosphorus_Level": 3.307318322, + "Glucose_Level": 129.271166, + "Potassium_Level": 4.625594396, + "Sodium_Level": 136.8544797, + "Smoking_Pack_Years": 98.90791205 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.15648568, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.41389786, + "White_Blood_Cell_Count": 7.437828151, + "Platelet_Count": 169.6358, + "Albumin_Level": 4.564337987, + "Alkaline_Phosphatase_Level": 114.1305399, + "Alanine_Aminotransferase_Level": 16.01390251, + "Aspartate_Aminotransferase_Level": 18.27733765, + "Creatinine_Level": 1.126411958, + "LDH_Level": 134.5257306, + "Calcium_Level": 10.2167009, + "Phosphorus_Level": 3.993549093, + "Glucose_Level": 96.58407541, + "Potassium_Level": 3.69222457, + "Sodium_Level": 138.9638857, + "Smoking_Pack_Years": 93.0443121 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.621725478, + "Glucose_Level": 73.92190839, + "Potassium_Level": 3.611794387, + "Sodium_Level": 142.7703447, + "Smoking_Pack_Years": 48.30229383 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.26333953, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.11638315, + "White_Blood_Cell_Count": 8.641290794, + "Platelet_Count": 355.2177981, + "Albumin_Level": 4.881586299, + "Alkaline_Phosphatase_Level": 96.91892962, + "Alanine_Aminotransferase_Level": 5.783797599, + "Aspartate_Aminotransferase_Level": 39.57022021, + "Creatinine_Level": 0.948830099, + "LDH_Level": 201.8769863, + "Calcium_Level": 9.13953827, + "Phosphorus_Level": 4.580640368, + "Glucose_Level": 147.5542474, + "Potassium_Level": 4.970303636, + "Sodium_Level": 143.5810409, + "Smoking_Pack_Years": 10.98238775 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.45166276, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.12894124, + "White_Blood_Cell_Count": 8.787499106, + "Platelet_Count": 446.0679293, + "Albumin_Level": 4.823380733, + "Alkaline_Phosphatase_Level": 44.62379666, + "Alanine_Aminotransferase_Level": 15.37361693, + "Aspartate_Aminotransferase_Level": 13.04071886, + "Creatinine_Level": 0.810112944, + "LDH_Level": 216.7727276, + "Calcium_Level": 9.635283672, + "Phosphorus_Level": 2.856748747, + "Glucose_Level": 74.72014563, + "Potassium_Level": 4.425910261, + "Sodium_Level": 135.7447288, + "Smoking_Pack_Years": 44.336259 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.66281926, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.30515421, + "White_Blood_Cell_Count": 6.003419185, + "Platelet_Count": 293.6140843, + "Albumin_Level": 3.300349579, + "Alkaline_Phosphatase_Level": 53.50936986, + "Alanine_Aminotransferase_Level": 30.19538117, + "Aspartate_Aminotransferase_Level": 26.72324695, + "Creatinine_Level": 0.598228445, + "LDH_Level": 164.737173, + "Calcium_Level": 10.25564478, + "Phosphorus_Level": 4.233955481, + "Glucose_Level": 70.5772685, + "Potassium_Level": 4.890357937, + "Sodium_Level": 137.5382497, + "Smoking_Pack_Years": 31.80218025 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.65852711, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.8872728, + "White_Blood_Cell_Count": 8.863784838, + "Platelet_Count": 168.8844952, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.42254779, + "White_Blood_Cell_Count": 4.616832014, + "Platelet_Count": 316.8837675, + "Albumin_Level": 3.7143014, + "Alkaline_Phosphatase_Level": 32.74850625, + "Alanine_Aminotransferase_Level": 36.95567856, + "Aspartate_Aminotransferase_Level": 22.24972516, + "Creatinine_Level": 0.768137222, + "LDH_Level": 179.7913233, + "Calcium_Level": 8.740178688, + "Phosphorus_Level": 3.362198604, + "Glucose_Level": 87.24260773, + "Potassium_Level": 3.972089473, + "Sodium_Level": 135.2247533, + "Smoking_Pack_Years": 82.50770015 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.57714355, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.37182655, + "White_Blood_Cell_Count": 6.201255617, + "Platelet_Count": 444.2453015, + "Albumin_Level": 3.313617755, + "Alkaline_Phosphatase_Level": 42.31219476, + "Alanine_Aminotransferase_Level": 32.7396352, + "Aspartate_Aminotransferase_Level": 40.10892777, + "Creatinine_Level": 0.86849419, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.73442456, + "White_Blood_Cell_Count": 8.230039239, + "Platelet_Count": 237.915561, + "Albumin_Level": 4.159261914, + "Alkaline_Phosphatase_Level": 39.68269115, + "Alanine_Aminotransferase_Level": 16.68017391, + "Aspartate_Aminotransferase_Level": 39.97659051, + "Creatinine_Level": 0.720235681, + "LDH_Level": 156.5363863, + "Calcium_Level": 9.580379755, + "Phosphorus_Level": 3.253681106, + "Glucose_Level": 95.11995724, + "Potassium_Level": 3.605962964, + "Sodium_Level": 143.7422683, + "Smoking_Pack_Years": 54.88191384 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.13088287, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.63605821, + "White_Blood_Cell_Count": 6.469193791, + "Platelet_Count": 316.2995474, + "Albumin_Level": 3.743789649, + "Alkaline_Phosphatase_Level": 58.11983965, + "Alanine_Aminotransferase_Level": 33.40053539, + "Aspartate_Aminotransferase_Level": 23.91341537, + "Creatinine_Level": 1.179953628, + "LDH_Level": 125.4458549, + "Calcium_Level": 8.104686559, + "Phosphorus_Level": 3.482333291, + "Glucose_Level": 84.2015562, + "Potassium_Level": 3.507650047, + "Sodium_Level": 136.5428927, + "Smoking_Pack_Years": 42.7906819 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.84648998, + "White_Blood_Cell_Count": 4.638628593, + "Platelet_Count": 280.0753248, + "Albumin_Level": 4.466938843, + "Alkaline_Phosphatase_Level": 115.1192618, + "Alanine_Aminotransferase_Level": 5.184616973, + "Aspartate_Aminotransferase_Level": 23.83376498, + "Creatinine_Level": 1.085656428, + "LDH_Level": 149.9161255, + "Calcium_Level": 9.180789611, + "Phosphorus_Level": 4.370215048, + "Glucose_Level": 91.10848407, + "Potassium_Level": 4.656815761, + "Sodium_Level": 142.3465081, + "Smoking_Pack_Years": 3.742469679 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.23879175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "African 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"Creatinine_Level": 1.190019526, + "LDH_Level": 230.7801676, + "Calcium_Level": 10.35627545, + "Phosphorus_Level": 4.824249001, + "Glucose_Level": 125.8163449, + "Potassium_Level": 4.102203725, + "Sodium_Level": 135.9629453, + "Smoking_Pack_Years": 91.33404165 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.43933645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.82279388, + "White_Blood_Cell_Count": 6.776934664, + "Platelet_Count": 325.2322022, + "Albumin_Level": 4.917222536, + "Alkaline_Phosphatase_Level": 56.10224997, + "Alanine_Aminotransferase_Level": 16.50919858, + "Aspartate_Aminotransferase_Level": 14.35078955, + "Creatinine_Level": 1.098915575, + "LDH_Level": 213.4224446, + "Calcium_Level": 8.927861426, + "Phosphorus_Level": 3.884952232, + "Glucose_Level": 132.7546109, + "Potassium_Level": 4.625566983, + "Sodium_Level": 140.271514, + "Smoking_Pack_Years": 79.56477697 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.76422915, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.54355631, + "White_Blood_Cell_Count": 6.864733417, + "Platelet_Count": 323.0563025, + "Albumin_Level": 3.408699594, + "Alkaline_Phosphatase_Level": 114.9438849, + "Alanine_Aminotransferase_Level": 36.4344573, + "Aspartate_Aminotransferase_Level": 37.04746555, + "Creatinine_Level": 0.656152584, + "LDH_Level": 104.8846259, + "Calcium_Level": 10.38202709, + "Phosphorus_Level": 3.004810979, + "Glucose_Level": 125.2352014, + "Potassium_Level": 4.77918083, + "Sodium_Level": 140.1841236, + "Smoking_Pack_Years": 19.32551987 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.00480445, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.64479827, + "White_Blood_Cell_Count": 7.25512079, + "Platelet_Count": 230.7683046, + "Albumin_Level": 3.005490127, + "Alkaline_Phosphatase_Level": 33.18591812, + "Alanine_Aminotransferase_Level": 24.13124988, + "Aspartate_Aminotransferase_Level": 23.55925346, + "Creatinine_Level": 1.365362956, + "LDH_Level": 187.1727461, + "Calcium_Level": 8.371043554, + "Phosphorus_Level": 3.90581115, + "Glucose_Level": 91.21652963, + "Potassium_Level": 4.12507763, + "Sodium_Level": 142.4293727, + "Smoking_Pack_Years": 91.8164161 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.25728029, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.98924265, + "White_Blood_Cell_Count": 7.006678774, + "Platelet_Count": 364.5505273, + "Albumin_Level": 4.790579241, + "Alkaline_Phosphatase_Level": 112.4054341, + "Alanine_Aminotransferase_Level": 35.37428351, + "Aspartate_Aminotransferase_Level": 44.94958829, + "Creatinine_Level": 1.197223739, + "LDH_Level": 161.0390558, + "Calcium_Level": 10.41061053, + "Phosphorus_Level": 3.815678203, + "Glucose_Level": 83.64729064, + "Potassium_Level": 4.107770144, + "Sodium_Level": 141.9952081, + "Smoking_Pack_Years": 9.10905922 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.41363796, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.17664317, + "White_Blood_Cell_Count": 4.194430752, + "Platelet_Count": 417.6261884, + "Albumin_Level": 4.743645898, + "Alkaline_Phosphatase_Level": 44.18783999, + "Alanine_Aminotransferase_Level": 10.26215124, + "Aspartate_Aminotransferase_Level": 42.76859918, + "Creatinine_Level": 0.700858324, + "LDH_Level": 133.7380539, + "Calcium_Level": 9.280693012, + "Phosphorus_Level": 2.505930843, + "Glucose_Level": 149.8594775, + "Potassium_Level": 3.861365093, + "Sodium_Level": 135.4204005, + "Smoking_Pack_Years": 99.99949298 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.74410887, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.78906115, + "White_Blood_Cell_Count": 9.57651264, + "Platelet_Count": 178.5290624, + "Albumin_Level": 4.94916143, + "Alkaline_Phosphatase_Level": 53.95196477, + "Alanine_Aminotransferase_Level": 22.21493035, + "Aspartate_Aminotransferase_Level": 46.67762083, + "Creatinine_Level": 1.237995103, + "LDH_Level": 125.0477235, + "Calcium_Level": 10.32449507, + "Phosphorus_Level": 3.544218704, + "Glucose_Level": 121.0856018, + "Potassium_Level": 4.927338587, + "Sodium_Level": 142.6534881, + "Smoking_Pack_Years": 5.641723705 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.91673188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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"Potassium_Level": 4.922788128, + "Sodium_Level": 140.912321, + "Smoking_Pack_Years": 63.88702826 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.15630942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.83716607, + "White_Blood_Cell_Count": 4.770554663, + "Platelet_Count": 199.1909975, + "Albumin_Level": 4.917684543, + "Alkaline_Phosphatase_Level": 110.0386177, + "Alanine_Aminotransferase_Level": 12.97540049, + "Aspartate_Aminotransferase_Level": 34.97777781, + "Creatinine_Level": 1.446092826, + "LDH_Level": 218.433115, + "Calcium_Level": 10.40238579, + "Phosphorus_Level": 3.53483933, + "Glucose_Level": 144.8253627, + "Potassium_Level": 4.479103338, + "Sodium_Level": 139.5483638, + "Smoking_Pack_Years": 15.77991288 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.95410607, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.93025664, + "White_Blood_Cell_Count": 5.289062232, + "Platelet_Count": 221.513097, + "Albumin_Level": 4.641262676, + "Alkaline_Phosphatase_Level": 34.5224185, + "Alanine_Aminotransferase_Level": 30.12382924, + "Aspartate_Aminotransferase_Level": 27.95198013, + "Creatinine_Level": 0.780300237, + "LDH_Level": 152.4271475, + "Calcium_Level": 8.324719159, + "Phosphorus_Level": 3.523160403, + "Glucose_Level": 77.34467068, + "Potassium_Level": 4.892910775, + "Sodium_Level": 137.9313083, + "Smoking_Pack_Years": 30.38807468 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.37576961, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.03611382, + "White_Blood_Cell_Count": 5.475688164, + "Platelet_Count": 230.1961571, + "Albumin_Level": 4.386144761, + "Alkaline_Phosphatase_Level": 80.98094625, + "Alanine_Aminotransferase_Level": 29.06467428, + "Aspartate_Aminotransferase_Level": 31.87983794, + "Creatinine_Level": 0.567516772, + "LDH_Level": 117.6562484, + "Calcium_Level": 8.843247019, + "Phosphorus_Level": 3.943039916, + "Glucose_Level": 120.5225413, + "Potassium_Level": 3.784596435, + "Sodium_Level": 140.7260089, + "Smoking_Pack_Years": 16.53872191 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.54174408, + "Tumor_Location": 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47.44844234, + "Alanine_Aminotransferase_Level": 24.42906782, + "Aspartate_Aminotransferase_Level": 40.01387967, + "Creatinine_Level": 1.002602809, + "LDH_Level": 163.2243337, + "Calcium_Level": 9.654214469, + "Phosphorus_Level": 3.502657386, + "Glucose_Level": 118.1905765, + "Potassium_Level": 4.925109786, + "Sodium_Level": 141.7166345, + "Smoking_Pack_Years": 30.6641051 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.16229687, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.99236429, + "White_Blood_Cell_Count": 6.355083375, + "Platelet_Count": 178.4010188, + "Albumin_Level": 4.238179104, + "Alkaline_Phosphatase_Level": 40.66478978, + "Alanine_Aminotransferase_Level": 36.09693365, + "Aspartate_Aminotransferase_Level": 40.58799892, + "Creatinine_Level": 0.681293554, + "LDH_Level": 134.3732275, + "Calcium_Level": 9.680494447, + "Phosphorus_Level": 2.664872109, + "Glucose_Level": 102.0240398, + "Potassium_Level": 4.853320612, + "Sodium_Level": 138.7421603, + "Smoking_Pack_Years": 69.25985234 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.51447487, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.72694306, + "White_Blood_Cell_Count": 9.312413819, + "Platelet_Count": 444.1824899, + "Albumin_Level": 3.318581932, + "Alkaline_Phosphatase_Level": 78.43070907, + "Alanine_Aminotransferase_Level": 24.80003578, + "Aspartate_Aminotransferase_Level": 31.0523144, + "Creatinine_Level": 1.497643765, + "LDH_Level": 143.1642388, + "Calcium_Level": 8.660254385, + "Phosphorus_Level": 3.142742512, + "Glucose_Level": 132.1288639, + "Potassium_Level": 4.027225926, + "Sodium_Level": 139.9669136, + "Smoking_Pack_Years": 82.90619873 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.57443993, + "White_Blood_Cell_Count": 9.197883757, + "Platelet_Count": 445.8426098, + "Albumin_Level": 3.844968577, + "Alkaline_Phosphatase_Level": 42.05485845, + "Alanine_Aminotransferase_Level": 8.549466651, + "Aspartate_Aminotransferase_Level": 18.32582484, + "Creatinine_Level": 0.839771694, + "LDH_Level": 178.6012411, + "Calcium_Level": 8.479998578, + "Phosphorus_Level": 4.24796654, + "Glucose_Level": 143.332357, + "Potassium_Level": 4.798708136, + "Sodium_Level": 140.6531191, + "Smoking_Pack_Years": 29.76093073 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.63137763, + "White_Blood_Cell_Count": 8.782941449, + "Platelet_Count": 439.8982984, + "Albumin_Level": 3.623883083, + "Alkaline_Phosphatase_Level": 90.42626329, + "Alanine_Aminotransferase_Level": 35.57893811, + "Aspartate_Aminotransferase_Level": 42.99977288, + "Creatinine_Level": 1.133329418, + "LDH_Level": 159.7325347, + "Calcium_Level": 8.760685842, + "Phosphorus_Level": 4.779495536, + "Glucose_Level": 134.4904773, + "Potassium_Level": 3.948756346, + "Sodium_Level": 137.1791532, + "Smoking_Pack_Years": 23.41501925 + }, + { + "Age": 48, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.3745354, + "White_Blood_Cell_Count": 5.992506414, + "Platelet_Count": 322.463421, + "Albumin_Level": 3.585210241, + "Alkaline_Phosphatase_Level": 89.96330957, + "Alanine_Aminotransferase_Level": 19.29204288, + "Aspartate_Aminotransferase_Level": 45.22753311, + "Creatinine_Level": 1.274156529, + "LDH_Level": 243.1347359, + "Calcium_Level": 8.230346007, + "Phosphorus_Level": 3.199398555, + "Glucose_Level": 141.6718334, + "Potassium_Level": 3.530615621, + "Sodium_Level": 137.1756322, + "Smoking_Pack_Years": 10.6028313 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.52108587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.01418691, + "White_Blood_Cell_Count": 7.248604765, + "Platelet_Count": 191.0406468, + "Albumin_Level": 3.950838464, + "Alkaline_Phosphatase_Level": 30.74082976, + "Alanine_Aminotransferase_Level": 36.02102943, + "Aspartate_Aminotransferase_Level": 18.71655084, + "Creatinine_Level": 0.823557717, + "LDH_Level": 137.8404122, + "Calcium_Level": 10.29763554, + "Phosphorus_Level": 4.380039216, + "Glucose_Level": 135.5268771, + "Potassium_Level": 4.123353001, + "Sodium_Level": 139.0754213, + "Smoking_Pack_Years": 47.55731296 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.62005588, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.53965894, + "White_Blood_Cell_Count": 5.657622168, + "Platelet_Count": 208.9137184, + "Albumin_Level": 3.155425797, + "Alkaline_Phosphatase_Level": 92.44296864, + "Alanine_Aminotransferase_Level": 28.29483371, + "Aspartate_Aminotransferase_Level": 24.55419273, + "Creatinine_Level": 1.290009743, + "LDH_Level": 134.4947101, + "Calcium_Level": 8.391209735, + "Phosphorus_Level": 3.177500072, + "Glucose_Level": 86.69720923, + "Potassium_Level": 4.790911639, + "Sodium_Level": 135.9268569, + "Smoking_Pack_Years": 46.45316591 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.47365344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.17970398, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.74419415, + "White_Blood_Cell_Count": 7.998491233, + "Platelet_Count": 266.7106452, + "Albumin_Level": 3.585088348, + "Alkaline_Phosphatase_Level": 54.96206799, + "Alanine_Aminotransferase_Level": 16.53174259, + "Aspartate_Aminotransferase_Level": 12.25253594, + "Creatinine_Level": 1.005795079, + "LDH_Level": 207.3255666, + "Calcium_Level": 8.535314196, + "Phosphorus_Level": 2.516316838, + "Glucose_Level": 83.66379974, + "Potassium_Level": 4.851306086, + "Sodium_Level": 138.0495091, + "Smoking_Pack_Years": 73.01688082 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.60945684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.08978232, + "White_Blood_Cell_Count": 6.248023376, + "Platelet_Count": 434.0828693, + "Albumin_Level": 3.202396692, + "Alkaline_Phosphatase_Level": 46.04531292, + "Alanine_Aminotransferase_Level": 12.90867303, + "Aspartate_Aminotransferase_Level": 16.9104085, + "Creatinine_Level": 0.802309805, + "LDH_Level": 191.1186876, + "Calcium_Level": 8.209102968, + "Phosphorus_Level": 3.833576844, + "Glucose_Level": 86.51037856, + "Potassium_Level": 4.561925773, + "Sodium_Level": 139.5165461, + "Smoking_Pack_Years": 60.32678471 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.87628665, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.47270689, + "White_Blood_Cell_Count": 6.015940419, + "Platelet_Count": 322.6005606, + "Albumin_Level": 3.569820932, + "Alkaline_Phosphatase_Level": 60.00243382, + "Alanine_Aminotransferase_Level": 25.1859817, + "Aspartate_Aminotransferase_Level": 44.91370261, + "Creatinine_Level": 0.837667235, + "LDH_Level": 104.7280144, + "Calcium_Level": 8.45490152, + "Phosphorus_Level": 3.229055574, + "Glucose_Level": 130.5549068, + "Potassium_Level": 4.320082929, + "Sodium_Level": 141.5575846, + "Smoking_Pack_Years": 67.06090207 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.66709388, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.68671624, + "White_Blood_Cell_Count": 7.02489252, + "Platelet_Count": 193.3024721, + "Albumin_Level": 3.514894429, + "Alkaline_Phosphatase_Level": 61.63609949, + "Alanine_Aminotransferase_Level": 33.2963077, + "Aspartate_Aminotransferase_Level": 29.20290719, + "Creatinine_Level": 0.701439416, + "LDH_Level": 211.577132, + "Calcium_Level": 10.15072353, + "Phosphorus_Level": 3.319050646, + "Glucose_Level": 126.1745138, + "Potassium_Level": 4.303906244, + "Sodium_Level": 137.8271607, + "Smoking_Pack_Years": 93.26053733 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.75819286, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.56519808, + "White_Blood_Cell_Count": 7.072646076, + "Platelet_Count": 356.6257508, + "Albumin_Level": 3.625104817, + "Alkaline_Phosphatase_Level": 103.1230581, + "Alanine_Aminotransferase_Level": 26.08892175, + "Aspartate_Aminotransferase_Level": 31.60186873, + "Creatinine_Level": 0.934056799, + "LDH_Level": 169.7208467, + "Calcium_Level": 8.626518187, + "Phosphorus_Level": 4.336062498, + "Glucose_Level": 123.6481527, + "Potassium_Level": 4.008061441, + "Sodium_Level": 141.0992023, + "Smoking_Pack_Years": 9.017282965 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.19085015, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.84391547, + "White_Blood_Cell_Count": 8.010552503, + "Platelet_Count": 298.172668, + "Albumin_Level": 4.96394249, + "Alkaline_Phosphatase_Level": 30.9161833, + "Alanine_Aminotransferase_Level": 23.43885272, + "Aspartate_Aminotransferase_Level": 31.51194146, + "Creatinine_Level": 1.169657584, + "LDH_Level": 224.9352595, + "Calcium_Level": 9.861541254, + "Phosphorus_Level": 4.239829526, + "Glucose_Level": 101.870807, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 13.11193035, + "Aspartate_Aminotransferase_Level": 44.52473035, + "Creatinine_Level": 1.320483431, + "LDH_Level": 112.6859086, + "Calcium_Level": 9.822383085, + "Phosphorus_Level": 3.501883812, + "Glucose_Level": 137.4577238, + "Potassium_Level": 3.592381336, + "Sodium_Level": 137.985211, + "Smoking_Pack_Years": 96.95759603 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.69833006, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + 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+ "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.70888196, + "White_Blood_Cell_Count": 7.008276542, + "Platelet_Count": 437.7167475, + "Albumin_Level": 3.928143956, + "Alkaline_Phosphatase_Level": 67.03654897, + "Alanine_Aminotransferase_Level": 21.66999733, + "Aspartate_Aminotransferase_Level": 35.27329574, + "Creatinine_Level": 1.402076645, + "LDH_Level": 235.4171627, + "Calcium_Level": 10.12424628, + "Phosphorus_Level": 2.762410694, + "Glucose_Level": 89.03256833, + "Potassium_Level": 3.595932469, + "Sodium_Level": 138.5531378, + "Smoking_Pack_Years": 11.01793436 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.40301701, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.08723769, + "White_Blood_Cell_Count": 5.723494168, + "Platelet_Count": 381.0100096, + "Albumin_Level": 4.617566911, + "Alkaline_Phosphatase_Level": 43.73675099, + "Alanine_Aminotransferase_Level": 10.90510045, + "Aspartate_Aminotransferase_Level": 23.3329933, + "Creatinine_Level": 1.073502247, + "LDH_Level": 149.3875424, + "Calcium_Level": 9.92349714, + "Phosphorus_Level": 4.817219298, + "Glucose_Level": 75.82077988, + "Potassium_Level": 4.807062135, + "Sodium_Level": 144.6844991, + "Smoking_Pack_Years": 11.1372901 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.60236789, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.50159541, + "White_Blood_Cell_Count": 3.730592121, + "Platelet_Count": 213.397751, + "Albumin_Level": 4.109707007, + "Alkaline_Phosphatase_Level": 61.10541268, + "Alanine_Aminotransferase_Level": 11.94575475, + "Aspartate_Aminotransferase_Level": 38.15364441, + "Creatinine_Level": 1.211283792, + "LDH_Level": 219.1160743, + "Calcium_Level": 9.236288527, + "Phosphorus_Level": 3.087526049, + "Glucose_Level": 105.6787686, + "Potassium_Level": 4.946166575, + "Sodium_Level": 143.867566, + "Smoking_Pack_Years": 24.3691539 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.70422744, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.91711091, + "White_Blood_Cell_Count": 9.573617787, + "Platelet_Count": 382.903349, + "Albumin_Level": 3.828712554, + "Alkaline_Phosphatase_Level": 105.839261, + "Alanine_Aminotransferase_Level": 8.030335565, + "Aspartate_Aminotransferase_Level": 48.53587345, + "Creatinine_Level": 1.471206288, + "LDH_Level": 222.8948025, + "Calcium_Level": 8.917890283, + "Phosphorus_Level": 2.676817698, + "Glucose_Level": 118.8994173, + "Potassium_Level": 4.936767037, + "Sodium_Level": 135.6716389, + "Smoking_Pack_Years": 83.45754224 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.23204929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.4458287, + "White_Blood_Cell_Count": 9.415124449, + "Platelet_Count": 209.06702, + "Albumin_Level": 4.195764262, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.95954985, + "White_Blood_Cell_Count": 6.914453451, + "Platelet_Count": 426.0134897, + "Albumin_Level": 4.023933013, + "Alkaline_Phosphatase_Level": 68.25546827, + "Alanine_Aminotransferase_Level": 10.56830079, + "Aspartate_Aminotransferase_Level": 24.81501541, + "Creatinine_Level": 1.051836865, + "LDH_Level": 205.9691408, + "Calcium_Level": 9.187071047, + "Phosphorus_Level": 4.818271203, + "Glucose_Level": 108.0480959, + "Potassium_Level": 3.793541277, + "Sodium_Level": 136.8989003, + "Smoking_Pack_Years": 78.23101253 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.28597534, + "White_Blood_Cell_Count": 4.901249973, + "Platelet_Count": 365.01626, + "Albumin_Level": 4.850858676, + "Alkaline_Phosphatase_Level": 101.1561468, + "Alanine_Aminotransferase_Level": 19.47525387, + "Aspartate_Aminotransferase_Level": 26.57303673, + "Creatinine_Level": 0.531770315, + "LDH_Level": 187.683825, + "Calcium_Level": 9.975827398, + "Phosphorus_Level": 4.894750076, + "Glucose_Level": 146.4329447, + "Potassium_Level": 4.088102077, + "Sodium_Level": 141.6334735, + "Smoking_Pack_Years": 19.08574001 + }, + { + "Age": 66, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.57352492, + "White_Blood_Cell_Count": 8.961698804, + "Platelet_Count": 406.1318023, + "Albumin_Level": 4.85187052, + "Alkaline_Phosphatase_Level": 39.2694232, + "Alanine_Aminotransferase_Level": 17.02398058, + "Aspartate_Aminotransferase_Level": 44.06034607, + "Creatinine_Level": 0.59133813, + "LDH_Level": 180.0900863, + "Calcium_Level": 9.089090165, + "Phosphorus_Level": 4.33635299, + "Glucose_Level": 130.3433604, + "Potassium_Level": 4.278144147, + "Sodium_Level": 136.8261246, + "Smoking_Pack_Years": 20.7623574 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.51392347, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.13910482, + "White_Blood_Cell_Count": 8.459499993, + "Platelet_Count": 193.6417643, + "Albumin_Level": 3.694910018, + "Alkaline_Phosphatase_Level": 30.63209493, + "Alanine_Aminotransferase_Level": 29.08481291, + "Aspartate_Aminotransferase_Level": 45.45563446, + "Creatinine_Level": 1.450375805, + "LDH_Level": 183.5161057, + "Calcium_Level": 9.94429334, + "Phosphorus_Level": 3.594934403, + "Glucose_Level": 74.79587438, + "Potassium_Level": 3.784445607, + "Sodium_Level": 137.9704603, + "Smoking_Pack_Years": 39.74489701 + }, + { 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"Creatinine_Level": 0.754989074, + "LDH_Level": 152.4685089, + "Calcium_Level": 9.695582393, + "Phosphorus_Level": 4.564985649, + "Glucose_Level": 119.7566136, + "Potassium_Level": 4.680903316, + "Sodium_Level": 143.9612275, + "Smoking_Pack_Years": 53.16231905 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.63351165, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.61080262, + 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135.1235745, + "Smoking_Pack_Years": 33.85593935 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.81069613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.01605259, + "White_Blood_Cell_Count": 5.084173953, + "Platelet_Count": 220.8145771, + "Albumin_Level": 3.186951905, + "Alkaline_Phosphatase_Level": 47.16086343, + "Alanine_Aminotransferase_Level": 25.91746228, + "Aspartate_Aminotransferase_Level": 28.73783512, + "Creatinine_Level": 1.415569443, + "LDH_Level": 239.0576603, + "Calcium_Level": 8.037125284, + "Phosphorus_Level": 3.585367289, + "Glucose_Level": 95.29586243, + "Potassium_Level": 4.820082607, + "Sodium_Level": 143.7350358, + "Smoking_Pack_Years": 44.94580658 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.71012336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.15558299, + "White_Blood_Cell_Count": 4.358579767, + "Platelet_Count": 322.3701401, + "Albumin_Level": 4.257025324, + "Alkaline_Phosphatase_Level": 115.1802043, + "Alanine_Aminotransferase_Level": 24.02498759, + "Aspartate_Aminotransferase_Level": 30.57221928, + "Creatinine_Level": 0.733995654, + "LDH_Level": 155.489331, + "Calcium_Level": 8.363482707, + "Phosphorus_Level": 3.404027356, + "Glucose_Level": 137.2623473, + "Potassium_Level": 3.794819596, + "Sodium_Level": 136.6466752, + "Smoking_Pack_Years": 65.75820151 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.62970523, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": 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39.64806799, + "Aspartate_Aminotransferase_Level": 19.9251243, + "Creatinine_Level": 1.19729957, + "LDH_Level": 207.2467488, + "Calcium_Level": 8.806801562, + "Phosphorus_Level": 4.219367041, + "Glucose_Level": 123.9934675, + "Potassium_Level": 4.903949378, + "Sodium_Level": 135.2800098, + "Smoking_Pack_Years": 63.89944316 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.91395419, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 61, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.15879389, + "White_Blood_Cell_Count": 5.445784126, + "Platelet_Count": 362.2556958, + "Albumin_Level": 4.010814263, + "Alkaline_Phosphatase_Level": 82.68533633, + "Alanine_Aminotransferase_Level": 16.75704585, + "Aspartate_Aminotransferase_Level": 33.8628299, + "Creatinine_Level": 0.873211986, + "LDH_Level": 227.378495, + "Calcium_Level": 9.964801185, + "Phosphorus_Level": 4.393810172, + "Glucose_Level": 126.0496895, + "Potassium_Level": 4.225353744, + "Sodium_Level": 135.5546498, + "Smoking_Pack_Years": 48.21801792 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.11092654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.29314894, + "White_Blood_Cell_Count": 5.657764524, + "Platelet_Count": 220.9032515, + "Albumin_Level": 4.312100798, + "Alkaline_Phosphatase_Level": 54.53539659, + "Alanine_Aminotransferase_Level": 26.85001863, + "Aspartate_Aminotransferase_Level": 43.09351478, + "Creatinine_Level": 1.383555443, + "LDH_Level": 173.4691632, + "Calcium_Level": 9.713055965, + "Phosphorus_Level": 3.907832165, + "Glucose_Level": 99.97005801, + "Potassium_Level": 4.382750811, + "Sodium_Level": 136.2303048, + "Smoking_Pack_Years": 40.95898051 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.39606223, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.1185872, + "White_Blood_Cell_Count": 3.955999676, + "Platelet_Count": 406.5236601, + "Albumin_Level": 4.875563609, + "Alkaline_Phosphatase_Level": 87.65248595, + "Alanine_Aminotransferase_Level": 12.26298089, + "Aspartate_Aminotransferase_Level": 20.3125036, + "Creatinine_Level": 1.225574251, + "LDH_Level": 201.5786781, + "Calcium_Level": 9.864875819, + "Phosphorus_Level": 2.823002464, + "Glucose_Level": 102.8155551, + 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"Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.87298036, + "White_Blood_Cell_Count": 7.696702697, + "Platelet_Count": 386.6323903, + "Albumin_Level": 3.081504001, + "Alkaline_Phosphatase_Level": 91.03604705, + "Alanine_Aminotransferase_Level": 33.30591152, + "Aspartate_Aminotransferase_Level": 39.12719098, + "Creatinine_Level": 0.518464497, + "LDH_Level": 102.4522416, + "Calcium_Level": 9.899775738, + "Phosphorus_Level": 3.882061248, + "Glucose_Level": 96.69098796, + "Potassium_Level": 3.533831305, + "Sodium_Level": 135.7723694, + "Smoking_Pack_Years": 4.935210966 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.39142867, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.89502887, + "White_Blood_Cell_Count": 6.815112447, + "Platelet_Count": 372.5026185, + "Albumin_Level": 4.614961282, + "Alkaline_Phosphatase_Level": 101.1321482, + "Alanine_Aminotransferase_Level": 24.17138722, + "Aspartate_Aminotransferase_Level": 13.26638805, + "Creatinine_Level": 1.094655963, + "LDH_Level": 179.930827, + "Calcium_Level": 10.1015, + "Phosphorus_Level": 4.22258726, + "Glucose_Level": 77.3453861, + "Potassium_Level": 3.88972742, + "Sodium_Level": 140.1958048, + "Smoking_Pack_Years": 19.3436597 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.90240922, + "Tumor_Location": "Upper Lobe", 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"Alanine_Aminotransferase_Level": 17.18935575, + "Aspartate_Aminotransferase_Level": 35.58038408, + "Creatinine_Level": 1.040378461, + "LDH_Level": 112.5310521, + "Calcium_Level": 10.05494399, + "Phosphorus_Level": 4.831909534, + "Glucose_Level": 145.6662693, + "Potassium_Level": 3.666951178, + "Sodium_Level": 143.4276629, + "Smoking_Pack_Years": 51.22439212 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.5962986, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.66610734, + "White_Blood_Cell_Count": 6.003673122, + "Platelet_Count": 277.9039367, + "Albumin_Level": 3.147919745, + "Alkaline_Phosphatase_Level": 72.82760548, + "Alanine_Aminotransferase_Level": 5.82259387, + "Aspartate_Aminotransferase_Level": 17.77220442, + "Creatinine_Level": 0.563131463, + "LDH_Level": 219.5437001, + "Calcium_Level": 8.365388695, + "Phosphorus_Level": 3.137271282, + "Glucose_Level": 136.508888, + "Potassium_Level": 4.697308458, + "Sodium_Level": 140.8185224, + "Smoking_Pack_Years": 87.19223858 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.40523455, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 15.97106014, + "Aspartate_Aminotransferase_Level": 16.4297299, + "Creatinine_Level": 1.151087871, + "LDH_Level": 219.2683029, + "Calcium_Level": 8.989632699, + "Phosphorus_Level": 2.992965772, + "Glucose_Level": 142.2883607, + "Potassium_Level": 4.340885342, + "Sodium_Level": 135.2001267, + "Smoking_Pack_Years": 57.41509409 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.92217567, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.54074553, + "White_Blood_Cell_Count": 6.86753356, + "Platelet_Count": 420.0528955, + "Albumin_Level": 4.568539426, + "Alkaline_Phosphatase_Level": 54.17595331, + "Alanine_Aminotransferase_Level": 17.2231704, + "Aspartate_Aminotransferase_Level": 40.76433965, + "Creatinine_Level": 0.763306544, + "LDH_Level": 128.3864675, + "Calcium_Level": 9.926908437, + "Phosphorus_Level": 2.943071563, + "Glucose_Level": 137.3118976, + "Potassium_Level": 3.890245867, + "Sodium_Level": 143.0434951, + "Smoking_Pack_Years": 38.75009845 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.86399675, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.0458656, + "White_Blood_Cell_Count": 7.951747971, + "Platelet_Count": 417.9250545, + "Albumin_Level": 3.737764871, + "Alkaline_Phosphatase_Level": 49.53562558, + "Alanine_Aminotransferase_Level": 26.05870282, + "Aspartate_Aminotransferase_Level": 38.45696542, + "Creatinine_Level": 0.582854389, + "LDH_Level": 105.7861257, + "Calcium_Level": 9.546770239, + "Phosphorus_Level": 4.540585234, + "Glucose_Level": 128.1993302, + "Potassium_Level": 3.50508278, + "Sodium_Level": 137.3311322, + "Smoking_Pack_Years": 54.07298363 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.83371036, + "Tumor_Location": "Upper 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.37705142, + "White_Blood_Cell_Count": 5.082122262, + "Platelet_Count": 385.5371507, + "Albumin_Level": 3.228331325, + "Alkaline_Phosphatase_Level": 60.04699315, + "Alanine_Aminotransferase_Level": 37.45182468, + "Aspartate_Aminotransferase_Level": 35.39992523, + "Creatinine_Level": 1.453156685, + "LDH_Level": 232.9430156, + "Calcium_Level": 8.348319668, + "Phosphorus_Level": 4.722539389, + "Glucose_Level": 84.18502695, + "Potassium_Level": 3.529765471, + "Sodium_Level": 139.9562557, + "Smoking_Pack_Years": 95.70810865 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.36750497, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.26092191, + "White_Blood_Cell_Count": 7.109498517, + "Platelet_Count": 268.1639609, + "Albumin_Level": 3.006659542, + "Alkaline_Phosphatase_Level": 110.9151971, + "Alanine_Aminotransferase_Level": 8.346076434, + "Aspartate_Aminotransferase_Level": 41.18341841, + "Creatinine_Level": 1.377067137, + "LDH_Level": 217.1214356, + "Calcium_Level": 9.990806246, + "Phosphorus_Level": 4.426200278, + "Glucose_Level": 129.326861, + "Potassium_Level": 4.178676113, + "Sodium_Level": 144.9320989, + "Smoking_Pack_Years": 42.83008741 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.05793316, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.10193455, + "White_Blood_Cell_Count": 4.283034963, + "Platelet_Count": 174.9138477, + "Albumin_Level": 3.119002919, + "Alkaline_Phosphatase_Level": 38.1996557, + "Alanine_Aminotransferase_Level": 7.367789109, + "Aspartate_Aminotransferase_Level": 14.05787075, + "Creatinine_Level": 0.826655287, + "LDH_Level": 150.1491806, + "Calcium_Level": 10.29234739, + "Phosphorus_Level": 4.732770465, + "Glucose_Level": 95.84314785, + "Potassium_Level": 3.5167905, + "Sodium_Level": 136.3487131, + "Smoking_Pack_Years": 61.72728288 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.20241237, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.82970679, + "White_Blood_Cell_Count": 9.163610833, + "Platelet_Count": 375.7619974, + "Albumin_Level": 3.563256303, + "Alkaline_Phosphatase_Level": 43.61919393, + "Alanine_Aminotransferase_Level": 20.87536455, + "Aspartate_Aminotransferase_Level": 47.9780466, + "Creatinine_Level": 0.859341809, + "LDH_Level": 177.04294, + "Calcium_Level": 9.03724288, + "Phosphorus_Level": 4.976674864, + "Glucose_Level": 137.7802852, + "Potassium_Level": 4.728013621, + "Sodium_Level": 135.6441956, + "Smoking_Pack_Years": 83.33760782 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.33636888, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.87378505, + "White_Blood_Cell_Count": 7.23802724, + "Platelet_Count": 238.176659, + "Albumin_Level": 3.034424846, + "Alkaline_Phosphatase_Level": 70.84269699, + "Alanine_Aminotransferase_Level": 20.45421321, + "Aspartate_Aminotransferase_Level": 47.70022865, + "Creatinine_Level": 1.267000889, + "LDH_Level": 173.3998315, + "Calcium_Level": 8.540031928, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.90542484, + "White_Blood_Cell_Count": 5.340684206, + "Platelet_Count": 188.2195454, + "Albumin_Level": 3.227584037, + "Alkaline_Phosphatase_Level": 64.62701529, + "Alanine_Aminotransferase_Level": 19.523053, + "Aspartate_Aminotransferase_Level": 35.88604687, + "Creatinine_Level": 0.746212218, + "LDH_Level": 135.1564908, + "Calcium_Level": 9.998471296, + "Phosphorus_Level": 2.989758931, + "Glucose_Level": 108.1540111, + "Potassium_Level": 4.95226733, + "Sodium_Level": 144.4335997, + "Smoking_Pack_Years": 95.37888683 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 102.5840092, + "Alanine_Aminotransferase_Level": 9.046185454, + "Aspartate_Aminotransferase_Level": 39.52309942, + "Creatinine_Level": 1.303657859, + "LDH_Level": 188.8438536, + "Calcium_Level": 8.68913866, + "Phosphorus_Level": 4.056596307, + "Glucose_Level": 114.4354885, + "Potassium_Level": 4.346749185, + "Sodium_Level": 141.4374394, + "Smoking_Pack_Years": 23.17361208 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.69606962, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.89378322, + "White_Blood_Cell_Count": 9.004133478, + "Platelet_Count": 211.5589682, + "Albumin_Level": 4.475102647, + "Alkaline_Phosphatase_Level": 37.9703856, + "Alanine_Aminotransferase_Level": 21.70372934, + "Aspartate_Aminotransferase_Level": 27.60272192, + "Creatinine_Level": 0.699777439, + "LDH_Level": 201.238422, + "Calcium_Level": 8.527465225, + "Phosphorus_Level": 3.659236861, + "Glucose_Level": 140.9023786, + "Potassium_Level": 4.672677842, + "Sodium_Level": 136.0998537, + "Smoking_Pack_Years": 63.6615421 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 31.46696508, + "Alanine_Aminotransferase_Level": 8.802673474, + "Aspartate_Aminotransferase_Level": 33.84074903, + "Creatinine_Level": 1.146680575, + "LDH_Level": 145.0843989, + "Calcium_Level": 9.884741697, + "Phosphorus_Level": 3.689324717, + "Glucose_Level": 109.3655503, + "Potassium_Level": 4.46115384, + "Sodium_Level": 140.072328, + "Smoking_Pack_Years": 48.95573868 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.86733872, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.7030569, + "White_Blood_Cell_Count": 9.050692406, + "Platelet_Count": 211.5803894, + "Albumin_Level": 3.728043952, + "Alkaline_Phosphatase_Level": 101.6596839, + "Alanine_Aminotransferase_Level": 24.40838764, + "Aspartate_Aminotransferase_Level": 13.12829235, + "Creatinine_Level": 0.619762746, + "LDH_Level": 232.845063, + "Calcium_Level": 9.465914885, + "Phosphorus_Level": 4.79998801, + "Glucose_Level": 148.6742968, + "Potassium_Level": 4.996902531, + "Sodium_Level": 143.4115143, + "Smoking_Pack_Years": 74.08931355 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.68769083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.2134439, + "White_Blood_Cell_Count": 7.107052468, + "Platelet_Count": 189.708829, + "Albumin_Level": 3.00889691, + "Alkaline_Phosphatase_Level": 37.65738357, + "Alanine_Aminotransferase_Level": 23.64031217, + "Aspartate_Aminotransferase_Level": 14.97530827, + "Creatinine_Level": 1.495060939, + "LDH_Level": 160.4330914, + "Calcium_Level": 9.9282835, + "Phosphorus_Level": 4.224690254, + "Glucose_Level": 137.598406, + "Potassium_Level": 3.76504052, + "Sodium_Level": 136.5222841, + "Smoking_Pack_Years": 90.22173177 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.45065287, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.33835341, + "White_Blood_Cell_Count": 4.421004702, + "Platelet_Count": 155.3418093, + "Albumin_Level": 3.606435677, + "Alkaline_Phosphatase_Level": 83.86395119, + "Alanine_Aminotransferase_Level": 33.16941077, + "Aspartate_Aminotransferase_Level": 49.98648065, + "Creatinine_Level": 0.982581048, + "LDH_Level": 247.3648931, + "Calcium_Level": 8.327345107, + "Phosphorus_Level": 4.348460789, + "Glucose_Level": 102.3943799, + "Potassium_Level": 4.694973074, + "Sodium_Level": 141.2405657, + "Smoking_Pack_Years": 75.3441045 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.42494921, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.75994735, + "White_Blood_Cell_Count": 3.930934249, + "Platelet_Count": 255.3626151, + "Albumin_Level": 4.981447105, + "Alkaline_Phosphatase_Level": 63.19943633, + "Alanine_Aminotransferase_Level": 25.47777229, + "Aspartate_Aminotransferase_Level": 37.86468704, + "Creatinine_Level": 1.121061105, + "LDH_Level": 165.6865962, + "Calcium_Level": 8.066208738, + "Phosphorus_Level": 2.543905878, + "Glucose_Level": 119.8948826, + "Potassium_Level": 4.604024069, + "Sodium_Level": 135.5651605, + "Smoking_Pack_Years": 39.05376978 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.46278898, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.03270397, + "White_Blood_Cell_Count": 9.276165037, + "Platelet_Count": 228.527532, + "Albumin_Level": 4.541543499, + "Alkaline_Phosphatase_Level": 49.46171817, + "Alanine_Aminotransferase_Level": 19.13027227, + "Aspartate_Aminotransferase_Level": 40.77173607, + "Creatinine_Level": 0.964741284, + "LDH_Level": 125.8150825, + "Calcium_Level": 9.726422333, + "Phosphorus_Level": 3.698894198, + "Glucose_Level": 92.44408371, + "Potassium_Level": 4.414727702, + "Sodium_Level": 136.7799128, + "Smoking_Pack_Years": 68.65927206 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.838774, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.26008447, + "White_Blood_Cell_Count": 4.150510671, + "Platelet_Count": 215.4661322, + "Albumin_Level": 4.898355995, + "Alkaline_Phosphatase_Level": 69.28299327, + "Alanine_Aminotransferase_Level": 8.731155973, + "Aspartate_Aminotransferase_Level": 47.65710918, + "Creatinine_Level": 1.414260006, + "LDH_Level": 193.7996487, + "Calcium_Level": 9.309796162, + "Phosphorus_Level": 3.330784174, + "Glucose_Level": 73.44775197, + "Potassium_Level": 3.995369815, + "Sodium_Level": 138.0730106, + "Smoking_Pack_Years": 52.28266013 + }, + { + "Age": 67, + "Gender": "Male", 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"Calcium_Level": 9.844683453, + "Phosphorus_Level": 3.320835461, + "Glucose_Level": 77.1276208, + "Potassium_Level": 3.873972187, + "Sodium_Level": 137.7018768, + "Smoking_Pack_Years": 39.56963993 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.12665683, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.47682431, + "White_Blood_Cell_Count": 4.090021998, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.92975011, + "White_Blood_Cell_Count": 9.618191432, + "Platelet_Count": 276.9589548, + "Albumin_Level": 4.314515434, + "Alkaline_Phosphatase_Level": 87.94605837, + "Alanine_Aminotransferase_Level": 21.10485018, + "Aspartate_Aminotransferase_Level": 29.99240174, + "Creatinine_Level": 0.943723746, + "LDH_Level": 215.0357137, + "Calcium_Level": 8.149812913, + "Phosphorus_Level": 4.834349458, + "Glucose_Level": 127.888445, + "Potassium_Level": 4.735847161, + "Sodium_Level": 141.499762, + "Smoking_Pack_Years": 74.48022583 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.2035458, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.66858606, + "White_Blood_Cell_Count": 6.962254749, + "Platelet_Count": 249.1472416, + "Albumin_Level": 4.831593847, + "Alkaline_Phosphatase_Level": 96.20493755, + "Alanine_Aminotransferase_Level": 36.88532521, + "Aspartate_Aminotransferase_Level": 16.49587382, + "Creatinine_Level": 0.849359376, + "LDH_Level": 218.9745372, + "Calcium_Level": 8.22414759, + "Phosphorus_Level": 3.596581809, + "Glucose_Level": 143.6444329, + "Potassium_Level": 3.788808691, + "Sodium_Level": 144.1593635, + "Smoking_Pack_Years": 26.06187732 + }, + { + "Age": 32, + "Gender": "Male", 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199.1209082, + "Calcium_Level": 8.380494186, + "Phosphorus_Level": 3.632185716, + "Glucose_Level": 88.78803804, + "Potassium_Level": 4.679559794, + "Sodium_Level": 141.0400225, + "Smoking_Pack_Years": 47.74879778 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.15861185, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.28693943, + "White_Blood_Cell_Count": 7.884430227, + "Platelet_Count": 405.5232406, + "Albumin_Level": 3.718542876, + "Alkaline_Phosphatase_Level": 61.99460464, + "Alanine_Aminotransferase_Level": 12.64799056, + "Aspartate_Aminotransferase_Level": 39.00960208, + "Creatinine_Level": 0.911384088, + "LDH_Level": 208.3781996, + "Calcium_Level": 8.478234954, + "Phosphorus_Level": 3.914494326, + "Glucose_Level": 130.4512196, + "Potassium_Level": 4.368935812, + "Sodium_Level": 139.8136487, + "Smoking_Pack_Years": 21.7629881 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.54019978, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.99692212, + "White_Blood_Cell_Count": 6.110777787, + "Platelet_Count": 282.8694683, + "Albumin_Level": 4.100445503, + "Alkaline_Phosphatase_Level": 76.38021514, + "Alanine_Aminotransferase_Level": 8.020231207, + "Aspartate_Aminotransferase_Level": 48.63661471, + "Creatinine_Level": 1.212162365, + "LDH_Level": 188.1848319, + "Calcium_Level": 8.995900452, + "Phosphorus_Level": 3.519758388, + "Glucose_Level": 95.23459285, + "Potassium_Level": 4.716655659, + "Sodium_Level": 140.4326849, + "Smoking_Pack_Years": 62.93789781 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.93287848, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "African 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"Creatinine_Level": 1.124525655, + "LDH_Level": 141.7962803, + "Calcium_Level": 9.404712754, + "Phosphorus_Level": 3.829485602, + "Glucose_Level": 89.64028463, + "Potassium_Level": 3.661411194, + "Sodium_Level": 141.5302757, + "Smoking_Pack_Years": 81.1803992 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.72036788, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.67139997, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.17459104, + "White_Blood_Cell_Count": 9.736779894, + "Platelet_Count": 287.5449369, + "Albumin_Level": 4.139750607, + "Alkaline_Phosphatase_Level": 49.43604141, + "Alanine_Aminotransferase_Level": 34.63005453, + "Aspartate_Aminotransferase_Level": 48.47221487, + "Creatinine_Level": 1.238433539, + "LDH_Level": 217.3000594, + "Calcium_Level": 9.321745671, + "Phosphorus_Level": 2.903609278, + "Glucose_Level": 89.94922089, + "Potassium_Level": 3.74274551, + "Sodium_Level": 141.6475811, + "Smoking_Pack_Years": 48.51398386 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.66838911, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.86038689, + "White_Blood_Cell_Count": 5.951997241, + "Platelet_Count": 218.6392652, + "Albumin_Level": 3.998271819, + "Alkaline_Phosphatase_Level": 108.684731, + "Alanine_Aminotransferase_Level": 17.42139011, + "Aspartate_Aminotransferase_Level": 28.41250632, + "Creatinine_Level": 0.584688957, + "LDH_Level": 141.7117258, + "Calcium_Level": 9.143784365, + "Phosphorus_Level": 4.728423673, + "Glucose_Level": 77.03702423, + "Potassium_Level": 3.557723417, + "Sodium_Level": 137.2849687, + "Smoking_Pack_Years": 34.47052936 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.49262415, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.31221953, + "White_Blood_Cell_Count": 7.404494876, + "Platelet_Count": 384.4331306, + "Albumin_Level": 4.397289438, + "Alkaline_Phosphatase_Level": 108.0552665, + "Alanine_Aminotransferase_Level": 16.28575057, + "Aspartate_Aminotransferase_Level": 20.36618851, + "Creatinine_Level": 1.066667253, + "LDH_Level": 115.8891359, + "Calcium_Level": 9.81228809, + "Phosphorus_Level": 4.606864036, + "Glucose_Level": 110.5201679, + "Potassium_Level": 3.936603755, + "Sodium_Level": 136.7846855, + "Smoking_Pack_Years": 6.090310045 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.95910213, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.71223088, + "White_Blood_Cell_Count": 4.479059153, + "Platelet_Count": 201.9040527, + "Albumin_Level": 3.937460825, + "Alkaline_Phosphatase_Level": 75.77500476, + "Alanine_Aminotransferase_Level": 36.41992547, + "Aspartate_Aminotransferase_Level": 29.59963771, + "Creatinine_Level": 0.59079277, + "LDH_Level": 136.2670671, + "Calcium_Level": 9.094553246, + "Phosphorus_Level": 4.699501895, + "Glucose_Level": 124.6274302, + "Potassium_Level": 4.367279856, + "Sodium_Level": 143.5200182, + "Smoking_Pack_Years": 35.57506676 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.32822936, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.22408738, + "White_Blood_Cell_Count": 5.780991944, + "Platelet_Count": 304.2545327, + "Albumin_Level": 4.024340548, + "Alkaline_Phosphatase_Level": 109.9404564, + "Alanine_Aminotransferase_Level": 7.236222115, + "Aspartate_Aminotransferase_Level": 46.86742991, + "Creatinine_Level": 0.565030968, + "LDH_Level": 191.7058382, + "Calcium_Level": 9.362994037, + "Phosphorus_Level": 4.231613544, + "Glucose_Level": 88.54982336, + "Potassium_Level": 3.545840428, + "Sodium_Level": 137.9272107, + "Smoking_Pack_Years": 20.61320919 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": 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350.924874, + "Albumin_Level": 3.422864922, + "Alkaline_Phosphatase_Level": 107.6856323, + "Alanine_Aminotransferase_Level": 31.62669488, + "Aspartate_Aminotransferase_Level": 15.4202354, + "Creatinine_Level": 1.117396819, + "LDH_Level": 225.2271695, + "Calcium_Level": 8.872159212, + "Phosphorus_Level": 4.644971497, + "Glucose_Level": 93.45548986, + "Potassium_Level": 3.806657245, + "Sodium_Level": 140.9736822, + "Smoking_Pack_Years": 17.92527258 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.30462267, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.79246191, + "White_Blood_Cell_Count": 3.629958071, + "Platelet_Count": 354.2237367, + "Albumin_Level": 3.435113626, + "Alkaline_Phosphatase_Level": 89.49706413, + "Alanine_Aminotransferase_Level": 12.37496793, + "Aspartate_Aminotransferase_Level": 48.92318349, + "Creatinine_Level": 1.119758395, + "LDH_Level": 240.587478, + "Calcium_Level": 9.861330693, + "Phosphorus_Level": 4.182865883, + "Glucose_Level": 138.5691578, + "Potassium_Level": 4.999585952, + "Sodium_Level": 141.8473335, + "Smoking_Pack_Years": 5.143833191 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.4119408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.35578126, + "White_Blood_Cell_Count": 3.697711133, + "Platelet_Count": 330.3889221, + "Albumin_Level": 4.212067762, + "Alkaline_Phosphatase_Level": 97.05987544, + "Alanine_Aminotransferase_Level": 36.27393495, + "Aspartate_Aminotransferase_Level": 40.62698388, + "Creatinine_Level": 0.925493332, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.35973749, + "White_Blood_Cell_Count": 7.872842962, + "Platelet_Count": 362.040634, + "Albumin_Level": 4.477364721, + "Alkaline_Phosphatase_Level": 84.98896297, + "Alanine_Aminotransferase_Level": 7.678702249, + "Aspartate_Aminotransferase_Level": 33.78195927, + "Creatinine_Level": 0.68380787, + "LDH_Level": 181.7020421, + "Calcium_Level": 8.306681274, + "Phosphorus_Level": 4.321374268, + "Glucose_Level": 81.48536419, + "Potassium_Level": 4.055450673, + "Sodium_Level": 139.853911, + "Smoking_Pack_Years": 66.11688764 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.26243468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.44927018, + "White_Blood_Cell_Count": 4.98796787, + "Platelet_Count": 444.1289868, + "Albumin_Level": 4.700005818, + "Alkaline_Phosphatase_Level": 32.04578422, + "Alanine_Aminotransferase_Level": 24.14049348, + "Aspartate_Aminotransferase_Level": 45.3647499, + "Creatinine_Level": 1.292966555, + "LDH_Level": 201.0465197, + "Calcium_Level": 8.684832325, + "Phosphorus_Level": 4.847855859, + "Glucose_Level": 126.6218261, + "Potassium_Level": 4.431166387, + "Sodium_Level": 135.7599289, + "Smoking_Pack_Years": 76.50624744 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.80835222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.43961023, + "White_Blood_Cell_Count": 6.470133042, + "Platelet_Count": 369.4750134, + "Albumin_Level": 4.574957513, + "Alkaline_Phosphatase_Level": 62.12654589, + "Alanine_Aminotransferase_Level": 9.909680368, + "Aspartate_Aminotransferase_Level": 36.11048755, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.99616831, + "White_Blood_Cell_Count": 5.65510978, + "Platelet_Count": 343.241898, + "Albumin_Level": 4.441584142, + "Alkaline_Phosphatase_Level": 95.76449175, + "Alanine_Aminotransferase_Level": 30.12217881, + "Aspartate_Aminotransferase_Level": 24.48502703, + "Creatinine_Level": 1.337076966, + "LDH_Level": 209.2004666, + "Calcium_Level": 8.832377337, + "Phosphorus_Level": 3.211127883, + "Glucose_Level": 102.8495008, + "Potassium_Level": 3.537887948, + "Sodium_Level": 140.6429826, + "Smoking_Pack_Years": 62.61670506 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.3896823, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 35.75416423, + "Creatinine_Level": 0.523190471, + "LDH_Level": 110.861044, + "Calcium_Level": 10.05448847, + "Phosphorus_Level": 3.875291976, + "Glucose_Level": 88.44687997, + "Potassium_Level": 4.898241843, + "Sodium_Level": 139.4485659, + "Smoking_Pack_Years": 85.33807555 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.01167974, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.2908442, + "White_Blood_Cell_Count": 4.912579323, + "Platelet_Count": 237.3350331, + "Albumin_Level": 4.97312413, + "Alkaline_Phosphatase_Level": 47.55432593, + "Alanine_Aminotransferase_Level": 23.58160827, + "Aspartate_Aminotransferase_Level": 32.98951702, + "Creatinine_Level": 1.262943346, + "LDH_Level": 216.5208542, + "Calcium_Level": 9.416830887, + "Phosphorus_Level": 4.049100029, + "Glucose_Level": 121.8511898, + "Potassium_Level": 4.251260529, + "Sodium_Level": 144.1686601, + "Smoking_Pack_Years": 66.70618691 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.4584459, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.33887962, + "White_Blood_Cell_Count": 8.815373041, + "Platelet_Count": 160.9104841, + "Albumin_Level": 4.068922624, + "Alkaline_Phosphatase_Level": 64.22158066, + "Alanine_Aminotransferase_Level": 17.64688243, + "Aspartate_Aminotransferase_Level": 10.49815508, + "Creatinine_Level": 0.74807695, + "LDH_Level": 183.5814375, + "Calcium_Level": 9.314715943, + "Phosphorus_Level": 4.751221763, + "Glucose_Level": 124.8627455, + "Potassium_Level": 4.625267577, + "Sodium_Level": 135.5981449, + "Smoking_Pack_Years": 55.81775984 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.59255698, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.4729551, + "White_Blood_Cell_Count": 7.914490692, + "Platelet_Count": 289.0776141, + "Albumin_Level": 3.183567319, + "Alkaline_Phosphatase_Level": 54.53258004, + "Alanine_Aminotransferase_Level": 16.98923739, + "Aspartate_Aminotransferase_Level": 37.72143691, + "Creatinine_Level": 0.639867119, + "LDH_Level": 225.6681696, + "Calcium_Level": 10.23758925, + "Phosphorus_Level": 4.451182436, + "Glucose_Level": 81.15740612, + "Potassium_Level": 4.236875316, + "Sodium_Level": 144.057178, + "Smoking_Pack_Years": 28.03669104 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.05879236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.79144851, + "White_Blood_Cell_Count": 5.424169653, + "Platelet_Count": 329.6638223, + "Albumin_Level": 3.995070331, + "Alkaline_Phosphatase_Level": 67.47837205, + "Alanine_Aminotransferase_Level": 35.88909392, + "Aspartate_Aminotransferase_Level": 41.18063282, + "Creatinine_Level": 0.784828552, + "LDH_Level": 249.1014995, + "Calcium_Level": 8.028930238, + "Phosphorus_Level": 3.478170464, + "Glucose_Level": 118.8640899, + "Potassium_Level": 4.36249918, + "Sodium_Level": 144.6317415, + "Smoking_Pack_Years": 66.98531306 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.84386348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.60049334, + "White_Blood_Cell_Count": 8.991845978, + "Platelet_Count": 260.763796, + "Albumin_Level": 4.059137094, + "Alkaline_Phosphatase_Level": 36.27615475, + "Alanine_Aminotransferase_Level": 15.58060555, + "Aspartate_Aminotransferase_Level": 32.73518723, + "Creatinine_Level": 0.609625985, + "LDH_Level": 215.7958932, + "Calcium_Level": 9.774702232, + "Phosphorus_Level": 4.808712151, + "Glucose_Level": 71.91823613, + "Potassium_Level": 4.448416934, + "Sodium_Level": 136.8943403, + "Smoking_Pack_Years": 50.92853542 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.93872027, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.31147444, + "White_Blood_Cell_Count": 9.93981794, + "Platelet_Count": 188.8081927, + "Albumin_Level": 3.866981962, + "Alkaline_Phosphatase_Level": 61.22670655, + "Alanine_Aminotransferase_Level": 35.13566012, + "Aspartate_Aminotransferase_Level": 32.11790542, + "Creatinine_Level": 1.40652322, + "LDH_Level": 227.0141496, + "Calcium_Level": 8.962947287, + "Phosphorus_Level": 4.110825763, + "Glucose_Level": 71.91772083, + "Potassium_Level": 4.827538956, + "Sodium_Level": 140.275092, + "Smoking_Pack_Years": 21.22923079 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.77308797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.57999751, + "White_Blood_Cell_Count": 3.590464145, + "Platelet_Count": 181.3127571, + "Albumin_Level": 3.869481127, + "Alkaline_Phosphatase_Level": 95.20525024, + "Alanine_Aminotransferase_Level": 9.960022266, + "Aspartate_Aminotransferase_Level": 47.49616388, + "Creatinine_Level": 0.958435727, + "LDH_Level": 107.0347066, + "Calcium_Level": 9.548221583, + "Phosphorus_Level": 4.422892636, + "Glucose_Level": 70.04548708, + "Potassium_Level": 4.477188628, + "Sodium_Level": 140.4605706, + "Smoking_Pack_Years": 18.68559524 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.83669593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 98, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.02421788, + "White_Blood_Cell_Count": 5.629041951, + "Platelet_Count": 185.6892512, + "Albumin_Level": 4.768372139, + "Alkaline_Phosphatase_Level": 66.11380539, + "Alanine_Aminotransferase_Level": 29.93491397, + "Aspartate_Aminotransferase_Level": 48.02010714, + "Creatinine_Level": 1.012616542, + "LDH_Level": 232.5999283, + "Calcium_Level": 9.113609236, + "Phosphorus_Level": 4.638219444, + "Glucose_Level": 146.227247, + "Potassium_Level": 4.508152076, + "Sodium_Level": 140.8806293, + "Smoking_Pack_Years": 35.10785612 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.38650552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.0332564, + "White_Blood_Cell_Count": 7.674941228, + "Platelet_Count": 157.5087609, + "Albumin_Level": 3.283871968, + "Alkaline_Phosphatase_Level": 48.10515221, + "Alanine_Aminotransferase_Level": 18.42586409, + "Aspartate_Aminotransferase_Level": 35.3207393, + "Creatinine_Level": 0.805493832, + "LDH_Level": 217.9870223, + "Calcium_Level": 8.514419614, + "Phosphorus_Level": 2.763500932, + "Glucose_Level": 125.5112008, + "Potassium_Level": 4.184339701, + "Sodium_Level": 140.2790212, + "Smoking_Pack_Years": 19.5119323 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.24833859, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.53538777, + "White_Blood_Cell_Count": 6.001659441, + "Platelet_Count": 207.146794, + "Albumin_Level": 3.639953974, + "Alkaline_Phosphatase_Level": 96.54671658, + "Alanine_Aminotransferase_Level": 37.90329871, + "Aspartate_Aminotransferase_Level": 49.86668653, + "Creatinine_Level": 1.005383829, + "LDH_Level": 202.0797899, + "Calcium_Level": 8.876100124, + "Phosphorus_Level": 3.069768546, + "Glucose_Level": 81.42804014, + "Potassium_Level": 3.681529322, + "Sodium_Level": 135.1381705, + "Smoking_Pack_Years": 83.30707976 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.50684739, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.10819967, + "White_Blood_Cell_Count": 9.125687511, + "Platelet_Count": 248.8052742, + "Albumin_Level": 3.316914047, + "Alkaline_Phosphatase_Level": 64.99606349, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.03872768, + "White_Blood_Cell_Count": 3.86713508, + "Platelet_Count": 406.079472, + "Albumin_Level": 4.565592994, + "Alkaline_Phosphatase_Level": 67.45777875, + "Alanine_Aminotransferase_Level": 12.82378927, + "Aspartate_Aminotransferase_Level": 49.57473926, + "Creatinine_Level": 1.326370953, + "LDH_Level": 105.6627913, + "Calcium_Level": 9.736625558, + "Phosphorus_Level": 3.222103711, + "Glucose_Level": 108.1126918, + "Potassium_Level": 3.98673327, + "Sodium_Level": 143.3470912, + "Smoking_Pack_Years": 93.96144047 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.90647362, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.09484252, + "White_Blood_Cell_Count": 5.912772428, + "Platelet_Count": 252.9465344, + "Albumin_Level": 4.907623396, + "Alkaline_Phosphatase_Level": 116.945454, + "Alanine_Aminotransferase_Level": 32.78846746, + "Aspartate_Aminotransferase_Level": 38.06643858, + "Creatinine_Level": 1.369953606, + "LDH_Level": 165.2075605, + "Calcium_Level": 9.52384819, + "Phosphorus_Level": 3.95510364, + "Glucose_Level": 141.0395851, + "Potassium_Level": 4.516544082, + "Sodium_Level": 137.4510486, + "Smoking_Pack_Years": 98.14537257 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.53336437, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.77000543, + "White_Blood_Cell_Count": 4.57096892, + "Platelet_Count": 433.7813371, + "Albumin_Level": 4.372181226, + "Alkaline_Phosphatase_Level": 51.09234856, + "Alanine_Aminotransferase_Level": 17.53965522, + "Aspartate_Aminotransferase_Level": 16.91681106, + "Creatinine_Level": 1.043831713, + "LDH_Level": 237.2868232, + "Calcium_Level": 8.267320729, + "Phosphorus_Level": 2.813595454, + "Glucose_Level": 136.4273589, + "Potassium_Level": 4.095234803, + "Sodium_Level": 140.742277, + "Smoking_Pack_Years": 34.67691273 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.37660485, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.7599102, + "White_Blood_Cell_Count": 9.608302601, + "Platelet_Count": 432.9577148, + "Albumin_Level": 4.431320148, + "Alkaline_Phosphatase_Level": 117.1354315, + "Alanine_Aminotransferase_Level": 27.39826843, + "Aspartate_Aminotransferase_Level": 34.76236734, + "Creatinine_Level": 0.731810948, + "LDH_Level": 122.475992, + "Calcium_Level": 9.789330152, + "Phosphorus_Level": 4.99951198, + "Glucose_Level": 88.52387642, + "Potassium_Level": 4.41588735, + "Sodium_Level": 142.4164648, + "Smoking_Pack_Years": 24.3331275 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.61223117, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.52447684, + "White_Blood_Cell_Count": 3.924200834, + "Platelet_Count": 250.3511674, + "Albumin_Level": 4.069747781, + "Alkaline_Phosphatase_Level": 112.3013451, + "Alanine_Aminotransferase_Level": 16.38622632, + "Aspartate_Aminotransferase_Level": 20.72800704, + "Creatinine_Level": 0.613703755, + "LDH_Level": 142.2775246, + "Calcium_Level": 9.399535648, + "Phosphorus_Level": 4.500748025, + "Glucose_Level": 84.45344246, + "Potassium_Level": 4.843071919, + "Sodium_Level": 135.8573475, + "Smoking_Pack_Years": 60.26800107 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.53404164, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.77255844, + "White_Blood_Cell_Count": 5.512996756, + "Platelet_Count": 355.3928632, + "Albumin_Level": 4.603771092, + "Alkaline_Phosphatase_Level": 59.77049044, + "Alanine_Aminotransferase_Level": 13.26310539, + "Aspartate_Aminotransferase_Level": 28.17808459, + "Creatinine_Level": 0.811056801, + "LDH_Level": 174.7475621, + "Calcium_Level": 9.919703906, + "Phosphorus_Level": 4.966380676, + "Glucose_Level": 116.0294376, + "Potassium_Level": 4.301850974, + "Sodium_Level": 137.5867808, + "Smoking_Pack_Years": 75.92815679 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.13571616, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.29816834, + "White_Blood_Cell_Count": 4.069314239, + "Platelet_Count": 332.2193483, + "Albumin_Level": 4.173688795, + "Alkaline_Phosphatase_Level": 42.45728367, + "Alanine_Aminotransferase_Level": 15.20616997, + "Aspartate_Aminotransferase_Level": 16.3024977, + "Creatinine_Level": 1.022481829, + "LDH_Level": 126.9068225, + "Calcium_Level": 9.244947767, + "Phosphorus_Level": 3.785854145, + "Glucose_Level": 89.70917719, + "Potassium_Level": 4.89421558, + "Sodium_Level": 139.3188406, + "Smoking_Pack_Years": 31.29900411 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.36426695, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.17673184, + "White_Blood_Cell_Count": 3.681610088, + "Platelet_Count": 173.001121, + "Albumin_Level": 3.229936204, + "Alkaline_Phosphatase_Level": 93.51570925, + "Alanine_Aminotransferase_Level": 39.66568834, + "Aspartate_Aminotransferase_Level": 30.01869438, + "Creatinine_Level": 1.347186074, + "LDH_Level": 205.2025406, + "Calcium_Level": 9.584370037, + "Phosphorus_Level": 3.476848268, + "Glucose_Level": 104.5282631, + "Potassium_Level": 4.842086192, + "Sodium_Level": 141.1502825, + "Smoking_Pack_Years": 44.86009236 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.50776175, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.49597496, + "White_Blood_Cell_Count": 8.817594147, + "Platelet_Count": 164.1213399, + "Albumin_Level": 3.145086986, + "Alkaline_Phosphatase_Level": 76.44667734, + "Alanine_Aminotransferase_Level": 33.85576217, + "Aspartate_Aminotransferase_Level": 43.17788823, + "Creatinine_Level": 1.179497118, + "LDH_Level": 181.2049014, + "Calcium_Level": 8.380001431, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.30699117, + "White_Blood_Cell_Count": 4.884799194, + "Platelet_Count": 159.1106563, + "Albumin_Level": 4.690244425, + "Alkaline_Phosphatase_Level": 115.3730635, + "Alanine_Aminotransferase_Level": 22.15233257, + "Aspartate_Aminotransferase_Level": 24.89087829, + "Creatinine_Level": 0.72554201, + "LDH_Level": 224.0598593, + "Calcium_Level": 9.971213211, + "Phosphorus_Level": 3.783981643, + "Glucose_Level": 82.10093217, + "Potassium_Level": 4.729534189, + "Sodium_Level": 135.4942196, + "Smoking_Pack_Years": 3.868061087 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.26303188, + "White_Blood_Cell_Count": 5.869321501, + "Platelet_Count": 377.4796363, + "Albumin_Level": 3.129784735, + "Alkaline_Phosphatase_Level": 98.80664358, + "Alanine_Aminotransferase_Level": 14.99608571, + "Aspartate_Aminotransferase_Level": 23.67668256, + "Creatinine_Level": 1.448283894, + "LDH_Level": 207.2877415, + "Calcium_Level": 10.43119495, + "Phosphorus_Level": 4.06946424, + "Glucose_Level": 124.2020272, + "Potassium_Level": 3.898688128, + "Sodium_Level": 141.2123666, + "Smoking_Pack_Years": 52.86916841 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.05305846, + "White_Blood_Cell_Count": 6.21903074, + "Platelet_Count": 217.8272769, + "Albumin_Level": 3.26605628, + "Alkaline_Phosphatase_Level": 117.0278051, + "Alanine_Aminotransferase_Level": 10.09731636, + "Aspartate_Aminotransferase_Level": 42.19663617, + "Creatinine_Level": 1.123718492, + "LDH_Level": 136.7959158, + "Calcium_Level": 10.16368945, + "Phosphorus_Level": 4.9705841, + "Glucose_Level": 134.869074, + "Potassium_Level": 3.749531455, + "Sodium_Level": 137.5063629, + "Smoking_Pack_Years": 45.70049037 + }, + { + "Age": 46, + "Gender": "Female", 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217.0837915, + "Calcium_Level": 8.203493527, + "Phosphorus_Level": 4.878529071, + "Glucose_Level": 141.2358054, + "Potassium_Level": 4.677537033, + "Sodium_Level": 135.0227328, + "Smoking_Pack_Years": 15.80581065 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.22831489, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.0116249, + "White_Blood_Cell_Count": 6.037521136, + "Platelet_Count": 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199.9466856, + "Calcium_Level": 9.296407352, + "Phosphorus_Level": 4.957077345, + "Glucose_Level": 148.4733567, + "Potassium_Level": 3.91404502, + "Sodium_Level": 137.4420435, + "Smoking_Pack_Years": 44.37647204 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.34771242, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.68174018, + "White_Blood_Cell_Count": 5.085783173, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.60530171, + "White_Blood_Cell_Count": 9.802939797, + "Platelet_Count": 286.6498695, + "Albumin_Level": 3.465831551, + "Alkaline_Phosphatase_Level": 91.08407916, + "Alanine_Aminotransferase_Level": 39.57441428, + "Aspartate_Aminotransferase_Level": 38.33817674, + "Creatinine_Level": 1.399406474, + "LDH_Level": 172.5941862, + "Calcium_Level": 9.943887617, + "Phosphorus_Level": 3.367977904, + "Glucose_Level": 92.59905686, + "Potassium_Level": 3.656670019, + "Sodium_Level": 137.9631724, + "Smoking_Pack_Years": 55.05208309 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.87091162, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.7000614, + "White_Blood_Cell_Count": 4.272495695, + "Platelet_Count": 316.7133688, + "Albumin_Level": 4.921056607, + "Alkaline_Phosphatase_Level": 105.2515116, + "Alanine_Aminotransferase_Level": 20.44708706, + "Aspartate_Aminotransferase_Level": 45.64061009, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.01507278, + "White_Blood_Cell_Count": 9.217017306, + "Platelet_Count": 386.5491445, + "Albumin_Level": 3.533381622, + "Alkaline_Phosphatase_Level": 34.54966728, + "Alanine_Aminotransferase_Level": 31.34707104, + "Aspartate_Aminotransferase_Level": 27.87793338, + "Creatinine_Level": 1.060402253, + "LDH_Level": 212.4286931, + "Calcium_Level": 9.700730527, + "Phosphorus_Level": 4.194723756, + "Glucose_Level": 81.69764003, + "Potassium_Level": 4.630792287, + "Sodium_Level": 139.8750224, + "Smoking_Pack_Years": 35.7201676 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.05672897, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.45409595, + "White_Blood_Cell_Count": 9.883018771, + "Platelet_Count": 360.8699371, + "Albumin_Level": 4.481177419, + "Alkaline_Phosphatase_Level": 92.57808429, + "Alanine_Aminotransferase_Level": 25.76863755, + "Aspartate_Aminotransferase_Level": 12.08550037, + "Creatinine_Level": 0.83348274, + "LDH_Level": 249.1226103, + "Calcium_Level": 10.23111225, + "Phosphorus_Level": 4.787564795, + "Glucose_Level": 148.4213274, + "Potassium_Level": 4.315876232, + "Sodium_Level": 142.5846572, + "Smoking_Pack_Years": 27.65087991 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.92312607, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.48154924, + "White_Blood_Cell_Count": 9.98494357, + "Platelet_Count": 361.6887254, + "Albumin_Level": 3.829886345, + "Alkaline_Phosphatase_Level": 39.33034101, + "Alanine_Aminotransferase_Level": 36.14175742, + "Aspartate_Aminotransferase_Level": 27.96942982, + "Creatinine_Level": 0.743382051, + "LDH_Level": 117.6080187, + "Calcium_Level": 8.918054163, + "Phosphorus_Level": 3.628580291, + "Glucose_Level": 113.499417, + "Potassium_Level": 4.093376236, + "Sodium_Level": 142.1080537, + "Smoking_Pack_Years": 29.77844 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.85531774, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.22079019, + "White_Blood_Cell_Count": 8.247301378, + "Platelet_Count": 428.553599, + "Albumin_Level": 3.309386475, + "Alkaline_Phosphatase_Level": 30.92567442, + "Alanine_Aminotransferase_Level": 5.795503744, + "Aspartate_Aminotransferase_Level": 13.44052448, + "Creatinine_Level": 1.380503334, + "LDH_Level": 246.6682066, + "Calcium_Level": 9.81777809, + "Phosphorus_Level": 3.824840869, + "Glucose_Level": 98.89721127, + "Potassium_Level": 4.750210116, + "Sodium_Level": 138.3826344, + "Smoking_Pack_Years": 98.69219499 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.00927398, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 44.29718919, + "Creatinine_Level": 1.287040371, + "LDH_Level": 206.5062733, + "Calcium_Level": 9.24704883, + "Phosphorus_Level": 2.95005212, + "Glucose_Level": 100.7843716, + "Potassium_Level": 4.083373466, + "Sodium_Level": 137.1009547, + "Smoking_Pack_Years": 10.12775618 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.55497052, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.49764851, + "White_Blood_Cell_Count": 4.509325355, + "Platelet_Count": 282.1202274, + "Albumin_Level": 3.883348588, + "Alkaline_Phosphatase_Level": 93.13906966, + "Alanine_Aminotransferase_Level": 24.98373492, + "Aspartate_Aminotransferase_Level": 42.15731215, + "Creatinine_Level": 1.343614326, + "LDH_Level": 199.6727725, + "Calcium_Level": 8.456839463, + "Phosphorus_Level": 4.14681077, + "Glucose_Level": 147.3847861, + "Potassium_Level": 3.679313591, + "Sodium_Level": 137.8862217, + "Smoking_Pack_Years": 9.811690491 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.55308903, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.6617536, + "White_Blood_Cell_Count": 8.054231123, + "Platelet_Count": 340.8013666, + "Albumin_Level": 3.612919255, + "Alkaline_Phosphatase_Level": 54.05189934, + "Alanine_Aminotransferase_Level": 27.78130033, + "Aspartate_Aminotransferase_Level": 45.29346119, + "Creatinine_Level": 1.166456315, + "LDH_Level": 159.3237151, + "Calcium_Level": 9.912786143, + "Phosphorus_Level": 4.518758295, + "Glucose_Level": 106.4228719, + "Potassium_Level": 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10.47667193, + "Aspartate_Aminotransferase_Level": 32.48723662, + "Creatinine_Level": 0.643639341, + "LDH_Level": 141.1328349, + "Calcium_Level": 8.321864234, + "Phosphorus_Level": 4.105709263, + "Glucose_Level": 106.0413067, + "Potassium_Level": 3.859406272, + "Sodium_Level": 142.0472844, + "Smoking_Pack_Years": 44.96361026 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.07991857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.75141966, + "White_Blood_Cell_Count": 5.354493526, + "Platelet_Count": 428.2907293, + "Albumin_Level": 4.048312488, + "Alkaline_Phosphatase_Level": 38.53095369, + "Alanine_Aminotransferase_Level": 21.71404386, + "Aspartate_Aminotransferase_Level": 18.61544046, + "Creatinine_Level": 0.546322714, + "LDH_Level": 224.0807473, + "Calcium_Level": 10.13904184, + "Phosphorus_Level": 3.653316081, + "Glucose_Level": 130.9624342, + "Potassium_Level": 4.771955435, + "Sodium_Level": 144.5539757, + "Smoking_Pack_Years": 95.38354373 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.75071342, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.76826874, + "White_Blood_Cell_Count": 7.098997966, + "Platelet_Count": 395.8691661, + "Albumin_Level": 4.867744513, + "Alkaline_Phosphatase_Level": 104.8714736, + "Alanine_Aminotransferase_Level": 17.20072065, + "Aspartate_Aminotransferase_Level": 17.85560138, + "Creatinine_Level": 0.639882401, + "LDH_Level": 107.2908656, + "Calcium_Level": 9.306817323, + "Phosphorus_Level": 4.914446866, + "Glucose_Level": 135.4903605, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.01323103, + "White_Blood_Cell_Count": 6.555091966, + "Platelet_Count": 337.6843327, + "Albumin_Level": 3.628279618, + "Alkaline_Phosphatase_Level": 102.8079318, + "Alanine_Aminotransferase_Level": 31.89190666, + "Aspartate_Aminotransferase_Level": 12.8574654, + "Creatinine_Level": 0.782844968, + "LDH_Level": 178.9909571, + "Calcium_Level": 9.075121406, + "Phosphorus_Level": 2.699711871, + "Glucose_Level": 102.9485204, + "Potassium_Level": 4.120055012, + "Sodium_Level": 135.966163, + "Smoking_Pack_Years": 13.98546577 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.79404581, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.67888599, + "White_Blood_Cell_Count": 7.418293341, + "Platelet_Count": 359.1028518, + "Albumin_Level": 4.057021529, + "Alkaline_Phosphatase_Level": 39.39234468, + "Alanine_Aminotransferase_Level": 20.85839169, + "Aspartate_Aminotransferase_Level": 11.07045722, + "Creatinine_Level": 1.077151477, + "LDH_Level": 248.7696745, + "Calcium_Level": 9.827030913, + "Phosphorus_Level": 4.984720837, + "Glucose_Level": 143.6721739, + "Potassium_Level": 3.788157695, + "Sodium_Level": 139.2250108, + "Smoking_Pack_Years": 61.09805707 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.69050123, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.45666251, + "White_Blood_Cell_Count": 6.327765834, + "Platelet_Count": 357.6635434, + "Albumin_Level": 4.396571504, + "Alkaline_Phosphatase_Level": 77.75037299, + "Alanine_Aminotransferase_Level": 34.45994563, + "Aspartate_Aminotransferase_Level": 21.15389277, + "Creatinine_Level": 1.216675079, + "LDH_Level": 152.5911224, + "Calcium_Level": 8.263892281, + "Phosphorus_Level": 3.424279459, + "Glucose_Level": 102.7671071, + "Potassium_Level": 4.336621092, + "Sodium_Level": 138.6483277, + "Smoking_Pack_Years": 85.03048421 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.97730464, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.1030203, + "White_Blood_Cell_Count": 4.143356391, + "Platelet_Count": 191.3312088, + "Albumin_Level": 3.468309209, + "Alkaline_Phosphatase_Level": 60.69322022, + "Alanine_Aminotransferase_Level": 9.403638108, + "Aspartate_Aminotransferase_Level": 21.09180824, + "Creatinine_Level": 0.907077385, + "LDH_Level": 198.3942474, + "Calcium_Level": 10.32566412, + "Phosphorus_Level": 4.997034949, + "Glucose_Level": 87.39645359, + "Potassium_Level": 4.013847219, + "Sodium_Level": 141.7696765, + "Smoking_Pack_Years": 90.28124802 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.07970182, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.64428068, + "White_Blood_Cell_Count": 9.270549479, + "Platelet_Count": 445.8011244, + "Albumin_Level": 4.014315827, + "Alkaline_Phosphatase_Level": 100.0005851, + "Alanine_Aminotransferase_Level": 16.32771466, + "Aspartate_Aminotransferase_Level": 37.25401671, + "Creatinine_Level": 1.150924092, + "LDH_Level": 174.2947508, + "Calcium_Level": 10.21678077, + "Phosphorus_Level": 4.016647601, + "Glucose_Level": 106.6567509, + "Potassium_Level": 4.90656689, + "Sodium_Level": 144.522774, + "Smoking_Pack_Years": 84.24513672 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.96906207, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.94643863, + "White_Blood_Cell_Count": 3.981840241, + "Platelet_Count": 212.219666, + "Albumin_Level": 3.432732129, + "Alkaline_Phosphatase_Level": 69.69820808, + "Alanine_Aminotransferase_Level": 20.34751219, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.45778939, + "White_Blood_Cell_Count": 8.908669097, + "Platelet_Count": 205.7357013, + "Albumin_Level": 3.477961366, + "Alkaline_Phosphatase_Level": 92.08276153, + "Alanine_Aminotransferase_Level": 34.70621327, + "Aspartate_Aminotransferase_Level": 21.84053659, + "Creatinine_Level": 0.61659505, + "LDH_Level": 102.2311104, + "Calcium_Level": 8.528235494, + "Phosphorus_Level": 3.327494148, + "Glucose_Level": 147.1257438, + "Potassium_Level": 3.592404025, + "Sodium_Level": 140.2898164, + "Smoking_Pack_Years": 96.96325154 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.3427075, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.26945026, + "White_Blood_Cell_Count": 5.0182511, + "Platelet_Count": 193.2209822, + "Albumin_Level": 4.973016636, + "Alkaline_Phosphatase_Level": 43.84041191, + "Alanine_Aminotransferase_Level": 22.11987079, + "Aspartate_Aminotransferase_Level": 43.76249358, + "Creatinine_Level": 1.090766797, + "LDH_Level": 137.2116506, + "Calcium_Level": 9.661890739, + "Phosphorus_Level": 2.858178966, + "Glucose_Level": 106.7302083, + "Potassium_Level": 3.967833544, + "Sodium_Level": 142.1560704, + "Smoking_Pack_Years": 74.44151896 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.56761279, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": 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"Alanine_Aminotransferase_Level": 32.27576329, + "Aspartate_Aminotransferase_Level": 13.76486535, + "Creatinine_Level": 1.030981849, + "LDH_Level": 186.7124656, + "Calcium_Level": 9.97007813, + "Phosphorus_Level": 2.639238189, + "Glucose_Level": 74.91576508, + "Potassium_Level": 3.867553164, + "Sodium_Level": 138.0616718, + "Smoking_Pack_Years": 72.46353685 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.67513696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.49980401, + "White_Blood_Cell_Count": 6.493452682, + "Platelet_Count": 162.6261141, + "Albumin_Level": 3.250177877, + "Alkaline_Phosphatase_Level": 85.39430546, + "Alanine_Aminotransferase_Level": 35.0433323, + "Aspartate_Aminotransferase_Level": 33.20022695, + "Creatinine_Level": 1.26293751, + "LDH_Level": 159.7447726, + "Calcium_Level": 9.81566924, + "Phosphorus_Level": 3.722750967, + "Glucose_Level": 112.7342808, + "Potassium_Level": 4.075721834, + "Sodium_Level": 135.6966781, + "Smoking_Pack_Years": 89.43911763 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.66512531, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.55462272, + "White_Blood_Cell_Count": 8.479589046, + "Platelet_Count": 361.0109178, + "Albumin_Level": 4.967889531, + "Alkaline_Phosphatase_Level": 50.06901343, + "Alanine_Aminotransferase_Level": 28.437387, + "Aspartate_Aminotransferase_Level": 28.31597297, + "Creatinine_Level": 1.376382568, + "LDH_Level": 148.7132056, + "Calcium_Level": 9.394545675, + "Phosphorus_Level": 3.593604978, + "Glucose_Level": 84.60526636, + "Potassium_Level": 3.896401153, + "Sodium_Level": 140.5610701, + "Smoking_Pack_Years": 4.564204473 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.90424906, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.5341392, + "White_Blood_Cell_Count": 9.503600257, + "Platelet_Count": 334.4445874, + "Albumin_Level": 4.71555821, + "Alkaline_Phosphatase_Level": 61.4868086, + "Alanine_Aminotransferase_Level": 6.915355958, + "Aspartate_Aminotransferase_Level": 34.97055353, + "Creatinine_Level": 0.72389317, + "LDH_Level": 180.5559133, + "Calcium_Level": 10.16696972, + "Phosphorus_Level": 3.190064668, + "Glucose_Level": 70.38041722, + "Potassium_Level": 4.028400499, + "Sodium_Level": 135.2216687, + "Smoking_Pack_Years": 44.84853516 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.99497065, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.99995687, + "White_Blood_Cell_Count": 9.453588607, + "Platelet_Count": 315.6130538, + "Albumin_Level": 4.638307917, + "Alkaline_Phosphatase_Level": 107.9337111, + "Alanine_Aminotransferase_Level": 8.253269035, + "Aspartate_Aminotransferase_Level": 44.96692503, + "Creatinine_Level": 0.734652368, + "LDH_Level": 243.4556328, + "Calcium_Level": 8.102474551, + "Phosphorus_Level": 3.901883228, + "Glucose_Level": 139.142899, + "Potassium_Level": 3.653310587, + "Sodium_Level": 140.0179428, + "Smoking_Pack_Years": 65.87126382 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.20281795, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.34771566, + "White_Blood_Cell_Count": 3.752706099, + "Platelet_Count": 155.6276335, + "Albumin_Level": 3.852679388, + "Alkaline_Phosphatase_Level": 51.14617008, + "Alanine_Aminotransferase_Level": 12.95188194, + "Aspartate_Aminotransferase_Level": 26.4690271, + "Creatinine_Level": 0.764688602, + "LDH_Level": 113.9224198, + "Calcium_Level": 9.78576399, + "Phosphorus_Level": 4.546007999, + "Glucose_Level": 121.9882214, + "Potassium_Level": 3.559789959, + "Sodium_Level": 142.1458513, + "Smoking_Pack_Years": 89.08372911 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.2221189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.89936712, + "White_Blood_Cell_Count": 9.029424891, + "Platelet_Count": 382.0209152, + "Albumin_Level": 4.041697931, + "Alkaline_Phosphatase_Level": 39.9524655, + "Alanine_Aminotransferase_Level": 12.98385688, + "Aspartate_Aminotransferase_Level": 49.12069488, + "Creatinine_Level": 0.819194096, + "LDH_Level": 242.424843, + "Calcium_Level": 8.46941755, + "Phosphorus_Level": 4.00492714, + "Glucose_Level": 149.64813, + "Potassium_Level": 3.674320471, + "Sodium_Level": 135.5839216, + "Smoking_Pack_Years": 17.35726284 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.75734066, + "Tumor_Location": 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116.8717884, + "Alanine_Aminotransferase_Level": 13.27408136, + "Aspartate_Aminotransferase_Level": 34.70369822, + "Creatinine_Level": 0.943746809, + "LDH_Level": 139.3489411, + "Calcium_Level": 9.026759992, + "Phosphorus_Level": 3.742879233, + "Glucose_Level": 78.096718, + "Potassium_Level": 3.727241247, + "Sodium_Level": 143.5048378, + "Smoking_Pack_Years": 83.70527423 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.74336964, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.74923287, + "White_Blood_Cell_Count": 3.762798428, + "Platelet_Count": 404.1349945, + "Albumin_Level": 4.339429475, + "Alkaline_Phosphatase_Level": 104.7935905, + "Alanine_Aminotransferase_Level": 6.393272805, + "Aspartate_Aminotransferase_Level": 32.80927947, + "Creatinine_Level": 1.463909251, + "LDH_Level": 169.6543345, + "Calcium_Level": 8.387199855, + "Phosphorus_Level": 3.666541636, + "Glucose_Level": 95.90437927, + "Potassium_Level": 3.567194054, + "Sodium_Level": 144.9462477, + "Smoking_Pack_Years": 76.9956521 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.74542536, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.6075817, + "White_Blood_Cell_Count": 4.449316393, + "Platelet_Count": 230.2269744, + "Albumin_Level": 3.026080414, + "Alkaline_Phosphatase_Level": 91.35129541, + "Alanine_Aminotransferase_Level": 17.84003013, + "Aspartate_Aminotransferase_Level": 24.63511227, + "Creatinine_Level": 1.32005779, + "LDH_Level": 140.2168768, + "Calcium_Level": 8.862996563, + "Phosphorus_Level": 3.163414845, + "Glucose_Level": 112.0964295, + "Potassium_Level": 4.361394655, + "Sodium_Level": 139.6328398, + "Smoking_Pack_Years": 82.86872185 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.45002319, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.03708202, + "White_Blood_Cell_Count": 7.928125475, + "Platelet_Count": 189.5064133, + "Albumin_Level": 4.369481785, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.30793786, + "White_Blood_Cell_Count": 7.343870108, + "Platelet_Count": 155.7587039, + "Albumin_Level": 4.577880567, + "Alkaline_Phosphatase_Level": 85.00919431, + "Alanine_Aminotransferase_Level": 29.27019686, + "Aspartate_Aminotransferase_Level": 21.69959388, + "Creatinine_Level": 0.650901408, + "LDH_Level": 122.1300543, + "Calcium_Level": 9.183331798, + "Phosphorus_Level": 2.611562746, + "Glucose_Level": 127.5618319, + "Potassium_Level": 3.850818953, + "Sodium_Level": 141.3080169, + "Smoking_Pack_Years": 42.30506733 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": 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8.079916652, + "Phosphorus_Level": 4.15941877, + "Glucose_Level": 76.41373792, + "Potassium_Level": 4.887991858, + "Sodium_Level": 135.1749135, + "Smoking_Pack_Years": 58.08958113 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.05756178, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.63688544, + "White_Blood_Cell_Count": 6.516092201, + "Platelet_Count": 404.6388491, + 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.45528506, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.46874138, + "White_Blood_Cell_Count": 3.817269415, + "Platelet_Count": 156.9261784, + "Albumin_Level": 3.038273394, + "Alkaline_Phosphatase_Level": 54.66420843, + "Alanine_Aminotransferase_Level": 20.2119856, + "Aspartate_Aminotransferase_Level": 29.83206837, + "Creatinine_Level": 1.323621237, + "LDH_Level": 174.7434019, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.89028385, + "White_Blood_Cell_Count": 5.760582813, + "Platelet_Count": 227.9477607, + "Albumin_Level": 4.443214652, + "Alkaline_Phosphatase_Level": 78.49079632, + "Alanine_Aminotransferase_Level": 25.65668451, + "Aspartate_Aminotransferase_Level": 26.57909215, + "Creatinine_Level": 0.724362351, + "LDH_Level": 123.458951, + "Calcium_Level": 8.523519765, + "Phosphorus_Level": 3.932212341, + "Glucose_Level": 103.900426, + "Potassium_Level": 4.114685096, + "Sodium_Level": 139.7495637, + "Smoking_Pack_Years": 32.16021222 + }, + { + "Age": 70, + "Gender": "Female", 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176.9856329, + "Calcium_Level": 9.943044832, + "Phosphorus_Level": 3.347439521, + "Glucose_Level": 136.6007126, + "Potassium_Level": 4.371623413, + "Sodium_Level": 139.6511175, + "Smoking_Pack_Years": 94.09843556 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.6904868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.26150204, + "White_Blood_Cell_Count": 4.009912156, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.51618818, + "White_Blood_Cell_Count": 7.084056994, + "Platelet_Count": 215.2833692, + "Albumin_Level": 3.76302855, + "Alkaline_Phosphatase_Level": 51.91151248, + "Alanine_Aminotransferase_Level": 19.63223962, + "Aspartate_Aminotransferase_Level": 20.36752257, + "Creatinine_Level": 1.273075703, + "LDH_Level": 171.2159632, + "Calcium_Level": 8.471607586, + "Phosphorus_Level": 3.41991325, + "Glucose_Level": 70.77077081, + "Potassium_Level": 4.796902479, + "Sodium_Level": 140.7871302, + "Smoking_Pack_Years": 57.02465871 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.1644671, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.93508654, + "White_Blood_Cell_Count": 3.913277245, + "Platelet_Count": 185.9946204, + "Albumin_Level": 4.959417381, + "Alkaline_Phosphatase_Level": 60.67632246, + "Alanine_Aminotransferase_Level": 33.13621646, + "Aspartate_Aminotransferase_Level": 10.41605416, + "Creatinine_Level": 0.755365471, + "LDH_Level": 202.9213495, + "Calcium_Level": 8.546536922, + "Phosphorus_Level": 2.663580668, + "Glucose_Level": 121.700121, + "Potassium_Level": 3.809675597, + "Sodium_Level": 135.5540272, + "Smoking_Pack_Years": 42.52158404 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.48210999, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.28706698, + "White_Blood_Cell_Count": 8.420593431, + "Platelet_Count": 239.5523329, + "Albumin_Level": 3.53257531, + "Alkaline_Phosphatase_Level": 34.61290071, + "Alanine_Aminotransferase_Level": 20.60166039, + "Aspartate_Aminotransferase_Level": 12.90086014, + "Creatinine_Level": 0.880487279, + "LDH_Level": 235.6538006, + "Calcium_Level": 10.19944621, + "Phosphorus_Level": 3.571573474, + "Glucose_Level": 106.2639461, + "Potassium_Level": 4.456342998, + "Sodium_Level": 140.0786287, + "Smoking_Pack_Years": 98.33952547 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.08069423, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.40094895, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.19142159, + "White_Blood_Cell_Count": 9.758259276, + "Platelet_Count": 365.3819351, + "Albumin_Level": 3.069050095, + "Alkaline_Phosphatase_Level": 74.05905128, + "Alanine_Aminotransferase_Level": 10.31126718, + "Aspartate_Aminotransferase_Level": 23.16297558, + "Creatinine_Level": 1.344258408, + "LDH_Level": 157.0714732, + "Calcium_Level": 8.167796887, + "Phosphorus_Level": 4.557559911, + "Glucose_Level": 73.10903088, + "Potassium_Level": 4.950945608, + "Sodium_Level": 143.0383155, + "Smoking_Pack_Years": 89.544014 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.1331095, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 11.04115527, + "Creatinine_Level": 0.844894926, + "LDH_Level": 233.6434699, + "Calcium_Level": 10.10146956, + "Phosphorus_Level": 4.74572476, + "Glucose_Level": 135.3177611, + "Potassium_Level": 3.80116973, + "Sodium_Level": 139.1377468, + "Smoking_Pack_Years": 35.82089383 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.86583732, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 72, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.24412199, + "White_Blood_Cell_Count": 4.780538642, + "Platelet_Count": 160.5848772, + "Albumin_Level": 3.69013519, + "Alkaline_Phosphatase_Level": 54.25028883, + "Alanine_Aminotransferase_Level": 19.67956902, + "Aspartate_Aminotransferase_Level": 47.22859864, + "Creatinine_Level": 1.415087688, + "LDH_Level": 168.7070111, + "Calcium_Level": 9.484808754, + "Phosphorus_Level": 3.992123592, + "Glucose_Level": 134.7205426, + "Potassium_Level": 4.661600491, + "Sodium_Level": 141.2110064, + "Smoking_Pack_Years": 57.70597199 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.28915766, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.53654151, + "White_Blood_Cell_Count": 3.57080406, + "Platelet_Count": 193.2350256, + "Albumin_Level": 3.147661704, + "Alkaline_Phosphatase_Level": 104.6802481, + "Alanine_Aminotransferase_Level": 13.91081135, + "Aspartate_Aminotransferase_Level": 46.64972659, + "Creatinine_Level": 0.675379235, + "LDH_Level": 219.7930122, + "Calcium_Level": 8.461850419, + "Phosphorus_Level": 3.786180861, + "Glucose_Level": 85.79580499, + "Potassium_Level": 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31.16123667, + "Aspartate_Aminotransferase_Level": 16.91435733, + "Creatinine_Level": 1.053567649, + "LDH_Level": 223.6446339, + "Calcium_Level": 10.41280529, + "Phosphorus_Level": 4.640171506, + "Glucose_Level": 81.73403895, + "Potassium_Level": 3.767973417, + "Sodium_Level": 141.6420277, + "Smoking_Pack_Years": 32.17615021 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.30908676, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.53010553, + "White_Blood_Cell_Count": 8.853889137, + "Platelet_Count": 381.3960981, + "Albumin_Level": 4.150783601, + "Alkaline_Phosphatase_Level": 54.99435344, + "Alanine_Aminotransferase_Level": 26.02330595, + "Aspartate_Aminotransferase_Level": 23.95087174, + "Creatinine_Level": 1.033919202, + "LDH_Level": 211.6595971, + "Calcium_Level": 9.16019521, + "Phosphorus_Level": 2.820979108, + "Glucose_Level": 131.6669107, + "Potassium_Level": 3.960992736, + "Sodium_Level": 139.1645131, + "Smoking_Pack_Years": 59.92465087 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.72130655, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.01312535, + "White_Blood_Cell_Count": 6.199396214, + "Platelet_Count": 298.3691197, + "Albumin_Level": 4.296404638, + "Alkaline_Phosphatase_Level": 117.55087, + "Alanine_Aminotransferase_Level": 16.13445251, + "Aspartate_Aminotransferase_Level": 28.52867935, + "Creatinine_Level": 0.676047817, + "LDH_Level": 170.0863293, + "Calcium_Level": 9.265467365, + "Phosphorus_Level": 3.743797771, + "Glucose_Level": 137.1833865, + "Potassium_Level": 4.076593448, + "Sodium_Level": 142.9610095, + "Smoking_Pack_Years": 60.77090116 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.98234652, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 21.05736289, + "Aspartate_Aminotransferase_Level": 31.92937362, + "Creatinine_Level": 1.241979293, + "LDH_Level": 127.8290145, + "Calcium_Level": 8.983239171, + "Phosphorus_Level": 4.101392198, + "Glucose_Level": 132.4466457, + "Potassium_Level": 3.824938147, + "Sodium_Level": 137.5270204, + "Smoking_Pack_Years": 79.70593944 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.83549328, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.75342046, + "White_Blood_Cell_Count": 5.368153646, + "Platelet_Count": 314.4517626, + "Albumin_Level": 4.658906448, + "Alkaline_Phosphatase_Level": 103.9340938, + "Alanine_Aminotransferase_Level": 24.3859817, + "Aspartate_Aminotransferase_Level": 34.02728134, + "Creatinine_Level": 0.838099408, + "LDH_Level": 123.1524032, + "Calcium_Level": 9.574731587, + "Phosphorus_Level": 2.963385609, + "Glucose_Level": 101.9359174, + "Potassium_Level": 4.673131783, + "Sodium_Level": 136.5086938, + "Smoking_Pack_Years": 6.08202701 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.11527356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.46583134, + "White_Blood_Cell_Count": 8.352071982, + "Platelet_Count": 336.5738737, + "Albumin_Level": 3.990158208, + "Alkaline_Phosphatase_Level": 67.34677711, + "Alanine_Aminotransferase_Level": 15.29938232, + "Aspartate_Aminotransferase_Level": 34.98102777, + "Creatinine_Level": 1.168592067, + "LDH_Level": 139.343789, + "Calcium_Level": 9.877838502, + "Phosphorus_Level": 2.584040471, + "Glucose_Level": 98.35909019, + "Potassium_Level": 3.548456148, + "Sodium_Level": 144.675842, + "Smoking_Pack_Years": 70.46409475 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.40790624, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 19.54148312, + "Aspartate_Aminotransferase_Level": 26.12284703, + "Creatinine_Level": 1.199963546, + "LDH_Level": 173.0346574, + "Calcium_Level": 9.974592811, + "Phosphorus_Level": 4.461164802, + "Glucose_Level": 94.42678294, + "Potassium_Level": 3.559267904, + "Sodium_Level": 136.9246269, + "Smoking_Pack_Years": 10.27641769 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.99192687, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.75971582, + "White_Blood_Cell_Count": 7.818656093, + "Platelet_Count": 304.3606543, + "Albumin_Level": 3.274903706, + "Alkaline_Phosphatase_Level": 38.31049401, + "Alanine_Aminotransferase_Level": 15.11371822, + "Aspartate_Aminotransferase_Level": 16.43152057, + "Creatinine_Level": 0.517543207, + "LDH_Level": 228.4460319, + "Calcium_Level": 10.34518946, + "Phosphorus_Level": 4.258181558, + "Glucose_Level": 129.4982223, + "Potassium_Level": 4.505300934, + "Sodium_Level": 143.9967884, + "Smoking_Pack_Years": 22.69205029 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.54186948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.10949152, + "White_Blood_Cell_Count": 8.783619727, + "Platelet_Count": 429.5256678, + "Albumin_Level": 4.113359718, + "Alkaline_Phosphatase_Level": 57.19653589, + "Alanine_Aminotransferase_Level": 5.954771763, + "Aspartate_Aminotransferase_Level": 41.73450696, + "Creatinine_Level": 1.081578604, + "LDH_Level": 163.2058622, + "Calcium_Level": 9.458990519, + "Phosphorus_Level": 2.969014712, + "Glucose_Level": 87.86999793, + "Potassium_Level": 4.481246182, + "Sodium_Level": 141.4820169, + "Smoking_Pack_Years": 65.65948049 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.84390454, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.06394131, + "White_Blood_Cell_Count": 4.239013422, + "Platelet_Count": 262.329665, + "Albumin_Level": 4.583759832, + "Alkaline_Phosphatase_Level": 61.06991891, + "Alanine_Aminotransferase_Level": 24.2228185, + "Aspartate_Aminotransferase_Level": 32.83835119, + "Creatinine_Level": 1.123856343, + "LDH_Level": 124.7964599, + "Calcium_Level": 8.258828304, + "Phosphorus_Level": 4.098304121, + "Glucose_Level": 82.68950689, + "Potassium_Level": 3.526769677, + "Sodium_Level": 135.5977358, + "Smoking_Pack_Years": 57.65085777 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.67858658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.29745099, + "White_Blood_Cell_Count": 5.964085239, + "Platelet_Count": 191.4077493, + "Albumin_Level": 3.116542355, + "Alkaline_Phosphatase_Level": 45.52216621, + "Alanine_Aminotransferase_Level": 11.83860946, + "Aspartate_Aminotransferase_Level": 33.01931672, + "Creatinine_Level": 0.945501406, + "LDH_Level": 168.1196202, + "Calcium_Level": 10.17543472, + "Phosphorus_Level": 3.616769596, + "Glucose_Level": 84.30966105, + "Potassium_Level": 4.615186889, + "Sodium_Level": 137.403511, + "Smoking_Pack_Years": 10.86274255 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.59229875, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.75530149, + "White_Blood_Cell_Count": 6.593100462, + "Platelet_Count": 206.8954679, + "Albumin_Level": 4.822241102, + "Alkaline_Phosphatase_Level": 110.7623063, + "Alanine_Aminotransferase_Level": 6.087211951, + "Aspartate_Aminotransferase_Level": 16.38208016, + "Creatinine_Level": 1.490748618, + "LDH_Level": 171.0983328, + "Calcium_Level": 10.3171635, + "Phosphorus_Level": 3.383527218, + "Glucose_Level": 80.63563496, + "Potassium_Level": 4.351924993, + "Sodium_Level": 136.9043529, + "Smoking_Pack_Years": 69.13832453 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.90211372, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.10585727, + "White_Blood_Cell_Count": 6.776181653, + "Platelet_Count": 363.6766681, + "Albumin_Level": 3.525062604, + "Alkaline_Phosphatase_Level": 44.22947024, + "Alanine_Aminotransferase_Level": 9.821346851, + "Aspartate_Aminotransferase_Level": 25.52799, + "Creatinine_Level": 1.003025793, + "LDH_Level": 206.5513575, + "Calcium_Level": 9.635681977, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.50112916, + "White_Blood_Cell_Count": 6.057137866, + "Platelet_Count": 403.4644543, + "Albumin_Level": 4.392770706, + "Alkaline_Phosphatase_Level": 60.683664, + "Alanine_Aminotransferase_Level": 24.31638761, + "Aspartate_Aminotransferase_Level": 35.58673762, + "Creatinine_Level": 0.843693681, + "LDH_Level": 106.7142629, + "Calcium_Level": 8.977869317, + "Phosphorus_Level": 2.705441414, + "Glucose_Level": 91.10724876, + "Potassium_Level": 3.841946021, + "Sodium_Level": 143.2481885, + "Smoking_Pack_Years": 62.93797101 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": 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14.47829632 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.98440931, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.05102673, + "White_Blood_Cell_Count": 7.757908554, + "Platelet_Count": 442.2101405, + "Albumin_Level": 4.887828342, + "Alkaline_Phosphatase_Level": 74.85193648, + "Alanine_Aminotransferase_Level": 18.94226676, + "Aspartate_Aminotransferase_Level": 38.24833135, + "Creatinine_Level": 0.99149418, + "LDH_Level": 150.7815183, + "Calcium_Level": 10.29378074, + "Phosphorus_Level": 4.979722664, + "Glucose_Level": 79.42577265, + "Potassium_Level": 4.585106541, + "Sodium_Level": 135.0381603, + "Smoking_Pack_Years": 7.521155177 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.06812488, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.27469065, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.79506362, + "White_Blood_Cell_Count": 6.451875917, + "Platelet_Count": 158.3299399, + "Albumin_Level": 4.042600367, + "Alkaline_Phosphatase_Level": 72.15911074, + "Alanine_Aminotransferase_Level": 20.43177675, + "Aspartate_Aminotransferase_Level": 21.56895966, + "Creatinine_Level": 0.807817466, + "LDH_Level": 132.1312508, + "Calcium_Level": 10.4172062, + "Phosphorus_Level": 3.64592242, + "Glucose_Level": 116.667332, + "Potassium_Level": 4.250738742, + "Sodium_Level": 140.7567241, + "Smoking_Pack_Years": 56.23578004 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.65202376, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.2251132, + "White_Blood_Cell_Count": 4.005398836, + "Platelet_Count": 422.8880928, + "Albumin_Level": 3.089063444, + "Alkaline_Phosphatase_Level": 41.25852618, + "Alanine_Aminotransferase_Level": 28.38108548, + "Aspartate_Aminotransferase_Level": 17.02447021, + "Creatinine_Level": 1.398955157, + "LDH_Level": 190.0019718, + "Calcium_Level": 9.479018055, + "Phosphorus_Level": 2.556919183, + "Glucose_Level": 136.3622756, + "Potassium_Level": 3.961570294, + "Sodium_Level": 142.8054527, + "Smoking_Pack_Years": 17.83115879 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.54104452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.78930485, + "White_Blood_Cell_Count": 5.192401137, + "Platelet_Count": 269.1947562, + "Albumin_Level": 4.571606832, + "Alkaline_Phosphatase_Level": 39.19828289, + "Alanine_Aminotransferase_Level": 6.397452051, + "Aspartate_Aminotransferase_Level": 18.88980044, + "Creatinine_Level": 1.182683299, + "LDH_Level": 118.6234117, + "Calcium_Level": 8.346127552, + "Phosphorus_Level": 4.743517494, + "Glucose_Level": 125.3282116, + "Potassium_Level": 4.530038646, + "Sodium_Level": 140.1597968, + "Smoking_Pack_Years": 10.59503104 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.07036144, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.12601248, + "White_Blood_Cell_Count": 9.127307587, + "Platelet_Count": 409.666627, + "Albumin_Level": 3.155560869, + "Alkaline_Phosphatase_Level": 80.60498635, + "Alanine_Aminotransferase_Level": 31.3716394, + "Aspartate_Aminotransferase_Level": 13.09213937, + "Creatinine_Level": 1.144765792, + "LDH_Level": 248.921424, + "Calcium_Level": 9.397722332, + "Phosphorus_Level": 3.778672044, + "Glucose_Level": 76.00651529, + "Potassium_Level": 3.714359819, + "Sodium_Level": 136.4429345, + "Smoking_Pack_Years": 43.25508194 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.09624576, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.88624981, + "White_Blood_Cell_Count": 8.738683128, + "Platelet_Count": 319.2970879, + "Albumin_Level": 3.278879389, + "Alkaline_Phosphatase_Level": 77.94385966, + "Alanine_Aminotransferase_Level": 6.960091169, + "Aspartate_Aminotransferase_Level": 35.61509073, + "Creatinine_Level": 0.575790671, + "LDH_Level": 159.6600421, + "Calcium_Level": 8.335312951, + "Phosphorus_Level": 2.732469234, + "Glucose_Level": 145.3178193, + "Potassium_Level": 4.415787319, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.65606907, + "White_Blood_Cell_Count": 8.972175159, + "Platelet_Count": 273.115012, + "Albumin_Level": 4.01068028, + "Alkaline_Phosphatase_Level": 70.75728636, + "Alanine_Aminotransferase_Level": 35.35408184, + "Aspartate_Aminotransferase_Level": 19.2686234, + "Creatinine_Level": 1.240767106, + "LDH_Level": 150.245473, + "Calcium_Level": 9.642964093, + "Phosphorus_Level": 2.816525816, + "Glucose_Level": 101.2076602, + "Potassium_Level": 4.621195702, + "Sodium_Level": 144.3021889, + "Smoking_Pack_Years": 71.10557104 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.56067294, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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13.51220125, + "Aspartate_Aminotransferase_Level": 18.98569778, + "Creatinine_Level": 1.114785047, + "LDH_Level": 232.366128, + "Calcium_Level": 9.028347779, + "Phosphorus_Level": 4.384719536, + "Glucose_Level": 110.0079694, + "Potassium_Level": 3.842745018, + "Sodium_Level": 138.7125945, + "Smoking_Pack_Years": 84.02238458 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.04410715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 90, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.29874203, + "White_Blood_Cell_Count": 4.120647174, + "Platelet_Count": 430.3996739, + "Albumin_Level": 3.610010195, + "Alkaline_Phosphatase_Level": 91.63850258, + "Alanine_Aminotransferase_Level": 7.460303794, + "Aspartate_Aminotransferase_Level": 17.80176195, + "Creatinine_Level": 1.251248567, + "LDH_Level": 203.4314055, + "Calcium_Level": 9.395198045, + "Phosphorus_Level": 4.567620131, + "Glucose_Level": 104.058597, + "Potassium_Level": 4.164117221, + "Sodium_Level": 136.9209246, + "Smoking_Pack_Years": 55.74660525 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.0972444, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.7210589, + "White_Blood_Cell_Count": 9.422350609, + "Platelet_Count": 280.6798993, + "Albumin_Level": 4.545316656, + "Alkaline_Phosphatase_Level": 111.9908262, + "Alanine_Aminotransferase_Level": 10.13150279, + "Aspartate_Aminotransferase_Level": 11.31755812, + "Creatinine_Level": 1.48988315, + "LDH_Level": 216.6339569, + "Calcium_Level": 8.718299175, + "Phosphorus_Level": 3.265010893, + "Glucose_Level": 100.5265581, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.97788491, + "White_Blood_Cell_Count": 9.760549838, + "Platelet_Count": 427.4712832, + "Albumin_Level": 3.553075769, + "Alkaline_Phosphatase_Level": 33.81505873, + "Alanine_Aminotransferase_Level": 20.23220122, + "Aspartate_Aminotransferase_Level": 32.00662561, + "Creatinine_Level": 0.681931617, + "LDH_Level": 150.1725919, + "Calcium_Level": 8.895442299, + "Phosphorus_Level": 2.889269433, + "Glucose_Level": 76.44921121, + "Potassium_Level": 4.523539276, + "Sodium_Level": 144.21267, + "Smoking_Pack_Years": 23.67715479 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.14191581, + "Tumor_Location": 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"No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.71174739, + "White_Blood_Cell_Count": 9.818202639, + "Platelet_Count": 252.7776887, + "Albumin_Level": 4.788450383, + "Alkaline_Phosphatase_Level": 33.46135154, + "Alanine_Aminotransferase_Level": 13.08349826, + "Aspartate_Aminotransferase_Level": 28.16972684, + "Creatinine_Level": 1.201777096, + "LDH_Level": 113.7281267, + "Calcium_Level": 10.05133001, + "Phosphorus_Level": 4.241514051, + "Glucose_Level": 116.0938899, + "Potassium_Level": 3.612854483, + "Sodium_Level": 135.1792533, + "Smoking_Pack_Years": 80.51185486 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.84818461, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.29196625, + "White_Blood_Cell_Count": 4.879601294, + "Platelet_Count": 303.7484513, + "Albumin_Level": 3.391465551, + "Alkaline_Phosphatase_Level": 44.55412306, + "Alanine_Aminotransferase_Level": 31.55448015, + "Aspartate_Aminotransferase_Level": 25.5630848, + "Creatinine_Level": 1.191062104, + "LDH_Level": 105.8924014, + "Calcium_Level": 9.624158419, + "Phosphorus_Level": 4.313236519, + "Glucose_Level": 78.81743802, + "Potassium_Level": 4.124475723, + "Sodium_Level": 144.7194006, + "Smoking_Pack_Years": 71.94196993 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.46842324, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.05181181, + "White_Blood_Cell_Count": 5.438543885, + "Platelet_Count": 167.4786002, + "Albumin_Level": 4.726944939, + "Alkaline_Phosphatase_Level": 42.67801727, + "Alanine_Aminotransferase_Level": 17.80859281, + "Aspartate_Aminotransferase_Level": 13.47390476, + "Creatinine_Level": 0.866371468, + "LDH_Level": 217.1822892, + "Calcium_Level": 8.901698697, + "Phosphorus_Level": 3.700280731, + "Glucose_Level": 130.8630886, + "Potassium_Level": 3.668914322, + "Sodium_Level": 142.3831504, + "Smoking_Pack_Years": 95.8100935 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.37649158, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.18921988, + "White_Blood_Cell_Count": 6.646554298, + "Platelet_Count": 211.7923199, + "Albumin_Level": 3.269014546, + "Alkaline_Phosphatase_Level": 45.75979773, + "Alanine_Aminotransferase_Level": 34.60279254, + "Aspartate_Aminotransferase_Level": 17.10651408, + "Creatinine_Level": 1.398629406, + "LDH_Level": 154.3712406, + "Calcium_Level": 10.12602477, + "Phosphorus_Level": 4.634493283, + "Glucose_Level": 90.99686071, + "Potassium_Level": 3.789992213, + "Sodium_Level": 141.445946, + "Smoking_Pack_Years": 19.37044291 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.38926459, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.72487766, + "White_Blood_Cell_Count": 5.722278324, + "Platelet_Count": 370.3041504, + "Albumin_Level": 4.483239157, + "Alkaline_Phosphatase_Level": 40.05081949, + "Alanine_Aminotransferase_Level": 17.57250433, + "Aspartate_Aminotransferase_Level": 26.39572721, + "Creatinine_Level": 1.080334679, + "LDH_Level": 184.5441467, + "Calcium_Level": 9.914483666, + "Phosphorus_Level": 3.891463974, + "Glucose_Level": 145.2041992, + "Potassium_Level": 4.973744037, + "Sodium_Level": 137.5705068, + "Smoking_Pack_Years": 91.1984608 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.30013825, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.51760702, + "White_Blood_Cell_Count": 9.634576298, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.64160579, + "White_Blood_Cell_Count": 7.775947481, + "Platelet_Count": 157.1006318, + "Albumin_Level": 4.060265409, + "Alkaline_Phosphatase_Level": 91.21334006, + "Alanine_Aminotransferase_Level": 38.69323853, + "Aspartate_Aminotransferase_Level": 23.8305354, + "Creatinine_Level": 1.033710006, + "LDH_Level": 200.1176273, + "Calcium_Level": 9.464543361, + "Phosphorus_Level": 2.882937443, + "Glucose_Level": 137.6540475, + "Potassium_Level": 4.358036669, + "Sodium_Level": 138.2199549, + "Smoking_Pack_Years": 20.75563531 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.02427888, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.45716123, + "White_Blood_Cell_Count": 7.912498159, + "Platelet_Count": 168.5361939, + "Albumin_Level": 3.588484123, + "Alkaline_Phosphatase_Level": 83.78709089, + "Alanine_Aminotransferase_Level": 29.59922883, + "Aspartate_Aminotransferase_Level": 21.322519, + "Creatinine_Level": 0.602383363, + "LDH_Level": 102.3910316, + "Calcium_Level": 9.015948016, + "Phosphorus_Level": 3.228648657, + "Glucose_Level": 76.41221318, + "Potassium_Level": 4.344392214, + "Sodium_Level": 144.4444415, + "Smoking_Pack_Years": 15.59920091 + }, + { + "Age": 39, + "Gender": "Male", 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228.1453187, + "Calcium_Level": 9.905083719, + "Phosphorus_Level": 3.328596437, + "Glucose_Level": 112.9737084, + "Potassium_Level": 4.845962675, + "Sodium_Level": 140.4372462, + "Smoking_Pack_Years": 92.16301968 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.77232408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.62507003, + "White_Blood_Cell_Count": 4.347050276, + 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+ "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.4215478, + "White_Blood_Cell_Count": 6.944517906, + "Platelet_Count": 211.1950536, + "Albumin_Level": 3.291451681, + "Alkaline_Phosphatase_Level": 119.3313958, + "Alanine_Aminotransferase_Level": 9.169051421, + "Aspartate_Aminotransferase_Level": 32.45823467, + "Creatinine_Level": 1.308332344, + "LDH_Level": 182.7226963, + "Calcium_Level": 8.795814442, + "Phosphorus_Level": 4.195838603, + "Glucose_Level": 116.4490921, + "Potassium_Level": 4.924780755, + "Sodium_Level": 135.6322448, + "Smoking_Pack_Years": 15.9747911 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.63047534, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.56570111, + "White_Blood_Cell_Count": 7.086045909, + "Platelet_Count": 200.8888054, + "Albumin_Level": 4.294245611, + "Alkaline_Phosphatase_Level": 101.0293929, + "Alanine_Aminotransferase_Level": 36.10778713, + "Aspartate_Aminotransferase_Level": 23.22042855, + "Creatinine_Level": 1.042617749, + "LDH_Level": 142.1342272, + "Calcium_Level": 9.831507285, + "Phosphorus_Level": 4.841303688, + "Glucose_Level": 147.1646818, + "Potassium_Level": 4.528009363, + "Sodium_Level": 138.7849326, + "Smoking_Pack_Years": 80.07477135 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.73882654, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.69163277, + "White_Blood_Cell_Count": 9.501927318, + "Platelet_Count": 445.0514937, + "Albumin_Level": 4.438493946, + "Alkaline_Phosphatase_Level": 101.7678541, + "Alanine_Aminotransferase_Level": 28.48820402, + "Aspartate_Aminotransferase_Level": 42.93056712, + "Creatinine_Level": 1.072672737, + "LDH_Level": 242.714177, + 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"Albumin_Level": 4.71756501, + "Alkaline_Phosphatase_Level": 104.6309039, + "Alanine_Aminotransferase_Level": 31.53928225, + "Aspartate_Aminotransferase_Level": 47.95798517, + "Creatinine_Level": 1.480387095, + "LDH_Level": 236.6824015, + "Calcium_Level": 9.496671676, + "Phosphorus_Level": 3.81435521, + "Glucose_Level": 100.3478129, + "Potassium_Level": 4.5413441, + "Sodium_Level": 136.3781991, + "Smoking_Pack_Years": 42.40222941 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.33356947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.66493863, + "White_Blood_Cell_Count": 3.547850279, + "Platelet_Count": 333.8898349, + "Albumin_Level": 4.942346723, + "Alkaline_Phosphatase_Level": 113.1291445, + "Alanine_Aminotransferase_Level": 7.61427724, + "Aspartate_Aminotransferase_Level": 33.00843983, + "Creatinine_Level": 0.584438221, + "LDH_Level": 194.483567, + "Calcium_Level": 10.47000569, + "Phosphorus_Level": 4.46825306, + "Glucose_Level": 110.0740318, + "Potassium_Level": 4.269518263, + "Sodium_Level": 138.9681424, + "Smoking_Pack_Years": 84.21787863 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": 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9.342154475, + "Phosphorus_Level": 2.90794518, + "Glucose_Level": 113.1920139, + "Potassium_Level": 4.71954881, + "Sodium_Level": 137.9425799, + "Smoking_Pack_Years": 24.31679064 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.37269239, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.87175323, + "White_Blood_Cell_Count": 9.237141605, + "Platelet_Count": 155.0988895, + 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.99972726, + "White_Blood_Cell_Count": 8.331450348, + "Platelet_Count": 256.0357011, + "Albumin_Level": 3.468528809, + "Alkaline_Phosphatase_Level": 45.86689645, + "Alanine_Aminotransferase_Level": 32.98248541, + "Aspartate_Aminotransferase_Level": 10.79247512, + "Creatinine_Level": 1.394077035, + "LDH_Level": 125.2344791, + "Calcium_Level": 8.149682769, + "Phosphorus_Level": 3.973942477, + "Glucose_Level": 144.0164161, + "Potassium_Level": 3.813323913, + "Sodium_Level": 135.2481802, + "Smoking_Pack_Years": 64.86303303 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.04004678, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.80762529, + "White_Blood_Cell_Count": 3.86527465, + "Platelet_Count": 174.3947844, + "Albumin_Level": 4.290596308, + "Alkaline_Phosphatase_Level": 110.283148, + "Alanine_Aminotransferase_Level": 35.86632053, + "Aspartate_Aminotransferase_Level": 10.8457375, + "Creatinine_Level": 1.377063232, + "LDH_Level": 204.5869939, + "Calcium_Level": 9.376757643, + "Phosphorus_Level": 4.886371485, + "Glucose_Level": 71.80505762, + "Potassium_Level": 4.54312343, + "Sodium_Level": 138.9445512, + "Smoking_Pack_Years": 14.18541399 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.16148793, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.36332193, + "White_Blood_Cell_Count": 8.639639283, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.60531813, + "White_Blood_Cell_Count": 8.288474023, + "Platelet_Count": 295.4841709, + "Albumin_Level": 3.452156764, + "Alkaline_Phosphatase_Level": 43.90920743, + "Alanine_Aminotransferase_Level": 34.74401776, + "Aspartate_Aminotransferase_Level": 12.01115285, + "Creatinine_Level": 0.731466417, + "LDH_Level": 213.3724824, + "Calcium_Level": 8.998072207, + "Phosphorus_Level": 4.012123415, + "Glucose_Level": 73.66838393, + "Potassium_Level": 4.992724879, + "Sodium_Level": 137.6825121, + "Smoking_Pack_Years": 67.31631225 + }, + { + "Age": 77, + "Gender": "Male", 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"Calcium_Level": 10.22578074, + "Phosphorus_Level": 4.118235684, + "Glucose_Level": 109.5145996, + "Potassium_Level": 4.107694151, + "Sodium_Level": 138.7144197, + "Smoking_Pack_Years": 5.418789263 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.75794051, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.19418736, + "White_Blood_Cell_Count": 9.949548703, + "Platelet_Count": 225.8945998, 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.75781996, + "White_Blood_Cell_Count": 7.389912523, + "Platelet_Count": 274.7895964, + "Albumin_Level": 4.788642122, + "Alkaline_Phosphatase_Level": 107.916233, + "Alanine_Aminotransferase_Level": 24.40984576, + "Aspartate_Aminotransferase_Level": 43.41734559, + "Creatinine_Level": 1.12721943, + "LDH_Level": 101.3900883, + "Calcium_Level": 9.335211093, + "Phosphorus_Level": 4.870210041, + "Glucose_Level": 97.88128512, + "Potassium_Level": 3.629051573, + "Sodium_Level": 140.2272552, + "Smoking_Pack_Years": 21.99341124 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.77047806, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": 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245.7656517, + "Calcium_Level": 8.025372721, + "Phosphorus_Level": 3.022917416, + "Glucose_Level": 75.07914544, + "Potassium_Level": 4.529759011, + "Sodium_Level": 144.9897469, + "Smoking_Pack_Years": 63.30611558 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.44494223, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.10851282, + "White_Blood_Cell_Count": 6.029475108, + "Platelet_Count": 152.2722296, + "Albumin_Level": 3.769572475, + "Alkaline_Phosphatase_Level": 58.41591093, + "Alanine_Aminotransferase_Level": 34.3771292, + "Aspartate_Aminotransferase_Level": 17.60504615, + "Creatinine_Level": 1.143016923, + "LDH_Level": 126.6821349, + "Calcium_Level": 9.954950694, + "Phosphorus_Level": 4.250033492, + "Glucose_Level": 87.14244579, + "Potassium_Level": 3.962086738, + "Sodium_Level": 140.7962177, + "Smoking_Pack_Years": 92.04982296 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.25602991, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.23772707, + "White_Blood_Cell_Count": 7.89052708, + "Platelet_Count": 437.4684303, + "Albumin_Level": 4.656569939, + "Alkaline_Phosphatase_Level": 35.8193678, + "Alanine_Aminotransferase_Level": 27.48246822, + "Aspartate_Aminotransferase_Level": 24.27921406, + "Creatinine_Level": 0.51898814, + "LDH_Level": 202.4510861, + "Calcium_Level": 8.470408436, + "Phosphorus_Level": 4.362939644, + "Glucose_Level": 147.7448193, + "Potassium_Level": 4.142633385, + "Sodium_Level": 137.8022092, + "Smoking_Pack_Years": 7.222959075 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.07738273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.54913124, + "White_Blood_Cell_Count": 6.152392866, + "Platelet_Count": 444.7477151, + "Albumin_Level": 4.850593013, + "Alkaline_Phosphatase_Level": 58.56636754, + "Alanine_Aminotransferase_Level": 25.83668577, + "Aspartate_Aminotransferase_Level": 30.71423418, + "Creatinine_Level": 0.503322799, + "LDH_Level": 176.7249663, + "Calcium_Level": 8.219174364, + "Phosphorus_Level": 3.858352275, + "Glucose_Level": 122.8868129, + "Potassium_Level": 4.133690341, + "Sodium_Level": 137.6027839, + "Smoking_Pack_Years": 89.03232038 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.39397287, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.27206374, + "White_Blood_Cell_Count": 8.69303371, + "Platelet_Count": 164.0592884, + "Albumin_Level": 4.670306002, + "Alkaline_Phosphatase_Level": 40.21974403, + "Alanine_Aminotransferase_Level": 16.98603041, + "Aspartate_Aminotransferase_Level": 36.09538551, + "Creatinine_Level": 0.906070821, + "LDH_Level": 182.1038749, + "Calcium_Level": 10.11879026, + "Phosphorus_Level": 3.629321903, + "Glucose_Level": 97.63373574, + "Potassium_Level": 3.757810845, + "Sodium_Level": 138.9714495, + "Smoking_Pack_Years": 4.7921654 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.64627577, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.56558741, + "White_Blood_Cell_Count": 5.010030558, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.96024669, + "White_Blood_Cell_Count": 8.56321745, + "Platelet_Count": 250.1281739, + "Albumin_Level": 4.18911602, + "Alkaline_Phosphatase_Level": 82.78901584, + "Alanine_Aminotransferase_Level": 12.03466471, + "Aspartate_Aminotransferase_Level": 45.29194264, + "Creatinine_Level": 0.816003753, + "LDH_Level": 140.7629315, + "Calcium_Level": 9.849870388, + "Phosphorus_Level": 4.318617441, + "Glucose_Level": 140.7603224, + "Potassium_Level": 3.553580057, + "Sodium_Level": 138.710173, + "Smoking_Pack_Years": 0.365343861 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.9441961, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.17008794, + "White_Blood_Cell_Count": 5.260144165, + "Platelet_Count": 165.4492923, + "Albumin_Level": 3.260872083, + "Alkaline_Phosphatase_Level": 36.02547344, + "Alanine_Aminotransferase_Level": 14.38533605, + "Aspartate_Aminotransferase_Level": 48.85493968, + "Creatinine_Level": 0.639975041, + "LDH_Level": 153.6937145, + "Calcium_Level": 9.163854858, + "Phosphorus_Level": 4.509048867, + "Glucose_Level": 138.1070215, + "Potassium_Level": 3.934340052, + "Sodium_Level": 135.0561954, + "Smoking_Pack_Years": 84.40308722 + }, + { 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"LDH_Level": 101.1706716, + "Calcium_Level": 8.071737343, + "Phosphorus_Level": 2.70583101, + "Glucose_Level": 127.7283706, + "Potassium_Level": 3.725124165, + "Sodium_Level": 141.9954823, + "Smoking_Pack_Years": 14.48090161 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.75336639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.72127699, + "White_Blood_Cell_Count": 8.753618294, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.53873213, + "White_Blood_Cell_Count": 3.919629951, + "Platelet_Count": 371.4617543, + "Albumin_Level": 3.392664361, + "Alkaline_Phosphatase_Level": 55.00689684, + "Alanine_Aminotransferase_Level": 39.35455479, + "Aspartate_Aminotransferase_Level": 40.67902881, + "Creatinine_Level": 0.86755985, + "LDH_Level": 181.854339, + "Calcium_Level": 8.434886688, + "Phosphorus_Level": 2.988433151, + "Glucose_Level": 124.8572903, + "Potassium_Level": 4.509065087, + "Sodium_Level": 137.0824509, + "Smoking_Pack_Years": 52.31944763 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.00353446, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.79527784, + "White_Blood_Cell_Count": 3.96392063, + "Platelet_Count": 154.9138012, + "Albumin_Level": 4.199468051, + "Alkaline_Phosphatase_Level": 34.50898534, + "Alanine_Aminotransferase_Level": 23.94207914, + "Aspartate_Aminotransferase_Level": 40.66467121, + "Creatinine_Level": 1.272316638, + "LDH_Level": 235.8143612, + "Calcium_Level": 9.37226426, + "Phosphorus_Level": 4.829296799, + "Glucose_Level": 110.2348622, + "Potassium_Level": 4.314998654, + "Sodium_Level": 135.8836029, + "Smoking_Pack_Years": 95.09930378 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.81530043, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.73848393, + "White_Blood_Cell_Count": 7.23369653, + "Platelet_Count": 362.6764281, + "Albumin_Level": 4.563702703, + "Alkaline_Phosphatase_Level": 101.9150312, + "Alanine_Aminotransferase_Level": 8.112425532, + "Aspartate_Aminotransferase_Level": 17.73771974, + "Creatinine_Level": 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"White_Blood_Cell_Count": 4.562893816, + "Platelet_Count": 252.2650947, + "Albumin_Level": 4.001913749, + "Alkaline_Phosphatase_Level": 32.26108251, + "Alanine_Aminotransferase_Level": 23.60083315, + "Aspartate_Aminotransferase_Level": 35.90128847, + "Creatinine_Level": 1.110733284, + "LDH_Level": 182.8024259, + "Calcium_Level": 9.869209529, + "Phosphorus_Level": 4.783002723, + "Glucose_Level": 132.9287738, + "Potassium_Level": 4.478857487, + "Sodium_Level": 144.8166714, + "Smoking_Pack_Years": 9.418517016 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.22969373, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.12572712, + "White_Blood_Cell_Count": 5.839340883, + "Platelet_Count": 414.8478183, + "Albumin_Level": 4.208084848, + "Alkaline_Phosphatase_Level": 118.1646885, + "Alanine_Aminotransferase_Level": 11.41010499, + "Aspartate_Aminotransferase_Level": 27.18826245, + "Creatinine_Level": 0.930565184, + "LDH_Level": 154.4816348, + "Calcium_Level": 8.720874544, + "Phosphorus_Level": 3.347254143, + "Glucose_Level": 120.1925522, + "Potassium_Level": 4.755157471, + "Sodium_Level": 139.0623943, + "Smoking_Pack_Years": 6.6039119 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.48435718, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 17.98375384, + "Creatinine_Level": 1.10954165, + "LDH_Level": 214.8924068, + "Calcium_Level": 8.742696174, + "Phosphorus_Level": 4.484416225, + "Glucose_Level": 133.9589852, + "Potassium_Level": 4.627936056, + "Sodium_Level": 137.4765247, + "Smoking_Pack_Years": 81.44929199 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.32121639, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.84693695, + "White_Blood_Cell_Count": 6.583185383, + "Platelet_Count": 232.9523858, + "Albumin_Level": 3.761799864, + "Alkaline_Phosphatase_Level": 41.12855028, + "Alanine_Aminotransferase_Level": 17.91884323, + "Aspartate_Aminotransferase_Level": 21.05690737, + "Creatinine_Level": 1.365845637, + "LDH_Level": 149.0299016, + "Calcium_Level": 8.015711583, + "Phosphorus_Level": 3.694758873, + "Glucose_Level": 72.59012446, + "Potassium_Level": 3.985740038, + "Sodium_Level": 141.2001519, + "Smoking_Pack_Years": 44.11992655 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.96834839, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.69744564, + "White_Blood_Cell_Count": 9.121592259, + "Platelet_Count": 305.5870285, + "Albumin_Level": 4.300119205, + "Alkaline_Phosphatase_Level": 96.09086966, + "Alanine_Aminotransferase_Level": 23.29146158, + "Aspartate_Aminotransferase_Level": 35.75456898, + "Creatinine_Level": 0.662457402, + "LDH_Level": 126.6573816, + "Calcium_Level": 10.4450777, + "Phosphorus_Level": 3.976010409, + "Glucose_Level": 125.0694096, + "Potassium_Level": 4.009779863, + "Sodium_Level": 142.0361469, + "Smoking_Pack_Years": 44.18268484 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.26402227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.28490288, + "White_Blood_Cell_Count": 4.241410448, + "Platelet_Count": 251.4266498, + "Albumin_Level": 3.668318043, + "Alkaline_Phosphatase_Level": 49.79713722, + "Alanine_Aminotransferase_Level": 17.35993215, + "Aspartate_Aminotransferase_Level": 15.13965312, + "Creatinine_Level": 0.551230443, + "LDH_Level": 169.26146, + "Calcium_Level": 10.27953147, + "Phosphorus_Level": 3.749224717, + "Glucose_Level": 78.11050474, + "Potassium_Level": 4.184193983, + "Sodium_Level": 135.4111567, + "Smoking_Pack_Years": 87.57165236 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.35852049, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.36050815, + "White_Blood_Cell_Count": 6.289033223, + "Platelet_Count": 322.7153322, + "Albumin_Level": 3.403147666, + "Alkaline_Phosphatase_Level": 88.58795873, + "Alanine_Aminotransferase_Level": 26.89089831, + "Aspartate_Aminotransferase_Level": 19.51228507, + "Creatinine_Level": 0.790118913, + "LDH_Level": 196.3280795, + "Calcium_Level": 10.2549108, + "Phosphorus_Level": 4.962794311, + "Glucose_Level": 124.0972288, + "Potassium_Level": 4.229781017, + "Sodium_Level": 144.0750362, + "Smoking_Pack_Years": 72.27704777 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.46119488, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.13621196, + "White_Blood_Cell_Count": 9.492004181, + "Platelet_Count": 346.2316988, + "Albumin_Level": 3.889645278, + "Alkaline_Phosphatase_Level": 36.71181027, + "Alanine_Aminotransferase_Level": 18.86600086, + "Aspartate_Aminotransferase_Level": 46.44192642, + "Creatinine_Level": 1.364606318, + "LDH_Level": 183.7361937, + "Calcium_Level": 9.309892313, + "Phosphorus_Level": 2.81807298, + "Glucose_Level": 93.82291538, + "Potassium_Level": 4.523799039, + "Sodium_Level": 141.9872454, + "Smoking_Pack_Years": 86.34204375 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.15936985, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.65638503, + "White_Blood_Cell_Count": 3.890805818, + "Platelet_Count": 199.8309577, + "Albumin_Level": 4.776088551, + "Alkaline_Phosphatase_Level": 44.98469427, + "Alanine_Aminotransferase_Level": 25.92763538, + "Aspartate_Aminotransferase_Level": 11.62272234, + "Creatinine_Level": 0.557700179, + "LDH_Level": 129.325392, + "Calcium_Level": 8.272522188, + "Phosphorus_Level": 2.776490295, + "Glucose_Level": 94.69221989, + "Potassium_Level": 4.294504743, + "Sodium_Level": 135.5894771, + "Smoking_Pack_Years": 28.83478277 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.07566278, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.0838191, + "White_Blood_Cell_Count": 6.235708133, + "Platelet_Count": 158.6991987, + "Albumin_Level": 4.461823244, + "Alkaline_Phosphatase_Level": 59.97793111, + "Alanine_Aminotransferase_Level": 20.31536133, + "Aspartate_Aminotransferase_Level": 33.49257806, + "Creatinine_Level": 0.734954045, + "LDH_Level": 161.9241123, + "Calcium_Level": 9.706987585, + "Phosphorus_Level": 4.948697004, + "Glucose_Level": 116.3846185, + "Potassium_Level": 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18.57862272, + "Aspartate_Aminotransferase_Level": 17.88944606, + "Creatinine_Level": 0.66516516, + "LDH_Level": 185.334082, + "Calcium_Level": 9.227375017, + "Phosphorus_Level": 4.707635298, + "Glucose_Level": 133.5935003, + "Potassium_Level": 4.197307067, + "Sodium_Level": 143.010026, + "Smoking_Pack_Years": 11.23315598 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.28248649, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.35850716, + "White_Blood_Cell_Count": 7.102728543, + "Platelet_Count": 181.122428, + "Albumin_Level": 4.794948976, + "Alkaline_Phosphatase_Level": 91.04481199, + "Alanine_Aminotransferase_Level": 21.26201282, + "Aspartate_Aminotransferase_Level": 16.34144993, + "Creatinine_Level": 1.382924454, + "LDH_Level": 206.7679925, + "Calcium_Level": 8.402031432, + "Phosphorus_Level": 4.919479542, + "Glucose_Level": 138.0883002, + "Potassium_Level": 3.502022582, + "Sodium_Level": 136.9548898, + "Smoking_Pack_Years": 17.82081323 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.34596214, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.62981677, + "White_Blood_Cell_Count": 7.030337807, + "Platelet_Count": 323.8424483, + "Albumin_Level": 4.451379057, + "Alkaline_Phosphatase_Level": 52.8287169, + "Alanine_Aminotransferase_Level": 15.7211672, + "Aspartate_Aminotransferase_Level": 45.84140465, + "Creatinine_Level": 0.661517071, + "LDH_Level": 141.2948494, + "Calcium_Level": 9.266085895, + "Phosphorus_Level": 4.59767108, + "Glucose_Level": 122.9812706, + "Potassium_Level": 3.826185832, + "Sodium_Level": 139.1705209, + "Smoking_Pack_Years": 20.31865485 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.79717284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.66814362, + "White_Blood_Cell_Count": 8.341742622, + "Platelet_Count": 203.0389153, + "Albumin_Level": 4.772975129, + "Alkaline_Phosphatase_Level": 74.27080275, + "Alanine_Aminotransferase_Level": 29.39655845, + "Aspartate_Aminotransferase_Level": 15.42506528, + "Creatinine_Level": 0.736577483, + "LDH_Level": 132.1495409, + "Calcium_Level": 9.209809903, + "Phosphorus_Level": 2.584963843, + "Glucose_Level": 102.9468239, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 27.71971184, + "Aspartate_Aminotransferase_Level": 25.83195698, + "Creatinine_Level": 1.468774921, + "LDH_Level": 118.2695117, + "Calcium_Level": 9.090365185, + "Phosphorus_Level": 4.111479035, + "Glucose_Level": 75.73322727, + "Potassium_Level": 4.161009422, + "Sodium_Level": 144.5355419, + "Smoking_Pack_Years": 56.67997545 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.11100584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.82831866, + "White_Blood_Cell_Count": 4.153624001, + "Platelet_Count": 364.2514693, + "Albumin_Level": 4.680532831, + "Alkaline_Phosphatase_Level": 42.57155062, + "Alanine_Aminotransferase_Level": 27.42763277, + "Aspartate_Aminotransferase_Level": 41.36130471, + "Creatinine_Level": 0.505406037, + "LDH_Level": 237.8647423, + "Calcium_Level": 8.647631615, + "Phosphorus_Level": 4.423476523, + "Glucose_Level": 108.3345003, + "Potassium_Level": 4.982578335, + "Sodium_Level": 143.1444673, + "Smoking_Pack_Years": 4.643704295 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.41702959, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + 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119.6071291, + "Potassium_Level": 3.850642192, + "Sodium_Level": 143.4634571, + "Smoking_Pack_Years": 28.042232 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.3602767, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.56008916, + "White_Blood_Cell_Count": 9.173260531, + "Platelet_Count": 260.420863, + "Albumin_Level": 3.374873441, + "Alkaline_Phosphatase_Level": 90.09880928, + 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.61262344, + "White_Blood_Cell_Count": 7.579442243, + "Platelet_Count": 418.118257, + "Albumin_Level": 4.918218557, + "Alkaline_Phosphatase_Level": 92.09889694, + "Alanine_Aminotransferase_Level": 20.53704952, + "Aspartate_Aminotransferase_Level": 33.46758625, + "Creatinine_Level": 1.384805308, + "LDH_Level": 172.9725366, + "Calcium_Level": 8.247493615, + "Phosphorus_Level": 4.116636758, + "Glucose_Level": 70.11491766, + "Potassium_Level": 3.766323732, + "Sodium_Level": 144.5330579, + "Smoking_Pack_Years": 80.54463389 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.0022912, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.64014551, + "White_Blood_Cell_Count": 6.54089181, + "Platelet_Count": 192.3856846, + "Albumin_Level": 3.895530005, + "Alkaline_Phosphatase_Level": 40.90241121, + "Alanine_Aminotransferase_Level": 22.42338197, + "Aspartate_Aminotransferase_Level": 34.28036836, + "Creatinine_Level": 1.290931693, + "LDH_Level": 153.5771649, + "Calcium_Level": 9.978479279, + "Phosphorus_Level": 3.5046705, + "Glucose_Level": 93.20056862, + "Potassium_Level": 4.020557286, + "Sodium_Level": 136.1460685, + "Smoking_Pack_Years": 65.62363442 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.1272446, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.24048052, + "White_Blood_Cell_Count": 7.847306633, + "Platelet_Count": 383.3312986, + "Albumin_Level": 3.070283378, + "Alkaline_Phosphatase_Level": 99.09499347, + "Alanine_Aminotransferase_Level": 16.69646609, + "Aspartate_Aminotransferase_Level": 43.39855286, + "Creatinine_Level": 1.051577517, + "LDH_Level": 133.9259952, + "Calcium_Level": 10.27791044, + "Phosphorus_Level": 3.01093015, + "Glucose_Level": 72.49961338, + "Potassium_Level": 4.163835898, + "Sodium_Level": 138.6761593, + "Smoking_Pack_Years": 2.70930959 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.36117256, + "Tumor_Location": "Middle 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.45239238, + "White_Blood_Cell_Count": 9.079164117, + "Platelet_Count": 154.1736807, + "Albumin_Level": 4.340665572, + "Alkaline_Phosphatase_Level": 35.02929045, + "Alanine_Aminotransferase_Level": 33.67994693, + "Aspartate_Aminotransferase_Level": 34.2231279, + "Creatinine_Level": 1.287009629, + "LDH_Level": 186.7511978, + "Calcium_Level": 9.349814969, + "Phosphorus_Level": 2.896355672, + "Glucose_Level": 128.1086828, + "Potassium_Level": 4.066131925, + "Sodium_Level": 136.7335295, + "Smoking_Pack_Years": 6.374604175 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.0602995, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.69972418, + "White_Blood_Cell_Count": 5.569698545, + "Platelet_Count": 192.1023676, + "Albumin_Level": 3.752687949, + "Alkaline_Phosphatase_Level": 117.4706725, + "Alanine_Aminotransferase_Level": 12.28062071, + "Aspartate_Aminotransferase_Level": 28.14266744, + "Creatinine_Level": 1.491563159, + "LDH_Level": 181.9829549, + "Calcium_Level": 8.545794197, + "Phosphorus_Level": 2.817134983, + "Glucose_Level": 140.0475185, + "Potassium_Level": 4.340893798, + "Sodium_Level": 136.9175466, + "Smoking_Pack_Years": 49.40897081 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.80644463, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.74329572, + "White_Blood_Cell_Count": 7.618063433, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.01476992, + "White_Blood_Cell_Count": 5.427664936, + "Platelet_Count": 417.0972683, + "Albumin_Level": 4.129965339, + "Alkaline_Phosphatase_Level": 44.68034793, + "Alanine_Aminotransferase_Level": 19.19635148, + "Aspartate_Aminotransferase_Level": 13.57225743, + "Creatinine_Level": 1.234515312, + "LDH_Level": 220.0168925, + "Calcium_Level": 10.16631228, + "Phosphorus_Level": 4.618424933, + "Glucose_Level": 134.7452516, + "Potassium_Level": 4.982155497, + "Sodium_Level": 136.9184644, + "Smoking_Pack_Years": 99.18440394 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.41416255, + "White_Blood_Cell_Count": 6.835560611, + "Platelet_Count": 249.1194123, + "Albumin_Level": 3.647312284, + "Alkaline_Phosphatase_Level": 72.03573139, + "Alanine_Aminotransferase_Level": 17.93701558, + "Aspartate_Aminotransferase_Level": 43.81329481, + "Creatinine_Level": 1.2388172, + "LDH_Level": 229.7634804, + "Calcium_Level": 10.32750896, + "Phosphorus_Level": 3.75401708, + "Glucose_Level": 71.01335205, + "Potassium_Level": 4.996913185, + "Sodium_Level": 139.1077461, + "Smoking_Pack_Years": 12.21342907 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.65355863, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.80270862, + "White_Blood_Cell_Count": 8.547664432, + "Platelet_Count": 287.1205785, + "Albumin_Level": 3.142662899, + "Alkaline_Phosphatase_Level": 87.65008956, + "Alanine_Aminotransferase_Level": 28.4059039, + "Aspartate_Aminotransferase_Level": 44.65969925, + "Creatinine_Level": 1.316710438, + "LDH_Level": 212.0524843, + "Calcium_Level": 8.526773665, + "Phosphorus_Level": 4.416776391, + "Glucose_Level": 71.84911749, + "Potassium_Level": 4.284305598, + "Sodium_Level": 140.7359351, + "Smoking_Pack_Years": 95.55587216 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.86710463, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.99792942, + "White_Blood_Cell_Count": 3.596472451, + "Platelet_Count": 376.820606, + "Albumin_Level": 3.039353154, + "Alkaline_Phosphatase_Level": 84.68316216, + "Alanine_Aminotransferase_Level": 38.50015628, + "Aspartate_Aminotransferase_Level": 11.48158803, + "Creatinine_Level": 1.093645755, + "LDH_Level": 100.9405418, + "Calcium_Level": 10.09940994, + "Phosphorus_Level": 4.761021199, + "Glucose_Level": 105.8286869, + "Potassium_Level": 4.419099819, + "Sodium_Level": 141.7145308, + "Smoking_Pack_Years": 37.68802396 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.81011078, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.63474081, + "White_Blood_Cell_Count": 4.473531486, + "Platelet_Count": 258.4356114, + "Albumin_Level": 3.881775128, + "Alkaline_Phosphatase_Level": 48.17966191, + "Alanine_Aminotransferase_Level": 25.80593252, + "Aspartate_Aminotransferase_Level": 19.17298814, + "Creatinine_Level": 1.094779536, + "LDH_Level": 108.1948414, + "Calcium_Level": 8.301309052, + "Phosphorus_Level": 2.729255619, + "Glucose_Level": 106.9286453, + "Potassium_Level": 4.707143328, + "Sodium_Level": 143.3637154, + "Smoking_Pack_Years": 18.58853059 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.22499484, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.50703298, + "White_Blood_Cell_Count": 8.172431559, + "Platelet_Count": 152.1660945, + "Albumin_Level": 3.587314224, + "Alkaline_Phosphatase_Level": 71.53616654, + "Alanine_Aminotransferase_Level": 9.982624039, + "Aspartate_Aminotransferase_Level": 42.14697944, + "Creatinine_Level": 0.676222878, + "LDH_Level": 154.3205928, + "Calcium_Level": 8.873484799, + "Phosphorus_Level": 2.905999356, + "Glucose_Level": 132.1762094, + "Potassium_Level": 4.268874704, + "Sodium_Level": 142.8115772, + "Smoking_Pack_Years": 52.5963418 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.42685144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.09332129, + "White_Blood_Cell_Count": 8.967281924, + "Platelet_Count": 203.0690825, + "Albumin_Level": 3.884611924, + "Alkaline_Phosphatase_Level": 82.64505665, + "Alanine_Aminotransferase_Level": 23.98244017, + "Aspartate_Aminotransferase_Level": 19.91251926, + "Creatinine_Level": 1.463291463, + "LDH_Level": 196.0665794, + "Calcium_Level": 8.934943134, + "Phosphorus_Level": 2.898014983, + "Glucose_Level": 86.27430556, + "Potassium_Level": 3.809069469, + "Sodium_Level": 136.8572413, + "Smoking_Pack_Years": 19.71980147 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.65865365, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.11305565, + "White_Blood_Cell_Count": 3.837397583, + "Platelet_Count": 227.7439936, + "Albumin_Level": 3.123490127, + "Alkaline_Phosphatase_Level": 53.04577883, + "Alanine_Aminotransferase_Level": 14.80878342, + "Aspartate_Aminotransferase_Level": 11.00793374, + "Creatinine_Level": 1.057665593, + "LDH_Level": 227.1110812, + "Calcium_Level": 9.78395426, + "Phosphorus_Level": 3.455803122, + "Glucose_Level": 85.72910002, + "Potassium_Level": 4.405293428, + "Sodium_Level": 138.6354446, + "Smoking_Pack_Years": 17.47886737 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.73759804, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.67068382, + "White_Blood_Cell_Count": 7.804675044, + "Platelet_Count": 398.6750078, + "Albumin_Level": 4.642283756, + "Alkaline_Phosphatase_Level": 79.88032724, + "Alanine_Aminotransferase_Level": 6.121709507, + "Aspartate_Aminotransferase_Level": 38.08497807, + "Creatinine_Level": 0.827754972, + "LDH_Level": 118.7670731, + "Calcium_Level": 8.447895152, + "Phosphorus_Level": 3.105708837, + "Glucose_Level": 135.2979232, + "Potassium_Level": 4.486174429, + "Sodium_Level": 140.8899333, + "Smoking_Pack_Years": 83.68073982 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.97259799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.31651168, + "White_Blood_Cell_Count": 7.825683231, + "Platelet_Count": 315.7441222, + "Albumin_Level": 3.479906637, + "Alkaline_Phosphatase_Level": 58.03851409, + "Alanine_Aminotransferase_Level": 24.33858692, + "Aspartate_Aminotransferase_Level": 29.8879778, + "Creatinine_Level": 0.9730642, + "LDH_Level": 106.1658461, + "Calcium_Level": 9.439898228, + "Phosphorus_Level": 4.985956841, + "Glucose_Level": 113.3455424, + "Potassium_Level": 3.67641212, + "Sodium_Level": 137.8131167, + "Smoking_Pack_Years": 73.14213191 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.32622687, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.55083892, + "White_Blood_Cell_Count": 9.869867425, + "Platelet_Count": 263.1804989, + "Albumin_Level": 3.509989617, + "Alkaline_Phosphatase_Level": 116.3614772, + "Alanine_Aminotransferase_Level": 17.2380816, + "Aspartate_Aminotransferase_Level": 10.43944431, + "Creatinine_Level": 1.055330667, + "LDH_Level": 138.4811286, + "Calcium_Level": 9.347127852, + "Phosphorus_Level": 3.023285677, + "Glucose_Level": 135.3587938, + "Potassium_Level": 3.680140947, + "Sodium_Level": 140.6279606, + "Smoking_Pack_Years": 92.11711523 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.43088868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.57099648, + "White_Blood_Cell_Count": 5.679533884, + "Platelet_Count": 424.577729, + "Albumin_Level": 4.348857933, + "Alkaline_Phosphatase_Level": 110.0908286, + "Alanine_Aminotransferase_Level": 35.6243509, + "Aspartate_Aminotransferase_Level": 24.31281642, + "Creatinine_Level": 1.142276492, + "LDH_Level": 238.2596846, + "Calcium_Level": 8.209072089, + "Phosphorus_Level": 3.990543866, + "Glucose_Level": 112.9955369, + "Potassium_Level": 4.709337567, + "Sodium_Level": 141.5695678, + "Smoking_Pack_Years": 15.93193729 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.38252468, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Tumor_Size_mm": 71.49608636, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.46740636, + "White_Blood_Cell_Count": 3.932919729, + "Platelet_Count": 259.7349818, + "Albumin_Level": 4.693897939, + "Alkaline_Phosphatase_Level": 116.4520374, + "Alanine_Aminotransferase_Level": 20.06502395, + "Aspartate_Aminotransferase_Level": 22.64389947, + "Creatinine_Level": 0.736721919, + "LDH_Level": 143.2685363, + "Calcium_Level": 9.516011581, + "Phosphorus_Level": 4.683044927, + "Glucose_Level": 103.5262574, + "Potassium_Level": 4.78883573, + "Sodium_Level": 139.6106243, + "Smoking_Pack_Years": 24.3139501 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.73455313, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.51025025, + "White_Blood_Cell_Count": 3.842131339, + "Platelet_Count": 211.2171331, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.17478003, + "White_Blood_Cell_Count": 6.226452417, + "Platelet_Count": 386.071264, + "Albumin_Level": 3.813829499, + "Alkaline_Phosphatase_Level": 84.75412408, + "Alanine_Aminotransferase_Level": 15.87844898, + "Aspartate_Aminotransferase_Level": 23.76221996, + "Creatinine_Level": 1.463206999, + "LDH_Level": 144.5488612, + "Calcium_Level": 8.085375261, + "Phosphorus_Level": 3.148829613, + "Glucose_Level": 97.27709121, + "Potassium_Level": 3.785270034, + "Sodium_Level": 135.1932175, + "Smoking_Pack_Years": 24.29122281 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.775821, + "White_Blood_Cell_Count": 4.537851705, + "Platelet_Count": 183.15964, + "Albumin_Level": 4.894751176, + "Alkaline_Phosphatase_Level": 89.06560563, + "Alanine_Aminotransferase_Level": 7.3966957, + "Aspartate_Aminotransferase_Level": 34.53171156, + "Creatinine_Level": 1.155601172, + "LDH_Level": 164.4798841, + "Calcium_Level": 8.800732922, + "Phosphorus_Level": 3.669428979, + "Glucose_Level": 89.97495705, + "Potassium_Level": 4.093076478, + "Sodium_Level": 142.9526727, + "Smoking_Pack_Years": 93.09355972 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never 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10.18269786, + "Phosphorus_Level": 3.823098626, + "Glucose_Level": 104.2026658, + "Potassium_Level": 3.841326188, + "Sodium_Level": 136.8573393, + "Smoking_Pack_Years": 34.26459328 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.2285444, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.52304237, + "White_Blood_Cell_Count": 6.44655299, + "Platelet_Count": 426.8872543, 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.9580019, + "White_Blood_Cell_Count": 6.755363171, + "Platelet_Count": 205.0135302, + "Albumin_Level": 4.738251424, + "Alkaline_Phosphatase_Level": 55.80411256, + "Alanine_Aminotransferase_Level": 32.70486984, + "Aspartate_Aminotransferase_Level": 22.70236402, + "Creatinine_Level": 1.212069175, + "LDH_Level": 238.2521488, + "Calcium_Level": 8.425736907, + "Phosphorus_Level": 4.150827795, + "Glucose_Level": 112.9455993, + "Potassium_Level": 4.525429116, + "Sodium_Level": 138.0004271, + "Smoking_Pack_Years": 26.47757089 + }, + { + "Age": 63, + "Gender": "Male", 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148.9893433, + "Calcium_Level": 8.140347272, + "Phosphorus_Level": 3.185545788, + "Glucose_Level": 75.56156847, + "Potassium_Level": 3.69340206, + "Sodium_Level": 143.1181391, + "Smoking_Pack_Years": 52.48704782 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.87697066, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.38481197, + "White_Blood_Cell_Count": 3.610648705, + 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117.8596885, + "Calcium_Level": 9.201646284, + "Phosphorus_Level": 4.018730914, + "Glucose_Level": 121.8241542, + "Potassium_Level": 4.449345267, + "Sodium_Level": 138.0898024, + "Smoking_Pack_Years": 66.42024849 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.54828497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.67528733, + "White_Blood_Cell_Count": 4.143621701, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.70587583, + "White_Blood_Cell_Count": 8.16423462, + "Platelet_Count": 262.3489629, + "Albumin_Level": 3.278996943, + "Alkaline_Phosphatase_Level": 94.32800771, + "Alanine_Aminotransferase_Level": 12.25348141, + "Aspartate_Aminotransferase_Level": 43.8954977, + "Creatinine_Level": 0.759075335, + "LDH_Level": 181.8875092, + "Calcium_Level": 9.240623995, + "Phosphorus_Level": 3.886834596, + "Glucose_Level": 94.38835145, + "Potassium_Level": 3.822050535, + "Sodium_Level": 141.9547198, + "Smoking_Pack_Years": 80.02231916 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.95869669, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.48370143, + "White_Blood_Cell_Count": 7.948518621, + "Platelet_Count": 290.1389723, + "Albumin_Level": 3.229398936, + "Alkaline_Phosphatase_Level": 115.5011141, + "Alanine_Aminotransferase_Level": 33.69966878, + "Aspartate_Aminotransferase_Level": 49.89189975, + "Creatinine_Level": 0.500495437, + "LDH_Level": 126.0864065, + "Calcium_Level": 8.06823961, + "Phosphorus_Level": 2.732897117, + "Glucose_Level": 129.2403279, + "Potassium_Level": 3.543607607, + "Sodium_Level": 136.0316605, + "Smoking_Pack_Years": 41.37680163 + }, + { + "Age": 46, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.99108499, + "White_Blood_Cell_Count": 7.24482402, + "Platelet_Count": 437.381156, + "Albumin_Level": 4.987713016, + "Alkaline_Phosphatase_Level": 117.3217374, + "Alanine_Aminotransferase_Level": 34.36101546, + "Aspartate_Aminotransferase_Level": 29.96675833, + "Creatinine_Level": 0.879237039, + "LDH_Level": 157.6410278, + "Calcium_Level": 10.02348245, + "Phosphorus_Level": 3.343023631, + "Glucose_Level": 134.9963625, + "Potassium_Level": 3.626360102, + "Sodium_Level": 141.2179539, + "Smoking_Pack_Years": 77.28046714 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.6278595, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.95664832, + "White_Blood_Cell_Count": 9.5761698, + "Platelet_Count": 315.1484147, + "Albumin_Level": 3.809703139, + "Alkaline_Phosphatase_Level": 37.77354235, + "Alanine_Aminotransferase_Level": 37.87148618, + "Aspartate_Aminotransferase_Level": 41.81624922, + "Creatinine_Level": 0.504729117, + "LDH_Level": 230.3972723, + "Calcium_Level": 10.41600587, + "Phosphorus_Level": 3.087194851, + "Glucose_Level": 80.08072072, + "Potassium_Level": 4.268080158, + "Sodium_Level": 143.7832294, + "Smoking_Pack_Years": 86.12618419 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.7650416, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.5567289, + "White_Blood_Cell_Count": 5.016674911, + "Platelet_Count": 214.9900698, + "Albumin_Level": 4.615214878, + "Alkaline_Phosphatase_Level": 31.63760716, + "Alanine_Aminotransferase_Level": 13.4958239, + "Aspartate_Aminotransferase_Level": 31.88028207, + "Creatinine_Level": 0.806508013, + "LDH_Level": 189.8057768, + "Calcium_Level": 8.782559968, + "Phosphorus_Level": 2.673929881, + "Glucose_Level": 125.3503614, + "Potassium_Level": 4.040014006, + "Sodium_Level": 136.5795914, + "Smoking_Pack_Years": 86.69861237 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.40318553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.43972814, + "White_Blood_Cell_Count": 6.020245842, + "Platelet_Count": 203.2112536, + "Albumin_Level": 4.698604327, + "Alkaline_Phosphatase_Level": 111.5068867, + "Alanine_Aminotransferase_Level": 39.65913379, + "Aspartate_Aminotransferase_Level": 12.58532864, + "Creatinine_Level": 0.758737831, + "LDH_Level": 169.4903322, + "Calcium_Level": 10.327164, + "Phosphorus_Level": 3.433092668, + "Glucose_Level": 75.78599822, + "Potassium_Level": 3.639424796, + "Sodium_Level": 139.8290256, + "Smoking_Pack_Years": 48.9803888 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.31866961, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.44642719, + "White_Blood_Cell_Count": 4.363290326, + "Platelet_Count": 309.3106045, + "Albumin_Level": 3.994239669, + "Alkaline_Phosphatase_Level": 85.54161054, + "Alanine_Aminotransferase_Level": 37.82071213, + "Aspartate_Aminotransferase_Level": 17.27532823, + "Creatinine_Level": 0.937589794, + "LDH_Level": 193.9611478, + "Calcium_Level": 8.644432065, + "Phosphorus_Level": 2.965658313, + "Glucose_Level": 110.9249978, + "Potassium_Level": 4.628450375, + "Sodium_Level": 138.6912331, + "Smoking_Pack_Years": 91.52776701 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.23988259, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.85729549, + "White_Blood_Cell_Count": 8.725613367, + "Platelet_Count": 400.5392046, + "Albumin_Level": 4.228766448, + "Alkaline_Phosphatase_Level": 112.0683088, + "Alanine_Aminotransferase_Level": 35.85068216, + "Aspartate_Aminotransferase_Level": 13.57978179, + "Creatinine_Level": 0.649125428, + "LDH_Level": 110.8779277, + "Calcium_Level": 8.696869568, + "Phosphorus_Level": 2.627379556, + "Glucose_Level": 88.31018971, + "Potassium_Level": 4.442781713, + "Sodium_Level": 140.3839933, + "Smoking_Pack_Years": 65.11681303 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.82048977, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.2294486, + "White_Blood_Cell_Count": 7.551067513, + "Platelet_Count": 287.3029677, + "Albumin_Level": 4.860115602, + "Alkaline_Phosphatase_Level": 104.9978192, + "Alanine_Aminotransferase_Level": 16.21111299, + "Aspartate_Aminotransferase_Level": 11.06905394, + "Creatinine_Level": 0.838384961, + "LDH_Level": 128.8224848, + "Calcium_Level": 8.470574614, + "Phosphorus_Level": 2.943722531, + "Glucose_Level": 114.5012237, + "Potassium_Level": 4.801505828, + "Sodium_Level": 135.2542774, + "Smoking_Pack_Years": 23.98237592 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.58015779, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 81, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.60669482, + "White_Blood_Cell_Count": 5.006122013, + "Platelet_Count": 224.9654308, + "Albumin_Level": 3.861274286, + "Alkaline_Phosphatase_Level": 73.42635096, + "Alanine_Aminotransferase_Level": 5.465427707, + "Aspartate_Aminotransferase_Level": 39.24635208, + "Creatinine_Level": 0.652343745, + "LDH_Level": 212.9176581, + "Calcium_Level": 8.436182071, + "Phosphorus_Level": 3.750362538, + "Glucose_Level": 123.3874681, + "Potassium_Level": 3.611709759, + "Sodium_Level": 139.0680192, + "Smoking_Pack_Years": 58.06898524 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.44151318, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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"Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.71226405, + "White_Blood_Cell_Count": 8.362429544, + "Platelet_Count": 351.7859333, + "Albumin_Level": 3.690055676, + "Alkaline_Phosphatase_Level": 86.9109034, + "Alanine_Aminotransferase_Level": 15.56302451, + "Aspartate_Aminotransferase_Level": 46.64240685, + "Creatinine_Level": 0.513692389, + "LDH_Level": 171.0044998, + "Calcium_Level": 8.958305246, + "Phosphorus_Level": 3.766006534, + "Glucose_Level": 77.34390476, + "Potassium_Level": 4.449075233, + "Sodium_Level": 139.3451996, + "Smoking_Pack_Years": 9.591473103 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.93160898, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.8293091, + "White_Blood_Cell_Count": 5.326714713, + "Platelet_Count": 229.0280704, + "Albumin_Level": 3.159548669, + "Alkaline_Phosphatase_Level": 39.28396164, + "Alanine_Aminotransferase_Level": 15.43001214, + "Aspartate_Aminotransferase_Level": 11.00494468, + "Creatinine_Level": 0.551232927, + "LDH_Level": 114.7853067, + "Calcium_Level": 9.891536087, + "Phosphorus_Level": 3.524504542, + "Glucose_Level": 118.9199604, + "Potassium_Level": 4.214547574, + "Sodium_Level": 142.778919, + "Smoking_Pack_Years": 26.65541421 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.04164681, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.55341842, + "White_Blood_Cell_Count": 8.038862433, + "Platelet_Count": 440.170953, + "Albumin_Level": 3.637824206, + "Alkaline_Phosphatase_Level": 53.79134172, + "Alanine_Aminotransferase_Level": 25.74340493, + "Aspartate_Aminotransferase_Level": 34.33307642, + "Creatinine_Level": 0.665606563, + "LDH_Level": 233.6046447, + "Calcium_Level": 9.067319118, + "Phosphorus_Level": 2.508900511, + "Glucose_Level": 137.0295952, + "Potassium_Level": 4.342713324, + "Sodium_Level": 140.0182113, + "Smoking_Pack_Years": 61.95285924 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.39104303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.04048052, + "White_Blood_Cell_Count": 4.741898562, + "Platelet_Count": 271.6546901, + "Albumin_Level": 4.269349339, + "Alkaline_Phosphatase_Level": 111.1055842, + "Alanine_Aminotransferase_Level": 12.23214333, + "Aspartate_Aminotransferase_Level": 16.63541741, + "Creatinine_Level": 1.387504705, + "LDH_Level": 177.28032, + "Calcium_Level": 10.03650926, + "Phosphorus_Level": 2.857116191, + "Glucose_Level": 88.68723828, + "Potassium_Level": 4.136946406, + "Sodium_Level": 135.9450969, + "Smoking_Pack_Years": 23.13192987 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.11130745, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.66926131, + "White_Blood_Cell_Count": 4.041660654, + "Platelet_Count": 424.1250553, + "Albumin_Level": 4.530701963, + "Alkaline_Phosphatase_Level": 54.10338666, + "Alanine_Aminotransferase_Level": 13.34140871, + "Aspartate_Aminotransferase_Level": 44.31418346, + "Creatinine_Level": 0.707859248, + "LDH_Level": 122.1296772, + "Calcium_Level": 10.09801058, + "Phosphorus_Level": 4.228277022, + "Glucose_Level": 145.715204, + "Potassium_Level": 4.94732089, + "Sodium_Level": 141.8246633, + "Smoking_Pack_Years": 99.33451298 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.81605017, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.28851177, + "White_Blood_Cell_Count": 6.909964638, + "Platelet_Count": 377.1351046, + "Albumin_Level": 4.874753707, + "Alkaline_Phosphatase_Level": 64.63723279, + "Alanine_Aminotransferase_Level": 14.54519515, + "Aspartate_Aminotransferase_Level": 15.29832437, + "Creatinine_Level": 1.416001107, + "LDH_Level": 106.9080312, + "Calcium_Level": 9.549727335, + "Phosphorus_Level": 2.967627985, + "Glucose_Level": 72.31755286, + "Potassium_Level": 3.528683308, + "Sodium_Level": 135.3384586, + "Smoking_Pack_Years": 14.67699267 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.93483448, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.25332896, + "White_Blood_Cell_Count": 3.704752005, + "Platelet_Count": 177.0269803, + "Albumin_Level": 3.628680209, + "Alkaline_Phosphatase_Level": 74.84511655, + "Alanine_Aminotransferase_Level": 13.4020065, + "Aspartate_Aminotransferase_Level": 18.12764231, + "Creatinine_Level": 1.26473189, + "LDH_Level": 226.134932, + "Calcium_Level": 8.510224564, + "Phosphorus_Level": 4.848235262, + "Glucose_Level": 142.5684892, + "Potassium_Level": 4.359446178, + "Sodium_Level": 142.3706176, + "Smoking_Pack_Years": 80.72698767 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.46492711, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.00011915, + "White_Blood_Cell_Count": 7.572469365, + "Platelet_Count": 232.3737033, + "Albumin_Level": 3.913571627, + "Alkaline_Phosphatase_Level": 72.22834779, + "Alanine_Aminotransferase_Level": 39.83795349, + "Aspartate_Aminotransferase_Level": 27.30317291, + "Creatinine_Level": 1.305394966, + "LDH_Level": 180.0844243, + "Calcium_Level": 8.593281259, + "Phosphorus_Level": 3.976816642, + "Glucose_Level": 104.1121001, + "Potassium_Level": 4.807461207, + "Sodium_Level": 143.3107584, + "Smoking_Pack_Years": 86.66084196 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.59338136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.46592697, + "White_Blood_Cell_Count": 6.521389652, + "Platelet_Count": 248.4803851, + "Albumin_Level": 4.413364037, + "Alkaline_Phosphatase_Level": 99.57296774, + "Alanine_Aminotransferase_Level": 17.33726879, + "Aspartate_Aminotransferase_Level": 43.38370035, + "Creatinine_Level": 1.331323414, + "LDH_Level": 178.0774237, + "Calcium_Level": 8.82759152, + "Phosphorus_Level": 3.367842326, + "Glucose_Level": 124.3042715, + "Potassium_Level": 4.225078735, + "Sodium_Level": 141.4468618, + "Smoking_Pack_Years": 83.09766526 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.53891075, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.38132041, + "White_Blood_Cell_Count": 4.674192849, + "Platelet_Count": 393.7751392, + "Albumin_Level": 4.508205459, + "Alkaline_Phosphatase_Level": 37.84829535, + "Alanine_Aminotransferase_Level": 39.5382597, + "Aspartate_Aminotransferase_Level": 45.56433416, + "Creatinine_Level": 1.397207239, + "LDH_Level": 165.1987503, + "Calcium_Level": 8.081705463, + "Phosphorus_Level": 3.512475667, + "Glucose_Level": 78.6239178, + "Potassium_Level": 4.925651695, + "Sodium_Level": 135.4965035, + "Smoking_Pack_Years": 53.66756907 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.39790668, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.36998212, + "White_Blood_Cell_Count": 6.867913256, + "Platelet_Count": 241.2859209, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.79257836, + "White_Blood_Cell_Count": 7.834574771, + "Platelet_Count": 192.0740559, + "Albumin_Level": 4.520742868, + "Alkaline_Phosphatase_Level": 51.21416279, + "Alanine_Aminotransferase_Level": 33.52158647, + "Aspartate_Aminotransferase_Level": 37.96934135, + "Creatinine_Level": 1.48012347, + "LDH_Level": 179.6496174, + "Calcium_Level": 8.095610924, + "Phosphorus_Level": 3.846167246, + "Glucose_Level": 73.16419815, + "Potassium_Level": 4.918655184, + "Sodium_Level": 138.9403736, + "Smoking_Pack_Years": 21.24770017 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.64754138, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.63508952, + "White_Blood_Cell_Count": 6.742208023, + "Platelet_Count": 163.5235298, + "Albumin_Level": 3.568580626, + "Alkaline_Phosphatase_Level": 39.29727399, + "Alanine_Aminotransferase_Level": 12.47033338, + "Aspartate_Aminotransferase_Level": 41.41740632, + "Creatinine_Level": 0.811606142, + "LDH_Level": 232.3597979, + "Calcium_Level": 8.843273931, + "Phosphorus_Level": 4.62535058, + "Glucose_Level": 135.2988691, + "Potassium_Level": 4.892270215, + "Sodium_Level": 143.5662213, + "Smoking_Pack_Years": 69.04218745 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.76085977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.05249369, + "White_Blood_Cell_Count": 7.607014157, + 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"Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.58715494, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.30650034, + "White_Blood_Cell_Count": 4.708012879, + "Platelet_Count": 395.0774845, + "Albumin_Level": 4.551782209, + "Alkaline_Phosphatase_Level": 103.0824752, + "Alanine_Aminotransferase_Level": 25.33363461, + "Aspartate_Aminotransferase_Level": 44.31119783, + "Creatinine_Level": 0.640089492, + "LDH_Level": 177.1861716, + "Calcium_Level": 10.38328727, + "Phosphorus_Level": 3.295511912, + "Glucose_Level": 145.7936323, + "Potassium_Level": 4.535037438, + "Sodium_Level": 136.5398602, + "Smoking_Pack_Years": 50.56298527 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.88124667, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.31677652, + "White_Blood_Cell_Count": 7.461923301, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.56377386, + "White_Blood_Cell_Count": 4.325106181, + "Platelet_Count": 222.546356, + "Albumin_Level": 4.937574338, + "Alkaline_Phosphatase_Level": 63.19980498, + "Alanine_Aminotransferase_Level": 33.82268635, + "Aspartate_Aminotransferase_Level": 47.1354509, + "Creatinine_Level": 0.656792945, + "LDH_Level": 128.6899598, + "Calcium_Level": 8.340307248, + "Phosphorus_Level": 3.412013011, + "Glucose_Level": 73.99068196, + "Potassium_Level": 4.732208166, + "Sodium_Level": 135.0433058, + "Smoking_Pack_Years": 68.20459026 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.25355014, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.78325115, + "White_Blood_Cell_Count": 3.725311972, + "Platelet_Count": 278.665114, + "Albumin_Level": 3.555005574, + "Alkaline_Phosphatase_Level": 62.00530331, + "Alanine_Aminotransferase_Level": 38.27496372, + "Aspartate_Aminotransferase_Level": 25.41707502, + "Creatinine_Level": 0.908626817, + "LDH_Level": 149.859025, + "Calcium_Level": 9.855626987, + "Phosphorus_Level": 4.081946332, + "Glucose_Level": 107.3717726, + "Potassium_Level": 4.105400909, + "Sodium_Level": 136.5209728, + "Smoking_Pack_Years": 68.65181453 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.17022524, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.03697276, + "White_Blood_Cell_Count": 7.112407607, + "Platelet_Count": 166.6895716, + "Albumin_Level": 3.987829774, + "Alkaline_Phosphatase_Level": 83.8111792, + "Alanine_Aminotransferase_Level": 6.249645246, + "Aspartate_Aminotransferase_Level": 35.37414884, + "Creatinine_Level": 1.293831598, + "LDH_Level": 137.5905639, + "Calcium_Level": 9.258889347, + "Phosphorus_Level": 4.6493213, + "Glucose_Level": 116.8796209, + "Potassium_Level": 3.920809513, + "Sodium_Level": 144.7951765, + "Smoking_Pack_Years": 34.53882948 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.03570888, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.06779792, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.19475722, + "White_Blood_Cell_Count": 5.083772237, + "Platelet_Count": 230.1150545, + "Albumin_Level": 3.963495469, + "Alkaline_Phosphatase_Level": 43.88614588, + "Alanine_Aminotransferase_Level": 31.79781102, + "Aspartate_Aminotransferase_Level": 33.32778116, + "Creatinine_Level": 1.385814529, + "LDH_Level": 151.3882554, + "Calcium_Level": 9.33239256, + "Phosphorus_Level": 3.696270811, + "Glucose_Level": 139.5277122, + "Potassium_Level": 4.401923421, + "Sodium_Level": 143.8655888, + "Smoking_Pack_Years": 71.30295947 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.51879571, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 51.84665377 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.55589758, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.90774831, + "White_Blood_Cell_Count": 8.095274564, + "Platelet_Count": 289.4548595, + "Albumin_Level": 3.570946129, + "Alkaline_Phosphatase_Level": 114.8760656, + "Alanine_Aminotransferase_Level": 39.72235889, + "Aspartate_Aminotransferase_Level": 40.77714208, + "Creatinine_Level": 1.438869911, + "LDH_Level": 181.5576099, + "Calcium_Level": 8.593280209, + "Phosphorus_Level": 4.883367103, + "Glucose_Level": 113.9592081, + "Potassium_Level": 4.516734802, + "Sodium_Level": 141.9138597, + "Smoking_Pack_Years": 68.96245947 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.78249913, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.24907892, + "White_Blood_Cell_Count": 5.739796059, + "Platelet_Count": 178.6572571, + "Albumin_Level": 3.325838712, + "Alkaline_Phosphatase_Level": 48.11148812, + "Alanine_Aminotransferase_Level": 8.781840738, + "Aspartate_Aminotransferase_Level": 44.73284702, + "Creatinine_Level": 0.596398417, + "LDH_Level": 233.2995851, + "Calcium_Level": 8.523538888, + "Phosphorus_Level": 4.380810619, + "Glucose_Level": 136.3996916, + "Potassium_Level": 4.081755801, + "Sodium_Level": 144.5658792, + "Smoking_Pack_Years": 91.66008486 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.75518784, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Sodium_Level": 138.6165964, + "Smoking_Pack_Years": 83.34033322 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.46150714, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.01560497, + "White_Blood_Cell_Count": 9.951433137, + "Platelet_Count": 233.0689985, + "Albumin_Level": 3.394522794, + "Alkaline_Phosphatase_Level": 36.53728863, + "Alanine_Aminotransferase_Level": 7.322422275, + "Aspartate_Aminotransferase_Level": 48.63552031, + "Creatinine_Level": 0.699008763, + "LDH_Level": 127.609842, + "Calcium_Level": 8.616022202, + "Phosphorus_Level": 3.908947181, + "Glucose_Level": 80.71019895, + "Potassium_Level": 4.344525204, + "Sodium_Level": 140.2084054, + "Smoking_Pack_Years": 89.11770655 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.77620223, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 73, + 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4.02651768, + "Sodium_Level": 142.2083414, + "Smoking_Pack_Years": 31.88638757 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.64525696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.43314563, + "White_Blood_Cell_Count": 9.044452298, + "Platelet_Count": 283.778623, + "Albumin_Level": 3.366100676, + "Alkaline_Phosphatase_Level": 59.11555768, + "Alanine_Aminotransferase_Level": 11.15808694, + "Aspartate_Aminotransferase_Level": 21.94608275, + "Creatinine_Level": 0.814684846, + "LDH_Level": 175.9917731, + "Calcium_Level": 9.965998664, + "Phosphorus_Level": 4.517688005, + "Glucose_Level": 99.11578992, + "Potassium_Level": 4.890225718, + "Sodium_Level": 136.3094879, + "Smoking_Pack_Years": 52.67550107 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.41344387, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 64, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.44071868, + "White_Blood_Cell_Count": 8.779475761, + "Platelet_Count": 183.1659697, + "Albumin_Level": 4.761515377, + "Alkaline_Phosphatase_Level": 97.38934056, + "Alanine_Aminotransferase_Level": 32.37352112, + "Aspartate_Aminotransferase_Level": 34.15890464, + "Creatinine_Level": 1.143617038, + "LDH_Level": 244.0546639, + "Calcium_Level": 10.19839583, + "Phosphorus_Level": 4.881005788, + "Glucose_Level": 81.17164382, + "Potassium_Level": 4.939493749, + "Sodium_Level": 141.997349, + "Smoking_Pack_Years": 93.58917734 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.81217456, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.11046457, + "White_Blood_Cell_Count": 7.615110602, + "Platelet_Count": 384.9305379, + "Albumin_Level": 3.833781473, + "Alkaline_Phosphatase_Level": 57.13255497, + "Alanine_Aminotransferase_Level": 18.87051342, + "Aspartate_Aminotransferase_Level": 48.06125444, + "Creatinine_Level": 0.826339328, + "LDH_Level": 136.6746044, + "Calcium_Level": 9.46237319, + "Phosphorus_Level": 3.101969159, + "Glucose_Level": 138.1921747, + "Potassium_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.28469512, + "White_Blood_Cell_Count": 5.936838241, + "Platelet_Count": 407.6997287, + "Albumin_Level": 3.436182932, + "Alkaline_Phosphatase_Level": 82.22440249, + "Alanine_Aminotransferase_Level": 38.53930291, + "Aspartate_Aminotransferase_Level": 20.59939733, + "Creatinine_Level": 1.232938665, + "LDH_Level": 158.3959067, + "Calcium_Level": 10.19094407, + "Phosphorus_Level": 2.711520959, + "Glucose_Level": 116.9546342, + "Potassium_Level": 4.022614617, + "Sodium_Level": 144.2118024, + "Smoking_Pack_Years": 9.336098231 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.00808514, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.49191279, + "White_Blood_Cell_Count": 5.910202051, + "Platelet_Count": 298.7572909, + "Albumin_Level": 3.521620272, + "Alkaline_Phosphatase_Level": 119.6366617, + "Alanine_Aminotransferase_Level": 13.40419171, + "Aspartate_Aminotransferase_Level": 18.62034507, + "Creatinine_Level": 1.033580424, + "LDH_Level": 185.6046401, + "Calcium_Level": 10.13914222, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.23898457, + "White_Blood_Cell_Count": 9.836618178, + "Platelet_Count": 261.9278772, + "Albumin_Level": 3.081815474, + "Alkaline_Phosphatase_Level": 57.45798539, + "Alanine_Aminotransferase_Level": 12.67831353, + "Aspartate_Aminotransferase_Level": 15.97413254, + "Creatinine_Level": 0.916832106, + "LDH_Level": 189.9337002, + "Calcium_Level": 9.209712356, + "Phosphorus_Level": 3.689060274, + "Glucose_Level": 94.52641934, + "Potassium_Level": 4.338548414, + "Sodium_Level": 141.2654898, + "Smoking_Pack_Years": 44.25248025 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 10.39014944, + "Phosphorus_Level": 2.752638276, + "Glucose_Level": 86.05862987, + "Potassium_Level": 3.801075226, + "Sodium_Level": 144.33834, + "Smoking_Pack_Years": 0.120796533 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.46040189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.7406981, + "White_Blood_Cell_Count": 7.331174774, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.2847765, + "White_Blood_Cell_Count": 8.801724744, + "Platelet_Count": 351.5917489, + "Albumin_Level": 4.76497289, + "Alkaline_Phosphatase_Level": 102.9031546, + "Alanine_Aminotransferase_Level": 16.10458133, + "Aspartate_Aminotransferase_Level": 24.28678265, + "Creatinine_Level": 1.135265547, + "LDH_Level": 137.936932, + "Calcium_Level": 8.032536435, + "Phosphorus_Level": 2.634185597, + "Glucose_Level": 133.4484546, + "Potassium_Level": 4.920514978, + "Sodium_Level": 142.4145329, + "Smoking_Pack_Years": 80.75169682 + }, + { + "Age": 61, + "Gender": "Male", 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133.1131887, + "Calcium_Level": 9.270691563, + "Phosphorus_Level": 3.033137282, + "Glucose_Level": 121.1926259, + "Potassium_Level": 4.894949614, + "Sodium_Level": 136.7946983, + "Smoking_Pack_Years": 47.6992923 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.25646201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.49753599, + "White_Blood_Cell_Count": 7.043458252, + "Platelet_Count": 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223.1567214, + "Calcium_Level": 9.585475263, + "Phosphorus_Level": 4.516090206, + "Glucose_Level": 83.37526999, + "Potassium_Level": 3.900939809, + "Sodium_Level": 136.5563067, + "Smoking_Pack_Years": 19.64802926 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.61059093, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.03292856, + "White_Blood_Cell_Count": 4.021239871, + "Platelet_Count": 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127.3646757, + "Calcium_Level": 8.465907651, + "Phosphorus_Level": 3.575181974, + "Glucose_Level": 127.2118795, + "Potassium_Level": 4.606381462, + "Sodium_Level": 143.0152818, + "Smoking_Pack_Years": 21.65987644 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.36201796, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.72729594, + "White_Blood_Cell_Count": 7.223864182, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.38763683, + "White_Blood_Cell_Count": 7.744908934, + "Platelet_Count": 295.8008001, + "Albumin_Level": 3.543915664, + "Alkaline_Phosphatase_Level": 47.42568125, + "Alanine_Aminotransferase_Level": 17.13819723, + "Aspartate_Aminotransferase_Level": 36.55787024, + "Creatinine_Level": 1.097617825, + "LDH_Level": 100.1491051, + "Calcium_Level": 8.621401567, + "Phosphorus_Level": 2.590154043, + "Glucose_Level": 74.67511271, + "Potassium_Level": 4.66475618, + "Sodium_Level": 144.0398271, + "Smoking_Pack_Years": 77.2689144 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.68192921, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.36698194, + "White_Blood_Cell_Count": 8.377054614, + "Platelet_Count": 434.462608, + "Albumin_Level": 3.134998029, + "Alkaline_Phosphatase_Level": 35.10440274, + "Alanine_Aminotransferase_Level": 19.50987908, + "Aspartate_Aminotransferase_Level": 33.24629672, + "Creatinine_Level": 1.419060311, + "LDH_Level": 196.9722515, + "Calcium_Level": 8.677930366, + "Phosphorus_Level": 4.882454889, + "Glucose_Level": 74.95942859, + "Potassium_Level": 4.783251049, + "Sodium_Level": 135.5805262, + "Smoking_Pack_Years": 34.11992263 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.05052921, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.17305732, + "White_Blood_Cell_Count": 5.946782867, + "Platelet_Count": 267.3147785, + "Albumin_Level": 4.279572877, + "Alkaline_Phosphatase_Level": 86.42853139, + "Alanine_Aminotransferase_Level": 38.53153758, + "Aspartate_Aminotransferase_Level": 16.69056395, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.96763502, + "White_Blood_Cell_Count": 7.371397553, + "Platelet_Count": 182.5097286, + "Albumin_Level": 3.048167754, + "Alkaline_Phosphatase_Level": 32.54269036, + "Alanine_Aminotransferase_Level": 25.54107995, + "Aspartate_Aminotransferase_Level": 23.81010319, + "Creatinine_Level": 0.598585901, + "LDH_Level": 100.2236015, + "Calcium_Level": 9.06420537, + "Phosphorus_Level": 2.541907744, + "Glucose_Level": 127.6179413, + "Potassium_Level": 4.235164489, + "Sodium_Level": 143.8746569, + "Smoking_Pack_Years": 38.71372408 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.10183503, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 42, 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"Smoking_Pack_Years": 23.02831416 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.1560528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.27027696, + "White_Blood_Cell_Count": 7.804226888, + "Platelet_Count": 380.1117596, + "Albumin_Level": 3.403577987, + "Alkaline_Phosphatase_Level": 87.06942581, + "Alanine_Aminotransferase_Level": 6.121437923, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.75263032, + "White_Blood_Cell_Count": 7.079895896, + "Platelet_Count": 327.3553141, + "Albumin_Level": 3.446620735, + "Alkaline_Phosphatase_Level": 78.41776237, + "Alanine_Aminotransferase_Level": 12.397366, + "Aspartate_Aminotransferase_Level": 37.84918041, + "Creatinine_Level": 0.9011138, + "LDH_Level": 167.8681436, + "Calcium_Level": 8.325316283, + "Phosphorus_Level": 3.941137865, + "Glucose_Level": 149.9102245, + "Potassium_Level": 3.59009254, + "Sodium_Level": 138.8397718, + "Smoking_Pack_Years": 86.88165596 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.97360936, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.85809077, + "White_Blood_Cell_Count": 5.788715801, + "Platelet_Count": 153.6317604, + "Albumin_Level": 3.058379413, + "Alkaline_Phosphatase_Level": 106.0420291, + "Alanine_Aminotransferase_Level": 28.54063196, + "Aspartate_Aminotransferase_Level": 28.07905974, + "Creatinine_Level": 0.523028283, + "LDH_Level": 119.28913, + "Calcium_Level": 9.08868357, + "Phosphorus_Level": 4.540269418, + "Glucose_Level": 122.7283987, + "Potassium_Level": 4.442511604, + "Sodium_Level": 136.1588372, + "Smoking_Pack_Years": 45.85884808 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.87262183, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.614038, + "White_Blood_Cell_Count": 3.848935758, + "Platelet_Count": 376.9318665, + "Albumin_Level": 3.976674049, + "Alkaline_Phosphatase_Level": 81.95015801, + "Alanine_Aminotransferase_Level": 10.25655286, + "Aspartate_Aminotransferase_Level": 25.68883874, + "Creatinine_Level": 0.803446695, + "LDH_Level": 215.1324452, + "Calcium_Level": 9.413013164, + "Phosphorus_Level": 2.558855526, + "Glucose_Level": 97.2544348, + "Potassium_Level": 4.716063905, + "Sodium_Level": 136.743649, + "Smoking_Pack_Years": 8.722020767 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.89790954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.59998689, + "White_Blood_Cell_Count": 5.641434373, + "Platelet_Count": 258.5289125, + "Albumin_Level": 4.619569738, + "Alkaline_Phosphatase_Level": 59.05250524, + "Alanine_Aminotransferase_Level": 16.65493234, + "Aspartate_Aminotransferase_Level": 35.61624697, + "Creatinine_Level": 1.177535002, + "LDH_Level": 193.2335677, + "Calcium_Level": 8.833914587, + "Phosphorus_Level": 4.269001913, + "Glucose_Level": 126.1837311, + "Potassium_Level": 4.245719452, + "Sodium_Level": 137.326108, + "Smoking_Pack_Years": 33.13687591 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.98053318, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.05564312, + "White_Blood_Cell_Count": 7.596439143, + "Platelet_Count": 160.5801398, + "Albumin_Level": 3.281745467, + "Alkaline_Phosphatase_Level": 103.2325064, + "Alanine_Aminotransferase_Level": 6.676775645, + "Aspartate_Aminotransferase_Level": 48.87496237, + "Creatinine_Level": 1.114536101, + "LDH_Level": 155.9706724, + "Calcium_Level": 9.124614694, + "Phosphorus_Level": 3.547343479, + "Glucose_Level": 130.0753965, + "Potassium_Level": 4.717731585, + "Sodium_Level": 138.5613778, + "Smoking_Pack_Years": 71.92739324 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.39802452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.09608241, + "White_Blood_Cell_Count": 6.949634426, + "Platelet_Count": 369.8726509, + "Albumin_Level": 3.246244263, + "Alkaline_Phosphatase_Level": 90.09222199, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.70848377, + "White_Blood_Cell_Count": 6.459254769, + "Platelet_Count": 201.5117193, + "Albumin_Level": 4.937768386, + "Alkaline_Phosphatase_Level": 45.83737528, + "Alanine_Aminotransferase_Level": 34.92630311, + "Aspartate_Aminotransferase_Level": 13.23224215, + "Creatinine_Level": 1.082413502, + "LDH_Level": 247.496089, + "Calcium_Level": 9.700890744, + "Phosphorus_Level": 3.569757462, + "Glucose_Level": 143.9261619, + "Potassium_Level": 4.332832344, + "Sodium_Level": 138.6939467, + "Smoking_Pack_Years": 71.56440475 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.92802902, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.38868041, + "White_Blood_Cell_Count": 4.160916012, + "Platelet_Count": 286.3609494, + "Albumin_Level": 3.022410986, + "Alkaline_Phosphatase_Level": 45.65120435, + "Alanine_Aminotransferase_Level": 23.74444203, + "Aspartate_Aminotransferase_Level": 11.4281417, + "Creatinine_Level": 0.591266635, + "LDH_Level": 139.2124183, + "Calcium_Level": 9.220043788, + "Phosphorus_Level": 3.678919047, + "Glucose_Level": 104.9742702, + "Potassium_Level": 4.463255698, + "Sodium_Level": 142.0989606, + "Smoking_Pack_Years": 94.10923482 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.38363401, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.43739416, + "White_Blood_Cell_Count": 5.91240788, + "Platelet_Count": 313.5077018, + "Albumin_Level": 3.236489737, + "Alkaline_Phosphatase_Level": 72.31537145, + "Alanine_Aminotransferase_Level": 21.19504378, + "Aspartate_Aminotransferase_Level": 16.95894677, + "Creatinine_Level": 0.712745937, + "LDH_Level": 131.0900706, + "Calcium_Level": 9.855087654, + "Phosphorus_Level": 4.885369389, + "Glucose_Level": 115.2673421, + "Potassium_Level": 4.959774434, + "Sodium_Level": 136.0663581, + "Smoking_Pack_Years": 17.12245435 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.66875642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.31802768, + "White_Blood_Cell_Count": 7.461220676, + "Platelet_Count": 255.4853792, + "Albumin_Level": 3.771126048, + "Alkaline_Phosphatase_Level": 36.0957301, + "Alanine_Aminotransferase_Level": 7.586915248, + "Aspartate_Aminotransferase_Level": 28.78234913, + "Creatinine_Level": 1.431568442, + "LDH_Level": 213.8966011, + "Calcium_Level": 9.138560661, + "Phosphorus_Level": 3.029846056, + "Glucose_Level": 131.4163835, + "Potassium_Level": 3.523795055, + "Sodium_Level": 140.5068595, + "Smoking_Pack_Years": 25.30163207 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.652960529, + "Glucose_Level": 133.5462521, + "Potassium_Level": 4.443021387, + "Sodium_Level": 143.9450083, + "Smoking_Pack_Years": 31.86561498 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.112882, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.73481334, + "White_Blood_Cell_Count": 9.406487244, + "Platelet_Count": 294.084107, + "Albumin_Level": 4.762429552, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.00776939, + "White_Blood_Cell_Count": 6.530832472, + "Platelet_Count": 245.2907588, + "Albumin_Level": 3.998291058, + "Alkaline_Phosphatase_Level": 103.4618838, + "Alanine_Aminotransferase_Level": 5.743971847, + "Aspartate_Aminotransferase_Level": 46.79459412, + "Creatinine_Level": 0.61564287, + "LDH_Level": 106.3133242, + "Calcium_Level": 8.886551847, + "Phosphorus_Level": 4.31787058, + "Glucose_Level": 122.7572615, + "Potassium_Level": 4.090883953, + "Sodium_Level": 135.0581558, + "Smoking_Pack_Years": 97.08926792 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.87665555, + "White_Blood_Cell_Count": 6.948986784, + "Platelet_Count": 244.5006969, + "Albumin_Level": 4.132923484, + "Alkaline_Phosphatase_Level": 103.3863877, + "Alanine_Aminotransferase_Level": 29.16961074, + "Aspartate_Aminotransferase_Level": 44.28074898, + "Creatinine_Level": 0.889030807, + "LDH_Level": 104.1971315, + "Calcium_Level": 9.041374243, + "Phosphorus_Level": 4.411680556, + "Glucose_Level": 105.9330565, + "Potassium_Level": 4.231564516, + "Sodium_Level": 136.0168857, + "Smoking_Pack_Years": 47.41485577 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.72805504, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.96937564, + "White_Blood_Cell_Count": 3.998115546, + "Platelet_Count": 213.4484772, + "Albumin_Level": 3.058411662, + "Alkaline_Phosphatase_Level": 107.5091501, + "Alanine_Aminotransferase_Level": 33.96450432, + "Aspartate_Aminotransferase_Level": 30.41803415, + "Creatinine_Level": 0.679357483, + "LDH_Level": 191.2487928, + "Calcium_Level": 8.111657402, + "Phosphorus_Level": 2.762638036, + "Glucose_Level": 96.939591, + "Potassium_Level": 4.52391991, + "Sodium_Level": 143.4836975, + "Smoking_Pack_Years": 31.81176016 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.44034068, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.59700562, + "White_Blood_Cell_Count": 5.574445547, + "Platelet_Count": 395.9056158, + "Albumin_Level": 4.643499778, + "Alkaline_Phosphatase_Level": 92.06079094, + "Alanine_Aminotransferase_Level": 25.88731489, + "Aspartate_Aminotransferase_Level": 37.37283494, + "Creatinine_Level": 1.252540962, + "LDH_Level": 137.6326563, + "Calcium_Level": 8.50094585, + "Phosphorus_Level": 2.838201378, + "Glucose_Level": 104.6006347, + "Potassium_Level": 4.37763175, + "Sodium_Level": 139.1716957, + "Smoking_Pack_Years": 31.10519291 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.88646562, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.90231253, + "White_Blood_Cell_Count": 5.010247068, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.17449857, + "White_Blood_Cell_Count": 5.209932784, + "Platelet_Count": 334.4244196, + "Albumin_Level": 3.082384567, + "Alkaline_Phosphatase_Level": 75.96721898, + "Alanine_Aminotransferase_Level": 6.279965993, + "Aspartate_Aminotransferase_Level": 15.64715387, + "Creatinine_Level": 0.947074331, + "LDH_Level": 186.0873277, + "Calcium_Level": 8.952676969, + "Phosphorus_Level": 4.997265192, + "Glucose_Level": 92.91315832, + "Potassium_Level": 4.912404915, + "Sodium_Level": 143.4454944, + "Smoking_Pack_Years": 19.48584624 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.65023497, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.8675643, + "White_Blood_Cell_Count": 8.42741816, + "Platelet_Count": 150.017892, + "Albumin_Level": 3.123527819, + "Alkaline_Phosphatase_Level": 52.751382, + "Alanine_Aminotransferase_Level": 39.18278579, + "Aspartate_Aminotransferase_Level": 11.20535316, + "Creatinine_Level": 1.228477708, + "LDH_Level": 207.8948044, + "Calcium_Level": 9.938138921, + "Phosphorus_Level": 3.454316048, + "Glucose_Level": 99.56316539, + "Potassium_Level": 4.237412295, + "Sodium_Level": 140.158315, + "Smoking_Pack_Years": 94.77002455 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.45365721, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.63147676, + "White_Blood_Cell_Count": 5.62436429, + "Platelet_Count": 366.2938613, + "Albumin_Level": 4.463585135, + "Alkaline_Phosphatase_Level": 41.05250217, + "Alanine_Aminotransferase_Level": 13.69635092, + "Aspartate_Aminotransferase_Level": 10.39038811, + "Creatinine_Level": 0.718110033, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.14924547, + "White_Blood_Cell_Count": 5.092482932, + "Platelet_Count": 383.3428858, + "Albumin_Level": 3.523075377, + "Alkaline_Phosphatase_Level": 73.51191749, + "Alanine_Aminotransferase_Level": 9.345100232, + "Aspartate_Aminotransferase_Level": 28.67238265, + "Creatinine_Level": 1.057847652, + "LDH_Level": 132.1551835, + "Calcium_Level": 9.575418959, + "Phosphorus_Level": 4.257481751, + "Glucose_Level": 140.6997334, + "Potassium_Level": 4.504293622, + "Sodium_Level": 137.8208332, + "Smoking_Pack_Years": 10.49776627 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.32127005, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.92960225, + "White_Blood_Cell_Count": 7.561703149, + "Platelet_Count": 230.9740375, + "Albumin_Level": 3.101370919, + "Alkaline_Phosphatase_Level": 74.23346498, + "Alanine_Aminotransferase_Level": 13.14409886, + "Aspartate_Aminotransferase_Level": 41.87760968, + "Creatinine_Level": 0.885598144, + "LDH_Level": 222.1134886, + "Calcium_Level": 9.856608137, + "Phosphorus_Level": 3.261516938, + "Glucose_Level": 113.7878053, + "Potassium_Level": 4.379735222, + "Sodium_Level": 142.7828423, + "Smoking_Pack_Years": 86.03505758 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.88670511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.59451103, + "White_Blood_Cell_Count": 4.1187356, + "Platelet_Count": 362.8464372, + "Albumin_Level": 4.65550143, + "Alkaline_Phosphatase_Level": 40.26033141, + "Alanine_Aminotransferase_Level": 26.1776153, + "Aspartate_Aminotransferase_Level": 31.29071341, + "Creatinine_Level": 1.436737835, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.57629944, + "White_Blood_Cell_Count": 6.854000577, + "Platelet_Count": 385.4447188, + "Albumin_Level": 4.720037918, + "Alkaline_Phosphatase_Level": 110.3242884, + "Alanine_Aminotransferase_Level": 28.0825522, + "Aspartate_Aminotransferase_Level": 11.87643845, + "Creatinine_Level": 1.37413564, + "LDH_Level": 195.3297329, + "Calcium_Level": 10.11795882, + "Phosphorus_Level": 4.088121895, + "Glucose_Level": 86.23240393, + "Potassium_Level": 4.030898516, + "Sodium_Level": 140.2823226, + "Smoking_Pack_Years": 31.41287688 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.44750338, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.52608141, + "White_Blood_Cell_Count": 5.783354289, + "Platelet_Count": 385.1026525, + "Albumin_Level": 3.356874308, + "Alkaline_Phosphatase_Level": 30.21302404, + "Alanine_Aminotransferase_Level": 28.2901402, + "Aspartate_Aminotransferase_Level": 13.41189189, + "Creatinine_Level": 1.299866131, + "LDH_Level": 152.9460261, + "Calcium_Level": 10.4319671, + "Phosphorus_Level": 2.88510529, + "Glucose_Level": 91.29115731, + "Potassium_Level": 4.797057534, + "Sodium_Level": 136.9156783, + "Smoking_Pack_Years": 6.245522785 + }, + { + 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"Creatinine_Level": 1.108291758, + "LDH_Level": 248.9188126, + "Calcium_Level": 10.45448266, + "Phosphorus_Level": 2.865469541, + "Glucose_Level": 74.75026454, + "Potassium_Level": 4.82089978, + "Sodium_Level": 136.6189785, + "Smoking_Pack_Years": 20.48592575 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.23021172, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.76372646, + "White_Blood_Cell_Count": 7.995573014, + "Platelet_Count": 203.2297047, + "Albumin_Level": 4.980749257, + "Alkaline_Phosphatase_Level": 43.80554779, + "Alanine_Aminotransferase_Level": 15.01130602, + "Aspartate_Aminotransferase_Level": 38.02511804, + "Creatinine_Level": 0.720606232, + "LDH_Level": 197.4560187, + "Calcium_Level": 9.589704949, + "Phosphorus_Level": 4.870536032, + "Glucose_Level": 119.3344711, + "Potassium_Level": 4.578212334, + "Sodium_Level": 138.8990844, + "Smoking_Pack_Years": 39.59865749 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.98211024, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.8515822, + "White_Blood_Cell_Count": 4.537660516, + "Platelet_Count": 409.7373463, + "Albumin_Level": 3.330401056, + "Alkaline_Phosphatase_Level": 118.6498789, + "Alanine_Aminotransferase_Level": 16.42347168, + "Aspartate_Aminotransferase_Level": 19.90116611, + "Creatinine_Level": 1.436312435, + "LDH_Level": 222.1883964, + "Calcium_Level": 9.741441666, + "Phosphorus_Level": 2.619688316, + "Glucose_Level": 109.9640407, + "Potassium_Level": 4.716988934, + "Sodium_Level": 144.7125319, + "Smoking_Pack_Years": 41.28260375 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.2484048, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.45360005, + "White_Blood_Cell_Count": 5.79773727, + "Platelet_Count": 207.4816546, + "Albumin_Level": 4.744953521, + "Alkaline_Phosphatase_Level": 118.4721792, + "Alanine_Aminotransferase_Level": 29.49915006, + "Aspartate_Aminotransferase_Level": 34.14989934, + "Creatinine_Level": 0.74863185, + "LDH_Level": 159.4387016, + "Calcium_Level": 9.725290519, + "Phosphorus_Level": 3.976608376, + "Glucose_Level": 133.2534365, + "Potassium_Level": 4.565391356, + "Sodium_Level": 140.2128142, + "Smoking_Pack_Years": 36.71227243 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.50600925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.77739728, + "White_Blood_Cell_Count": 8.804926542, + "Platelet_Count": 410.5348475, + "Albumin_Level": 4.65560319, + "Alkaline_Phosphatase_Level": 68.07211617, + "Alanine_Aminotransferase_Level": 14.72313834, + "Aspartate_Aminotransferase_Level": 31.3280089, + "Creatinine_Level": 0.579103018, + "LDH_Level": 182.230406, + "Calcium_Level": 9.026029412, + "Phosphorus_Level": 3.297605001, + "Glucose_Level": 97.71133289, + "Potassium_Level": 4.963040083, + "Sodium_Level": 144.7872789, + "Smoking_Pack_Years": 29.86882266 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.10715231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 81, + 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+ "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.51836063, + "White_Blood_Cell_Count": 8.517759519, + "Platelet_Count": 159.4008136, + "Albumin_Level": 3.152748748, + "Alkaline_Phosphatase_Level": 36.30985318, + "Alanine_Aminotransferase_Level": 23.75316794, + "Aspartate_Aminotransferase_Level": 36.30088754, + "Creatinine_Level": 0.75341976, + "LDH_Level": 129.7008711, + "Calcium_Level": 8.993439973, + "Phosphorus_Level": 3.370070444, + "Glucose_Level": 70.92305743, + "Potassium_Level": 3.97618522, + "Sodium_Level": 139.7833205, + "Smoking_Pack_Years": 41.15385378 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.59715847, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.51877629, + "White_Blood_Cell_Count": 9.793084835, + "Platelet_Count": 381.677531, + "Albumin_Level": 4.154837239, + "Alkaline_Phosphatase_Level": 57.40055646, + "Alanine_Aminotransferase_Level": 24.07645934, + "Aspartate_Aminotransferase_Level": 32.37658306, + "Creatinine_Level": 1.103626695, + "LDH_Level": 137.8088309, + "Calcium_Level": 8.614012483, + "Phosphorus_Level": 4.254701609, + "Glucose_Level": 110.079193, + "Potassium_Level": 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34.79544328, + "Aspartate_Aminotransferase_Level": 13.83191454, + "Creatinine_Level": 1.123794991, + "LDH_Level": 170.9559818, + "Calcium_Level": 9.737807558, + "Phosphorus_Level": 2.753352601, + "Glucose_Level": 111.0283972, + "Potassium_Level": 4.782112437, + "Sodium_Level": 137.914582, + "Smoking_Pack_Years": 72.47666865 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.24254941, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 79, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.14508071, + "White_Blood_Cell_Count": 4.285931014, + "Platelet_Count": 359.5277973, + "Albumin_Level": 4.233119963, + "Alkaline_Phosphatase_Level": 94.70433069, + "Alanine_Aminotransferase_Level": 12.57237886, + "Aspartate_Aminotransferase_Level": 48.62329197, + "Creatinine_Level": 0.886640344, + "LDH_Level": 234.5543483, + "Calcium_Level": 8.922955782, + "Phosphorus_Level": 3.830682972, + "Glucose_Level": 128.3297148, + "Potassium_Level": 4.021804294, + "Sodium_Level": 136.1759841, + "Smoking_Pack_Years": 22.98740026 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.56864693, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.26251895, + "White_Blood_Cell_Count": 3.684499899, + "Platelet_Count": 396.8339504, + "Albumin_Level": 4.665485569, + "Alkaline_Phosphatase_Level": 71.60369325, + "Alanine_Aminotransferase_Level": 16.04434066, + "Aspartate_Aminotransferase_Level": 23.10553635, + "Creatinine_Level": 1.242128991, + "LDH_Level": 147.9908287, + "Calcium_Level": 8.270452061, + "Phosphorus_Level": 4.858252782, + "Glucose_Level": 117.6707656, + "Potassium_Level": 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37.91649709, + "Aspartate_Aminotransferase_Level": 49.35926945, + "Creatinine_Level": 0.82927912, + "LDH_Level": 176.5156495, + "Calcium_Level": 10.49640828, + "Phosphorus_Level": 4.98967203, + "Glucose_Level": 136.5823668, + "Potassium_Level": 3.996584937, + "Sodium_Level": 142.2757008, + "Smoking_Pack_Years": 73.4030025 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.67286113, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.88853739, + "White_Blood_Cell_Count": 8.530088898, + "Platelet_Count": 421.9330842, + "Albumin_Level": 4.282581863, + "Alkaline_Phosphatase_Level": 55.45131269, + "Alanine_Aminotransferase_Level": 16.21403307, + "Aspartate_Aminotransferase_Level": 16.00070192, + "Creatinine_Level": 0.589608528, + "LDH_Level": 124.4007039, + "Calcium_Level": 8.417863123, + "Phosphorus_Level": 4.083706583, + "Glucose_Level": 144.0262865, + "Potassium_Level": 4.41054809, + "Sodium_Level": 143.4754333, + "Smoking_Pack_Years": 0.067693648 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.05674366, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.83602614, + "White_Blood_Cell_Count": 3.937814452, + "Platelet_Count": 342.4860687, + "Albumin_Level": 3.333745336, + "Alkaline_Phosphatase_Level": 45.10426061, + "Alanine_Aminotransferase_Level": 34.0790698, + "Aspartate_Aminotransferase_Level": 48.28085765, + "Creatinine_Level": 0.588111387, + "LDH_Level": 206.4553046, + "Calcium_Level": 10.19075512, + "Phosphorus_Level": 3.720461902, + "Glucose_Level": 97.52502786, + "Potassium_Level": 3.742427629, + "Sodium_Level": 143.5757761, + "Smoking_Pack_Years": 75.05732839 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.9441323, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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25.57332477, + "Aspartate_Aminotransferase_Level": 28.53790855, + "Creatinine_Level": 1.255616159, + "LDH_Level": 190.645035, + "Calcium_Level": 8.572108997, + "Phosphorus_Level": 2.943866523, + "Glucose_Level": 141.6101536, + "Potassium_Level": 4.669381098, + "Sodium_Level": 144.8231503, + "Smoking_Pack_Years": 75.5979905 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.53542446, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 74, 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"Potassium_Level": 4.44024529, + "Sodium_Level": 141.165575, + "Smoking_Pack_Years": 6.282950662 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.9214433, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.3567224, + "White_Blood_Cell_Count": 9.712734717, + "Platelet_Count": 418.8661701, + "Albumin_Level": 3.572098441, + "Alkaline_Phosphatase_Level": 57.47087677, + "Alanine_Aminotransferase_Level": 34.40486053, + "Aspartate_Aminotransferase_Level": 13.007365, + "Creatinine_Level": 1.025549059, + "LDH_Level": 167.9524224, + "Calcium_Level": 9.284089384, + "Phosphorus_Level": 3.163956769, + "Glucose_Level": 140.0531781, + "Potassium_Level": 3.681465857, + "Sodium_Level": 143.093383, + "Smoking_Pack_Years": 9.167683935 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.78488353, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.5228009, + "White_Blood_Cell_Count": 6.579588184, + "Platelet_Count": 361.4448345, + "Albumin_Level": 4.63075929, + "Alkaline_Phosphatase_Level": 91.70738215, + "Alanine_Aminotransferase_Level": 36.68656523, + "Aspartate_Aminotransferase_Level": 16.83313239, + "Creatinine_Level": 1.40038838, + "LDH_Level": 120.1522391, + "Calcium_Level": 8.503328713, + "Phosphorus_Level": 4.283729138, + "Glucose_Level": 81.95744329, + "Potassium_Level": 4.222053388, + "Sodium_Level": 141.3437646, + "Smoking_Pack_Years": 32.16610822 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.9806361, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.14646263, + "White_Blood_Cell_Count": 5.752332392, + "Platelet_Count": 155.9152231, + "Albumin_Level": 3.60570667, + "Alkaline_Phosphatase_Level": 108.7400137, + "Alanine_Aminotransferase_Level": 5.110810305, + "Aspartate_Aminotransferase_Level": 39.35363607, + "Creatinine_Level": 0.615791492, + "LDH_Level": 179.1217314, + "Calcium_Level": 8.700440858, + "Phosphorus_Level": 4.185362998, + "Glucose_Level": 88.34280796, + "Potassium_Level": 3.541046818, + "Sodium_Level": 144.849263, + "Smoking_Pack_Years": 25.69672389 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.04511206, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.88449165, + "White_Blood_Cell_Count": 5.698737929, + "Platelet_Count": 306.0648381, + "Albumin_Level": 3.904238087, + "Alkaline_Phosphatase_Level": 89.60267244, + "Alanine_Aminotransferase_Level": 34.01957796, + "Aspartate_Aminotransferase_Level": 33.32694373, + "Creatinine_Level": 1.307489637, + "LDH_Level": 188.5426604, + "Calcium_Level": 10.14275559, + "Phosphorus_Level": 2.771089899, + "Glucose_Level": 143.5339502, + "Potassium_Level": 3.64822772, + "Sodium_Level": 144.1509375, + "Smoking_Pack_Years": 98.28887481 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.75818102, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 24.37774262, + "Aspartate_Aminotransferase_Level": 22.26079021, + "Creatinine_Level": 0.952734428, + "LDH_Level": 226.4743145, + "Calcium_Level": 9.324638788, + "Phosphorus_Level": 3.466071399, + "Glucose_Level": 78.95063522, + "Potassium_Level": 4.342880503, + "Sodium_Level": 137.26664, + "Smoking_Pack_Years": 32.48023393 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.45718775, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.61091933, + "White_Blood_Cell_Count": 6.795400376, + "Platelet_Count": 379.5415369, + "Albumin_Level": 3.446042325, + "Alkaline_Phosphatase_Level": 83.48296619, + "Alanine_Aminotransferase_Level": 22.43102613, + "Aspartate_Aminotransferase_Level": 21.60329559, + "Creatinine_Level": 0.89501842, + "LDH_Level": 121.7841108, + "Calcium_Level": 8.63505346, + "Phosphorus_Level": 4.108607807, + "Glucose_Level": 139.5671477, + "Potassium_Level": 4.437344958, + "Sodium_Level": 135.524571, + "Smoking_Pack_Years": 28.34059277 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.79945316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.34558191, + "White_Blood_Cell_Count": 5.739657043, + "Platelet_Count": 266.0260955, + "Albumin_Level": 4.336532574, + "Alkaline_Phosphatase_Level": 60.16603613, + "Alanine_Aminotransferase_Level": 38.18834451, + "Aspartate_Aminotransferase_Level": 31.26030506, + "Creatinine_Level": 0.794473893, + "LDH_Level": 221.7202579, + "Calcium_Level": 8.540198172, + "Phosphorus_Level": 2.856460807, + "Glucose_Level": 130.1049084, + "Potassium_Level": 4.45063231, + "Sodium_Level": 142.4801588, + "Smoking_Pack_Years": 47.83683681 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.76520371, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.62429225, + "White_Blood_Cell_Count": 4.089874651, + "Platelet_Count": 161.7958508, + "Albumin_Level": 4.422012389, + "Alkaline_Phosphatase_Level": 41.85429276, + "Alanine_Aminotransferase_Level": 39.51214348, + "Aspartate_Aminotransferase_Level": 13.62191114, + "Creatinine_Level": 1.453292619, + "LDH_Level": 222.8988331, + "Calcium_Level": 9.224082444, + "Phosphorus_Level": 2.805927645, + "Glucose_Level": 128.8234174, + "Potassium_Level": 3.848761289, + "Sodium_Level": 136.3552301, + "Smoking_Pack_Years": 42.97640914 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.89980888, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.27567614, + "White_Blood_Cell_Count": 5.305947023, + "Platelet_Count": 266.5607732, + "Albumin_Level": 4.434528524, + "Alkaline_Phosphatase_Level": 87.65469682, + "Alanine_Aminotransferase_Level": 21.83833295, + "Aspartate_Aminotransferase_Level": 13.06908017, + "Creatinine_Level": 0.925760793, + "LDH_Level": 154.9832934, + "Calcium_Level": 8.199143611, + "Phosphorus_Level": 2.745314022, + "Glucose_Level": 102.4106855, + "Potassium_Level": 4.790253468, + "Sodium_Level": 144.0747145, + "Smoking_Pack_Years": 4.5173836 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.29829825, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.75936315, + "White_Blood_Cell_Count": 7.838836534, + "Platelet_Count": 326.2107698, + "Albumin_Level": 4.926334437, + "Alkaline_Phosphatase_Level": 58.37580589, + "Alanine_Aminotransferase_Level": 18.94578877, + "Aspartate_Aminotransferase_Level": 28.15473794, + "Creatinine_Level": 0.79106609, + "LDH_Level": 154.2596908, + "Calcium_Level": 8.064140649, + "Phosphorus_Level": 3.835267897, + "Glucose_Level": 135.0347049, + "Potassium_Level": 3.752731053, + "Sodium_Level": 135.4966351, + "Smoking_Pack_Years": 32.80487708 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.9137737, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.5410742, + "White_Blood_Cell_Count": 7.077122145, + "Platelet_Count": 409.4098766, + "Albumin_Level": 4.116513357, + "Alkaline_Phosphatase_Level": 60.40005756, + "Alanine_Aminotransferase_Level": 22.87763145, + "Aspartate_Aminotransferase_Level": 37.58872136, + "Creatinine_Level": 0.610768266, + "LDH_Level": 159.801979, + "Calcium_Level": 8.406670734, + "Phosphorus_Level": 2.724983241, + "Glucose_Level": 78.63528978, + "Potassium_Level": 4.870089979, + "Sodium_Level": 144.4085945, + "Smoking_Pack_Years": 11.76935289 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.32094157, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.60196543, + "White_Blood_Cell_Count": 8.846535295, + "Platelet_Count": 437.948596, + "Albumin_Level": 3.916991491, + "Alkaline_Phosphatase_Level": 46.5212665, + "Alanine_Aminotransferase_Level": 11.62448469, + "Aspartate_Aminotransferase_Level": 22.66522196, + "Creatinine_Level": 1.314743067, + "LDH_Level": 106.1745753, + "Calcium_Level": 9.789151115, + "Phosphorus_Level": 4.040605112, + "Glucose_Level": 115.7078658, + "Potassium_Level": 3.766928367, + "Sodium_Level": 144.3809774, + "Smoking_Pack_Years": 9.77857317 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.2612795, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.74504683, + "White_Blood_Cell_Count": 8.744409083, + "Platelet_Count": 207.5247283, + "Albumin_Level": 3.589688468, + "Alkaline_Phosphatase_Level": 97.31463347, + "Alanine_Aminotransferase_Level": 34.38035062, + "Aspartate_Aminotransferase_Level": 23.97964368, + "Creatinine_Level": 1.125051774, + "LDH_Level": 248.8085308, + "Calcium_Level": 10.39248724, + "Phosphorus_Level": 2.789618946, + "Glucose_Level": 93.33328539, + "Potassium_Level": 4.493690185, + "Sodium_Level": 137.1444327, + "Smoking_Pack_Years": 6.761760675 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.52791857, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.63985477, + "White_Blood_Cell_Count": 4.636814728, + "Platelet_Count": 426.8096585, + "Albumin_Level": 4.454956407, + "Alkaline_Phosphatase_Level": 51.1596859, + "Alanine_Aminotransferase_Level": 24.00563275, + "Aspartate_Aminotransferase_Level": 35.22270879, + "Creatinine_Level": 1.395658004, + "LDH_Level": 186.842301, + "Calcium_Level": 9.335626115, + "Phosphorus_Level": 4.176262958, + "Glucose_Level": 126.3094512, + "Potassium_Level": 4.914285893, + "Sodium_Level": 139.9932944, + "Smoking_Pack_Years": 74.01263366 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.80454285, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.85771214, + "White_Blood_Cell_Count": 4.847444066, + "Platelet_Count": 375.641179, + "Albumin_Level": 3.187221293, + "Alkaline_Phosphatase_Level": 117.822768, + "Alanine_Aminotransferase_Level": 10.90702955, + "Aspartate_Aminotransferase_Level": 49.20324277, + "Creatinine_Level": 0.970924441, + "LDH_Level": 188.9592737, + "Calcium_Level": 9.235569508, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.61618049, + "White_Blood_Cell_Count": 6.81275253, + "Platelet_Count": 226.9204049, + "Albumin_Level": 4.958731527, + "Alkaline_Phosphatase_Level": 70.28229768, + "Alanine_Aminotransferase_Level": 37.05515453, + "Aspartate_Aminotransferase_Level": 35.06179559, + "Creatinine_Level": 0.646081662, + "LDH_Level": 134.438999, + "Calcium_Level": 8.420275578, + "Phosphorus_Level": 3.059684811, + "Glucose_Level": 91.68079007, + "Potassium_Level": 4.361966335, + "Sodium_Level": 136.6006203, + "Smoking_Pack_Years": 96.81617059 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.469115, + "White_Blood_Cell_Count": 4.849898454, + "Platelet_Count": 271.0289348, + "Albumin_Level": 4.690760888, + "Alkaline_Phosphatase_Level": 48.87644722, + "Alanine_Aminotransferase_Level": 30.31242178, + "Aspartate_Aminotransferase_Level": 33.4003749, + "Creatinine_Level": 1.304306221, + "LDH_Level": 118.366694, + "Calcium_Level": 8.285826832, + "Phosphorus_Level": 3.057766436, + "Glucose_Level": 71.18584663, + "Potassium_Level": 4.736509264, + "Sodium_Level": 140.3891882, + "Smoking_Pack_Years": 64.00243174 + }, + { + "Age": 62, + "Gender": "Male", 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144.6948707, + "Calcium_Level": 10.17752284, + "Phosphorus_Level": 3.442122943, + "Glucose_Level": 98.16828864, + "Potassium_Level": 4.167589566, + "Sodium_Level": 136.5257712, + "Smoking_Pack_Years": 78.93433896 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.27357781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.08687732, + "White_Blood_Cell_Count": 7.537574143, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.98864189, + "White_Blood_Cell_Count": 6.050107952, + "Platelet_Count": 297.6350053, + "Albumin_Level": 3.812423473, + "Alkaline_Phosphatase_Level": 32.87229904, + "Alanine_Aminotransferase_Level": 6.989542261, + "Aspartate_Aminotransferase_Level": 29.42427797, + "Creatinine_Level": 1.373728424, + "LDH_Level": 246.9914746, + "Calcium_Level": 8.08217543, + "Phosphorus_Level": 4.901767092, + "Glucose_Level": 105.985579, + "Potassium_Level": 4.258637419, + "Sodium_Level": 143.3626537, + "Smoking_Pack_Years": 52.05489056 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.45870805, + "Tumor_Location": "Middle 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.40741774, + "White_Blood_Cell_Count": 4.57553481, + "Platelet_Count": 442.5962351, + "Albumin_Level": 4.712600729, + "Alkaline_Phosphatase_Level": 35.85102244, + "Alanine_Aminotransferase_Level": 12.31249771, + "Aspartate_Aminotransferase_Level": 11.61722518, + "Creatinine_Level": 1.028530761, + "LDH_Level": 177.3760377, + "Calcium_Level": 10.0418269, + "Phosphorus_Level": 3.04521722, + "Glucose_Level": 148.6022129, + "Potassium_Level": 3.792191245, + "Sodium_Level": 141.6517508, + "Smoking_Pack_Years": 29.12258946 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.25255581, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.25114925, + "White_Blood_Cell_Count": 5.55135873, + "Platelet_Count": 308.3809688, + "Albumin_Level": 3.85807209, + "Alkaline_Phosphatase_Level": 93.23900095, + "Alanine_Aminotransferase_Level": 15.54337481, + "Aspartate_Aminotransferase_Level": 31.50816722, + "Creatinine_Level": 0.812924888, + "LDH_Level": 120.5833225, + "Calcium_Level": 10.25066247, + "Phosphorus_Level": 4.592293961, + "Glucose_Level": 141.0336757, + "Potassium_Level": 4.185336355, + "Sodium_Level": 138.1058229, + "Smoking_Pack_Years": 4.551668052 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.19064965, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.47174201, + "White_Blood_Cell_Count": 5.986003429, + "Platelet_Count": 243.0881502, + "Albumin_Level": 4.522170953, + "Alkaline_Phosphatase_Level": 31.7020033, + "Alanine_Aminotransferase_Level": 17.62466722, + "Aspartate_Aminotransferase_Level": 17.25210955, + "Creatinine_Level": 0.559936341, + "LDH_Level": 248.3314525, + "Calcium_Level": 10.07288956, + "Phosphorus_Level": 4.81268702, + "Glucose_Level": 100.6348316, + "Potassium_Level": 4.791615682, + "Sodium_Level": 141.8958486, + "Smoking_Pack_Years": 50.39273112 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.95956819, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.77491461, + "White_Blood_Cell_Count": 4.098341945, + "Platelet_Count": 307.5366066, + "Albumin_Level": 3.426138332, + "Alkaline_Phosphatase_Level": 34.32428404, + "Alanine_Aminotransferase_Level": 25.62511624, + "Aspartate_Aminotransferase_Level": 12.88831642, + "Creatinine_Level": 1.235484606, + "LDH_Level": 187.5635989, + "Calcium_Level": 10.33182396, + "Phosphorus_Level": 2.915254827, + "Glucose_Level": 130.613881, + "Potassium_Level": 4.535231573, + "Sodium_Level": 144.4102149, + "Smoking_Pack_Years": 18.5520231 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.57502514, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.60864816, + "White_Blood_Cell_Count": 9.747829032, + "Platelet_Count": 217.4977867, + "Albumin_Level": 3.132443464, + "Alkaline_Phosphatase_Level": 54.16317292, + "Alanine_Aminotransferase_Level": 30.68216904, + "Aspartate_Aminotransferase_Level": 24.45513282, + "Creatinine_Level": 1.090131873, + "LDH_Level": 222.1240127, + "Calcium_Level": 9.005378405, + "Phosphorus_Level": 3.316539795, + "Glucose_Level": 75.44226758, + "Potassium_Level": 4.606780923, + "Sodium_Level": 138.1703408, + "Smoking_Pack_Years": 27.62352959 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.29352638, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.41324198, + "White_Blood_Cell_Count": 8.991245376, + "Platelet_Count": 296.279089, + "Albumin_Level": 4.151844202, + "Alkaline_Phosphatase_Level": 39.16386005, + "Alanine_Aminotransferase_Level": 29.82754208, + "Aspartate_Aminotransferase_Level": 20.0499054, + "Creatinine_Level": 0.540287838, + "LDH_Level": 196.0393789, + "Calcium_Level": 10.26333346, + "Phosphorus_Level": 4.867771582, + "Glucose_Level": 116.3135084, + "Potassium_Level": 4.416985344, + "Sodium_Level": 137.1038992, + "Smoking_Pack_Years": 53.59522988 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.28098707, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.28974172, + "White_Blood_Cell_Count": 5.839609077, + "Platelet_Count": 229.9991504, + "Albumin_Level": 4.076511658, + "Alkaline_Phosphatase_Level": 61.78851356, + "Alanine_Aminotransferase_Level": 11.5580571, + "Aspartate_Aminotransferase_Level": 45.32500967, + "Creatinine_Level": 1.411009766, + "LDH_Level": 203.8719995, + "Calcium_Level": 8.358114819, + "Phosphorus_Level": 2.754174915, + "Glucose_Level": 130.2642024, + "Potassium_Level": 4.967989932, + "Sodium_Level": 135.5716856, + "Smoking_Pack_Years": 25.97252262 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.12270175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.65605104, + "White_Blood_Cell_Count": 6.524397939, + "Platelet_Count": 424.2942453, + "Albumin_Level": 3.892007948, + "Alkaline_Phosphatase_Level": 65.79774088, + "Alanine_Aminotransferase_Level": 24.08834498, + "Aspartate_Aminotransferase_Level": 48.41085432, + "Creatinine_Level": 1.201063843, + "LDH_Level": 201.0628028, + "Calcium_Level": 9.558401299, + "Phosphorus_Level": 4.017716369, + "Glucose_Level": 112.4477567, + "Potassium_Level": 4.382317563, + "Sodium_Level": 141.891563, + "Smoking_Pack_Years": 18.54555123 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.61787642, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.12706251, + "White_Blood_Cell_Count": 9.365862652, + "Platelet_Count": 404.2119202, + "Albumin_Level": 3.8984044, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.95081498, + "White_Blood_Cell_Count": 6.333947658, + "Platelet_Count": 234.9733377, + "Albumin_Level": 4.616129247, + "Alkaline_Phosphatase_Level": 109.6138386, + "Alanine_Aminotransferase_Level": 6.567878713, + "Aspartate_Aminotransferase_Level": 13.50346702, + "Creatinine_Level": 0.848706718, + "LDH_Level": 198.5003814, + "Calcium_Level": 8.194045693, + "Phosphorus_Level": 3.021459885, + "Glucose_Level": 85.83868166, + "Potassium_Level": 4.181356024, + "Sodium_Level": 143.4487495, + "Smoking_Pack_Years": 54.80432733 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 114.121148, + "Alanine_Aminotransferase_Level": 16.67931947, + "Aspartate_Aminotransferase_Level": 48.21993865, + "Creatinine_Level": 1.488862219, + "LDH_Level": 130.0606803, + "Calcium_Level": 10.1158062, + "Phosphorus_Level": 3.436285025, + "Glucose_Level": 131.764822, + "Potassium_Level": 4.787626818, + "Sodium_Level": 140.964361, + "Smoking_Pack_Years": 32.34400052 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.37194692, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.39021989, + "White_Blood_Cell_Count": 9.355598997, + "Platelet_Count": 415.4673848, + "Albumin_Level": 3.096782742, + "Alkaline_Phosphatase_Level": 39.42217577, + "Alanine_Aminotransferase_Level": 29.51421596, + "Aspartate_Aminotransferase_Level": 41.39921635, + "Creatinine_Level": 0.859512356, + "LDH_Level": 249.2370892, + "Calcium_Level": 9.54774092, + "Phosphorus_Level": 4.240440974, + "Glucose_Level": 90.19718966, + "Potassium_Level": 3.882598473, + "Sodium_Level": 140.0702716, + "Smoking_Pack_Years": 67.98357049 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.731349, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.53597052, + "White_Blood_Cell_Count": 4.333563682, + "Platelet_Count": 276.7353128, + "Albumin_Level": 3.401475734, + "Alkaline_Phosphatase_Level": 73.37753923, + "Alanine_Aminotransferase_Level": 23.68503907, + "Aspartate_Aminotransferase_Level": 19.33785847, + "Creatinine_Level": 1.486671435, + "LDH_Level": 200.4142973, + "Calcium_Level": 9.451763726, + "Phosphorus_Level": 4.348391443, + "Glucose_Level": 87.90310647, + "Potassium_Level": 3.801126866, + "Sodium_Level": 138.1019128, + "Smoking_Pack_Years": 95.20755452 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 110.5551873, + "Alanine_Aminotransferase_Level": 20.80871993, + "Aspartate_Aminotransferase_Level": 29.1789675, + "Creatinine_Level": 0.544462625, + "LDH_Level": 108.6895152, + "Calcium_Level": 9.18168411, + "Phosphorus_Level": 2.700003398, + "Glucose_Level": 72.35741015, + "Potassium_Level": 4.729046618, + "Sodium_Level": 136.8031613, + "Smoking_Pack_Years": 14.43991306 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.56686161, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.13456046, + "White_Blood_Cell_Count": 4.15116019, + "Platelet_Count": 373.3700239, + "Albumin_Level": 3.123662151, + "Alkaline_Phosphatase_Level": 54.64435873, + "Alanine_Aminotransferase_Level": 24.03305624, + "Aspartate_Aminotransferase_Level": 18.60470416, + "Creatinine_Level": 1.448940982, + "LDH_Level": 229.7218073, + "Calcium_Level": 8.873814146, + "Phosphorus_Level": 2.765501278, + "Glucose_Level": 89.81164259, + "Potassium_Level": 3.602386724, + "Sodium_Level": 143.0201239, + "Smoking_Pack_Years": 35.77585802 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.82229303, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.60139352, + "White_Blood_Cell_Count": 4.20520678, + "Platelet_Count": 418.5236297, + "Albumin_Level": 4.648798989, + "Alkaline_Phosphatase_Level": 86.58725691, + "Alanine_Aminotransferase_Level": 28.842332, + "Aspartate_Aminotransferase_Level": 22.37980749, + "Creatinine_Level": 0.512937676, + "LDH_Level": 233.2080076, + "Calcium_Level": 8.404771908, + "Phosphorus_Level": 3.957802285, + "Glucose_Level": 105.5194035, + "Potassium_Level": 4.025617525, + "Sodium_Level": 139.3233253, + "Smoking_Pack_Years": 97.23617105 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.3578067, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.57617567, + "White_Blood_Cell_Count": 5.344318717, + "Platelet_Count": 240.1988212, + "Albumin_Level": 4.987899434, + "Alkaline_Phosphatase_Level": 112.9715691, + "Alanine_Aminotransferase_Level": 14.11027458, + "Aspartate_Aminotransferase_Level": 10.48289093, + "Creatinine_Level": 0.881789724, + "LDH_Level": 229.5646347, + "Calcium_Level": 9.004373229, + "Phosphorus_Level": 4.450357424, + "Glucose_Level": 80.36905202, + "Potassium_Level": 3.690624616, + "Sodium_Level": 144.5098598, + "Smoking_Pack_Years": 44.92158836 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.81372879, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.49018577, + "White_Blood_Cell_Count": 4.098772538, + "Platelet_Count": 236.8633498, + "Albumin_Level": 3.772416948, + "Alkaline_Phosphatase_Level": 66.33548977, + "Alanine_Aminotransferase_Level": 14.91398122, + "Aspartate_Aminotransferase_Level": 47.15296928, + "Creatinine_Level": 1.294146316, + "LDH_Level": 206.8448997, + "Calcium_Level": 8.960472527, + "Phosphorus_Level": 4.179497785, + "Glucose_Level": 101.6141396, + "Potassium_Level": 3.940570448, + "Sodium_Level": 135.9462853, + "Smoking_Pack_Years": 26.78022282 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.81463532, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Tumor_Size_mm": 37.94423936, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.28758879, + "White_Blood_Cell_Count": 6.760782671, + "Platelet_Count": 360.161363, + "Albumin_Level": 3.514298896, + "Alkaline_Phosphatase_Level": 40.02192224, + "Alanine_Aminotransferase_Level": 10.44573699, + "Aspartate_Aminotransferase_Level": 27.62143729, + "Creatinine_Level": 0.778458716, + "LDH_Level": 223.2100969, + "Calcium_Level": 8.536015052, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.18780462, + "White_Blood_Cell_Count": 3.913979479, + "Platelet_Count": 415.0058631, + "Albumin_Level": 3.634859218, + "Alkaline_Phosphatase_Level": 44.03945631, + "Alanine_Aminotransferase_Level": 24.0919023, + "Aspartate_Aminotransferase_Level": 49.25299742, + "Creatinine_Level": 1.074520556, + "LDH_Level": 198.6742084, + "Calcium_Level": 9.619903054, + "Phosphorus_Level": 3.872769896, + "Glucose_Level": 88.20521751, + "Potassium_Level": 4.264478753, + "Sodium_Level": 141.8368931, + "Smoking_Pack_Years": 21.04534688 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 94.2218904, + "Alanine_Aminotransferase_Level": 24.41906106, + "Aspartate_Aminotransferase_Level": 21.59029143, + "Creatinine_Level": 0.60369931, + "LDH_Level": 111.3053504, + "Calcium_Level": 9.61834444, + "Phosphorus_Level": 3.910347004, + "Glucose_Level": 125.8435913, + "Potassium_Level": 3.538532057, + "Sodium_Level": 144.5247606, + "Smoking_Pack_Years": 15.94967061 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.37341962, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.75265701, + "White_Blood_Cell_Count": 6.299050813, + "Platelet_Count": 340.0029082, + "Albumin_Level": 4.048093657, + "Alkaline_Phosphatase_Level": 88.30278112, + "Alanine_Aminotransferase_Level": 24.90503977, + "Aspartate_Aminotransferase_Level": 32.60727013, + "Creatinine_Level": 0.6596843, + "LDH_Level": 225.8702199, + "Calcium_Level": 8.427657543, + "Phosphorus_Level": 4.240870772, + "Glucose_Level": 88.34099436, + "Potassium_Level": 3.808492833, + "Sodium_Level": 136.9763589, + "Smoking_Pack_Years": 97.24851103 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.16265959, + "White_Blood_Cell_Count": 9.114977784, + "Platelet_Count": 357.1923529, + "Albumin_Level": 3.858101459, + "Alkaline_Phosphatase_Level": 38.58204842, + "Alanine_Aminotransferase_Level": 22.51354033, + "Aspartate_Aminotransferase_Level": 10.08971403, + "Creatinine_Level": 0.873472557, + "LDH_Level": 223.3500834, + "Calcium_Level": 10.38759884, + "Phosphorus_Level": 4.630358157, + "Glucose_Level": 113.6744912, + "Potassium_Level": 3.87974691, + "Sodium_Level": 142.4664945, + "Smoking_Pack_Years": 68.53642408 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.55499139, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.3921472, + "White_Blood_Cell_Count": 6.217428615, + "Platelet_Count": 319.3431869, + "Albumin_Level": 4.380137373, + "Alkaline_Phosphatase_Level": 87.89909008, + "Alanine_Aminotransferase_Level": 30.10363563, + "Aspartate_Aminotransferase_Level": 32.06994332, + "Creatinine_Level": 0.747278446, + "LDH_Level": 151.8287849, + "Calcium_Level": 10.120313, + "Phosphorus_Level": 4.945291837, + "Glucose_Level": 134.0005847, + "Potassium_Level": 4.735650235, + "Sodium_Level": 135.1809908, + "Smoking_Pack_Years": 41.13019292 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.37669946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.39984635, + "White_Blood_Cell_Count": 4.076610099, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.88726597, + "White_Blood_Cell_Count": 4.242116561, + "Platelet_Count": 159.6100298, + "Albumin_Level": 4.264700841, + "Alkaline_Phosphatase_Level": 78.87358457, + "Alanine_Aminotransferase_Level": 36.12167508, + "Aspartate_Aminotransferase_Level": 12.13635398, + "Creatinine_Level": 1.157532809, + "LDH_Level": 204.0867209, + "Calcium_Level": 9.345165748, + "Phosphorus_Level": 2.892957713, + "Glucose_Level": 87.89507774, + "Potassium_Level": 3.749650961, + "Sodium_Level": 135.3855298, + "Smoking_Pack_Years": 24.51831746 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.59135284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.24693067, + "White_Blood_Cell_Count": 9.958589098, + "Platelet_Count": 170.2458423, + "Albumin_Level": 3.653190801, + "Alkaline_Phosphatase_Level": 95.46091715, + "Alanine_Aminotransferase_Level": 21.2177886, + "Aspartate_Aminotransferase_Level": 18.63380233, + "Creatinine_Level": 1.281872936, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.05806325, + "White_Blood_Cell_Count": 9.81270259, + "Platelet_Count": 154.3435593, + "Albumin_Level": 4.831703466, + "Alkaline_Phosphatase_Level": 66.0575702, + "Alanine_Aminotransferase_Level": 27.13239186, + "Aspartate_Aminotransferase_Level": 19.91149729, + "Creatinine_Level": 1.199480431, + "LDH_Level": 231.5082387, + "Calcium_Level": 8.30891579, + "Phosphorus_Level": 4.643223827, + "Glucose_Level": 73.78906836, + "Potassium_Level": 3.920482257, + "Sodium_Level": 138.8212323, + "Smoking_Pack_Years": 11.09333671 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.79411937, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.60392351, + "White_Blood_Cell_Count": 9.719754485, + "Platelet_Count": 275.025292, + "Albumin_Level": 4.221778385, + "Alkaline_Phosphatase_Level": 38.3091249, + "Alanine_Aminotransferase_Level": 37.24811841, + "Aspartate_Aminotransferase_Level": 27.74573394, + "Creatinine_Level": 0.924126385, + "LDH_Level": 117.7285507, + "Calcium_Level": 8.031089379, + "Phosphorus_Level": 4.539191493, + "Glucose_Level": 112.9533121, + "Potassium_Level": 4.043009493, + "Sodium_Level": 142.6367962, + "Smoking_Pack_Years": 42.43186025 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.46018756, + "White_Blood_Cell_Count": 4.579690675, + "Platelet_Count": 367.24459, + "Albumin_Level": 3.21712928, + "Alkaline_Phosphatase_Level": 79.62350342, + "Alanine_Aminotransferase_Level": 5.405140092, + "Aspartate_Aminotransferase_Level": 26.11424752, + "Creatinine_Level": 1.110062664, + "LDH_Level": 166.9092701, + "Calcium_Level": 10.00420536, + "Phosphorus_Level": 3.323622497, + "Glucose_Level": 99.27279256, + "Potassium_Level": 4.884852165, + "Sodium_Level": 137.1309586, + "Smoking_Pack_Years": 11.40684711 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.98662187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.00909203, + "White_Blood_Cell_Count": 3.564874249, + "Platelet_Count": 314.4624297, + "Albumin_Level": 3.340784988, + "Alkaline_Phosphatase_Level": 89.47373107, + "Alanine_Aminotransferase_Level": 25.55286428, + "Aspartate_Aminotransferase_Level": 35.63323052, + "Creatinine_Level": 1.332047004, + "LDH_Level": 158.3529805, + "Calcium_Level": 8.895208973, + "Phosphorus_Level": 3.238759965, + "Glucose_Level": 119.0658749, + "Potassium_Level": 3.871096893, + "Sodium_Level": 135.122411, + "Smoking_Pack_Years": 92.39813708 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.58047615, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.69908672, + "White_Blood_Cell_Count": 8.949278414, + "Platelet_Count": 347.7701035, + "Albumin_Level": 4.757032359, + "Alkaline_Phosphatase_Level": 111.5726478, + "Alanine_Aminotransferase_Level": 31.9078683, + 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"Alanine_Aminotransferase_Level": 7.461943833, + "Aspartate_Aminotransferase_Level": 19.12385794, + "Creatinine_Level": 1.303252876, + "LDH_Level": 121.903801, + "Calcium_Level": 8.192527018, + "Phosphorus_Level": 2.897729936, + "Glucose_Level": 73.91605015, + "Potassium_Level": 4.49584045, + "Sodium_Level": 140.0512618, + "Smoking_Pack_Years": 63.01164211 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.46005781, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.48508617, + "White_Blood_Cell_Count": 9.034975418, + "Platelet_Count": 178.8491112, + "Albumin_Level": 3.588703093, + "Alkaline_Phosphatase_Level": 98.44087245, + "Alanine_Aminotransferase_Level": 17.47169936, + "Aspartate_Aminotransferase_Level": 15.42991234, + "Creatinine_Level": 1.051255091, + "LDH_Level": 204.9223221, + "Calcium_Level": 10.09007299, + "Phosphorus_Level": 3.764272289, + "Glucose_Level": 120.7705038, + "Potassium_Level": 3.667992912, + "Sodium_Level": 140.6493476, + "Smoking_Pack_Years": 57.81059134 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.35447882, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.36469196, + "White_Blood_Cell_Count": 9.757890832, + "Platelet_Count": 429.1038133, + "Albumin_Level": 3.220633898, + "Alkaline_Phosphatase_Level": 34.08159906, + "Alanine_Aminotransferase_Level": 18.64510538, + "Aspartate_Aminotransferase_Level": 38.73223592, + "Creatinine_Level": 1.452099102, + "LDH_Level": 204.4788478, + "Calcium_Level": 10.05681272, + "Phosphorus_Level": 4.663510777, + "Glucose_Level": 76.36103518, + "Potassium_Level": 4.980007351, + "Sodium_Level": 140.7687733, + "Smoking_Pack_Years": 19.16213333 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.96267943, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.32606831, + "White_Blood_Cell_Count": 5.474272908, + "Platelet_Count": 217.9869364, + "Albumin_Level": 3.250275365, + "Alkaline_Phosphatase_Level": 72.45687874, + "Alanine_Aminotransferase_Level": 36.99257808, + "Aspartate_Aminotransferase_Level": 48.17494956, + "Creatinine_Level": 1.272293507, + "LDH_Level": 163.3539206, + "Calcium_Level": 8.870216225, + "Phosphorus_Level": 2.971275711, + "Glucose_Level": 117.816663, + "Potassium_Level": 3.907063136, + "Sodium_Level": 144.8939959, + "Smoking_Pack_Years": 24.89758315 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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9.69080406, + "Phosphorus_Level": 4.906520282, + "Glucose_Level": 135.4808563, + "Potassium_Level": 4.224608613, + "Sodium_Level": 139.3746335, + "Smoking_Pack_Years": 86.36216217 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.11913523, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.98311405, + "White_Blood_Cell_Count": 4.181761119, + "Platelet_Count": 232.5976844, + 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.87884624, + "White_Blood_Cell_Count": 8.209764642, + "Platelet_Count": 383.5076499, + "Albumin_Level": 3.888883564, + "Alkaline_Phosphatase_Level": 114.3947531, + "Alanine_Aminotransferase_Level": 37.350354, + "Aspartate_Aminotransferase_Level": 17.36652702, + "Creatinine_Level": 1.051651493, + "LDH_Level": 151.5508319, + "Calcium_Level": 8.53330328, + "Phosphorus_Level": 4.094327623, + "Glucose_Level": 106.7276646, + "Potassium_Level": 4.271198295, + "Sodium_Level": 138.2365774, + "Smoking_Pack_Years": 34.54172374 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.03157315, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.67146152, + "White_Blood_Cell_Count": 9.214767637, + "Platelet_Count": 361.7468038, + "Albumin_Level": 4.76286105, + "Alkaline_Phosphatase_Level": 33.6521545, + "Alanine_Aminotransferase_Level": 28.48145361, + "Aspartate_Aminotransferase_Level": 34.34323418, + "Creatinine_Level": 1.260043328, + "LDH_Level": 153.5298228, + "Calcium_Level": 8.588196026, + "Phosphorus_Level": 4.66628938, + "Glucose_Level": 90.95334769, + "Potassium_Level": 3.875510102, + "Sodium_Level": 137.8715947, + "Smoking_Pack_Years": 34.92634099 + }, + { + "Age": 64, + "Gender": "Male", 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177.1369783, + "Calcium_Level": 8.033342818, + "Phosphorus_Level": 4.231334279, + "Glucose_Level": 145.4519013, + "Potassium_Level": 4.999047705, + "Sodium_Level": 144.867424, + "Smoking_Pack_Years": 13.29543856 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.37280886, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.36127847, + "White_Blood_Cell_Count": 3.959177571, + "Platelet_Count": 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"Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.77386197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.87421964, + "White_Blood_Cell_Count": 5.380283822, + "Platelet_Count": 436.5797303, + "Albumin_Level": 4.770515284, + "Alkaline_Phosphatase_Level": 106.9213452, + "Alanine_Aminotransferase_Level": 26.60796963, + "Aspartate_Aminotransferase_Level": 26.38161297, + "Creatinine_Level": 0.774207564, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.37668392, + "White_Blood_Cell_Count": 7.196624077, + "Platelet_Count": 339.0684163, + "Albumin_Level": 4.904430339, + "Alkaline_Phosphatase_Level": 68.24680339, + "Alanine_Aminotransferase_Level": 37.96593874, + "Aspartate_Aminotransferase_Level": 40.93272959, + "Creatinine_Level": 1.226315892, + "LDH_Level": 114.3786261, + "Calcium_Level": 9.644691378, + "Phosphorus_Level": 2.999549661, + "Glucose_Level": 99.16547216, + "Potassium_Level": 4.604616068, + "Sodium_Level": 137.9455177, + "Smoking_Pack_Years": 20.91229772 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.36278551, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.13211671, + "White_Blood_Cell_Count": 6.000498832, + "Platelet_Count": 381.8972166, + "Albumin_Level": 3.407791156, + "Alkaline_Phosphatase_Level": 79.77919854, + "Alanine_Aminotransferase_Level": 30.47723323, + "Aspartate_Aminotransferase_Level": 27.27300677, + "Creatinine_Level": 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"Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.75492992, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.81127298, + "White_Blood_Cell_Count": 7.471040776, + "Platelet_Count": 304.8009995, + "Albumin_Level": 3.771943404, + "Alkaline_Phosphatase_Level": 55.22834936, + "Alanine_Aminotransferase_Level": 22.44697421, + "Aspartate_Aminotransferase_Level": 39.66827716, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.75122484, + "White_Blood_Cell_Count": 8.028199376, + "Platelet_Count": 398.6360221, + "Albumin_Level": 3.253002229, + "Alkaline_Phosphatase_Level": 101.7945276, + "Alanine_Aminotransferase_Level": 15.8412453, + "Aspartate_Aminotransferase_Level": 33.97866839, + "Creatinine_Level": 0.659718266, + "LDH_Level": 175.1753039, + "Calcium_Level": 9.77071325, + "Phosphorus_Level": 2.8324994, + "Glucose_Level": 141.3744849, + "Potassium_Level": 3.506204786, + "Sodium_Level": 138.1741508, + "Smoking_Pack_Years": 2.245632249 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.22393456, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.78008417, + "White_Blood_Cell_Count": 7.70222819, + "Platelet_Count": 319.4332121, + "Albumin_Level": 3.148813457, + "Alkaline_Phosphatase_Level": 99.66834821, + "Alanine_Aminotransferase_Level": 13.0449566, + "Aspartate_Aminotransferase_Level": 41.29897772, + "Creatinine_Level": 1.407260535, + "LDH_Level": 154.9022851, + "Calcium_Level": 9.839330324, + "Phosphorus_Level": 4.381235316, + "Glucose_Level": 104.8717417, + "Potassium_Level": 3.810224036, + "Sodium_Level": 142.1721369, + "Smoking_Pack_Years": 9.951801712 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.08770818, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.36202796, + "White_Blood_Cell_Count": 5.921288129, + "Platelet_Count": 245.9742061, + "Albumin_Level": 3.784212641, + "Alkaline_Phosphatase_Level": 90.22164142, + "Alanine_Aminotransferase_Level": 14.6027256, + "Aspartate_Aminotransferase_Level": 29.30519706, + "Creatinine_Level": 0.846540366, + "LDH_Level": 150.3781908, + "Calcium_Level": 8.223440625, + "Phosphorus_Level": 4.354582702, + "Glucose_Level": 138.2820306, + "Potassium_Level": 4.834135877, + "Sodium_Level": 142.2458032, + "Smoking_Pack_Years": 7.02858815 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.31520206, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 69, + 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"No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.92091916, + "White_Blood_Cell_Count": 3.868944032, + "Platelet_Count": 429.5837197, + "Albumin_Level": 3.42982078, + "Alkaline_Phosphatase_Level": 91.9581151, + "Alanine_Aminotransferase_Level": 16.42937202, + "Aspartate_Aminotransferase_Level": 36.32638353, + "Creatinine_Level": 1.1278756, + "LDH_Level": 129.5044586, + "Calcium_Level": 8.142059663, + "Phosphorus_Level": 3.835896299, + "Glucose_Level": 145.3948725, + "Potassium_Level": 4.951634401, + "Sodium_Level": 138.3554664, + "Smoking_Pack_Years": 89.5849757 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.74191678, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + 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139.9769734, + "Smoking_Pack_Years": 31.60291779 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.41697135, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.82942375, + "White_Blood_Cell_Count": 9.639834766, + "Platelet_Count": 207.7502489, + "Albumin_Level": 3.307437236, + "Alkaline_Phosphatase_Level": 44.02236781, + "Alanine_Aminotransferase_Level": 21.64782526, + "Aspartate_Aminotransferase_Level": 11.20179859, + "Creatinine_Level": 1.42909575, + "LDH_Level": 116.074869, + "Calcium_Level": 8.413621985, + "Phosphorus_Level": 4.477285345, + "Glucose_Level": 146.652365, + "Potassium_Level": 4.089952297, + "Sodium_Level": 141.6081455, + "Smoking_Pack_Years": 87.38576841 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.93605185, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 100, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.25778278, + "White_Blood_Cell_Count": 7.570327523, + "Platelet_Count": 268.6037273, + "Albumin_Level": 3.148718179, + "Alkaline_Phosphatase_Level": 63.93259498, + "Alanine_Aminotransferase_Level": 38.10949672, + "Aspartate_Aminotransferase_Level": 41.28213365, + "Creatinine_Level": 1.048710677, + "LDH_Level": 100.0445237, + "Calcium_Level": 10.04890296, + "Phosphorus_Level": 4.180119529, + "Glucose_Level": 125.8716019, + "Potassium_Level": 4.770125119, + "Sodium_Level": 139.7902103, + "Smoking_Pack_Years": 92.61338506 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.90825876, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.34044117, + "White_Blood_Cell_Count": 9.87923511, + "Platelet_Count": 246.5289095, + "Albumin_Level": 3.632955124, + "Alkaline_Phosphatase_Level": 69.08369029, + "Alanine_Aminotransferase_Level": 30.97944801, + "Aspartate_Aminotransferase_Level": 18.45002184, + "Creatinine_Level": 0.891490787, + "LDH_Level": 165.7751747, + "Calcium_Level": 9.45113993, + "Phosphorus_Level": 4.856842306, + "Glucose_Level": 139.7890601, + "Potassium_Level": 4.397786178, 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"Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.46492188, + "White_Blood_Cell_Count": 7.853876409, + "Platelet_Count": 184.4469569, + "Albumin_Level": 3.812483045, + "Alkaline_Phosphatase_Level": 44.40295239, + "Alanine_Aminotransferase_Level": 37.03648267, + "Aspartate_Aminotransferase_Level": 41.94008505, + "Creatinine_Level": 0.735406589, + "LDH_Level": 231.0180594, + "Calcium_Level": 8.541303412, + "Phosphorus_Level": 3.08665746, + "Glucose_Level": 99.49793176, + "Potassium_Level": 3.914184491, + "Sodium_Level": 140.559302, + "Smoking_Pack_Years": 82.75010935 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.66386282, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.85241875, + "White_Blood_Cell_Count": 7.310921166, + "Platelet_Count": 410.2570441, + "Albumin_Level": 3.373127719, + "Alkaline_Phosphatase_Level": 63.62123323, + "Alanine_Aminotransferase_Level": 39.69820678, + "Aspartate_Aminotransferase_Level": 44.46247163, + "Creatinine_Level": 0.81400748, + "LDH_Level": 241.3778876, + "Calcium_Level": 8.671677843, + "Phosphorus_Level": 4.335332849, + "Glucose_Level": 117.436124, + "Potassium_Level": 3.754795077, + "Sodium_Level": 140.686894, + "Smoking_Pack_Years": 38.34701297 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.92378769, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.72500862, + "White_Blood_Cell_Count": 7.512560874, + "Platelet_Count": 380.9111503, + "Albumin_Level": 4.574716242, + "Alkaline_Phosphatase_Level": 100.6463342, + "Alanine_Aminotransferase_Level": 29.36648616, + "Aspartate_Aminotransferase_Level": 41.63755237, + "Creatinine_Level": 0.909957692, + "LDH_Level": 219.5316727, + "Calcium_Level": 10.32994185, + "Phosphorus_Level": 4.859649007, + "Glucose_Level": 75.88246084, + "Potassium_Level": 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"Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.64934738, + "White_Blood_Cell_Count": 8.303988902, + "Platelet_Count": 332.5935751, + "Albumin_Level": 4.335879764, + "Alkaline_Phosphatase_Level": 56.87935224, + "Alanine_Aminotransferase_Level": 15.17642117, + "Aspartate_Aminotransferase_Level": 32.14847075, + "Creatinine_Level": 0.565593829, + "LDH_Level": 123.4175318, + "Calcium_Level": 8.716622504, + "Phosphorus_Level": 4.541599944, + "Glucose_Level": 72.60464379, + "Potassium_Level": 4.568611431, + "Sodium_Level": 143.1723946, + "Smoking_Pack_Years": 51.80478031 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.7025544, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.80817084, + "White_Blood_Cell_Count": 8.453144992, + "Platelet_Count": 328.1732716, + "Albumin_Level": 3.009937413, + "Alkaline_Phosphatase_Level": 36.95682069, + "Alanine_Aminotransferase_Level": 21.24469239, + "Aspartate_Aminotransferase_Level": 25.65473261, + "Creatinine_Level": 1.385017311, + "LDH_Level": 200.8818541, + "Calcium_Level": 10.47868234, + "Phosphorus_Level": 3.881386664, + "Glucose_Level": 138.5671514, + "Potassium_Level": 4.092495662, + "Sodium_Level": 140.6903469, + "Smoking_Pack_Years": 77.01854767 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.6665365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.89105012, + "White_Blood_Cell_Count": 6.186520224, + "Platelet_Count": 165.8527306, + "Albumin_Level": 3.985477813, + "Alkaline_Phosphatase_Level": 59.68710959, + "Alanine_Aminotransferase_Level": 24.1954492, + "Aspartate_Aminotransferase_Level": 38.54982003, + "Creatinine_Level": 0.665939951, + "LDH_Level": 127.0521583, + "Calcium_Level": 9.629494552, + "Phosphorus_Level": 4.93990342, + "Glucose_Level": 115.3461862, + "Potassium_Level": 3.523472379, + "Sodium_Level": 136.9545665, + "Smoking_Pack_Years": 55.68638066 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.26972775, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.74936024, + "White_Blood_Cell_Count": 4.015023444, + "Platelet_Count": 261.8363474, + "Albumin_Level": 3.276615418, + "Alkaline_Phosphatase_Level": 110.5225992, + "Alanine_Aminotransferase_Level": 25.40012713, + "Aspartate_Aminotransferase_Level": 19.01811511, + "Creatinine_Level": 1.082402281, + "LDH_Level": 106.8702708, + "Calcium_Level": 8.415011524, + "Phosphorus_Level": 4.55449646, + "Glucose_Level": 79.11603749, + "Potassium_Level": 3.712783099, + "Sodium_Level": 138.5807317, + "Smoking_Pack_Years": 56.32804957 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.83128069, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.13970127, + "White_Blood_Cell_Count": 7.678139838, + "Platelet_Count": 159.4038082, + "Albumin_Level": 3.598878755, + "Alkaline_Phosphatase_Level": 119.3397362, + "Alanine_Aminotransferase_Level": 6.105658262, + "Aspartate_Aminotransferase_Level": 36.3724653, + "Creatinine_Level": 0.713180194, + "LDH_Level": 213.8778974, + "Calcium_Level": 9.953427828, + "Phosphorus_Level": 3.421352452, + "Glucose_Level": 141.5577113, + "Potassium_Level": 3.545017275, + "Sodium_Level": 137.2464901, + "Smoking_Pack_Years": 16.82376032 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.11959527, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.18644291, + "White_Blood_Cell_Count": 7.489965288, + "Platelet_Count": 237.7017618, + "Albumin_Level": 4.832305673, + "Alkaline_Phosphatase_Level": 42.32316447, + "Alanine_Aminotransferase_Level": 12.09732285, + "Aspartate_Aminotransferase_Level": 46.91885569, + "Creatinine_Level": 0.62415991, + "LDH_Level": 108.6087981, + "Calcium_Level": 10.33426663, + "Phosphorus_Level": 2.534442364, + "Glucose_Level": 117.1932373, + "Potassium_Level": 4.292768283, + "Sodium_Level": 138.9359933, + "Smoking_Pack_Years": 7.477271439 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.88667315, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.17111608, + "White_Blood_Cell_Count": 9.65293154, + "Platelet_Count": 171.8258984, + "Albumin_Level": 4.564041921, + "Alkaline_Phosphatase_Level": 86.14608084, + "Alanine_Aminotransferase_Level": 32.55601669, + "Aspartate_Aminotransferase_Level": 34.74076382, + "Creatinine_Level": 0.860207959, + "LDH_Level": 109.4865173, + "Calcium_Level": 9.88399076, + "Phosphorus_Level": 4.731211828, + "Glucose_Level": 139.5139922, + "Potassium_Level": 4.695296385, + "Sodium_Level": 139.9706886, + "Smoking_Pack_Years": 90.76703252 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.83442019, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.19270066, + "White_Blood_Cell_Count": 4.671444279, + "Platelet_Count": 353.7084669, + "Albumin_Level": 4.870740301, + "Alkaline_Phosphatase_Level": 105.7540645, + "Alanine_Aminotransferase_Level": 8.669431208, + "Aspartate_Aminotransferase_Level": 29.11283526, + "Creatinine_Level": 0.537812877, + "LDH_Level": 201.8584361, + "Calcium_Level": 9.567150258, + "Phosphorus_Level": 4.906275107, + "Glucose_Level": 111.2200746, + "Potassium_Level": 4.612227115, + "Sodium_Level": 135.3330656, + "Smoking_Pack_Years": 8.250959893 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.41769195, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.91476837, + "White_Blood_Cell_Count": 7.854271857, + "Platelet_Count": 380.4630142, + "Albumin_Level": 4.396982239, + "Alkaline_Phosphatase_Level": 67.00026159, + "Alanine_Aminotransferase_Level": 17.72906982, + "Aspartate_Aminotransferase_Level": 27.42665686, + "Creatinine_Level": 1.008247528, + "LDH_Level": 113.9709509, + "Calcium_Level": 8.090132201, + "Phosphorus_Level": 3.516588009, + "Glucose_Level": 144.1198587, + "Potassium_Level": 4.036028377, + "Sodium_Level": 142.5052374, + "Smoking_Pack_Years": 74.16179202 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.60262377, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.46763001, + "White_Blood_Cell_Count": 7.728567129, + "Platelet_Count": 394.3491017, + "Albumin_Level": 4.174749513, + "Alkaline_Phosphatase_Level": 101.1226925, + "Alanine_Aminotransferase_Level": 12.2935537, + "Aspartate_Aminotransferase_Level": 26.4754175, + "Creatinine_Level": 0.51003942, + "LDH_Level": 178.5497073, + "Calcium_Level": 10.15877055, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 112.4041826, + "Alanine_Aminotransferase_Level": 38.26350347, + "Aspartate_Aminotransferase_Level": 30.62213452, + "Creatinine_Level": 0.568091238, + "LDH_Level": 217.0256127, + "Calcium_Level": 9.592883662, + "Phosphorus_Level": 3.49442761, + "Glucose_Level": 135.8167405, + "Potassium_Level": 4.096179029, + "Sodium_Level": 141.9579173, + "Smoking_Pack_Years": 17.61696065 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.1491518, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.18567843, + "White_Blood_Cell_Count": 4.523098354, + "Platelet_Count": 212.613735, + "Albumin_Level": 4.145971881, + "Alkaline_Phosphatase_Level": 71.18559313, + "Alanine_Aminotransferase_Level": 11.68195148, + "Aspartate_Aminotransferase_Level": 40.09829693, + "Creatinine_Level": 0.573709901, + "LDH_Level": 233.8812742, + "Calcium_Level": 9.345769523, + "Phosphorus_Level": 2.551252506, + "Glucose_Level": 90.97097025, + "Potassium_Level": 3.642062899, + "Sodium_Level": 137.7468818, + "Smoking_Pack_Years": 59.95076023 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 102.7800279, + "Alanine_Aminotransferase_Level": 36.38980041, + "Aspartate_Aminotransferase_Level": 48.02836888, + "Creatinine_Level": 0.682673041, + "LDH_Level": 183.3125666, + "Calcium_Level": 9.622038078, + "Phosphorus_Level": 3.193826496, + "Glucose_Level": 90.01682555, + "Potassium_Level": 3.875424966, + "Sodium_Level": 136.5748292, + "Smoking_Pack_Years": 42.32998542 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.56231823, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.02165197, + "White_Blood_Cell_Count": 3.580699681, + "Platelet_Count": 319.3787201, + "Albumin_Level": 3.142238971, + "Alkaline_Phosphatase_Level": 44.76278944, + "Alanine_Aminotransferase_Level": 26.50693785, + "Aspartate_Aminotransferase_Level": 24.52769375, + "Creatinine_Level": 1.088817556, + "LDH_Level": 219.1868089, + "Calcium_Level": 9.6777089, + "Phosphorus_Level": 4.409437516, + "Glucose_Level": 125.0858696, + "Potassium_Level": 4.410668776, + "Sodium_Level": 140.6080125, + "Smoking_Pack_Years": 67.29472618 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.62870198, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.32002428, + "White_Blood_Cell_Count": 4.132199554, + "Platelet_Count": 297.1748491, + "Albumin_Level": 4.457916891, + "Alkaline_Phosphatase_Level": 66.8622839, + "Alanine_Aminotransferase_Level": 37.38950962, + "Aspartate_Aminotransferase_Level": 11.61424262, + "Creatinine_Level": 0.982082806, + "LDH_Level": 159.6960683, + "Calcium_Level": 9.189579874, + "Phosphorus_Level": 3.302464964, + "Glucose_Level": 128.829808, + "Potassium_Level": 4.762087083, + "Sodium_Level": 141.7441767, + "Smoking_Pack_Years": 87.76933761 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.56679106, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.22465838, + "White_Blood_Cell_Count": 7.811764658, + "Platelet_Count": 182.2919088, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.33556272, + "White_Blood_Cell_Count": 4.43695591, + "Platelet_Count": 225.1663887, + "Albumin_Level": 4.485663777, + "Alkaline_Phosphatase_Level": 60.27781969, + "Alanine_Aminotransferase_Level": 32.98172682, + "Aspartate_Aminotransferase_Level": 32.18493642, + "Creatinine_Level": 0.826579056, + "LDH_Level": 198.496954, + "Calcium_Level": 8.00046822, + "Phosphorus_Level": 4.916367303, + "Glucose_Level": 120.5573985, + "Potassium_Level": 3.815079087, + "Sodium_Level": 138.086548, + "Smoking_Pack_Years": 61.0586116 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.77427114, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.62601528, + "White_Blood_Cell_Count": 4.865924601, + "Platelet_Count": 218.7834542, + "Albumin_Level": 4.451994109, + "Alkaline_Phosphatase_Level": 57.8259217, + "Alanine_Aminotransferase_Level": 8.98174079, + "Aspartate_Aminotransferase_Level": 21.14845493, + "Creatinine_Level": 0.638732633, + "LDH_Level": 205.2515278, + "Calcium_Level": 9.223883941, + "Phosphorus_Level": 4.747962389, + "Glucose_Level": 136.0371748, + "Potassium_Level": 4.594358709, + "Sodium_Level": 142.6890222, + "Smoking_Pack_Years": 90.61637152 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.83149887, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.89766396, + "White_Blood_Cell_Count": 5.286253514, + "Platelet_Count": 309.5318252, + "Albumin_Level": 3.915413538, + "Alkaline_Phosphatase_Level": 75.69206894, + "Alanine_Aminotransferase_Level": 35.45099591, + "Aspartate_Aminotransferase_Level": 47.72004227, + "Creatinine_Level": 0.643712956, + "LDH_Level": 156.1602754, + "Calcium_Level": 9.48002502, + "Phosphorus_Level": 3.883992928, + "Glucose_Level": 91.86584471, + "Potassium_Level": 4.760064908, + "Sodium_Level": 144.699031, + "Smoking_Pack_Years": 51.88489001 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.33161183, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.9661456, + "White_Blood_Cell_Count": 6.02037895, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.43191043, + "White_Blood_Cell_Count": 9.695111331, + "Platelet_Count": 241.157526, + "Albumin_Level": 3.584603756, + "Alkaline_Phosphatase_Level": 94.3828119, + "Alanine_Aminotransferase_Level": 38.09737039, + "Aspartate_Aminotransferase_Level": 43.4140844, + "Creatinine_Level": 0.690457766, + "LDH_Level": 122.8948513, + "Calcium_Level": 8.995456182, + "Phosphorus_Level": 3.892229192, + "Glucose_Level": 84.11096895, + "Potassium_Level": 4.312456216, + "Sodium_Level": 137.1591761, + "Smoking_Pack_Years": 47.64539596 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.98648452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.51470268, + "White_Blood_Cell_Count": 5.426494765, + "Platelet_Count": 241.4136469, + "Albumin_Level": 4.61049856, + "Alkaline_Phosphatase_Level": 105.0116528, + "Alanine_Aminotransferase_Level": 22.35361095, + "Aspartate_Aminotransferase_Level": 27.02368226, + "Creatinine_Level": 0.885536203, + "LDH_Level": 179.1713438, + "Calcium_Level": 9.765021811, + "Phosphorus_Level": 4.620394365, + "Glucose_Level": 88.7751532, + "Potassium_Level": 3.780460867, + "Sodium_Level": 144.7926653, + "Smoking_Pack_Years": 61.79563797 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.09880986, + "White_Blood_Cell_Count": 8.292111011, + "Platelet_Count": 264.255774, + "Albumin_Level": 3.588466987, + "Alkaline_Phosphatase_Level": 99.80228604, + "Alanine_Aminotransferase_Level": 22.71224579, + "Aspartate_Aminotransferase_Level": 26.38771109, + "Creatinine_Level": 0.875166967, + "LDH_Level": 117.3163256, + "Calcium_Level": 8.820444821, + "Phosphorus_Level": 3.94488486, + "Glucose_Level": 143.7558597, + "Potassium_Level": 3.630571528, + "Sodium_Level": 136.7139151, + "Smoking_Pack_Years": 47.69975261 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.38041519, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.79475501, + "White_Blood_Cell_Count": 9.845836035, + "Platelet_Count": 439.4681099, + "Albumin_Level": 3.701891442, + "Alkaline_Phosphatase_Level": 104.8991145, + "Alanine_Aminotransferase_Level": 20.01171951, + "Aspartate_Aminotransferase_Level": 38.8346643, + "Creatinine_Level": 1.324837142, + "LDH_Level": 106.3303141, + "Calcium_Level": 10.32356953, + "Phosphorus_Level": 4.06009903, + "Glucose_Level": 97.63932006, + "Potassium_Level": 3.522715236, + "Sodium_Level": 142.9584463, + "Smoking_Pack_Years": 85.26898647 + }, + { + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.07049913, + "White_Blood_Cell_Count": 4.898180086, + "Platelet_Count": 333.803206, + "Albumin_Level": 4.998157619, + "Alkaline_Phosphatase_Level": 91.89883344, + "Alanine_Aminotransferase_Level": 15.43699907, + "Aspartate_Aminotransferase_Level": 17.05405477, + "Creatinine_Level": 0.77714566, + "LDH_Level": 204.7705095, + "Calcium_Level": 8.270449778, + "Phosphorus_Level": 2.55370304, + "Glucose_Level": 75.29091084, + "Potassium_Level": 4.31867685, + "Sodium_Level": 137.2573774, + "Smoking_Pack_Years": 66.64464904 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.4813837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.48193231, + "White_Blood_Cell_Count": 9.870543143, + "Platelet_Count": 285.1686328, + "Albumin_Level": 4.927244186, + "Alkaline_Phosphatase_Level": 109.7853465, + "Alanine_Aminotransferase_Level": 12.43211395, + "Aspartate_Aminotransferase_Level": 49.39267398, + "Creatinine_Level": 1.493585253, + "LDH_Level": 231.7013579, + "Calcium_Level": 9.737628844, + "Phosphorus_Level": 4.249848401, + "Glucose_Level": 87.36686762, + "Potassium_Level": 4.335322681, + "Sodium_Level": 141.4752252, + "Smoking_Pack_Years": 45.42156093 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.07623266, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.83484256, + "White_Blood_Cell_Count": 4.768441033, + "Platelet_Count": 378.4196494, + "Albumin_Level": 4.370161866, + "Alkaline_Phosphatase_Level": 64.58529203, + "Alanine_Aminotransferase_Level": 8.143497903, + "Aspartate_Aminotransferase_Level": 36.16647857, + "Creatinine_Level": 1.321017346, + "LDH_Level": 155.3469855, + "Calcium_Level": 8.448686045, + "Phosphorus_Level": 4.040458245, + "Glucose_Level": 96.61266286, + "Potassium_Level": 4.17386994, + "Sodium_Level": 136.7144908, + "Smoking_Pack_Years": 96.48990605 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.96505038, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.5049409, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.68915634, + "White_Blood_Cell_Count": 4.672138237, + "Platelet_Count": 355.4457929, + "Albumin_Level": 3.061500931, + "Alkaline_Phosphatase_Level": 77.5601433, + "Alanine_Aminotransferase_Level": 27.3136172, + "Aspartate_Aminotransferase_Level": 30.53897534, + "Creatinine_Level": 1.353472949, + "LDH_Level": 119.386413, + "Calcium_Level": 10.05398953, + "Phosphorus_Level": 4.505718968, + "Glucose_Level": 72.65682322, + "Potassium_Level": 4.519074345, + "Sodium_Level": 135.2264891, + "Smoking_Pack_Years": 99.04196405 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.21570065, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.7044219, + "White_Blood_Cell_Count": 5.259660341, + "Platelet_Count": 379.6743732, + "Albumin_Level": 4.711580838, + "Alkaline_Phosphatase_Level": 70.35071182, + "Alanine_Aminotransferase_Level": 12.00083313, + "Aspartate_Aminotransferase_Level": 25.0075693, + "Creatinine_Level": 0.508603215, + "LDH_Level": 186.2510913, + "Calcium_Level": 10.02507424, + "Phosphorus_Level": 3.836637494, + "Glucose_Level": 133.2472898, + "Potassium_Level": 3.504971933, + "Sodium_Level": 138.8340374, + "Smoking_Pack_Years": 33.20757758 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.1315296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.92189575, + "White_Blood_Cell_Count": 9.855762591, + "Platelet_Count": 176.1661411, + "Albumin_Level": 3.211208241, + "Alkaline_Phosphatase_Level": 100.9817969, + "Alanine_Aminotransferase_Level": 20.73696917, + "Aspartate_Aminotransferase_Level": 18.38435672, + "Creatinine_Level": 1.225802506, + "LDH_Level": 126.8644306, + "Calcium_Level": 8.461648593, + "Phosphorus_Level": 3.499716782, + "Glucose_Level": 87.40205286, + "Potassium_Level": 4.290268111, + "Sodium_Level": 143.8078851, + "Smoking_Pack_Years": 52.99878103 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.39363617, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.07759453, + "White_Blood_Cell_Count": 8.355647192, + "Platelet_Count": 163.9296361, + "Albumin_Level": 3.585664805, + "Alkaline_Phosphatase_Level": 107.1272066, + "Alanine_Aminotransferase_Level": 31.32879394, + "Aspartate_Aminotransferase_Level": 36.48492984, + "Creatinine_Level": 0.670644095, + "LDH_Level": 198.3305624, + "Calcium_Level": 9.027877531, + "Phosphorus_Level": 3.062036593, + "Glucose_Level": 137.4530345, + "Potassium_Level": 3.982488241, + "Sodium_Level": 137.2085233, + "Smoking_Pack_Years": 20.55244026 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.46638575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.41078209, + "White_Blood_Cell_Count": 3.520527097, + "Platelet_Count": 185.3955703, + "Albumin_Level": 4.376035481, + "Alkaline_Phosphatase_Level": 116.2488217, + "Alanine_Aminotransferase_Level": 35.6089647, + "Aspartate_Aminotransferase_Level": 15.78028908, + "Creatinine_Level": 1.365084015, + "LDH_Level": 125.3427985, + "Calcium_Level": 8.860092095, + "Phosphorus_Level": 3.305707668, + "Glucose_Level": 122.626296, + "Potassium_Level": 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"Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.54233358, + "White_Blood_Cell_Count": 9.774851127, + "Platelet_Count": 311.7968428, + "Albumin_Level": 4.174505023, + "Alkaline_Phosphatase_Level": 67.03134443, + "Alanine_Aminotransferase_Level": 26.94549247, + "Aspartate_Aminotransferase_Level": 22.86940166, + "Creatinine_Level": 0.591835542, + "LDH_Level": 138.924349, + "Calcium_Level": 8.873527141, + "Phosphorus_Level": 3.733789145, + "Glucose_Level": 121.820311, + "Potassium_Level": 4.37287364, + "Sodium_Level": 138.4814932, + "Smoking_Pack_Years": 39.77860812 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.38730243, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.40264567, + "White_Blood_Cell_Count": 8.023465619, + "Platelet_Count": 155.1443663, + "Albumin_Level": 3.438789141, + "Alkaline_Phosphatase_Level": 79.70084196, + "Alanine_Aminotransferase_Level": 7.713269557, + "Aspartate_Aminotransferase_Level": 29.65337649, + "Creatinine_Level": 1.123954774, + "LDH_Level": 140.6719097, + "Calcium_Level": 9.682276723, + "Phosphorus_Level": 3.780881481, + "Glucose_Level": 132.7497714, + "Potassium_Level": 3.541047671, + "Sodium_Level": 142.0521692, + "Smoking_Pack_Years": 32.3905384 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.47704565, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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24.31830818, + "Aspartate_Aminotransferase_Level": 38.48289684, + "Creatinine_Level": 0.918552867, + "LDH_Level": 151.8865039, + "Calcium_Level": 10.10863824, + "Phosphorus_Level": 3.871984972, + "Glucose_Level": 129.5288766, + "Potassium_Level": 4.802994336, + "Sodium_Level": 144.4927007, + "Smoking_Pack_Years": 77.69324656 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.98873134, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 100, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.35098114, + "White_Blood_Cell_Count": 6.743249698, + "Platelet_Count": 249.6592409, + "Albumin_Level": 3.148459342, + "Alkaline_Phosphatase_Level": 58.77882541, + "Alanine_Aminotransferase_Level": 17.85540253, + "Aspartate_Aminotransferase_Level": 23.64282137, + "Creatinine_Level": 0.755007121, + "LDH_Level": 202.9679881, + "Calcium_Level": 10.17437278, + "Phosphorus_Level": 3.103785898, + "Glucose_Level": 94.2877369, + "Potassium_Level": 3.808336763, + "Sodium_Level": 142.7663402, + "Smoking_Pack_Years": 72.00576063 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.06563886, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.33600891, + "White_Blood_Cell_Count": 5.856603259, + "Platelet_Count": 280.133236, + "Albumin_Level": 3.417441284, + "Alkaline_Phosphatase_Level": 55.94817181, + "Alanine_Aminotransferase_Level": 13.64193492, + "Aspartate_Aminotransferase_Level": 35.16818993, + "Creatinine_Level": 1.029714424, + "LDH_Level": 178.9321183, + "Calcium_Level": 10.23431623, + "Phosphorus_Level": 3.941282541, + "Glucose_Level": 111.7236801, + "Potassium_Level": 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33.62910904, + "Aspartate_Aminotransferase_Level": 41.8481725, + "Creatinine_Level": 0.865259163, + "LDH_Level": 206.8353058, + "Calcium_Level": 10.32164144, + "Phosphorus_Level": 3.196196005, + "Glucose_Level": 135.9108909, + "Potassium_Level": 4.181633177, + "Sodium_Level": 144.3594783, + "Smoking_Pack_Years": 4.548387765 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.45162213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.56071792, + "White_Blood_Cell_Count": 5.551338101, + "Platelet_Count": 359.2356406, + "Albumin_Level": 3.136736218, + "Alkaline_Phosphatase_Level": 62.0575107, + "Alanine_Aminotransferase_Level": 7.719699983, + "Aspartate_Aminotransferase_Level": 27.81679616, + "Creatinine_Level": 0.663257271, + "LDH_Level": 201.6624672, + "Calcium_Level": 8.655938892, + "Phosphorus_Level": 3.723721546, + "Glucose_Level": 80.20087956, + "Potassium_Level": 3.90590035, + "Sodium_Level": 141.7095609, + "Smoking_Pack_Years": 44.37106642 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.10094066, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.089858, + "White_Blood_Cell_Count": 5.481975371, + "Platelet_Count": 398.8965414, + "Albumin_Level": 4.3063016, + "Alkaline_Phosphatase_Level": 83.81085083, + "Alanine_Aminotransferase_Level": 36.02807394, + "Aspartate_Aminotransferase_Level": 29.83805486, + "Creatinine_Level": 0.524374428, + "LDH_Level": 228.3139242, + "Calcium_Level": 9.188228824, + "Phosphorus_Level": 4.911888041, + "Glucose_Level": 92.45244035, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.2754402, + "White_Blood_Cell_Count": 4.431787404, + "Platelet_Count": 374.1630219, + "Albumin_Level": 4.158351038, + "Alkaline_Phosphatase_Level": 46.73873739, + "Alanine_Aminotransferase_Level": 18.78075418, + "Aspartate_Aminotransferase_Level": 19.87604752, + "Creatinine_Level": 0.705437216, + "LDH_Level": 148.0099409, + "Calcium_Level": 8.847676254, + "Phosphorus_Level": 4.942956938, + "Glucose_Level": 100.8778139, + "Potassium_Level": 4.520078431, + "Sodium_Level": 136.3389172, + "Smoking_Pack_Years": 12.3664926 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.6436481, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.5059358, + "White_Blood_Cell_Count": 8.567268827, + "Platelet_Count": 186.4907618, + "Albumin_Level": 4.427227812, + "Alkaline_Phosphatase_Level": 51.29843262, + "Alanine_Aminotransferase_Level": 11.33887248, + "Aspartate_Aminotransferase_Level": 30.30304598, + "Creatinine_Level": 0.763520838, + "LDH_Level": 112.033523, + "Calcium_Level": 8.864795265, + "Phosphorus_Level": 3.50174325, + "Glucose_Level": 79.2843146, + 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"Alanine_Aminotransferase_Level": 17.95761601, + "Aspartate_Aminotransferase_Level": 25.56955847, + "Creatinine_Level": 0.923594614, + "LDH_Level": 218.5238019, + "Calcium_Level": 9.151300595, + "Phosphorus_Level": 3.632160757, + "Glucose_Level": 116.2611359, + "Potassium_Level": 3.893959016, + "Sodium_Level": 141.9205912, + "Smoking_Pack_Years": 56.19543956 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.47427135, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.65963759, + "White_Blood_Cell_Count": 9.05834202, + "Platelet_Count": 202.7469145, + "Albumin_Level": 4.31499948, + "Alkaline_Phosphatase_Level": 109.9132811, + "Alanine_Aminotransferase_Level": 30.8312339, + "Aspartate_Aminotransferase_Level": 44.71339658, + "Creatinine_Level": 0.950724537, + "LDH_Level": 178.8365881, + "Calcium_Level": 8.45791721, + "Phosphorus_Level": 4.397263191, + "Glucose_Level": 79.53965527, + "Potassium_Level": 3.96733958, + "Sodium_Level": 144.2473823, + "Smoking_Pack_Years": 0.102756832 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.22572601, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.69372815, + "White_Blood_Cell_Count": 5.101506204, + "Platelet_Count": 418.2362152, + "Albumin_Level": 3.306911585, + "Alkaline_Phosphatase_Level": 105.5859661, + "Alanine_Aminotransferase_Level": 16.95076098, + "Aspartate_Aminotransferase_Level": 26.41083561, + "Creatinine_Level": 1.249851962, + "LDH_Level": 131.384032, + "Calcium_Level": 8.316096403, + "Phosphorus_Level": 3.727095354, + "Glucose_Level": 102.3568944, + "Potassium_Level": 4.989977351, + "Sodium_Level": 140.1372245, + "Smoking_Pack_Years": 97.82301304 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.23836587, + "White_Blood_Cell_Count": 3.746515003, + "Platelet_Count": 202.8336669, + "Albumin_Level": 4.720912991, + "Alkaline_Phosphatase_Level": 63.32974699, + "Alanine_Aminotransferase_Level": 12.1964251, + "Aspartate_Aminotransferase_Level": 40.20044383, + "Creatinine_Level": 0.554277647, + "LDH_Level": 149.3942061, + "Calcium_Level": 8.207338169, + "Phosphorus_Level": 2.855556302, + "Glucose_Level": 90.09210886, + "Potassium_Level": 4.079747616, + "Sodium_Level": 142.4894073, + "Smoking_Pack_Years": 84.91539384 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.49332728, + "Phosphorus_Level": 2.500132, + "Glucose_Level": 85.04792953, + "Potassium_Level": 3.922970192, + "Sodium_Level": 135.9531595, + "Smoking_Pack_Years": 5.051868671 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.9987925, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.69509293, + "White_Blood_Cell_Count": 8.487977022, + "Platelet_Count": 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109.5151476, + "Calcium_Level": 10.3612082, + "Phosphorus_Level": 3.090991171, + "Glucose_Level": 112.3945759, + "Potassium_Level": 4.152445947, + "Sodium_Level": 143.8612729, + "Smoking_Pack_Years": 6.199790923 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.32194061, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.15127907, + "White_Blood_Cell_Count": 6.923542035, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.78209071, + "White_Blood_Cell_Count": 9.662618813, + "Platelet_Count": 376.8290425, + "Albumin_Level": 3.975051674, + "Alkaline_Phosphatase_Level": 37.53302852, + "Alanine_Aminotransferase_Level": 14.16518394, + "Aspartate_Aminotransferase_Level": 25.57703892, + "Creatinine_Level": 0.853295159, + "LDH_Level": 162.1261445, + "Calcium_Level": 9.381393415, + "Phosphorus_Level": 3.705872102, + "Glucose_Level": 137.654103, + "Potassium_Level": 3.688928345, + "Sodium_Level": 136.7752688, + "Smoking_Pack_Years": 24.55449842 + }, + { + "Age": 74, + "Gender": "Male", 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.75040075, + "White_Blood_Cell_Count": 5.880919314, + "Platelet_Count": 309.6110742, + "Albumin_Level": 3.987569739, + "Alkaline_Phosphatase_Level": 34.97574312, + "Alanine_Aminotransferase_Level": 20.29801493, + "Aspartate_Aminotransferase_Level": 42.5491151, + "Creatinine_Level": 0.649288813, + "LDH_Level": 200.2033568, + "Calcium_Level": 9.255348641, + "Phosphorus_Level": 3.293109243, + "Glucose_Level": 104.4801807, + "Potassium_Level": 4.191600548, + "Sodium_Level": 137.8864893, + "Smoking_Pack_Years": 63.2244313 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.32812645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.01472336, + "White_Blood_Cell_Count": 8.200184916, + "Platelet_Count": 303.8964817, + "Albumin_Level": 4.753859332, + "Alkaline_Phosphatase_Level": 52.21091955, + "Alanine_Aminotransferase_Level": 37.01391676, + "Aspartate_Aminotransferase_Level": 27.32697204, + "Creatinine_Level": 0.709354729, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.8752092, + "White_Blood_Cell_Count": 5.117087671, + "Platelet_Count": 158.1313236, + "Albumin_Level": 3.776209068, + "Alkaline_Phosphatase_Level": 42.68987465, + "Alanine_Aminotransferase_Level": 38.61635131, + "Aspartate_Aminotransferase_Level": 28.96781468, + "Creatinine_Level": 1.385956596, + "LDH_Level": 212.4936262, + "Calcium_Level": 9.876818859, + "Phosphorus_Level": 4.513835204, + "Glucose_Level": 94.71193226, + "Potassium_Level": 4.464464224, + "Sodium_Level": 140.4641419, + "Smoking_Pack_Years": 18.75928523 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.51554465, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.20252669, + "White_Blood_Cell_Count": 7.609362034, + "Platelet_Count": 164.1424632, + "Albumin_Level": 3.881574369, + "Alkaline_Phosphatase_Level": 102.5895547, + "Alanine_Aminotransferase_Level": 11.06599171, + "Aspartate_Aminotransferase_Level": 44.43353942, + "Creatinine_Level": 1.034794976, + "LDH_Level": 171.4697996, + "Calcium_Level": 10.03992381, + "Phosphorus_Level": 3.369766073, + "Glucose_Level": 123.6514052, + "Potassium_Level": 3.903918409, + "Sodium_Level": 144.0169799, + "Smoking_Pack_Years": 71.56268534 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.11286819, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.64517044, + "White_Blood_Cell_Count": 5.201381843, + "Platelet_Count": 338.9907309, + "Albumin_Level": 4.413830359, + "Alkaline_Phosphatase_Level": 86.31074155, + "Alanine_Aminotransferase_Level": 16.15058921, + "Aspartate_Aminotransferase_Level": 38.20875938, + "Creatinine_Level": 1.03867631, + "LDH_Level": 104.5423133, + "Calcium_Level": 8.326568698, + "Phosphorus_Level": 3.364475618, + "Glucose_Level": 140.165314, + "Potassium_Level": 4.116405417, + "Sodium_Level": 143.2492467, + "Smoking_Pack_Years": 26.47646714 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.77311954, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.71274556, + "White_Blood_Cell_Count": 4.908071422, + "Platelet_Count": 408.0141499, + "Albumin_Level": 3.182222761, + "Alkaline_Phosphatase_Level": 78.63919608, + "Alanine_Aminotransferase_Level": 15.4165023, + "Aspartate_Aminotransferase_Level": 29.90167243, + "Creatinine_Level": 1.048044116, + "LDH_Level": 178.6248814, + "Calcium_Level": 10.21832512, + "Phosphorus_Level": 3.503421344, + "Glucose_Level": 110.8337102, + "Potassium_Level": 4.928946229, + "Sodium_Level": 137.7664453, + "Smoking_Pack_Years": 17.63493728 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.90020468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.26913466, + "White_Blood_Cell_Count": 5.263625101, + "Platelet_Count": 252.3269197, + "Albumin_Level": 3.227973039, + "Alkaline_Phosphatase_Level": 103.5268495, + "Alanine_Aminotransferase_Level": 8.672523939, + "Aspartate_Aminotransferase_Level": 49.3492635, + "Creatinine_Level": 0.822316761, + "LDH_Level": 241.1376001, + "Calcium_Level": 10.47746239, + "Phosphorus_Level": 3.695470157, + "Glucose_Level": 133.7245105, + "Potassium_Level": 4.383763895, + "Sodium_Level": 136.7663326, + "Smoking_Pack_Years": 75.25036132 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.00034311, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.11543722, + "White_Blood_Cell_Count": 7.80308354, + "Platelet_Count": 405.5254296, + "Albumin_Level": 3.321930276, + "Alkaline_Phosphatase_Level": 97.3439648, + "Alanine_Aminotransferase_Level": 22.08426328, + "Aspartate_Aminotransferase_Level": 27.82027481, + "Creatinine_Level": 1.053248343, + "LDH_Level": 173.6019748, + "Calcium_Level": 8.201377299, + "Phosphorus_Level": 3.347138041, + "Glucose_Level": 85.93803475, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.26295635, + "White_Blood_Cell_Count": 3.844784825, + "Platelet_Count": 446.3648121, + "Albumin_Level": 3.008122076, + "Alkaline_Phosphatase_Level": 95.29490864, + "Alanine_Aminotransferase_Level": 9.963533701, + "Aspartate_Aminotransferase_Level": 41.74740178, + "Creatinine_Level": 1.16815311, + "LDH_Level": 186.99309, + "Calcium_Level": 8.915629578, + "Phosphorus_Level": 4.539616287, + "Glucose_Level": 120.5920439, + "Potassium_Level": 4.414407988, + "Sodium_Level": 139.7134803, + "Smoking_Pack_Years": 7.126619277 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.94803398, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.34017023, + "White_Blood_Cell_Count": 3.766052543, + "Platelet_Count": 263.2739564, + "Albumin_Level": 4.656476316, + "Alkaline_Phosphatase_Level": 107.9155839, + "Alanine_Aminotransferase_Level": 5.78764847, + "Aspartate_Aminotransferase_Level": 11.88810717, + "Creatinine_Level": 1.175247549, + "LDH_Level": 199.491383, + "Calcium_Level": 10.33860596, + "Phosphorus_Level": 4.013006435, + "Glucose_Level": 75.01625498, + "Potassium_Level": 4.804593586, + "Sodium_Level": 144.9054304, + "Smoking_Pack_Years": 64.49236775 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.97070874, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.52046312, + "White_Blood_Cell_Count": 3.710001681, + "Platelet_Count": 370.7442789, + "Albumin_Level": 4.436754809, + "Alkaline_Phosphatase_Level": 106.6556353, + "Alanine_Aminotransferase_Level": 19.56692456, + "Aspartate_Aminotransferase_Level": 31.20921368, + "Creatinine_Level": 1.446478345, + "LDH_Level": 121.0273343, + "Calcium_Level": 8.302904925, + "Phosphorus_Level": 4.445882571, + "Glucose_Level": 87.65383909, + "Potassium_Level": 3.520887779, + "Sodium_Level": 142.7990152, + "Smoking_Pack_Years": 7.086008215 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.97882114, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.93827512, + "White_Blood_Cell_Count": 6.126110783, + "Platelet_Count": 186.6928155, + "Albumin_Level": 4.974664014, + "Alkaline_Phosphatase_Level": 64.28514296, + "Alanine_Aminotransferase_Level": 27.72940456, + "Aspartate_Aminotransferase_Level": 27.89225033, + "Creatinine_Level": 1.469491578, + "LDH_Level": 136.9341498, + "Calcium_Level": 9.32141408, + "Phosphorus_Level": 2.69115484, + "Glucose_Level": 120.7316107, + "Potassium_Level": 4.892967574, + "Sodium_Level": 142.9862466, + "Smoking_Pack_Years": 59.8006412 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.46817258, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.40665276, + "White_Blood_Cell_Count": 7.394009178, + "Platelet_Count": 168.8743766, + "Albumin_Level": 4.671916502, + "Alkaline_Phosphatase_Level": 78.70438426, + "Alanine_Aminotransferase_Level": 16.6805619, + "Aspartate_Aminotransferase_Level": 49.06964113, + "Creatinine_Level": 0.670194013, + "LDH_Level": 103.7715383, + "Calcium_Level": 10.36755632, + "Phosphorus_Level": 2.510180803, + "Glucose_Level": 141.1397255, + "Potassium_Level": 4.145280298, + "Sodium_Level": 138.7214556, + "Smoking_Pack_Years": 8.714867511 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.98449816, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 82.10730388, + "Alanine_Aminotransferase_Level": 5.350252499, + "Aspartate_Aminotransferase_Level": 15.85095923, + "Creatinine_Level": 1.065803633, + "LDH_Level": 227.7780278, + "Calcium_Level": 10.07855933, + "Phosphorus_Level": 4.523346744, + "Glucose_Level": 101.8808925, + "Potassium_Level": 4.718570744, + "Sodium_Level": 139.2807315, + "Smoking_Pack_Years": 7.887200727 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.84429503, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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10.3319851, + "Phosphorus_Level": 4.674714954, + "Glucose_Level": 138.2644847, + "Potassium_Level": 4.215519396, + "Sodium_Level": 137.3282148, + "Smoking_Pack_Years": 44.29373213 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.0148068, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.14088614, + "White_Blood_Cell_Count": 6.307895577, + "Platelet_Count": 376.6278343, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.26187553, + "White_Blood_Cell_Count": 5.171245482, + "Platelet_Count": 301.4688655, + "Albumin_Level": 3.281451025, + "Alkaline_Phosphatase_Level": 100.4996263, + "Alanine_Aminotransferase_Level": 7.806556177, + "Aspartate_Aminotransferase_Level": 49.359834, + "Creatinine_Level": 0.61759962, + "LDH_Level": 157.8518078, + "Calcium_Level": 8.71431119, + "Phosphorus_Level": 2.972518378, + "Glucose_Level": 83.54287181, + "Potassium_Level": 4.556619062, + "Sodium_Level": 137.5100509, + "Smoking_Pack_Years": 56.73865055 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.88427254, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.12408922, + "White_Blood_Cell_Count": 9.922110343, + "Platelet_Count": 276.0129741, + "Albumin_Level": 3.038889407, + "Alkaline_Phosphatase_Level": 118.982063, + "Alanine_Aminotransferase_Level": 10.78925957, + "Aspartate_Aminotransferase_Level": 39.74194741, + "Creatinine_Level": 0.636015096, + "LDH_Level": 223.6676041, + "Calcium_Level": 9.1558135, + "Phosphorus_Level": 3.997200536, + "Glucose_Level": 83.25688483, + "Potassium_Level": 3.929094103, + "Sodium_Level": 138.2737119, + "Smoking_Pack_Years": 97.44555294 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.14504477, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.85840723, + "White_Blood_Cell_Count": 3.918324784, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.99313348, + "White_Blood_Cell_Count": 4.159267024, + "Platelet_Count": 359.4967634, + "Albumin_Level": 4.703582258, + "Alkaline_Phosphatase_Level": 118.8629146, + "Alanine_Aminotransferase_Level": 22.04465277, + "Aspartate_Aminotransferase_Level": 16.72666542, + "Creatinine_Level": 0.563351423, + "LDH_Level": 161.3427436, + "Calcium_Level": 9.529039053, + "Phosphorus_Level": 3.921124367, + "Glucose_Level": 127.9577083, + "Potassium_Level": 3.638109151, + "Sodium_Level": 139.9405657, + "Smoking_Pack_Years": 86.18624824 + }, + { + "Age": 56, + "Gender": 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201.1836964, + "Calcium_Level": 9.295899987, + "Phosphorus_Level": 4.793061796, + "Glucose_Level": 138.9082123, + "Potassium_Level": 3.596066246, + "Sodium_Level": 142.2221165, + "Smoking_Pack_Years": 67.29148405 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.94568672, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.38744653, + "White_Blood_Cell_Count": 8.441860232, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.37334177, + "White_Blood_Cell_Count": 4.410763591, + "Platelet_Count": 249.4066497, + "Albumin_Level": 3.484680356, + "Alkaline_Phosphatase_Level": 84.56212935, + "Alanine_Aminotransferase_Level": 11.36356689, + "Aspartate_Aminotransferase_Level": 31.71507351, + "Creatinine_Level": 0.753337335, + "LDH_Level": 201.6701979, + "Calcium_Level": 8.031325383, + "Phosphorus_Level": 2.728613754, + "Glucose_Level": 92.54403333, + "Potassium_Level": 4.582555319, + "Sodium_Level": 136.9130461, + "Smoking_Pack_Years": 3.523546838 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.30368049, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.38422456, + "White_Blood_Cell_Count": 5.806896497, + "Platelet_Count": 322.1982038, + "Albumin_Level": 4.039681615, + "Alkaline_Phosphatase_Level": 70.14649038, + "Alanine_Aminotransferase_Level": 8.418144256, + "Aspartate_Aminotransferase_Level": 24.88547058, + "Creatinine_Level": 1.343192225, + "LDH_Level": 243.2548052, + "Calcium_Level": 9.819913949, + "Phosphorus_Level": 3.121108232, + "Glucose_Level": 78.4258803, + "Potassium_Level": 4.966487982, + "Sodium_Level": 144.8195737, + "Smoking_Pack_Years": 87.36529879 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.76748556, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 85.94481241 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.46906877, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.55294703, + "White_Blood_Cell_Count": 4.824628039, + "Platelet_Count": 355.4805182, + "Albumin_Level": 3.883270057, + "Alkaline_Phosphatase_Level": 109.1365467, + "Alanine_Aminotransferase_Level": 27.2125466, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.72384638, + "White_Blood_Cell_Count": 8.578455067, + "Platelet_Count": 219.5520341, + "Albumin_Level": 3.372251275, + "Alkaline_Phosphatase_Level": 91.63781406, + "Alanine_Aminotransferase_Level": 13.82979306, + "Aspartate_Aminotransferase_Level": 37.98195682, + "Creatinine_Level": 1.357351168, + "LDH_Level": 114.1918853, + "Calcium_Level": 9.007160178, + "Phosphorus_Level": 3.165663168, + "Glucose_Level": 141.3446152, + "Potassium_Level": 4.788030368, + "Sodium_Level": 141.6596671, + "Smoking_Pack_Years": 71.47997627 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.20137482, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.72343204, + "White_Blood_Cell_Count": 9.680251053, + "Platelet_Count": 378.7631236, + "Albumin_Level": 4.288030527, + "Alkaline_Phosphatase_Level": 33.42757425, + "Alanine_Aminotransferase_Level": 12.23608516, + "Aspartate_Aminotransferase_Level": 30.83459283, + "Creatinine_Level": 0.807773769, + "LDH_Level": 138.2724769, + "Calcium_Level": 10.1852307, + "Phosphorus_Level": 3.491326198, + "Glucose_Level": 96.39256952, + "Potassium_Level": 4.49793951, + "Sodium_Level": 138.7846658, + "Smoking_Pack_Years": 84.00376136 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.57168949, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.92296072, + "White_Blood_Cell_Count": 8.452900664, + "Platelet_Count": 294.7214689, + "Albumin_Level": 4.393764926, + "Alkaline_Phosphatase_Level": 32.03723343, + "Alanine_Aminotransferase_Level": 35.16838019, + "Aspartate_Aminotransferase_Level": 29.92476271, + "Creatinine_Level": 1.382143204, + "LDH_Level": 138.0584828, + "Calcium_Level": 9.692493402, + "Phosphorus_Level": 2.536682002, + "Glucose_Level": 146.449525, + "Potassium_Level": 4.126028183, + "Sodium_Level": 136.1587839, + "Smoking_Pack_Years": 9.108663065 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.23714617, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.5918648, + "White_Blood_Cell_Count": 5.871897118, + "Platelet_Count": 168.0593777, + "Albumin_Level": 4.673162087, + "Alkaline_Phosphatase_Level": 83.48417144, + "Alanine_Aminotransferase_Level": 24.48591401, + "Aspartate_Aminotransferase_Level": 31.66412378, + "Creatinine_Level": 1.241636104, + "LDH_Level": 171.3118296, + "Calcium_Level": 8.408695417, + "Phosphorus_Level": 4.671727676, + "Glucose_Level": 135.4121491, + "Potassium_Level": 4.169881481, + "Sodium_Level": 141.0457943, + "Smoking_Pack_Years": 54.18610585 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.65806999, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.78081152, + "White_Blood_Cell_Count": 8.803914545, + "Platelet_Count": 272.403009, + "Albumin_Level": 3.569366915, + "Alkaline_Phosphatase_Level": 74.48198631, + "Alanine_Aminotransferase_Level": 7.73172226, + "Aspartate_Aminotransferase_Level": 11.50230244, + "Creatinine_Level": 0.565820398, + "LDH_Level": 204.0007731, + "Calcium_Level": 9.398684644, + "Phosphorus_Level": 2.87430856, + "Glucose_Level": 93.4168362, + "Potassium_Level": 4.67656503, + "Sodium_Level": 140.9016274, + "Smoking_Pack_Years": 35.88910672 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.05905724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.40510061, + "White_Blood_Cell_Count": 6.114427809, + "Platelet_Count": 366.6654641, + "Albumin_Level": 3.577833695, + "Alkaline_Phosphatase_Level": 66.24988302, + "Alanine_Aminotransferase_Level": 19.23433525, + "Aspartate_Aminotransferase_Level": 27.84170415, + "Creatinine_Level": 1.081173994, + "LDH_Level": 214.0725994, + "Calcium_Level": 9.941771258, + "Phosphorus_Level": 4.618215793, + "Glucose_Level": 140.9085477, + 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173, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.43110306, + "White_Blood_Cell_Count": 7.174143952, + "Platelet_Count": 275.2407092, + "Albumin_Level": 4.755995103, + "Alkaline_Phosphatase_Level": 37.01944847, + "Alanine_Aminotransferase_Level": 12.28591311, + "Aspartate_Aminotransferase_Level": 39.27456915, + "Creatinine_Level": 1.12477789, + "LDH_Level": 166.2041377, + "Calcium_Level": 9.865609599, + "Phosphorus_Level": 2.555750201, + "Glucose_Level": 127.3789492, + "Potassium_Level": 4.077763266, + "Sodium_Level": 143.650483, + "Smoking_Pack_Years": 10.13661054 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.5731033, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.96123223, + "White_Blood_Cell_Count": 7.197003365, + "Platelet_Count": 300.4413853, + "Albumin_Level": 3.060135203, + "Alkaline_Phosphatase_Level": 73.71945702, + "Alanine_Aminotransferase_Level": 16.35214091, + "Aspartate_Aminotransferase_Level": 23.32022418, + "Creatinine_Level": 0.620602581, + "LDH_Level": 185.5124559, + "Calcium_Level": 9.945581309, + "Phosphorus_Level": 2.82074374, + "Glucose_Level": 141.6416768, + "Potassium_Level": 3.77865303, + "Sodium_Level": 136.4988728, + "Smoking_Pack_Years": 68.55537411 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.82278161, + "Tumor_Location": 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"Glucose_Level": 85.78517434, + "Potassium_Level": 4.117599185, + "Sodium_Level": 136.4852538, + "Smoking_Pack_Years": 92.76217163 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.9647853, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.70222152, + "White_Blood_Cell_Count": 5.214730917, + "Platelet_Count": 265.3721433, + "Albumin_Level": 3.194391905, + "Alkaline_Phosphatase_Level": 89.31916057, + "Alanine_Aminotransferase_Level": 30.08126041, + "Aspartate_Aminotransferase_Level": 48.40887091, + "Creatinine_Level": 1.167447512, + "LDH_Level": 144.7734875, + "Calcium_Level": 10.45827998, + "Phosphorus_Level": 4.335612588, + "Glucose_Level": 121.6472846, + "Potassium_Level": 3.823801346, + "Sodium_Level": 140.3200682, + "Smoking_Pack_Years": 8.840762355 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.0638941, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.28870872, + "White_Blood_Cell_Count": 8.410095456, + "Platelet_Count": 361.4630452, + "Albumin_Level": 4.27890957, + "Alkaline_Phosphatase_Level": 57.15625454, + "Alanine_Aminotransferase_Level": 28.45513867, + "Aspartate_Aminotransferase_Level": 38.4478041, + "Creatinine_Level": 0.828081832, + "LDH_Level": 248.2818492, + "Calcium_Level": 8.948770805, + "Phosphorus_Level": 3.305236197, + "Glucose_Level": 121.3942747, + "Potassium_Level": 3.583202444, + "Sodium_Level": 137.3954947, + "Smoking_Pack_Years": 94.97145891 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 98.07162897, + "Alanine_Aminotransferase_Level": 10.59541163, + "Aspartate_Aminotransferase_Level": 36.63072929, + "Creatinine_Level": 0.85869787, + "LDH_Level": 186.8456946, + "Calcium_Level": 8.198851533, + "Phosphorus_Level": 2.693531893, + "Glucose_Level": 144.8651307, + "Potassium_Level": 4.670668472, + "Sodium_Level": 141.66315, + "Smoking_Pack_Years": 2.033191422 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.59940656, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.85593141, + "White_Blood_Cell_Count": 8.082030178, + "Platelet_Count": 251.7944782, + "Albumin_Level": 4.153722239, + "Alkaline_Phosphatase_Level": 84.41384246, + "Alanine_Aminotransferase_Level": 38.06115423, + "Aspartate_Aminotransferase_Level": 17.47265624, + "Creatinine_Level": 1.176567307, + "LDH_Level": 110.4948477, + "Calcium_Level": 10.47279284, + "Phosphorus_Level": 3.663224346, + "Glucose_Level": 130.0235028, + "Potassium_Level": 3.805233514, + "Sodium_Level": 137.4396766, + "Smoking_Pack_Years": 91.29233807 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": 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120.3265648, + "Calcium_Level": 8.510111166, + "Phosphorus_Level": 4.016063242, + "Glucose_Level": 119.9863178, + "Potassium_Level": 4.960919303, + "Sodium_Level": 144.1848246, + "Smoking_Pack_Years": 48.15806109 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.17751732, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.42756776, + "White_Blood_Cell_Count": 5.73377583, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.14772613, + "White_Blood_Cell_Count": 7.367899295, + "Platelet_Count": 176.5010014, + "Albumin_Level": 3.646117879, + "Alkaline_Phosphatase_Level": 52.89515144, + "Alanine_Aminotransferase_Level": 6.416238597, + "Aspartate_Aminotransferase_Level": 17.68007116, + "Creatinine_Level": 1.471782775, + "LDH_Level": 214.4125938, + "Calcium_Level": 9.888554387, + "Phosphorus_Level": 3.271160915, + "Glucose_Level": 117.5920142, + "Potassium_Level": 4.437999823, + "Sodium_Level": 135.8615624, + "Smoking_Pack_Years": 20.98601634 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.82024806, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.19396341, + "White_Blood_Cell_Count": 7.906204953, + "Platelet_Count": 413.5669072, + "Albumin_Level": 4.593756027, + "Alkaline_Phosphatase_Level": 69.36907972, + "Alanine_Aminotransferase_Level": 27.98724764, + "Aspartate_Aminotransferase_Level": 36.77048978, + "Creatinine_Level": 1.019945497, + "LDH_Level": 146.1248777, + "Calcium_Level": 9.169484461, + "Phosphorus_Level": 2.656873609, + "Glucose_Level": 71.27465087, + "Potassium_Level": 3.710334933, + 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"Aspartate_Aminotransferase_Level": 28.37802376, + "Creatinine_Level": 1.128189182, + "LDH_Level": 123.9002299, + "Calcium_Level": 9.103439105, + "Phosphorus_Level": 4.99237516, + "Glucose_Level": 138.3354535, + "Potassium_Level": 3.530661793, + "Sodium_Level": 137.0226432, + "Smoking_Pack_Years": 33.37322261 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.1209262, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.07223908, + "White_Blood_Cell_Count": 8.674342179, + "Platelet_Count": 314.4573213, + "Albumin_Level": 4.747832283, + "Alkaline_Phosphatase_Level": 70.90591531, + "Alanine_Aminotransferase_Level": 39.05450827, + "Aspartate_Aminotransferase_Level": 37.03843867, + "Creatinine_Level": 0.870536919, + "LDH_Level": 174.2905659, + "Calcium_Level": 8.92519798, + "Phosphorus_Level": 3.130465036, + "Glucose_Level": 85.55953469, + "Potassium_Level": 4.383468116, + "Sodium_Level": 139.4949498, + "Smoking_Pack_Years": 84.10048415 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.55963131, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.79567175, + "White_Blood_Cell_Count": 5.809393249, + "Platelet_Count": 384.8095144, + "Albumin_Level": 4.473679881, + "Alkaline_Phosphatase_Level": 102.1492133, + "Alanine_Aminotransferase_Level": 39.25741828, + "Aspartate_Aminotransferase_Level": 30.48539807, + "Creatinine_Level": 0.526707183, + "LDH_Level": 163.7996144, + "Calcium_Level": 10.27054918, + "Phosphorus_Level": 4.608307996, + "Glucose_Level": 103.7389288, + "Potassium_Level": 3.85431438, + "Sodium_Level": 141.2068197, + "Smoking_Pack_Years": 10.29364508 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.90642804, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.83014685, + "White_Blood_Cell_Count": 3.679713455, + "Platelet_Count": 326.0843592, + "Albumin_Level": 4.975743544, + "Alkaline_Phosphatase_Level": 55.95270779, + "Alanine_Aminotransferase_Level": 29.82944969, + "Aspartate_Aminotransferase_Level": 17.99232795, + "Creatinine_Level": 0.585523395, + "LDH_Level": 214.0806797, + "Calcium_Level": 8.060636963, + "Phosphorus_Level": 4.00024021, + "Glucose_Level": 95.34608086, + "Potassium_Level": 4.880554386, + "Sodium_Level": 141.7896375, + "Smoking_Pack_Years": 48.35682987 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.86591852, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.83330779, + "White_Blood_Cell_Count": 7.760456893, + "Platelet_Count": 353.9315713, + "Albumin_Level": 4.791938911, + "Alkaline_Phosphatase_Level": 96.43002387, + "Alanine_Aminotransferase_Level": 13.9252055, + "Aspartate_Aminotransferase_Level": 44.80556972, + "Creatinine_Level": 1.124289222, + "LDH_Level": 122.866326, + "Calcium_Level": 8.821314517, + "Phosphorus_Level": 4.926264791, + "Glucose_Level": 128.2844742, + "Potassium_Level": 4.520268469, + "Sodium_Level": 142.4266137, + "Smoking_Pack_Years": 17.49550567 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.92327329, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.85124966, + "White_Blood_Cell_Count": 4.305178944, + "Platelet_Count": 271.200489, + "Albumin_Level": 3.580842769, + "Alkaline_Phosphatase_Level": 78.46413459, + "Alanine_Aminotransferase_Level": 34.25918165, + "Aspartate_Aminotransferase_Level": 40.23653534, + "Creatinine_Level": 0.575811954, + "LDH_Level": 151.4607534, + "Calcium_Level": 9.03121147, + "Phosphorus_Level": 4.267362182, + "Glucose_Level": 105.8418047, + "Potassium_Level": 4.806489624, + "Sodium_Level": 135.1931846, + "Smoking_Pack_Years": 51.9014397 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.74811506, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.62930526, + "White_Blood_Cell_Count": 7.021528025, + "Platelet_Count": 165.7895394, + "Albumin_Level": 4.55101336, + "Alkaline_Phosphatase_Level": 35.25665718, + "Alanine_Aminotransferase_Level": 17.46414944, + "Aspartate_Aminotransferase_Level": 25.00705153, + "Creatinine_Level": 1.335661312, + "LDH_Level": 156.7596644, + "Calcium_Level": 10.37367012, + "Phosphorus_Level": 4.860518892, + "Glucose_Level": 117.4078956, + "Potassium_Level": 3.898071027, + "Sodium_Level": 137.9434436, + "Smoking_Pack_Years": 16.27828699 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.355887, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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3.897869281, + "Sodium_Level": 136.1401657, + "Smoking_Pack_Years": 38.09229663 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.11356034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.71212946, + "White_Blood_Cell_Count": 5.010585634, + "Platelet_Count": 311.6394631, + "Albumin_Level": 4.731695771, + "Alkaline_Phosphatase_Level": 40.89632074, + "Alanine_Aminotransferase_Level": 22.33640631, + "Aspartate_Aminotransferase_Level": 41.49132048, + "Creatinine_Level": 1.461637139, + "LDH_Level": 185.0646076, + "Calcium_Level": 10.17940026, + "Phosphorus_Level": 4.327738707, + "Glucose_Level": 116.3114194, + "Potassium_Level": 3.928434034, + "Sodium_Level": 143.5291379, + "Smoking_Pack_Years": 98.1317507 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.98307486, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.03251754, + "White_Blood_Cell_Count": 5.252302093, + "Platelet_Count": 391.3686558, + "Albumin_Level": 3.790851241, + "Alkaline_Phosphatase_Level": 60.71890246, + "Alanine_Aminotransferase_Level": 16.44962948, + "Aspartate_Aminotransferase_Level": 26.33106208, + "Creatinine_Level": 1.109602183, + "LDH_Level": 121.5627174, + "Calcium_Level": 8.188283108, + "Phosphorus_Level": 4.675985189, + "Glucose_Level": 97.8757116, + "Potassium_Level": 4.611840712, + "Sodium_Level": 141.94519, + "Smoking_Pack_Years": 74.84796154 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.81871996, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.71623977, + "White_Blood_Cell_Count": 5.057470822, + "Platelet_Count": 433.8373428, + "Albumin_Level": 3.161405055, + "Alkaline_Phosphatase_Level": 48.22128395, + "Alanine_Aminotransferase_Level": 23.08559844, + "Aspartate_Aminotransferase_Level": 35.05790072, + "Creatinine_Level": 0.611219273, + "LDH_Level": 189.1099593, + "Calcium_Level": 8.061744037, + "Phosphorus_Level": 3.883943232, + "Glucose_Level": 104.7707826, + "Potassium_Level": 3.526906989, + "Sodium_Level": 136.3821068, + "Smoking_Pack_Years": 93.49808619 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.7146617, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 13.40860394, + "Aspartate_Aminotransferase_Level": 12.24719816, + "Creatinine_Level": 0.523840925, + "LDH_Level": 134.1277893, + "Calcium_Level": 9.049897748, + "Phosphorus_Level": 4.411785933, + "Glucose_Level": 113.6492363, + "Potassium_Level": 3.793064178, + "Sodium_Level": 140.1007149, + "Smoking_Pack_Years": 23.90752659 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.24317423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.44362389, + "White_Blood_Cell_Count": 8.273247148, + "Platelet_Count": 345.6823403, + "Albumin_Level": 3.530020562, + "Alkaline_Phosphatase_Level": 44.81293556, + "Alanine_Aminotransferase_Level": 22.318262, + "Aspartate_Aminotransferase_Level": 45.08034404, + "Creatinine_Level": 1.141309106, + "LDH_Level": 208.2026059, + "Calcium_Level": 10.40061193, + "Phosphorus_Level": 3.418656211, + "Glucose_Level": 129.0891261, + "Potassium_Level": 3.747666505, + "Sodium_Level": 143.2313805, + "Smoking_Pack_Years": 35.23950262 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.14423196, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.74039484, + "White_Blood_Cell_Count": 8.207656369, + "Platelet_Count": 247.3007138, + "Albumin_Level": 3.803526058, + "Alkaline_Phosphatase_Level": 73.77420096, + "Alanine_Aminotransferase_Level": 17.66238885, + "Aspartate_Aminotransferase_Level": 21.03809118, + "Creatinine_Level": 1.221643867, + "LDH_Level": 241.3816648, + "Calcium_Level": 8.171406716, + "Phosphorus_Level": 2.64129527, + "Glucose_Level": 148.1282814, + "Potassium_Level": 3.631500188, + "Sodium_Level": 143.6853504, + "Smoking_Pack_Years": 18.77878914 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.659467, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.09434511, + "White_Blood_Cell_Count": 7.577939567, + "Platelet_Count": 422.5032818, + "Albumin_Level": 4.294741656, + "Alkaline_Phosphatase_Level": 116.1296036, + "Alanine_Aminotransferase_Level": 13.06782389, + "Aspartate_Aminotransferase_Level": 44.38075713, + "Creatinine_Level": 0.517816424, + "LDH_Level": 127.4751702, + "Calcium_Level": 9.895719266, + "Phosphorus_Level": 4.417885278, + "Glucose_Level": 104.6973667, + "Potassium_Level": 4.798772081, + "Sodium_Level": 144.6748678, + "Smoking_Pack_Years": 53.00554448 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.94248822, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.36317876, + "White_Blood_Cell_Count": 4.02216881, + "Platelet_Count": 433.095549, + "Albumin_Level": 4.802443062, + "Alkaline_Phosphatase_Level": 117.5090511, 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"Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.56097779, + "White_Blood_Cell_Count": 6.26040911, + "Platelet_Count": 378.7787589, + "Albumin_Level": 4.01637526, + "Alkaline_Phosphatase_Level": 77.09332675, + "Alanine_Aminotransferase_Level": 36.91665945, + "Aspartate_Aminotransferase_Level": 23.15607814, + "Creatinine_Level": 0.531066865, + "LDH_Level": 123.8221486, + "Calcium_Level": 8.93719742, + "Phosphorus_Level": 3.69411468, + "Glucose_Level": 79.70010399, + "Potassium_Level": 4.161888996, + "Sodium_Level": 144.294223, + "Smoking_Pack_Years": 90.19196739 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.46653867, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.614618, + "White_Blood_Cell_Count": 7.244190812, + "Platelet_Count": 238.6350424, + "Albumin_Level": 3.59280754, + "Alkaline_Phosphatase_Level": 69.45969302, + "Alanine_Aminotransferase_Level": 31.04844366, + "Aspartate_Aminotransferase_Level": 31.22810826, + "Creatinine_Level": 1.280546053, + "LDH_Level": 189.0473796, + "Calcium_Level": 8.569219991, + "Phosphorus_Level": 3.768738736, + "Glucose_Level": 92.00647528, + "Potassium_Level": 4.163961604, + "Sodium_Level": 143.7127048, + "Smoking_Pack_Years": 52.15927558 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.11816492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.61659205, + "White_Blood_Cell_Count": 6.436914402, + "Platelet_Count": 261.365474, + "Albumin_Level": 3.070515798, + "Alkaline_Phosphatase_Level": 92.39650743, + "Alanine_Aminotransferase_Level": 24.78155042, + "Aspartate_Aminotransferase_Level": 13.2688431, + "Creatinine_Level": 1.393553206, + "LDH_Level": 177.3632343, + "Calcium_Level": 8.573171617, + "Phosphorus_Level": 4.292724665, + "Glucose_Level": 145.5958785, + "Potassium_Level": 3.559147729, + "Sodium_Level": 135.2819507, + "Smoking_Pack_Years": 9.958945585 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.6266039, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.56357611, + "White_Blood_Cell_Count": 7.880822597, + "Platelet_Count": 272.8660033, + "Albumin_Level": 3.553457837, + "Alkaline_Phosphatase_Level": 56.21382705, + "Alanine_Aminotransferase_Level": 6.835055907, + "Aspartate_Aminotransferase_Level": 46.30263061, + "Creatinine_Level": 1.266897168, + "LDH_Level": 245.9021879, + "Calcium_Level": 10.48986009, + "Phosphorus_Level": 4.371948373, + "Glucose_Level": 72.55393418, + "Potassium_Level": 4.181024368, + "Sodium_Level": 143.4855799, + "Smoking_Pack_Years": 78.4098987 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.94377154, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.18674219, + "White_Blood_Cell_Count": 4.961332563, + "Platelet_Count": 246.2096889, + "Albumin_Level": 4.521511875, + "Alkaline_Phosphatase_Level": 103.0852605, + "Alanine_Aminotransferase_Level": 36.27787557, + "Aspartate_Aminotransferase_Level": 32.97408911, + "Creatinine_Level": 1.176429632, + "LDH_Level": 248.5777908, + "Calcium_Level": 9.178361907, + "Phosphorus_Level": 3.575987033, + "Glucose_Level": 142.2484747, + "Potassium_Level": 4.873439975, + "Sodium_Level": 142.7893859, + "Smoking_Pack_Years": 36.79861841 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.26046463, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.69445322, + "White_Blood_Cell_Count": 9.28142783, + "Platelet_Count": 223.925559, + "Albumin_Level": 3.737054391, + "Alkaline_Phosphatase_Level": 50.43812089, + "Alanine_Aminotransferase_Level": 15.40331728, + "Aspartate_Aminotransferase_Level": 11.12840868, + "Creatinine_Level": 1.340110368, + "LDH_Level": 204.5091429, + "Calcium_Level": 8.416430346, + "Phosphorus_Level": 4.527967182, + "Glucose_Level": 100.1289339, + "Potassium_Level": 4.187569468, + "Sodium_Level": 141.1576946, + "Smoking_Pack_Years": 98.5655118 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.04201567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.25981609, + "White_Blood_Cell_Count": 5.478441132, + "Platelet_Count": 366.3289877, + "Albumin_Level": 3.62034772, + "Alkaline_Phosphatase_Level": 100.4473379, + "Alanine_Aminotransferase_Level": 29.54519403, + "Aspartate_Aminotransferase_Level": 43.59010967, + "Creatinine_Level": 1.44500263, + "LDH_Level": 186.963877, + "Calcium_Level": 9.210480617, + "Phosphorus_Level": 4.211396089, + "Glucose_Level": 134.464537, + "Potassium_Level": 4.681142761, + "Sodium_Level": 138.9656548, + "Smoking_Pack_Years": 90.17575971 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.64176782, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.03753125, + "White_Blood_Cell_Count": 9.210703511, + "Platelet_Count": 218.8484322, + "Albumin_Level": 3.987762447, + "Alkaline_Phosphatase_Level": 76.80727876, + "Alanine_Aminotransferase_Level": 17.87880306, + "Aspartate_Aminotransferase_Level": 30.35521556, + "Creatinine_Level": 1.341490068, + "LDH_Level": 123.3722027, + "Calcium_Level": 8.143549116, + "Phosphorus_Level": 3.664281423, + "Glucose_Level": 87.73710962, + "Potassium_Level": 3.935940195, + "Sodium_Level": 139.0225486, + "Smoking_Pack_Years": 78.2991045 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.75495167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.03351633, + "White_Blood_Cell_Count": 6.295174734, + "Platelet_Count": 184.5548015, + "Albumin_Level": 3.363701883, + "Alkaline_Phosphatase_Level": 43.52695704, + "Alanine_Aminotransferase_Level": 36.49985269, + "Aspartate_Aminotransferase_Level": 21.53017811, + "Creatinine_Level": 0.97615927, + "LDH_Level": 178.077581, + "Calcium_Level": 8.587055842, + "Phosphorus_Level": 4.754809542, + "Glucose_Level": 125.3380587, + "Potassium_Level": 4.423314462, + "Sodium_Level": 138.8437575, + "Smoking_Pack_Years": 17.64978314 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.61803528, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.6231016, + "White_Blood_Cell_Count": 8.21793763, + "Platelet_Count": 412.1478159, + "Albumin_Level": 4.421257964, + "Alkaline_Phosphatase_Level": 39.28478768, + "Alanine_Aminotransferase_Level": 31.71033367, + "Aspartate_Aminotransferase_Level": 47.40141639, + "Creatinine_Level": 1.316872136, + "LDH_Level": 159.2168717, + "Calcium_Level": 8.861791734, + "Phosphorus_Level": 2.919832323, + "Glucose_Level": 124.4370699, + "Potassium_Level": 4.794048748, + "Sodium_Level": 142.2187439, + "Smoking_Pack_Years": 3.196993687 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.85321746, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.50815609, + "White_Blood_Cell_Count": 7.619699559, + "Platelet_Count": 449.2647842, + "Albumin_Level": 3.110198623, + "Alkaline_Phosphatase_Level": 77.52533278, + "Alanine_Aminotransferase_Level": 23.63372734, + "Aspartate_Aminotransferase_Level": 41.8873783, + "Creatinine_Level": 1.210017507, + "LDH_Level": 102.7882989, + "Calcium_Level": 10.3709561, + "Phosphorus_Level": 4.208498563, + "Glucose_Level": 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"Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.95591925, + "White_Blood_Cell_Count": 3.833747753, + "Platelet_Count": 307.1228125, + "Albumin_Level": 3.082886284, + "Alkaline_Phosphatase_Level": 82.22974696, + "Alanine_Aminotransferase_Level": 36.40177018, + "Aspartate_Aminotransferase_Level": 25.47888498, + "Creatinine_Level": 1.072199382, + "LDH_Level": 123.1404602, + "Calcium_Level": 9.811402611, + "Phosphorus_Level": 4.055390696, + "Glucose_Level": 113.2408143, + "Potassium_Level": 4.537611198, + "Sodium_Level": 144.9821641, + "Smoking_Pack_Years": 56.55799342 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.25860903, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.11101039, + "White_Blood_Cell_Count": 7.195191689, + "Platelet_Count": 292.9838431, + "Albumin_Level": 4.997619256, + "Alkaline_Phosphatase_Level": 75.80459538, + "Alanine_Aminotransferase_Level": 24.91016442, + "Aspartate_Aminotransferase_Level": 24.05469168, + "Creatinine_Level": 0.689274804, + "LDH_Level": 123.2391483, + "Calcium_Level": 10.19147562, + "Phosphorus_Level": 3.738874611, + "Glucose_Level": 91.12161912, + "Potassium_Level": 4.978914124, + "Sodium_Level": 136.5661359, + "Smoking_Pack_Years": 21.27619376 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.7158624, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.92311363, + "White_Blood_Cell_Count": 9.707048411, + "Platelet_Count": 279.4371527, + "Albumin_Level": 3.248894126, + "Alkaline_Phosphatase_Level": 116.4461203, + "Alanine_Aminotransferase_Level": 14.64294251, + "Aspartate_Aminotransferase_Level": 30.71365151, + "Creatinine_Level": 0.672567302, + "LDH_Level": 131.6273459, + "Calcium_Level": 10.3189264, + "Phosphorus_Level": 3.723371416, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.89038036, + "White_Blood_Cell_Count": 9.653908901, + "Platelet_Count": 213.3098931, + "Albumin_Level": 3.70868004, + "Alkaline_Phosphatase_Level": 48.79904784, + "Alanine_Aminotransferase_Level": 23.7258101, + "Aspartate_Aminotransferase_Level": 33.45213817, + "Creatinine_Level": 0.826962454, + "LDH_Level": 180.1610222, + "Calcium_Level": 9.132173876, + "Phosphorus_Level": 3.248183241, + "Glucose_Level": 89.99347307, + "Potassium_Level": 4.505039355, + "Sodium_Level": 144.4445741, + "Smoking_Pack_Years": 28.41855224 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.5946441, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.15260661, + "White_Blood_Cell_Count": 7.706758346, + "Platelet_Count": 257.4842794, + "Albumin_Level": 3.451218735, + "Alkaline_Phosphatase_Level": 101.3427666, + "Alanine_Aminotransferase_Level": 26.01297876, + "Aspartate_Aminotransferase_Level": 32.56079341, + "Creatinine_Level": 0.67598073, + "LDH_Level": 154.7058842, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.33720128, + "White_Blood_Cell_Count": 5.15895813, + "Platelet_Count": 184.0558913, + "Albumin_Level": 4.259620229, + "Alkaline_Phosphatase_Level": 98.92366251, + "Alanine_Aminotransferase_Level": 29.7719076, + "Aspartate_Aminotransferase_Level": 32.24861975, + "Creatinine_Level": 1.438827473, + "LDH_Level": 150.7692287, + "Calcium_Level": 10.09001521, + "Phosphorus_Level": 3.244277403, + "Glucose_Level": 92.57740298, + "Potassium_Level": 4.728119557, + "Sodium_Level": 141.0494604, + "Smoking_Pack_Years": 47.97369889 + }, + { + "Age": 38, + "Gender": 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185.3785694, + "Calcium_Level": 8.037351692, + "Phosphorus_Level": 4.652073503, + "Glucose_Level": 133.0944409, + "Potassium_Level": 3.572305215, + "Sodium_Level": 141.2282095, + "Smoking_Pack_Years": 98.78427003 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.48401053, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.37101192, + "White_Blood_Cell_Count": 8.437143392, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.67361816, + "White_Blood_Cell_Count": 4.877423747, + "Platelet_Count": 365.7768873, + "Albumin_Level": 3.109758443, + "Alkaline_Phosphatase_Level": 92.12180114, + "Alanine_Aminotransferase_Level": 9.62973016, + "Aspartate_Aminotransferase_Level": 11.40355659, + "Creatinine_Level": 1.30121801, + "LDH_Level": 241.5367209, + "Calcium_Level": 10.43760355, + "Phosphorus_Level": 3.73251638, + "Glucose_Level": 139.4508534, + "Potassium_Level": 4.763453455, + "Sodium_Level": 144.970645, + "Smoking_Pack_Years": 38.22718676 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.77270141, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.92845104, + "White_Blood_Cell_Count": 8.825371455, + "Platelet_Count": 371.1052824, + "Albumin_Level": 3.828458815, + "Alkaline_Phosphatase_Level": 111.3539168, + "Alanine_Aminotransferase_Level": 15.78973835, + "Aspartate_Aminotransferase_Level": 15.0408707, + "Creatinine_Level": 0.933564514, + "LDH_Level": 181.4355889, + "Calcium_Level": 8.118522034, + "Phosphorus_Level": 3.637158776, + "Glucose_Level": 110.287058, + "Potassium_Level": 3.632700686, + "Sodium_Level": 138.2584775, + "Smoking_Pack_Years": 57.63999335 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.93647593, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.18586786, + "White_Blood_Cell_Count": 9.341497643, + "Platelet_Count": 324.7437517, + "Albumin_Level": 4.205761353, + "Alkaline_Phosphatase_Level": 76.1416114, + "Alanine_Aminotransferase_Level": 32.36136304, + "Aspartate_Aminotransferase_Level": 42.81404927, + "Creatinine_Level": 1.402502059, + "LDH_Level": 128.1143101, + "Calcium_Level": 8.916688539, + "Phosphorus_Level": 3.713407925, + "Glucose_Level": 101.5677698, + "Potassium_Level": 3.729417299, + "Sodium_Level": 136.6927816, + "Smoking_Pack_Years": 16.85923607 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.02669383, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.68441444, + "White_Blood_Cell_Count": 6.317812894, + "Platelet_Count": 247.3453933, + "Albumin_Level": 3.82488784, + "Alkaline_Phosphatase_Level": 51.14007135, + 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"Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.1492926, + "White_Blood_Cell_Count": 9.329198994, + "Platelet_Count": 318.5560716, + "Albumin_Level": 4.599795066, + "Alkaline_Phosphatase_Level": 65.4508635, + "Alanine_Aminotransferase_Level": 33.51652683, + "Aspartate_Aminotransferase_Level": 41.84822799, + "Creatinine_Level": 1.179991185, + "LDH_Level": 120.5088555, + "Calcium_Level": 8.493821111, + "Phosphorus_Level": 4.730625386, + "Glucose_Level": 135.3104876, + "Potassium_Level": 4.614677639, + "Sodium_Level": 141.4427906, + "Smoking_Pack_Years": 85.69989286 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.25110895, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.30148469, + "White_Blood_Cell_Count": 8.02282714, + "Platelet_Count": 165.6800881, + "Albumin_Level": 4.871962611, + "Alkaline_Phosphatase_Level": 83.75222922, + "Alanine_Aminotransferase_Level": 32.76885531, + "Aspartate_Aminotransferase_Level": 30.65239841, + "Creatinine_Level": 0.8192219, + "LDH_Level": 125.601233, + "Calcium_Level": 8.681614211, + "Phosphorus_Level": 4.196657199, + "Glucose_Level": 131.2309042, + "Potassium_Level": 3.850468995, + "Sodium_Level": 135.7476939, + "Smoking_Pack_Years": 77.92673858 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.94957363, + "Tumor_Location": "Lower 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.45960021, + "White_Blood_Cell_Count": 7.901609908, + "Platelet_Count": 300.0874778, + "Albumin_Level": 4.516065635, + "Alkaline_Phosphatase_Level": 113.970738, + "Alanine_Aminotransferase_Level": 5.781857869, + "Aspartate_Aminotransferase_Level": 12.05862189, + "Creatinine_Level": 1.478994827, + "LDH_Level": 147.8117835, + "Calcium_Level": 8.34273999, + "Phosphorus_Level": 2.631744092, + "Glucose_Level": 105.1389701, + "Potassium_Level": 3.888693513, + "Sodium_Level": 140.700886, + "Smoking_Pack_Years": 2.755253932 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.10881032, + "White_Blood_Cell_Count": 8.219784208, + "Platelet_Count": 365.0062849, + "Albumin_Level": 3.549249686, + "Alkaline_Phosphatase_Level": 111.0595909, + "Alanine_Aminotransferase_Level": 27.39329616, + "Aspartate_Aminotransferase_Level": 32.03658177, + "Creatinine_Level": 0.935833736, + "LDH_Level": 128.2886337, + "Calcium_Level": 9.544428468, + "Phosphorus_Level": 3.383940625, + "Glucose_Level": 105.9226554, + "Potassium_Level": 3.524606374, + "Sodium_Level": 139.870931, + "Smoking_Pack_Years": 27.10778715 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.79485609, + "White_Blood_Cell_Count": 9.723870242, + "Platelet_Count": 237.579312, + "Albumin_Level": 3.645155022, + "Alkaline_Phosphatase_Level": 78.23286933, + "Alanine_Aminotransferase_Level": 15.61801391, + "Aspartate_Aminotransferase_Level": 34.40348801, + "Creatinine_Level": 1.248514134, + "LDH_Level": 138.6681009, + "Calcium_Level": 9.204204583, + "Phosphorus_Level": 3.241217284, + "Glucose_Level": 140.4731389, + "Potassium_Level": 3.564466162, + "Sodium_Level": 137.0481581, + "Smoking_Pack_Years": 30.29119924 + }, + { + "Age": 43, + "Gender": "Male", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.96870842, + "White_Blood_Cell_Count": 4.2261866, + "Platelet_Count": 447.6263961, + "Albumin_Level": 3.87332825, + "Alkaline_Phosphatase_Level": 43.67138707, + "Alanine_Aminotransferase_Level": 27.88538351, + "Aspartate_Aminotransferase_Level": 43.86091256, + "Creatinine_Level": 0.924938264, + "LDH_Level": 173.848174, + "Calcium_Level": 8.196619464, + "Phosphorus_Level": 4.735140392, + "Glucose_Level": 129.7835348, + "Potassium_Level": 4.585668721, + "Sodium_Level": 139.3035928, + "Smoking_Pack_Years": 64.04043361 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.35346762, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.56885849, + "White_Blood_Cell_Count": 3.666611961, + "Platelet_Count": 210.3215061, + "Albumin_Level": 3.375055369, + "Alkaline_Phosphatase_Level": 61.22649011, + "Alanine_Aminotransferase_Level": 32.68895957, + "Aspartate_Aminotransferase_Level": 41.25787167, + "Creatinine_Level": 0.638753361, + "LDH_Level": 151.7888365, + "Calcium_Level": 8.320609167, + "Phosphorus_Level": 2.713806132, + "Glucose_Level": 139.9800871, + "Potassium_Level": 3.952756007, + "Sodium_Level": 143.5026899, + "Smoking_Pack_Years": 26.1704011 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.96520082, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.10283698, + "White_Blood_Cell_Count": 4.540199122, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.31899705, + "White_Blood_Cell_Count": 3.858949076, + "Platelet_Count": 327.4754517, + "Albumin_Level": 3.679304648, + "Alkaline_Phosphatase_Level": 115.2816518, + "Alanine_Aminotransferase_Level": 25.33450571, + "Aspartate_Aminotransferase_Level": 23.84798155, + "Creatinine_Level": 0.792899208, + "LDH_Level": 191.8441215, + "Calcium_Level": 9.937814886, + "Phosphorus_Level": 3.982356085, + "Glucose_Level": 90.69017695, + "Potassium_Level": 4.446124609, + "Sodium_Level": 144.3518013, + "Smoking_Pack_Years": 63.04568603 + }, + { + "Age": 38, + "Gender": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.33602232, + "White_Blood_Cell_Count": 5.518916892, + "Platelet_Count": 175.9172651, + "Albumin_Level": 3.162778937, + "Alkaline_Phosphatase_Level": 54.38963771, + "Alanine_Aminotransferase_Level": 19.34517617, + "Aspartate_Aminotransferase_Level": 37.77539764, + "Creatinine_Level": 0.508779057, + "LDH_Level": 202.5275999, + "Calcium_Level": 8.069861118, + "Phosphorus_Level": 3.106405775, + "Glucose_Level": 107.5683144, + "Potassium_Level": 4.386160926, + "Sodium_Level": 140.7929058, + "Smoking_Pack_Years": 65.10211637 + }, + { + "Age": 57, + "Gender": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.02035975, + "White_Blood_Cell_Count": 6.550980093, + "Platelet_Count": 284.6827043, + "Albumin_Level": 3.620963409, + "Alkaline_Phosphatase_Level": 56.1036411, + "Alanine_Aminotransferase_Level": 17.84515792, + "Aspartate_Aminotransferase_Level": 23.95298018, + "Creatinine_Level": 0.701065534, + "LDH_Level": 177.350124, + "Calcium_Level": 8.2615584, + "Phosphorus_Level": 4.117003694, + "Glucose_Level": 101.6471325, + "Potassium_Level": 4.260792639, + "Sodium_Level": 140.6219254, + "Smoking_Pack_Years": 11.36584803 + }, + { + "Age": 47, + "Gender": "Female", + 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207.9179311, + "Calcium_Level": 9.74565659, + "Phosphorus_Level": 4.874388755, + "Glucose_Level": 91.80428433, + "Potassium_Level": 4.595690073, + "Sodium_Level": 140.3340723, + "Smoking_Pack_Years": 4.359980653 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.54742583, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.28107816, + "White_Blood_Cell_Count": 6.458266092, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.58581719, + "White_Blood_Cell_Count": 4.206421421, + "Platelet_Count": 425.3467566, + "Albumin_Level": 3.103564356, + "Alkaline_Phosphatase_Level": 109.5028435, + "Alanine_Aminotransferase_Level": 37.43624466, + "Aspartate_Aminotransferase_Level": 11.57089599, + "Creatinine_Level": 0.501156567, + "LDH_Level": 217.0018921, + "Calcium_Level": 9.838668371, + "Phosphorus_Level": 4.456716861, + "Glucose_Level": 98.25815556, + "Potassium_Level": 3.547023416, + "Sodium_Level": 142.6482101, + "Smoking_Pack_Years": 79.13576218 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.47520351, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.28408992, + "White_Blood_Cell_Count": 6.104956495, + "Platelet_Count": 217.0380721, + "Albumin_Level": 3.470979871, + "Alkaline_Phosphatase_Level": 39.03008825, + "Alanine_Aminotransferase_Level": 9.677579834, + "Aspartate_Aminotransferase_Level": 19.91133474, + "Creatinine_Level": 0.882493169, + "LDH_Level": 102.1267529, + "Calcium_Level": 9.019860042, + "Phosphorus_Level": 4.70865019, + "Glucose_Level": 125.613723, + "Potassium_Level": 4.077455185, + "Sodium_Level": 141.2129436, + "Smoking_Pack_Years": 4.568830495 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.72954412, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.60873235, + "White_Blood_Cell_Count": 7.157971886, + "Platelet_Count": 257.6190923, + "Albumin_Level": 3.62459711, + "Alkaline_Phosphatase_Level": 102.8115279, + "Alanine_Aminotransferase_Level": 23.97009427, + "Aspartate_Aminotransferase_Level": 18.23476678, + "Creatinine_Level": 0.50317157, + "LDH_Level": 210.0821522, + "Calcium_Level": 8.717953185, + "Phosphorus_Level": 4.652021237, + "Glucose_Level": 94.29859001, + "Potassium_Level": 4.953322394, + "Sodium_Level": 141.7047959, + "Smoking_Pack_Years": 68.13689341 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.0373805, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.86828193, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.43923994, + "White_Blood_Cell_Count": 4.298631563, + "Platelet_Count": 424.0425525, + "Albumin_Level": 3.939874356, + "Alkaline_Phosphatase_Level": 102.1264054, + "Alanine_Aminotransferase_Level": 33.71995458, + "Aspartate_Aminotransferase_Level": 20.1896008, + "Creatinine_Level": 0.796475206, + "LDH_Level": 118.1239989, + "Calcium_Level": 8.435715176, + "Phosphorus_Level": 4.441815784, + "Glucose_Level": 94.51607761, + "Potassium_Level": 4.401539833, + "Sodium_Level": 144.1213395, + "Smoking_Pack_Years": 9.848158051 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.85157004, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.19049695, + "White_Blood_Cell_Count": 8.137284949, + "Platelet_Count": 269.5012936, + "Albumin_Level": 3.028070839, + "Alkaline_Phosphatase_Level": 64.62909745, + "Alanine_Aminotransferase_Level": 14.64893213, + "Aspartate_Aminotransferase_Level": 17.30405767, + "Creatinine_Level": 1.337736852, + "LDH_Level": 129.7966937, + "Calcium_Level": 8.311127013, + "Phosphorus_Level": 4.871783324, + "Glucose_Level": 96.5670612, + "Potassium_Level": 4.630469201, + "Sodium_Level": 144.0031029, + "Smoking_Pack_Years": 24.39728586 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.8085073, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.26823056, + "White_Blood_Cell_Count": 9.66107789, + "Platelet_Count": 339.4269855, + "Albumin_Level": 4.598233552, + "Alkaline_Phosphatase_Level": 30.44855127, + "Alanine_Aminotransferase_Level": 29.56575974, + "Aspartate_Aminotransferase_Level": 36.70054406, + "Creatinine_Level": 1.474115899, + "LDH_Level": 110.1974541, + "Calcium_Level": 8.04399208, + "Phosphorus_Level": 3.809201471, + "Glucose_Level": 145.0647395, + "Potassium_Level": 4.913330186, + "Sodium_Level": 141.8163522, + "Smoking_Pack_Years": 98.5511373 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.04794571, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.22855776, + 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"Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.08914541, + "White_Blood_Cell_Count": 8.732852913, + "Platelet_Count": 242.0053911, + "Albumin_Level": 4.522514675, + "Alkaline_Phosphatase_Level": 66.9567352, + "Alanine_Aminotransferase_Level": 38.01393034, + "Aspartate_Aminotransferase_Level": 13.17224648, + "Creatinine_Level": 0.720221308, + "LDH_Level": 113.3072461, + "Calcium_Level": 8.916871471, + "Phosphorus_Level": 4.171328081, + "Glucose_Level": 76.86207443, + "Potassium_Level": 4.562037997, + "Sodium_Level": 140.5431601, + "Smoking_Pack_Years": 1.854732832 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.12375293, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.46454408, + "White_Blood_Cell_Count": 4.607582973, + "Platelet_Count": 208.0712264, + "Albumin_Level": 4.862240578, + "Alkaline_Phosphatase_Level": 51.83870677, + "Alanine_Aminotransferase_Level": 7.071991191, + "Aspartate_Aminotransferase_Level": 28.96448373, + "Creatinine_Level": 1.089121873, + "LDH_Level": 114.3382175, + "Calcium_Level": 8.739141553, + "Phosphorus_Level": 3.338591574, + "Glucose_Level": 82.15130102, + "Potassium_Level": 3.558585035, + "Sodium_Level": 139.5921035, + "Smoking_Pack_Years": 4.311302079 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.28914403, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.23307068, + "White_Blood_Cell_Count": 8.467335507, + "Platelet_Count": 258.4210126, + "Albumin_Level": 4.771792828, + "Alkaline_Phosphatase_Level": 30.79001032, + "Alanine_Aminotransferase_Level": 31.49626654, + "Aspartate_Aminotransferase_Level": 16.33411874, + "Creatinine_Level": 1.481177621, + "LDH_Level": 222.3622846, + "Calcium_Level": 8.948412175, + "Phosphorus_Level": 3.929398953, + "Glucose_Level": 87.61347123, + "Potassium_Level": 4.648002348, + "Sodium_Level": 144.8092035, + "Smoking_Pack_Years": 3.806573286 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.67950055, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.71101351, + "White_Blood_Cell_Count": 3.53831312, + "Platelet_Count": 441.0793772, + "Albumin_Level": 3.173912463, + "Alkaline_Phosphatase_Level": 114.043764, + "Alanine_Aminotransferase_Level": 37.65574393, + "Aspartate_Aminotransferase_Level": 15.01707947, + "Creatinine_Level": 1.273335262, + "LDH_Level": 112.6525302, + "Calcium_Level": 8.435291072, + "Phosphorus_Level": 3.533935842, + "Glucose_Level": 104.4515916, + "Potassium_Level": 4.494817981, + "Sodium_Level": 144.5091006, + "Smoking_Pack_Years": 74.45188018 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.65069714, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.86283692, + "White_Blood_Cell_Count": 9.552923516, + "Platelet_Count": 392.0365924, + "Albumin_Level": 4.69757415, + "Alkaline_Phosphatase_Level": 102.0054483, + "Alanine_Aminotransferase_Level": 28.73631287, + "Aspartate_Aminotransferase_Level": 29.69779851, + "Creatinine_Level": 1.247798833, + "LDH_Level": 190.7216285, + "Calcium_Level": 8.986292438, + "Phosphorus_Level": 2.977683557, + "Glucose_Level": 130.3438929, + "Potassium_Level": 4.74691738, + "Sodium_Level": 144.1220427, + "Smoking_Pack_Years": 88.99809089 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.7942921, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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137.4056579, + "Smoking_Pack_Years": 35.22146274 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.07299455, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.30923727, + "White_Blood_Cell_Count": 7.305146635, + "Platelet_Count": 153.0820636, + "Albumin_Level": 3.828532207, + "Alkaline_Phosphatase_Level": 35.17701564, + "Alanine_Aminotransferase_Level": 26.06470227, + "Aspartate_Aminotransferase_Level": 41.97314782, + "Creatinine_Level": 0.940887742, + "LDH_Level": 120.346396, + "Calcium_Level": 8.354999887, + "Phosphorus_Level": 3.36196284, + "Glucose_Level": 126.3763156, + "Potassium_Level": 4.593974413, + "Sodium_Level": 140.0670005, + "Smoking_Pack_Years": 38.7386027 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.32887172, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.91272273, + "White_Blood_Cell_Count": 7.805138247, + "Platelet_Count": 371.5494224, + "Albumin_Level": 4.208421809, + "Alkaline_Phosphatase_Level": 99.33243495, + "Alanine_Aminotransferase_Level": 21.33851007, + "Aspartate_Aminotransferase_Level": 11.94521888, + "Creatinine_Level": 1.219791065, + "LDH_Level": 188.3214594, + "Calcium_Level": 9.306608704, + "Phosphorus_Level": 3.699809589, + "Glucose_Level": 143.760616, + "Potassium_Level": 3.525190075, + "Sodium_Level": 141.6149628, + "Smoking_Pack_Years": 7.143486186 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.00228316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.01962217, + "White_Blood_Cell_Count": 8.52547874, + "Platelet_Count": 327.8093496, + "Albumin_Level": 3.781691884, + "Alkaline_Phosphatase_Level": 77.78391048, + "Alanine_Aminotransferase_Level": 26.51045407, + "Aspartate_Aminotransferase_Level": 42.63887071, + "Creatinine_Level": 1.227680941, + "LDH_Level": 110.2939424, + "Calcium_Level": 8.795086357, + "Phosphorus_Level": 3.890744432, + "Glucose_Level": 136.0473212, + "Potassium_Level": 4.807729545, + "Sodium_Level": 138.4680999, + "Smoking_Pack_Years": 1.214924536 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.84897224, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.38219571, + "White_Blood_Cell_Count": 9.824572507, + "Platelet_Count": 443.225399, + "Albumin_Level": 3.687955215, + "Alkaline_Phosphatase_Level": 55.98640202, + "Alanine_Aminotransferase_Level": 37.20222079, + "Aspartate_Aminotransferase_Level": 48.54532282, + "Creatinine_Level": 1.409495138, + "LDH_Level": 162.0733617, + "Calcium_Level": 8.76650891, + "Phosphorus_Level": 4.293847317, + "Glucose_Level": 148.7358635, + "Potassium_Level": 3.729284175, + "Sodium_Level": 144.9865509, + "Smoking_Pack_Years": 52.30044543 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.86763646, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.81353176, + "White_Blood_Cell_Count": 9.679316891, + "Platelet_Count": 217.4404539, + "Albumin_Level": 4.802305347, + "Alkaline_Phosphatase_Level": 49.87650918, + "Alanine_Aminotransferase_Level": 28.02514024, + "Aspartate_Aminotransferase_Level": 35.83255678, + "Creatinine_Level": 0.992973188, + "LDH_Level": 148.0178062, + "Calcium_Level": 9.683965626, + "Phosphorus_Level": 3.36837417, + "Glucose_Level": 145.8961373, + "Potassium_Level": 4.925172847, + "Sodium_Level": 142.5871024, + "Smoking_Pack_Years": 12.40509459 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.4828918, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.62422313, + "White_Blood_Cell_Count": 7.822449561, + "Platelet_Count": 266.1417949, + "Albumin_Level": 3.118838366, + "Alkaline_Phosphatase_Level": 69.90413271, + "Alanine_Aminotransferase_Level": 22.30226587, + "Aspartate_Aminotransferase_Level": 17.6031315, + "Creatinine_Level": 0.967147197, + "LDH_Level": 169.5149132, + "Calcium_Level": 8.132507788, + "Phosphorus_Level": 4.61709312, + "Glucose_Level": 132.2019301, + "Potassium_Level": 4.800443986, + "Sodium_Level": 139.2936182, + "Smoking_Pack_Years": 93.55150124 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.1002722, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.13419238, + "White_Blood_Cell_Count": 9.514357934, + "Platelet_Count": 150.7939202, + "Albumin_Level": 4.188299423, + "Alkaline_Phosphatase_Level": 36.86343545, + "Alanine_Aminotransferase_Level": 29.20251206, + "Aspartate_Aminotransferase_Level": 49.13835305, + "Creatinine_Level": 0.790816279, + "LDH_Level": 242.0112812, + "Calcium_Level": 10.02317899, + "Phosphorus_Level": 3.606658147, + "Glucose_Level": 79.52614672, + "Potassium_Level": 4.65983458, + "Sodium_Level": 144.8371698, + "Smoking_Pack_Years": 17.33524183 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.23239916, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.21360369, + "White_Blood_Cell_Count": 3.53627773, + "Platelet_Count": 269.0017557, + "Albumin_Level": 3.608811296, + "Alkaline_Phosphatase_Level": 41.95716369, + "Alanine_Aminotransferase_Level": 35.32712648, + "Aspartate_Aminotransferase_Level": 24.40093981, + "Creatinine_Level": 0.602786877, + "LDH_Level": 233.8875662, + "Calcium_Level": 9.962622894, + "Phosphorus_Level": 2.837511796, + "Glucose_Level": 136.1462222, + "Potassium_Level": 4.17585644, + "Sodium_Level": 136.3388449, + "Smoking_Pack_Years": 22.00159626 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.82375864, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.24514647, + "White_Blood_Cell_Count": 4.177496693, + "Platelet_Count": 337.2578723, + "Albumin_Level": 3.763929258, + "Alkaline_Phosphatase_Level": 82.19026744, + "Alanine_Aminotransferase_Level": 30.38583154, + "Aspartate_Aminotransferase_Level": 49.14529843, + "Creatinine_Level": 0.830812408, + "LDH_Level": 154.9828824, + "Calcium_Level": 9.007089477, + "Phosphorus_Level": 3.873461826, + "Glucose_Level": 104.9442029, + "Potassium_Level": 3.649218189, + "Sodium_Level": 143.0673238, + "Smoking_Pack_Years": 18.9849984 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.97503424, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.52386495, + "White_Blood_Cell_Count": 9.601578627, + "Platelet_Count": 317.6613745, + "Albumin_Level": 3.236049708, + "Alkaline_Phosphatase_Level": 51.50682529, + "Alanine_Aminotransferase_Level": 36.22909956, + "Aspartate_Aminotransferase_Level": 36.54104973, + "Creatinine_Level": 1.260117396, + "LDH_Level": 194.143959, + "Calcium_Level": 9.422467752, + "Phosphorus_Level": 3.977526071, + "Glucose_Level": 143.4761117, + "Potassium_Level": 3.50548523, + "Sodium_Level": 139.451502, + "Smoking_Pack_Years": 57.94989148 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.50277183, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.79651412, + "White_Blood_Cell_Count": 4.955128423, + "Platelet_Count": 373.3768617, + "Albumin_Level": 3.866699556, + "Alkaline_Phosphatase_Level": 38.53085234, + "Alanine_Aminotransferase_Level": 12.9884111, + "Aspartate_Aminotransferase_Level": 49.82149809, + "Creatinine_Level": 0.611402521, + "LDH_Level": 138.5964755, + "Calcium_Level": 8.732988122, + "Phosphorus_Level": 2.504560327, + "Glucose_Level": 130.4841099, + "Potassium_Level": 4.3274849, + "Sodium_Level": 138.1502482, + "Smoking_Pack_Years": 80.55754031 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.90209933, + "Tumor_Location": 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"Glucose_Level": 115.0798674, + "Potassium_Level": 3.960204969, + "Sodium_Level": 139.7444501, + "Smoking_Pack_Years": 35.95345848 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.25378812, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.13654669, + "White_Blood_Cell_Count": 8.485889323, + "Platelet_Count": 435.07162, + "Albumin_Level": 3.455310786, + "Alkaline_Phosphatase_Level": 111.4907276, + "Alanine_Aminotransferase_Level": 5.613994376, + "Aspartate_Aminotransferase_Level": 20.80426323, + "Creatinine_Level": 1.077630202, + "LDH_Level": 163.3806171, + "Calcium_Level": 8.981392275, + "Phosphorus_Level": 2.775827485, + "Glucose_Level": 70.89419857, + "Potassium_Level": 4.45190648, + "Sodium_Level": 136.2628625, + "Smoking_Pack_Years": 87.48028392 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.91862527, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.52287549, + "White_Blood_Cell_Count": 9.586252099, + "Platelet_Count": 419.6434053, + "Albumin_Level": 3.070048639, + "Alkaline_Phosphatase_Level": 87.31911025, + "Alanine_Aminotransferase_Level": 32.59504092, + "Aspartate_Aminotransferase_Level": 13.45185242, + "Creatinine_Level": 1.419574759, + "LDH_Level": 136.8073538, + "Calcium_Level": 10.12501451, + "Phosphorus_Level": 3.584541668, + "Glucose_Level": 89.87035752, + "Potassium_Level": 4.391714152, + "Sodium_Level": 140.8414746, + "Smoking_Pack_Years": 7.91074732 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.19021187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.47182179, + "White_Blood_Cell_Count": 6.602878087, + "Platelet_Count": 203.2725518, + "Albumin_Level": 4.19039853, + "Alkaline_Phosphatase_Level": 57.01046805, + "Alanine_Aminotransferase_Level": 17.99368908, + "Aspartate_Aminotransferase_Level": 17.28868359, + "Creatinine_Level": 0.699339116, + "LDH_Level": 224.9819503, + "Calcium_Level": 10.22967219, + "Phosphorus_Level": 3.557094089, + "Glucose_Level": 105.806785, + "Potassium_Level": 4.292378229, + "Sodium_Level": 137.9701217, + "Smoking_Pack_Years": 2.603770215 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.2216175, + "White_Blood_Cell_Count": 6.860229637, + "Platelet_Count": 444.2460785, + "Albumin_Level": 4.882781588, + "Alkaline_Phosphatase_Level": 84.88764774, + "Alanine_Aminotransferase_Level": 11.57479319, + "Aspartate_Aminotransferase_Level": 34.17083845, + "Creatinine_Level": 0.93636439, + "LDH_Level": 129.0918627, + "Calcium_Level": 10.36639817, + "Phosphorus_Level": 3.425473188, + "Glucose_Level": 80.72152772, + "Potassium_Level": 4.027514382, + "Sodium_Level": 137.4402337, + "Smoking_Pack_Years": 90.40769328 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.67181972, + "White_Blood_Cell_Count": 5.772040295, + "Platelet_Count": 344.844286, + "Albumin_Level": 3.939249702, + "Alkaline_Phosphatase_Level": 45.09152379, + "Alanine_Aminotransferase_Level": 29.17813274, + "Aspartate_Aminotransferase_Level": 18.3152957, + "Creatinine_Level": 0.986766787, + "LDH_Level": 116.2770167, + "Calcium_Level": 8.444098229, + "Phosphorus_Level": 4.898192917, + "Glucose_Level": 107.7932723, + "Potassium_Level": 4.900537543, + "Sodium_Level": 144.6707688, + "Smoking_Pack_Years": 50.74516356 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.00857984, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.77016059, + "White_Blood_Cell_Count": 9.601075365, + "Platelet_Count": 443.9436538, + "Albumin_Level": 3.367327257, + "Alkaline_Phosphatase_Level": 58.76988546, + "Alanine_Aminotransferase_Level": 38.93855916, + "Aspartate_Aminotransferase_Level": 43.3294726, + "Creatinine_Level": 0.704128932, + "LDH_Level": 194.4933513, + "Calcium_Level": 8.865897515, + "Phosphorus_Level": 3.455962606, + "Glucose_Level": 104.5613551, + "Potassium_Level": 4.441417596, + "Sodium_Level": 144.437751, + "Smoking_Pack_Years": 69.10182086 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.05499031, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.47435193, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.22408063, + "White_Blood_Cell_Count": 9.139829499, + "Platelet_Count": 339.6159525, + "Albumin_Level": 4.576137374, + "Alkaline_Phosphatase_Level": 36.22325086, + "Alanine_Aminotransferase_Level": 38.62599962, + "Aspartate_Aminotransferase_Level": 23.49495345, + "Creatinine_Level": 1.149329597, + "LDH_Level": 158.5267854, + "Calcium_Level": 9.158159795, + "Phosphorus_Level": 2.662931019, + "Glucose_Level": 126.5840669, + "Potassium_Level": 3.846324878, + "Sodium_Level": 137.5208417, + "Smoking_Pack_Years": 96.1072749 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.51657813, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.25802396, + "White_Blood_Cell_Count": 3.76214499, + "Platelet_Count": 203.2705207, + "Albumin_Level": 4.059939948, + "Alkaline_Phosphatase_Level": 113.5490085, + "Alanine_Aminotransferase_Level": 29.77027487, + "Aspartate_Aminotransferase_Level": 49.64116185, + "Creatinine_Level": 1.490609062, + "LDH_Level": 103.9392531, + "Calcium_Level": 9.433477771, + "Phosphorus_Level": 4.266079272, + "Glucose_Level": 99.98148091, + "Potassium_Level": 3.654715362, + "Sodium_Level": 139.2845514, + "Smoking_Pack_Years": 80.30075142 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.51235539, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.30416517, + "White_Blood_Cell_Count": 6.020071064, + "Platelet_Count": 169.376904, + "Albumin_Level": 4.666416467, + "Alkaline_Phosphatase_Level": 96.29420465, + "Alanine_Aminotransferase_Level": 39.28536996, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.57349285, + "White_Blood_Cell_Count": 4.665796767, + "Platelet_Count": 196.6527007, + "Albumin_Level": 4.370512428, + "Alkaline_Phosphatase_Level": 100.0226663, + "Alanine_Aminotransferase_Level": 9.54619363, + "Aspartate_Aminotransferase_Level": 31.2461635, + "Creatinine_Level": 0.98449223, + "LDH_Level": 222.6400252, + "Calcium_Level": 8.864047538, + "Phosphorus_Level": 3.792003613, + "Glucose_Level": 88.58727788, + "Potassium_Level": 3.829606771, + "Sodium_Level": 142.4345845, + "Smoking_Pack_Years": 92.7636329 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.18626063, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.62282924, + "White_Blood_Cell_Count": 4.178211657, + "Platelet_Count": 436.4458194, + "Albumin_Level": 4.844967135, + "Alkaline_Phosphatase_Level": 102.6056732, + "Alanine_Aminotransferase_Level": 27.29043544, + "Aspartate_Aminotransferase_Level": 26.63862196, + "Creatinine_Level": 1.292595853, + "LDH_Level": 111.7872959, + "Calcium_Level": 9.481360083, + "Phosphorus_Level": 3.47571447, + "Glucose_Level": 94.20493968, + "Potassium_Level": 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33.33541676, + "Aspartate_Aminotransferase_Level": 12.16291917, + "Creatinine_Level": 1.079853852, + "LDH_Level": 156.0969324, + "Calcium_Level": 8.774474779, + "Phosphorus_Level": 2.917881853, + "Glucose_Level": 138.2965213, + "Potassium_Level": 4.90663711, + "Sodium_Level": 140.271875, + "Smoking_Pack_Years": 16.06604754 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.29541826, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.88787734, + "White_Blood_Cell_Count": 8.73370855, + "Platelet_Count": 157.9444225, + "Albumin_Level": 3.725796688, + "Alkaline_Phosphatase_Level": 80.4091389, + "Alanine_Aminotransferase_Level": 13.46846628, + "Aspartate_Aminotransferase_Level": 45.7685606, + "Creatinine_Level": 1.054548824, + "LDH_Level": 106.1604293, + "Calcium_Level": 9.60626523, + "Phosphorus_Level": 2.765085878, + "Glucose_Level": 131.8446952, + "Potassium_Level": 4.380556935, + "Sodium_Level": 144.9752619, + "Smoking_Pack_Years": 45.88140811 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.41283087, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.69222301, + "White_Blood_Cell_Count": 4.206514768, + "Platelet_Count": 422.5517277, + "Albumin_Level": 3.078317601, + "Alkaline_Phosphatase_Level": 112.1475906, + "Alanine_Aminotransferase_Level": 28.2863656, + "Aspartate_Aminotransferase_Level": 31.94821262, + "Creatinine_Level": 1.381761318, + "LDH_Level": 209.5198117, + "Calcium_Level": 8.443523644, + "Phosphorus_Level": 3.719681818, + "Glucose_Level": 83.66610977, + "Potassium_Level": 3.898456786, + "Sodium_Level": 141.1721932, + "Smoking_Pack_Years": 58.64861767 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.96065085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.4534886, + "White_Blood_Cell_Count": 3.858017678, + "Platelet_Count": 192.8748887, + "Albumin_Level": 4.966589873, + "Alkaline_Phosphatase_Level": 83.06001389, + "Alanine_Aminotransferase_Level": 24.07785673, + "Aspartate_Aminotransferase_Level": 28.52542323, + "Creatinine_Level": 0.896173013, + "LDH_Level": 133.4372877, + "Calcium_Level": 9.534317193, + "Phosphorus_Level": 3.951443924, + "Glucose_Level": 86.57780167, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 11.3290427, + "Aspartate_Aminotransferase_Level": 37.54422475, + "Creatinine_Level": 1.37233388, + "LDH_Level": 227.8380064, + "Calcium_Level": 10.28767804, + "Phosphorus_Level": 4.687874231, + "Glucose_Level": 116.8583085, + "Potassium_Level": 4.554196854, + "Sodium_Level": 140.4876031, + "Smoking_Pack_Years": 82.81932033 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.01022896, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.56697833, + "White_Blood_Cell_Count": 7.852841178, + "Platelet_Count": 367.2384256, + "Albumin_Level": 4.918854399, + "Alkaline_Phosphatase_Level": 35.45903865, + "Alanine_Aminotransferase_Level": 26.01161528, + "Aspartate_Aminotransferase_Level": 14.24140423, + "Creatinine_Level": 1.371245022, + "LDH_Level": 111.8478989, + "Calcium_Level": 8.125455365, + "Phosphorus_Level": 4.672016228, + "Glucose_Level": 120.3606794, + "Potassium_Level": 4.985830962, + "Sodium_Level": 142.4400568, + "Smoking_Pack_Years": 1.754403298 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.53432903, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.44670885, + "White_Blood_Cell_Count": 6.182346766, + "Platelet_Count": 315.2405179, + "Albumin_Level": 3.512083498, + "Alkaline_Phosphatase_Level": 49.85335173, + "Alanine_Aminotransferase_Level": 34.78348572, + "Aspartate_Aminotransferase_Level": 39.61011585, + "Creatinine_Level": 0.80075801, + "LDH_Level": 201.4385931, + "Calcium_Level": 9.622623002, + "Phosphorus_Level": 2.738042601, + "Glucose_Level": 91.24378241, + "Potassium_Level": 4.995228138, + "Sodium_Level": 135.6129615, + "Smoking_Pack_Years": 84.42318759 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.97943965, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.9410825, + "White_Blood_Cell_Count": 3.685554151, + "Platelet_Count": 343.5948378, + "Albumin_Level": 3.416412942, + "Alkaline_Phosphatase_Level": 65.98168102, + "Alanine_Aminotransferase_Level": 31.82097753, + "Aspartate_Aminotransferase_Level": 24.29588515, + "Creatinine_Level": 0.676389294, + "LDH_Level": 240.0907931, + "Calcium_Level": 9.629060558, + "Phosphorus_Level": 3.397119304, + "Glucose_Level": 131.4473349, + "Potassium_Level": 4.073889706, + "Sodium_Level": 138.1635555, + "Smoking_Pack_Years": 38.69990515 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.01025548, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.3191195, + "White_Blood_Cell_Count": 4.830068249, + "Platelet_Count": 173.6086694, + "Albumin_Level": 4.434444231, + "Alkaline_Phosphatase_Level": 80.77132685, + "Alanine_Aminotransferase_Level": 26.87227564, + "Aspartate_Aminotransferase_Level": 39.7209385, + "Creatinine_Level": 0.763537305, + "LDH_Level": 183.8842238, + "Calcium_Level": 10.30767572, + "Phosphorus_Level": 3.4490393, + "Glucose_Level": 122.2442215, + "Potassium_Level": 4.629797964, + "Sodium_Level": 135.4741744, + "Smoking_Pack_Years": 6.898623523 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.74253075, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.89021207, + "White_Blood_Cell_Count": 4.717877508, + "Platelet_Count": 172.4133958, + "Albumin_Level": 3.445837175, + "Alkaline_Phosphatase_Level": 101.2988951, + "Alanine_Aminotransferase_Level": 31.05189286, + "Aspartate_Aminotransferase_Level": 22.57489875, + "Creatinine_Level": 0.652814804, + "LDH_Level": 172.8144324, + "Calcium_Level": 9.229925006, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.41582814, + "White_Blood_Cell_Count": 5.767591175, + "Platelet_Count": 217.7200907, + "Albumin_Level": 4.022100461, + "Alkaline_Phosphatase_Level": 32.43746778, + "Alanine_Aminotransferase_Level": 16.74071368, + "Aspartate_Aminotransferase_Level": 37.06211295, + "Creatinine_Level": 0.678103918, + "LDH_Level": 157.2908411, + "Calcium_Level": 8.268490016, + "Phosphorus_Level": 4.112447282, + "Glucose_Level": 85.61159596, + "Potassium_Level": 3.912289717, + "Sodium_Level": 139.6477001, + "Smoking_Pack_Years": 82.81252594 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.91201235, + "White_Blood_Cell_Count": 9.225925819, + "Platelet_Count": 302.0216762, + "Albumin_Level": 3.734743063, + "Alkaline_Phosphatase_Level": 64.98143369, + "Alanine_Aminotransferase_Level": 15.28032915, + "Aspartate_Aminotransferase_Level": 33.47928969, + "Creatinine_Level": 0.861517736, + "LDH_Level": 141.014119, + "Calcium_Level": 9.947281114, + "Phosphorus_Level": 2.677035962, + "Glucose_Level": 113.4544781, + "Potassium_Level": 3.648050967, + "Sodium_Level": 144.8932565, + "Smoking_Pack_Years": 75.07117481 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.86486377, + "White_Blood_Cell_Count": 6.651181091, + "Platelet_Count": 352.8200074, + "Albumin_Level": 4.684104572, + "Alkaline_Phosphatase_Level": 32.26433744, + "Alanine_Aminotransferase_Level": 39.4726893, + "Aspartate_Aminotransferase_Level": 33.27494675, + "Creatinine_Level": 0.968111427, + "LDH_Level": 165.6426687, + "Calcium_Level": 9.191298149, + "Phosphorus_Level": 4.99052067, + "Glucose_Level": 84.6295853, + "Potassium_Level": 3.538098755, + "Sodium_Level": 143.9031493, + "Smoking_Pack_Years": 94.21958723 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.33528459, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.71262145, + "White_Blood_Cell_Count": 5.749666916, + "Platelet_Count": 440.7405478, + "Albumin_Level": 3.633936411, + "Alkaline_Phosphatase_Level": 51.001759, + "Alanine_Aminotransferase_Level": 30.10489909, + "Aspartate_Aminotransferase_Level": 35.66668539, + "Creatinine_Level": 1.439147914, + "LDH_Level": 232.6529658, + "Calcium_Level": 9.78755745, + "Phosphorus_Level": 3.871106599, + "Glucose_Level": 97.85161397, + "Potassium_Level": 3.581288245, + "Sodium_Level": 140.4550245, + "Smoking_Pack_Years": 69.26298939 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.01068813, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.67588533, + "White_Blood_Cell_Count": 7.540910809, + "Platelet_Count": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.99819117, + "White_Blood_Cell_Count": 8.914455568, + "Platelet_Count": 374.4460274, + "Albumin_Level": 4.657908875, + "Alkaline_Phosphatase_Level": 61.51658502, + "Alanine_Aminotransferase_Level": 23.81847077, + "Aspartate_Aminotransferase_Level": 12.89857663, + "Creatinine_Level": 0.66869293, + "LDH_Level": 113.2826262, + "Calcium_Level": 9.359147765, + "Phosphorus_Level": 4.810926041, + "Glucose_Level": 105.6180015, + "Potassium_Level": 4.278446163, + "Sodium_Level": 141.68585, + "Smoking_Pack_Years": 13.6951673 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.33305114, + "White_Blood_Cell_Count": 4.221321482, + "Platelet_Count": 322.8898996, + "Albumin_Level": 3.503016025, + "Alkaline_Phosphatase_Level": 101.205239, + "Alanine_Aminotransferase_Level": 7.947258182, + "Aspartate_Aminotransferase_Level": 24.61465445, + "Creatinine_Level": 0.555067141, + "LDH_Level": 124.7220775, + "Calcium_Level": 9.317845853, + "Phosphorus_Level": 3.278063055, + "Glucose_Level": 86.64258651, + "Potassium_Level": 4.909291164, + "Sodium_Level": 143.3703717, + "Smoking_Pack_Years": 36.97990459 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.7557988, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.9612908, + "White_Blood_Cell_Count": 4.097466015, + "Platelet_Count": 300.7433279, + "Albumin_Level": 3.148450434, + "Alkaline_Phosphatase_Level": 65.73812985, + "Alanine_Aminotransferase_Level": 8.122854678, + "Aspartate_Aminotransferase_Level": 48.97422449, + "Creatinine_Level": 1.450357226, + "LDH_Level": 187.4488304, + "Calcium_Level": 9.243642878, + "Phosphorus_Level": 3.526188156, + "Glucose_Level": 141.1302556, + "Potassium_Level": 4.354609258, + "Sodium_Level": 137.5989185, + "Smoking_Pack_Years": 73.89438116 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.51259727, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.59410323, + "White_Blood_Cell_Count": 9.237215827, + "Platelet_Count": 445.1122127, + "Albumin_Level": 3.738432922, + "Alkaline_Phosphatase_Level": 117.7170496, + "Alanine_Aminotransferase_Level": 7.081577094, + "Aspartate_Aminotransferase_Level": 13.23792788, + "Creatinine_Level": 1.23817677, + "LDH_Level": 205.3667488, + "Calcium_Level": 10.38358729, + "Phosphorus_Level": 2.971782832, + "Glucose_Level": 90.70773654, + "Potassium_Level": 3.798841102, + "Sodium_Level": 142.7767329, + "Smoking_Pack_Years": 68.76602677 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.69689234, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.16544615, + "White_Blood_Cell_Count": 7.672700539, + "Platelet_Count": 296.5747209, + "Albumin_Level": 4.996851197, + "Alkaline_Phosphatase_Level": 110.7162318, + "Alanine_Aminotransferase_Level": 30.33538219, + "Aspartate_Aminotransferase_Level": 21.74293258, + "Creatinine_Level": 1.053781649, + "LDH_Level": 123.5670874, + "Calcium_Level": 8.498436355, + "Phosphorus_Level": 3.119888452, + "Glucose_Level": 107.0288149, + "Potassium_Level": 4.074897523, + "Sodium_Level": 143.4649557, + "Smoking_Pack_Years": 17.40344744 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.049312569, + "Phosphorus_Level": 4.01496152, + "Glucose_Level": 105.1940775, + "Potassium_Level": 4.89517288, + "Sodium_Level": 144.9400742, + "Smoking_Pack_Years": 59.79866574 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.3702918, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.64178258, + "White_Blood_Cell_Count": 8.176023443, + "Platelet_Count": 440.99527, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.7963565, + "White_Blood_Cell_Count": 6.276165085, + "Platelet_Count": 331.1190479, + "Albumin_Level": 4.025509064, + "Alkaline_Phosphatase_Level": 104.4920765, + "Alanine_Aminotransferase_Level": 32.43128256, + "Aspartate_Aminotransferase_Level": 34.97467776, + "Creatinine_Level": 0.851880782, + "LDH_Level": 214.460323, + "Calcium_Level": 8.758762794, + "Phosphorus_Level": 3.352599223, + "Glucose_Level": 136.1440979, + "Potassium_Level": 4.966010872, + "Sodium_Level": 141.371453, + "Smoking_Pack_Years": 35.83438824 + }, + { + "Age": 51, + "Gender": "Male", 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155.8896819, + "Calcium_Level": 10.42230674, + "Phosphorus_Level": 4.956078136, + "Glucose_Level": 77.53787051, + "Potassium_Level": 4.677152895, + "Sodium_Level": 136.7196823, + "Smoking_Pack_Years": 40.32131831 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.44590545, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.13744021, + "White_Blood_Cell_Count": 4.739686191, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.23786411, + "White_Blood_Cell_Count": 9.980354707, + "Platelet_Count": 294.8771069, + "Albumin_Level": 4.08591001, + "Alkaline_Phosphatase_Level": 99.76508927, + "Alanine_Aminotransferase_Level": 20.85151943, + "Aspartate_Aminotransferase_Level": 38.68738869, + "Creatinine_Level": 0.995343387, + "LDH_Level": 247.8154165, + "Calcium_Level": 8.765654613, + "Phosphorus_Level": 3.551323535, + "Glucose_Level": 122.7781313, + "Potassium_Level": 4.869756313, + "Sodium_Level": 138.4643073, + "Smoking_Pack_Years": 6.157002932 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.54131101, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.34443674, + "White_Blood_Cell_Count": 6.166569227, + "Platelet_Count": 330.2772489, + "Albumin_Level": 3.44603111, + "Alkaline_Phosphatase_Level": 70.62475404, + "Alanine_Aminotransferase_Level": 36.32533089, + "Aspartate_Aminotransferase_Level": 10.14444857, + "Creatinine_Level": 0.783898239, + "LDH_Level": 128.9379349, + "Calcium_Level": 10.13372785, + "Phosphorus_Level": 2.74309631, + "Glucose_Level": 101.6376238, + "Potassium_Level": 3.700014116, + "Sodium_Level": 137.7503411, + "Smoking_Pack_Years": 17.57881781 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.03652241, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.24478605, + "White_Blood_Cell_Count": 8.042653628, + "Platelet_Count": 232.8654193, + "Albumin_Level": 4.677147797, + "Alkaline_Phosphatase_Level": 104.4634889, + "Alanine_Aminotransferase_Level": 11.29414062, + "Aspartate_Aminotransferase_Level": 14.88262538, + "Creatinine_Level": 1.087363212, + "LDH_Level": 101.7140877, + "Calcium_Level": 10.49479687, + "Phosphorus_Level": 2.980478186, + "Glucose_Level": 146.7521713, + "Potassium_Level": 4.808498271, + "Sodium_Level": 143.8056847, + "Smoking_Pack_Years": 78.59090523 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.12771996, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.89860808, + "White_Blood_Cell_Count": 7.685043508, + "Platelet_Count": 191.4238176, + "Albumin_Level": 3.419925276, + "Alkaline_Phosphatase_Level": 73.7430813, + "Alanine_Aminotransferase_Level": 36.44005607, + "Aspartate_Aminotransferase_Level": 10.75216155, + "Creatinine_Level": 1.113923762, + "LDH_Level": 204.100958, + "Calcium_Level": 9.893218787, + "Phosphorus_Level": 3.582073604, + "Glucose_Level": 121.1170944, + "Potassium_Level": 4.489796763, + "Sodium_Level": 144.6199409, + "Smoking_Pack_Years": 64.1318021 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.02306654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.00778404, + "White_Blood_Cell_Count": 7.466743893, + "Platelet_Count": 263.8638793, + "Albumin_Level": 3.77297439, + "Alkaline_Phosphatase_Level": 74.79486381, + "Alanine_Aminotransferase_Level": 18.50977139, + "Aspartate_Aminotransferase_Level": 39.13387111, + "Creatinine_Level": 1.030551225, + "LDH_Level": 227.3810173, + "Calcium_Level": 8.932694617, + "Phosphorus_Level": 4.705341664, + "Glucose_Level": 77.48342337, + "Potassium_Level": 3.583450489, + "Sodium_Level": 137.3347773, + "Smoking_Pack_Years": 35.41588696 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.62960182, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.19990833, + "White_Blood_Cell_Count": 8.530622563, + "Platelet_Count": 182.1675823, + "Albumin_Level": 3.173129779, + "Alkaline_Phosphatase_Level": 55.61781149, + "Alanine_Aminotransferase_Level": 29.35419563, + "Aspartate_Aminotransferase_Level": 47.03922682, + "Creatinine_Level": 1.042948578, + "LDH_Level": 249.1508302, + "Calcium_Level": 10.13417266, + "Phosphorus_Level": 3.244189803, + "Glucose_Level": 92.22616881, + "Potassium_Level": 3.851556926, + "Sodium_Level": 135.5509312, + "Smoking_Pack_Years": 25.24270103 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.05747412, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.61707305, + "White_Blood_Cell_Count": 3.548571024, + "Platelet_Count": 157.0845725, + "Albumin_Level": 3.31539646, + "Alkaline_Phosphatase_Level": 40.4587654, + "Alanine_Aminotransferase_Level": 5.848335685, + "Aspartate_Aminotransferase_Level": 38.81184114, + "Creatinine_Level": 0.535436158, + "LDH_Level": 175.0007146, + "Calcium_Level": 8.209751426, + "Phosphorus_Level": 4.023651305, + "Glucose_Level": 127.8965186, + "Potassium_Level": 4.530152906, + "Sodium_Level": 137.9634247, + "Smoking_Pack_Years": 51.71750792 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.9400044, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.36802687, + "White_Blood_Cell_Count": 4.739154208, + "Platelet_Count": 185.9924055, + "Albumin_Level": 3.620693807, + "Alkaline_Phosphatase_Level": 43.80201436, + "Alanine_Aminotransferase_Level": 38.66792555, + "Aspartate_Aminotransferase_Level": 29.71482099, + "Creatinine_Level": 0.980379825, + "LDH_Level": 187.7875426, + "Calcium_Level": 8.261338183, + "Phosphorus_Level": 3.020732625, + "Glucose_Level": 139.6311362, + "Potassium_Level": 3.550550378, + "Sodium_Level": 139.0541515, + "Smoking_Pack_Years": 19.67909953 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.99036775, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.23696749, + "White_Blood_Cell_Count": 5.456089847, + "Platelet_Count": 196.4953539, + "Albumin_Level": 3.972307082, + "Alkaline_Phosphatase_Level": 95.96073343, + "Alanine_Aminotransferase_Level": 35.79500527, + "Aspartate_Aminotransferase_Level": 15.84861157, + "Creatinine_Level": 1.340874597, + "LDH_Level": 170.1190963, + "Calcium_Level": 8.435907365, + "Phosphorus_Level": 3.502113929, + "Glucose_Level": 128.1848789, + "Potassium_Level": 4.332184256, + "Sodium_Level": 136.8424683, + "Smoking_Pack_Years": 86.57792714 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.12160926, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.57631314, + "White_Blood_Cell_Count": 9.25986068, + "Platelet_Count": 268.6547738, + "Albumin_Level": 3.221106898, + "Alkaline_Phosphatase_Level": 90.48850086, + "Alanine_Aminotransferase_Level": 32.85394467, + "Aspartate_Aminotransferase_Level": 41.1221992, + "Creatinine_Level": 0.690994625, + "LDH_Level": 202.8892816, + "Calcium_Level": 9.007397316, + "Phosphorus_Level": 3.081771675, + "Glucose_Level": 141.0387832, + "Potassium_Level": 4.013007097, + "Sodium_Level": 139.5948872, + "Smoking_Pack_Years": 81.70201073 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.83424412, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.48856167, + "White_Blood_Cell_Count": 9.3341992, + "Platelet_Count": 432.7986066, + "Albumin_Level": 4.545637939, + "Alkaline_Phosphatase_Level": 81.48089456, + "Alanine_Aminotransferase_Level": 29.04074175, + "Aspartate_Aminotransferase_Level": 30.73083259, + "Creatinine_Level": 0.886084337, + "LDH_Level": 195.865673, + "Calcium_Level": 8.984652766, + "Phosphorus_Level": 4.626708888, + "Glucose_Level": 101.1343056, + "Potassium_Level": 3.526312364, + "Sodium_Level": 144.1274236, + "Smoking_Pack_Years": 24.99513583 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.26020036, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.09663099, + "White_Blood_Cell_Count": 5.253534399, + "Platelet_Count": 405.7711674, + "Albumin_Level": 4.268736187, + "Alkaline_Phosphatase_Level": 40.09826507, + "Alanine_Aminotransferase_Level": 12.60268897, + "Aspartate_Aminotransferase_Level": 36.77617883, + "Creatinine_Level": 1.452686114, + "LDH_Level": 156.5827354, + "Calcium_Level": 8.520083725, + "Phosphorus_Level": 2.638497891, + "Glucose_Level": 149.348243, + "Potassium_Level": 4.707071075, + "Sodium_Level": 137.7297647, + "Smoking_Pack_Years": 92.94990778 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.56050946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.42455859, + "White_Blood_Cell_Count": 8.115719796, + "Platelet_Count": 241.9028929, + "Albumin_Level": 4.84233239, + "Alkaline_Phosphatase_Level": 30.69660017, + "Alanine_Aminotransferase_Level": 22.68632989, + "Aspartate_Aminotransferase_Level": 23.60499071, + "Creatinine_Level": 0.76973752, + "LDH_Level": 230.7437786, + "Calcium_Level": 9.69528809, + "Phosphorus_Level": 3.318296422, + "Glucose_Level": 97.60727426, + "Potassium_Level": 4.838205799, + "Sodium_Level": 139.3532349, + "Smoking_Pack_Years": 7.616230219 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.16820203, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.45034131, + "White_Blood_Cell_Count": 8.409619143, + "Platelet_Count": 292.0407186, + "Albumin_Level": 4.173841069, + "Alkaline_Phosphatase_Level": 82.01462591, + "Alanine_Aminotransferase_Level": 32.2517335, + "Aspartate_Aminotransferase_Level": 20.88826777, + "Creatinine_Level": 0.89305982, + "LDH_Level": 112.6891141, + "Calcium_Level": 8.394155507, + "Phosphorus_Level": 2.828331436, + "Glucose_Level": 120.2124088, + "Potassium_Level": 3.589390785, + "Sodium_Level": 139.0697436, + "Smoking_Pack_Years": 20.92030548 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.6024115, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.90176269, + "White_Blood_Cell_Count": 9.055684971, + "Platelet_Count": 388.4319119, + "Albumin_Level": 3.090913105, + "Alkaline_Phosphatase_Level": 88.48476537, + "Alanine_Aminotransferase_Level": 11.70065025, + "Aspartate_Aminotransferase_Level": 17.57763286, + "Creatinine_Level": 1.312601533, + "LDH_Level": 136.8295731, + "Calcium_Level": 10.08216821, + "Phosphorus_Level": 3.334884511, + "Glucose_Level": 93.94080293, + "Potassium_Level": 4.840669371, + "Sodium_Level": 144.675885, + "Smoking_Pack_Years": 7.574045203 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.10774498, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.13992914, + "White_Blood_Cell_Count": 5.143109641, + "Platelet_Count": 199.0650785, + "Albumin_Level": 4.086541775, + "Alkaline_Phosphatase_Level": 75.22384187, + "Alanine_Aminotransferase_Level": 34.87027845, + "Aspartate_Aminotransferase_Level": 11.00091871, + "Creatinine_Level": 1.48728991, + "LDH_Level": 213.8065855, + "Calcium_Level": 10.09061479, + "Phosphorus_Level": 2.653177134, + "Glucose_Level": 75.06610944, + "Potassium_Level": 4.916544733, + "Sodium_Level": 138.96371, + "Smoking_Pack_Years": 47.67622574 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.08310909, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.60475419, + "White_Blood_Cell_Count": 8.607412809, + "Platelet_Count": 236.9030234, + "Albumin_Level": 3.185797472, + "Alkaline_Phosphatase_Level": 110.3522337, + "Alanine_Aminotransferase_Level": 24.3906441, + "Aspartate_Aminotransferase_Level": 18.86131698, + "Creatinine_Level": 0.507085093, + "LDH_Level": 143.8731142, + "Calcium_Level": 8.210921941, + "Phosphorus_Level": 4.275523324, + "Glucose_Level": 145.611853, + "Potassium_Level": 4.30043369, + "Sodium_Level": 141.9154913, + "Smoking_Pack_Years": 65.10722434 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.50377356, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.9645322, + "White_Blood_Cell_Count": 9.346810041, + "Platelet_Count": 270.5858576, + "Albumin_Level": 4.956333919, + "Alkaline_Phosphatase_Level": 109.3360859, + "Alanine_Aminotransferase_Level": 29.78241379, + "Aspartate_Aminotransferase_Level": 33.84483976, + "Creatinine_Level": 1.052977341, + "LDH_Level": 134.8091491, + "Calcium_Level": 9.627759835, + "Phosphorus_Level": 4.099395618, + "Glucose_Level": 115.2979338, + "Potassium_Level": 4.488253163, + "Sodium_Level": 136.2498055, + "Smoking_Pack_Years": 40.61540258 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.6072139, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.29948635, + "White_Blood_Cell_Count": 5.168177172, + "Platelet_Count": 396.3106962, + "Albumin_Level": 4.807211022, + "Alkaline_Phosphatase_Level": 55.47331789, + "Alanine_Aminotransferase_Level": 33.69793535, + "Aspartate_Aminotransferase_Level": 48.34355726, + "Creatinine_Level": 0.541740951, + "LDH_Level": 240.4796, + "Calcium_Level": 8.566822104, + "Phosphorus_Level": 3.414543549, + "Glucose_Level": 80.60936806, + "Potassium_Level": 4.972969222, + "Sodium_Level": 136.5732261, + "Smoking_Pack_Years": 46.45999625 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.98410775, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.73274112, + "White_Blood_Cell_Count": 6.026893697, + "Platelet_Count": 155.7704955, + "Albumin_Level": 4.58901449, + "Alkaline_Phosphatase_Level": 68.74224089, + "Alanine_Aminotransferase_Level": 22.4632538, + "Aspartate_Aminotransferase_Level": 48.53166362, + "Creatinine_Level": 0.624625061, + "LDH_Level": 134.1328248, + "Calcium_Level": 9.577218574, + "Phosphorus_Level": 2.672068719, + "Glucose_Level": 87.93745606, + "Potassium_Level": 3.578999189, + "Sodium_Level": 138.7078911, + "Smoking_Pack_Years": 54.18555283 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.93743912, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.87387938, + "White_Blood_Cell_Count": 4.243804418, + "Platelet_Count": 239.2711572, + "Albumin_Level": 3.513993138, + "Alkaline_Phosphatase_Level": 33.42916668, + "Alanine_Aminotransferase_Level": 13.69264581, + "Aspartate_Aminotransferase_Level": 23.21596556, + "Creatinine_Level": 1.000651622, + "LDH_Level": 115.1613455, + "Calcium_Level": 9.391124523, + "Phosphorus_Level": 3.36421304, + "Glucose_Level": 139.9852934, + "Potassium_Level": 4.883212328, + "Sodium_Level": 143.5465813, + "Smoking_Pack_Years": 39.82162549 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.90044296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.18888263, + "White_Blood_Cell_Count": 8.115954903, + "Platelet_Count": 174.1332415, + "Albumin_Level": 4.098835307, + "Alkaline_Phosphatase_Level": 42.57375131, + "Alanine_Aminotransferase_Level": 38.83001398, + "Aspartate_Aminotransferase_Level": 14.75879666, + "Creatinine_Level": 0.961721247, + "LDH_Level": 232.643111, + "Calcium_Level": 10.40909634, + "Phosphorus_Level": 4.425767553, + "Glucose_Level": 78.92094843, + "Potassium_Level": 3.951120152, + "Sodium_Level": 137.7745394, + "Smoking_Pack_Years": 75.31930998 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.06642203, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.51600124, + "White_Blood_Cell_Count": 6.987180141, + "Platelet_Count": 387.444109, + "Albumin_Level": 3.658100365, + "Alkaline_Phosphatase_Level": 54.96145004, + "Alanine_Aminotransferase_Level": 7.384609553, + "Aspartate_Aminotransferase_Level": 36.17475926, + "Creatinine_Level": 1.103760108, + "LDH_Level": 164.0800165, + "Calcium_Level": 10.21208441, + "Phosphorus_Level": 3.216449117, + "Glucose_Level": 89.54491419, + "Potassium_Level": 4.717584817, + "Sodium_Level": 143.3184416, + "Smoking_Pack_Years": 33.35830352 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.22970583, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.17102283, + "White_Blood_Cell_Count": 9.775084533, + "Platelet_Count": 398.5565263, + "Albumin_Level": 4.397876743, + "Alkaline_Phosphatase_Level": 117.3003398, + "Alanine_Aminotransferase_Level": 21.35147581, + "Aspartate_Aminotransferase_Level": 42.54631663, + "Creatinine_Level": 1.142203923, + "LDH_Level": 215.3252347, + "Calcium_Level": 10.47127197, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.77516856, + "White_Blood_Cell_Count": 7.314826881, + "Platelet_Count": 310.9663063, + "Albumin_Level": 3.116150781, + "Alkaline_Phosphatase_Level": 53.26862511, + "Alanine_Aminotransferase_Level": 15.32122011, + "Aspartate_Aminotransferase_Level": 21.72063724, + "Creatinine_Level": 1.187724216, + "LDH_Level": 141.0005671, + "Calcium_Level": 8.595404173, + "Phosphorus_Level": 3.636419209, + "Glucose_Level": 116.6399089, + "Potassium_Level": 4.764386894, + "Sodium_Level": 141.1636075, + "Smoking_Pack_Years": 58.34806822 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": 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"Never Smoked", + "Tumor_Size_mm": 82.77031628, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.21977859, + "White_Blood_Cell_Count": 5.937453233, + "Platelet_Count": 421.5706816, + "Albumin_Level": 4.472448717, + "Alkaline_Phosphatase_Level": 41.58387321, + "Alanine_Aminotransferase_Level": 28.04687075, + "Aspartate_Aminotransferase_Level": 17.0712608, + "Creatinine_Level": 1.209337991, + "LDH_Level": 156.1821514, + "Calcium_Level": 9.779703871, + "Phosphorus_Level": 2.888637426, + "Glucose_Level": 76.46509624, + "Potassium_Level": 4.439867773, + "Sodium_Level": 143.0698841, + "Smoking_Pack_Years": 86.50028328 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.10403973, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.17523974, + "White_Blood_Cell_Count": 9.922458134, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.12133667, + "White_Blood_Cell_Count": 7.545382867, + "Platelet_Count": 449.3856242, + "Albumin_Level": 4.82434568, + "Alkaline_Phosphatase_Level": 97.63934062, + "Alanine_Aminotransferase_Level": 26.65685716, + "Aspartate_Aminotransferase_Level": 18.51823401, + "Creatinine_Level": 0.681163046, + "LDH_Level": 183.5874489, + "Calcium_Level": 9.494846705, + "Phosphorus_Level": 2.735140471, + "Glucose_Level": 87.22689876, + "Potassium_Level": 3.501190509, + "Sodium_Level": 144.7542756, + "Smoking_Pack_Years": 74.41392693 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.62129997, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.79749494, + "White_Blood_Cell_Count": 3.61767505, + "Platelet_Count": 290.1021894, + "Albumin_Level": 4.897015401, + "Alkaline_Phosphatase_Level": 66.66735149, + "Alanine_Aminotransferase_Level": 12.7921401, + "Aspartate_Aminotransferase_Level": 17.45714409, + "Creatinine_Level": 0.733390755, + "LDH_Level": 219.3194513, + "Calcium_Level": 9.198614278, + "Phosphorus_Level": 4.812778317, + "Glucose_Level": 140.629293, + "Potassium_Level": 4.907270833, + "Sodium_Level": 143.6497213, + "Smoking_Pack_Years": 62.15817116 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.85678949, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.85074662, + "White_Blood_Cell_Count": 7.299345634, + "Platelet_Count": 432.8150348, + "Albumin_Level": 4.833575035, + "Alkaline_Phosphatase_Level": 63.62794286, + "Alanine_Aminotransferase_Level": 28.37754767, + "Aspartate_Aminotransferase_Level": 45.96808195, + "Creatinine_Level": 1.152297318, + "LDH_Level": 155.7434948, + "Calcium_Level": 9.790988918, + "Phosphorus_Level": 4.517331693, + "Glucose_Level": 99.37503075, + "Potassium_Level": 3.690721987, + "Sodium_Level": 135.1245919, + "Smoking_Pack_Years": 13.77505364 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.41358903, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.24475487, + "White_Blood_Cell_Count": 5.87057935, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.24377878, + "White_Blood_Cell_Count": 7.911731277, + "Platelet_Count": 244.3699119, + "Albumin_Level": 3.811785385, + "Alkaline_Phosphatase_Level": 46.04609158, + "Alanine_Aminotransferase_Level": 21.81056572, + "Aspartate_Aminotransferase_Level": 41.33477179, + "Creatinine_Level": 1.291058052, + "LDH_Level": 137.9834443, + "Calcium_Level": 9.827321425, + "Phosphorus_Level": 4.658356815, + "Glucose_Level": 144.1058652, + "Potassium_Level": 4.769682579, + "Sodium_Level": 140.62397, + "Smoking_Pack_Years": 2.035959592 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.24948994, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.44569422, + "White_Blood_Cell_Count": 4.37384649, + "Platelet_Count": 348.3738721, + "Albumin_Level": 3.599087229, + "Alkaline_Phosphatase_Level": 82.238447, + "Alanine_Aminotransferase_Level": 11.70829309, + "Aspartate_Aminotransferase_Level": 28.3401115, + "Creatinine_Level": 1.481243869, + "LDH_Level": 176.391428, + "Calcium_Level": 8.736972291, + "Phosphorus_Level": 3.271181542, + "Glucose_Level": 126.4794273, + "Potassium_Level": 4.997807639, + "Sodium_Level": 144.7259091, + "Smoking_Pack_Years": 29.22598058 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.82292716, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.45852002, + "White_Blood_Cell_Count": 6.65883888, + "Platelet_Count": 264.4803, + "Albumin_Level": 4.819940743, + "Alkaline_Phosphatase_Level": 110.4998145, + "Alanine_Aminotransferase_Level": 34.07294761, + "Aspartate_Aminotransferase_Level": 30.11154617, + "Creatinine_Level": 1.144806265, + "LDH_Level": 248.2443133, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.35237585, + "White_Blood_Cell_Count": 8.590820115, + "Platelet_Count": 229.3823478, + "Albumin_Level": 4.95747052, + "Alkaline_Phosphatase_Level": 68.04644584, + "Alanine_Aminotransferase_Level": 26.26134397, + "Aspartate_Aminotransferase_Level": 21.39942913, + "Creatinine_Level": 1.404488825, + "LDH_Level": 146.0394844, + "Calcium_Level": 9.641067521, + "Phosphorus_Level": 2.741727251, + "Glucose_Level": 86.60511771, + "Potassium_Level": 4.860093314, + "Sodium_Level": 137.2012797, + "Smoking_Pack_Years": 82.87723302 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.231162452, + "Phosphorus_Level": 4.40329414, + "Glucose_Level": 82.8205465, + "Potassium_Level": 3.960314236, + "Sodium_Level": 135.0189959, + "Smoking_Pack_Years": 67.22990619 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.97404944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.53864596, + "White_Blood_Cell_Count": 9.967579982, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.96784493, + "White_Blood_Cell_Count": 4.586674533, + "Platelet_Count": 231.8611207, + "Albumin_Level": 3.644153533, + "Alkaline_Phosphatase_Level": 76.72543945, + "Alanine_Aminotransferase_Level": 10.85094011, + "Aspartate_Aminotransferase_Level": 32.41610179, + "Creatinine_Level": 1.027145911, + "LDH_Level": 100.3290304, + "Calcium_Level": 9.10336348, + "Phosphorus_Level": 3.22720712, + "Glucose_Level": 100.0928062, + "Potassium_Level": 4.822661261, + "Sodium_Level": 139.3190513, + "Smoking_Pack_Years": 77.27664349 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.3102398, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.40480382, + "White_Blood_Cell_Count": 7.575209769, + "Platelet_Count": 315.9789895, + "Albumin_Level": 3.413729715, + "Alkaline_Phosphatase_Level": 86.83082348, + "Alanine_Aminotransferase_Level": 31.34083492, + "Aspartate_Aminotransferase_Level": 26.03428395, + "Creatinine_Level": 0.822060828, + "LDH_Level": 173.6731037, + "Calcium_Level": 9.80510439, + "Phosphorus_Level": 3.769897177, + "Glucose_Level": 113.3521522, + "Potassium_Level": 3.540629355, + "Sodium_Level": 141.3775684, + "Smoking_Pack_Years": 79.27632354 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.82443241, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.89812733, + "White_Blood_Cell_Count": 8.302665564, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.85768626, + "White_Blood_Cell_Count": 8.700401185, + "Platelet_Count": 241.8759881, + "Albumin_Level": 3.088994251, + "Alkaline_Phosphatase_Level": 71.11651954, + "Alanine_Aminotransferase_Level": 13.06024612, + "Aspartate_Aminotransferase_Level": 30.87272543, + "Creatinine_Level": 0.931641738, + "LDH_Level": 112.4539113, + "Calcium_Level": 8.826711831, + "Phosphorus_Level": 3.42126404, + "Glucose_Level": 92.26140854, + "Potassium_Level": 4.42332424, + "Sodium_Level": 136.290113, + "Smoking_Pack_Years": 32.50719849 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.92949681, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.16763459, + "White_Blood_Cell_Count": 3.702782997, + "Platelet_Count": 206.4859297, + "Albumin_Level": 4.188162493, + "Alkaline_Phosphatase_Level": 117.3022668, + "Alanine_Aminotransferase_Level": 14.82324745, + "Aspartate_Aminotransferase_Level": 23.60184416, + "Creatinine_Level": 1.330148689, + "LDH_Level": 234.8504029, + "Calcium_Level": 8.103484158, + "Phosphorus_Level": 4.984916854, + "Glucose_Level": 137.0178698, + "Potassium_Level": 4.924199922, + "Sodium_Level": 141.2931863, + "Smoking_Pack_Years": 80.84794753 + }, + { 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.43923526, + "White_Blood_Cell_Count": 5.46297218, + "Platelet_Count": 256.9054446, + "Albumin_Level": 3.341131768, + "Alkaline_Phosphatase_Level": 41.69774529, + "Alanine_Aminotransferase_Level": 8.971804288, + "Aspartate_Aminotransferase_Level": 33.45156112, + "Creatinine_Level": 0.616727533, + "LDH_Level": 171.7938799, + "Calcium_Level": 10.38603009, + "Phosphorus_Level": 3.364310388, + "Glucose_Level": 91.31158904, + "Potassium_Level": 3.795838185, + "Sodium_Level": 142.1808657, + "Smoking_Pack_Years": 1.711658637 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.18799641, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.60697908, + "White_Blood_Cell_Count": 7.10688863, + "Platelet_Count": 390.0931433, + "Albumin_Level": 4.885984561, + "Alkaline_Phosphatase_Level": 82.42396742, + "Alanine_Aminotransferase_Level": 39.48973328, + "Aspartate_Aminotransferase_Level": 22.67371328, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.88864238, + "White_Blood_Cell_Count": 6.029646579, + "Platelet_Count": 255.9778249, + "Albumin_Level": 3.77446433, + "Alkaline_Phosphatase_Level": 48.60812992, + "Alanine_Aminotransferase_Level": 17.24412184, + "Aspartate_Aminotransferase_Level": 46.33633596, + "Creatinine_Level": 1.384581922, + "LDH_Level": 218.6749402, + "Calcium_Level": 8.74887477, + "Phosphorus_Level": 4.467748755, + "Glucose_Level": 104.1657315, + "Potassium_Level": 4.907378998, + "Sodium_Level": 135.4625884, + "Smoking_Pack_Years": 16.37922952 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.51446346, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 41.42672021, + "Creatinine_Level": 0.667213129, + "LDH_Level": 208.9736925, + "Calcium_Level": 9.531317336, + "Phosphorus_Level": 4.084582434, + "Glucose_Level": 95.24575578, + "Potassium_Level": 3.80504565, + "Sodium_Level": 136.72481, + "Smoking_Pack_Years": 92.10649813 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.51267623, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.53052137, + "White_Blood_Cell_Count": 6.037368518, + "Platelet_Count": 164.7856204, + "Albumin_Level": 4.755696935, + "Alkaline_Phosphatase_Level": 95.22053121, + "Alanine_Aminotransferase_Level": 32.47206454, + "Aspartate_Aminotransferase_Level": 10.86887008, + "Creatinine_Level": 0.948141971, + "LDH_Level": 187.6683896, + "Calcium_Level": 8.375157333, + "Phosphorus_Level": 3.154964205, + "Glucose_Level": 131.192191, + "Potassium_Level": 4.134137791, + "Sodium_Level": 140.8352519, + "Smoking_Pack_Years": 23.47777354 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.42539434, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.32839825, + "White_Blood_Cell_Count": 4.370993912, + "Platelet_Count": 410.9503261, + "Albumin_Level": 4.397702497, + "Alkaline_Phosphatase_Level": 116.4496615, + "Alanine_Aminotransferase_Level": 6.537196254, + "Aspartate_Aminotransferase_Level": 28.22594679, + "Creatinine_Level": 0.772457413, + "LDH_Level": 201.1757936, + "Calcium_Level": 9.362663575, + "Phosphorus_Level": 4.123664606, + "Glucose_Level": 110.2890444, + "Potassium_Level": 4.689463105, + "Sodium_Level": 139.8050131, + "Smoking_Pack_Years": 9.702896892 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.07471082, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.86476332, + "White_Blood_Cell_Count": 3.747416329, + "Platelet_Count": 346.1186372, + "Albumin_Level": 3.425318457, + "Alkaline_Phosphatase_Level": 119.8763179, + "Alanine_Aminotransferase_Level": 22.91656266, + "Aspartate_Aminotransferase_Level": 17.2944794, + "Creatinine_Level": 0.864783264, + "LDH_Level": 175.6388096, + "Calcium_Level": 10.37821347, + "Phosphorus_Level": 3.505378744, + "Glucose_Level": 139.0590318, + "Potassium_Level": 3.971252824, + "Sodium_Level": 139.4151142, + "Smoking_Pack_Years": 31.78970954 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.25566058, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 65, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.4655972, + "White_Blood_Cell_Count": 8.006748712, + "Platelet_Count": 196.7406526, + "Albumin_Level": 4.991582888, + "Alkaline_Phosphatase_Level": 52.04281158, + "Alanine_Aminotransferase_Level": 33.91518651, + "Aspartate_Aminotransferase_Level": 44.61064324, + "Creatinine_Level": 1.471549935, + "LDH_Level": 141.0286733, + "Calcium_Level": 9.140605998, + "Phosphorus_Level": 2.613215867, + "Glucose_Level": 74.60115482, + "Potassium_Level": 4.442801893, + "Sodium_Level": 141.6884242, + "Smoking_Pack_Years": 15.49152709 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.64994857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.53853239, + "White_Blood_Cell_Count": 7.140146428, + "Platelet_Count": 152.8354111, + "Albumin_Level": 3.877687177, + "Alkaline_Phosphatase_Level": 99.39601857, + "Alanine_Aminotransferase_Level": 21.82064155, + "Aspartate_Aminotransferase_Level": 42.22852885, + "Creatinine_Level": 0.988635956, + "LDH_Level": 189.2393373, + "Calcium_Level": 8.232268513, + "Phosphorus_Level": 3.55631114, + "Glucose_Level": 141.2136862, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 19.93328749, + "Aspartate_Aminotransferase_Level": 18.07171701, + "Creatinine_Level": 1.408506824, + "LDH_Level": 237.0266622, + "Calcium_Level": 9.976955644, + "Phosphorus_Level": 2.712294115, + "Glucose_Level": 118.8031547, + "Potassium_Level": 4.458074407, + "Sodium_Level": 135.2589983, + "Smoking_Pack_Years": 82.68292069 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.02872448, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.51666788, + "White_Blood_Cell_Count": 5.479613532, + "Platelet_Count": 242.1414378, + "Albumin_Level": 3.739681462, + "Alkaline_Phosphatase_Level": 109.315066, + "Alanine_Aminotransferase_Level": 30.5569343, + "Aspartate_Aminotransferase_Level": 44.45886582, + "Creatinine_Level": 1.438369309, + "LDH_Level": 174.808589, + "Calcium_Level": 8.380891232, + "Phosphorus_Level": 4.285954693, + "Glucose_Level": 86.41117086, + "Potassium_Level": 4.126946576, + "Sodium_Level": 144.751935, + "Smoking_Pack_Years": 14.47502432 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.77542589, + "Tumor_Location": 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175, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.8363408, + "White_Blood_Cell_Count": 6.478004375, + "Platelet_Count": 373.1003028, + "Albumin_Level": 3.39251785, + "Alkaline_Phosphatase_Level": 80.48423713, + "Alanine_Aminotransferase_Level": 31.28102064, + "Aspartate_Aminotransferase_Level": 19.76754943, + "Creatinine_Level": 1.489682397, + "LDH_Level": 225.4541102, + "Calcium_Level": 8.856584821, + "Phosphorus_Level": 4.697878127, + "Glucose_Level": 118.1258005, + "Potassium_Level": 3.916637544, + "Sodium_Level": 135.9135865, + "Smoking_Pack_Years": 82.51269597 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.67508283, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.322149, + "White_Blood_Cell_Count": 8.080913041, + "Platelet_Count": 342.7703652, + "Albumin_Level": 3.976196118, + "Alkaline_Phosphatase_Level": 55.44470916, + "Alanine_Aminotransferase_Level": 8.942021972, + "Aspartate_Aminotransferase_Level": 41.09088452, + "Creatinine_Level": 1.213572115, + "LDH_Level": 124.701414, + "Calcium_Level": 9.242773954, + "Phosphorus_Level": 4.70063508, + "Glucose_Level": 77.48692354, + "Potassium_Level": 4.639163536, + "Sodium_Level": 142.6064989, + "Smoking_Pack_Years": 56.55907867 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.29694869, + "Tumor_Location": "Lower 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"Glucose_Level": 146.7018493, + "Potassium_Level": 3.914296124, + "Sodium_Level": 137.0099953, + "Smoking_Pack_Years": 35.9726956 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.19081804, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.51521864, + "White_Blood_Cell_Count": 3.833642355, + "Platelet_Count": 348.4691841, + "Albumin_Level": 3.821601326, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.31031485, + "White_Blood_Cell_Count": 3.921561624, + "Platelet_Count": 206.6276624, + "Albumin_Level": 3.797662175, + "Alkaline_Phosphatase_Level": 62.69583889, + "Alanine_Aminotransferase_Level": 25.27247024, + "Aspartate_Aminotransferase_Level": 47.96924481, + "Creatinine_Level": 1.1653646, + "LDH_Level": 145.2431009, + "Calcium_Level": 8.675958102, + "Phosphorus_Level": 4.30243395, + "Glucose_Level": 131.3727614, + "Potassium_Level": 4.480054906, + "Sodium_Level": 139.9762692, + "Smoking_Pack_Years": 48.98415525 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.18988387, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.42353606, + "White_Blood_Cell_Count": 6.535084382, + "Platelet_Count": 201.6131681, + "Albumin_Level": 3.029869113, + "Alkaline_Phosphatase_Level": 110.2326062, + "Alanine_Aminotransferase_Level": 15.32437124, + "Aspartate_Aminotransferase_Level": 39.54566732, + "Creatinine_Level": 1.413531194, + "LDH_Level": 156.4342909, + "Calcium_Level": 8.149134547, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 41.51808923, + "Alanine_Aminotransferase_Level": 6.87053287, + "Aspartate_Aminotransferase_Level": 24.82549067, + "Creatinine_Level": 0.503325214, + "LDH_Level": 206.8993065, + "Calcium_Level": 8.010298857, + "Phosphorus_Level": 4.715023745, + "Glucose_Level": 73.90876766, + "Potassium_Level": 4.109427252, + "Sodium_Level": 140.6785961, + "Smoking_Pack_Years": 72.30542378 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.21472221, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.35565339, + "White_Blood_Cell_Count": 8.266394419, + "Platelet_Count": 251.058918, + "Albumin_Level": 3.00528733, + "Alkaline_Phosphatase_Level": 84.1120596, + "Alanine_Aminotransferase_Level": 12.6703845, + "Aspartate_Aminotransferase_Level": 25.28644775, + "Creatinine_Level": 0.507101961, + "LDH_Level": 222.9760284, + "Calcium_Level": 8.700400784, + "Phosphorus_Level": 2.628144341, + "Glucose_Level": 148.7092766, + "Potassium_Level": 3.889073701, + "Sodium_Level": 144.2401442, + "Smoking_Pack_Years": 69.66067926 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.16670575, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.26370001, + "White_Blood_Cell_Count": 5.363339818, + "Platelet_Count": 157.2009284, + "Albumin_Level": 4.532141716, + "Alkaline_Phosphatase_Level": 67.23018756, + "Alanine_Aminotransferase_Level": 31.72610926, + "Aspartate_Aminotransferase_Level": 41.35893353, + "Creatinine_Level": 0.592210224, + "LDH_Level": 178.4828918, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.40661147, + "White_Blood_Cell_Count": 8.984590045, + "Platelet_Count": 271.4722828, + "Albumin_Level": 3.52475969, + "Alkaline_Phosphatase_Level": 103.2512554, + "Alanine_Aminotransferase_Level": 19.42722956, + "Aspartate_Aminotransferase_Level": 23.80231248, + "Creatinine_Level": 1.127440765, + "LDH_Level": 113.7893672, + "Calcium_Level": 8.808392448, + "Phosphorus_Level": 4.313938208, + "Glucose_Level": 146.2306512, + "Potassium_Level": 3.830319799, + "Sodium_Level": 139.2002512, + "Smoking_Pack_Years": 61.0600042 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.45528305, + "White_Blood_Cell_Count": 6.014809246, + "Platelet_Count": 154.2630351, + "Albumin_Level": 3.747218285, + "Alkaline_Phosphatase_Level": 102.0889732, + "Alanine_Aminotransferase_Level": 25.09900459, + "Aspartate_Aminotransferase_Level": 39.20629831, + "Creatinine_Level": 1.171497032, + "LDH_Level": 217.1226712, + "Calcium_Level": 9.537818463, + "Phosphorus_Level": 2.640832056, + "Glucose_Level": 101.4875793, + "Potassium_Level": 4.952392595, + "Sodium_Level": 142.6357121, + "Smoking_Pack_Years": 17.42300095 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.64059393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.17985948, + "White_Blood_Cell_Count": 5.797588898, + "Platelet_Count": 246.837991, + "Albumin_Level": 4.215743059, + "Alkaline_Phosphatase_Level": 67.96711632, + "Alanine_Aminotransferase_Level": 33.07159579, + "Aspartate_Aminotransferase_Level": 20.69066482, + "Creatinine_Level": 1.422404436, + "LDH_Level": 142.7418003, + "Calcium_Level": 9.927039681, + "Phosphorus_Level": 2.98088939, + "Glucose_Level": 106.6922001, + "Potassium_Level": 3.587910972, + "Sodium_Level": 144.1518713, + "Smoking_Pack_Years": 42.54802942 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.0796187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.74822455, + "White_Blood_Cell_Count": 5.268591794, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.57955978, + "White_Blood_Cell_Count": 8.34507169, + "Platelet_Count": 305.2607406, + "Albumin_Level": 4.628125592, + "Alkaline_Phosphatase_Level": 53.49079778, + "Alanine_Aminotransferase_Level": 39.33652749, + "Aspartate_Aminotransferase_Level": 22.95854467, + "Creatinine_Level": 1.246651853, + "LDH_Level": 118.1468852, + "Calcium_Level": 9.789460676, + "Phosphorus_Level": 2.562897336, + "Glucose_Level": 94.08240071, + "Potassium_Level": 4.750727375, + "Sodium_Level": 135.4228797, + "Smoking_Pack_Years": 24.9790351 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.3292004, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.57536757, + "White_Blood_Cell_Count": 6.233773906, + "Platelet_Count": 380.5148307, + "Albumin_Level": 3.498604254, + "Alkaline_Phosphatase_Level": 48.65342695, + "Alanine_Aminotransferase_Level": 15.57088176, + "Aspartate_Aminotransferase_Level": 45.49225479, + "Creatinine_Level": 1.485754987, + "LDH_Level": 140.3049721, + "Calcium_Level": 10.1641945, + "Phosphorus_Level": 2.641560973, + "Glucose_Level": 95.67735752, + "Potassium_Level": 4.095680206, + "Sodium_Level": 144.6499381, + "Smoking_Pack_Years": 76.06594056 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.72672409, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.19468028, + "White_Blood_Cell_Count": 8.57715954, + "Platelet_Count": 397.9918685, + "Albumin_Level": 3.556464999, + "Alkaline_Phosphatase_Level": 116.1350247, + "Alanine_Aminotransferase_Level": 36.71878975, + "Aspartate_Aminotransferase_Level": 10.91376124, + "Creatinine_Level": 1.046426944, + "LDH_Level": 164.8100606, + "Calcium_Level": 8.07997102, + "Phosphorus_Level": 3.382798015, + "Glucose_Level": 127.6501577, + "Potassium_Level": 4.745593877, + "Sodium_Level": 139.2996134, + "Smoking_Pack_Years": 92.61699457 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.56987237, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.56825359, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.68953344, + "White_Blood_Cell_Count": 6.255002859, + "Platelet_Count": 287.2915814, + "Albumin_Level": 4.268878383, + "Alkaline_Phosphatase_Level": 118.6092796, + "Alanine_Aminotransferase_Level": 30.72224282, + "Aspartate_Aminotransferase_Level": 14.75045306, + "Creatinine_Level": 0.947979502, + "LDH_Level": 229.8002561, + "Calcium_Level": 8.027876908, + "Phosphorus_Level": 3.733017288, + "Glucose_Level": 123.4092626, + "Potassium_Level": 4.702926698, + "Sodium_Level": 135.1171359, + "Smoking_Pack_Years": 66.59911774 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.80271865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.44480365, + "White_Blood_Cell_Count": 8.066697331, + "Platelet_Count": 253.6473853, + "Albumin_Level": 3.119504799, + "Alkaline_Phosphatase_Level": 81.16259908, + "Alanine_Aminotransferase_Level": 34.54555806, + "Aspartate_Aminotransferase_Level": 35.80854796, + "Creatinine_Level": 1.182593792, + "LDH_Level": 227.8174777, + "Calcium_Level": 10.13959186, + "Phosphorus_Level": 4.200234262, + "Glucose_Level": 97.37812267, + "Potassium_Level": 4.757929505, + 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33.80352132, + "Aspartate_Aminotransferase_Level": 32.80787975, + "Creatinine_Level": 1.135607161, + "LDH_Level": 150.0238382, + "Calcium_Level": 8.642513479, + "Phosphorus_Level": 3.634231257, + "Glucose_Level": 128.8516683, + "Potassium_Level": 3.953042412, + "Sodium_Level": 139.3008415, + "Smoking_Pack_Years": 16.54869209 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.49986222, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.41799721, + "White_Blood_Cell_Count": 3.909328535, + "Platelet_Count": 169.7122724, + "Albumin_Level": 4.828042171, + "Alkaline_Phosphatase_Level": 50.41980233, + "Alanine_Aminotransferase_Level": 13.34473491, + "Aspartate_Aminotransferase_Level": 34.31810219, + "Creatinine_Level": 0.706605503, + "LDH_Level": 178.5349694, + "Calcium_Level": 8.864100674, + "Phosphorus_Level": 3.318231141, + "Glucose_Level": 77.64502383, + "Potassium_Level": 4.519298379, + "Sodium_Level": 138.1766048, + "Smoking_Pack_Years": 91.3140163 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.90911331, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.34093782, + "White_Blood_Cell_Count": 7.969097316, + "Platelet_Count": 237.2282324, + "Albumin_Level": 3.578015339, + "Alkaline_Phosphatase_Level": 79.82784533, + "Alanine_Aminotransferase_Level": 12.74235956, + "Aspartate_Aminotransferase_Level": 23.65523496, + "Creatinine_Level": 1.040562441, + "LDH_Level": 133.92726, + "Calcium_Level": 9.791422308, + "Phosphorus_Level": 4.512968474, + "Glucose_Level": 112.2941223, + "Potassium_Level": 3.809288144, + "Sodium_Level": 141.3672786, + "Smoking_Pack_Years": 33.4501813 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.64717656, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.5117383, + "White_Blood_Cell_Count": 8.863891428, + "Platelet_Count": 352.2190314, + "Albumin_Level": 3.801311634, + "Alkaline_Phosphatase_Level": 100.0787965, + "Alanine_Aminotransferase_Level": 25.96790465, + "Aspartate_Aminotransferase_Level": 41.52705306, + "Creatinine_Level": 1.003770576, + "LDH_Level": 216.7872407, + "Calcium_Level": 9.736185011, + "Phosphorus_Level": 4.767943431, + "Glucose_Level": 145.2898185, + "Potassium_Level": 3.667422823, + "Sodium_Level": 135.3399582, + "Smoking_Pack_Years": 78.45529984 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.75929532, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.76031911, + "White_Blood_Cell_Count": 8.404330935, + "Platelet_Count": 430.3086152, + "Albumin_Level": 3.439223558, + "Alkaline_Phosphatase_Level": 100.010712, + "Alanine_Aminotransferase_Level": 14.25864994, + "Aspartate_Aminotransferase_Level": 25.09615584, + "Creatinine_Level": 0.812743701, + "LDH_Level": 114.47141, + "Calcium_Level": 9.591120651, + "Phosphorus_Level": 4.512579934, + "Glucose_Level": 130.5215838, + "Potassium_Level": 4.147564749, + "Sodium_Level": 141.8152438, + "Smoking_Pack_Years": 23.25506406 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.0275295, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.11047641, + "White_Blood_Cell_Count": 6.795949422, + "Platelet_Count": 281.7965725, + "Albumin_Level": 4.437124851, + "Alkaline_Phosphatase_Level": 90.2025872, + "Alanine_Aminotransferase_Level": 10.67718435, + "Aspartate_Aminotransferase_Level": 13.1999835, + "Creatinine_Level": 1.149459488, + "LDH_Level": 248.9053058, + "Calcium_Level": 9.221512471, + "Phosphorus_Level": 4.349852211, + "Glucose_Level": 130.3638917, + "Potassium_Level": 4.234363632, + "Sodium_Level": 137.6387525, + "Smoking_Pack_Years": 40.31734125 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.47775253, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.81802973, + "White_Blood_Cell_Count": 9.851992437, + "Platelet_Count": 311.3387256, + "Albumin_Level": 3.435213379, + "Alkaline_Phosphatase_Level": 35.92971773, + "Alanine_Aminotransferase_Level": 24.85421233, + "Aspartate_Aminotransferase_Level": 48.86240061, + "Creatinine_Level": 0.757898479, + "LDH_Level": 167.655453, + "Calcium_Level": 10.46385012, + "Phosphorus_Level": 4.498048237, + "Glucose_Level": 100.337786, + "Potassium_Level": 3.594090539, + "Sodium_Level": 141.7919367, + "Smoking_Pack_Years": 28.03754174 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.43407864, + "Tumor_Location": 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124.3389558, + "Potassium_Level": 4.225861512, + "Sodium_Level": 136.0325922, + "Smoking_Pack_Years": 74.63612891 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.18314338, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.20650219, + "White_Blood_Cell_Count": 5.772558635, + "Platelet_Count": 382.6931215, + "Albumin_Level": 4.922635343, + "Alkaline_Phosphatase_Level": 91.9206571, + "Alanine_Aminotransferase_Level": 16.93341507, + "Aspartate_Aminotransferase_Level": 23.62747332, + "Creatinine_Level": 1.379208112, + "LDH_Level": 158.8867394, + "Calcium_Level": 10.33090527, + "Phosphorus_Level": 4.238728886, + "Glucose_Level": 125.3825773, + "Potassium_Level": 3.825065973, + "Sodium_Level": 143.5859283, + "Smoking_Pack_Years": 69.01064239 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.01798497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.05676051, + "White_Blood_Cell_Count": 5.794497804, + "Platelet_Count": 319.0475335, + "Albumin_Level": 3.973227102, + "Alkaline_Phosphatase_Level": 40.52984952, + "Alanine_Aminotransferase_Level": 7.529588016, + "Aspartate_Aminotransferase_Level": 17.74826425, + "Creatinine_Level": 0.567159965, + "LDH_Level": 125.9379135, + "Calcium_Level": 9.989774883, + "Phosphorus_Level": 4.36443288, + "Glucose_Level": 94.6923185, + "Potassium_Level": 4.416647663, + "Sodium_Level": 137.5636162, + "Smoking_Pack_Years": 68.6492347 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.53953463, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.42704227, + "White_Blood_Cell_Count": 9.949164395, + "Platelet_Count": 241.8002805, + "Albumin_Level": 3.731389388, + "Alkaline_Phosphatase_Level": 82.86657815, + "Alanine_Aminotransferase_Level": 22.68360281, + "Aspartate_Aminotransferase_Level": 41.53174099, + "Creatinine_Level": 1.041806895, + "LDH_Level": 228.1618234, + "Calcium_Level": 10.12013486, + "Phosphorus_Level": 3.653356264, + "Glucose_Level": 76.34859918, + "Potassium_Level": 3.91026561, + "Sodium_Level": 138.1775749, + "Smoking_Pack_Years": 3.88124042 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.19392454, + "Tumor_Location": "Upper 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"Potassium_Level": 4.793490122, + "Sodium_Level": 144.95659, + "Smoking_Pack_Years": 88.07550532 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.69972675, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.12818791, + "White_Blood_Cell_Count": 6.297460566, + "Platelet_Count": 201.8192976, + "Albumin_Level": 3.740749751, + "Alkaline_Phosphatase_Level": 48.08845932, + "Alanine_Aminotransferase_Level": 25.30210419, + "Aspartate_Aminotransferase_Level": 34.38966329, + "Creatinine_Level": 0.733380388, + "LDH_Level": 226.4671852, + "Calcium_Level": 9.957261543, + "Phosphorus_Level": 4.413257365, + "Glucose_Level": 107.4244293, + "Potassium_Level": 3.943736313, + "Sodium_Level": 139.1919779, + "Smoking_Pack_Years": 17.97505382 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.29615845, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.71798875, + "White_Blood_Cell_Count": 5.264258981, + "Platelet_Count": 221.8972882, + "Albumin_Level": 3.805561734, + "Alkaline_Phosphatase_Level": 48.83897928, + "Alanine_Aminotransferase_Level": 17.13545506, + "Aspartate_Aminotransferase_Level": 22.69475259, + "Creatinine_Level": 0.751217206, + "LDH_Level": 121.2291705, + "Calcium_Level": 10.17681296, + "Phosphorus_Level": 2.550357161, + "Glucose_Level": 139.0513848, + "Potassium_Level": 4.592443273, + "Sodium_Level": 143.1924983, + "Smoking_Pack_Years": 58.41376962 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.4694445, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.59201611, + "White_Blood_Cell_Count": 9.185289082, + "Platelet_Count": 393.0104615, + "Albumin_Level": 4.31774033, + "Alkaline_Phosphatase_Level": 114.9947742, + "Alanine_Aminotransferase_Level": 18.79104114, + "Aspartate_Aminotransferase_Level": 37.65699026, + "Creatinine_Level": 0.945060577, + "LDH_Level": 178.9296488, + "Calcium_Level": 8.620033393, + "Phosphorus_Level": 2.536833507, + "Glucose_Level": 82.80351031, + "Potassium_Level": 3.847381056, + "Sodium_Level": 136.4422671, + "Smoking_Pack_Years": 40.4155166 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.62571115, + "Tumor_Location": 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85.78215909, + "Alanine_Aminotransferase_Level": 12.04393549, + "Aspartate_Aminotransferase_Level": 45.31282271, + "Creatinine_Level": 1.394477685, + "LDH_Level": 206.6364276, + "Calcium_Level": 9.248848295, + "Phosphorus_Level": 4.470122119, + "Glucose_Level": 135.2344884, + "Potassium_Level": 4.532203995, + "Sodium_Level": 142.3535411, + "Smoking_Pack_Years": 46.76485296 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.2692965, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.90884509, + "White_Blood_Cell_Count": 8.131529884, + "Platelet_Count": 253.6314817, + "Albumin_Level": 4.141433847, + "Alkaline_Phosphatase_Level": 76.80820867, + "Alanine_Aminotransferase_Level": 13.74469681, + "Aspartate_Aminotransferase_Level": 39.98413959, + "Creatinine_Level": 0.543447424, + "LDH_Level": 196.26703, + "Calcium_Level": 10.3159316, + "Phosphorus_Level": 4.85096009, + "Glucose_Level": 109.8226564, + "Potassium_Level": 3.602169624, + "Sodium_Level": 143.8706728, + "Smoking_Pack_Years": 13.25689763 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.30196495, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.00051844, + "White_Blood_Cell_Count": 9.353860296, + "Platelet_Count": 226.2735896, + "Albumin_Level": 4.963930289, + "Alkaline_Phosphatase_Level": 54.58792085, + "Alanine_Aminotransferase_Level": 17.20248593, + "Aspartate_Aminotransferase_Level": 35.39341984, + "Creatinine_Level": 0.597838355, + "LDH_Level": 173.5970268, + "Calcium_Level": 9.640313224, + 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"Creatinine_Level": 1.293877304, + "LDH_Level": 139.6112709, + "Calcium_Level": 9.008123356, + "Phosphorus_Level": 3.44528075, + "Glucose_Level": 96.06878347, + "Potassium_Level": 4.998328944, + "Sodium_Level": 139.795188, + "Smoking_Pack_Years": 65.10954028 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.00346895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.66430275, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.39218414, + "White_Blood_Cell_Count": 3.597076368, + "Platelet_Count": 225.0658723, + "Albumin_Level": 4.790659691, + "Alkaline_Phosphatase_Level": 74.50628662, + "Alanine_Aminotransferase_Level": 18.94614093, + "Aspartate_Aminotransferase_Level": 16.42595474, + "Creatinine_Level": 1.209734982, + "LDH_Level": 129.9848525, + "Calcium_Level": 8.023725462, + "Phosphorus_Level": 3.039801701, + "Glucose_Level": 75.28510205, + "Potassium_Level": 4.487465948, + "Sodium_Level": 137.3345575, + "Smoking_Pack_Years": 0.378220306 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.49310087, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.39492692, + "White_Blood_Cell_Count": 6.223796418, + "Platelet_Count": 248.3098481, + "Albumin_Level": 4.963229283, + "Alkaline_Phosphatase_Level": 36.54604428, + "Alanine_Aminotransferase_Level": 39.03349866, + "Aspartate_Aminotransferase_Level": 30.30262552, + "Creatinine_Level": 1.274338116, + "LDH_Level": 104.5242056, + "Calcium_Level": 8.436978338, + "Phosphorus_Level": 3.668286645, + "Glucose_Level": 114.1996313, + "Potassium_Level": 4.636889563, + "Sodium_Level": 137.1922271, + "Smoking_Pack_Years": 42.48149909 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.39565456, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.07732914, + "White_Blood_Cell_Count": 9.620799401, + "Platelet_Count": 152.0409752, + "Albumin_Level": 4.865117035, + "Alkaline_Phosphatase_Level": 35.05886576, + "Alanine_Aminotransferase_Level": 21.98180011, + "Aspartate_Aminotransferase_Level": 12.53635713, + "Creatinine_Level": 1.082850414, + "LDH_Level": 157.9852913, + "Calcium_Level": 8.920628173, + "Phosphorus_Level": 4.764064519, + "Glucose_Level": 124.7808716, + "Potassium_Level": 4.947361801, + "Sodium_Level": 143.7845408, + "Smoking_Pack_Years": 21.11619877 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.57736124, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.32714525, + "White_Blood_Cell_Count": 9.351162274, + "Platelet_Count": 287.0398197, + "Albumin_Level": 3.09264912, + "Alkaline_Phosphatase_Level": 57.76849056, + "Alanine_Aminotransferase_Level": 19.52640767, + "Aspartate_Aminotransferase_Level": 29.24960742, + "Creatinine_Level": 1.470088443, + "LDH_Level": 113.3255159, + "Calcium_Level": 9.596437536, + "Phosphorus_Level": 2.7459938, + "Glucose_Level": 140.2714271, + "Potassium_Level": 4.554787825, + "Sodium_Level": 137.5571677, + "Smoking_Pack_Years": 66.6643132 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.10051003, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.09501552, + "White_Blood_Cell_Count": 6.970880654, + "Platelet_Count": 197.5392448, + "Albumin_Level": 3.053032584, + "Alkaline_Phosphatase_Level": 31.78886143, + "Alanine_Aminotransferase_Level": 14.19095402, + "Aspartate_Aminotransferase_Level": 36.07753774, + "Creatinine_Level": 0.552204763, + "LDH_Level": 119.0581127, + "Calcium_Level": 8.265010147, + "Phosphorus_Level": 4.765369571, + "Glucose_Level": 109.9313309, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.83816118, + "White_Blood_Cell_Count": 5.164141324, + "Platelet_Count": 261.6314921, + "Albumin_Level": 3.953654483, + "Alkaline_Phosphatase_Level": 81.07503308, + "Alanine_Aminotransferase_Level": 29.17351541, + "Aspartate_Aminotransferase_Level": 47.44192359, + "Creatinine_Level": 1.136983805, + "LDH_Level": 247.5028182, + "Calcium_Level": 10.37424563, + "Phosphorus_Level": 3.293885185, + "Glucose_Level": 149.190551, + "Potassium_Level": 4.052392693, + "Sodium_Level": 135.8976412, + "Smoking_Pack_Years": 36.41147462 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.7006003, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.60626005, + "White_Blood_Cell_Count": 4.008532899, + "Platelet_Count": 259.6786161, + "Albumin_Level": 3.10367052, + "Alkaline_Phosphatase_Level": 79.98309991, + "Alanine_Aminotransferase_Level": 13.56894722, + "Aspartate_Aminotransferase_Level": 30.50692847, + "Creatinine_Level": 0.55950994, + "LDH_Level": 154.7317692, + "Calcium_Level": 9.242218899, + "Phosphorus_Level": 2.570098987, + "Glucose_Level": 72.34627198, + "Potassium_Level": 3.568832093, + "Sodium_Level": 137.9787412, + "Smoking_Pack_Years": 0.950260242 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.04560604, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.64623813, + "White_Blood_Cell_Count": 3.645752678, + "Platelet_Count": 376.028819, + "Albumin_Level": 4.749386321, + "Alkaline_Phosphatase_Level": 69.00479582, + "Alanine_Aminotransferase_Level": 19.18119298, + "Aspartate_Aminotransferase_Level": 13.47211883, + "Creatinine_Level": 1.148408868, + "LDH_Level": 115.1422969, + "Calcium_Level": 8.947191231, + "Phosphorus_Level": 4.183511887, + "Glucose_Level": 132.8024878, + "Potassium_Level": 4.900442248, + "Sodium_Level": 137.8174742, + "Smoking_Pack_Years": 38.37546811 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.72616222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.96371762, + "White_Blood_Cell_Count": 5.517499285, + "Platelet_Count": 246.4677801, + "Albumin_Level": 4.190984445, + "Alkaline_Phosphatase_Level": 47.90157303, + "Alanine_Aminotransferase_Level": 15.79181723, + "Aspartate_Aminotransferase_Level": 38.84289692, + "Creatinine_Level": 0.780804397, + "LDH_Level": 162.1961944, + "Calcium_Level": 9.693054753, + "Phosphorus_Level": 2.576721785, + "Glucose_Level": 91.60916044, + "Potassium_Level": 3.530055266, + "Sodium_Level": 136.6194113, + "Smoking_Pack_Years": 29.74792571 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.69115278, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.76275984, + "White_Blood_Cell_Count": 7.217488331, + "Platelet_Count": 357.7424282, + "Albumin_Level": 3.518512016, + "Alkaline_Phosphatase_Level": 44.53972227, + "Alanine_Aminotransferase_Level": 39.44321103, + "Aspartate_Aminotransferase_Level": 39.08413884, + "Creatinine_Level": 0.723048588, + "LDH_Level": 118.2462679, + "Calcium_Level": 8.163409363, + "Phosphorus_Level": 2.780590719, + "Glucose_Level": 104.9670767, + "Potassium_Level": 3.952725361, + "Sodium_Level": 137.8185102, + "Smoking_Pack_Years": 32.41908466 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.1592415, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.39212595, + "White_Blood_Cell_Count": 9.384125651, + "Platelet_Count": 244.832883, + "Albumin_Level": 4.962076829, + "Alkaline_Phosphatase_Level": 97.47295611, + "Alanine_Aminotransferase_Level": 39.10554536, + "Aspartate_Aminotransferase_Level": 14.55762988, + "Creatinine_Level": 0.806265673, + "LDH_Level": 188.2749117, + "Calcium_Level": 8.601708987, + "Phosphorus_Level": 2.676272922, + "Glucose_Level": 136.8205935, + "Potassium_Level": 3.79132962, + "Sodium_Level": 140.4368237, + "Smoking_Pack_Years": 0.467589531 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.9935128, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.27232031, + "White_Blood_Cell_Count": 5.10514989, + "Platelet_Count": 353.342896, + "Albumin_Level": 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"Tumor_Size_mm": 54.4966439, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.71037412, + "White_Blood_Cell_Count": 5.145846682, + "Platelet_Count": 418.4062221, + "Albumin_Level": 3.129178203, + "Alkaline_Phosphatase_Level": 52.04177165, + "Alanine_Aminotransferase_Level": 35.17701308, + "Aspartate_Aminotransferase_Level": 12.81106925, + "Creatinine_Level": 0.703086747, + "LDH_Level": 243.42456, + "Calcium_Level": 8.529991109, + 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10.28988277, + "Phosphorus_Level": 3.978472408, + "Glucose_Level": 100.1573364, + "Potassium_Level": 3.920271992, + "Sodium_Level": 138.7752019, + "Smoking_Pack_Years": 76.04672668 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.1986341, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.88088384, + "White_Blood_Cell_Count": 4.538971754, + "Platelet_Count": 381.0715197, + "Albumin_Level": 4.537159396, + "Alkaline_Phosphatase_Level": 55.23669483, + "Alanine_Aminotransferase_Level": 27.79777338, + "Aspartate_Aminotransferase_Level": 10.65586127, + "Creatinine_Level": 0.769211091, + "LDH_Level": 137.6151948, + "Calcium_Level": 8.231637019, + "Phosphorus_Level": 4.9360814, + "Glucose_Level": 127.6676671, + "Potassium_Level": 3.809788478, + "Sodium_Level": 143.578255, + "Smoking_Pack_Years": 44.1085401 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.93540362, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.710223, + "White_Blood_Cell_Count": 8.034926026, + "Platelet_Count": 419.605969, + "Albumin_Level": 4.595828203, + "Alkaline_Phosphatase_Level": 46.97652266, + "Alanine_Aminotransferase_Level": 21.99054536, + "Aspartate_Aminotransferase_Level": 31.95262392, + "Creatinine_Level": 1.366262323, + "LDH_Level": 226.3012386, + "Calcium_Level": 9.536521489, + "Phosphorus_Level": 3.5492327, + "Glucose_Level": 112.220529, + "Potassium_Level": 4.727885963, + "Sodium_Level": 136.0799205, + "Smoking_Pack_Years": 78.18110589 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.59529489, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.62890605, + "White_Blood_Cell_Count": 5.683974373, + "Platelet_Count": 191.375326, + "Albumin_Level": 3.024763999, + "Alkaline_Phosphatase_Level": 36.7220198, + "Alanine_Aminotransferase_Level": 27.56949582, + "Aspartate_Aminotransferase_Level": 22.5099805, + "Creatinine_Level": 1.386303378, + "LDH_Level": 201.4465026, + "Calcium_Level": 8.970607375, + "Phosphorus_Level": 3.346155504, + "Glucose_Level": 95.52309419, + "Potassium_Level": 3.948202559, + "Sodium_Level": 138.461756, + "Smoking_Pack_Years": 91.98491979 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.57371731, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.42507858, + "White_Blood_Cell_Count": 6.648253203, + 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"Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.06711418, + "White_Blood_Cell_Count": 5.781146245, + "Platelet_Count": 365.2748369, + "Albumin_Level": 4.838538732, + "Alkaline_Phosphatase_Level": 52.5070138, + "Alanine_Aminotransferase_Level": 38.23662731, + "Aspartate_Aminotransferase_Level": 22.89866178, + "Creatinine_Level": 1.285140566, + "LDH_Level": 124.0642617, + "Calcium_Level": 10.42464926, + "Phosphorus_Level": 3.262065422, + "Glucose_Level": 109.8935163, + "Potassium_Level": 3.513554866, + "Sodium_Level": 140.2112347, + "Smoking_Pack_Years": 1.996583927 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.94772386, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.78058564, + "White_Blood_Cell_Count": 4.14072211, + "Platelet_Count": 249.46822, + "Albumin_Level": 3.598925145, + "Alkaline_Phosphatase_Level": 101.6796053, + "Alanine_Aminotransferase_Level": 28.62524122, + "Aspartate_Aminotransferase_Level": 22.20239515, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.26245832, + "White_Blood_Cell_Count": 6.910101957, + "Platelet_Count": 237.8033914, + "Albumin_Level": 3.20852243, + "Alkaline_Phosphatase_Level": 93.53186964, + "Alanine_Aminotransferase_Level": 39.7665379, + "Aspartate_Aminotransferase_Level": 30.26748486, + "Creatinine_Level": 1.222671834, + "LDH_Level": 109.6626696, + "Calcium_Level": 9.820622893, + "Phosphorus_Level": 3.150727988, + "Glucose_Level": 134.6061326, + "Potassium_Level": 4.586640821, + "Sodium_Level": 140.1005858, + "Smoking_Pack_Years": 42.15455604 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.50338661, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.12852213, + "White_Blood_Cell_Count": 6.01095283, + "Platelet_Count": 159.9517719, + "Albumin_Level": 4.796087626, + "Alkaline_Phosphatase_Level": 87.17493156, + "Alanine_Aminotransferase_Level": 19.74373219, + "Aspartate_Aminotransferase_Level": 35.00254708, + "Creatinine_Level": 0.568176346, + "LDH_Level": 148.176659, + "Calcium_Level": 8.527357324, + "Phosphorus_Level": 4.238479246, + "Glucose_Level": 113.0244603, + "Potassium_Level": 3.683876518, + "Sodium_Level": 139.1597316, + "Smoking_Pack_Years": 58.64738072 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.41112787, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 17.17369722, + "Creatinine_Level": 0.774855803, + "LDH_Level": 118.7365232, + "Calcium_Level": 9.32670738, + "Phosphorus_Level": 4.082804586, + "Glucose_Level": 119.8791812, + "Potassium_Level": 4.897234417, + "Sodium_Level": 135.0539127, + "Smoking_Pack_Years": 45.17224221 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.81526399, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 73, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.63206253, + "White_Blood_Cell_Count": 9.81573803, + "Platelet_Count": 418.9551563, + "Albumin_Level": 4.852803788, + "Alkaline_Phosphatase_Level": 60.18434143, + "Alanine_Aminotransferase_Level": 6.201829881, + "Aspartate_Aminotransferase_Level": 28.0483106, + "Creatinine_Level": 1.146352116, + "LDH_Level": 144.8158285, + "Calcium_Level": 8.215880868, + "Phosphorus_Level": 4.762372444, + "Glucose_Level": 86.72008193, + "Potassium_Level": 4.365551009, + "Sodium_Level": 137.7338451, + "Smoking_Pack_Years": 23.88317723 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.2497846, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.67911792, + "White_Blood_Cell_Count": 6.250557017, + "Platelet_Count": 400.3618837, + "Albumin_Level": 3.493867931, + "Alkaline_Phosphatase_Level": 79.17489082, + "Alanine_Aminotransferase_Level": 26.6983677, + "Aspartate_Aminotransferase_Level": 28.82949096, + "Creatinine_Level": 1.366910399, + "LDH_Level": 107.3622857, + "Calcium_Level": 8.604553617, + "Phosphorus_Level": 4.413145653, + "Glucose_Level": 85.66563368, + "Potassium_Level": 3.62095037, + "Sodium_Level": 137.5326158, + "Smoking_Pack_Years": 64.68761285 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.98411974, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.91445958, + "White_Blood_Cell_Count": 4.967822442, + "Platelet_Count": 335.2391567, + "Albumin_Level": 3.081021153, + "Alkaline_Phosphatase_Level": 32.99502997, + "Alanine_Aminotransferase_Level": 36.90899748, + "Aspartate_Aminotransferase_Level": 19.60620317, + "Creatinine_Level": 0.809319787, + "LDH_Level": 226.0357164, + "Calcium_Level": 8.32506885, + "Phosphorus_Level": 3.206642287, + "Glucose_Level": 137.5425381, + "Potassium_Level": 4.118296666, + "Sodium_Level": 140.9642016, + "Smoking_Pack_Years": 65.71266957 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.63631436, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.4916941, + "White_Blood_Cell_Count": 6.99573639, + "Platelet_Count": 246.1404252, + "Albumin_Level": 3.833659927, + "Alkaline_Phosphatase_Level": 92.81039043, + "Alanine_Aminotransferase_Level": 28.3580144, + "Aspartate_Aminotransferase_Level": 10.45871645, + "Creatinine_Level": 1.350627993, + "LDH_Level": 161.3207091, + "Calcium_Level": 9.209363843, + "Phosphorus_Level": 4.255385731, + "Glucose_Level": 80.0988317, + "Potassium_Level": 3.685587106, + "Sodium_Level": 137.7230296, + "Smoking_Pack_Years": 49.32268977 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.41000216, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.47405517, + "White_Blood_Cell_Count": 3.840592882, + "Platelet_Count": 381.0894341, + "Albumin_Level": 3.148170213, + "Alkaline_Phosphatase_Level": 117.3779989, + "Alanine_Aminotransferase_Level": 5.600813928, + "Aspartate_Aminotransferase_Level": 36.57065154, + "Creatinine_Level": 1.367849019, + "LDH_Level": 165.6026029, + "Calcium_Level": 8.873477514, + "Phosphorus_Level": 2.667596801, + "Glucose_Level": 116.5546402, + "Potassium_Level": 4.859826077, + "Sodium_Level": 143.8319439, + "Smoking_Pack_Years": 77.27054932 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.44656658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.73636871, + "White_Blood_Cell_Count": 4.064852349, + "Platelet_Count": 363.7322654, + "Albumin_Level": 4.792515818, + "Alkaline_Phosphatase_Level": 35.1783079, + "Alanine_Aminotransferase_Level": 23.48198733, + "Aspartate_Aminotransferase_Level": 13.91775622, + "Creatinine_Level": 1.210460221, + "LDH_Level": 152.9766957, + "Calcium_Level": 8.857089421, + "Phosphorus_Level": 4.96521614, + "Glucose_Level": 127.7106475, + "Potassium_Level": 4.870764166, + "Sodium_Level": 137.7324679, + "Smoking_Pack_Years": 61.92168183 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.77556919, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 25.66790883, + "Aspartate_Aminotransferase_Level": 33.00624563, + "Creatinine_Level": 0.968343746, + "LDH_Level": 208.3558179, + "Calcium_Level": 8.331241751, + "Phosphorus_Level": 3.431557667, + "Glucose_Level": 104.4633219, + "Potassium_Level": 4.914714507, + "Sodium_Level": 143.3219797, + "Smoking_Pack_Years": 30.40471325 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.21614312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.94393933, + "White_Blood_Cell_Count": 8.005898006, + "Platelet_Count": 293.5739853, + "Albumin_Level": 4.055950734, + "Alkaline_Phosphatase_Level": 93.53743374, + "Alanine_Aminotransferase_Level": 14.73523165, + "Aspartate_Aminotransferase_Level": 48.56751815, + "Creatinine_Level": 0.993006178, + "LDH_Level": 136.9058398, + "Calcium_Level": 8.040311356, + "Phosphorus_Level": 3.697490494, + "Glucose_Level": 115.6947506, + "Potassium_Level": 4.696859101, + "Sodium_Level": 143.3460799, + "Smoking_Pack_Years": 68.05680448 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.0861296, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.6567664, + "White_Blood_Cell_Count": 7.352031696, + "Platelet_Count": 369.3147416, + "Albumin_Level": 4.662776912, + "Alkaline_Phosphatase_Level": 32.3170826, + "Alanine_Aminotransferase_Level": 22.80206482, + "Aspartate_Aminotransferase_Level": 46.8355471, + "Creatinine_Level": 0.916705612, + "LDH_Level": 126.5980742, + "Calcium_Level": 10.35140316, + "Phosphorus_Level": 3.962238582, + "Glucose_Level": 118.6586189, + "Potassium_Level": 3.581403289, + "Sodium_Level": 144.6313762, + "Smoking_Pack_Years": 73.01028834 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.10464941, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.99122715, + "White_Blood_Cell_Count": 8.575770434, + "Platelet_Count": 340.052653, + "Albumin_Level": 3.14141812, + "Alkaline_Phosphatase_Level": 85.5543542, + "Alanine_Aminotransferase_Level": 14.17586936, + "Aspartate_Aminotransferase_Level": 45.59867353, + "Creatinine_Level": 0.58449605, + "LDH_Level": 219.2728874, + "Calcium_Level": 8.943683963, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.90707557, + "White_Blood_Cell_Count": 7.224139364, + "Platelet_Count": 192.5401272, + "Albumin_Level": 3.804922242, + "Alkaline_Phosphatase_Level": 75.08982019, + "Alanine_Aminotransferase_Level": 12.84899057, + "Aspartate_Aminotransferase_Level": 45.29268764, + "Creatinine_Level": 1.371525631, + "LDH_Level": 153.0401746, + "Calcium_Level": 9.91190393, + "Phosphorus_Level": 3.09555007, + "Glucose_Level": 102.9484965, + "Potassium_Level": 4.402656106, + "Sodium_Level": 135.3341006, + "Smoking_Pack_Years": 78.45900023 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.32812781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.24528393, + "White_Blood_Cell_Count": 7.309827606, + "Platelet_Count": 431.8328311, + "Albumin_Level": 3.802384691, + "Alkaline_Phosphatase_Level": 95.02010947, + "Alanine_Aminotransferase_Level": 25.24354417, + "Aspartate_Aminotransferase_Level": 16.94656302, + "Creatinine_Level": 1.050611908, + "LDH_Level": 176.0248702, + "Calcium_Level": 9.93173591, + "Phosphorus_Level": 2.836626087, + "Glucose_Level": 120.8444034, + "Potassium_Level": 3.933505274, + "Sodium_Level": 138.8861768, + "Smoking_Pack_Years": 48.19769388 + }, + { 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"Creatinine_Level": 0.831097669, + "LDH_Level": 100.2356823, + "Calcium_Level": 9.950643649, + "Phosphorus_Level": 3.492421124, + "Glucose_Level": 119.7058787, + "Potassium_Level": 4.027257456, + "Sodium_Level": 141.4632899, + "Smoking_Pack_Years": 59.38718782 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.32346862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.28241232, + "White_Blood_Cell_Count": 8.339451949, + "Platelet_Count": 167.0507232, + "Albumin_Level": 3.270460363, + "Alkaline_Phosphatase_Level": 97.81754685, + "Alanine_Aminotransferase_Level": 30.32208578, + "Aspartate_Aminotransferase_Level": 46.63154137, + "Creatinine_Level": 1.308090419, + "LDH_Level": 137.2534435, + "Calcium_Level": 10.38923258, + "Phosphorus_Level": 3.606014137, + "Glucose_Level": 82.76682232, + "Potassium_Level": 4.308703991, + "Sodium_Level": 137.9655318, + "Smoking_Pack_Years": 34.70834069 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.13078498, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.34546737, + "White_Blood_Cell_Count": 7.753562463, + "Platelet_Count": 180.6420704, + "Albumin_Level": 4.314576005, + "Alkaline_Phosphatase_Level": 70.94731102, + "Alanine_Aminotransferase_Level": 35.71631009, + "Aspartate_Aminotransferase_Level": 21.49136362, + "Creatinine_Level": 1.197653668, + "LDH_Level": 189.6903458, + "Calcium_Level": 8.589722015, + "Phosphorus_Level": 4.202415789, + "Glucose_Level": 127.8971822, + "Potassium_Level": 4.440269567, + "Sodium_Level": 136.209798, + "Smoking_Pack_Years": 56.43686772 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.8972375, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.82300297, + "White_Blood_Cell_Count": 9.160577371, + "Platelet_Count": 269.4963226, + "Albumin_Level": 4.180116611, + "Alkaline_Phosphatase_Level": 42.47689168, + "Alanine_Aminotransferase_Level": 34.97419277, + "Aspartate_Aminotransferase_Level": 46.94107286, + "Creatinine_Level": 0.592558125, + "LDH_Level": 216.3348009, + "Calcium_Level": 9.059316097, + "Phosphorus_Level": 2.682461156, + "Glucose_Level": 113.5847221, + "Potassium_Level": 3.507127613, + "Sodium_Level": 138.9881368, + "Smoking_Pack_Years": 36.34128313 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.57156507, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 77, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.21021388, + "White_Blood_Cell_Count": 3.987354434, + "Platelet_Count": 300.9051642, + "Albumin_Level": 4.340336893, + "Alkaline_Phosphatase_Level": 85.54091237, + "Alanine_Aminotransferase_Level": 19.92208202, + "Aspartate_Aminotransferase_Level": 11.46236724, + "Creatinine_Level": 1.269763784, + "LDH_Level": 201.526845, + "Calcium_Level": 9.847236397, + "Phosphorus_Level": 2.638807903, + "Glucose_Level": 147.7702886, + "Potassium_Level": 4.391009548, + "Sodium_Level": 143.4680575, + "Smoking_Pack_Years": 66.43883339 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.16008326, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Alanine_Aminotransferase_Level": 33.14450898, + "Aspartate_Aminotransferase_Level": 38.20766256, + "Creatinine_Level": 1.43224308, + "LDH_Level": 146.4658544, + "Calcium_Level": 9.525726446, + "Phosphorus_Level": 2.884823575, + "Glucose_Level": 78.12576244, + "Potassium_Level": 3.831438804, + "Sodium_Level": 136.6123509, + "Smoking_Pack_Years": 49.57021604 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.59417292, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.71782217, + "White_Blood_Cell_Count": 6.773439673, + "Platelet_Count": 303.3647495, + "Albumin_Level": 4.749731995, + "Alkaline_Phosphatase_Level": 67.8430491, + "Alanine_Aminotransferase_Level": 16.73771475, + "Aspartate_Aminotransferase_Level": 24.60134884, + "Creatinine_Level": 1.499926145, + "LDH_Level": 247.4100564, + "Calcium_Level": 8.230002847, + "Phosphorus_Level": 4.4312965, + "Glucose_Level": 101.844802, + "Potassium_Level": 3.931137468, + "Sodium_Level": 143.0091046, + "Smoking_Pack_Years": 28.040779 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.16176549, + "Tumor_Location": "Upper 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97, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.58852935, + "White_Blood_Cell_Count": 7.845015594, + "Platelet_Count": 227.7344008, + "Albumin_Level": 4.079878208, + "Alkaline_Phosphatase_Level": 63.36635503, + "Alanine_Aminotransferase_Level": 5.454824291, + "Aspartate_Aminotransferase_Level": 11.35507215, + "Creatinine_Level": 0.868160588, + "LDH_Level": 156.5803956, + "Calcium_Level": 8.404624073, + "Phosphorus_Level": 3.400127122, + "Glucose_Level": 146.4233256, + "Potassium_Level": 4.123457225, + "Sodium_Level": 142.7971003, + "Smoking_Pack_Years": 28.30617609 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.90329305, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.66430126, + "White_Blood_Cell_Count": 8.152907337, + "Platelet_Count": 255.7534805, + "Albumin_Level": 4.846168465, + "Alkaline_Phosphatase_Level": 31.68488295, + "Alanine_Aminotransferase_Level": 36.88880203, + "Aspartate_Aminotransferase_Level": 49.03793085, + "Creatinine_Level": 1.190150888, + "LDH_Level": 219.7730934, + "Calcium_Level": 9.139025181, + "Phosphorus_Level": 4.245603472, + "Glucose_Level": 145.7712233, + "Potassium_Level": 3.958535017, + "Sodium_Level": 138.9252167, + "Smoking_Pack_Years": 0.455649503 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.92974797, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.57139755, + "White_Blood_Cell_Count": 7.995652564, + "Platelet_Count": 268.6865188, + "Albumin_Level": 4.340266666, + "Alkaline_Phosphatase_Level": 70.68812995, + "Alanine_Aminotransferase_Level": 18.69229651, + "Aspartate_Aminotransferase_Level": 24.01576256, + "Creatinine_Level": 1.398416544, + "LDH_Level": 118.2612742, + "Calcium_Level": 8.001218106, + "Phosphorus_Level": 3.881345046, + "Glucose_Level": 88.80002754, + "Potassium_Level": 4.782130511, + "Sodium_Level": 140.3169333, + "Smoking_Pack_Years": 24.43658514 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.79597803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.08588833, + "White_Blood_Cell_Count": 5.205319409, + "Platelet_Count": 393.2697563, + "Albumin_Level": 3.177859594, + "Alkaline_Phosphatase_Level": 47.37484577, + "Alanine_Aminotransferase_Level": 17.44289863, + "Aspartate_Aminotransferase_Level": 43.140062, + "Creatinine_Level": 1.029981088, + "LDH_Level": 225.6568465, + "Calcium_Level": 10.15515518, + "Phosphorus_Level": 2.917237271, + "Glucose_Level": 128.8262703, + "Potassium_Level": 4.754177975, + "Sodium_Level": 138.8879163, + "Smoking_Pack_Years": 56.13568531 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.14049311, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.04037472, + "White_Blood_Cell_Count": 3.674604474, + "Platelet_Count": 260.4489366, + "Albumin_Level": 3.15835632, + "Alkaline_Phosphatase_Level": 30.21558452, + "Alanine_Aminotransferase_Level": 26.67275005, + "Aspartate_Aminotransferase_Level": 12.65708973, + "Creatinine_Level": 0.61479824, + "LDH_Level": 240.9272526, + "Calcium_Level": 8.413365353, + "Phosphorus_Level": 3.134565865, + "Glucose_Level": 84.72485736, + "Potassium_Level": 4.912434347, + "Sodium_Level": 136.5280452, + "Smoking_Pack_Years": 84.54475297 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.39301299, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.94678882, + "White_Blood_Cell_Count": 9.023883447, + "Platelet_Count": 243.3356681, + "Albumin_Level": 3.108429955, + "Alkaline_Phosphatase_Level": 74.74197924, + "Alanine_Aminotransferase_Level": 12.48867623, + "Aspartate_Aminotransferase_Level": 36.79299049, + "Creatinine_Level": 0.531109336, + "LDH_Level": 174.6242172, + "Calcium_Level": 9.375704704, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.71641884, + "White_Blood_Cell_Count": 8.189593515, + "Platelet_Count": 277.546127, + "Albumin_Level": 3.568228278, + "Alkaline_Phosphatase_Level": 111.5108384, + "Alanine_Aminotransferase_Level": 14.15334593, + "Aspartate_Aminotransferase_Level": 42.85397888, + "Creatinine_Level": 0.945535727, + "LDH_Level": 244.278647, + "Calcium_Level": 8.748861373, + "Phosphorus_Level": 3.770847975, + "Glucose_Level": 117.6227891, + "Potassium_Level": 4.980563844, + "Sodium_Level": 137.6175059, + "Smoking_Pack_Years": 65.14004726 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.261962821, + "Phosphorus_Level": 4.612815087, + "Glucose_Level": 94.49167701, + "Potassium_Level": 4.386554276, + "Sodium_Level": 135.0726419, + "Smoking_Pack_Years": 30.49424343 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.78200317, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.30266798, + "White_Blood_Cell_Count": 8.840198738, + "Platelet_Count": 263.3594934, + "Albumin_Level": 3.965942176, + "Alkaline_Phosphatase_Level": 40.26902997, + "Alanine_Aminotransferase_Level": 33.24459003, + "Aspartate_Aminotransferase_Level": 45.50322936, + "Creatinine_Level": 1.350522063, + "LDH_Level": 149.5312756, + "Calcium_Level": 9.413777589, + "Phosphorus_Level": 4.889013363, + "Glucose_Level": 147.6098635, + "Potassium_Level": 3.509489778, + "Sodium_Level": 135.7336983, + "Smoking_Pack_Years": 91.17590355 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.01467361, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.09007504, + "White_Blood_Cell_Count": 6.53538841, + "Platelet_Count": 409.1310601, + "Albumin_Level": 4.247522894, + "Alkaline_Phosphatase_Level": 81.17411648, + "Alanine_Aminotransferase_Level": 24.48463988, + "Aspartate_Aminotransferase_Level": 30.36830872, + "Creatinine_Level": 0.953305322, + "LDH_Level": 200.9377469, + "Calcium_Level": 8.203793201, + "Phosphorus_Level": 3.748638673, + "Glucose_Level": 136.1075878, + "Potassium_Level": 4.322254189, + "Sodium_Level": 136.169872, + "Smoking_Pack_Years": 7.427778391 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.01354304, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.23011384, + "White_Blood_Cell_Count": 7.483251035, + "Platelet_Count": 224.3869568, + "Albumin_Level": 4.689380066, + "Alkaline_Phosphatase_Level": 44.44941996, + "Alanine_Aminotransferase_Level": 20.74685813, + "Aspartate_Aminotransferase_Level": 42.80861236, + "Creatinine_Level": 1.311386374, + "LDH_Level": 150.5083308, + "Calcium_Level": 8.599918315, + "Phosphorus_Level": 4.192734971, + "Glucose_Level": 142.8901473, + "Potassium_Level": 4.642772422, + "Sodium_Level": 142.9807254, + "Smoking_Pack_Years": 56.6431048 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.70026266, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.90494877, + "White_Blood_Cell_Count": 6.094562121, + "Platelet_Count": 232.5761552, + "Albumin_Level": 3.631968137, + "Alkaline_Phosphatase_Level": 50.70233663, + "Alanine_Aminotransferase_Level": 33.83967221, + "Aspartate_Aminotransferase_Level": 30.26879351, + "Creatinine_Level": 1.334917987, + "LDH_Level": 175.060639, + "Calcium_Level": 8.373410084, + "Phosphorus_Level": 4.544787833, + "Glucose_Level": 70.30965822, + "Potassium_Level": 3.627834185, + "Sodium_Level": 144.3690101, + "Smoking_Pack_Years": 51.49219455 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.33889031, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.90549616, + "White_Blood_Cell_Count": 7.034116213, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.37705476, + "White_Blood_Cell_Count": 5.708413536, + "Platelet_Count": 262.1570978, + "Albumin_Level": 3.547348123, + "Alkaline_Phosphatase_Level": 58.16711784, + "Alanine_Aminotransferase_Level": 8.614705228, + "Aspartate_Aminotransferase_Level": 48.50764101, + "Creatinine_Level": 1.389709625, + "LDH_Level": 218.058115, + "Calcium_Level": 8.694965763, + "Phosphorus_Level": 4.1981905, + "Glucose_Level": 89.48391426, + "Potassium_Level": 4.898729539, + "Sodium_Level": 138.7464433, + "Smoking_Pack_Years": 0.493230601 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.6290641, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.58255629, + "White_Blood_Cell_Count": 6.672995667, + "Platelet_Count": 307.1321856, + "Albumin_Level": 4.756282098, + "Alkaline_Phosphatase_Level": 50.40558717, + "Alanine_Aminotransferase_Level": 39.78152262, + "Aspartate_Aminotransferase_Level": 35.87184606, + "Creatinine_Level": 1.452427343, + "LDH_Level": 237.7695857, + "Calcium_Level": 9.030896408, + "Phosphorus_Level": 4.03659097, + "Glucose_Level": 127.9572606, + "Potassium_Level": 4.342913302, + "Sodium_Level": 140.7075882, + "Smoking_Pack_Years": 88.26526034 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.69673021, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.11117625, + "White_Blood_Cell_Count": 5.019913429, + "Platelet_Count": 151.0612876, + "Albumin_Level": 3.722499286, + "Alkaline_Phosphatase_Level": 114.5933717, + "Alanine_Aminotransferase_Level": 5.721547145, + "Aspartate_Aminotransferase_Level": 17.52572459, + "Creatinine_Level": 0.999199148, + "LDH_Level": 203.6750351, + "Calcium_Level": 9.688156791, + "Phosphorus_Level": 2.588972627, + "Glucose_Level": 124.8293921, + "Potassium_Level": 4.246466305, + "Sodium_Level": 141.5547419, + "Smoking_Pack_Years": 70.88435077 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.30216473, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.79176634, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.152485, + "White_Blood_Cell_Count": 7.729732087, + "Platelet_Count": 163.8955376, + "Albumin_Level": 4.325086612, + "Alkaline_Phosphatase_Level": 89.45882648, + "Alanine_Aminotransferase_Level": 31.39376715, + "Aspartate_Aminotransferase_Level": 11.7226878, + "Creatinine_Level": 1.144534017, + "LDH_Level": 172.313216, + "Calcium_Level": 8.47127074, + "Phosphorus_Level": 3.447696356, + "Glucose_Level": 88.32196054, + "Potassium_Level": 4.091481282, + "Sodium_Level": 139.0548157, + "Smoking_Pack_Years": 32.48748467 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.96981043, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.34402714, + "White_Blood_Cell_Count": 5.258676615, + "Platelet_Count": 246.9487936, + "Albumin_Level": 3.88313612, + "Alkaline_Phosphatase_Level": 110.5396886, + "Alanine_Aminotransferase_Level": 24.7025268, + "Aspartate_Aminotransferase_Level": 13.02306542, + "Creatinine_Level": 1.165313423, + "LDH_Level": 116.2091306, + "Calcium_Level": 8.811036944, + "Phosphorus_Level": 2.769701656, + "Glucose_Level": 97.42435069, + "Potassium_Level": 3.527361778, + "Sodium_Level": 141.9058352, + "Smoking_Pack_Years": 62.44617292 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.15030704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.4635073, + "White_Blood_Cell_Count": 9.74988532, + "Platelet_Count": 386.566293, + "Albumin_Level": 4.576910193, + "Alkaline_Phosphatase_Level": 35.04203393, + "Alanine_Aminotransferase_Level": 5.344730162, + "Aspartate_Aminotransferase_Level": 41.6907357, + "Creatinine_Level": 1.206136681, + "LDH_Level": 190.3112204, + "Calcium_Level": 8.693588521, + "Phosphorus_Level": 3.970669938, + "Glucose_Level": 84.17768599, + "Potassium_Level": 4.179283649, + "Sodium_Level": 135.7550091, + "Smoking_Pack_Years": 16.6979732 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.15016238, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.67287513, + "White_Blood_Cell_Count": 8.974984596, + "Platelet_Count": 253.3681426, + "Albumin_Level": 4.672636855, + "Alkaline_Phosphatase_Level": 60.50601721, + "Alanine_Aminotransferase_Level": 18.28842079, + "Aspartate_Aminotransferase_Level": 12.42807626, + "Creatinine_Level": 0.638468649, + "LDH_Level": 148.6690327, + "Calcium_Level": 10.38638145, + "Phosphorus_Level": 3.095755627, + "Glucose_Level": 114.6655342, + "Potassium_Level": 3.573347036, + "Sodium_Level": 141.567005, + "Smoking_Pack_Years": 76.63683235 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.00953901, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.44398914, + "White_Blood_Cell_Count": 5.261460686, + "Platelet_Count": 291.8322104, + "Albumin_Level": 3.480248551, + "Alkaline_Phosphatase_Level": 82.06872378, + "Alanine_Aminotransferase_Level": 11.79684884, + "Aspartate_Aminotransferase_Level": 10.78306202, + "Creatinine_Level": 0.700256916, + "LDH_Level": 230.0429591, + "Calcium_Level": 8.134768103, + "Phosphorus_Level": 2.890383991, + "Glucose_Level": 102.7595419, + "Potassium_Level": 3.527041552, + "Sodium_Level": 144.6619762, + "Smoking_Pack_Years": 65.50379962 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.27418587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.49369959, + "White_Blood_Cell_Count": 8.465018304, + "Platelet_Count": 425.8789135, + "Albumin_Level": 4.722843666, + "Alkaline_Phosphatase_Level": 113.4739957, + "Alanine_Aminotransferase_Level": 22.67667066, + "Aspartate_Aminotransferase_Level": 16.52533686, + "Creatinine_Level": 0.879451568, + "LDH_Level": 210.1488945, + "Calcium_Level": 8.582262848, + "Phosphorus_Level": 4.654305441, + "Glucose_Level": 145.6566314, + "Potassium_Level": 3.693672578, + "Sodium_Level": 138.761539, + "Smoking_Pack_Years": 12.87765535 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.63315133, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.41787211, + "White_Blood_Cell_Count": 7.494334963, + "Platelet_Count": 328.0728796, + "Albumin_Level": 3.3172933, + "Alkaline_Phosphatase_Level": 50.2173505, + "Alanine_Aminotransferase_Level": 35.70966415, + "Aspartate_Aminotransferase_Level": 44.38376022, + "Creatinine_Level": 0.677535188, + "LDH_Level": 164.3874911, + "Calcium_Level": 9.018703203, + "Phosphorus_Level": 2.825568569, + "Glucose_Level": 141.1650918, + "Potassium_Level": 4.962578538, + "Sodium_Level": 137.1683193, + "Smoking_Pack_Years": 36.27850571 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.24125868, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 67, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.702699, + "White_Blood_Cell_Count": 5.653577786, + "Platelet_Count": 419.8301974, + "Albumin_Level": 4.933798596, + "Alkaline_Phosphatase_Level": 76.37579592, + "Alanine_Aminotransferase_Level": 26.60831121, + "Aspartate_Aminotransferase_Level": 29.23481513, + "Creatinine_Level": 0.626862834, + "LDH_Level": 111.242254, + "Calcium_Level": 10.1070088, + "Phosphorus_Level": 4.1259842, + "Glucose_Level": 130.1272766, + "Potassium_Level": 3.8150061, + "Sodium_Level": 139.1143976, + "Smoking_Pack_Years": 18.91885162 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.07299197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.70092037, + "White_Blood_Cell_Count": 5.851336349, + "Platelet_Count": 227.8552125, + "Albumin_Level": 4.494258716, + "Alkaline_Phosphatase_Level": 32.79210592, + "Alanine_Aminotransferase_Level": 23.13087937, + "Aspartate_Aminotransferase_Level": 40.60336656, + "Creatinine_Level": 0.569282341, + "LDH_Level": 196.4601981, + "Calcium_Level": 8.802744682, + "Phosphorus_Level": 4.313518261, + "Glucose_Level": 74.09685958, + "Potassium_Level": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.77921252, + "White_Blood_Cell_Count": 5.983135007, + "Platelet_Count": 371.1448929, + "Albumin_Level": 4.783407635, + "Alkaline_Phosphatase_Level": 82.30834172, + "Alanine_Aminotransferase_Level": 21.92820887, + "Aspartate_Aminotransferase_Level": 13.69624152, + "Creatinine_Level": 0.905816905, + "LDH_Level": 123.2611039, + "Calcium_Level": 8.688968284, + "Phosphorus_Level": 3.017141517, + "Glucose_Level": 107.8384381, + "Potassium_Level": 3.914032502, + "Sodium_Level": 141.6086263, + "Smoking_Pack_Years": 2.511036706 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.74102758, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.51499623, + "White_Blood_Cell_Count": 8.425788502, + "Platelet_Count": 157.5850112, + "Albumin_Level": 4.045165052, + "Alkaline_Phosphatase_Level": 114.9040441, + "Alanine_Aminotransferase_Level": 35.63304883, + "Aspartate_Aminotransferase_Level": 30.48213586, + "Creatinine_Level": 1.083216275, + "LDH_Level": 198.4558011, + "Calcium_Level": 9.063674655, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.96943395, + "White_Blood_Cell_Count": 8.326021304, + "Platelet_Count": 204.967914, + "Albumin_Level": 4.464074029, + "Alkaline_Phosphatase_Level": 104.3742028, + "Alanine_Aminotransferase_Level": 10.04218574, + "Aspartate_Aminotransferase_Level": 38.66526918, + "Creatinine_Level": 1.016337768, + "LDH_Level": 153.7981399, + "Calcium_Level": 8.515166316, + "Phosphorus_Level": 3.666367153, + "Glucose_Level": 93.55698545, + "Potassium_Level": 3.595997209, + "Sodium_Level": 136.4703595, + "Smoking_Pack_Years": 34.05210519 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.0630056, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.07193303, + "White_Blood_Cell_Count": 3.893018892, + "Platelet_Count": 202.4212156, + "Albumin_Level": 4.540185966, + "Alkaline_Phosphatase_Level": 85.59767953, + "Alanine_Aminotransferase_Level": 24.29758726, + "Aspartate_Aminotransferase_Level": 11.8458001, + "Creatinine_Level": 1.137547638, + "LDH_Level": 116.2060851, + "Calcium_Level": 9.537900833, + "Phosphorus_Level": 3.405054526, + "Glucose_Level": 94.15274741, + "Potassium_Level": 4.684426965, + "Sodium_Level": 142.4950151, + "Smoking_Pack_Years": 68.13449164 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.22975285, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.7601424, + "White_Blood_Cell_Count": 6.386052474, + "Platelet_Count": 424.0514621, + "Albumin_Level": 3.728609818, + "Alkaline_Phosphatase_Level": 64.65607029, + "Alanine_Aminotransferase_Level": 39.93027249, + "Aspartate_Aminotransferase_Level": 49.50704533, + "Creatinine_Level": 0.701432848, + "LDH_Level": 177.2529284, + "Calcium_Level": 8.30070118, + "Phosphorus_Level": 4.860004385, + "Glucose_Level": 133.6983533, + "Potassium_Level": 4.271658839, + "Sodium_Level": 142.037812, + "Smoking_Pack_Years": 37.17027984 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.65181837, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.41114023, + "White_Blood_Cell_Count": 6.177203687, + "Platelet_Count": 163.0236054, + "Albumin_Level": 4.48311553, + "Alkaline_Phosphatase_Level": 36.20729835, + "Alanine_Aminotransferase_Level": 36.04605903, + "Aspartate_Aminotransferase_Level": 41.9466619, + "Creatinine_Level": 1.149067188, + "LDH_Level": 138.8673253, + "Calcium_Level": 9.918946497, + "Phosphorus_Level": 4.58011132, + "Glucose_Level": 81.33151746, + "Potassium_Level": 4.872899807, + "Sodium_Level": 136.4250474, + "Smoking_Pack_Years": 18.48040885 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.13141856, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.54443943, + "White_Blood_Cell_Count": 9.040781096, + "Platelet_Count": 342.6238327, + "Albumin_Level": 3.144403219, + "Alkaline_Phosphatase_Level": 42.03820354, + "Alanine_Aminotransferase_Level": 7.340318751, + "Aspartate_Aminotransferase_Level": 48.1427782, + "Creatinine_Level": 0.593065765, + "LDH_Level": 105.0177146, + "Calcium_Level": 8.666316247, + "Phosphorus_Level": 4.190244344, + "Glucose_Level": 80.09955446, + "Potassium_Level": 4.75802937, + "Sodium_Level": 140.9259893, + "Smoking_Pack_Years": 26.26293649 + }, + { + "Age": 63, + "Gender": "Male", 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180.4036772, + "Calcium_Level": 8.760796028, + "Phosphorus_Level": 3.688699057, + "Glucose_Level": 146.1469971, + "Potassium_Level": 4.228358636, + "Sodium_Level": 138.5603412, + "Smoking_Pack_Years": 60.80107862 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.36702867, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.0217019, + "White_Blood_Cell_Count": 6.35290355, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.35365081, + "White_Blood_Cell_Count": 8.625551033, + "Platelet_Count": 298.6632601, + "Albumin_Level": 4.125735458, + "Alkaline_Phosphatase_Level": 114.7276062, + "Alanine_Aminotransferase_Level": 19.59173588, + "Aspartate_Aminotransferase_Level": 19.13735383, + "Creatinine_Level": 0.800385516, + "LDH_Level": 157.4936635, + "Calcium_Level": 9.046999057, + "Phosphorus_Level": 3.364084247, + "Glucose_Level": 137.5978167, + "Potassium_Level": 3.702653929, + "Sodium_Level": 137.1624314, + "Smoking_Pack_Years": 16.53012699 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.8448922, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "African 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75.22966458 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.65582307, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.62142349, + "White_Blood_Cell_Count": 5.169971445, + "Platelet_Count": 153.4763166, + "Albumin_Level": 3.045090376, + "Alkaline_Phosphatase_Level": 71.80819746, + "Alanine_Aminotransferase_Level": 22.31263793, + "Aspartate_Aminotransferase_Level": 23.6465474, + "Creatinine_Level": 1.16291535, + "LDH_Level": 164.5810883, + "Calcium_Level": 10.04512941, + "Phosphorus_Level": 2.602444762, + "Glucose_Level": 147.1005078, + "Potassium_Level": 4.595518896, + "Sodium_Level": 137.8977653, + "Smoking_Pack_Years": 87.12000131 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.69451474, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.0887481, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.14884368, + "White_Blood_Cell_Count": 8.117308534, + "Platelet_Count": 217.3239819, + "Albumin_Level": 3.86097655, + "Alkaline_Phosphatase_Level": 54.70097002, + "Alanine_Aminotransferase_Level": 7.868202432, + "Aspartate_Aminotransferase_Level": 36.55822863, + "Creatinine_Level": 1.251812035, + "LDH_Level": 179.9037836, + "Calcium_Level": 9.086105906, + "Phosphorus_Level": 4.89018043, + "Glucose_Level": 114.5407389, + "Potassium_Level": 4.025707453, + "Sodium_Level": 135.0343442, + "Smoking_Pack_Years": 77.29048067 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.02273443, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 6.895652211 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.75029797, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.88577168, + "White_Blood_Cell_Count": 9.109339175, + "Platelet_Count": 315.805039, + "Albumin_Level": 4.652884077, + "Alkaline_Phosphatase_Level": 33.72349483, + "Alanine_Aminotransferase_Level": 8.020022962, + "Aspartate_Aminotransferase_Level": 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"Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.58806953, + "White_Blood_Cell_Count": 5.38902079, + "Platelet_Count": 200.4593125, + "Albumin_Level": 3.064596478, + "Alkaline_Phosphatase_Level": 103.4654761, + "Alanine_Aminotransferase_Level": 18.34830287, + "Aspartate_Aminotransferase_Level": 48.70896655, + "Creatinine_Level": 0.558480389, + "LDH_Level": 210.5513484, + "Calcium_Level": 9.577755524, + "Phosphorus_Level": 3.13934392, + "Glucose_Level": 94.52903497, + "Potassium_Level": 4.709936067, + "Sodium_Level": 135.8281053, + "Smoking_Pack_Years": 44.33256656 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.83917405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.21892654, + "White_Blood_Cell_Count": 6.424995629, + "Platelet_Count": 188.5792108, + "Albumin_Level": 4.385852488, + "Alkaline_Phosphatase_Level": 92.93293376, + "Alanine_Aminotransferase_Level": 27.41681101, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.04813465, + "White_Blood_Cell_Count": 4.789292185, + "Platelet_Count": 321.897487, + "Albumin_Level": 4.13999578, + "Alkaline_Phosphatase_Level": 71.3957451, + "Alanine_Aminotransferase_Level": 39.4496799, + "Aspartate_Aminotransferase_Level": 31.00879305, + "Creatinine_Level": 1.248861494, + "LDH_Level": 156.5143304, + "Calcium_Level": 10.08311353, + "Phosphorus_Level": 3.758894294, + "Glucose_Level": 129.6755501, + "Potassium_Level": 3.769159537, + "Sodium_Level": 139.7479858, + "Smoking_Pack_Years": 39.03286388 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.56410458, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.19164939, + "White_Blood_Cell_Count": 3.913614019, + "Platelet_Count": 319.6716123, + "Albumin_Level": 3.052212652, + "Alkaline_Phosphatase_Level": 76.03740852, + "Alanine_Aminotransferase_Level": 30.45297207, + "Aspartate_Aminotransferase_Level": 27.91133337, + "Creatinine_Level": 1.350418014, + "LDH_Level": 117.6738022, + "Calcium_Level": 8.627973571, + "Phosphorus_Level": 4.849136958, + "Glucose_Level": 112.7328356, + "Potassium_Level": 4.498859706, + "Sodium_Level": 136.064548, + "Smoking_Pack_Years": 63.03094936 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.68753826, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.64570669, + "White_Blood_Cell_Count": 4.106145134, + "Platelet_Count": 188.4872388, + "Albumin_Level": 4.899477654, + "Alkaline_Phosphatase_Level": 36.44344256, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.0211214, + "White_Blood_Cell_Count": 9.277889082, + "Platelet_Count": 300.5199366, + "Albumin_Level": 3.50806033, + "Alkaline_Phosphatase_Level": 63.39444964, + "Alanine_Aminotransferase_Level": 9.034748875, + "Aspartate_Aminotransferase_Level": 31.96792997, + "Creatinine_Level": 1.067884286, + "LDH_Level": 147.0338051, + "Calcium_Level": 8.414435144, + "Phosphorus_Level": 4.366024924, + "Glucose_Level": 125.274901, + "Potassium_Level": 4.631639887, + "Sodium_Level": 139.8049595, + "Smoking_Pack_Years": 4.101457725 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.73907618, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.34739065, + "White_Blood_Cell_Count": 3.747028371, + "Platelet_Count": 175.1559441, + "Albumin_Level": 4.770104417, + "Alkaline_Phosphatase_Level": 78.58542808, + "Alanine_Aminotransferase_Level": 31.21638672, + "Aspartate_Aminotransferase_Level": 22.57884061, + "Creatinine_Level": 0.591476301, + "LDH_Level": 115.7573056, + "Calcium_Level": 9.719653499, + "Phosphorus_Level": 3.0122122, + "Glucose_Level": 117.8486221, + "Potassium_Level": 3.502313392, + "Sodium_Level": 144.2555565, + "Smoking_Pack_Years": 2.819291912 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.3729377, + "Tumor_Location": "Lower 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136.176746, + "Potassium_Level": 3.653446568, + "Sodium_Level": 139.769739, + "Smoking_Pack_Years": 30.77179369 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.79731895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.84236032, + "White_Blood_Cell_Count": 8.428811379, + "Platelet_Count": 161.2129594, + "Albumin_Level": 4.549554407, + "Alkaline_Phosphatase_Level": 63.41247919, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.39998177, + "White_Blood_Cell_Count": 7.853174934, + "Platelet_Count": 304.3673317, + "Albumin_Level": 3.390014759, + "Alkaline_Phosphatase_Level": 48.15195244, + "Alanine_Aminotransferase_Level": 35.07156239, + "Aspartate_Aminotransferase_Level": 16.84927936, + "Creatinine_Level": 0.529166573, + "LDH_Level": 142.7142212, + "Calcium_Level": 9.213071141, + "Phosphorus_Level": 2.698582243, + "Glucose_Level": 100.5063317, + "Potassium_Level": 3.751930279, + "Sodium_Level": 135.5687117, + "Smoking_Pack_Years": 68.64546457 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.69549767, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.03138886, + "White_Blood_Cell_Count": 7.500749834, + "Platelet_Count": 171.9191677, + "Albumin_Level": 4.373933118, + "Alkaline_Phosphatase_Level": 95.26705089, + "Alanine_Aminotransferase_Level": 21.3764919, + "Aspartate_Aminotransferase_Level": 14.25704065, + "Creatinine_Level": 0.549517974, + "LDH_Level": 194.630492, + "Calcium_Level": 8.852978646, + "Phosphorus_Level": 3.504807669, + "Glucose_Level": 125.4716769, + "Potassium_Level": 3.686071985, + "Sodium_Level": 140.359916, + "Smoking_Pack_Years": 44.57083005 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.34441953, + "White_Blood_Cell_Count": 7.72027826, + "Platelet_Count": 181.7159965, + "Albumin_Level": 3.819076472, + "Alkaline_Phosphatase_Level": 95.01191483, + "Alanine_Aminotransferase_Level": 32.06620569, + "Aspartate_Aminotransferase_Level": 48.14346915, + "Creatinine_Level": 1.071150599, + "LDH_Level": 139.5125168, + "Calcium_Level": 9.705165514, + "Phosphorus_Level": 3.542923563, + "Glucose_Level": 141.5305239, + "Potassium_Level": 3.741575623, + "Sodium_Level": 135.9893476, + "Smoking_Pack_Years": 46.04962279 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": 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10.39337453, + "Phosphorus_Level": 3.502215926, + "Glucose_Level": 144.2633917, + "Potassium_Level": 3.599498543, + "Sodium_Level": 138.5845595, + "Smoking_Pack_Years": 17.64810986 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.24844758, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.80515128, + "White_Blood_Cell_Count": 8.383758311, + "Platelet_Count": 318.1154327, + 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173.2444792, + "Calcium_Level": 8.27832055, + "Phosphorus_Level": 2.969867905, + "Glucose_Level": 80.23088182, + "Potassium_Level": 4.480910873, + "Sodium_Level": 136.9654268, + "Smoking_Pack_Years": 22.35778962 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.36094065, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.02849156, + "White_Blood_Cell_Count": 8.457139022, + "Platelet_Count": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.69383978, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.34886811, + "White_Blood_Cell_Count": 8.064858161, + "Platelet_Count": 179.9989948, + "Albumin_Level": 4.476433119, + "Alkaline_Phosphatase_Level": 102.1904454, + "Alanine_Aminotransferase_Level": 26.81707626, + "Aspartate_Aminotransferase_Level": 30.0582774, + "Creatinine_Level": 0.98032604, + "LDH_Level": 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"Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.37425021, + "White_Blood_Cell_Count": 6.097339776, + "Platelet_Count": 412.7341373, + "Albumin_Level": 4.212293439, + "Alkaline_Phosphatase_Level": 70.66082275, + "Alanine_Aminotransferase_Level": 19.28398555, + "Aspartate_Aminotransferase_Level": 22.4036171, + "Creatinine_Level": 0.937857035, + "LDH_Level": 120.1529024, + "Calcium_Level": 9.844804887, + "Phosphorus_Level": 3.595352021, + "Glucose_Level": 79.78957457, + "Potassium_Level": 4.754557514, + "Sodium_Level": 144.4020146, + "Smoking_Pack_Years": 8.52434826 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.62342945, + "White_Blood_Cell_Count": 5.469952311, + "Platelet_Count": 171.2267431, + "Albumin_Level": 3.579721033, + "Alkaline_Phosphatase_Level": 81.59867592, + "Alanine_Aminotransferase_Level": 18.12386365, + "Aspartate_Aminotransferase_Level": 20.0030916, + "Creatinine_Level": 1.202728783, + "LDH_Level": 131.4249274, + "Calcium_Level": 8.085855581, + "Phosphorus_Level": 3.820742947, + "Glucose_Level": 109.039388, + "Potassium_Level": 4.656281853, + "Sodium_Level": 144.7249699, + "Smoking_Pack_Years": 84.57757555 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.07897537, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.93870724, + "White_Blood_Cell_Count": 7.858897276, + "Platelet_Count": 183.2996632, + "Albumin_Level": 3.595001782, + "Alkaline_Phosphatase_Level": 43.5391779, + "Alanine_Aminotransferase_Level": 16.96148988, + "Aspartate_Aminotransferase_Level": 18.58081038, + "Creatinine_Level": 1.476622272, + "LDH_Level": 171.7614034, + "Calcium_Level": 9.989613117, + "Phosphorus_Level": 3.835602956, + "Glucose_Level": 74.21503577, + "Potassium_Level": 4.751473831, + "Sodium_Level": 144.7922965, + "Smoking_Pack_Years": 24.01389588 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.98843298, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.47172216, + "White_Blood_Cell_Count": 9.512525923, + "Platelet_Count": 295.4415415, + "Albumin_Level": 4.534795442, + "Alkaline_Phosphatase_Level": 90.09726241, + "Alanine_Aminotransferase_Level": 36.73726195, + "Aspartate_Aminotransferase_Level": 34.02549578, + "Creatinine_Level": 0.892214814, + "LDH_Level": 138.6134702, + "Calcium_Level": 10.04455906, + "Phosphorus_Level": 4.591972553, + "Glucose_Level": 115.4001252, + "Potassium_Level": 3.885695726, 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"Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.92411669, + "White_Blood_Cell_Count": 5.689646664, + "Platelet_Count": 394.9904638, + "Albumin_Level": 3.864955329, + "Alkaline_Phosphatase_Level": 31.30966878, + "Alanine_Aminotransferase_Level": 25.8195649, + "Aspartate_Aminotransferase_Level": 40.07584311, + "Creatinine_Level": 1.474186835, + "LDH_Level": 135.4700943, + "Calcium_Level": 9.975690088, + "Phosphorus_Level": 2.607183784, + "Glucose_Level": 88.91869468, + "Potassium_Level": 4.650429474, + "Sodium_Level": 142.1065969, + "Smoking_Pack_Years": 16.05436994 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.18424873, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.55026415, + "White_Blood_Cell_Count": 4.588000325, + "Platelet_Count": 178.6376224, + "Albumin_Level": 4.337482525, + "Alkaline_Phosphatase_Level": 64.80201468, + "Alanine_Aminotransferase_Level": 29.01947362, + "Aspartate_Aminotransferase_Level": 37.72810457, + "Creatinine_Level": 1.467714779, + "LDH_Level": 231.1633085, + "Calcium_Level": 8.140364007, + "Phosphorus_Level": 2.561202594, + "Glucose_Level": 77.2559331, + "Potassium_Level": 4.691646682, + "Sodium_Level": 140.2054067, + "Smoking_Pack_Years": 14.54382654 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.67462142, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.29653906, + "White_Blood_Cell_Count": 6.222180359, + "Platelet_Count": 190.177173, + "Albumin_Level": 4.486778624, + "Alkaline_Phosphatase_Level": 105.4811054, + "Alanine_Aminotransferase_Level": 35.06873084, + "Aspartate_Aminotransferase_Level": 15.20985794, + "Creatinine_Level": 0.988503719, + "LDH_Level": 206.231743, + "Calcium_Level": 9.492935379, + "Phosphorus_Level": 4.583512141, + "Glucose_Level": 112.3947787, + "Potassium_Level": 3.522311186, + 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"Aspartate_Aminotransferase_Level": 27.58190524, + "Creatinine_Level": 0.632361429, + "LDH_Level": 233.1290544, + "Calcium_Level": 10.12129072, + "Phosphorus_Level": 3.627451548, + "Glucose_Level": 79.49755457, + "Potassium_Level": 4.222895688, + "Sodium_Level": 143.757973, + "Smoking_Pack_Years": 57.33657895 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.8472369, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 90, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.68085256, + "White_Blood_Cell_Count": 6.370789035, + "Platelet_Count": 364.7040259, + "Albumin_Level": 4.409743203, + "Alkaline_Phosphatase_Level": 118.6882409, + "Alanine_Aminotransferase_Level": 7.50555257, + "Aspartate_Aminotransferase_Level": 46.54393655, + "Creatinine_Level": 0.856458142, + "LDH_Level": 128.1546835, + "Calcium_Level": 8.981416008, + "Phosphorus_Level": 3.467442809, + "Glucose_Level": 149.022649, + "Potassium_Level": 4.745381658, + "Sodium_Level": 135.1861135, + "Smoking_Pack_Years": 39.51797958 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.92601299, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.48019883, + "White_Blood_Cell_Count": 3.755300988, + "Platelet_Count": 366.5219352, + "Albumin_Level": 3.64432487, + "Alkaline_Phosphatase_Level": 94.2473062, + "Alanine_Aminotransferase_Level": 21.0754174, + "Aspartate_Aminotransferase_Level": 47.88159091, + "Creatinine_Level": 1.499731908, + "LDH_Level": 200.096589, + "Calcium_Level": 9.192336396, + "Phosphorus_Level": 4.218900661, + "Glucose_Level": 78.9249152, + "Potassium_Level": 4.870305662, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.92484397, + "White_Blood_Cell_Count": 4.519883021, + "Platelet_Count": 337.1125378, + "Albumin_Level": 3.997796736, + "Alkaline_Phosphatase_Level": 70.42671893, + "Alanine_Aminotransferase_Level": 27.86268361, + "Aspartate_Aminotransferase_Level": 38.11278803, + "Creatinine_Level": 1.154056554, + "LDH_Level": 158.5709515, + "Calcium_Level": 10.34306551, + "Phosphorus_Level": 4.894252028, + "Glucose_Level": 76.9763022, + "Potassium_Level": 3.761176048, + "Sodium_Level": 137.3479006, + "Smoking_Pack_Years": 49.9519987 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.3576854, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Alanine_Aminotransferase_Level": 15.63905619, + "Aspartate_Aminotransferase_Level": 44.16069999, + "Creatinine_Level": 1.461334358, + "LDH_Level": 104.5972867, + "Calcium_Level": 9.855508995, + "Phosphorus_Level": 4.118499505, + "Glucose_Level": 86.2027036, + "Potassium_Level": 3.581663589, + "Sodium_Level": 137.4664718, + "Smoking_Pack_Years": 98.65033068 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.16036403, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.32030177, + "White_Blood_Cell_Count": 5.224760259, + "Platelet_Count": 285.3571428, + "Albumin_Level": 3.146097218, + "Alkaline_Phosphatase_Level": 85.38244741, + "Alanine_Aminotransferase_Level": 8.136820405, + "Aspartate_Aminotransferase_Level": 48.73961859, + "Creatinine_Level": 0.756552972, + "LDH_Level": 184.3773249, + "Calcium_Level": 9.091588765, + "Phosphorus_Level": 4.321657124, + "Glucose_Level": 126.2245927, + "Potassium_Level": 3.539681793, + "Sodium_Level": 136.9108236, + "Smoking_Pack_Years": 35.9773537 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.90467738, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 39.32392754, + "Aspartate_Aminotransferase_Level": 47.39469696, + "Creatinine_Level": 0.922570862, + "LDH_Level": 220.9442088, + "Calcium_Level": 8.818190867, + "Phosphorus_Level": 3.737238873, + "Glucose_Level": 141.9017781, + "Potassium_Level": 4.186572294, + "Sodium_Level": 136.0180313, + "Smoking_Pack_Years": 78.95931574 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.32835369, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, 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"Glucose_Level": 80.96041712, + "Potassium_Level": 4.094091756, + "Sodium_Level": 144.2641544, + "Smoking_Pack_Years": 70.92706121 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.14030362, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.85521002, + "White_Blood_Cell_Count": 4.479895742, + "Platelet_Count": 225.3191657, + "Albumin_Level": 4.012078806, + "Alkaline_Phosphatase_Level": 88.96413361, + "Alanine_Aminotransferase_Level": 32.95208531, + "Aspartate_Aminotransferase_Level": 38.99972285, + "Creatinine_Level": 0.517319314, + "LDH_Level": 143.4172706, + "Calcium_Level": 9.877061788, + "Phosphorus_Level": 4.300464701, + "Glucose_Level": 145.101326, + "Potassium_Level": 4.702405402, + "Sodium_Level": 137.1039595, + "Smoking_Pack_Years": 97.2729089 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.50896497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.99083231, + "White_Blood_Cell_Count": 8.27604002, + "Platelet_Count": 210.7668242, + "Albumin_Level": 3.761312483, + "Alkaline_Phosphatase_Level": 45.88876922, + "Alanine_Aminotransferase_Level": 10.09725267, + "Aspartate_Aminotransferase_Level": 13.90132719, + "Creatinine_Level": 1.322453799, + "LDH_Level": 111.5273409, + "Calcium_Level": 8.377092876, + "Phosphorus_Level": 3.651196327, + "Glucose_Level": 97.22498236, + "Potassium_Level": 3.825617172, + "Sodium_Level": 136.1806322, + "Smoking_Pack_Years": 39.87033811 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.63388981, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.14155334, + "White_Blood_Cell_Count": 9.509633257, + "Platelet_Count": 398.743585, + "Albumin_Level": 3.129473451, + "Alkaline_Phosphatase_Level": 110.4294142, + "Alanine_Aminotransferase_Level": 10.32912375, + "Aspartate_Aminotransferase_Level": 40.47352393, + "Creatinine_Level": 0.728124942, + "LDH_Level": 164.879793, + "Calcium_Level": 8.969035896, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.02159867, + "White_Blood_Cell_Count": 5.713741253, + "Platelet_Count": 193.1591984, + "Albumin_Level": 3.06830722, + "Alkaline_Phosphatase_Level": 33.22234618, + "Alanine_Aminotransferase_Level": 24.25500632, + "Aspartate_Aminotransferase_Level": 14.30334196, + "Creatinine_Level": 1.470559823, + "LDH_Level": 150.2014768, + "Calcium_Level": 8.049798227, + "Phosphorus_Level": 4.609939868, + "Glucose_Level": 97.80786215, + "Potassium_Level": 4.155331998, + "Sodium_Level": 144.4789357, + "Smoking_Pack_Years": 2.022919489 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.12188277, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.43280512, + "White_Blood_Cell_Count": 5.613912254, + "Platelet_Count": 174.3769321, + "Albumin_Level": 4.293283504, + "Alkaline_Phosphatase_Level": 64.5421683, + "Alanine_Aminotransferase_Level": 5.125381622, + "Aspartate_Aminotransferase_Level": 39.65383413, + "Creatinine_Level": 0.594688702, + "LDH_Level": 116.3882378, + "Calcium_Level": 8.90125638, + 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"Tumor_Size_mm": 46.97185791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.78664077, + "White_Blood_Cell_Count": 8.738285015, + "Platelet_Count": 197.8056528, + "Albumin_Level": 3.296414504, + "Alkaline_Phosphatase_Level": 76.68453826, + "Alanine_Aminotransferase_Level": 24.33221087, + "Aspartate_Aminotransferase_Level": 26.97724056, + "Creatinine_Level": 0.695427615, + "LDH_Level": 208.9478728, + "Calcium_Level": 9.8925658, 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.37566393, + "White_Blood_Cell_Count": 5.39918426, + "Platelet_Count": 284.0714197, + "Albumin_Level": 4.836702811, + "Alkaline_Phosphatase_Level": 34.56070368, + "Alanine_Aminotransferase_Level": 9.806772512, + "Aspartate_Aminotransferase_Level": 42.8305524, + "Creatinine_Level": 0.905219935, + "LDH_Level": 249.6602574, + "Calcium_Level": 8.725203434, + "Phosphorus_Level": 4.702207605, + "Glucose_Level": 90.94477865, + "Potassium_Level": 3.957592758, + "Sodium_Level": 142.6575064, + "Smoking_Pack_Years": 68.62884897 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.89264345, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.99929235, + "White_Blood_Cell_Count": 7.160247664, + "Platelet_Count": 229.7741698, + "Albumin_Level": 4.874105051, + "Alkaline_Phosphatase_Level": 56.81221085, + "Alanine_Aminotransferase_Level": 27.38201177, + "Aspartate_Aminotransferase_Level": 35.24550271, + "Creatinine_Level": 1.022868897, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.79918573, + "White_Blood_Cell_Count": 8.105780768, + "Platelet_Count": 387.2904976, + "Albumin_Level": 4.856073119, + "Alkaline_Phosphatase_Level": 101.6321913, + "Alanine_Aminotransferase_Level": 7.841491848, + "Aspartate_Aminotransferase_Level": 27.02092194, + "Creatinine_Level": 1.325906833, + "LDH_Level": 143.2783526, + "Calcium_Level": 8.383998987, + "Phosphorus_Level": 2.736821414, + "Glucose_Level": 94.58708293, + "Potassium_Level": 4.455188176, + "Sodium_Level": 139.2643449, + "Smoking_Pack_Years": 50.8443612 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.17223922, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.41020228, + "White_Blood_Cell_Count": 5.039888936, + "Platelet_Count": 234.043024, + "Albumin_Level": 4.619025153, + "Alkaline_Phosphatase_Level": 67.24663448, + "Alanine_Aminotransferase_Level": 9.221016321, + "Aspartate_Aminotransferase_Level": 22.25370461, + "Creatinine_Level": 1.133640696, + "LDH_Level": 141.028318, + "Calcium_Level": 8.644922158, + "Phosphorus_Level": 2.683443842, + "Glucose_Level": 99.97389463, + "Potassium_Level": 4.578810963, + "Sodium_Level": 139.6721426, + "Smoking_Pack_Years": 27.26508743 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.69779098, + "White_Blood_Cell_Count": 6.875842229, + "Platelet_Count": 435.6620026, + "Albumin_Level": 4.006335226, + "Alkaline_Phosphatase_Level": 96.05789689, + "Alanine_Aminotransferase_Level": 36.96216592, + "Aspartate_Aminotransferase_Level": 39.94209726, + "Creatinine_Level": 0.512493157, + "LDH_Level": 125.1737365, + "Calcium_Level": 10.14089384, + "Phosphorus_Level": 3.203320283, + "Glucose_Level": 75.34312469, + "Potassium_Level": 3.545367272, + "Sodium_Level": 138.6431084, + "Smoking_Pack_Years": 22.92236199 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.8314047, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "African American", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.37586589, + "White_Blood_Cell_Count": 4.287422955, + "Platelet_Count": 292.9302445, + "Albumin_Level": 3.293097414, + "Alkaline_Phosphatase_Level": 70.73766476, + "Alanine_Aminotransferase_Level": 27.7132205, + "Aspartate_Aminotransferase_Level": 32.78438826, + "Creatinine_Level": 0.53598546, + "LDH_Level": 229.7950559, + "Calcium_Level": 9.337731674, + "Phosphorus_Level": 3.432330655, + "Glucose_Level": 99.95389363, + "Potassium_Level": 3.846261301, + "Sodium_Level": 142.8483865, + "Smoking_Pack_Years": 24.68524328 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.84494468, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.58803713, + "White_Blood_Cell_Count": 6.619221556, + "Platelet_Count": 413.9751138, + "Albumin_Level": 3.082448631, + "Alkaline_Phosphatase_Level": 71.48437496, + "Alanine_Aminotransferase_Level": 33.27118368, + "Aspartate_Aminotransferase_Level": 22.51893853, + "Creatinine_Level": 0.957230766, + "LDH_Level": 188.3308231, + "Calcium_Level": 9.440097839, + "Phosphorus_Level": 2.907342471, + "Glucose_Level": 145.9005223, + "Potassium_Level": 4.756146466, + "Sodium_Level": 135.2129752, + "Smoking_Pack_Years": 48.66649506 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.38285191, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.82635577, + "White_Blood_Cell_Count": 6.107541944, + "Platelet_Count": 398.0879726, + "Albumin_Level": 4.666195955, + "Alkaline_Phosphatase_Level": 62.98417579, + "Alanine_Aminotransferase_Level": 23.7159925, + "Aspartate_Aminotransferase_Level": 46.8098006, + "Creatinine_Level": 0.698085071, + "LDH_Level": 183.8394235, + "Calcium_Level": 9.72402071, + "Phosphorus_Level": 4.781282433, + "Glucose_Level": 108.8559617, + "Potassium_Level": 4.663084431, + "Sodium_Level": 141.0182825, + "Smoking_Pack_Years": 49.368097 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.96665747, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.03310188, + "White_Blood_Cell_Count": 6.520014096, + "Platelet_Count": 306.384206, + "Albumin_Level": 4.758568219, + "Alkaline_Phosphatase_Level": 39.72910891, + "Alanine_Aminotransferase_Level": 7.294326971, + "Aspartate_Aminotransferase_Level": 22.42597112, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.96525497, + "White_Blood_Cell_Count": 8.68713969, + "Platelet_Count": 238.34999, + "Albumin_Level": 3.014924241, + "Alkaline_Phosphatase_Level": 30.9208695, + "Alanine_Aminotransferase_Level": 34.2151659, + "Aspartate_Aminotransferase_Level": 22.03773869, + "Creatinine_Level": 1.361954362, + "LDH_Level": 189.7573016, + "Calcium_Level": 10.291834, + "Phosphorus_Level": 2.637526567, + "Glucose_Level": 116.9542236, + "Potassium_Level": 4.739724485, + "Sodium_Level": 143.1527857, + "Smoking_Pack_Years": 16.47858643 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.10949715, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.14172742, + "White_Blood_Cell_Count": 8.862164509, + "Platelet_Count": 159.6700639, + "Albumin_Level": 3.60224002, + "Alkaline_Phosphatase_Level": 88.26236416, + "Alanine_Aminotransferase_Level": 33.87103618, + "Aspartate_Aminotransferase_Level": 15.84634906, + "Creatinine_Level": 1.058229777, + "LDH_Level": 233.8560201, + "Calcium_Level": 10.20179361, + "Phosphorus_Level": 3.866625614, + "Glucose_Level": 70.85805357, + "Potassium_Level": 3.864309122, + "Sodium_Level": 140.7656267, + "Smoking_Pack_Years": 33.3676195 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.07816976, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.42939084, + "White_Blood_Cell_Count": 9.393986599, + "Platelet_Count": 198.7276834, + "Albumin_Level": 4.220377182, + "Alkaline_Phosphatase_Level": 67.61720413, + "Alanine_Aminotransferase_Level": 39.75845836, + "Aspartate_Aminotransferase_Level": 49.18422162, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.95115852, + "White_Blood_Cell_Count": 5.881808066, + "Platelet_Count": 305.8871115, + "Albumin_Level": 3.450247645, + "Alkaline_Phosphatase_Level": 87.41211013, + "Alanine_Aminotransferase_Level": 24.64522149, + "Aspartate_Aminotransferase_Level": 31.93985405, + "Creatinine_Level": 1.219216234, + "LDH_Level": 138.3959988, + "Calcium_Level": 9.786812809, + "Phosphorus_Level": 3.194359372, + "Glucose_Level": 80.76233495, + "Potassium_Level": 4.892165452, + "Sodium_Level": 144.8988553, + "Smoking_Pack_Years": 55.55990082 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.91828717, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.74651225, + "White_Blood_Cell_Count": 3.664221062, + "Platelet_Count": 290.3020427, + "Albumin_Level": 4.830039212, + "Alkaline_Phosphatase_Level": 82.23369408, + "Alanine_Aminotransferase_Level": 12.24369601, + "Aspartate_Aminotransferase_Level": 20.05142643, + "Creatinine_Level": 0.972799122, + "LDH_Level": 156.3476828, + "Calcium_Level": 9.761538787, + "Phosphorus_Level": 3.919081806, + "Glucose_Level": 114.5008678, + "Potassium_Level": 3.731723263, + "Sodium_Level": 142.7746323, + "Smoking_Pack_Years": 73.88043991 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.05734317, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.01466214, + "White_Blood_Cell_Count": 9.197285821, + "Platelet_Count": 222.8708746, + "Albumin_Level": 3.665689656, + "Alkaline_Phosphatase_Level": 104.2292279, + "Alanine_Aminotransferase_Level": 17.53116098, + "Aspartate_Aminotransferase_Level": 34.850572, + "Creatinine_Level": 1.233446668, + "LDH_Level": 126.0252846, + "Calcium_Level": 8.253416659, + "Phosphorus_Level": 3.638286362, + "Glucose_Level": 73.25046759, + "Potassium_Level": 4.138243843, + "Sodium_Level": 137.4165685, + "Smoking_Pack_Years": 4.16679081 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.85214606, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 82, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.63127385, + "White_Blood_Cell_Count": 8.199298874, + "Platelet_Count": 180.7478777, + "Albumin_Level": 4.385814358, + "Alkaline_Phosphatase_Level": 93.21224925, + "Alanine_Aminotransferase_Level": 37.80026208, + "Aspartate_Aminotransferase_Level": 28.21091105, + "Creatinine_Level": 0.569944323, + "LDH_Level": 110.1939884, + "Calcium_Level": 9.154913831, + "Phosphorus_Level": 3.190219069, + "Glucose_Level": 140.5913904, + "Potassium_Level": 4.078453606, + "Sodium_Level": 137.5677968, + "Smoking_Pack_Years": 83.42371848 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.03997807, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.62750567, + "White_Blood_Cell_Count": 4.16289395, + "Platelet_Count": 405.594397, + "Albumin_Level": 3.795347165, + "Alkaline_Phosphatase_Level": 106.5705811, + "Alanine_Aminotransferase_Level": 39.33723407, + "Aspartate_Aminotransferase_Level": 34.23989819, + "Creatinine_Level": 0.637504485, + "LDH_Level": 212.9882001, + "Calcium_Level": 10.15900546, + "Phosphorus_Level": 3.892789442, + "Glucose_Level": 93.20702118, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.46279462, + "White_Blood_Cell_Count": 3.659211489, + "Platelet_Count": 359.5568866, + "Albumin_Level": 4.170024947, + "Alkaline_Phosphatase_Level": 109.455305, + "Alanine_Aminotransferase_Level": 21.6842513, + "Aspartate_Aminotransferase_Level": 46.26586751, + "Creatinine_Level": 1.076892852, + "LDH_Level": 112.6040023, + "Calcium_Level": 8.720954933, + "Phosphorus_Level": 4.000503395, + "Glucose_Level": 140.8493485, + "Potassium_Level": 4.508795997, + "Sodium_Level": 142.8613594, + "Smoking_Pack_Years": 26.78007535 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.57714347, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.45798711, + "White_Blood_Cell_Count": 4.479329108, + "Platelet_Count": 326.6115977, + "Albumin_Level": 3.193303236, + "Alkaline_Phosphatase_Level": 119.8652146, + "Alanine_Aminotransferase_Level": 11.13005993, + "Aspartate_Aminotransferase_Level": 18.6321645, + "Creatinine_Level": 0.651053891, + "LDH_Level": 135.5184215, + "Calcium_Level": 8.537530337, + "Phosphorus_Level": 3.639768388, + "Glucose_Level": 96.80867467, + "Potassium_Level": 3.903267686, + "Sodium_Level": 144.9108575, + "Smoking_Pack_Years": 28.54218243 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.59327951, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.0657072, + "White_Blood_Cell_Count": 5.830240783, + "Platelet_Count": 434.0992005, + "Albumin_Level": 3.849615239, + "Alkaline_Phosphatase_Level": 45.42489859, + "Alanine_Aminotransferase_Level": 33.75549097, + "Aspartate_Aminotransferase_Level": 47.46892676, + "Creatinine_Level": 1.357738117, + "LDH_Level": 154.0076351, + "Calcium_Level": 9.777914476, + "Phosphorus_Level": 3.351220966, + "Glucose_Level": 77.56711654, + "Potassium_Level": 3.610468034, + "Sodium_Level": 137.0675997, + "Smoking_Pack_Years": 41.3502821 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.00425189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.73360976, + "White_Blood_Cell_Count": 5.689320545, + "Platelet_Count": 292.3054811, + "Albumin_Level": 4.200425091, + "Alkaline_Phosphatase_Level": 57.71653995, + "Alanine_Aminotransferase_Level": 11.02950818, + "Aspartate_Aminotransferase_Level": 44.56315021, + "Creatinine_Level": 1.208916967, + "LDH_Level": 177.1673285, + "Calcium_Level": 9.74596985, + "Phosphorus_Level": 3.770262777, + "Glucose_Level": 98.31411021, + "Potassium_Level": 4.954014616, + "Sodium_Level": 136.1011527, + "Smoking_Pack_Years": 19.99677013 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.29019618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.95133695, + "White_Blood_Cell_Count": 4.267304472, + "Platelet_Count": 216.0634476, + "Albumin_Level": 3.389497535, + "Alkaline_Phosphatase_Level": 42.30428871, + "Alanine_Aminotransferase_Level": 39.95291838, + "Aspartate_Aminotransferase_Level": 41.79221837, + "Creatinine_Level": 1.090904449, + "LDH_Level": 116.3163756, + "Calcium_Level": 8.45519414, + "Phosphorus_Level": 4.688559408, + "Glucose_Level": 82.27856589, + "Potassium_Level": 4.547468981, + "Sodium_Level": 142.1169803, + "Smoking_Pack_Years": 81.83826261 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.1012695, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.87129819, + "White_Blood_Cell_Count": 3.728923421, + "Platelet_Count": 313.6523353, + "Albumin_Level": 4.681379604, + "Alkaline_Phosphatase_Level": 88.41671757, + "Alanine_Aminotransferase_Level": 14.142412, + "Aspartate_Aminotransferase_Level": 37.82708671, + "Creatinine_Level": 1.368848245, + "LDH_Level": 110.6889523, + "Calcium_Level": 9.775013214, + "Phosphorus_Level": 3.252328058, + "Glucose_Level": 93.44809076, + "Potassium_Level": 3.518190881, + "Sodium_Level": 137.9971584, + "Smoking_Pack_Years": 33.65809168 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.30121895, + "White_Blood_Cell_Count": 4.319352343, + "Platelet_Count": 412.1555646, + "Albumin_Level": 4.821431757, + "Alkaline_Phosphatase_Level": 100.6983568, + "Alanine_Aminotransferase_Level": 14.04837853, + "Aspartate_Aminotransferase_Level": 14.56174373, + "Creatinine_Level": 1.304403329, + "LDH_Level": 149.0016468, + "Calcium_Level": 10.01183188, + "Phosphorus_Level": 4.504479854, + "Glucose_Level": 116.1749717, + "Potassium_Level": 4.706636531, + "Sodium_Level": 139.3125034, + "Smoking_Pack_Years": 4.994539786 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": 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"Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.52035288, + "White_Blood_Cell_Count": 4.625837923, + "Platelet_Count": 277.7012671, + "Albumin_Level": 4.109157366, + "Alkaline_Phosphatase_Level": 119.4233131, + "Alanine_Aminotransferase_Level": 26.94377848, + "Aspartate_Aminotransferase_Level": 38.38528396, + "Creatinine_Level": 0.892250245, + "LDH_Level": 130.4254812, + "Calcium_Level": 8.068988373, + "Phosphorus_Level": 2.855627207, + "Glucose_Level": 102.0999794, + "Potassium_Level": 3.760672824, + "Sodium_Level": 136.0692753, + "Smoking_Pack_Years": 79.91236381 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.06940882, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.58533035, + "White_Blood_Cell_Count": 9.144663575, + "Platelet_Count": 366.0404482, + "Albumin_Level": 4.835869282, + "Alkaline_Phosphatase_Level": 87.45138671, + "Alanine_Aminotransferase_Level": 28.14716716, + "Aspartate_Aminotransferase_Level": 43.73069448, + "Creatinine_Level": 0.559098364, + "LDH_Level": 151.201797, + "Calcium_Level": 9.746315613, + "Phosphorus_Level": 4.815144136, + "Glucose_Level": 96.52092767, + "Potassium_Level": 4.053027076, + "Sodium_Level": 138.8978745, + "Smoking_Pack_Years": 38.54505023 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.8762185, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.57964976, + "White_Blood_Cell_Count": 8.834568614, + "Platelet_Count": 369.9185275, + "Albumin_Level": 4.464592857, + "Alkaline_Phosphatase_Level": 84.71170684, + "Alanine_Aminotransferase_Level": 6.385793118, + "Aspartate_Aminotransferase_Level": 22.57151691, + "Creatinine_Level": 0.903694734, + "LDH_Level": 147.061939, + "Calcium_Level": 9.510701683, + "Phosphorus_Level": 4.375343037, + "Glucose_Level": 123.1418755, + "Potassium_Level": 3.578110924, + "Sodium_Level": 138.2964994, + "Smoking_Pack_Years": 22.65913378 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.28386305, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.12720693, + "White_Blood_Cell_Count": 5.319153565, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.5351846, + "White_Blood_Cell_Count": 5.883766184, + "Platelet_Count": 174.773488, + "Albumin_Level": 3.243622371, + "Alkaline_Phosphatase_Level": 102.7302785, + "Alanine_Aminotransferase_Level": 36.45847006, + "Aspartate_Aminotransferase_Level": 17.38620566, + "Creatinine_Level": 1.134502378, + "LDH_Level": 104.893129, + "Calcium_Level": 9.319120346, + "Phosphorus_Level": 4.983027805, + "Glucose_Level": 130.5686461, + "Potassium_Level": 3.639932062, + "Sodium_Level": 143.32618, + "Smoking_Pack_Years": 30.66715522 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.46035553, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.76168647, + "White_Blood_Cell_Count": 8.686894767, + "Platelet_Count": 253.6470118, + "Albumin_Level": 3.294669749, + "Alkaline_Phosphatase_Level": 56.10914961, + "Alanine_Aminotransferase_Level": 13.31631727, + "Aspartate_Aminotransferase_Level": 23.08899281, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.78382661, + "White_Blood_Cell_Count": 8.15609361, + "Platelet_Count": 354.8865132, + "Albumin_Level": 3.416161009, + "Alkaline_Phosphatase_Level": 54.27326169, + "Alanine_Aminotransferase_Level": 29.26906457, + "Aspartate_Aminotransferase_Level": 23.74157094, + "Creatinine_Level": 1.384794384, + "LDH_Level": 241.1613153, + "Calcium_Level": 9.525639214, + "Phosphorus_Level": 3.883820973, + "Glucose_Level": 141.846303, + "Potassium_Level": 3.524705544, + "Sodium_Level": 140.7692443, + "Smoking_Pack_Years": 85.56069953 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.14801397, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.20967245, + "White_Blood_Cell_Count": 6.86816575, + "Platelet_Count": 291.5697029, + "Albumin_Level": 4.750808071, + "Alkaline_Phosphatase_Level": 108.3446926, + "Alanine_Aminotransferase_Level": 5.131901353, + "Aspartate_Aminotransferase_Level": 48.32789151, + "Creatinine_Level": 0.601710546, + "LDH_Level": 212.1607354, + "Calcium_Level": 8.627803907, + "Phosphorus_Level": 4.211417514, + "Glucose_Level": 97.05026028, + "Potassium_Level": 4.072441666, + "Sodium_Level": 135.7158081, 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"Aspartate_Aminotransferase_Level": 40.4121108, + "Creatinine_Level": 1.12642717, + "LDH_Level": 240.5704494, + "Calcium_Level": 10.3183408, + "Phosphorus_Level": 2.613615628, + "Glucose_Level": 132.3734506, + "Potassium_Level": 4.417750034, + "Sodium_Level": 139.7528019, + "Smoking_Pack_Years": 70.23517645 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.60506403, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.77704502, + "White_Blood_Cell_Count": 4.752955891, + "Platelet_Count": 345.722903, + "Albumin_Level": 3.313559609, + "Alkaline_Phosphatase_Level": 75.97711215, + "Alanine_Aminotransferase_Level": 24.69956721, + "Aspartate_Aminotransferase_Level": 26.38425324, + "Creatinine_Level": 0.8347704, + "LDH_Level": 151.3354084, + "Calcium_Level": 10.16474354, + "Phosphorus_Level": 2.576904089, + "Glucose_Level": 148.192147, + "Potassium_Level": 3.689335905, + "Sodium_Level": 144.3197663, + "Smoking_Pack_Years": 4.060548497 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.93270121, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.67995792, + "White_Blood_Cell_Count": 7.532588431, + "Platelet_Count": 401.7440164, + "Albumin_Level": 4.031669572, + "Alkaline_Phosphatase_Level": 102.418449, + "Alanine_Aminotransferase_Level": 38.14405244, + "Aspartate_Aminotransferase_Level": 42.25697125, + "Creatinine_Level": 0.58650979, + "LDH_Level": 231.8429628, + "Calcium_Level": 8.692790179, + "Phosphorus_Level": 2.970193722, + "Glucose_Level": 116.9392693, + "Potassium_Level": 3.605577357, + "Sodium_Level": 135.8720613, + "Smoking_Pack_Years": 88.25619673 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.90084739, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.74802608, + "White_Blood_Cell_Count": 7.794769361, + "Platelet_Count": 321.3699345, + "Albumin_Level": 4.574442164, + "Alkaline_Phosphatase_Level": 83.14549979, + "Alanine_Aminotransferase_Level": 23.91061766, + "Aspartate_Aminotransferase_Level": 36.67877046, + "Creatinine_Level": 0.734393522, + "LDH_Level": 133.2536897, + "Calcium_Level": 9.120889481, + "Phosphorus_Level": 3.295930982, + "Glucose_Level": 85.52129336, + "Potassium_Level": 3.81614634, + "Sodium_Level": 143.5465476, + "Smoking_Pack_Years": 96.71703788 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.69693186, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.95847584, + "White_Blood_Cell_Count": 8.542963518, + "Platelet_Count": 173.9164494, + "Albumin_Level": 3.259314232, + "Alkaline_Phosphatase_Level": 81.25138582, + "Alanine_Aminotransferase_Level": 7.643938396, + "Aspartate_Aminotransferase_Level": 35.92780496, + "Creatinine_Level": 1.430200483, + "LDH_Level": 135.1623842, + "Calcium_Level": 9.157800665, + "Phosphorus_Level": 2.751859352, + "Glucose_Level": 119.8697502, + "Potassium_Level": 4.675263313, + "Sodium_Level": 144.14519, + "Smoking_Pack_Years": 5.90567943 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.74412056, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 81, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.06484642, + "White_Blood_Cell_Count": 6.713527251, + "Platelet_Count": 195.4847763, + "Albumin_Level": 3.536200267, + "Alkaline_Phosphatase_Level": 46.05072747, + "Alanine_Aminotransferase_Level": 28.9277757, + "Aspartate_Aminotransferase_Level": 21.24245346, + "Creatinine_Level": 1.355428992, + "LDH_Level": 162.5842792, + "Calcium_Level": 8.977877536, + "Phosphorus_Level": 2.930610146, + "Glucose_Level": 142.5000944, + "Potassium_Level": 3.696229335, + "Sodium_Level": 137.4479108, + "Smoking_Pack_Years": 43.12563045 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.45707635, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.74951217, + "White_Blood_Cell_Count": 6.045486622, + "Platelet_Count": 310.7426196, + "Albumin_Level": 3.112475613, + "Alkaline_Phosphatase_Level": 51.33719678, + "Alanine_Aminotransferase_Level": 11.27717899, + "Aspartate_Aminotransferase_Level": 17.68070034, + "Creatinine_Level": 1.107745233, + "LDH_Level": 215.8215991, + "Calcium_Level": 8.629435095, + "Phosphorus_Level": 4.189485511, + "Glucose_Level": 89.95162699, + "Potassium_Level": 4.547875498, + "Sodium_Level": 140.2509405, + "Smoking_Pack_Years": 68.15366561 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.33549782, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 25.45400294, + "Aspartate_Aminotransferase_Level": 26.70710637, + "Creatinine_Level": 1.162585674, + "LDH_Level": 140.5640967, + "Calcium_Level": 9.120121699, + "Phosphorus_Level": 2.981673165, + "Glucose_Level": 141.0374657, + "Potassium_Level": 4.090744474, + "Sodium_Level": 135.8487717, + "Smoking_Pack_Years": 48.94003637 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.23663589, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.52124731, + "White_Blood_Cell_Count": 7.580364558, + "Platelet_Count": 222.3630943, + "Albumin_Level": 3.975359933, + "Alkaline_Phosphatase_Level": 69.62404712, + "Alanine_Aminotransferase_Level": 7.39042241, + "Aspartate_Aminotransferase_Level": 20.69597135, + "Creatinine_Level": 1.299883373, + "LDH_Level": 100.8991883, + "Calcium_Level": 8.315836331, + "Phosphorus_Level": 4.518710639, + "Glucose_Level": 143.3345476, + "Potassium_Level": 4.939456443, + "Sodium_Level": 142.0020088, + "Smoking_Pack_Years": 85.31676335 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.21877039, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.55771796, + "White_Blood_Cell_Count": 9.852099194, + "Platelet_Count": 269.16024, + "Albumin_Level": 3.562498488, + "Alkaline_Phosphatase_Level": 71.90637146, + "Alanine_Aminotransferase_Level": 20.20889451, + "Aspartate_Aminotransferase_Level": 24.7848554, + "Creatinine_Level": 0.800293188, + "LDH_Level": 191.4956604, + "Calcium_Level": 8.317997507, + "Phosphorus_Level": 2.583570892, + "Glucose_Level": 96.93125173, + "Potassium_Level": 3.893539868, + "Sodium_Level": 143.5507583, + "Smoking_Pack_Years": 3.302080444 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.13950173, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 28.10223574, + "Aspartate_Aminotransferase_Level": 45.66744294, + "Creatinine_Level": 1.057133638, + "LDH_Level": 195.4538743, + "Calcium_Level": 9.783513661, + "Phosphorus_Level": 4.91819063, + "Glucose_Level": 91.27820165, + "Potassium_Level": 4.345100418, + "Sodium_Level": 137.3563897, + "Smoking_Pack_Years": 45.36680321 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.30657383, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.95917817, + "White_Blood_Cell_Count": 5.446961528, + "Platelet_Count": 431.2242536, + "Albumin_Level": 3.173487049, + "Alkaline_Phosphatase_Level": 97.25717891, + "Alanine_Aminotransferase_Level": 11.82692868, + "Aspartate_Aminotransferase_Level": 17.78830136, + "Creatinine_Level": 0.501405479, + "LDH_Level": 186.593457, + "Calcium_Level": 8.751842601, + "Phosphorus_Level": 3.081060254, + "Glucose_Level": 114.0757488, + "Potassium_Level": 4.4710685, + "Sodium_Level": 135.8280911, + "Smoking_Pack_Years": 47.18284726 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.14710178, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.98115433, + "White_Blood_Cell_Count": 7.013935828, + "Platelet_Count": 434.4380738, + "Albumin_Level": 4.287809749, + "Alkaline_Phosphatase_Level": 78.87067377, + "Alanine_Aminotransferase_Level": 28.75444303, + "Aspartate_Aminotransferase_Level": 49.17511564, + "Creatinine_Level": 0.654230482, + "LDH_Level": 113.0005291, + "Calcium_Level": 10.20778221, + "Phosphorus_Level": 4.580703563, + "Glucose_Level": 125.5530893, + "Potassium_Level": 4.649487029, + "Sodium_Level": 139.6856973, + "Smoking_Pack_Years": 59.85921921 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.23289619, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.9782586, + "White_Blood_Cell_Count": 8.542348755, + "Platelet_Count": 159.2023775, + "Albumin_Level": 3.496949321, + "Alkaline_Phosphatase_Level": 60.39186812, + "Alanine_Aminotransferase_Level": 5.30287644, + "Aspartate_Aminotransferase_Level": 37.3108477, + "Creatinine_Level": 0.677597693, + "LDH_Level": 129.472073, + "Calcium_Level": 9.034408799, + "Phosphorus_Level": 3.646055874, + "Glucose_Level": 88.88726271, + "Potassium_Level": 3.941408116, + "Sodium_Level": 140.3195617, + "Smoking_Pack_Years": 94.45498087 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.87694819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.79696248, + "White_Blood_Cell_Count": 8.574591534, + "Platelet_Count": 401.3462939, + "Albumin_Level": 4.691782325, + "Alkaline_Phosphatase_Level": 100.3485408, + "Alanine_Aminotransferase_Level": 13.66361029, + "Aspartate_Aminotransferase_Level": 10.63335547, + "Creatinine_Level": 1.403417797, + "LDH_Level": 208.4101027, + "Calcium_Level": 8.429188665, + "Phosphorus_Level": 2.503738715, + "Glucose_Level": 96.42967908, + "Potassium_Level": 3.957787217, + "Sodium_Level": 140.6587498, + "Smoking_Pack_Years": 82.38973593 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.85800364, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.37495448, + "White_Blood_Cell_Count": 6.983215117, + "Platelet_Count": 229.5169803, + "Albumin_Level": 4.978646957, + "Alkaline_Phosphatase_Level": 51.09477862, + "Alanine_Aminotransferase_Level": 19.61902581, + "Aspartate_Aminotransferase_Level": 21.16235735, + "Creatinine_Level": 0.549965367, + "LDH_Level": 187.4824757, + "Calcium_Level": 9.130699999, + "Phosphorus_Level": 2.792141561, + "Glucose_Level": 74.56998067, + "Potassium_Level": 4.473324673, + "Sodium_Level": 137.4954294, + "Smoking_Pack_Years": 66.27659815 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.2123844, + "White_Blood_Cell_Count": 4.611983624, + "Platelet_Count": 432.2258619, + "Albumin_Level": 3.68603031, + "Alkaline_Phosphatase_Level": 37.88711837, + "Alanine_Aminotransferase_Level": 28.82646467, + "Aspartate_Aminotransferase_Level": 46.18238632, + "Creatinine_Level": 0.828061163, + "LDH_Level": 145.5022421, + "Calcium_Level": 8.782067565, + "Phosphorus_Level": 3.866703811, + "Glucose_Level": 86.70585482, + "Potassium_Level": 3.728845657, + "Sodium_Level": 142.1845691, + "Smoking_Pack_Years": 0.636647234 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.70198252, + "White_Blood_Cell_Count": 7.889249896, + "Platelet_Count": 226.5817984, + "Albumin_Level": 3.155783308, + "Alkaline_Phosphatase_Level": 35.22006318, + "Alanine_Aminotransferase_Level": 5.345227916, + "Aspartate_Aminotransferase_Level": 22.0291923, + "Creatinine_Level": 1.465154675, + "LDH_Level": 111.458338, + "Calcium_Level": 8.866829562, + "Phosphorus_Level": 4.315827552, + "Glucose_Level": 113.6683165, + "Potassium_Level": 3.740949733, + "Sodium_Level": 135.8927683, + "Smoking_Pack_Years": 35.93540698 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.28055804, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.30711865, + "White_Blood_Cell_Count": 7.632301677, + "Platelet_Count": 311.6607915, + "Albumin_Level": 3.823543661, + "Alkaline_Phosphatase_Level": 73.6744121, + "Alanine_Aminotransferase_Level": 25.29598676, + "Aspartate_Aminotransferase_Level": 42.63429762, + "Creatinine_Level": 1.173048183, + "LDH_Level": 177.7736698, + "Calcium_Level": 10.20463266, + "Phosphorus_Level": 3.835350386, + "Glucose_Level": 128.189724, + "Potassium_Level": 4.132503038, + "Sodium_Level": 144.0308738, + "Smoking_Pack_Years": 46.37918837 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.19476248, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.22286019, + "White_Blood_Cell_Count": 9.570701658, + "Platelet_Count": 427.3975103, + "Albumin_Level": 4.426120936, + "Alkaline_Phosphatase_Level": 112.4780228, + "Alanine_Aminotransferase_Level": 27.26573344, + "Aspartate_Aminotransferase_Level": 19.66693366, + "Creatinine_Level": 0.68460988, + "LDH_Level": 247.7192774, + "Calcium_Level": 10.08974894, + "Phosphorus_Level": 4.639846061, + "Glucose_Level": 118.8177227, + "Potassium_Level": 4.126979847, + "Sodium_Level": 135.9752586, + "Smoking_Pack_Years": 44.84658854 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.26064387, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.47282288, + "White_Blood_Cell_Count": 5.001054465, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.57784081, + "White_Blood_Cell_Count": 9.865927746, + "Platelet_Count": 185.4858206, + "Albumin_Level": 4.472591991, + "Alkaline_Phosphatase_Level": 103.9298637, + "Alanine_Aminotransferase_Level": 26.64477155, + "Aspartate_Aminotransferase_Level": 38.9808886, + "Creatinine_Level": 1.347179101, + "LDH_Level": 106.1353013, + "Calcium_Level": 9.148660175, + "Phosphorus_Level": 3.438296216, + "Glucose_Level": 107.705581, + "Potassium_Level": 4.944275449, + "Sodium_Level": 143.6282304, + "Smoking_Pack_Years": 71.2787769 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.66727372, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.97258788, + "White_Blood_Cell_Count": 4.098922538, + "Platelet_Count": 229.6003744, + "Albumin_Level": 3.68710062, + "Alkaline_Phosphatase_Level": 72.73330065, + "Alanine_Aminotransferase_Level": 26.9961328, + "Aspartate_Aminotransferase_Level": 46.14408687, + "Creatinine_Level": 0.952166414, + "LDH_Level": 241.0141585, + "Calcium_Level": 9.452112045, + "Phosphorus_Level": 2.649182702, + "Glucose_Level": 114.9685902, + "Potassium_Level": 4.278837706, + "Sodium_Level": 136.3616348, + "Smoking_Pack_Years": 89.3497869 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.05687009, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.89131221, + "White_Blood_Cell_Count": 7.979420144, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.45237258, + "White_Blood_Cell_Count": 4.627453558, + "Platelet_Count": 400.6630237, + "Albumin_Level": 4.863750821, + "Alkaline_Phosphatase_Level": 80.35010894, + "Alanine_Aminotransferase_Level": 28.60700293, + "Aspartate_Aminotransferase_Level": 38.90335082, + "Creatinine_Level": 1.413817811, + "LDH_Level": 222.9523941, + "Calcium_Level": 8.317755677, + "Phosphorus_Level": 2.972168106, + "Glucose_Level": 147.8857103, + "Potassium_Level": 4.421847379, + "Sodium_Level": 141.0566702, + "Smoking_Pack_Years": 34.77187606 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.34818176, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.71149454, + "White_Blood_Cell_Count": 7.11404871, + "Platelet_Count": 326.9103272, + "Albumin_Level": 4.056053085, + "Alkaline_Phosphatase_Level": 58.7410904, + "Alanine_Aminotransferase_Level": 13.8609828, + "Aspartate_Aminotransferase_Level": 13.85887642, + "Creatinine_Level": 1.022021508, + "LDH_Level": 147.7393098, + "Calcium_Level": 9.518524793, + "Phosphorus_Level": 4.873308065, + "Glucose_Level": 118.6092563, + "Potassium_Level": 4.437473251, + "Sodium_Level": 144.7752128, + "Smoking_Pack_Years": 68.62250858 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.71534311, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.52383903, + "White_Blood_Cell_Count": 9.359491872, + "Platelet_Count": 247.035506, + "Albumin_Level": 3.119025042, + "Alkaline_Phosphatase_Level": 52.24321712, + "Alanine_Aminotransferase_Level": 6.88544917, + "Aspartate_Aminotransferase_Level": 16.93655101, + "Creatinine_Level": 1.118097237, + "LDH_Level": 151.4819976, + "Calcium_Level": 10.2104442, + "Phosphorus_Level": 3.223667606, + "Glucose_Level": 126.0436508, + "Potassium_Level": 3.710027474, + "Sodium_Level": 138.2571818, + "Smoking_Pack_Years": 18.47040384 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.43149767, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.44378885, + 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"Creatinine_Level": 1.116343235, + "LDH_Level": 103.2613205, + "Calcium_Level": 9.273029772, + "Phosphorus_Level": 4.273571272, + "Glucose_Level": 122.4357032, + "Potassium_Level": 4.355243386, + "Sodium_Level": 141.4028103, + "Smoking_Pack_Years": 89.53264531 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.92621576, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.20774388, + "White_Blood_Cell_Count": 3.805150103, + "Platelet_Count": 242.7634501, + "Albumin_Level": 3.153715694, + "Alkaline_Phosphatase_Level": 66.36171075, + "Alanine_Aminotransferase_Level": 25.87142254, + "Aspartate_Aminotransferase_Level": 39.02676506, + "Creatinine_Level": 1.266645031, + "LDH_Level": 228.4312191, + "Calcium_Level": 8.779836189, + "Phosphorus_Level": 4.516104714, + "Glucose_Level": 80.40333165, + "Potassium_Level": 4.537004807, + "Sodium_Level": 140.9637332, + "Smoking_Pack_Years": 45.55878008 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.91970609, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + 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"Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.66763351, + "White_Blood_Cell_Count": 6.920696452, + "Platelet_Count": 394.9882791, + "Albumin_Level": 3.754404049, + "Alkaline_Phosphatase_Level": 102.7418265, + "Alanine_Aminotransferase_Level": 28.32057146, + "Aspartate_Aminotransferase_Level": 37.91421107, + "Creatinine_Level": 1.406616986, + "LDH_Level": 147.0717349, + "Calcium_Level": 9.411654905, + "Phosphorus_Level": 4.51891615, + "Glucose_Level": 114.0010044, + "Potassium_Level": 4.033524691, + "Sodium_Level": 143.8016874, + "Smoking_Pack_Years": 12.06056482 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.29513404, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.41009989, + "White_Blood_Cell_Count": 4.355320322, + "Platelet_Count": 167.715147, + "Albumin_Level": 4.557953276, + "Alkaline_Phosphatase_Level": 78.58798582, + "Alanine_Aminotransferase_Level": 5.391601572, + "Aspartate_Aminotransferase_Level": 42.23624275, + "Creatinine_Level": 1.250155941, + "LDH_Level": 155.4260045, + "Calcium_Level": 8.284770115, + "Phosphorus_Level": 3.778979176, + "Glucose_Level": 125.0738362, + "Potassium_Level": 3.630279255, + "Sodium_Level": 143.9022091, + "Smoking_Pack_Years": 91.2304516 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.22531693, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.82043299, + "White_Blood_Cell_Count": 9.822085248, + "Platelet_Count": 166.0511579, + "Albumin_Level": 4.405480163, + "Alkaline_Phosphatase_Level": 71.82917795, + "Alanine_Aminotransferase_Level": 31.45670696, + "Aspartate_Aminotransferase_Level": 41.7860142, + "Creatinine_Level": 0.853002743, + "LDH_Level": 138.5749284, + "Calcium_Level": 8.881775212, + "Phosphorus_Level": 2.682580731, + "Glucose_Level": 91.96618397, + "Potassium_Level": 4.894063316, + "Sodium_Level": 137.6879322, + "Smoking_Pack_Years": 7.296404539 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.40644284, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.59170585, + "White_Blood_Cell_Count": 7.426194873, + "Platelet_Count": 297.3406748, + "Albumin_Level": 4.889267762, + "Alkaline_Phosphatase_Level": 93.68872948, + "Alanine_Aminotransferase_Level": 17.70980042, + "Aspartate_Aminotransferase_Level": 45.66915299, + "Creatinine_Level": 1.038305024, + "LDH_Level": 197.0162601, + "Calcium_Level": 8.768416407, + "Phosphorus_Level": 3.356769888, + "Glucose_Level": 138.494739, + "Potassium_Level": 3.694356438, + "Sodium_Level": 142.0361955, + "Smoking_Pack_Years": 67.91685019 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.70810262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.25098756, + "White_Blood_Cell_Count": 4.019069379, + "Platelet_Count": 222.4077841, + "Albumin_Level": 3.657541106, + "Alkaline_Phosphatase_Level": 60.7952505, + "Alanine_Aminotransferase_Level": 6.162371778, + "Aspartate_Aminotransferase_Level": 42.62144076, + "Creatinine_Level": 1.089900591, + "LDH_Level": 103.8650472, + "Calcium_Level": 9.15566694, + "Phosphorus_Level": 3.046026304, + "Glucose_Level": 139.7608742, + "Potassium_Level": 3.879054685, + "Sodium_Level": 140.4111741, + "Smoking_Pack_Years": 68.12529448 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.61970907, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 89, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.94157308, + "White_Blood_Cell_Count": 9.761734224, + "Platelet_Count": 243.5636647, + "Albumin_Level": 3.220213865, + "Alkaline_Phosphatase_Level": 119.2605031, + "Alanine_Aminotransferase_Level": 26.8992885, + "Aspartate_Aminotransferase_Level": 11.71931173, + "Creatinine_Level": 0.684873237, + "LDH_Level": 197.9849208, + "Calcium_Level": 10.10316665, + "Phosphorus_Level": 2.833048167, + "Glucose_Level": 101.6942905, + "Potassium_Level": 4.675369086, + "Sodium_Level": 141.670618, + "Smoking_Pack_Years": 38.61103186 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.25224899, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.81354986, + "White_Blood_Cell_Count": 9.261201231, + "Platelet_Count": 225.2660212, + "Albumin_Level": 4.634760517, + "Alkaline_Phosphatase_Level": 33.11077397, + "Alanine_Aminotransferase_Level": 10.89813051, + "Aspartate_Aminotransferase_Level": 39.3268819, + "Creatinine_Level": 0.652817253, + "LDH_Level": 162.5914849, + "Calcium_Level": 8.962732745, + "Phosphorus_Level": 4.855361263, + "Glucose_Level": 139.1102066, + "Potassium_Level": 4.266250189, + "Sodium_Level": 140.3143972, + "Smoking_Pack_Years": 70.89862087 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.83916281, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.94849603, + "White_Blood_Cell_Count": 5.778178781, + "Platelet_Count": 374.040857, + "Albumin_Level": 3.571952774, + "Alkaline_Phosphatase_Level": 112.517883, + "Alanine_Aminotransferase_Level": 31.56940711, + "Aspartate_Aminotransferase_Level": 45.59515845, + "Creatinine_Level": 0.512915456, + "LDH_Level": 215.03575, + "Calcium_Level": 8.091884405, + "Phosphorus_Level": 3.385401296, + "Glucose_Level": 71.24420318, + "Potassium_Level": 4.94432033, + "Sodium_Level": 137.3620457, + "Smoking_Pack_Years": 95.25449721 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.54529414, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 25.93773305, + "Aspartate_Aminotransferase_Level": 23.89975582, + "Creatinine_Level": 0.741783065, + "LDH_Level": 158.7144948, + "Calcium_Level": 9.181387998, + "Phosphorus_Level": 3.394366835, + "Glucose_Level": 135.6721869, + "Potassium_Level": 4.015173967, + "Sodium_Level": 137.0147012, + "Smoking_Pack_Years": 1.070711098 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.72453014, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.045903, + "White_Blood_Cell_Count": 6.974869065, + "Platelet_Count": 365.3634968, + "Albumin_Level": 4.797585097, + "Alkaline_Phosphatase_Level": 34.18345656, + "Alanine_Aminotransferase_Level": 34.24084404, + "Aspartate_Aminotransferase_Level": 17.4961705, + "Creatinine_Level": 1.466643337, + "LDH_Level": 219.7486455, + "Calcium_Level": 8.596986453, + "Phosphorus_Level": 3.165888499, + "Glucose_Level": 123.3064397, + "Potassium_Level": 4.676341329, + "Sodium_Level": 136.75719, + "Smoking_Pack_Years": 14.6465282 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.1699904, + "Tumor_Location": "Middle 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76.97466528, + "Potassium_Level": 4.351665725, + "Sodium_Level": 138.2351789, + "Smoking_Pack_Years": 15.99538119 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.56306624, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.12589403, + "White_Blood_Cell_Count": 8.865556537, + "Platelet_Count": 361.1810684, + "Albumin_Level": 3.919970753, + "Alkaline_Phosphatase_Level": 40.85336728, + "Alanine_Aminotransferase_Level": 31.36911509, + "Aspartate_Aminotransferase_Level": 39.4747644, + "Creatinine_Level": 1.240452344, + "LDH_Level": 245.7527292, + "Calcium_Level": 8.737978186, + "Phosphorus_Level": 4.709447089, + "Glucose_Level": 115.4280489, + "Potassium_Level": 4.628147219, + "Sodium_Level": 141.9054323, + "Smoking_Pack_Years": 64.54652914 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.25197059, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.09722712, + "White_Blood_Cell_Count": 5.072726222, + "Platelet_Count": 174.3158416, + "Albumin_Level": 3.989922758, + "Alkaline_Phosphatase_Level": 55.5573648, + "Alanine_Aminotransferase_Level": 38.29155703, + "Aspartate_Aminotransferase_Level": 13.13391946, + "Creatinine_Level": 1.097031116, + "LDH_Level": 239.2644723, + "Calcium_Level": 8.104077671, + "Phosphorus_Level": 4.330460679, + "Glucose_Level": 93.89862652, + "Potassium_Level": 4.491333525, + "Sodium_Level": 135.7858739, + "Smoking_Pack_Years": 18.56970541 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.64901043, + "Tumor_Location": 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101.9212612, + "Potassium_Level": 4.412885785, + "Sodium_Level": 138.0207721, + "Smoking_Pack_Years": 66.25412209 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.63490989, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.68808666, + "White_Blood_Cell_Count": 5.014329866, + "Platelet_Count": 338.470695, + "Albumin_Level": 3.932090287, + "Alkaline_Phosphatase_Level": 67.13139749, + "Alanine_Aminotransferase_Level": 26.83515253, + "Aspartate_Aminotransferase_Level": 33.76503187, + "Creatinine_Level": 1.282566135, + "LDH_Level": 135.6828424, + "Calcium_Level": 9.330865361, + "Phosphorus_Level": 4.239052888, + "Glucose_Level": 71.08815655, + "Potassium_Level": 3.557085361, + "Sodium_Level": 142.1648973, + "Smoking_Pack_Years": 99.1117977 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.63582502, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.7675803, + "White_Blood_Cell_Count": 5.685198928, + "Platelet_Count": 197.0507718, + "Albumin_Level": 4.934766626, + "Alkaline_Phosphatase_Level": 101.784449, + "Alanine_Aminotransferase_Level": 31.29066628, + "Aspartate_Aminotransferase_Level": 16.59158856, + "Creatinine_Level": 1.147256156, + "LDH_Level": 103.8927665, + "Calcium_Level": 10.26622453, + "Phosphorus_Level": 2.754997749, + "Glucose_Level": 94.13781681, + "Potassium_Level": 4.424589262, + "Sodium_Level": 135.3792991, + "Smoking_Pack_Years": 96.22752748 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 79.98286306, + "Alanine_Aminotransferase_Level": 9.574524692, + "Aspartate_Aminotransferase_Level": 26.90648961, + "Creatinine_Level": 1.276679603, + "LDH_Level": 116.1559846, + "Calcium_Level": 9.094098859, + "Phosphorus_Level": 4.137768669, + "Glucose_Level": 80.15496387, + "Potassium_Level": 4.513459742, + "Sodium_Level": 143.7945897, + "Smoking_Pack_Years": 61.64035407 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.25591793, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.2378631, + "White_Blood_Cell_Count": 9.300301713, + "Platelet_Count": 287.4880876, + "Albumin_Level": 4.756072563, + "Alkaline_Phosphatase_Level": 41.60848572, + "Alanine_Aminotransferase_Level": 12.27888519, + "Aspartate_Aminotransferase_Level": 31.75718792, + "Creatinine_Level": 0.57968679, + "LDH_Level": 228.6534388, + "Calcium_Level": 9.628484202, + "Phosphorus_Level": 4.003197072, + "Glucose_Level": 148.756194, + "Potassium_Level": 4.820265686, + "Sodium_Level": 135.3502066, + "Smoking_Pack_Years": 93.83160009 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.31411003, + "White_Blood_Cell_Count": 9.23710977, + "Platelet_Count": 380.2378739, + "Albumin_Level": 4.180791182, + "Alkaline_Phosphatase_Level": 89.69339958, + "Alanine_Aminotransferase_Level": 29.35241863, + "Aspartate_Aminotransferase_Level": 12.39398504, + "Creatinine_Level": 0.929846086, + "LDH_Level": 219.4230012, + "Calcium_Level": 9.249273207, + "Phosphorus_Level": 3.552255535, + "Glucose_Level": 72.76264465, + "Potassium_Level": 4.280349172, + "Sodium_Level": 139.4329777, + "Smoking_Pack_Years": 44.5486342 + }, + { + "Age": 33, + "Gender": "Male", 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183.6051992, + "Calcium_Level": 8.082167371, + "Phosphorus_Level": 4.711715422, + "Glucose_Level": 140.3954823, + "Potassium_Level": 3.570505852, + "Sodium_Level": 143.9096698, + "Smoking_Pack_Years": 51.84405855 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.33119812, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.69240415, + "White_Blood_Cell_Count": 4.481016551, + 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"No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.2337154, + "White_Blood_Cell_Count": 9.7105615, + "Platelet_Count": 155.7502553, + "Albumin_Level": 4.895534356, + "Alkaline_Phosphatase_Level": 88.62331449, + "Alanine_Aminotransferase_Level": 14.25550164, + "Aspartate_Aminotransferase_Level": 23.26908707, + "Creatinine_Level": 1.020241756, + "LDH_Level": 213.7880866, + "Calcium_Level": 8.12761223, + "Phosphorus_Level": 2.762306467, + "Glucose_Level": 108.3519643, + "Potassium_Level": 4.272981802, + "Sodium_Level": 143.9231551, + "Smoking_Pack_Years": 50.20372783 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.35451373, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.72950029, + "White_Blood_Cell_Count": 5.635609154, + "Platelet_Count": 378.4696885, + "Albumin_Level": 3.927467287, + "Alkaline_Phosphatase_Level": 88.69602758, + "Alanine_Aminotransferase_Level": 7.464135439, + "Aspartate_Aminotransferase_Level": 13.02606525, + "Creatinine_Level": 0.814985285, + "LDH_Level": 244.8491335, + "Calcium_Level": 8.495170754, + "Phosphorus_Level": 3.546215475, + "Glucose_Level": 143.4968812, + "Potassium_Level": 4.771632925, + "Sodium_Level": 142.8725108, + "Smoking_Pack_Years": 88.59820665 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.56079332, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.6253696, + "White_Blood_Cell_Count": 5.892747543, + "Platelet_Count": 378.8714641, + "Albumin_Level": 4.044256813, + "Alkaline_Phosphatase_Level": 113.8614755, + "Alanine_Aminotransferase_Level": 12.96545278, + "Aspartate_Aminotransferase_Level": 32.16033707, + "Creatinine_Level": 1.226014918, + "LDH_Level": 171.9162452, + "Calcium_Level": 10.49087369, + "Phosphorus_Level": 4.652046627, + "Glucose_Level": 101.5049389, + "Potassium_Level": 4.340373241, + "Sodium_Level": 135.8356005, + "Smoking_Pack_Years": 42.8558836 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.89886459, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.88682901, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.12623243, + "White_Blood_Cell_Count": 8.041080721, + "Platelet_Count": 389.6393334, + "Albumin_Level": 4.095575343, + "Alkaline_Phosphatase_Level": 61.97694766, + "Alanine_Aminotransferase_Level": 37.16674121, + "Aspartate_Aminotransferase_Level": 22.03140396, + "Creatinine_Level": 0.751183184, + "LDH_Level": 222.5743776, + "Calcium_Level": 10.02667383, + "Phosphorus_Level": 4.929001465, + "Glucose_Level": 112.6902118, + "Potassium_Level": 3.696118107, + "Sodium_Level": 142.8430301, + "Smoking_Pack_Years": 12.90529123 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.00862226, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.58091321, + "White_Blood_Cell_Count": 4.255050727, + "Platelet_Count": 433.1654728, + "Albumin_Level": 4.629785139, + "Alkaline_Phosphatase_Level": 74.66523456, + "Alanine_Aminotransferase_Level": 19.60738973, + "Aspartate_Aminotransferase_Level": 16.10153252, + "Creatinine_Level": 1.318820373, + "LDH_Level": 120.441062, + "Calcium_Level": 10.15577207, + "Phosphorus_Level": 4.590042914, + "Glucose_Level": 144.4241746, + "Potassium_Level": 4.666312051, + "Sodium_Level": 140.6379008, + "Smoking_Pack_Years": 29.97863981 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.55167451, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.40897233, + "White_Blood_Cell_Count": 6.290593562, + "Platelet_Count": 288.8930732, + "Albumin_Level": 3.683757616, + "Alkaline_Phosphatase_Level": 55.59511605, + "Alanine_Aminotransferase_Level": 34.35557091, + "Aspartate_Aminotransferase_Level": 29.53047169, + "Creatinine_Level": 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"White_Blood_Cell_Count": 8.330598251, + "Platelet_Count": 241.7791917, + "Albumin_Level": 4.981698629, + "Alkaline_Phosphatase_Level": 104.8626929, + "Alanine_Aminotransferase_Level": 14.75622985, + "Aspartate_Aminotransferase_Level": 33.21043976, + "Creatinine_Level": 0.961059751, + "LDH_Level": 110.8974994, + "Calcium_Level": 9.857497743, + "Phosphorus_Level": 4.789152048, + "Glucose_Level": 83.09290457, + "Potassium_Level": 4.449047552, + "Sodium_Level": 135.2411982, + "Smoking_Pack_Years": 39.8687915 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.65800338, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.3454115, + "White_Blood_Cell_Count": 6.03845934, + "Platelet_Count": 288.8840246, + "Albumin_Level": 4.14602322, + "Alkaline_Phosphatase_Level": 109.9038159, + "Alanine_Aminotransferase_Level": 26.35378045, + "Aspartate_Aminotransferase_Level": 10.38646063, + "Creatinine_Level": 0.868767119, + "LDH_Level": 120.6832032, + "Calcium_Level": 9.603964043, + "Phosphorus_Level": 3.518584084, + "Glucose_Level": 71.47607153, + "Potassium_Level": 4.536487174, + "Sodium_Level": 137.926789, + "Smoking_Pack_Years": 48.1236499 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.8368292, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 92.65858089 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.94409201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.72375736, + "White_Blood_Cell_Count": 6.557660241, + "Platelet_Count": 332.1637187, + "Albumin_Level": 3.126548543, + "Alkaline_Phosphatase_Level": 56.03358005, + "Alanine_Aminotransferase_Level": 15.72480468, + "Aspartate_Aminotransferase_Level": 25.5055289, + "Creatinine_Level": 1.062924459, + "LDH_Level": 109.2064679, + "Calcium_Level": 8.049972695, + "Phosphorus_Level": 3.355428182, + "Glucose_Level": 127.5851955, + "Potassium_Level": 4.474897641, + "Sodium_Level": 138.545764, + "Smoking_Pack_Years": 3.090586317 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.09214899, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.22885629, + "White_Blood_Cell_Count": 4.695631421, + "Platelet_Count": 436.8239627, + "Albumin_Level": 4.04703878, + "Alkaline_Phosphatase_Level": 77.61905105, + "Alanine_Aminotransferase_Level": 19.73842748, + "Aspartate_Aminotransferase_Level": 12.7183863, + "Creatinine_Level": 0.512499005, + "LDH_Level": 249.7345352, + "Calcium_Level": 8.544409036, + "Phosphorus_Level": 3.215500118, + "Glucose_Level": 128.6418707, + "Potassium_Level": 4.543036232, + "Sodium_Level": 138.3559117, + "Smoking_Pack_Years": 47.43400844 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.3450721, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.42608114, + "White_Blood_Cell_Count": 5.841062493, + "Platelet_Count": 434.8705868, + "Albumin_Level": 3.805973544, + "Alkaline_Phosphatase_Level": 42.72142906, + "Alanine_Aminotransferase_Level": 27.21103606, + "Aspartate_Aminotransferase_Level": 46.0679542, + "Creatinine_Level": 1.288845025, + "LDH_Level": 170.7669136, + "Calcium_Level": 8.70872232, + "Phosphorus_Level": 4.948400125, + "Glucose_Level": 76.32397282, + "Potassium_Level": 4.09866088, + "Sodium_Level": 143.2087826, + "Smoking_Pack_Years": 47.55179933 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.26683883, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.9004683, + "White_Blood_Cell_Count": 4.670333275, + "Platelet_Count": 266.3699663, + "Albumin_Level": 3.866905283, + "Alkaline_Phosphatase_Level": 102.0703356, + "Alanine_Aminotransferase_Level": 17.52270798, + "Aspartate_Aminotransferase_Level": 19.65004315, + "Creatinine_Level": 1.348195211, + "LDH_Level": 170.0845713, + "Calcium_Level": 10.33262184, + "Phosphorus_Level": 3.63478388, + "Glucose_Level": 113.6287619, + "Potassium_Level": 4.625428576, + "Sodium_Level": 143.6622029, + "Smoking_Pack_Years": 0.224049715 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.04138121, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.25174982, + "White_Blood_Cell_Count": 5.475868185, + "Platelet_Count": 429.1832212, + "Albumin_Level": 4.896480223, + "Alkaline_Phosphatase_Level": 101.0690305, + "Alanine_Aminotransferase_Level": 20.68811046, + "Aspartate_Aminotransferase_Level": 29.60391146, + "Creatinine_Level": 0.836819578, + "LDH_Level": 244.9590467, + "Calcium_Level": 9.826776998, + "Phosphorus_Level": 3.974645468, + "Glucose_Level": 109.6219921, + "Potassium_Level": 3.541734638, + "Sodium_Level": 136.4766813, + "Smoking_Pack_Years": 72.3665253 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.01880322, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.87096796, + "White_Blood_Cell_Count": 4.178574461, + "Platelet_Count": 403.3510516, + "Albumin_Level": 3.372566094, + "Alkaline_Phosphatase_Level": 109.4771916, + "Alanine_Aminotransferase_Level": 39.55650152, + "Aspartate_Aminotransferase_Level": 36.99403723, + "Creatinine_Level": 0.827771529, + "LDH_Level": 140.189325, + "Calcium_Level": 9.633132572, + "Phosphorus_Level": 4.587203252, + "Glucose_Level": 83.56688738, + "Potassium_Level": 4.63500374, + "Sodium_Level": 137.2600497, + "Smoking_Pack_Years": 16.32457436 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.75872171, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.40707892, + "White_Blood_Cell_Count": 7.554354646, + "Platelet_Count": 201.0267978, + "Albumin_Level": 3.487374765, + "Alkaline_Phosphatase_Level": 109.8976463, + "Alanine_Aminotransferase_Level": 17.00908988, + "Aspartate_Aminotransferase_Level": 42.26415809, + "Creatinine_Level": 0.978444782, + "LDH_Level": 106.6363555, + "Calcium_Level": 9.850263966, + "Phosphorus_Level": 3.83304585, + "Glucose_Level": 121.7298466, + "Potassium_Level": 3.513358612, + "Sodium_Level": 140.2014166, + "Smoking_Pack_Years": 26.14473237 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.08410522, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.47765761, + "White_Blood_Cell_Count": 3.843433235, + "Platelet_Count": 449.2939396, + "Albumin_Level": 3.216021137, + "Alkaline_Phosphatase_Level": 45.76814999, + "Alanine_Aminotransferase_Level": 23.44251461, + "Aspartate_Aminotransferase_Level": 17.1871062, + "Creatinine_Level": 1.336190329, + "LDH_Level": 177.0926373, + "Calcium_Level": 8.349057136, + "Phosphorus_Level": 4.376831244, + "Glucose_Level": 129.6267746, + "Potassium_Level": 3.816177651, + "Sodium_Level": 142.1394193, + "Smoking_Pack_Years": 81.49785738 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.08117739, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.856917, + "White_Blood_Cell_Count": 8.547110519, + "Platelet_Count": 277.9392555, + "Albumin_Level": 4.736018999, + "Alkaline_Phosphatase_Level": 78.18354138, + "Alanine_Aminotransferase_Level": 31.82987714, + "Aspartate_Aminotransferase_Level": 18.53782772, + "Creatinine_Level": 0.551089537, + "LDH_Level": 147.3743276, + "Calcium_Level": 8.399648047, + "Phosphorus_Level": 4.744677351, + "Glucose_Level": 113.3145004, + "Potassium_Level": 3.643541163, + "Sodium_Level": 141.3556828, + "Smoking_Pack_Years": 89.36004975 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.50958912, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.64019195, + "White_Blood_Cell_Count": 9.422369029, + "Platelet_Count": 267.8504609, + "Albumin_Level": 3.459379547, + "Alkaline_Phosphatase_Level": 52.26456025, + "Alanine_Aminotransferase_Level": 36.0770658, + "Aspartate_Aminotransferase_Level": 29.5810446, + "Creatinine_Level": 1.401920739, + "LDH_Level": 111.0045152, + "Calcium_Level": 9.942855992, + "Phosphorus_Level": 4.218735316, + "Glucose_Level": 74.56453933, + "Potassium_Level": 4.429684856, + "Sodium_Level": 143.4129179, + "Smoking_Pack_Years": 30.99673611 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.2563405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.85233545, + "White_Blood_Cell_Count": 9.875055957, + "Platelet_Count": 273.8425497, + "Albumin_Level": 4.720337829, + "Alkaline_Phosphatase_Level": 98.471388, + "Alanine_Aminotransferase_Level": 35.09709851, + "Aspartate_Aminotransferase_Level": 36.58025888, + "Creatinine_Level": 0.531769697, + "LDH_Level": 131.0192588, + "Calcium_Level": 9.360738665, + "Phosphorus_Level": 3.236572955, + "Glucose_Level": 124.8317023, + "Potassium_Level": 4.01700582, + "Sodium_Level": 142.1170735, + "Smoking_Pack_Years": 5.040253184 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.66900644, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.71900909, + "White_Blood_Cell_Count": 8.098129763, + "Platelet_Count": 279.1178901, + "Albumin_Level": 4.289107807, + "Alkaline_Phosphatase_Level": 104.4329357, + "Alanine_Aminotransferase_Level": 12.19132523, + "Aspartate_Aminotransferase_Level": 27.42787107, + "Creatinine_Level": 1.277284473, + "LDH_Level": 148.5730648, + "Calcium_Level": 9.604646476, + "Phosphorus_Level": 3.064234671, + "Glucose_Level": 117.838766, + "Potassium_Level": 4.55440108, + "Sodium_Level": 142.8908704, + "Smoking_Pack_Years": 51.12151761 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.49808064, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.5898476, + "White_Blood_Cell_Count": 8.925675337, + "Platelet_Count": 335.7701105, + "Albumin_Level": 3.562744664, + "Alkaline_Phosphatase_Level": 64.59765205, + "Alanine_Aminotransferase_Level": 33.0437647, + "Aspartate_Aminotransferase_Level": 41.36846166, + "Creatinine_Level": 0.507826707, + "LDH_Level": 226.5074798, + "Calcium_Level": 9.884653715, + "Phosphorus_Level": 3.654866404, + "Glucose_Level": 124.7500597, + "Potassium_Level": 4.041131443, + "Sodium_Level": 138.1781767, + "Smoking_Pack_Years": 78.3900445 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.45335822, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.12544212, + "White_Blood_Cell_Count": 9.909482151, + "Platelet_Count": 212.3956702, + "Albumin_Level": 4.831401746, + "Alkaline_Phosphatase_Level": 79.44370539, + "Alanine_Aminotransferase_Level": 30.27159307, + "Aspartate_Aminotransferase_Level": 27.45465949, + "Creatinine_Level": 0.896455645, + "LDH_Level": 245.514202, + "Calcium_Level": 9.238998541, + "Phosphorus_Level": 3.42435093, + "Glucose_Level": 94.59000511, + "Potassium_Level": 3.871329117, + "Sodium_Level": 142.4933196, + "Smoking_Pack_Years": 48.71564869 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.53203029, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.40398707, + "White_Blood_Cell_Count": 3.999938496, + "Platelet_Count": 432.4654938, + "Albumin_Level": 4.969625632, + "Alkaline_Phosphatase_Level": 36.75948354, + "Alanine_Aminotransferase_Level": 38.19025129, + "Aspartate_Aminotransferase_Level": 19.00380684, + "Creatinine_Level": 1.337414567, + "LDH_Level": 127.4035086, + "Calcium_Level": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.81814599, + "White_Blood_Cell_Count": 8.662710566, + "Platelet_Count": 363.0289182, + "Albumin_Level": 3.09374681, + "Alkaline_Phosphatase_Level": 95.13764721, + "Alanine_Aminotransferase_Level": 15.14339938, + "Aspartate_Aminotransferase_Level": 30.3872808, + "Creatinine_Level": 0.648270691, + "LDH_Level": 131.6061788, + "Calcium_Level": 9.719148312, + "Phosphorus_Level": 3.365191849, + "Glucose_Level": 80.06834836, + "Potassium_Level": 4.909275094, + "Sodium_Level": 137.3904218, + "Smoking_Pack_Years": 16.88329427 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.17691745, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.87478093, + "White_Blood_Cell_Count": 7.387161337, + "Platelet_Count": 435.1484585, + "Albumin_Level": 4.353417975, + "Alkaline_Phosphatase_Level": 116.4179982, + "Alanine_Aminotransferase_Level": 22.83032867, + "Aspartate_Aminotransferase_Level": 31.47272921, + "Creatinine_Level": 1.462046998, + "LDH_Level": 185.5069212, + "Calcium_Level": 10.17266363, + "Phosphorus_Level": 3.512023898, + "Glucose_Level": 71.01439204, + "Potassium_Level": 4.637281189, + "Sodium_Level": 140.8449089, + "Smoking_Pack_Years": 12.85970958 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.4746635, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.4853065, + "White_Blood_Cell_Count": 9.168109486, + "Platelet_Count": 300.7611199, + "Albumin_Level": 3.67923325, + "Alkaline_Phosphatase_Level": 95.08131561, + "Alanine_Aminotransferase_Level": 22.94840058, + "Aspartate_Aminotransferase_Level": 24.74358718, + "Creatinine_Level": 0.750842971, + "LDH_Level": 220.6203731, + "Calcium_Level": 9.376255376, + "Phosphorus_Level": 4.224774454, + "Glucose_Level": 138.8896496, + "Potassium_Level": 4.072784448, + "Sodium_Level": 141.5975029, + "Smoking_Pack_Years": 12.41514898 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.19322813, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.93600273, + "White_Blood_Cell_Count": 4.32010614, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.14876208, + "White_Blood_Cell_Count": 6.373778651, + "Platelet_Count": 155.922169, + "Albumin_Level": 4.784744664, + "Alkaline_Phosphatase_Level": 87.85243021, + "Alanine_Aminotransferase_Level": 18.33753003, + "Aspartate_Aminotransferase_Level": 13.15054931, + "Creatinine_Level": 1.215236246, + "LDH_Level": 117.0501428, + "Calcium_Level": 10.12580939, + "Phosphorus_Level": 4.999576922, + "Glucose_Level": 123.8520042, + "Potassium_Level": 4.207412394, + "Sodium_Level": 141.4897164, + "Smoking_Pack_Years": 54.25604324 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.92964122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.93458772, + "White_Blood_Cell_Count": 8.131580747, + "Platelet_Count": 339.1716888, + "Albumin_Level": 4.732151095, + "Alkaline_Phosphatase_Level": 94.00386092, + "Alanine_Aminotransferase_Level": 10.39537129, + "Aspartate_Aminotransferase_Level": 20.1133542, + "Creatinine_Level": 1.129022239, + "LDH_Level": 244.2728884, + "Calcium_Level": 8.59323326, + "Phosphorus_Level": 3.194669211, + "Glucose_Level": 122.721171, + "Potassium_Level": 4.641886611, + "Sodium_Level": 136.1911142, + "Smoking_Pack_Years": 57.61947221 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.06503771, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.95466618, + "White_Blood_Cell_Count": 4.243019522, + "Platelet_Count": 250.3962513, + "Albumin_Level": 4.920262585, + "Alkaline_Phosphatase_Level": 61.11733056, + "Alanine_Aminotransferase_Level": 6.848304822, + "Aspartate_Aminotransferase_Level": 47.64606932, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.68645253, + "White_Blood_Cell_Count": 4.992714081, + "Platelet_Count": 291.7994195, + "Albumin_Level": 3.049077391, + "Alkaline_Phosphatase_Level": 30.10932021, + "Alanine_Aminotransferase_Level": 13.60338971, + "Aspartate_Aminotransferase_Level": 24.13221186, + "Creatinine_Level": 0.844643419, + "LDH_Level": 149.0662853, + "Calcium_Level": 10.48837847, + "Phosphorus_Level": 3.564510323, + "Glucose_Level": 137.1849644, + "Potassium_Level": 4.988293477, + "Sodium_Level": 143.0118381, + "Smoking_Pack_Years": 33.88990745 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.5059671, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.42414949, + "White_Blood_Cell_Count": 4.940785855, + "Platelet_Count": 248.8305591, + "Albumin_Level": 3.406199293, + "Alkaline_Phosphatase_Level": 61.66282531, + "Alanine_Aminotransferase_Level": 38.29874821, + "Aspartate_Aminotransferase_Level": 43.28297468, + "Creatinine_Level": 0.769449608, + "LDH_Level": 160.868361, + "Calcium_Level": 8.362353425, + "Phosphorus_Level": 4.211070885, + "Glucose_Level": 105.1706169, + "Potassium_Level": 4.877603645, + "Sodium_Level": 139.9146079, + "Smoking_Pack_Years": 30.62234496 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.19434279, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.35046462, + "White_Blood_Cell_Count": 4.302547336, + "Platelet_Count": 182.4194405, + "Albumin_Level": 3.439460651, + "Alkaline_Phosphatase_Level": 43.74942009, + "Alanine_Aminotransferase_Level": 22.23824808, + "Aspartate_Aminotransferase_Level": 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"Aspartate_Aminotransferase_Level": 25.05502601, + "Creatinine_Level": 1.250754762, + "LDH_Level": 103.8481816, + "Calcium_Level": 9.118128663, + "Phosphorus_Level": 4.903340345, + "Glucose_Level": 120.6176761, + "Potassium_Level": 3.620536344, + "Sodium_Level": 142.9682781, + "Smoking_Pack_Years": 2.824039384 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.49117762, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 68, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.0962657, + "White_Blood_Cell_Count": 5.934164504, + "Platelet_Count": 163.2150051, + "Albumin_Level": 3.554785997, + "Alkaline_Phosphatase_Level": 74.55277535, + "Alanine_Aminotransferase_Level": 26.14945053, + "Aspartate_Aminotransferase_Level": 15.95134819, + "Creatinine_Level": 1.382603309, + "LDH_Level": 139.6010026, + "Calcium_Level": 9.773063383, + "Phosphorus_Level": 3.737520023, + "Glucose_Level": 97.59850307, + "Potassium_Level": 3.65240025, + "Sodium_Level": 136.4375874, + "Smoking_Pack_Years": 73.96529782 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.24950415, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.48092971, + "White_Blood_Cell_Count": 9.403888138, + "Platelet_Count": 287.0467926, + "Albumin_Level": 3.1576839, + "Alkaline_Phosphatase_Level": 70.86650049, + "Alanine_Aminotransferase_Level": 22.14833649, + "Aspartate_Aminotransferase_Level": 31.3163541, + "Creatinine_Level": 0.878714617, + "LDH_Level": 169.4511942, + "Calcium_Level": 9.965647467, + "Phosphorus_Level": 3.042828656, + "Glucose_Level": 125.6616838, + "Potassium_Level": 4.177963001, + "Sodium_Level": 144.4572549, + "Smoking_Pack_Years": 53.9100487 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.8860444, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.85599352, + "White_Blood_Cell_Count": 9.562797858, + "Platelet_Count": 357.3237211, + "Albumin_Level": 3.323494608, + "Alkaline_Phosphatase_Level": 93.43016533, + "Alanine_Aminotransferase_Level": 34.28771392, + "Aspartate_Aminotransferase_Level": 32.05710843, + "Creatinine_Level": 0.655313737, + "LDH_Level": 113.9425627, + "Calcium_Level": 10.20678434, + "Phosphorus_Level": 2.658458529, + "Glucose_Level": 116.1568804, + "Potassium_Level": 4.712338224, + "Sodium_Level": 143.7367656, + "Smoking_Pack_Years": 35.63308914 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.66272462, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.26440722, + "White_Blood_Cell_Count": 5.937054401, + "Platelet_Count": 356.8715267, + "Albumin_Level": 4.536937805, + "Alkaline_Phosphatase_Level": 77.2520503, + "Alanine_Aminotransferase_Level": 34.25739116, + "Aspartate_Aminotransferase_Level": 36.66501717, + "Creatinine_Level": 0.51115794, + "LDH_Level": 102.2612803, + "Calcium_Level": 8.354523127, + "Phosphorus_Level": 2.779858516, + "Glucose_Level": 91.14236647, + "Potassium_Level": 4.497615073, + "Sodium_Level": 136.2029949, + "Smoking_Pack_Years": 40.54784014 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.60923166, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.73785129, + "White_Blood_Cell_Count": 8.11688693, + "Platelet_Count": 402.9523814, + "Albumin_Level": 4.447910078, + "Alkaline_Phosphatase_Level": 34.73110817, + "Alanine_Aminotransferase_Level": 9.033941029, + "Aspartate_Aminotransferase_Level": 37.57179199, + "Creatinine_Level": 1.046655041, + "LDH_Level": 192.9496401, + "Calcium_Level": 8.539951596, + "Phosphorus_Level": 4.837793498, + "Glucose_Level": 90.03466595, + "Potassium_Level": 3.903433588, + "Sodium_Level": 140.4965615, + "Smoking_Pack_Years": 62.11858408 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.72825219, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.95066044, + "White_Blood_Cell_Count": 4.006187198, + "Platelet_Count": 401.2087761, + "Albumin_Level": 4.712430819, + "Alkaline_Phosphatase_Level": 108.4970074, + "Alanine_Aminotransferase_Level": 10.18875594, + "Aspartate_Aminotransferase_Level": 29.56740812, + "Creatinine_Level": 0.534238784, + "LDH_Level": 235.2094813, + "Calcium_Level": 8.632999576, + "Phosphorus_Level": 2.500840208, + "Glucose_Level": 91.92751395, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.11922836, + "White_Blood_Cell_Count": 3.994583018, + "Platelet_Count": 368.41328, + "Albumin_Level": 4.704024247, + "Alkaline_Phosphatase_Level": 97.86191916, + "Alanine_Aminotransferase_Level": 6.434680877, + "Aspartate_Aminotransferase_Level": 13.37726665, + "Creatinine_Level": 0.60834593, + "LDH_Level": 154.2835604, + "Calcium_Level": 9.945090096, + "Phosphorus_Level": 4.731281746, + "Glucose_Level": 148.0770571, + "Potassium_Level": 4.365216429, + "Sodium_Level": 138.7467925, + "Smoking_Pack_Years": 40.28256064 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.07706991, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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32.91758976, + "Aspartate_Aminotransferase_Level": 25.54503037, + "Creatinine_Level": 1.321421249, + "LDH_Level": 210.5014711, + "Calcium_Level": 8.075911735, + "Phosphorus_Level": 2.555976396, + "Glucose_Level": 134.381297, + "Potassium_Level": 3.81181146, + "Sodium_Level": 140.0460033, + "Smoking_Pack_Years": 36.28578288 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.60137645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.5062743, + "White_Blood_Cell_Count": 6.814708195, + "Platelet_Count": 160.9445649, + "Albumin_Level": 4.625296043, + "Alkaline_Phosphatase_Level": 90.47602599, + "Alanine_Aminotransferase_Level": 24.4039186, + "Aspartate_Aminotransferase_Level": 34.85850685, + "Creatinine_Level": 1.426897697, + "LDH_Level": 212.4209845, + "Calcium_Level": 8.077845227, + "Phosphorus_Level": 2.63682059, + "Glucose_Level": 86.38288232, + "Potassium_Level": 3.767077482, + "Sodium_Level": 141.5177682, + "Smoking_Pack_Years": 34.55899604 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.41033536, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.77262455, + "White_Blood_Cell_Count": 8.48035739, + "Platelet_Count": 426.078663, + "Albumin_Level": 3.356809944, + "Alkaline_Phosphatase_Level": 63.68851711, + "Alanine_Aminotransferase_Level": 35.38621084, + "Aspartate_Aminotransferase_Level": 23.39521752, + "Creatinine_Level": 0.690113727, + "LDH_Level": 118.1659752, + "Calcium_Level": 8.572753676, + "Phosphorus_Level": 2.707431332, + "Glucose_Level": 90.44396112, + "Potassium_Level": 3.989423351, + "Sodium_Level": 139.2950174, + "Smoking_Pack_Years": 28.07736313 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.7436853, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.82260687, + "White_Blood_Cell_Count": 4.957343599, + "Platelet_Count": 300.9912173, + "Albumin_Level": 3.544138497, + "Alkaline_Phosphatase_Level": 80.73318892, + "Alanine_Aminotransferase_Level": 25.75935219, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.16906769, + "White_Blood_Cell_Count": 7.404488163, + "Platelet_Count": 289.0354859, + "Albumin_Level": 3.602378692, + "Alkaline_Phosphatase_Level": 105.6825654, + "Alanine_Aminotransferase_Level": 21.27468365, + "Aspartate_Aminotransferase_Level": 30.0475455, + "Creatinine_Level": 1.101288128, + "LDH_Level": 226.8137269, + "Calcium_Level": 9.914280588, + "Phosphorus_Level": 3.700368851, + "Glucose_Level": 108.3297469, + "Potassium_Level": 3.689449872, + "Sodium_Level": 135.828342, + "Smoking_Pack_Years": 84.88612663 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.56857295, + "Tumor_Location": "Lower 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.86134298, + "White_Blood_Cell_Count": 4.602605847, + "Platelet_Count": 187.7403476, + "Albumin_Level": 4.133411817, + "Alkaline_Phosphatase_Level": 89.02813724, + "Alanine_Aminotransferase_Level": 24.81760779, + "Aspartate_Aminotransferase_Level": 42.47684401, + "Creatinine_Level": 1.171169783, + "LDH_Level": 209.1252316, + "Calcium_Level": 8.866029338, + "Phosphorus_Level": 3.817278563, + "Glucose_Level": 90.84964628, + "Potassium_Level": 3.559653537, + "Sodium_Level": 143.9466893, + "Smoking_Pack_Years": 88.97521921 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.61568329, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.89782029, + "White_Blood_Cell_Count": 5.433553313, + "Platelet_Count": 227.5091228, + "Albumin_Level": 4.544520973, + "Alkaline_Phosphatase_Level": 40.45689423, + "Alanine_Aminotransferase_Level": 29.43662641, + "Aspartate_Aminotransferase_Level": 40.08890154, + "Creatinine_Level": 1.087683748, + "LDH_Level": 160.3521077, + "Calcium_Level": 8.509065106, + "Phosphorus_Level": 3.343415118, + "Glucose_Level": 95.72545767, + "Potassium_Level": 4.972005152, + "Sodium_Level": 142.728734, + "Smoking_Pack_Years": 35.32763803 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.58740909, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.53483741, + "White_Blood_Cell_Count": 6.004674307, + "Platelet_Count": 384.776365, + "Albumin_Level": 4.755458979, + "Alkaline_Phosphatase_Level": 56.3876788, + "Alanine_Aminotransferase_Level": 19.81128782, + "Aspartate_Aminotransferase_Level": 40.14395855, + "Creatinine_Level": 1.179824609, + "LDH_Level": 189.2430917, + "Calcium_Level": 10.17973689, + "Phosphorus_Level": 4.688584995, + "Glucose_Level": 95.27216008, + "Potassium_Level": 4.511728388, + "Sodium_Level": 140.0240896, + "Smoking_Pack_Years": 69.35710208 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.65625654, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.14117426, + "White_Blood_Cell_Count": 3.967688255, + "Platelet_Count": 315.962187, + "Albumin_Level": 3.158123961, + "Alkaline_Phosphatase_Level": 62.92017384, + "Alanine_Aminotransferase_Level": 29.78203205, + "Aspartate_Aminotransferase_Level": 48.24273069, + "Creatinine_Level": 0.747836074, + "LDH_Level": 141.3473782, + "Calcium_Level": 9.276412882, + "Phosphorus_Level": 4.100985601, + "Glucose_Level": 75.42037393, + "Potassium_Level": 4.156243952, + "Sodium_Level": 138.3084439, + "Smoking_Pack_Years": 77.0280128 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.11815479, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.68185064, + "White_Blood_Cell_Count": 8.187200887, + "Platelet_Count": 225.1822676, + "Albumin_Level": 3.738044888, + "Alkaline_Phosphatase_Level": 38.71329801, + "Alanine_Aminotransferase_Level": 39.62496041, + "Aspartate_Aminotransferase_Level": 19.40084085, + "Creatinine_Level": 0.539264957, + "LDH_Level": 231.3125311, + "Calcium_Level": 9.611740697, + "Phosphorus_Level": 3.521066289, + "Glucose_Level": 95.75015691, + "Potassium_Level": 3.861856073, + "Sodium_Level": 137.3873106, + "Smoking_Pack_Years": 90.32538605 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.92430627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.45083756, + "White_Blood_Cell_Count": 9.849846065, + "Platelet_Count": 180.1720259, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.76944661, + "White_Blood_Cell_Count": 8.302957729, + "Platelet_Count": 344.0849976, + "Albumin_Level": 4.791437771, + "Alkaline_Phosphatase_Level": 41.28195538, + "Alanine_Aminotransferase_Level": 33.18504299, + "Aspartate_Aminotransferase_Level": 49.96345326, + "Creatinine_Level": 0.943578901, + "LDH_Level": 199.4918994, + "Calcium_Level": 9.387412813, + "Phosphorus_Level": 4.963772344, + "Glucose_Level": 108.5035648, + "Potassium_Level": 4.160357922, + "Sodium_Level": 140.4091479, + "Smoking_Pack_Years": 95.72093643 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.59080617, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.04888001, + "White_Blood_Cell_Count": 7.13340771, + "Platelet_Count": 409.5799198, + "Albumin_Level": 4.662905138, + "Alkaline_Phosphatase_Level": 76.81939937, + "Alanine_Aminotransferase_Level": 17.11455845, + "Aspartate_Aminotransferase_Level": 14.19086418, + "Creatinine_Level": 1.244360856, + "LDH_Level": 125.0299387, + "Calcium_Level": 9.266487994, + "Phosphorus_Level": 3.262988658, + "Glucose_Level": 112.8462297, + "Potassium_Level": 4.3459356, + "Sodium_Level": 143.4120911, + "Smoking_Pack_Years": 97.02263539 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.78028115, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.83948659, + "White_Blood_Cell_Count": 5.10310614, + "Platelet_Count": 394.487212, + "Albumin_Level": 4.238693189, + "Alkaline_Phosphatase_Level": 90.18759716, + "Alanine_Aminotransferase_Level": 17.11514997, + "Aspartate_Aminotransferase_Level": 10.43362451, + "Creatinine_Level": 1.071054241, + "LDH_Level": 247.5369273, + "Calcium_Level": 9.485599588, + "Phosphorus_Level": 4.959768587, + "Glucose_Level": 102.1983846, + "Potassium_Level": 4.187177626, + "Sodium_Level": 144.090105, + "Smoking_Pack_Years": 82.58151446 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.72180408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.00798363, + "White_Blood_Cell_Count": 6.291151576, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.87464942, + "White_Blood_Cell_Count": 4.754116438, + "Platelet_Count": 340.4190553, + "Albumin_Level": 4.457670593, + "Alkaline_Phosphatase_Level": 82.82749835, + "Alanine_Aminotransferase_Level": 6.559060721, + "Aspartate_Aminotransferase_Level": 26.81460646, + "Creatinine_Level": 0.824350504, + "LDH_Level": 150.0390694, + "Calcium_Level": 9.514552595, + "Phosphorus_Level": 4.687463569, + "Glucose_Level": 122.9035735, + "Potassium_Level": 3.703520191, + "Sodium_Level": 144.5066779, + "Smoking_Pack_Years": 20.7684205 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.51040362, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "African 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140.1384537, + "Smoking_Pack_Years": 56.85775832 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.15152464, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.34256208, + "White_Blood_Cell_Count": 9.783008006, + "Platelet_Count": 370.8186863, + "Albumin_Level": 3.400397565, + "Alkaline_Phosphatase_Level": 84.87979105, + "Alanine_Aminotransferase_Level": 8.564506124, + 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"No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.96290615, + "White_Blood_Cell_Count": 9.240180701, + "Platelet_Count": 302.6054231, + "Albumin_Level": 4.462236703, + "Alkaline_Phosphatase_Level": 115.2100577, + "Alanine_Aminotransferase_Level": 9.90110495, + "Aspartate_Aminotransferase_Level": 41.93658591, + "Creatinine_Level": 0.848477302, + "LDH_Level": 212.7888524, + "Calcium_Level": 10.42934517, + "Phosphorus_Level": 3.989989067, + "Glucose_Level": 111.3715918, + "Potassium_Level": 3.627975041, + "Sodium_Level": 139.0917671, + "Smoking_Pack_Years": 17.88203647 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.0052779, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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4.958674242, + "Sodium_Level": 140.4775529, + "Smoking_Pack_Years": 3.448455679 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.12544905, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.15767125, + "White_Blood_Cell_Count": 7.573861846, + "Platelet_Count": 179.9108886, + "Albumin_Level": 4.002814518, + "Alkaline_Phosphatase_Level": 46.22412341, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.63075661, + "White_Blood_Cell_Count": 4.94519885, + "Platelet_Count": 338.047254, + "Albumin_Level": 4.53860014, + "Alkaline_Phosphatase_Level": 101.7446662, + "Alanine_Aminotransferase_Level": 32.76122656, + "Aspartate_Aminotransferase_Level": 44.83634624, + "Creatinine_Level": 0.652429505, + "LDH_Level": 108.7743538, + "Calcium_Level": 9.925307506, + "Phosphorus_Level": 4.37948535, + "Glucose_Level": 144.0878829, + "Potassium_Level": 4.84181814, + "Sodium_Level": 143.5148083, + "Smoking_Pack_Years": 46.83741446 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.75782441, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.65351467, + "White_Blood_Cell_Count": 6.697698998, + "Platelet_Count": 312.6316619, + "Albumin_Level": 3.815937108, + "Alkaline_Phosphatase_Level": 115.4309197, + "Alanine_Aminotransferase_Level": 7.372506932, + "Aspartate_Aminotransferase_Level": 30.05837792, + "Creatinine_Level": 0.844338429, + "LDH_Level": 222.6291788, + "Calcium_Level": 9.161801151, + "Phosphorus_Level": 3.976271114, + "Glucose_Level": 126.3093482, + "Potassium_Level": 4.85731474, + "Sodium_Level": 136.2864735, + "Smoking_Pack_Years": 37.969695 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.21012387, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.00369903, + "White_Blood_Cell_Count": 8.919180643, + "Platelet_Count": 316.0683251, + "Albumin_Level": 3.57640851, + "Alkaline_Phosphatase_Level": 75.60451902, + "Alanine_Aminotransferase_Level": 28.65291731, + "Aspartate_Aminotransferase_Level": 36.836848, + "Creatinine_Level": 1.012929227, + "LDH_Level": 102.1128466, + "Calcium_Level": 8.717239961, + "Phosphorus_Level": 4.536282332, + "Glucose_Level": 70.82630992, + "Potassium_Level": 4.194874854, 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"Aspartate_Aminotransferase_Level": 25.52658601, + "Creatinine_Level": 0.807519779, + "LDH_Level": 233.3869328, + "Calcium_Level": 10.2571284, + "Phosphorus_Level": 2.986082107, + "Glucose_Level": 134.7901538, + "Potassium_Level": 4.834200856, + "Sodium_Level": 136.7547335, + "Smoking_Pack_Years": 40.49541554 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.83731281, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 96, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.00235476, + "White_Blood_Cell_Count": 7.526438384, + "Platelet_Count": 340.8880627, + "Albumin_Level": 3.876469658, + "Alkaline_Phosphatase_Level": 46.46151083, + "Alanine_Aminotransferase_Level": 10.55223237, + "Aspartate_Aminotransferase_Level": 21.65164855, + "Creatinine_Level": 0.619592901, + "LDH_Level": 190.4662984, + "Calcium_Level": 10.19714982, + "Phosphorus_Level": 3.50841867, + "Glucose_Level": 120.940165, + "Potassium_Level": 4.473801251, + "Sodium_Level": 142.124803, + "Smoking_Pack_Years": 41.45076498 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.07598714, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.2679545, + "White_Blood_Cell_Count": 6.578671214, + "Platelet_Count": 332.9588505, + "Albumin_Level": 4.022729063, + "Alkaline_Phosphatase_Level": 94.16738437, + "Alanine_Aminotransferase_Level": 26.94167239, + "Aspartate_Aminotransferase_Level": 12.08382365, + "Creatinine_Level": 0.942896228, + "LDH_Level": 146.6541963, + "Calcium_Level": 8.309992009, + "Phosphorus_Level": 3.361486078, + "Glucose_Level": 109.8028766, + "Potassium_Level": 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31.71489378, + "Aspartate_Aminotransferase_Level": 37.586833, + "Creatinine_Level": 1.377982075, + "LDH_Level": 231.7760182, + "Calcium_Level": 9.827950567, + "Phosphorus_Level": 4.865886161, + "Glucose_Level": 95.91581337, + "Potassium_Level": 3.975929464, + "Sodium_Level": 144.1260695, + "Smoking_Pack_Years": 18.57663057 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.16886776, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.90904028, + "White_Blood_Cell_Count": 9.083850528, + "Platelet_Count": 256.8091621, + "Albumin_Level": 3.186147371, + "Alkaline_Phosphatase_Level": 102.0777901, + "Alanine_Aminotransferase_Level": 14.22259244, + "Aspartate_Aminotransferase_Level": 36.86972791, + "Creatinine_Level": 0.882603657, + "LDH_Level": 130.1361636, + "Calcium_Level": 8.827932506, + "Phosphorus_Level": 4.643431414, + "Glucose_Level": 131.2340261, + "Potassium_Level": 4.158661786, + "Sodium_Level": 135.9519099, + "Smoking_Pack_Years": 54.77159803 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.79959104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.00922654, + "White_Blood_Cell_Count": 6.654005354, + "Platelet_Count": 178.07335, + "Albumin_Level": 3.311570447, + "Alkaline_Phosphatase_Level": 58.27038788, + "Alanine_Aminotransferase_Level": 15.48618544, + "Aspartate_Aminotransferase_Level": 25.35884812, + "Creatinine_Level": 1.387488487, + "LDH_Level": 141.2378891, + "Calcium_Level": 9.709279309, + "Phosphorus_Level": 3.824315135, + "Glucose_Level": 84.7161289, + "Potassium_Level": 3.879773088, + "Sodium_Level": 139.2596132, + "Smoking_Pack_Years": 62.77100755 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.25839513, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Alanine_Aminotransferase_Level": 6.312987219, + "Aspartate_Aminotransferase_Level": 39.09016535, + "Creatinine_Level": 0.590359999, + "LDH_Level": 213.7387902, + "Calcium_Level": 8.704493347, + "Phosphorus_Level": 4.857607351, + "Glucose_Level": 143.5001318, + "Potassium_Level": 4.703499364, + "Sodium_Level": 135.2181455, + "Smoking_Pack_Years": 8.87907876 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.79286511, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.94995992, + "White_Blood_Cell_Count": 3.910107531, + "Platelet_Count": 378.2606529, + "Albumin_Level": 3.128073199, + "Alkaline_Phosphatase_Level": 115.9372856, + "Alanine_Aminotransferase_Level": 30.74325977, + "Aspartate_Aminotransferase_Level": 48.83065291, + "Creatinine_Level": 0.844021888, + "LDH_Level": 216.4459993, + "Calcium_Level": 8.637969538, + "Phosphorus_Level": 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"Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.50602008, + "White_Blood_Cell_Count": 6.70331066, + "Platelet_Count": 371.7932907, + "Albumin_Level": 3.674739182, + "Alkaline_Phosphatase_Level": 103.6249615, + "Alanine_Aminotransferase_Level": 28.39251082, + "Aspartate_Aminotransferase_Level": 41.50604628, + "Creatinine_Level": 0.913865789, + "LDH_Level": 128.0624419, + "Calcium_Level": 10.12597592, + "Phosphorus_Level": 4.890678191, + "Glucose_Level": 107.8484005, + "Potassium_Level": 4.627155641, + "Sodium_Level": 142.9597059, + "Smoking_Pack_Years": 7.045151126 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.0814831, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.15712814, + "White_Blood_Cell_Count": 8.701539572, + "Platelet_Count": 403.9678079, + "Albumin_Level": 3.500014175, + "Alkaline_Phosphatase_Level": 42.21205207, + "Alanine_Aminotransferase_Level": 32.73375785, + "Aspartate_Aminotransferase_Level": 15.88324532, + "Creatinine_Level": 0.570320799, + "LDH_Level": 137.901862, + "Calcium_Level": 9.356784834, + "Phosphorus_Level": 3.311026524, + "Glucose_Level": 133.8480909, + "Potassium_Level": 4.783266942, + "Sodium_Level": 137.026139, + "Smoking_Pack_Years": 1.704373459 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.76883559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.48985855, + "White_Blood_Cell_Count": 7.55447704, + "Platelet_Count": 332.3853288, + "Albumin_Level": 3.081751309, + "Alkaline_Phosphatase_Level": 67.56558714, + "Alanine_Aminotransferase_Level": 24.65271865, + "Aspartate_Aminotransferase_Level": 35.81072167, + "Creatinine_Level": 0.765438393, + "LDH_Level": 233.6486443, + "Calcium_Level": 9.609403696, + "Phosphorus_Level": 3.415428189, + "Glucose_Level": 95.61109935, + "Potassium_Level": 3.886734603, + "Sodium_Level": 140.938455, + "Smoking_Pack_Years": 93.13292941 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.0336775, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.34529759, + "White_Blood_Cell_Count": 8.106985179, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.68338054, + "White_Blood_Cell_Count": 8.243286682, + "Platelet_Count": 236.4147601, + "Albumin_Level": 3.882629205, + "Alkaline_Phosphatase_Level": 81.45449013, + "Alanine_Aminotransferase_Level": 6.514246902, + "Aspartate_Aminotransferase_Level": 41.88784082, + "Creatinine_Level": 1.370935678, + "LDH_Level": 245.7007113, + "Calcium_Level": 9.772374854, + "Phosphorus_Level": 3.618134119, + "Glucose_Level": 84.24448668, + "Potassium_Level": 4.198265519, + "Sodium_Level": 141.1819873, + "Smoking_Pack_Years": 54.65577532 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.94650797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.1246967, + "White_Blood_Cell_Count": 3.586513291, + "Platelet_Count": 292.1193639, + "Albumin_Level": 3.105264756, + "Alkaline_Phosphatase_Level": 100.3283566, + "Alanine_Aminotransferase_Level": 7.492467844, + "Aspartate_Aminotransferase_Level": 13.37307958, + "Creatinine_Level": 1.499242897, + "LDH_Level": 192.4212189, + "Calcium_Level": 9.551318348, + "Phosphorus_Level": 4.285335687, + "Glucose_Level": 79.77584772, + "Potassium_Level": 4.486400649, + "Sodium_Level": 143.8777073, + "Smoking_Pack_Years": 28.28074556 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": 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8.086177228, + "Phosphorus_Level": 4.551702519, + "Glucose_Level": 96.08849438, + "Potassium_Level": 4.751572375, + "Sodium_Level": 140.6196962, + "Smoking_Pack_Years": 4.436507236 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.93309861, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.92722556, + "White_Blood_Cell_Count": 9.070792765, + "Platelet_Count": 174.6382759, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.51860471, + "White_Blood_Cell_Count": 9.463567758, + "Platelet_Count": 438.98691, + "Albumin_Level": 3.86700902, + "Alkaline_Phosphatase_Level": 113.2514002, + "Alanine_Aminotransferase_Level": 7.894925352, + "Aspartate_Aminotransferase_Level": 35.40665438, + "Creatinine_Level": 0.973813586, + "LDH_Level": 121.0754594, + "Calcium_Level": 9.806665672, + "Phosphorus_Level": 3.127235018, + "Glucose_Level": 145.1738623, + "Potassium_Level": 3.821420049, + "Sodium_Level": 144.1484581, + "Smoking_Pack_Years": 43.76360666 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.90275026, + "White_Blood_Cell_Count": 9.008135528, + "Platelet_Count": 399.3232061, + "Albumin_Level": 3.892430173, + "Alkaline_Phosphatase_Level": 63.33280261, + "Alanine_Aminotransferase_Level": 6.92635288, + "Aspartate_Aminotransferase_Level": 10.90804759, + "Creatinine_Level": 0.8693906, + "LDH_Level": 113.2555426, + "Calcium_Level": 10.24638817, + "Phosphorus_Level": 3.806416589, + "Glucose_Level": 137.1657387, + "Potassium_Level": 4.388000673, + "Sodium_Level": 135.8988544, + "Smoking_Pack_Years": 7.189544401 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.19807748, + "White_Blood_Cell_Count": 3.689248787, + "Platelet_Count": 270.669824, + "Albumin_Level": 3.355482866, + "Alkaline_Phosphatase_Level": 54.59665451, + "Alanine_Aminotransferase_Level": 31.22686235, + "Aspartate_Aminotransferase_Level": 10.59644125, + "Creatinine_Level": 0.776651941, + "LDH_Level": 185.1983551, + "Calcium_Level": 9.875755404, + "Phosphorus_Level": 3.426312487, + "Glucose_Level": 117.1984384, + "Potassium_Level": 4.957520776, + "Sodium_Level": 141.5427825, + "Smoking_Pack_Years": 73.07483206 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.84835134, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.5327837, + "White_Blood_Cell_Count": 3.523055871, + "Platelet_Count": 360.7511401, + "Albumin_Level": 3.897712906, + "Alkaline_Phosphatase_Level": 43.86357876, + "Alanine_Aminotransferase_Level": 8.734511304, + "Aspartate_Aminotransferase_Level": 13.84952536, + "Creatinine_Level": 1.074629813, + "LDH_Level": 213.6483788, + "Calcium_Level": 8.797884159, + "Phosphorus_Level": 2.981150004, + "Glucose_Level": 93.11387491, + "Potassium_Level": 4.50717572, + "Sodium_Level": 142.7682928, + "Smoking_Pack_Years": 31.9819257 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.26967828, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.83951682, + "White_Blood_Cell_Count": 7.196338478, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.23575915, + "White_Blood_Cell_Count": 7.672687321, + "Platelet_Count": 313.048523, + "Albumin_Level": 4.120723887, + "Alkaline_Phosphatase_Level": 90.83223279, + "Alanine_Aminotransferase_Level": 30.35304201, + "Aspartate_Aminotransferase_Level": 25.21335111, + "Creatinine_Level": 0.687819985, + "LDH_Level": 106.1728675, + "Calcium_Level": 9.271472473, + "Phosphorus_Level": 4.516455717, + "Glucose_Level": 133.3429341, + "Potassium_Level": 4.641768804, + "Sodium_Level": 139.1011857, + "Smoking_Pack_Years": 28.63274818 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.31395535, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.83958484, + "White_Blood_Cell_Count": 7.008109636, + "Platelet_Count": 223.9684948, + "Albumin_Level": 4.260387523, + "Alkaline_Phosphatase_Level": 114.3557813, + "Alanine_Aminotransferase_Level": 16.50846882, + "Aspartate_Aminotransferase_Level": 45.87555217, + "Creatinine_Level": 0.862332908, + "LDH_Level": 186.8818271, + "Calcium_Level": 9.785318057, + "Phosphorus_Level": 4.102671285, + "Glucose_Level": 100.6979476, + "Potassium_Level": 3.584114744, + "Sodium_Level": 144.5060412, + "Smoking_Pack_Years": 42.54675496 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.88611685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.02670974, + "White_Blood_Cell_Count": 9.486643335, + "Platelet_Count": 414.9193884, + "Albumin_Level": 4.458325429, + "Alkaline_Phosphatase_Level": 78.71969683, + "Alanine_Aminotransferase_Level": 27.44664535, + "Aspartate_Aminotransferase_Level": 13.07456607, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.02535818, + "White_Blood_Cell_Count": 4.26060891, + "Platelet_Count": 239.0013896, + "Albumin_Level": 4.062907159, + "Alkaline_Phosphatase_Level": 41.89894524, + "Alanine_Aminotransferase_Level": 10.82479765, + "Aspartate_Aminotransferase_Level": 44.51538006, + "Creatinine_Level": 1.49000211, + "LDH_Level": 187.5504594, + "Calcium_Level": 8.478758549, + "Phosphorus_Level": 4.918973525, + "Glucose_Level": 71.24215092, + "Potassium_Level": 4.922478302, + "Sodium_Level": 143.7778488, + "Smoking_Pack_Years": 82.59216654 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.06755602, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.4112938, + "White_Blood_Cell_Count": 8.681960564, + "Platelet_Count": 280.6810942, + "Albumin_Level": 3.955865534, + "Alkaline_Phosphatase_Level": 72.95022572, + "Alanine_Aminotransferase_Level": 16.12781965, + "Aspartate_Aminotransferase_Level": 31.70013881, + "Creatinine_Level": 0.503538452, + "LDH_Level": 181.2142568, + "Calcium_Level": 8.767920728, + "Phosphorus_Level": 2.744819817, + "Glucose_Level": 107.2761909, + "Potassium_Level": 3.780621, + "Sodium_Level": 141.1243858, + "Smoking_Pack_Years": 48.26526598 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.24726593, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.94540948, + "White_Blood_Cell_Count": 6.548489988, + "Platelet_Count": 358.4943899, + "Albumin_Level": 3.974539025, + "Alkaline_Phosphatase_Level": 79.67155215, + "Alanine_Aminotransferase_Level": 16.65696602, + 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"Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.2581992, + "White_Blood_Cell_Count": 7.564751764, + "Platelet_Count": 347.5259935, + "Albumin_Level": 3.980114983, + "Alkaline_Phosphatase_Level": 83.03486764, + "Alanine_Aminotransferase_Level": 37.71115349, + "Aspartate_Aminotransferase_Level": 25.57852769, + "Creatinine_Level": 0.673329115, + "LDH_Level": 150.2910992, + "Calcium_Level": 9.401204621, + "Phosphorus_Level": 3.87786124, + "Glucose_Level": 123.1045649, + 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"Alanine_Aminotransferase_Level": 38.15679532, + "Aspartate_Aminotransferase_Level": 17.7084153, + "Creatinine_Level": 0.626817786, + "LDH_Level": 125.8242964, + "Calcium_Level": 9.676926396, + "Phosphorus_Level": 3.846020498, + "Glucose_Level": 146.6133908, + "Potassium_Level": 3.790301814, + "Sodium_Level": 141.5023385, + "Smoking_Pack_Years": 44.46134368 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.15733468, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.0380695, + "White_Blood_Cell_Count": 4.289128871, + "Platelet_Count": 163.0255808, + "Albumin_Level": 4.174147335, + "Alkaline_Phosphatase_Level": 46.30077181, + "Alanine_Aminotransferase_Level": 37.02502514, + "Aspartate_Aminotransferase_Level": 43.11183462, + "Creatinine_Level": 1.280965995, + "LDH_Level": 107.4560269, + "Calcium_Level": 9.363688938, + "Phosphorus_Level": 3.968923568, + "Glucose_Level": 148.7091576, + "Potassium_Level": 4.709014662, + "Sodium_Level": 140.5877298, + "Smoking_Pack_Years": 82.87356815 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.57474751, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.43962078, + "White_Blood_Cell_Count": 6.322992747, + "Platelet_Count": 366.9248181, + "Albumin_Level": 3.399217042, + "Alkaline_Phosphatase_Level": 105.4026788, + "Alanine_Aminotransferase_Level": 20.6643928, + "Aspartate_Aminotransferase_Level": 27.17578578, + "Creatinine_Level": 0.912448248, + "LDH_Level": 110.2626755, + "Calcium_Level": 8.786154275, + "Phosphorus_Level": 3.692723204, + "Glucose_Level": 146.3569643, + "Potassium_Level": 4.901766759, + "Sodium_Level": 144.3058208, + "Smoking_Pack_Years": 22.19353432 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.81735482, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.51255341, + "White_Blood_Cell_Count": 6.512039421, + "Platelet_Count": 374.4803646, + "Albumin_Level": 4.806670875, + "Alkaline_Phosphatase_Level": 33.31154007, + "Alanine_Aminotransferase_Level": 32.46153401, + "Aspartate_Aminotransferase_Level": 17.06631133, + "Creatinine_Level": 0.538531369, + "LDH_Level": 230.5297454, + "Calcium_Level": 10.17905898, + "Phosphorus_Level": 3.945760604, + "Glucose_Level": 115.5914812, + "Potassium_Level": 3.709542047, + "Sodium_Level": 142.1465039, + "Smoking_Pack_Years": 59.60993151 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.19627403, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.61872557, + "White_Blood_Cell_Count": 7.83111796, + "Platelet_Count": 360.6605697, + "Albumin_Level": 3.155528567, + "Alkaline_Phosphatase_Level": 66.37579959, + "Alanine_Aminotransferase_Level": 22.11358065, + "Aspartate_Aminotransferase_Level": 26.17577847, + "Creatinine_Level": 0.754245814, + "LDH_Level": 249.6247422, + "Calcium_Level": 8.398751576, + "Phosphorus_Level": 3.613406788, + "Glucose_Level": 147.9180623, + "Potassium_Level": 4.524529417, + "Sodium_Level": 142.6538277, + "Smoking_Pack_Years": 48.3251813 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.86229143, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.11593945, + "White_Blood_Cell_Count": 3.603727859, + "Platelet_Count": 309.3319832, + "Albumin_Level": 4.759604058, + "Alkaline_Phosphatase_Level": 85.66015981, + "Alanine_Aminotransferase_Level": 22.67767176, + "Aspartate_Aminotransferase_Level": 33.90097491, + "Creatinine_Level": 0.561873685, + "LDH_Level": 201.7518541, + "Calcium_Level": 8.401134511, + "Phosphorus_Level": 3.39762101, + "Glucose_Level": 148.7116891, + "Potassium_Level": 4.412065192, + "Sodium_Level": 135.2895925, + "Smoking_Pack_Years": 12.16896909 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.34190768, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.58319655, + "White_Blood_Cell_Count": 3.756251273, + "Platelet_Count": 251.5227161, + "Albumin_Level": 4.267392262, + "Alkaline_Phosphatase_Level": 67.3953724, + "Alanine_Aminotransferase_Level": 24.48768564, + "Aspartate_Aminotransferase_Level": 36.07937617, + "Creatinine_Level": 0.591115957, + "LDH_Level": 237.2987861, + "Calcium_Level": 9.032914137, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 88.9228592, + "Alanine_Aminotransferase_Level": 26.96784271, + "Aspartate_Aminotransferase_Level": 48.3232365, + "Creatinine_Level": 1.447364811, + "LDH_Level": 102.0739525, + "Calcium_Level": 8.363715816, + "Phosphorus_Level": 4.366036792, + "Glucose_Level": 90.22624048, + "Potassium_Level": 3.919739718, + "Sodium_Level": 140.4856691, + "Smoking_Pack_Years": 31.23675039 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.53339184, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.88073606, + "White_Blood_Cell_Count": 4.747484701, + "Platelet_Count": 265.2055753, + "Albumin_Level": 4.470051946, + "Alkaline_Phosphatase_Level": 43.08000724, + "Alanine_Aminotransferase_Level": 35.91772273, + "Aspartate_Aminotransferase_Level": 36.82558656, + "Creatinine_Level": 1.220828786, + "LDH_Level": 186.2729638, + "Calcium_Level": 8.378163731, + "Phosphorus_Level": 3.643589272, + "Glucose_Level": 138.1062149, + "Potassium_Level": 4.464438329, + "Sodium_Level": 143.8421823, + "Smoking_Pack_Years": 96.69349991 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": 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"Phosphorus_Level": 2.569326569, + "Glucose_Level": 148.0204186, + "Potassium_Level": 4.145519828, + "Sodium_Level": 136.4864852, + "Smoking_Pack_Years": 39.24312737 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.2283516, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.03254651, + "White_Blood_Cell_Count": 7.966285748, + "Platelet_Count": 195.951255, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.36421175, + "White_Blood_Cell_Count": 9.52889316, + "Platelet_Count": 172.0440741, + "Albumin_Level": 3.722606687, + "Alkaline_Phosphatase_Level": 93.78003742, + "Alanine_Aminotransferase_Level": 9.826636923, + "Aspartate_Aminotransferase_Level": 32.91982104, + "Creatinine_Level": 0.719583635, + "LDH_Level": 119.2991829, + "Calcium_Level": 9.187112743, + "Phosphorus_Level": 2.851256277, + "Glucose_Level": 108.5506489, + "Potassium_Level": 4.72510017, + "Sodium_Level": 140.1861658, + "Smoking_Pack_Years": 60.75318222 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never 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9.291159399, + "Phosphorus_Level": 2.732490772, + "Glucose_Level": 135.9392832, + "Potassium_Level": 4.2165315, + "Sodium_Level": 137.22132, + "Smoking_Pack_Years": 79.01895267 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.38620611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.02661674, + "White_Blood_Cell_Count": 5.739825862, + "Platelet_Count": 280.5933039, + 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"Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.3095182, + "White_Blood_Cell_Count": 9.545512953, + "Platelet_Count": 321.8402766, + "Albumin_Level": 3.274708964, + "Alkaline_Phosphatase_Level": 80.75939936, + "Alanine_Aminotransferase_Level": 6.264047666, + "Aspartate_Aminotransferase_Level": 39.66800085, + "Creatinine_Level": 1.18904332, + "LDH_Level": 103.3212262, + "Calcium_Level": 8.033269881, + "Phosphorus_Level": 3.911042065, + "Glucose_Level": 118.2153766, + "Potassium_Level": 4.214584386, + "Sodium_Level": 144.8343961, + "Smoking_Pack_Years": 10.68437655 + }, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.68267207, + "White_Blood_Cell_Count": 5.420336915, + "Platelet_Count": 200.9996035, + "Albumin_Level": 3.349909795, + "Alkaline_Phosphatase_Level": 101.4180362, + "Alanine_Aminotransferase_Level": 16.75636026, + "Aspartate_Aminotransferase_Level": 35.93326044, + "Creatinine_Level": 0.684148812, + "LDH_Level": 209.5279877, + "Calcium_Level": 9.382430281, + "Phosphorus_Level": 3.045987759, + "Glucose_Level": 102.2172544, + "Potassium_Level": 3.783307399, + "Sodium_Level": 144.1226284, + "Smoking_Pack_Years": 83.43062106 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.34553265, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.45052044, + "White_Blood_Cell_Count": 9.010367085, + "Platelet_Count": 382.8742554, + "Albumin_Level": 4.195304545, + "Alkaline_Phosphatase_Level": 39.42331338, + "Alanine_Aminotransferase_Level": 38.66322307, + "Aspartate_Aminotransferase_Level": 23.52428087, + "Creatinine_Level": 0.590344951, + "LDH_Level": 143.7007181, + "Calcium_Level": 9.159128366, + "Phosphorus_Level": 3.358187106, + "Glucose_Level": 147.614857, + "Potassium_Level": 4.807084887, + "Sodium_Level": 142.7410715, + "Smoking_Pack_Years": 74.71210188 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.42987295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.08753276, + "White_Blood_Cell_Count": 7.579563358, + "Platelet_Count": 354.1156429, + "Albumin_Level": 4.074799029, + "Alkaline_Phosphatase_Level": 89.39893795, + "Alanine_Aminotransferase_Level": 17.9423836, + "Aspartate_Aminotransferase_Level": 24.72473415, + "Creatinine_Level": 1.081420835, + "LDH_Level": 246.7841222, + "Calcium_Level": 8.583447195, + "Phosphorus_Level": 4.93810855, + "Glucose_Level": 72.08527477, + "Potassium_Level": 3.594458857, + "Sodium_Level": 139.2532935, + "Smoking_Pack_Years": 92.1653228 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.04887702, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.70326169, + "White_Blood_Cell_Count": 8.548066942, + "Platelet_Count": 429.1847406, + "Albumin_Level": 4.345432737, + "Alkaline_Phosphatase_Level": 62.90786885, + 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"Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.15532016, + "White_Blood_Cell_Count": 4.943657782, + "Platelet_Count": 362.0323881, + "Albumin_Level": 3.392086324, + "Alkaline_Phosphatase_Level": 40.52237159, + "Alanine_Aminotransferase_Level": 19.49447998, + "Aspartate_Aminotransferase_Level": 41.2192998, + "Creatinine_Level": 1.009115032, + "LDH_Level": 113.9134481, + "Calcium_Level": 8.186550745, + "Phosphorus_Level": 3.644406623, + "Glucose_Level": 114.3257515, + "Potassium_Level": 4.6514941, + "Sodium_Level": 135.3657707, + "Smoking_Pack_Years": 11.36580648 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.69613395, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.22107394, + "White_Blood_Cell_Count": 4.348784065, + "Platelet_Count": 283.6463488, + "Albumin_Level": 4.305629602, + "Alkaline_Phosphatase_Level": 32.17050529, + "Alanine_Aminotransferase_Level": 37.47342401, + "Aspartate_Aminotransferase_Level": 48.18350309, + "Creatinine_Level": 0.542700849, + "LDH_Level": 249.7861495, + "Calcium_Level": 8.249340395, + "Phosphorus_Level": 4.777080877, + "Glucose_Level": 80.66448902, + "Potassium_Level": 3.957010715, + "Sodium_Level": 137.3081521, + "Smoking_Pack_Years": 73.55424662 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.32037272, + "Tumor_Location": 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"Glucose_Level": 132.5405524, + "Potassium_Level": 4.896103617, + "Sodium_Level": 138.2128012, + "Smoking_Pack_Years": 47.31095847 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.36353221, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.96449223, + "White_Blood_Cell_Count": 5.363626445, + "Platelet_Count": 175.0816651, + "Albumin_Level": 4.422560095, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.68358049, + "White_Blood_Cell_Count": 3.676723215, + "Platelet_Count": 424.4209494, + "Albumin_Level": 3.899629002, + "Alkaline_Phosphatase_Level": 118.5876535, + "Alanine_Aminotransferase_Level": 11.95306197, + "Aspartate_Aminotransferase_Level": 35.20961074, + "Creatinine_Level": 0.724634466, + "LDH_Level": 122.7882462, + "Calcium_Level": 9.776200195, + "Phosphorus_Level": 2.829801228, + "Glucose_Level": 75.8761153, + "Potassium_Level": 3.860586022, + "Sodium_Level": 144.8832878, + "Smoking_Pack_Years": 31.89452726 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": 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"Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.15586904, + "White_Blood_Cell_Count": 8.637231861, + "Platelet_Count": 381.2741401, + "Albumin_Level": 3.313006766, + "Alkaline_Phosphatase_Level": 31.50734031, + "Alanine_Aminotransferase_Level": 8.270053, + "Aspartate_Aminotransferase_Level": 21.32286888, + "Creatinine_Level": 0.935072153, + "LDH_Level": 249.4426664, + "Calcium_Level": 9.543310632, + "Phosphorus_Level": 4.422873283, + "Glucose_Level": 143.1451673, + "Potassium_Level": 4.814291579, + "Sodium_Level": 137.7317789, + "Smoking_Pack_Years": 72.76859015 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.70094634, + "White_Blood_Cell_Count": 6.767009175, + "Platelet_Count": 167.9032245, + "Albumin_Level": 3.206722338, + "Alkaline_Phosphatase_Level": 99.2336164, + "Alanine_Aminotransferase_Level": 24.45822934, + "Aspartate_Aminotransferase_Level": 20.47722182, + "Creatinine_Level": 1.483136507, + "LDH_Level": 119.4438106, + "Calcium_Level": 9.257934296, + "Phosphorus_Level": 3.722811272, + "Glucose_Level": 98.59605092, + "Potassium_Level": 4.689455881, + "Sodium_Level": 144.9516736, + "Smoking_Pack_Years": 26.90901672 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.8173888, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.59069978, + "White_Blood_Cell_Count": 4.921098471, + "Platelet_Count": 311.7591563, + "Albumin_Level": 3.729922425, + "Alkaline_Phosphatase_Level": 111.5961867, + "Alanine_Aminotransferase_Level": 33.96146016, + "Aspartate_Aminotransferase_Level": 13.01987464, + "Creatinine_Level": 0.732047765, + "LDH_Level": 112.485351, + "Calcium_Level": 8.84369192, + "Phosphorus_Level": 3.807286687, + "Glucose_Level": 88.2353149, + "Potassium_Level": 3.551711995, + "Sodium_Level": 137.2312422, + "Smoking_Pack_Years": 3.472343322 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.10408079, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.96458283, + "White_Blood_Cell_Count": 5.252532348, + "Platelet_Count": 405.8326691, + "Albumin_Level": 4.007254975, + "Alkaline_Phosphatase_Level": 105.5731611, + "Alanine_Aminotransferase_Level": 5.853012723, + "Aspartate_Aminotransferase_Level": 35.3696241, + "Creatinine_Level": 0.549695801, + "LDH_Level": 177.1262228, + "Calcium_Level": 8.131524859, + "Phosphorus_Level": 4.421830411, + "Glucose_Level": 124.0622851, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.21044571, + "White_Blood_Cell_Count": 8.174739642, + "Platelet_Count": 312.3604576, + "Albumin_Level": 4.74404899, + "Alkaline_Phosphatase_Level": 107.3402645, + "Alanine_Aminotransferase_Level": 15.90205744, + "Aspartate_Aminotransferase_Level": 28.61209219, + "Creatinine_Level": 0.668473568, + "LDH_Level": 195.1558683, + "Calcium_Level": 8.999373242, + "Phosphorus_Level": 3.122757966, + "Glucose_Level": 103.5665999, + "Potassium_Level": 4.400533873, + "Sodium_Level": 136.2406812, + "Smoking_Pack_Years": 27.79990941 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.30939368, + "Tumor_Location": 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48.44959414, + "Alanine_Aminotransferase_Level": 19.63784622, + "Aspartate_Aminotransferase_Level": 15.16184234, + "Creatinine_Level": 1.189565585, + "LDH_Level": 178.6088133, + "Calcium_Level": 9.771911742, + "Phosphorus_Level": 3.862542029, + "Glucose_Level": 125.4240814, + "Potassium_Level": 4.24802052, + "Sodium_Level": 142.6980401, + "Smoking_Pack_Years": 61.52776658 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.86155897, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.32230443, + "White_Blood_Cell_Count": 6.330676202, + "Platelet_Count": 431.3213776, + "Albumin_Level": 3.05768095, + "Alkaline_Phosphatase_Level": 111.8984695, + "Alanine_Aminotransferase_Level": 29.06864041, + "Aspartate_Aminotransferase_Level": 17.93696068, + "Creatinine_Level": 1.072994281, + "LDH_Level": 152.4385038, + "Calcium_Level": 9.883691885, + "Phosphorus_Level": 3.99119414, + "Glucose_Level": 72.96104094, + "Potassium_Level": 4.159220999, + "Sodium_Level": 142.7521754, + "Smoking_Pack_Years": 83.74229692 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.14178383, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.66669632, + "White_Blood_Cell_Count": 5.63973523, + "Platelet_Count": 395.052921, + "Albumin_Level": 3.787369612, + "Alkaline_Phosphatase_Level": 110.663735, + "Alanine_Aminotransferase_Level": 26.08556485, + "Aspartate_Aminotransferase_Level": 41.41208742, + "Creatinine_Level": 0.713391429, + "LDH_Level": 202.9394229, + "Calcium_Level": 9.411103023, + "Phosphorus_Level": 4.064238751, + "Glucose_Level": 70.83481216, + "Potassium_Level": 4.386529753, + "Sodium_Level": 142.3444825, + "Smoking_Pack_Years": 38.98132271 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.67719107, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.96677533, + "White_Blood_Cell_Count": 7.657079093, + "Platelet_Count": 161.1496683, + "Albumin_Level": 4.893534789, + "Alkaline_Phosphatase_Level": 59.59172003, + "Alanine_Aminotransferase_Level": 30.84594934, + "Aspartate_Aminotransferase_Level": 33.97153096, + "Creatinine_Level": 0.588229561, + "LDH_Level": 167.7312244, + "Calcium_Level": 9.125314952, + "Phosphorus_Level": 3.337080169, + "Glucose_Level": 100.2588435, + "Potassium_Level": 3.781662515, + "Sodium_Level": 142.2162595, + "Smoking_Pack_Years": 68.35133607 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.20826285, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.43596763, + "White_Blood_Cell_Count": 8.6654548, + "Platelet_Count": 431.9959832, + "Albumin_Level": 3.488063575, + "Alkaline_Phosphatase_Level": 67.13902149, + "Alanine_Aminotransferase_Level": 31.99873893, + "Aspartate_Aminotransferase_Level": 12.00166884, + "Creatinine_Level": 0.694330711, + "LDH_Level": 192.9698917, + "Calcium_Level": 9.120126743, + "Phosphorus_Level": 4.33763419, + "Glucose_Level": 125.4326437, + "Potassium_Level": 3.722332082, + "Sodium_Level": 143.2790559, + "Smoking_Pack_Years": 87.12671855 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.82791354, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.26786953, + "White_Blood_Cell_Count": 6.950852555, + "Platelet_Count": 167.3778963, + "Albumin_Level": 4.164594677, + "Alkaline_Phosphatase_Level": 97.81986172, 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"Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.71034523, + "White_Blood_Cell_Count": 3.573468281, + "Platelet_Count": 212.2782794, + "Albumin_Level": 4.988801291, + "Alkaline_Phosphatase_Level": 41.65788387, + "Alanine_Aminotransferase_Level": 8.629127562, + "Aspartate_Aminotransferase_Level": 12.95571012, + "Creatinine_Level": 1.285599457, + "LDH_Level": 144.0815599, + "Calcium_Level": 10.32122829, + "Phosphorus_Level": 2.874410077, + "Glucose_Level": 100.490916, + "Potassium_Level": 4.506703515, + "Sodium_Level": 141.0081073, + "Smoking_Pack_Years": 36.67421883 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.20622559, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.15787592, + "White_Blood_Cell_Count": 7.459547251, + "Platelet_Count": 432.3477087, + "Albumin_Level": 3.260901973, + "Alkaline_Phosphatase_Level": 64.12472714, + "Alanine_Aminotransferase_Level": 34.63422791, + "Aspartate_Aminotransferase_Level": 14.68907055, + "Creatinine_Level": 0.520964459, + "LDH_Level": 131.0574387, + "Calcium_Level": 8.135472798, + "Phosphorus_Level": 3.850304039, + "Glucose_Level": 118.6895606, + "Potassium_Level": 4.982403493, + "Sodium_Level": 136.3524838, + "Smoking_Pack_Years": 43.57195567 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.62480203, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.03495914, + "White_Blood_Cell_Count": 6.043989797, + "Platelet_Count": 165.0820753, + "Albumin_Level": 4.449272925, + "Alkaline_Phosphatase_Level": 114.158369, + "Alanine_Aminotransferase_Level": 28.46435716, + "Aspartate_Aminotransferase_Level": 18.01884592, + "Creatinine_Level": 0.807930058, + "LDH_Level": 213.5184583, + "Calcium_Level": 8.031699553, + "Phosphorus_Level": 4.848211751, + "Glucose_Level": 96.37530572, + "Potassium_Level": 4.066612092, + "Sodium_Level": 140.595204, + "Smoking_Pack_Years": 17.13831607 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.42030977, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.4818504, + "White_Blood_Cell_Count": 4.829326748, + "Platelet_Count": 231.8536801, + "Albumin_Level": 4.030253979, + "Alkaline_Phosphatase_Level": 91.60946158, + "Alanine_Aminotransferase_Level": 11.42015918, + "Aspartate_Aminotransferase_Level": 37.02822454, + "Creatinine_Level": 1.245888193, + "LDH_Level": 222.2975914, + "Calcium_Level": 8.09509189, + "Phosphorus_Level": 4.67045398, + "Glucose_Level": 133.2421372, + "Potassium_Level": 3.785637882, + "Sodium_Level": 144.3419879, + "Smoking_Pack_Years": 44.33850956 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.87590078, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.41015364, + "White_Blood_Cell_Count": 4.978484114, + "Platelet_Count": 314.3398516, + "Albumin_Level": 3.576739644, + "Alkaline_Phosphatase_Level": 110.9918034, + "Alanine_Aminotransferase_Level": 33.73309646, + "Aspartate_Aminotransferase_Level": 14.93243435, + "Creatinine_Level": 1.375449696, + "LDH_Level": 103.2478538, + "Calcium_Level": 10.48760289, + "Phosphorus_Level": 2.785872404, + "Glucose_Level": 82.02970067, + "Potassium_Level": 3.740931633, + "Sodium_Level": 142.370825, + "Smoking_Pack_Years": 6.545657875 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.65090654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.53675676, + "White_Blood_Cell_Count": 3.775251084, + "Platelet_Count": 316.1983815, + "Albumin_Level": 4.478099391, + "Alkaline_Phosphatase_Level": 69.04492027, + "Alanine_Aminotransferase_Level": 29.15588716, + "Aspartate_Aminotransferase_Level": 31.61004336, + "Creatinine_Level": 0.572539419, + "LDH_Level": 249.8954357, + "Calcium_Level": 10.46028316, + "Phosphorus_Level": 4.016076311, + "Glucose_Level": 134.4071627, + "Potassium_Level": 4.187885149, + "Sodium_Level": 140.6889473, + "Smoking_Pack_Years": 68.8513275 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.69618459, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.69563472, + "White_Blood_Cell_Count": 3.882008932, + "Platelet_Count": 237.2147352, + "Albumin_Level": 4.919869609, + "Alkaline_Phosphatase_Level": 34.20730766, + "Alanine_Aminotransferase_Level": 19.16409454, + "Aspartate_Aminotransferase_Level": 41.58632122, + "Creatinine_Level": 1.318598464, + "LDH_Level": 160.1831964, + "Calcium_Level": 9.44885891, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.12039647, + "White_Blood_Cell_Count": 5.149586808, + "Platelet_Count": 152.3955729, + "Albumin_Level": 3.327836469, + "Alkaline_Phosphatase_Level": 98.39168177, + "Alanine_Aminotransferase_Level": 32.60667525, + "Aspartate_Aminotransferase_Level": 40.86655269, + "Creatinine_Level": 0.87830063, + "LDH_Level": 212.9214719, + "Calcium_Level": 9.566740666, + "Phosphorus_Level": 4.055887083, + "Glucose_Level": 103.1429085, + "Potassium_Level": 4.535947967, + "Sodium_Level": 136.7939971, + "Smoking_Pack_Years": 12.32131118 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.07091015, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.97284332, + "White_Blood_Cell_Count": 9.162252588, + "Platelet_Count": 288.5086867, + "Albumin_Level": 4.637486578, + "Alkaline_Phosphatase_Level": 41.84544048, + "Alanine_Aminotransferase_Level": 10.48201211, + "Aspartate_Aminotransferase_Level": 21.15352763, + "Creatinine_Level": 1.338088459, + "LDH_Level": 172.4282995, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.08196863, + "White_Blood_Cell_Count": 9.896440403, + "Platelet_Count": 398.3054181, + "Albumin_Level": 3.815207508, + "Alkaline_Phosphatase_Level": 82.23078101, + "Alanine_Aminotransferase_Level": 30.39298871, + "Aspartate_Aminotransferase_Level": 14.19441374, + "Creatinine_Level": 0.881199499, + "LDH_Level": 129.8832861, + "Calcium_Level": 9.884413583, + "Phosphorus_Level": 3.107195142, + "Glucose_Level": 147.3755833, + "Potassium_Level": 3.636744538, + "Sodium_Level": 138.2557184, + "Smoking_Pack_Years": 7.070753817 + }, + { + "Age": 37, + "Gender": 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205.7649806, + "Calcium_Level": 10.33735443, + "Phosphorus_Level": 2.875232425, + "Glucose_Level": 149.6522569, + "Potassium_Level": 4.573475686, + "Sodium_Level": 142.4463953, + "Smoking_Pack_Years": 73.6552356 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.69906315, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.62288385, + "White_Blood_Cell_Count": 5.137731912, + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.24526328, + "White_Blood_Cell_Count": 4.19034797, + "Platelet_Count": 380.4134483, + "Albumin_Level": 4.399223352, + "Alkaline_Phosphatase_Level": 77.22902236, + "Alanine_Aminotransferase_Level": 6.133614217, + "Aspartate_Aminotransferase_Level": 13.44491554, + "Creatinine_Level": 0.751142567, + "LDH_Level": 169.5879093, + "Calcium_Level": 9.402272307, + "Phosphorus_Level": 4.36834198, + "Glucose_Level": 124.0044584, + "Potassium_Level": 4.945770018, + "Sodium_Level": 137.8598037, + "Smoking_Pack_Years": 94.97846093 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.98195102, + "White_Blood_Cell_Count": 4.915519227, + "Platelet_Count": 215.2288889, + "Albumin_Level": 3.642601475, + "Alkaline_Phosphatase_Level": 106.51859, + "Alanine_Aminotransferase_Level": 28.22786541, + "Aspartate_Aminotransferase_Level": 31.82587018, + "Creatinine_Level": 1.16626883, + "LDH_Level": 141.7758114, + "Calcium_Level": 8.007772995, + "Phosphorus_Level": 3.92646115, + "Glucose_Level": 105.0631385, + "Potassium_Level": 3.711213779, + "Sodium_Level": 138.0279833, + "Smoking_Pack_Years": 16.41366812 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.97333865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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141.6268364, + "Smoking_Pack_Years": 29.29056204 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.79307661, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.96313828, + "White_Blood_Cell_Count": 7.629262851, + "Platelet_Count": 436.987238, + "Albumin_Level": 4.047352524, + "Alkaline_Phosphatase_Level": 30.70458374, + "Alanine_Aminotransferase_Level": 11.34746073, + "Aspartate_Aminotransferase_Level": 32.54532878, + "Creatinine_Level": 0.780392789, + "LDH_Level": 117.6202809, + "Calcium_Level": 8.463465003, + "Phosphorus_Level": 3.535599563, + "Glucose_Level": 86.723953, + "Potassium_Level": 4.610462158, + "Sodium_Level": 138.6915014, + "Smoking_Pack_Years": 17.93159499 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.33881387, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.51844375, + "White_Blood_Cell_Count": 5.965799946, + "Platelet_Count": 170.336831, + "Albumin_Level": 4.193611794, + "Alkaline_Phosphatase_Level": 60.75321663, + "Alanine_Aminotransferase_Level": 10.66983848, + "Aspartate_Aminotransferase_Level": 26.49354955, + "Creatinine_Level": 1.341906717, + "LDH_Level": 194.7372727, + "Calcium_Level": 8.320967747, + "Phosphorus_Level": 3.516673978, + "Glucose_Level": 98.42592256, + "Potassium_Level": 4.78999475, + "Sodium_Level": 141.6335548, + "Smoking_Pack_Years": 80.88467077 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.51914504, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.59227863, + "White_Blood_Cell_Count": 3.909707896, + "Platelet_Count": 252.905521, + "Albumin_Level": 4.136029584, + "Alkaline_Phosphatase_Level": 117.6580943, + "Alanine_Aminotransferase_Level": 34.23411636, + "Aspartate_Aminotransferase_Level": 33.22194213, + "Creatinine_Level": 0.611992812, + "LDH_Level": 167.8059104, + "Calcium_Level": 9.653222615, + "Phosphorus_Level": 2.697392639, + "Glucose_Level": 99.40998045, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.50702914, + "White_Blood_Cell_Count": 6.670469759, + "Platelet_Count": 337.2382758, + "Albumin_Level": 4.313007571, + "Alkaline_Phosphatase_Level": 74.68745023, + "Alanine_Aminotransferase_Level": 28.8239767, + "Aspartate_Aminotransferase_Level": 11.86526513, + "Creatinine_Level": 1.425091828, + "LDH_Level": 229.5167452, + "Calcium_Level": 9.859859445, + "Phosphorus_Level": 3.591469063, + "Glucose_Level": 132.2507923, + "Potassium_Level": 4.204712571, + "Sodium_Level": 141.3332103, + "Smoking_Pack_Years": 57.52423089 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.16133745, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.73730436, + "White_Blood_Cell_Count": 3.871451025, + "Platelet_Count": 180.4697486, + "Albumin_Level": 3.798276731, + "Alkaline_Phosphatase_Level": 97.62544454, + "Alanine_Aminotransferase_Level": 30.54167851, + "Aspartate_Aminotransferase_Level": 39.33289444, + "Creatinine_Level": 0.922653177, + "LDH_Level": 206.8174624, + "Calcium_Level": 9.116852393, + "Phosphorus_Level": 3.568428876, + "Glucose_Level": 117.4945004, + "Potassium_Level": 3.908838221, + "Sodium_Level": 138.8094884, + "Smoking_Pack_Years": 63.08038323 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.11134518, + "White_Blood_Cell_Count": 5.95250128, + "Platelet_Count": 225.40462, + "Albumin_Level": 3.059722933, + "Alkaline_Phosphatase_Level": 61.71782686, + "Alanine_Aminotransferase_Level": 15.33835421, + "Aspartate_Aminotransferase_Level": 41.76031701, + "Creatinine_Level": 0.752582745, + "LDH_Level": 102.3443498, + "Calcium_Level": 9.840294269, + "Phosphorus_Level": 4.042135139, + "Glucose_Level": 108.2010427, + "Potassium_Level": 3.565624479, + "Sodium_Level": 137.7758409, + "Smoking_Pack_Years": 56.76251006 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": 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9.82206957, + "Phosphorus_Level": 2.59198267, + "Glucose_Level": 128.3033397, + "Potassium_Level": 4.118142161, + "Sodium_Level": 144.7183847, + "Smoking_Pack_Years": 1.997402012 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.32243184, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.40328213, + "White_Blood_Cell_Count": 9.984815218, + "Platelet_Count": 403.9374826, + "Albumin_Level": 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114.5840093, + "Calcium_Level": 8.12451121, + "Phosphorus_Level": 3.928321066, + "Glucose_Level": 115.6936578, + "Potassium_Level": 3.705102606, + "Sodium_Level": 141.6584692, + "Smoking_Pack_Years": 98.44388546 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.01136267, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.36061157, + "White_Blood_Cell_Count": 9.098521696, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.41790368, + "White_Blood_Cell_Count": 5.421592223, + "Platelet_Count": 368.8501967, + "Albumin_Level": 3.598875151, + "Alkaline_Phosphatase_Level": 64.5403964, + "Alanine_Aminotransferase_Level": 23.97810701, + "Aspartate_Aminotransferase_Level": 33.52883033, + "Creatinine_Level": 0.794925281, + "LDH_Level": 216.9777728, + "Calcium_Level": 8.540464176, + "Phosphorus_Level": 2.830487482, + "Glucose_Level": 107.4332423, + "Potassium_Level": 4.36303525, + "Sodium_Level": 144.0302824, + "Smoking_Pack_Years": 23.08092522 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.03397853, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Other", + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.00617924, + "White_Blood_Cell_Count": 6.500091176, + "Platelet_Count": 321.8248738, + "Albumin_Level": 3.839985988, + "Alkaline_Phosphatase_Level": 70.51963693, + "Alanine_Aminotransferase_Level": 30.42862373, + "Aspartate_Aminotransferase_Level": 19.57841853, + "Creatinine_Level": 1.103568539, + "LDH_Level": 246.5947123, + "Calcium_Level": 8.448294451, + "Phosphorus_Level": 4.142761824, + "Glucose_Level": 135.6659263, + "Potassium_Level": 3.939486618, + "Sodium_Level": 137.5961209, + "Smoking_Pack_Years": 46.06772885 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.04339953, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.07567038, + "White_Blood_Cell_Count": 7.230335461, + "Platelet_Count": 378.3443956, + "Albumin_Level": 3.052833398, + "Alkaline_Phosphatase_Level": 75.39025825, + "Alanine_Aminotransferase_Level": 23.82099611, + "Aspartate_Aminotransferase_Level": 18.89788473, + "Creatinine_Level": 0.550808599, + "LDH_Level": 183.6039676, + "Calcium_Level": 9.633977685, + "Phosphorus_Level": 3.103204112, + "Glucose_Level": 111.721415, + "Potassium_Level": 4.565569431, + "Sodium_Level": 139.7161727, + "Smoking_Pack_Years": 29.5719337 + }, + { 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0.683280549, + "LDH_Level": 188.3127348, + "Calcium_Level": 9.330823091, + "Phosphorus_Level": 4.040931642, + "Glucose_Level": 101.7617261, + "Potassium_Level": 4.653090462, + "Sodium_Level": 137.2172908, + "Smoking_Pack_Years": 3.994723171 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.10586767, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.4851028, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.8756733, + "White_Blood_Cell_Count": 9.022385416, + "Platelet_Count": 265.9529286, + "Albumin_Level": 4.486786467, + "Alkaline_Phosphatase_Level": 97.60325826, + "Alanine_Aminotransferase_Level": 8.174412781, + "Aspartate_Aminotransferase_Level": 39.75077457, + "Creatinine_Level": 1.237766449, + "LDH_Level": 128.7843301, + "Calcium_Level": 8.511620184, + "Phosphorus_Level": 4.468751845, + "Glucose_Level": 92.48175633, + "Potassium_Level": 3.524938547, + "Sodium_Level": 144.1487719, + "Smoking_Pack_Years": 11.74027814 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.43552172, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.96266557, + "White_Blood_Cell_Count": 4.223015404, + "Platelet_Count": 417.7755505, + "Albumin_Level": 4.455047748, + "Alkaline_Phosphatase_Level": 97.32885331, + "Alanine_Aminotransferase_Level": 32.88680331, + "Aspartate_Aminotransferase_Level": 45.28706976, + "Creatinine_Level": 0.697892449, + "LDH_Level": 199.2161425, + "Calcium_Level": 9.195519019, + "Phosphorus_Level": 4.634814409, + "Glucose_Level": 109.7655167, + "Potassium_Level": 3.676167545, + "Sodium_Level": 144.854841, + "Smoking_Pack_Years": 8.900211663 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.10076129, + "White_Blood_Cell_Count": 7.224518811, + "Platelet_Count": 253.1676585, + "Albumin_Level": 4.324379211, + "Alkaline_Phosphatase_Level": 36.95342935, + "Alanine_Aminotransferase_Level": 21.98731102, + "Aspartate_Aminotransferase_Level": 29.93388629, + "Creatinine_Level": 0.687271672, + "LDH_Level": 245.4892278, + "Calcium_Level": 9.459591138, + "Phosphorus_Level": 4.521759786, + "Glucose_Level": 112.6302681, + "Potassium_Level": 4.183281754, + "Sodium_Level": 135.6296236, + "Smoking_Pack_Years": 68.15908758 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.11316598, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 16.06830318, + "Creatinine_Level": 0.721687197, + "LDH_Level": 246.1354988, + "Calcium_Level": 9.453889638, + "Phosphorus_Level": 3.472992966, + "Glucose_Level": 131.7287079, + "Potassium_Level": 3.784447353, + "Sodium_Level": 140.921333, + "Smoking_Pack_Years": 66.75222807 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.94119973, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.64212614, + "White_Blood_Cell_Count": 9.142476913, + "Platelet_Count": 399.0046349, + "Albumin_Level": 3.588334431, + "Alkaline_Phosphatase_Level": 62.07177737, + "Alanine_Aminotransferase_Level": 8.058204477, + "Aspartate_Aminotransferase_Level": 14.36698901, + "Creatinine_Level": 0.577431602, + "LDH_Level": 224.6180712, + "Calcium_Level": 8.747051614, + "Phosphorus_Level": 4.364991192, + "Glucose_Level": 86.52252855, + "Potassium_Level": 3.957209701, + "Sodium_Level": 138.5687667, + "Smoking_Pack_Years": 33.44055988 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.19980378, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.8375573, + "White_Blood_Cell_Count": 9.397552364, + "Platelet_Count": 427.9496703, + "Albumin_Level": 3.230941483, + "Alkaline_Phosphatase_Level": 55.23056421, + "Alanine_Aminotransferase_Level": 13.073425, + "Aspartate_Aminotransferase_Level": 18.74035425, + "Creatinine_Level": 1.449626913, + "LDH_Level": 131.5303274, + "Calcium_Level": 10.37918132, + "Phosphorus_Level": 3.616323264, + "Glucose_Level": 73.14733137, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 35.63403433, + "Aspartate_Aminotransferase_Level": 28.79468306, + "Creatinine_Level": 1.184997298, + "LDH_Level": 107.6893091, + "Calcium_Level": 9.803139935, + "Phosphorus_Level": 3.131953959, + "Glucose_Level": 109.9265755, + "Potassium_Level": 4.001597937, + "Sodium_Level": 142.7125954, + "Smoking_Pack_Years": 63.18250697 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.59227969, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.76372135, + "White_Blood_Cell_Count": 5.047522484, + "Platelet_Count": 221.496103, + "Albumin_Level": 4.961434519, + "Alkaline_Phosphatase_Level": 119.063984, + "Alanine_Aminotransferase_Level": 15.51588871, + "Aspartate_Aminotransferase_Level": 12.12387626, + "Creatinine_Level": 0.69276587, + "LDH_Level": 103.3086691, + "Calcium_Level": 9.283008125, + "Phosphorus_Level": 2.608142532, + "Glucose_Level": 129.5965359, + "Potassium_Level": 3.590034597, + "Sodium_Level": 142.8485892, + "Smoking_Pack_Years": 63.50939878 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.36457965, + "Tumor_Location": "Lower 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"Potassium_Level": 4.565551992, + "Sodium_Level": 144.6055525, + "Smoking_Pack_Years": 85.52632771 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.88342596, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.37251309, + "White_Blood_Cell_Count": 6.057707366, + "Platelet_Count": 448.7409375, + "Albumin_Level": 4.353132767, + "Alkaline_Phosphatase_Level": 69.33547828, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.89367555, + "White_Blood_Cell_Count": 3.810936642, + "Platelet_Count": 364.8624458, + "Albumin_Level": 3.795755155, + "Alkaline_Phosphatase_Level": 30.17495927, + "Alanine_Aminotransferase_Level": 17.13482246, + "Aspartate_Aminotransferase_Level": 31.71741592, + "Creatinine_Level": 1.21115516, + "LDH_Level": 232.9164486, + "Calcium_Level": 9.142876316, + "Phosphorus_Level": 2.87464871, + "Glucose_Level": 86.04010812, + "Potassium_Level": 4.308344622, + "Sodium_Level": 144.4015697, + "Smoking_Pack_Years": 31.6431027 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.47641561, + "Tumor_Location": "Upper 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109.427824, + "Potassium_Level": 4.110113281, + "Sodium_Level": 139.4625724, + "Smoking_Pack_Years": 82.37849063 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.78863506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.71484542, + "White_Blood_Cell_Count": 3.541821569, + "Platelet_Count": 305.1885941, + "Albumin_Level": 3.429931761, + "Alkaline_Phosphatase_Level": 109.3728894, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.15180009, + "White_Blood_Cell_Count": 9.912080777, + "Platelet_Count": 288.8924134, + "Albumin_Level": 4.806828794, + "Alkaline_Phosphatase_Level": 34.4051762, + "Alanine_Aminotransferase_Level": 29.39802103, + "Aspartate_Aminotransferase_Level": 20.74396047, + "Creatinine_Level": 0.50664594, + "LDH_Level": 173.3195841, + "Calcium_Level": 9.836790653, + "Phosphorus_Level": 3.237926659, + "Glucose_Level": 129.3290525, + "Potassium_Level": 4.058075928, + "Sodium_Level": 144.1009489, + "Smoking_Pack_Years": 45.04524895 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.857996307, + "Glucose_Level": 141.7841659, + "Potassium_Level": 4.971629106, + "Sodium_Level": 143.2062062, + "Smoking_Pack_Years": 10.25048109 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.72056293, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.18869603, + "White_Blood_Cell_Count": 8.08753961, + "Platelet_Count": 406.9607613, + "Albumin_Level": 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.27865216, + "White_Blood_Cell_Count": 8.157583434, + "Platelet_Count": 423.490732, + "Albumin_Level": 4.068403237, + "Alkaline_Phosphatase_Level": 115.5459966, + "Alanine_Aminotransferase_Level": 38.28376467, + "Aspartate_Aminotransferase_Level": 25.25569755, + "Creatinine_Level": 1.386622813, + "LDH_Level": 177.6484147, + "Calcium_Level": 10.45992344, + "Phosphorus_Level": 4.081822275, + "Glucose_Level": 79.43269618, + "Potassium_Level": 4.527210827, + "Sodium_Level": 143.0212812, + "Smoking_Pack_Years": 91.57741559 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.08396284, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.25577919, + "White_Blood_Cell_Count": 4.621161882, + "Platelet_Count": 444.2174213, + "Albumin_Level": 3.19330034, + "Alkaline_Phosphatase_Level": 91.18147965, + "Alanine_Aminotransferase_Level": 26.30875031, + "Aspartate_Aminotransferase_Level": 35.08011582, + "Creatinine_Level": 1.351011211, + "LDH_Level": 117.4228393, + "Calcium_Level": 9.636397002, + "Phosphorus_Level": 2.944135763, + "Glucose_Level": 75.12229765, + "Potassium_Level": 3.75372703, + "Sodium_Level": 138.0317817, + "Smoking_Pack_Years": 69.63977908 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.45157361, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.30498221, + "White_Blood_Cell_Count": 7.140643706, + "Platelet_Count": 180.3937831, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.77365581, + "White_Blood_Cell_Count": 6.161287616, + "Platelet_Count": 169.8128108, + "Albumin_Level": 4.651002311, + "Alkaline_Phosphatase_Level": 54.0693957, + "Alanine_Aminotransferase_Level": 7.45383288, + "Aspartate_Aminotransferase_Level": 29.23410599, + "Creatinine_Level": 1.411024214, + "LDH_Level": 186.0128264, + "Calcium_Level": 8.849761037, + "Phosphorus_Level": 4.098244015, + "Glucose_Level": 121.4712266, + "Potassium_Level": 4.617044023, + "Sodium_Level": 137.891198, + "Smoking_Pack_Years": 79.67004378 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.34604425, + "White_Blood_Cell_Count": 7.83532326, + "Platelet_Count": 268.7646819, + "Albumin_Level": 4.999903846, + "Alkaline_Phosphatase_Level": 116.6513077, + "Alanine_Aminotransferase_Level": 24.27361271, + "Aspartate_Aminotransferase_Level": 40.50885097, + "Creatinine_Level": 1.157969433, + "LDH_Level": 124.990301, + "Calcium_Level": 8.64703299, + "Phosphorus_Level": 2.691006952, + "Glucose_Level": 131.8382569, + "Potassium_Level": 4.587746209, + "Sodium_Level": 135.75987, + "Smoking_Pack_Years": 78.96218412 + }, + { + "Age": 67, + "Gender": "Male", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.67792063, + "White_Blood_Cell_Count": 8.335981724, + "Platelet_Count": 174.9234862, + "Albumin_Level": 3.494173169, + "Alkaline_Phosphatase_Level": 36.06110146, + "Alanine_Aminotransferase_Level": 6.454878591, + "Aspartate_Aminotransferase_Level": 18.31262013, + "Creatinine_Level": 1.356208368, + "LDH_Level": 124.442831, + "Calcium_Level": 9.289699515, + "Phosphorus_Level": 3.410635423, + "Glucose_Level": 95.70496016, + "Potassium_Level": 4.223251977, + "Sodium_Level": 144.5834448, + "Smoking_Pack_Years": 1.059876899 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.25360704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.83010483, + "White_Blood_Cell_Count": 7.811381007, + "Platelet_Count": 402.4059247, + "Albumin_Level": 3.724641287, + "Alkaline_Phosphatase_Level": 119.1371632, + "Alanine_Aminotransferase_Level": 35.64358169, + "Aspartate_Aminotransferase_Level": 35.71889966, + "Creatinine_Level": 0.733760831, + "LDH_Level": 157.8033133, + "Calcium_Level": 8.985069014, + "Phosphorus_Level": 4.766706062, + "Glucose_Level": 72.96382425, + "Potassium_Level": 3.822040518, + "Sodium_Level": 143.4852649, + "Smoking_Pack_Years": 0.921808318 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.09212208, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.80052884, + "White_Blood_Cell_Count": 4.64257967, + "Platelet_Count": 231.0317637, + "Albumin_Level": 3.019861502, + "Alkaline_Phosphatase_Level": 78.34084254, + "Alanine_Aminotransferase_Level": 16.42600782, + "Aspartate_Aminotransferase_Level": 12.3932011, + "Creatinine_Level": 1.00441609, + "LDH_Level": 125.2314056, + "Calcium_Level": 10.26602955, + "Phosphorus_Level": 2.676605108, + "Glucose_Level": 86.7364767, + "Potassium_Level": 4.940648216, + "Sodium_Level": 140.7883074, + "Smoking_Pack_Years": 57.02961165 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.21674324, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.79381719, + "White_Blood_Cell_Count": 3.976760123, + "Platelet_Count": 379.1581895, + "Albumin_Level": 3.974613017, + "Alkaline_Phosphatase_Level": 85.43373043, + "Alanine_Aminotransferase_Level": 37.46724707, + "Aspartate_Aminotransferase_Level": 34.29889368, + "Creatinine_Level": 0.6090514, + "LDH_Level": 128.3969961, + "Calcium_Level": 9.358834289, + "Phosphorus_Level": 2.728230898, + "Glucose_Level": 75.21640721, + "Potassium_Level": 4.168112455, + "Sodium_Level": 135.8568521, + "Smoking_Pack_Years": 86.4941718 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.19075631, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", 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"Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.9779221, + "White_Blood_Cell_Count": 7.465258773, + "Platelet_Count": 291.6933945, + "Albumin_Level": 3.07931167, + "Alkaline_Phosphatase_Level": 40.65474429, + "Alanine_Aminotransferase_Level": 37.65627711, + "Aspartate_Aminotransferase_Level": 43.93632863, + "Creatinine_Level": 1.02091466, + "LDH_Level": 176.1753063, + "Calcium_Level": 8.913465206, + "Phosphorus_Level": 3.330632631, + "Glucose_Level": 76.29352507, + "Potassium_Level": 4.367505675, + "Sodium_Level": 144.2297561, + "Smoking_Pack_Years": 64.33368226 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.26123531, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.86685322, + "White_Blood_Cell_Count": 9.395707944, + "Platelet_Count": 441.3050935, + "Albumin_Level": 3.707970251, + "Alkaline_Phosphatase_Level": 84.34673302, + "Alanine_Aminotransferase_Level": 24.19253612, + "Aspartate_Aminotransferase_Level": 49.29378618, + "Creatinine_Level": 1.059994912, + "LDH_Level": 187.3983763, + "Calcium_Level": 8.351880315, + "Phosphorus_Level": 4.00936456, + "Glucose_Level": 103.9021629, + "Potassium_Level": 4.881166604, + "Sodium_Level": 140.4347786, + "Smoking_Pack_Years": 15.75477292 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.98092784, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.32049582, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.56742888, + "White_Blood_Cell_Count": 8.125800465, + "Platelet_Count": 308.7557047, + "Albumin_Level": 3.251484668, + "Alkaline_Phosphatase_Level": 50.46544726, + "Alanine_Aminotransferase_Level": 29.70978386, + "Aspartate_Aminotransferase_Level": 34.56916636, + "Creatinine_Level": 1.418325042, + "LDH_Level": 188.1777604, + "Calcium_Level": 9.909176948, + "Phosphorus_Level": 4.95983763, + "Glucose_Level": 77.98800873, + "Potassium_Level": 3.512437708, + "Sodium_Level": 144.5274261, + "Smoking_Pack_Years": 80.83165988 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.90586379, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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141.5843074, + "Smoking_Pack_Years": 60.01941233 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.10283735, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.44101414, + "White_Blood_Cell_Count": 6.231576901, + "Platelet_Count": 417.9887829, + "Albumin_Level": 4.164472861, + "Alkaline_Phosphatase_Level": 94.33703234, + "Alanine_Aminotransferase_Level": 26.34842032, + "Aspartate_Aminotransferase_Level": 26.26096017, + "Creatinine_Level": 1.17256461, + "LDH_Level": 159.8322603, + "Calcium_Level": 9.063534359, + "Phosphorus_Level": 4.79244478, + "Glucose_Level": 96.21581263, + "Potassium_Level": 4.746694542, + "Sodium_Level": 143.3737721, + "Smoking_Pack_Years": 30.33295617 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.2459368, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.43680163, + "White_Blood_Cell_Count": 6.212577396, + "Platelet_Count": 289.7549382, + "Albumin_Level": 3.736142967, + "Alkaline_Phosphatase_Level": 69.93773357, + "Alanine_Aminotransferase_Level": 7.543939367, + "Aspartate_Aminotransferase_Level": 28.21417064, + "Creatinine_Level": 0.760116954, + "LDH_Level": 202.4813311, + "Calcium_Level": 10.23866038, + "Phosphorus_Level": 2.937629821, + "Glucose_Level": 126.0433452, + "Potassium_Level": 4.205496497, + "Sodium_Level": 144.1002996, + "Smoking_Pack_Years": 55.98347905 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.74578468, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.49320213, + "White_Blood_Cell_Count": 9.287613472, + "Platelet_Count": 199.6470352, + "Albumin_Level": 3.169569329, + "Alkaline_Phosphatase_Level": 68.04096419, + "Alanine_Aminotransferase_Level": 38.11203662, + "Aspartate_Aminotransferase_Level": 15.58575952, + "Creatinine_Level": 1.306871629, + "LDH_Level": 234.8196804, + "Calcium_Level": 9.685256969, + "Phosphorus_Level": 3.861806727, + "Glucose_Level": 121.5288217, + "Potassium_Level": 4.387071163, + "Sodium_Level": 139.8387151, + "Smoking_Pack_Years": 24.71728473 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.15290972, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.52290778, + "White_Blood_Cell_Count": 6.348010803, + "Platelet_Count": 228.9021285, + "Albumin_Level": 4.222023333, + "Alkaline_Phosphatase_Level": 55.20274648, + "Alanine_Aminotransferase_Level": 33.44688419, + "Aspartate_Aminotransferase_Level": 31.13904373, + "Creatinine_Level": 1.221901002, + "LDH_Level": 151.4931051, + "Calcium_Level": 10.11468863, + "Phosphorus_Level": 3.558782162, + "Glucose_Level": 131.015979, + "Potassium_Level": 3.922309631, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.42679596, + "White_Blood_Cell_Count": 4.448401164, + "Platelet_Count": 274.9760687, + "Albumin_Level": 4.115182229, + "Alkaline_Phosphatase_Level": 61.71224943, + "Alanine_Aminotransferase_Level": 30.62655813, + "Aspartate_Aminotransferase_Level": 13.64491378, + "Creatinine_Level": 0.523623053, + "LDH_Level": 149.6573343, + "Calcium_Level": 9.201342754, + "Phosphorus_Level": 2.642133719, + "Glucose_Level": 100.7525499, + "Potassium_Level": 4.389747077, + "Sodium_Level": 138.2707059, + "Smoking_Pack_Years": 45.36239631 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.85863786, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.27959498, + "White_Blood_Cell_Count": 6.849162115, + "Platelet_Count": 273.0072162, + "Albumin_Level": 3.42037634, + "Alkaline_Phosphatase_Level": 111.2877977, + "Alanine_Aminotransferase_Level": 13.65211506, + "Aspartate_Aminotransferase_Level": 45.87855242, + "Creatinine_Level": 0.774986927, + "LDH_Level": 125.7006778, + "Calcium_Level": 8.21611117, + "Phosphorus_Level": 3.548413495, + "Glucose_Level": 89.51199649, + "Potassium_Level": 4.1630111, + "Sodium_Level": 138.9284507, + "Smoking_Pack_Years": 27.05061113 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.61302982, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.47200034, + "White_Blood_Cell_Count": 5.826853322, + "Platelet_Count": 282.6488845, + "Albumin_Level": 3.594839206, + "Alkaline_Phosphatase_Level": 89.14754524, + "Alanine_Aminotransferase_Level": 35.36541988, + "Aspartate_Aminotransferase_Level": 33.86995206, + "Creatinine_Level": 0.636641721, + "LDH_Level": 210.4062584, + "Calcium_Level": 9.769454623, + "Phosphorus_Level": 2.552683249, + "Glucose_Level": 101.5786115, + "Potassium_Level": 3.587529724, + "Sodium_Level": 141.4825585, + "Smoking_Pack_Years": 3.680144625 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.80231475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.21565037, + "White_Blood_Cell_Count": 8.944500944, + "Platelet_Count": 395.9114895, + "Albumin_Level": 3.744457012, + "Alkaline_Phosphatase_Level": 108.3125723, + "Alanine_Aminotransferase_Level": 37.69558613, + "Aspartate_Aminotransferase_Level": 34.99784865, + "Creatinine_Level": 0.502794759, + "LDH_Level": 150.4900201, + "Calcium_Level": 8.459861468, + "Phosphorus_Level": 4.272010967, + "Glucose_Level": 103.501152, + "Potassium_Level": 4.859908921, + "Sodium_Level": 137.8712196, + "Smoking_Pack_Years": 85.66897611 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.25848486, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.67181522, + "White_Blood_Cell_Count": 6.426287964, + "Platelet_Count": 174.9709298, + "Albumin_Level": 3.591268892, + "Alkaline_Phosphatase_Level": 37.36005823, + "Alanine_Aminotransferase_Level": 10.53658897, + "Aspartate_Aminotransferase_Level": 46.68891292, + "Creatinine_Level": 0.917127107, + "LDH_Level": 146.8893741, + "Calcium_Level": 8.476992994, + "Phosphorus_Level": 3.225225124, + "Glucose_Level": 130.3179924, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 31.51162162, + "Aspartate_Aminotransferase_Level": 25.93776545, + "Creatinine_Level": 1.45887994, + "LDH_Level": 191.3295515, + "Calcium_Level": 8.04024782, + "Phosphorus_Level": 4.333275067, + "Glucose_Level": 92.62647075, + "Potassium_Level": 4.557548769, + "Sodium_Level": 135.1739404, + "Smoking_Pack_Years": 65.68830786 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.44999412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.5285147, + "White_Blood_Cell_Count": 8.542673384, + "Platelet_Count": 434.5670599, + "Albumin_Level": 4.463087799, + "Alkaline_Phosphatase_Level": 41.60316752, + "Alanine_Aminotransferase_Level": 10.09240332, + "Aspartate_Aminotransferase_Level": 47.31347746, + "Creatinine_Level": 0.502622191, + "LDH_Level": 190.963006, + "Calcium_Level": 8.208362097, + "Phosphorus_Level": 3.145830192, + "Glucose_Level": 144.7795386, + "Potassium_Level": 3.841103179, + "Sodium_Level": 142.3043627, + "Smoking_Pack_Years": 95.72926395 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.55221262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.2668289, + "White_Blood_Cell_Count": 3.537169208, + "Platelet_Count": 233.6326005, + "Albumin_Level": 3.803945228, + "Alkaline_Phosphatase_Level": 97.61384722, + "Alanine_Aminotransferase_Level": 18.23483205, + "Aspartate_Aminotransferase_Level": 43.35095306, + "Creatinine_Level": 0.50490268, + "LDH_Level": 242.0685193, + "Calcium_Level": 9.627525796, + "Phosphorus_Level": 4.124260452, + "Glucose_Level": 92.59394412, + "Potassium_Level": 3.867374212, + "Sodium_Level": 139.550921, + "Smoking_Pack_Years": 85.04581771 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.04789278, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 8.96334042, + "Aspartate_Aminotransferase_Level": 32.74218492, + "Creatinine_Level": 0.595920935, + "LDH_Level": 233.4792731, + "Calcium_Level": 10.44880933, + "Phosphorus_Level": 2.913342426, + "Glucose_Level": 140.324978, + "Potassium_Level": 4.472437937, + "Sodium_Level": 136.0173453, + "Smoking_Pack_Years": 56.83399857 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.53171007, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.76454376, + "White_Blood_Cell_Count": 5.006616152, + "Platelet_Count": 305.6114522, + "Albumin_Level": 4.317002415, + "Alkaline_Phosphatase_Level": 64.52084406, + "Alanine_Aminotransferase_Level": 25.17907515, + "Aspartate_Aminotransferase_Level": 28.38506438, + "Creatinine_Level": 0.875952517, + "LDH_Level": 185.9733259, + "Calcium_Level": 9.841003219, + "Phosphorus_Level": 4.062456781, + "Glucose_Level": 77.19512478, + "Potassium_Level": 4.727182066, + "Sodium_Level": 141.9408055, + "Smoking_Pack_Years": 10.61116838 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.05487001, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.66471251, + "White_Blood_Cell_Count": 6.125776676, + "Platelet_Count": 290.1870819, + "Albumin_Level": 3.091081862, + "Alkaline_Phosphatase_Level": 38.08652322, + "Alanine_Aminotransferase_Level": 7.423396851, + "Aspartate_Aminotransferase_Level": 38.65681155, + "Creatinine_Level": 1.352309455, + "LDH_Level": 136.6906882, + "Calcium_Level": 9.698624283, + "Phosphorus_Level": 2.580241679, + "Glucose_Level": 110.0805181, + "Potassium_Level": 4.683753662, + "Sodium_Level": 139.9809884, + "Smoking_Pack_Years": 98.70279054 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.11919344, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.90469591, + "White_Blood_Cell_Count": 4.843421691, + "Platelet_Count": 311.297511, + "Albumin_Level": 3.204713153, + "Alkaline_Phosphatase_Level": 37.48020083, + "Alanine_Aminotransferase_Level": 18.85963047, + "Aspartate_Aminotransferase_Level": 31.68060404, + "Creatinine_Level": 0.96432199, + "LDH_Level": 157.4611351, + "Calcium_Level": 8.510265167, + "Phosphorus_Level": 3.958441951, + "Glucose_Level": 121.3077412, + "Potassium_Level": 4.814588973, + "Sodium_Level": 137.7530364, + "Smoking_Pack_Years": 69.6150697 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.1775627, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.6799631, + "White_Blood_Cell_Count": 9.843157438, + "Platelet_Count": 248.4943568, + "Albumin_Level": 3.105795061, + "Alkaline_Phosphatase_Level": 64.8286853, + "Alanine_Aminotransferase_Level": 6.382588921, + "Aspartate_Aminotransferase_Level": 29.93710485, + "Creatinine_Level": 1.313556944, + "LDH_Level": 146.598504, + "Calcium_Level": 10.18908132, + "Phosphorus_Level": 4.115179833, + "Glucose_Level": 133.2533063, + "Potassium_Level": 4.268624633, + "Sodium_Level": 142.8979029, + "Smoking_Pack_Years": 51.62992731 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.88410628, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.72430198, + "White_Blood_Cell_Count": 4.442732149, + "Platelet_Count": 262.7535158, + "Albumin_Level": 3.772412632, + "Alkaline_Phosphatase_Level": 56.09629092, + "Alanine_Aminotransferase_Level": 28.83108083, + "Aspartate_Aminotransferase_Level": 41.33230079, + "Creatinine_Level": 0.557761386, + "LDH_Level": 208.8327894, + "Calcium_Level": 9.736173693, + "Phosphorus_Level": 4.523075925, + "Glucose_Level": 138.2394548, + "Potassium_Level": 4.375606877, + "Sodium_Level": 138.8537945, + "Smoking_Pack_Years": 19.17091489 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.5694848, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.07156196, + "White_Blood_Cell_Count": 8.934156604, + "Platelet_Count": 151.4570936, + "Albumin_Level": 4.321250176, + "Alkaline_Phosphatase_Level": 44.1712569, + "Alanine_Aminotransferase_Level": 38.81471992, + "Aspartate_Aminotransferase_Level": 41.19536687, + "Creatinine_Level": 1.303047625, + "LDH_Level": 118.5178329, + "Calcium_Level": 9.30366873, + "Phosphorus_Level": 4.311686144, + "Glucose_Level": 148.9141423, + "Potassium_Level": 4.201896196, + "Sodium_Level": 138.3801387, + "Smoking_Pack_Years": 97.32069197 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.6754804, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.67555762, + "White_Blood_Cell_Count": 6.095251263, + "Platelet_Count": 423.1250396, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.1540514, + "White_Blood_Cell_Count": 5.223443739, + "Platelet_Count": 330.8474017, + "Albumin_Level": 3.380846753, + "Alkaline_Phosphatase_Level": 37.54960206, + "Alanine_Aminotransferase_Level": 39.89612097, + "Aspartate_Aminotransferase_Level": 26.26829608, + "Creatinine_Level": 0.9265909, + "LDH_Level": 109.5619035, + "Calcium_Level": 9.500744793, + "Phosphorus_Level": 4.518412012, + "Glucose_Level": 105.7443571, + "Potassium_Level": 3.672820299, + "Sodium_Level": 142.9496598, + "Smoking_Pack_Years": 74.26146117 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.743460831, + "Phosphorus_Level": 4.507096129, + "Glucose_Level": 111.2603305, + "Potassium_Level": 4.731739618, + "Sodium_Level": 143.013238, + "Smoking_Pack_Years": 74.16869781 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.60367681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.99880753, + "White_Blood_Cell_Count": 9.410019553, + "Platelet_Count": 388.0811763, + "Albumin_Level": 3.148081958, + "Alkaline_Phosphatase_Level": 88.88179615, + "Alanine_Aminotransferase_Level": 38.86519348, + "Aspartate_Aminotransferase_Level": 30.18504057, + "Creatinine_Level": 0.635018448, + "LDH_Level": 184.3471294, + "Calcium_Level": 10.2175635, + "Phosphorus_Level": 2.774577727, + "Glucose_Level": 136.362506, + "Potassium_Level": 4.442850388, + "Sodium_Level": 143.981562, + "Smoking_Pack_Years": 93.96387641 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.38730819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.50985047, + "White_Blood_Cell_Count": 3.781264324, + "Platelet_Count": 193.2533772, + "Albumin_Level": 3.438527205, + "Alkaline_Phosphatase_Level": 101.6689743, + "Alanine_Aminotransferase_Level": 22.02602046, + "Aspartate_Aminotransferase_Level": 45.84810302, + "Creatinine_Level": 0.897736989, + "LDH_Level": 136.7147175, + "Calcium_Level": 8.832441524, + "Phosphorus_Level": 4.756947925, + "Glucose_Level": 122.7500187, + "Potassium_Level": 3.656750019, + "Sodium_Level": 142.8707693, + "Smoking_Pack_Years": 21.14013101 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.38384824, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.21338018, + "White_Blood_Cell_Count": 7.255650617, + "Platelet_Count": 410.9186066, + "Albumin_Level": 4.750934675, + "Alkaline_Phosphatase_Level": 118.1868303, + "Alanine_Aminotransferase_Level": 14.19992323, + "Aspartate_Aminotransferase_Level": 19.20983927, + "Creatinine_Level": 1.447268804, + "LDH_Level": 140.2926045, + "Calcium_Level": 9.383734591, + "Phosphorus_Level": 4.341440126, + "Glucose_Level": 139.5486374, + "Potassium_Level": 4.012809842, + "Sodium_Level": 135.4517795, + "Smoking_Pack_Years": 93.33563351 + }, + { + "Age": 75, + "Gender": "Male", 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148.3980042, + "Calcium_Level": 8.523038583, + "Phosphorus_Level": 3.674558063, + "Glucose_Level": 100.0187504, + "Potassium_Level": 4.437766614, + "Sodium_Level": 140.8251569, + "Smoking_Pack_Years": 69.83298932 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.03902411, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.36091101, + "White_Blood_Cell_Count": 8.55358027, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.52123219, + "White_Blood_Cell_Count": 6.207531635, + "Platelet_Count": 193.8995871, + "Albumin_Level": 3.314917071, + "Alkaline_Phosphatase_Level": 115.8799222, + "Alanine_Aminotransferase_Level": 36.86519736, + "Aspartate_Aminotransferase_Level": 16.23321572, + "Creatinine_Level": 0.575682085, + "LDH_Level": 217.0509135, + "Calcium_Level": 8.285033605, + "Phosphorus_Level": 3.340066116, + "Glucose_Level": 147.6287424, + "Potassium_Level": 4.738763953, + "Sodium_Level": 137.3537275, + "Smoking_Pack_Years": 88.90693089 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.15928093, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", 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{ + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.6248167, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.65652001, + "White_Blood_Cell_Count": 6.711510384, + "Platelet_Count": 413.0674697, + "Albumin_Level": 3.987032787, + "Alkaline_Phosphatase_Level": 81.99203772, + "Alanine_Aminotransferase_Level": 26.41885621, + "Aspartate_Aminotransferase_Level": 48.68521718, + 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11.01110476, + "White_Blood_Cell_Count": 5.022334651, + "Platelet_Count": 176.4172496, + "Albumin_Level": 3.874809611, + "Alkaline_Phosphatase_Level": 62.0718062, + "Alanine_Aminotransferase_Level": 38.2013947, + "Aspartate_Aminotransferase_Level": 43.94202415, + "Creatinine_Level": 0.653843973, + "LDH_Level": 137.9902808, + "Calcium_Level": 9.134800263, + "Phosphorus_Level": 3.029365376, + "Glucose_Level": 98.43050587, + "Potassium_Level": 3.797130288, + "Sodium_Level": 136.937173, + "Smoking_Pack_Years": 2.324549192 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.54976395, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.04143378, + "White_Blood_Cell_Count": 8.338480943, + "Platelet_Count": 411.265518, + "Albumin_Level": 4.027208615, + "Alkaline_Phosphatase_Level": 97.30409984, + "Alanine_Aminotransferase_Level": 34.60249447, + "Aspartate_Aminotransferase_Level": 25.15598976, + "Creatinine_Level": 1.499556585, + "LDH_Level": 139.0030455, + "Calcium_Level": 8.868686813, + "Phosphorus_Level": 3.300133462, + "Glucose_Level": 144.3704941, + "Potassium_Level": 4.047942349, + "Sodium_Level": 144.0482819, + "Smoking_Pack_Years": 42.09014288 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.22407233, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.03314781, + "White_Blood_Cell_Count": 8.433399046, + "Platelet_Count": 297.8519343, + "Albumin_Level": 4.162841905, + "Alkaline_Phosphatase_Level": 36.4542229, + "Alanine_Aminotransferase_Level": 18.80087232, + "Aspartate_Aminotransferase_Level": 28.08966434, + "Creatinine_Level": 1.498949156, + "LDH_Level": 170.4968557, + "Calcium_Level": 9.502244436, + "Phosphorus_Level": 3.23980134, + "Glucose_Level": 109.5480767, + "Potassium_Level": 4.072325646, + "Sodium_Level": 144.7414907, + "Smoking_Pack_Years": 47.63126674 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.43965087, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.57414874, + "White_Blood_Cell_Count": 7.131409016, + "Platelet_Count": 429.8918917, + "Albumin_Level": 4.827345667, + "Alkaline_Phosphatase_Level": 114.903495, + "Alanine_Aminotransferase_Level": 26.48010678, + "Aspartate_Aminotransferase_Level": 41.18441103, + "Creatinine_Level": 1.188676813, + "LDH_Level": 230.4137549, + "Calcium_Level": 8.95702923, + "Phosphorus_Level": 3.056169007, + "Glucose_Level": 94.29391997, + "Potassium_Level": 4.842566197, + "Sodium_Level": 140.0732663, + "Smoking_Pack_Years": 79.80764905 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.66839783, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 64, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.73780191, + "White_Blood_Cell_Count": 8.905101729, + "Platelet_Count": 426.3692577, + "Albumin_Level": 3.252841514, + "Alkaline_Phosphatase_Level": 82.88720838, + "Alanine_Aminotransferase_Level": 23.05891536, + "Aspartate_Aminotransferase_Level": 34.44695594, + "Creatinine_Level": 0.614798887, + "LDH_Level": 243.1384302, + "Calcium_Level": 8.325887496, + "Phosphorus_Level": 2.941695881, + "Glucose_Level": 93.09974122, + "Potassium_Level": 3.973357976, + "Sodium_Level": 142.4470513, + "Smoking_Pack_Years": 81.99350396 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.64111239, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.52385646, + "White_Blood_Cell_Count": 5.565491456, + "Platelet_Count": 443.6592338, + "Albumin_Level": 4.093479679, + "Alkaline_Phosphatase_Level": 65.43024733, + "Alanine_Aminotransferase_Level": 29.7159706, + "Aspartate_Aminotransferase_Level": 39.0107348, + "Creatinine_Level": 1.109694231, + "LDH_Level": 112.2326088, + "Calcium_Level": 9.377342089, + "Phosphorus_Level": 2.677140436, + "Glucose_Level": 82.41533799, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 20.13472391, + "Aspartate_Aminotransferase_Level": 43.83429314, + "Creatinine_Level": 1.427356514, + "LDH_Level": 111.0552926, + "Calcium_Level": 9.520268969, + "Phosphorus_Level": 4.065885642, + "Glucose_Level": 86.99532341, + "Potassium_Level": 4.768820947, + "Sodium_Level": 142.5189336, + "Smoking_Pack_Years": 9.814255247 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.81362355, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.45329681, + "White_Blood_Cell_Count": 4.472007515, + "Platelet_Count": 372.7453324, + "Albumin_Level": 3.382385873, + "Alkaline_Phosphatase_Level": 56.6499148, + "Alanine_Aminotransferase_Level": 20.2483207, + "Aspartate_Aminotransferase_Level": 37.04408581, + "Creatinine_Level": 1.422049811, + "LDH_Level": 174.148879, + "Calcium_Level": 9.930373155, + "Phosphorus_Level": 4.697217401, + "Glucose_Level": 130.0861784, + "Potassium_Level": 4.213522437, + "Sodium_Level": 144.4126457, + "Smoking_Pack_Years": 70.03283652 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.7168294, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + 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75.00640821, + "Potassium_Level": 4.177614963, + "Sodium_Level": 137.0766687, + "Smoking_Pack_Years": 17.53756321 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.33534133, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.6480137, + "White_Blood_Cell_Count": 4.40597987, + "Platelet_Count": 320.8695733, + "Albumin_Level": 4.620187499, + "Alkaline_Phosphatase_Level": 37.09356048, 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"Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.5815026, + "White_Blood_Cell_Count": 7.412926927, + "Platelet_Count": 189.5703716, + "Albumin_Level": 4.087966304, + "Alkaline_Phosphatase_Level": 105.5973851, + "Alanine_Aminotransferase_Level": 16.67299562, + "Aspartate_Aminotransferase_Level": 33.07851049, + "Creatinine_Level": 1.334564844, + "LDH_Level": 149.2031661, + "Calcium_Level": 9.463781779, + "Phosphorus_Level": 3.513338109, + "Glucose_Level": 88.48843929, + "Potassium_Level": 3.667462743, + "Sodium_Level": 141.4311141, + "Smoking_Pack_Years": 46.79705338 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.87638821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.19636043, + "White_Blood_Cell_Count": 8.815846888, + "Platelet_Count": 362.5930347, + "Albumin_Level": 3.452838602, + "Alkaline_Phosphatase_Level": 41.68939129, + "Alanine_Aminotransferase_Level": 20.17397217, + "Aspartate_Aminotransferase_Level": 11.51917876, + "Creatinine_Level": 0.724097974, + "LDH_Level": 200.7650683, + "Calcium_Level": 8.156289847, + "Phosphorus_Level": 4.792178598, + "Glucose_Level": 76.44540214, + "Potassium_Level": 4.785329148, + "Sodium_Level": 137.8320722, + "Smoking_Pack_Years": 65.57012335 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.9041638, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 17.66072315, + "Aspartate_Aminotransferase_Level": 35.61674327, + "Creatinine_Level": 0.861371662, + "LDH_Level": 184.0521583, + "Calcium_Level": 9.239391742, + "Phosphorus_Level": 3.452773063, + "Glucose_Level": 116.8990816, + "Potassium_Level": 4.949296296, + "Sodium_Level": 140.023769, + "Smoking_Pack_Years": 45.58467625 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.80579088, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.33224482, + "White_Blood_Cell_Count": 6.992056048, + "Platelet_Count": 253.3246775, + "Albumin_Level": 3.977525565, + "Alkaline_Phosphatase_Level": 101.2587291, + "Alanine_Aminotransferase_Level": 37.76386342, + "Aspartate_Aminotransferase_Level": 24.62647317, + "Creatinine_Level": 0.711913203, + "LDH_Level": 120.1665625, + "Calcium_Level": 8.577573644, + "Phosphorus_Level": 4.352724424, + "Glucose_Level": 139.711166, + "Potassium_Level": 3.857493861, + "Sodium_Level": 140.7238463, + "Smoking_Pack_Years": 52.19693142 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.66555491, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.53938047, + "White_Blood_Cell_Count": 5.269652315, + "Platelet_Count": 304.3883372, + "Albumin_Level": 3.633804489, + "Alkaline_Phosphatase_Level": 115.7988149, + "Alanine_Aminotransferase_Level": 8.970122183, + "Aspartate_Aminotransferase_Level": 45.34678346, + "Creatinine_Level": 1.092435069, + "LDH_Level": 218.3023293, + "Calcium_Level": 8.461408412, + "Phosphorus_Level": 4.75715492, + "Glucose_Level": 126.3949887, + "Potassium_Level": 3.873726752, + "Sodium_Level": 139.6732478, + "Smoking_Pack_Years": 45.41973197 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.26869072, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 12.02642924, + "Aspartate_Aminotransferase_Level": 21.1845588, + "Creatinine_Level": 0.94367232, + "LDH_Level": 198.7963859, + "Calcium_Level": 9.815434809, + "Phosphorus_Level": 3.3548141, + "Glucose_Level": 92.63112478, + "Potassium_Level": 3.981322059, + "Sodium_Level": 139.6096924, + "Smoking_Pack_Years": 3.328521171 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.87724196, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.42648471, + "White_Blood_Cell_Count": 6.52543388, + "Platelet_Count": 439.6265872, + "Albumin_Level": 3.483150715, + "Alkaline_Phosphatase_Level": 106.8837055, + "Alanine_Aminotransferase_Level": 35.21353228, + "Aspartate_Aminotransferase_Level": 30.19442751, + "Creatinine_Level": 0.791063529, + "LDH_Level": 246.9200604, + "Calcium_Level": 10.1252351, + "Phosphorus_Level": 2.818030901, + "Glucose_Level": 112.2540124, + "Potassium_Level": 4.412146575, + "Sodium_Level": 137.8346112, + "Smoking_Pack_Years": 1.860352918 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.87448139, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.29827687, + "White_Blood_Cell_Count": 7.071813798, + "Platelet_Count": 169.9248187, + "Albumin_Level": 3.121532677, + "Alkaline_Phosphatase_Level": 93.96881642, + "Alanine_Aminotransferase_Level": 34.65545085, + "Aspartate_Aminotransferase_Level": 26.50073915, + "Creatinine_Level": 0.801475287, + "LDH_Level": 124.3163098, + "Calcium_Level": 10.46048456, + "Phosphorus_Level": 4.072385583, + "Glucose_Level": 88.60319543, + "Potassium_Level": 3.984217867, + "Sodium_Level": 142.0555135, + "Smoking_Pack_Years": 2.178689082 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.21792245, + "Tumor_Location": 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+ "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.69095168, + "White_Blood_Cell_Count": 9.905127689, + "Platelet_Count": 449.7108565, + "Albumin_Level": 3.97742842, + "Alkaline_Phosphatase_Level": 57.20347228, + "Alanine_Aminotransferase_Level": 18.39884875, + "Aspartate_Aminotransferase_Level": 43.9263684, + "Creatinine_Level": 1.37794444, + "LDH_Level": 205.3237813, + "Calcium_Level": 8.267510649, + "Phosphorus_Level": 4.756179367, + "Glucose_Level": 132.8854253, + "Potassium_Level": 3.659307686, + "Sodium_Level": 137.241713, + "Smoking_Pack_Years": 6.854759304 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.67491397, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.16959747, + "White_Blood_Cell_Count": 4.092365481, + "Platelet_Count": 426.5568019, + "Albumin_Level": 3.143330679, + "Alkaline_Phosphatase_Level": 34.20462951, + "Alanine_Aminotransferase_Level": 27.31343596, + "Aspartate_Aminotransferase_Level": 34.99701089, + "Creatinine_Level": 0.569551598, + "LDH_Level": 170.1321964, + "Calcium_Level": 10.05045548, + "Phosphorus_Level": 4.056819592, + "Glucose_Level": 91.06473367, + "Potassium_Level": 4.642036177, + "Sodium_Level": 138.6352451, + "Smoking_Pack_Years": 5.531725556 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.39192541, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.83347722, + "White_Blood_Cell_Count": 3.58938137, + "Platelet_Count": 233.8637651, + "Albumin_Level": 3.927521192, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.93708451, + "White_Blood_Cell_Count": 8.148596746, + "Platelet_Count": 184.0037815, + "Albumin_Level": 4.523024203, + "Alkaline_Phosphatase_Level": 30.61571833, + "Alanine_Aminotransferase_Level": 39.67958673, + "Aspartate_Aminotransferase_Level": 17.98021074, + "Creatinine_Level": 1.033249026, + "LDH_Level": 153.7696189, + "Calcium_Level": 9.047309664, + "Phosphorus_Level": 4.352219164, + "Glucose_Level": 74.41367638, + "Potassium_Level": 4.784229955, + "Sodium_Level": 144.884926, + "Smoking_Pack_Years": 9.230822898 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.9861422, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.39137684, + "White_Blood_Cell_Count": 9.776007038, + "Platelet_Count": 170.0467028, + "Albumin_Level": 4.178049959, + "Alkaline_Phosphatase_Level": 92.51253611, + "Alanine_Aminotransferase_Level": 24.75837717, + "Aspartate_Aminotransferase_Level": 27.2499007, + "Creatinine_Level": 1.19771672, + "LDH_Level": 157.9380569, + "Calcium_Level": 10.3459298, + "Phosphorus_Level": 2.779455487, + "Glucose_Level": 134.7675105, + "Potassium_Level": 4.247921105, + "Sodium_Level": 135.3424122, + "Smoking_Pack_Years": 16.01474973 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.50667984, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.59364823, + "White_Blood_Cell_Count": 6.423657836, + "Platelet_Count": 241.3757128, + "Albumin_Level": 4.481762367, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.90029459, + "White_Blood_Cell_Count": 5.02877457, + "Platelet_Count": 150.5905884, + "Albumin_Level": 3.56568674, + "Alkaline_Phosphatase_Level": 78.92577383, + "Alanine_Aminotransferase_Level": 18.83735824, + "Aspartate_Aminotransferase_Level": 21.67117462, + "Creatinine_Level": 1.338219773, + "LDH_Level": 158.5277354, + "Calcium_Level": 8.539350949, + "Phosphorus_Level": 2.751384927, + "Glucose_Level": 140.6372972, + "Potassium_Level": 4.733375369, + "Sodium_Level": 138.0004395, + "Smoking_Pack_Years": 59.39501092 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.60621054, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.9555333, + "White_Blood_Cell_Count": 9.275770653, + "Platelet_Count": 323.8841161, + "Albumin_Level": 3.703089856, + "Alkaline_Phosphatase_Level": 40.08614142, + "Alanine_Aminotransferase_Level": 13.18753667, + "Aspartate_Aminotransferase_Level": 38.39865106, + "Creatinine_Level": 0.673577791, + "LDH_Level": 166.2591215, + "Calcium_Level": 8.622431152, + "Phosphorus_Level": 3.424443815, + "Glucose_Level": 115.1881975, + "Potassium_Level": 3.737997385, + "Sodium_Level": 135.8777274, + "Smoking_Pack_Years": 51.06781642 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.69493064, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.23847692, + "White_Blood_Cell_Count": 9.968881413, + "Platelet_Count": 255.2136703, + "Albumin_Level": 3.093594747, + "Alkaline_Phosphatase_Level": 77.16089682, + "Alanine_Aminotransferase_Level": 11.90449111, + "Aspartate_Aminotransferase_Level": 13.18378134, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.86661749, + "White_Blood_Cell_Count": 8.009998341, + "Platelet_Count": 244.5562689, + "Albumin_Level": 4.084260039, + "Alkaline_Phosphatase_Level": 61.28980282, + "Alanine_Aminotransferase_Level": 9.888284604, + "Aspartate_Aminotransferase_Level": 29.35358379, + "Creatinine_Level": 0.958253996, + "LDH_Level": 156.8954889, + "Calcium_Level": 9.19922999, + "Phosphorus_Level": 3.729787184, + "Glucose_Level": 126.1874592, + "Potassium_Level": 4.563479918, + "Sodium_Level": 142.3259603, + "Smoking_Pack_Years": 44.42998946 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.52753832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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144.8664144, + "Smoking_Pack_Years": 36.46863035 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.22579787, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.67421285, + "White_Blood_Cell_Count": 6.812837505, + "Platelet_Count": 427.5101859, + "Albumin_Level": 4.069343071, + "Alkaline_Phosphatase_Level": 116.1134434, + "Alanine_Aminotransferase_Level": 27.47675905, + "Aspartate_Aminotransferase_Level": 13.17298544, + "Creatinine_Level": 1.46127613, + "LDH_Level": 185.6635687, + "Calcium_Level": 9.877608701, + "Phosphorus_Level": 3.842094696, + "Glucose_Level": 121.2853617, + "Potassium_Level": 3.926874985, + "Sodium_Level": 142.9677291, + "Smoking_Pack_Years": 42.31096239 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.29122562, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.55179248, + "White_Blood_Cell_Count": 8.919676803, + "Platelet_Count": 268.7516193, + "Albumin_Level": 3.106764683, + "Alkaline_Phosphatase_Level": 40.39899472, + "Alanine_Aminotransferase_Level": 29.19083827, + "Aspartate_Aminotransferase_Level": 26.20057053, + "Creatinine_Level": 1.320896353, + "LDH_Level": 116.4654526, + "Calcium_Level": 9.943538778, + "Phosphorus_Level": 3.361101192, + "Glucose_Level": 114.998933, + "Potassium_Level": 4.44874656, + "Sodium_Level": 142.8772607, + "Smoking_Pack_Years": 11.46043131 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.33467288, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.38825548, + "White_Blood_Cell_Count": 8.829552925, + "Platelet_Count": 241.1020373, + "Albumin_Level": 4.301321968, + "Alkaline_Phosphatase_Level": 84.95441189, + "Alanine_Aminotransferase_Level": 23.69300219, + "Aspartate_Aminotransferase_Level": 10.65168765, + "Creatinine_Level": 0.509986567, + "LDH_Level": 180.267353, + "Calcium_Level": 9.284657165, + "Phosphorus_Level": 3.68191292, + "Glucose_Level": 144.6828351, + "Potassium_Level": 3.74908299, + "Sodium_Level": 136.1689903, + "Smoking_Pack_Years": 72.55233068 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.8305985, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.00246701, + "White_Blood_Cell_Count": 8.146664305, + "Platelet_Count": 434.3297856, + "Albumin_Level": 4.044901435, + "Alkaline_Phosphatase_Level": 94.90836576, + "Alanine_Aminotransferase_Level": 14.03246726, + "Aspartate_Aminotransferase_Level": 25.26883452, + "Creatinine_Level": 1.295112798, + "LDH_Level": 118.1825373, + "Calcium_Level": 10.30104529, + "Phosphorus_Level": 3.846125243, + "Glucose_Level": 70.84830587, + "Potassium_Level": 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"Aspartate_Aminotransferase_Level": 17.31718817, + "Creatinine_Level": 0.887600545, + "LDH_Level": 224.3071551, + "Calcium_Level": 8.074901525, + "Phosphorus_Level": 3.249623546, + "Glucose_Level": 97.6018852, + "Potassium_Level": 4.075273308, + "Sodium_Level": 138.5086278, + "Smoking_Pack_Years": 72.5428291 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.40388454, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.02821375, + "White_Blood_Cell_Count": 4.451600211, + "Platelet_Count": 275.6907524, + "Albumin_Level": 4.005844601, + "Alkaline_Phosphatase_Level": 35.78543618, + "Alanine_Aminotransferase_Level": 38.57978705, + "Aspartate_Aminotransferase_Level": 45.69875992, + "Creatinine_Level": 0.714678936, + "LDH_Level": 191.1386255, + "Calcium_Level": 8.960639961, + "Phosphorus_Level": 4.840761906, + "Glucose_Level": 147.6180569, + "Potassium_Level": 4.918330845, + "Sodium_Level": 138.352475, + "Smoking_Pack_Years": 95.6631444 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.06923013, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.18949268, + "White_Blood_Cell_Count": 5.950493022, + "Platelet_Count": 197.2561691, + "Albumin_Level": 3.040134479, + "Alkaline_Phosphatase_Level": 101.7148387, + "Alanine_Aminotransferase_Level": 26.21972572, + "Aspartate_Aminotransferase_Level": 28.72486976, + "Creatinine_Level": 0.721442031, + "LDH_Level": 248.6717701, + "Calcium_Level": 10.42556548, + "Phosphorus_Level": 4.382206592, + "Glucose_Level": 101.4551388, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.62690787, + "White_Blood_Cell_Count": 4.559378806, + "Platelet_Count": 411.8280181, + "Albumin_Level": 4.770407845, + "Alkaline_Phosphatase_Level": 62.70540696, + "Alanine_Aminotransferase_Level": 27.93803264, + "Aspartate_Aminotransferase_Level": 39.80883277, + "Creatinine_Level": 1.439759705, + "LDH_Level": 197.9485204, + "Calcium_Level": 9.377644814, + "Phosphorus_Level": 2.976214771, + "Glucose_Level": 83.60859583, + "Potassium_Level": 3.749460225, + "Sodium_Level": 137.9153476, + "Smoking_Pack_Years": 78.19215018 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.964763, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.53084701, + "White_Blood_Cell_Count": 9.113613823, + "Platelet_Count": 189.2598026, + "Albumin_Level": 4.535925973, + "Alkaline_Phosphatase_Level": 31.35460197, + "Alanine_Aminotransferase_Level": 35.47535273, + "Aspartate_Aminotransferase_Level": 45.34269584, + "Creatinine_Level": 0.590175248, + "LDH_Level": 124.4243238, + "Calcium_Level": 10.28728922, + "Phosphorus_Level": 2.770566202, + "Glucose_Level": 124.8720653, + "Potassium_Level": 3.562973441, + "Sodium_Level": 140.7230056, + "Smoking_Pack_Years": 95.44255969 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.65416787, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.32521718, + "White_Blood_Cell_Count": 4.833182236, + "Platelet_Count": 434.1914836, + "Albumin_Level": 3.116642058, + "Alkaline_Phosphatase_Level": 115.788541, + "Alanine_Aminotransferase_Level": 15.93802249, + "Aspartate_Aminotransferase_Level": 31.76096178, + "Creatinine_Level": 0.954648667, + "LDH_Level": 237.5971776, + "Calcium_Level": 8.646173586, + "Phosphorus_Level": 3.928793466, + "Glucose_Level": 85.50299686, + "Potassium_Level": 4.370276383, + "Sodium_Level": 138.3496939, + "Smoking_Pack_Years": 28.31027075 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.61108291, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.77411621, + "White_Blood_Cell_Count": 6.685437337, + "Platelet_Count": 219.174106, + "Albumin_Level": 3.098392834, + "Alkaline_Phosphatase_Level": 67.77848667, 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162, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.79067956, + "White_Blood_Cell_Count": 7.200071558, + "Platelet_Count": 179.4693214, + "Albumin_Level": 3.711270636, + "Alkaline_Phosphatase_Level": 92.55359228, + "Alanine_Aminotransferase_Level": 19.68984652, + "Aspartate_Aminotransferase_Level": 17.98319928, + "Creatinine_Level": 1.02082189, + "LDH_Level": 153.2016062, + "Calcium_Level": 8.410331803, + "Phosphorus_Level": 3.306209204, + "Glucose_Level": 126.5773256, + "Potassium_Level": 3.983985459, + "Sodium_Level": 135.2723928, + "Smoking_Pack_Years": 16.03217918 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.95937596, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.03125011, + "White_Blood_Cell_Count": 3.532081714, + "Platelet_Count": 424.0146776, + "Albumin_Level": 3.750697028, + "Alkaline_Phosphatase_Level": 42.85400571, + "Alanine_Aminotransferase_Level": 28.44763755, + "Aspartate_Aminotransferase_Level": 22.60405417, + "Creatinine_Level": 1.036260068, + "LDH_Level": 192.2347476, + "Calcium_Level": 9.170970951, + "Phosphorus_Level": 4.854190364, + "Glucose_Level": 122.2165927, + "Potassium_Level": 3.901664898, + "Sodium_Level": 138.2766873, + "Smoking_Pack_Years": 9.503244133 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.60802904, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 35.11031092, + "Aspartate_Aminotransferase_Level": 26.73000747, + "Creatinine_Level": 1.108212733, + "LDH_Level": 179.0074989, + "Calcium_Level": 9.073479857, + "Phosphorus_Level": 4.294940803, + "Glucose_Level": 90.5775358, + "Potassium_Level": 4.462058833, + "Sodium_Level": 136.7712387, + "Smoking_Pack_Years": 84.31408431 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.58321986, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.61466866, + "White_Blood_Cell_Count": 8.891160773, + "Platelet_Count": 345.0485174, + "Albumin_Level": 4.2722102, + "Alkaline_Phosphatase_Level": 112.0176614, + "Alanine_Aminotransferase_Level": 27.71504299, + "Aspartate_Aminotransferase_Level": 49.17506547, + "Creatinine_Level": 0.84975614, + "LDH_Level": 206.6763561, + "Calcium_Level": 8.962817339, + "Phosphorus_Level": 4.712721701, + "Glucose_Level": 116.1119682, + "Potassium_Level": 4.725579189, + "Sodium_Level": 141.1796277, + "Smoking_Pack_Years": 27.4632593 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.73389403, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 9.883217089, + "Aspartate_Aminotransferase_Level": 38.81078589, + "Creatinine_Level": 1.172856527, + "LDH_Level": 223.9720838, + "Calcium_Level": 8.960986065, + "Phosphorus_Level": 3.960612832, + "Glucose_Level": 147.277979, + "Potassium_Level": 4.164019325, + "Sodium_Level": 135.9623604, + "Smoking_Pack_Years": 1.094443055 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.10767838, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.65461207, + "White_Blood_Cell_Count": 4.303702504, + "Platelet_Count": 283.1561653, + "Albumin_Level": 4.898746696, + "Alkaline_Phosphatase_Level": 86.89533413, + "Alanine_Aminotransferase_Level": 20.61054645, + "Aspartate_Aminotransferase_Level": 46.81171214, + "Creatinine_Level": 0.96736404, + "LDH_Level": 105.4187523, + "Calcium_Level": 9.270033136, + "Phosphorus_Level": 2.753732416, + "Glucose_Level": 116.3520492, + "Potassium_Level": 4.539048665, + "Sodium_Level": 144.8217282, + "Smoking_Pack_Years": 43.5795733 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.4311499, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.8296133, + "White_Blood_Cell_Count": 4.288731012, + "Platelet_Count": 308.5701306, + "Albumin_Level": 4.194225576, + "Alkaline_Phosphatase_Level": 113.095584, + "Alanine_Aminotransferase_Level": 35.29469707, + "Aspartate_Aminotransferase_Level": 16.54726332, + "Creatinine_Level": 1.325281357, + "LDH_Level": 222.2796494, + "Calcium_Level": 10.45617923, + "Phosphorus_Level": 2.609005198, + "Glucose_Level": 85.29014623, + "Potassium_Level": 4.639675767, + "Sodium_Level": 136.6193845, + "Smoking_Pack_Years": 27.43089973 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.9343549, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 8.693186602, + "Aspartate_Aminotransferase_Level": 28.67041039, + "Creatinine_Level": 1.222166249, + "LDH_Level": 198.3139452, + "Calcium_Level": 9.928305714, + "Phosphorus_Level": 4.84715362, + "Glucose_Level": 100.1427899, + "Potassium_Level": 3.780842961, + "Sodium_Level": 142.4416447, + "Smoking_Pack_Years": 88.18361802 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.16832818, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.64994665, + "White_Blood_Cell_Count": 7.28111284, + "Platelet_Count": 152.6937436, + "Albumin_Level": 4.881422749, + "Alkaline_Phosphatase_Level": 70.98898057, + "Alanine_Aminotransferase_Level": 28.08234033, + "Aspartate_Aminotransferase_Level": 27.49617217, + "Creatinine_Level": 1.250942797, + "LDH_Level": 220.8736113, + "Calcium_Level": 10.16308758, + "Phosphorus_Level": 4.805752772, + "Glucose_Level": 146.8868033, + "Potassium_Level": 4.125103301, + "Sodium_Level": 137.6812299, + "Smoking_Pack_Years": 31.18133667 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.81918049, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.18801213, + "White_Blood_Cell_Count": 6.43582098, + "Platelet_Count": 202.3568715, + "Albumin_Level": 3.959642328, + "Alkaline_Phosphatase_Level": 68.3193375, + "Alanine_Aminotransferase_Level": 32.18212466, + "Aspartate_Aminotransferase_Level": 36.09223501, + "Creatinine_Level": 0.984634907, + "LDH_Level": 204.7819126, + "Calcium_Level": 9.381793202, + "Phosphorus_Level": 4.014453256, + "Glucose_Level": 133.3784883, + "Potassium_Level": 4.990807633, + "Sodium_Level": 135.7114602, + "Smoking_Pack_Years": 71.41435221 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.48159325, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.79911727, + "White_Blood_Cell_Count": 7.266356459, + "Platelet_Count": 379.0231451, + "Albumin_Level": 4.258254253, + "Alkaline_Phosphatase_Level": 31.09054922, + "Alanine_Aminotransferase_Level": 32.98652248, + "Aspartate_Aminotransferase_Level": 18.67849596, + "Creatinine_Level": 0.537890705, + "LDH_Level": 249.3557569, + "Calcium_Level": 8.5113051, + "Phosphorus_Level": 2.927319801, + 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56.01807315, + "Alanine_Aminotransferase_Level": 30.77758191, + "Aspartate_Aminotransferase_Level": 36.43008142, + "Creatinine_Level": 1.478067849, + "LDH_Level": 240.8915094, + "Calcium_Level": 9.843754748, + "Phosphorus_Level": 2.648043008, + "Glucose_Level": 131.3123186, + "Potassium_Level": 4.609282063, + "Sodium_Level": 136.2670217, + "Smoking_Pack_Years": 3.731724388 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.85011947, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.84959882, + "White_Blood_Cell_Count": 9.123731349, + "Platelet_Count": 289.3057947, + "Albumin_Level": 3.865966955, + "Alkaline_Phosphatase_Level": 90.00957893, + "Alanine_Aminotransferase_Level": 25.60418739, + "Aspartate_Aminotransferase_Level": 45.14840465, + "Creatinine_Level": 0.544328167, + "LDH_Level": 248.6920055, + "Calcium_Level": 10.38594666, + "Phosphorus_Level": 2.710546524, + "Glucose_Level": 131.0349055, + "Potassium_Level": 4.571160864, + "Sodium_Level": 143.9231724, + "Smoking_Pack_Years": 5.108812226 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.77540793, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.78460318, + "White_Blood_Cell_Count": 9.564453857, + "Platelet_Count": 230.6502841, + "Albumin_Level": 4.198492349, + "Alkaline_Phosphatase_Level": 87.88985199, + "Alanine_Aminotransferase_Level": 13.05820473, + "Aspartate_Aminotransferase_Level": 47.9002525, + "Creatinine_Level": 0.565876171, + "LDH_Level": 149.6648617, + "Calcium_Level": 8.56340964, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.83168816, + "White_Blood_Cell_Count": 8.953348271, + "Platelet_Count": 310.4770064, + "Albumin_Level": 3.477732899, + "Alkaline_Phosphatase_Level": 48.15430423, + "Alanine_Aminotransferase_Level": 16.53770452, + "Aspartate_Aminotransferase_Level": 46.25295974, + "Creatinine_Level": 0.520035671, + "LDH_Level": 223.7470256, + "Calcium_Level": 9.846798868, + "Phosphorus_Level": 3.755440825, + "Glucose_Level": 83.65762994, + "Potassium_Level": 4.391476697, + "Sodium_Level": 135.0071753, + "Smoking_Pack_Years": 99.97101475 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.38636395, + "White_Blood_Cell_Count": 5.703259906, + "Platelet_Count": 405.8427247, + "Albumin_Level": 3.631431868, + "Alkaline_Phosphatase_Level": 68.21043061, + "Alanine_Aminotransferase_Level": 20.60932665, + "Aspartate_Aminotransferase_Level": 29.07479986, + "Creatinine_Level": 0.537742016, + "LDH_Level": 138.6516754, + "Calcium_Level": 8.031300857, + "Phosphorus_Level": 4.967358316, + "Glucose_Level": 98.79161581, + "Potassium_Level": 4.030160363, + "Sodium_Level": 137.3582044, + "Smoking_Pack_Years": 5.949393416 + }, + { + "Age": 60, + "Gender": 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"LDH_Level": 132.174886, + "Calcium_Level": 8.31213094, + "Phosphorus_Level": 3.970873575, + "Glucose_Level": 119.5889622, + "Potassium_Level": 4.025558893, + "Sodium_Level": 136.0915025, + "Smoking_Pack_Years": 21.73522894 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.48161008, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.60126309, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.1490893, + "White_Blood_Cell_Count": 9.693917665, + "Platelet_Count": 389.0227156, + "Albumin_Level": 3.579572212, + "Alkaline_Phosphatase_Level": 30.93551216, + "Alanine_Aminotransferase_Level": 34.71591873, + "Aspartate_Aminotransferase_Level": 43.0938734, + "Creatinine_Level": 1.26136822, + "LDH_Level": 146.358182, + "Calcium_Level": 9.354915966, + "Phosphorus_Level": 2.849036767, + "Glucose_Level": 124.3750715, + "Potassium_Level": 3.982220897, + "Sodium_Level": 138.0601136, + "Smoking_Pack_Years": 82.64243808 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.98776796, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.8077893, + "White_Blood_Cell_Count": 3.949272355, + "Platelet_Count": 400.5758997, + "Albumin_Level": 3.529196252, + "Alkaline_Phosphatase_Level": 59.63267824, + "Alanine_Aminotransferase_Level": 39.4720038, + "Aspartate_Aminotransferase_Level": 26.6199356, + "Creatinine_Level": 1.356629871, + "LDH_Level": 182.516037, + "Calcium_Level": 10.25048239, + "Phosphorus_Level": 4.415900783, + "Glucose_Level": 137.5578504, + "Potassium_Level": 4.736780594, + "Sodium_Level": 137.9846425, + "Smoking_Pack_Years": 87.59557186 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.95762646, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.32846669, + "White_Blood_Cell_Count": 7.381959745, + "Platelet_Count": 220.14093, + "Albumin_Level": 3.609143847, + "Alkaline_Phosphatase_Level": 41.30267402, + "Alanine_Aminotransferase_Level": 6.828871045, + "Aspartate_Aminotransferase_Level": 14.22175831, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.98050257, + "White_Blood_Cell_Count": 9.415414403, + "Platelet_Count": 371.8184783, + "Albumin_Level": 4.657543431, + "Alkaline_Phosphatase_Level": 53.13195622, + "Alanine_Aminotransferase_Level": 6.267245567, + "Aspartate_Aminotransferase_Level": 15.72189961, + "Creatinine_Level": 1.027677959, + "LDH_Level": 209.6728221, + "Calcium_Level": 8.131780606, + "Phosphorus_Level": 4.726523803, + "Glucose_Level": 140.3142753, + "Potassium_Level": 4.792966812, + "Sodium_Level": 137.5289722, + "Smoking_Pack_Years": 33.90410848 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.90051196, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.79979178, + "White_Blood_Cell_Count": 6.030846533, + "Platelet_Count": 304.650852, + "Albumin_Level": 4.945379395, + "Alkaline_Phosphatase_Level": 44.19658822, + "Alanine_Aminotransferase_Level": 33.48509859, + "Aspartate_Aminotransferase_Level": 37.8149244, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.79405049, + "White_Blood_Cell_Count": 5.175989255, + "Platelet_Count": 203.3050644, + "Albumin_Level": 3.48341512, + "Alkaline_Phosphatase_Level": 71.70406882, + "Alanine_Aminotransferase_Level": 13.16424941, + "Aspartate_Aminotransferase_Level": 31.55324532, + "Creatinine_Level": 0.748000424, + "LDH_Level": 173.8525484, + "Calcium_Level": 8.980868731, + "Phosphorus_Level": 4.479412451, + "Glucose_Level": 118.933183, + "Potassium_Level": 3.773107335, + "Sodium_Level": 141.2009558, + "Smoking_Pack_Years": 31.46875565 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.88070749, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 41.23691198, + "Creatinine_Level": 1.181189968, + "LDH_Level": 238.0583041, + "Calcium_Level": 9.724244693, + "Phosphorus_Level": 4.124365008, + "Glucose_Level": 112.6526613, + "Potassium_Level": 4.874145153, + "Sodium_Level": 139.5971476, + "Smoking_Pack_Years": 56.3865034 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.34001251, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.14923329, + "White_Blood_Cell_Count": 6.568517824, + "Platelet_Count": 272.6173412, + "Albumin_Level": 4.155779682, + "Alkaline_Phosphatase_Level": 107.9686853, + "Alanine_Aminotransferase_Level": 36.6002604, + "Aspartate_Aminotransferase_Level": 38.22945325, + "Creatinine_Level": 1.077692298, + "LDH_Level": 152.0012969, + "Calcium_Level": 9.179239401, + "Phosphorus_Level": 4.084283912, + "Glucose_Level": 71.78200772, + "Potassium_Level": 4.403434323, + "Sodium_Level": 136.7279045, + "Smoking_Pack_Years": 21.14758767 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.19407655, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Alanine_Aminotransferase_Level": 25.80129394, + "Aspartate_Aminotransferase_Level": 34.48933675, + "Creatinine_Level": 0.627502406, + "LDH_Level": 102.9945239, + "Calcium_Level": 8.125331568, + "Phosphorus_Level": 4.060431989, + "Glucose_Level": 145.5266849, + "Potassium_Level": 3.720102239, + "Sodium_Level": 141.9103194, + "Smoking_Pack_Years": 32.47049118 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.76290063, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.02743617, + "White_Blood_Cell_Count": 8.223913805, + "Platelet_Count": 448.9184757, + "Albumin_Level": 3.915114069, + "Alkaline_Phosphatase_Level": 41.99550331, + "Alanine_Aminotransferase_Level": 29.23348194, + "Aspartate_Aminotransferase_Level": 23.87226475, + "Creatinine_Level": 1.261823688, + "LDH_Level": 188.8093898, + "Calcium_Level": 9.40912382, + "Phosphorus_Level": 4.492833366, + "Glucose_Level": 71.00152909, + "Potassium_Level": 4.415917759, + "Sodium_Level": 141.6462166, + "Smoking_Pack_Years": 51.38877558 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.02423879, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.59133335, + "White_Blood_Cell_Count": 9.857258597, + "Platelet_Count": 265.4613234, + "Albumin_Level": 3.79177982, + "Alkaline_Phosphatase_Level": 76.50816625, + "Alanine_Aminotransferase_Level": 10.02735122, + "Aspartate_Aminotransferase_Level": 26.2051716, + "Creatinine_Level": 1.282812837, + "LDH_Level": 141.9142176, + "Calcium_Level": 10.38195838, + "Phosphorus_Level": 4.551875612, + "Glucose_Level": 122.2378482, + "Potassium_Level": 4.660186576, + "Sodium_Level": 137.1215825, + "Smoking_Pack_Years": 25.9567875 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.43015774, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.07242627, + "White_Blood_Cell_Count": 4.59041897, + "Platelet_Count": 244.9741865, + "Albumin_Level": 3.758327381, + "Alkaline_Phosphatase_Level": 89.56426829, + "Alanine_Aminotransferase_Level": 14.41931061, + "Aspartate_Aminotransferase_Level": 22.05648313, + "Creatinine_Level": 1.285697315, + "LDH_Level": 164.9425391, + "Calcium_Level": 8.888444343, + "Phosphorus_Level": 4.155677942, + "Glucose_Level": 108.8471065, + "Potassium_Level": 3.888668992, + "Sodium_Level": 143.8325703, + "Smoking_Pack_Years": 4.461957072 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.90004031, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.66002088, + "White_Blood_Cell_Count": 9.919165802, + "Platelet_Count": 400.9756111, + "Albumin_Level": 3.861302612, + "Alkaline_Phosphatase_Level": 90.03134401, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.75908891, + "White_Blood_Cell_Count": 3.558725924, + "Platelet_Count": 200.6194066, + "Albumin_Level": 4.746640091, + "Alkaline_Phosphatase_Level": 86.24436433, + "Alanine_Aminotransferase_Level": 17.93152137, + "Aspartate_Aminotransferase_Level": 24.64180335, + "Creatinine_Level": 1.332546659, + "LDH_Level": 143.7918478, + "Calcium_Level": 8.754058198, + "Phosphorus_Level": 3.597886132, + "Glucose_Level": 146.3487958, + "Potassium_Level": 4.929781469, + "Sodium_Level": 138.2595535, + "Smoking_Pack_Years": 49.13725351 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.87134738, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.4113549, + "White_Blood_Cell_Count": 6.790021361, + "Platelet_Count": 174.9134481, + "Albumin_Level": 3.791662149, + "Alkaline_Phosphatase_Level": 91.98054279, + "Alanine_Aminotransferase_Level": 39.75677579, + "Aspartate_Aminotransferase_Level": 19.23804187, + "Creatinine_Level": 1.276851438, + "LDH_Level": 178.7103915, + "Calcium_Level": 10.36655766, + "Phosphorus_Level": 4.946578708, + "Glucose_Level": 113.8933669, + "Potassium_Level": 3.624487504, + "Sodium_Level": 137.8538254, + "Smoking_Pack_Years": 17.12596226 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.08502787, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.14137934, + "White_Blood_Cell_Count": 4.663071057, + "Platelet_Count": 166.4030456, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.7275411, + "White_Blood_Cell_Count": 9.028410764, + "Platelet_Count": 264.5268134, + "Albumin_Level": 4.787777385, + "Alkaline_Phosphatase_Level": 55.33440651, + "Alanine_Aminotransferase_Level": 15.08287409, + "Aspartate_Aminotransferase_Level": 43.9562327, + "Creatinine_Level": 0.756373447, + "LDH_Level": 128.7129611, + "Calcium_Level": 9.27752866, + "Phosphorus_Level": 2.514133636, + "Glucose_Level": 85.83283319, + "Potassium_Level": 3.993516725, + "Sodium_Level": 140.4072605, + "Smoking_Pack_Years": 55.94443 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.26119664, + "White_Blood_Cell_Count": 7.763196927, + "Platelet_Count": 303.6251289, + "Albumin_Level": 4.186157941, + "Alkaline_Phosphatase_Level": 113.3306658, + "Alanine_Aminotransferase_Level": 39.56419982, + "Aspartate_Aminotransferase_Level": 47.63585761, + "Creatinine_Level": 0.958293041, + "LDH_Level": 162.0793563, + "Calcium_Level": 8.554578397, + "Phosphorus_Level": 4.447500695, + "Glucose_Level": 91.03976962, + "Potassium_Level": 4.994177919, + "Sodium_Level": 142.3558204, + "Smoking_Pack_Years": 88.19736567 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.39186541, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.27794623, + "White_Blood_Cell_Count": 9.816385295, + "Platelet_Count": 161.4639646, + "Albumin_Level": 4.487535523, + "Alkaline_Phosphatase_Level": 85.9105233, + "Alanine_Aminotransferase_Level": 11.40520207, + "Aspartate_Aminotransferase_Level": 23.21708907, + "Creatinine_Level": 0.819026359, + "LDH_Level": 243.882143, + "Calcium_Level": 9.142371762, + "Phosphorus_Level": 2.973882537, + "Glucose_Level": 86.78981323, + "Potassium_Level": 4.139032732, + "Sodium_Level": 139.0732763, + "Smoking_Pack_Years": 9.846447176 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.86079681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.42555229, + "White_Blood_Cell_Count": 4.774392726, + "Platelet_Count": 324.7341976, + "Albumin_Level": 4.237758733, + "Alkaline_Phosphatase_Level": 32.12917528, + "Alanine_Aminotransferase_Level": 23.96070854, + "Aspartate_Aminotransferase_Level": 26.9026061, + "Creatinine_Level": 0.853681701, + "LDH_Level": 194.4381757, + "Calcium_Level": 8.724599226, + "Phosphorus_Level": 2.81890599, + "Glucose_Level": 102.2115685, + "Potassium_Level": 4.06369918, + "Sodium_Level": 139.4008645, + "Smoking_Pack_Years": 77.5984345 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.69245051, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.03388422, + "White_Blood_Cell_Count": 9.144883998, + "Platelet_Count": 314.0897595, + "Albumin_Level": 3.275792628, + "Alkaline_Phosphatase_Level": 67.66447381, + "Alanine_Aminotransferase_Level": 11.93545915, + "Aspartate_Aminotransferase_Level": 45.04182973, + "Creatinine_Level": 0.953978383, + "LDH_Level": 194.3942197, + "Calcium_Level": 10.28034816, + "Phosphorus_Level": 2.84087043, + "Glucose_Level": 113.5639913, + "Potassium_Level": 4.844986554, + "Sodium_Level": 139.5526725, + "Smoking_Pack_Years": 87.43656046 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.59224148, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.67899079, + "White_Blood_Cell_Count": 9.077184727, + "Platelet_Count": 341.9258283, + "Albumin_Level": 4.069109639, + "Alkaline_Phosphatase_Level": 85.18169828, + "Alanine_Aminotransferase_Level": 18.57408543, + "Aspartate_Aminotransferase_Level": 25.84192734, + "Creatinine_Level": 1.042020903, + "LDH_Level": 106.7247233, + "Calcium_Level": 9.747482747, + "Phosphorus_Level": 4.038196576, + "Glucose_Level": 110.6123758, + "Potassium_Level": 4.869133522, + "Sodium_Level": 140.2082493, + "Smoking_Pack_Years": 34.11303019 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.87588707, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.92245101, + "White_Blood_Cell_Count": 8.580458458, + "Platelet_Count": 369.5438221, + "Albumin_Level": 4.585538872, + "Alkaline_Phosphatase_Level": 80.5942694, + "Alanine_Aminotransferase_Level": 18.57288455, + "Aspartate_Aminotransferase_Level": 23.6620087, + "Creatinine_Level": 1.480577147, + "LDH_Level": 102.8223321, + "Calcium_Level": 9.141132478, + "Phosphorus_Level": 3.576019889, + "Glucose_Level": 120.6984158, + "Potassium_Level": 4.398768449, + "Sodium_Level": 141.3476979, + "Smoking_Pack_Years": 40.68036169 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.34535639, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.83296914, + "White_Blood_Cell_Count": 5.718378432, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.71753204, + "White_Blood_Cell_Count": 9.079001368, + "Platelet_Count": 334.7360386, + "Albumin_Level": 3.77798625, + "Alkaline_Phosphatase_Level": 64.01311593, + "Alanine_Aminotransferase_Level": 11.52271787, + "Aspartate_Aminotransferase_Level": 39.62410304, + "Creatinine_Level": 1.176891464, + "LDH_Level": 148.3602749, + "Calcium_Level": 10.09111816, + "Phosphorus_Level": 4.508498357, + "Glucose_Level": 76.26065981, + "Potassium_Level": 4.256218887, + "Sodium_Level": 143.6556089, + "Smoking_Pack_Years": 0.689601833 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.46983152, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.43960057, + "White_Blood_Cell_Count": 7.618135372, + "Platelet_Count": 234.2720256, + "Albumin_Level": 3.776413363, + "Alkaline_Phosphatase_Level": 93.94845339, + "Alanine_Aminotransferase_Level": 33.44042712, + "Aspartate_Aminotransferase_Level": 22.87697549, + "Creatinine_Level": 0.653841706, + "LDH_Level": 138.8608459, + "Calcium_Level": 8.011809006, + "Phosphorus_Level": 3.493015433, + "Glucose_Level": 79.98117404, + "Potassium_Level": 3.987352549, + "Sodium_Level": 136.1292169, + "Smoking_Pack_Years": 67.2975137 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.90846221, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.17797612, + "White_Blood_Cell_Count": 4.344613281, + "Platelet_Count": 257.7445799, + "Albumin_Level": 3.302767914, + "Alkaline_Phosphatase_Level": 105.6965695, + "Alanine_Aminotransferase_Level": 24.35741837, + "Aspartate_Aminotransferase_Level": 33.2779721, + "Creatinine_Level": 1.176482984, + "LDH_Level": 151.8562344, + "Calcium_Level": 8.692657595, + "Phosphorus_Level": 2.595752022, + "Glucose_Level": 113.8050993, + "Potassium_Level": 3.599501917, + "Sodium_Level": 140.9790065, + "Smoking_Pack_Years": 75.63861365 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.68348777, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.88625176, + "White_Blood_Cell_Count": 4.131808533, + "Platelet_Count": 345.3324965, + "Albumin_Level": 3.710107066, + "Alkaline_Phosphatase_Level": 35.63237419, + "Alanine_Aminotransferase_Level": 39.2120395, + "Aspartate_Aminotransferase_Level": 13.50412988, + "Creatinine_Level": 1.321324738, + "LDH_Level": 193.1131666, + "Calcium_Level": 9.060361428, + "Phosphorus_Level": 3.269190737, + "Glucose_Level": 115.5834057, + "Potassium_Level": 4.923839406, + "Sodium_Level": 137.0407835, + "Smoking_Pack_Years": 84.92244093 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.46053142, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.38191888, + "White_Blood_Cell_Count": 8.131857666, + "Platelet_Count": 194.7101227, + "Albumin_Level": 3.628471312, + "Alkaline_Phosphatase_Level": 79.13513101, + "Alanine_Aminotransferase_Level": 6.541326546, + "Aspartate_Aminotransferase_Level": 30.75013796, + "Creatinine_Level": 1.163252732, + "LDH_Level": 219.0719427, + "Calcium_Level": 9.367678628, + "Phosphorus_Level": 4.567615604, + "Glucose_Level": 134.8133386, + "Potassium_Level": 3.61881117, + "Sodium_Level": 140.5178838, + "Smoking_Pack_Years": 67.75183243 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.14859148, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + 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138.5512224, + "Smoking_Pack_Years": 74.03494679 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.87952944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.82259164, + "White_Blood_Cell_Count": 4.351214027, + "Platelet_Count": 254.9437035, + "Albumin_Level": 3.069423653, + "Alkaline_Phosphatase_Level": 84.00079806, + "Alanine_Aminotransferase_Level": 20.09117533, + "Aspartate_Aminotransferase_Level": 47.18378162, + "Creatinine_Level": 0.818443542, + "LDH_Level": 131.7539954, + "Calcium_Level": 8.812068768, + "Phosphorus_Level": 3.288403468, + "Glucose_Level": 121.5356544, + "Potassium_Level": 4.131163271, + "Sodium_Level": 135.2575638, + "Smoking_Pack_Years": 60.17414718 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.24263101, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.18457178, + "White_Blood_Cell_Count": 8.408493174, + "Platelet_Count": 252.3407164, + "Albumin_Level": 3.470231152, + "Alkaline_Phosphatase_Level": 48.94703056, + "Alanine_Aminotransferase_Level": 27.0246175, + "Aspartate_Aminotransferase_Level": 34.26651316, + "Creatinine_Level": 1.349330131, + "LDH_Level": 152.2214035, + "Calcium_Level": 10.08674323, + "Phosphorus_Level": 4.99192203, + "Glucose_Level": 105.4910946, + "Potassium_Level": 3.852745893, + "Sodium_Level": 141.0130187, + "Smoking_Pack_Years": 52.86949549 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.97770039, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.51322843, + "White_Blood_Cell_Count": 8.555709445, + "Platelet_Count": 403.4342683, + "Albumin_Level": 3.121301952, + "Alkaline_Phosphatase_Level": 99.3131653, + "Alanine_Aminotransferase_Level": 9.18237694, + "Aspartate_Aminotransferase_Level": 49.2454274, + "Creatinine_Level": 0.982168142, + "LDH_Level": 109.2273359, + "Calcium_Level": 9.326694997, + "Phosphorus_Level": 3.16392949, + "Glucose_Level": 124.3953047, + "Potassium_Level": 4.080679857, + "Sodium_Level": 138.4392515, + "Smoking_Pack_Years": 0.600941662 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.93463126, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.24822211, + "White_Blood_Cell_Count": 4.1837855, + "Platelet_Count": 207.6000205, + "Albumin_Level": 4.453136572, + "Alkaline_Phosphatase_Level": 43.47440196, + "Alanine_Aminotransferase_Level": 28.5242729, + "Aspartate_Aminotransferase_Level": 25.53517532, + "Creatinine_Level": 1.222047033, + "LDH_Level": 180.1732141, + "Calcium_Level": 10.10394928, + "Phosphorus_Level": 3.973257488, + "Glucose_Level": 137.2549257, + "Potassium_Level": 4.563985803, + "Sodium_Level": 139.9702739, + "Smoking_Pack_Years": 14.57108949 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.97173622, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.48601337, + "White_Blood_Cell_Count": 8.252795419, + "Platelet_Count": 222.9579639, + "Albumin_Level": 4.343642239, + "Alkaline_Phosphatase_Level": 31.04887329, + "Alanine_Aminotransferase_Level": 27.92064369, + "Aspartate_Aminotransferase_Level": 20.25490507, + "Creatinine_Level": 0.822172131, + "LDH_Level": 228.8845901, + "Calcium_Level": 9.124141203, + "Phosphorus_Level": 4.223667939, + "Glucose_Level": 119.7079353, + "Potassium_Level": 4.364928504, + "Sodium_Level": 137.0014541, + "Smoking_Pack_Years": 69.96141838 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.93823712, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.27486033, + "White_Blood_Cell_Count": 3.525873222, + "Platelet_Count": 340.9765033, + "Albumin_Level": 3.166226365, + "Alkaline_Phosphatase_Level": 110.7179495, + "Alanine_Aminotransferase_Level": 17.9295733, + "Aspartate_Aminotransferase_Level": 22.55320002, + "Creatinine_Level": 1.184201212, + "LDH_Level": 220.1561038, + "Calcium_Level": 9.219964204, + "Phosphorus_Level": 4.019669553, + "Glucose_Level": 118.6124958, + "Potassium_Level": 4.264446878, + "Sodium_Level": 136.2787875, + "Smoking_Pack_Years": 43.92219576 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.95613774, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.39943802, + "White_Blood_Cell_Count": 5.021419056, + "Platelet_Count": 177.8403189, + "Albumin_Level": 4.150877634, + "Alkaline_Phosphatase_Level": 70.61973123, + "Alanine_Aminotransferase_Level": 39.92186653, + "Aspartate_Aminotransferase_Level": 38.10762691, + "Creatinine_Level": 0.830120731, + "LDH_Level": 212.6638601, + "Calcium_Level": 9.882350791, + "Phosphorus_Level": 3.934585734, + "Glucose_Level": 83.38135, + "Potassium_Level": 4.417900722, + "Sodium_Level": 139.3614311, + "Smoking_Pack_Years": 70.59091623 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.2321148, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.04373822, + "White_Blood_Cell_Count": 5.126192145, + "Platelet_Count": 391.5724327, + "Albumin_Level": 4.715321281, + "Alkaline_Phosphatase_Level": 73.49699879, + "Alanine_Aminotransferase_Level": 17.15166382, + "Aspartate_Aminotransferase_Level": 22.97557816, + "Creatinine_Level": 0.869465649, + "LDH_Level": 144.955982, + "Calcium_Level": 9.653108006, + "Phosphorus_Level": 4.615991883, + "Glucose_Level": 144.799244, + "Potassium_Level": 4.965538059, + "Sodium_Level": 138.389819, + "Smoking_Pack_Years": 8.508008725 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.52953919, + "White_Blood_Cell_Count": 8.173528891, + "Platelet_Count": 226.492491, + "Albumin_Level": 3.729217243, + "Alkaline_Phosphatase_Level": 69.36747425, + "Alanine_Aminotransferase_Level": 38.91491951, + "Aspartate_Aminotransferase_Level": 29.2837189, + "Creatinine_Level": 1.206427057, + "LDH_Level": 176.046889, + "Calcium_Level": 10.3139014, + "Phosphorus_Level": 3.071408094, + "Glucose_Level": 130.1451644, + "Potassium_Level": 4.309902178, + "Sodium_Level": 140.2539379, + "Smoking_Pack_Years": 62.75939237 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 37.07687376, + "Alanine_Aminotransferase_Level": 37.18249044, + "Aspartate_Aminotransferase_Level": 21.02883764, + "Creatinine_Level": 1.058053315, + "LDH_Level": 132.5095663, + "Calcium_Level": 8.988849046, + "Phosphorus_Level": 4.577964291, + "Glucose_Level": 130.4723409, + "Potassium_Level": 4.629543235, + "Sodium_Level": 136.9076825, + "Smoking_Pack_Years": 60.03538688 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.36826021, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.15395477, + "White_Blood_Cell_Count": 3.669904885, + "Platelet_Count": 265.9397037, + "Albumin_Level": 4.539884736, + "Alkaline_Phosphatase_Level": 58.63831012, + "Alanine_Aminotransferase_Level": 9.276279338, + "Aspartate_Aminotransferase_Level": 30.1434165, + "Creatinine_Level": 1.181650358, + "LDH_Level": 180.7085428, + "Calcium_Level": 9.21245076, + "Phosphorus_Level": 3.945513968, + "Glucose_Level": 130.8164501, + "Potassium_Level": 3.676595495, + "Sodium_Level": 135.8065701, + "Smoking_Pack_Years": 5.289722402 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.95136269, + "White_Blood_Cell_Count": 6.427824041, + "Platelet_Count": 340.3165929, + "Albumin_Level": 3.416010822, + "Alkaline_Phosphatase_Level": 111.006183, + "Alanine_Aminotransferase_Level": 26.54943327, + "Aspartate_Aminotransferase_Level": 21.70926297, + "Creatinine_Level": 1.35942036, + "LDH_Level": 212.3666097, + "Calcium_Level": 8.501264638, + "Phosphorus_Level": 4.80815778, + "Glucose_Level": 107.9407332, + "Potassium_Level": 4.744057, + "Sodium_Level": 142.1350078, + "Smoking_Pack_Years": 29.46781166 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.62155436, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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143.0320964, + "Smoking_Pack_Years": 84.28008574 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.26175395, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.96115727, + "White_Blood_Cell_Count": 7.075524025, + "Platelet_Count": 163.2701383, + "Albumin_Level": 3.60279723, + "Alkaline_Phosphatase_Level": 88.05450531, + "Alanine_Aminotransferase_Level": 31.59766549, + "Aspartate_Aminotransferase_Level": 26.09994688, + "Creatinine_Level": 0.826062028, + "LDH_Level": 244.525435, + "Calcium_Level": 9.644084299, + "Phosphorus_Level": 3.264040433, + "Glucose_Level": 115.9214101, + "Potassium_Level": 3.757017233, + "Sodium_Level": 143.7971554, + "Smoking_Pack_Years": 69.57310329 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.34893807, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 83, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.82221721, + "White_Blood_Cell_Count": 3.745216003, + "Platelet_Count": 220.7646126, + "Albumin_Level": 4.981663156, + "Alkaline_Phosphatase_Level": 86.05582988, + "Alanine_Aminotransferase_Level": 23.76877179, + "Aspartate_Aminotransferase_Level": 16.93598989, + "Creatinine_Level": 0.715273481, + "LDH_Level": 249.8752042, + "Calcium_Level": 8.437930317, + "Phosphorus_Level": 3.367186838, + "Glucose_Level": 70.18036291, + "Potassium_Level": 4.719440739, + "Sodium_Level": 141.1002224, + "Smoking_Pack_Years": 70.00155911 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.34078838, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.41713679, + "White_Blood_Cell_Count": 9.058421971, + "Platelet_Count": 291.1162675, + "Albumin_Level": 3.547458196, + "Alkaline_Phosphatase_Level": 92.97306808, + "Alanine_Aminotransferase_Level": 14.14347597, + "Aspartate_Aminotransferase_Level": 27.52832481, + "Creatinine_Level": 0.549806146, + "LDH_Level": 217.0912459, + "Calcium_Level": 10.19951959, + "Phosphorus_Level": 2.868527114, + "Glucose_Level": 113.4890731, + "Potassium_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.90418873, + "White_Blood_Cell_Count": 4.076799854, + "Platelet_Count": 175.5687951, + "Albumin_Level": 4.957323536, + "Alkaline_Phosphatase_Level": 94.91198274, + "Alanine_Aminotransferase_Level": 35.90412435, + "Aspartate_Aminotransferase_Level": 18.76599559, + "Creatinine_Level": 0.592366329, + "LDH_Level": 198.894592, + "Calcium_Level": 8.961468239, + "Phosphorus_Level": 3.511937087, + "Glucose_Level": 88.60636341, + "Potassium_Level": 3.9612608, + "Sodium_Level": 140.7364305, + "Smoking_Pack_Years": 54.57396665 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.17446403, + "White_Blood_Cell_Count": 7.264842423, + "Platelet_Count": 200.1127438, + "Albumin_Level": 3.254892201, + "Alkaline_Phosphatase_Level": 114.6693539, + "Alanine_Aminotransferase_Level": 16.55895109, + "Aspartate_Aminotransferase_Level": 34.26946011, + "Creatinine_Level": 0.551222491, + "LDH_Level": 249.7895794, + "Calcium_Level": 9.217726911, + "Phosphorus_Level": 4.949735124, + "Glucose_Level": 119.7351023, + "Potassium_Level": 4.551890539, + "Sodium_Level": 137.2213485, + "Smoking_Pack_Years": 50.64925817 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": 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"Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.61834139, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.03854086, + "White_Blood_Cell_Count": 6.16212373, + "Platelet_Count": 296.5334607, + "Albumin_Level": 4.921614583, + "Alkaline_Phosphatase_Level": 40.51040666, + "Alanine_Aminotransferase_Level": 7.491240321, + "Aspartate_Aminotransferase_Level": 22.15258605, + "Creatinine_Level": 1.024772714, + "LDH_Level": 244.0635939, + "Calcium_Level": 8.207648073, + "Phosphorus_Level": 3.048098713, + "Glucose_Level": 148.1020868, + "Potassium_Level": 3.584062666, + "Sodium_Level": 144.9040881, + "Smoking_Pack_Years": 85.27920389 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.38601229, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.51595393, + "White_Blood_Cell_Count": 3.582321789, + "Platelet_Count": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.00803122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.93181004, + "White_Blood_Cell_Count": 7.652463277, + "Platelet_Count": 369.1662835, + "Albumin_Level": 3.448832794, + "Alkaline_Phosphatase_Level": 63.04347899, + "Alanine_Aminotransferase_Level": 23.52561969, + "Aspartate_Aminotransferase_Level": 10.55231375, + "Creatinine_Level": 1.118263065, + "LDH_Level": 239.5083222, + "Calcium_Level": 8.300613945, + "Phosphorus_Level": 4.711014223, + "Glucose_Level": 95.72087281, + "Potassium_Level": 4.672139946, + "Sodium_Level": 139.0518781, + "Smoking_Pack_Years": 68.72179962 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.85986256, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.83582736, + "White_Blood_Cell_Count": 5.722791807, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.60243243, + "White_Blood_Cell_Count": 8.123259345, + "Platelet_Count": 434.5366987, + "Albumin_Level": 3.122994045, + "Alkaline_Phosphatase_Level": 97.3990132, + "Alanine_Aminotransferase_Level": 16.95807825, + "Aspartate_Aminotransferase_Level": 19.8848798, + "Creatinine_Level": 1.436627624, + "LDH_Level": 172.443596, + "Calcium_Level": 8.886328196, + "Phosphorus_Level": 3.17570263, + "Glucose_Level": 131.147634, + "Potassium_Level": 4.744052621, + "Sodium_Level": 140.1578581, + "Smoking_Pack_Years": 94.62620687 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.02183656, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.93940668, + "White_Blood_Cell_Count": 3.880174584, + "Platelet_Count": 251.4458287, + "Albumin_Level": 3.506726801, + "Alkaline_Phosphatase_Level": 84.2904723, + "Alanine_Aminotransferase_Level": 23.3129112, + "Aspartate_Aminotransferase_Level": 30.63094418, + "Creatinine_Level": 0.917697998, + "LDH_Level": 204.1392316, + "Calcium_Level": 10.21637678, + "Phosphorus_Level": 2.5681817, + "Glucose_Level": 108.6374297, + "Potassium_Level": 4.246482923, + "Sodium_Level": 142.2403976, + "Smoking_Pack_Years": 37.72749077 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.25401202, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.05100949, + "White_Blood_Cell_Count": 5.32306481, + "Platelet_Count": 397.3872201, + "Albumin_Level": 3.28201045, + "Alkaline_Phosphatase_Level": 43.38239539, + "Alanine_Aminotransferase_Level": 23.38720894, + "Aspartate_Aminotransferase_Level": 20.11745314, + "Creatinine_Level": 1.098760084, + "LDH_Level": 133.5893914, + "Calcium_Level": 8.877723918, + "Phosphorus_Level": 4.014398187, + "Glucose_Level": 117.1340283, + "Potassium_Level": 4.727827726, + "Sodium_Level": 139.4925821, + "Smoking_Pack_Years": 98.2282839 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.46861564, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.81532044, + "White_Blood_Cell_Count": 6.462182157, + "Platelet_Count": 399.5863843, + "Albumin_Level": 3.052832649, + "Alkaline_Phosphatase_Level": 109.3213934, + "Alanine_Aminotransferase_Level": 8.741253975, + "Aspartate_Aminotransferase_Level": 21.92638828, + "Creatinine_Level": 1.228920234, + "LDH_Level": 166.7888233, + "Calcium_Level": 9.437013511, + "Phosphorus_Level": 3.242698639, + "Glucose_Level": 102.9409957, + "Potassium_Level": 3.854929397, + "Sodium_Level": 136.7942552, + "Smoking_Pack_Years": 22.86271936 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.14479206, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.69344745, + "White_Blood_Cell_Count": 5.6229775, + "Platelet_Count": 151.3543147, + "Albumin_Level": 3.543399949, + "Alkaline_Phosphatase_Level": 70.54191059, + "Alanine_Aminotransferase_Level": 7.865549451, + "Aspartate_Aminotransferase_Level": 43.78995626, + "Creatinine_Level": 1.207130365, + "LDH_Level": 170.3069171, + "Calcium_Level": 8.088921471, + "Phosphorus_Level": 2.506007698, + "Glucose_Level": 101.0044464, + "Potassium_Level": 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33.62225917, + "Aspartate_Aminotransferase_Level": 40.25231789, + "Creatinine_Level": 1.085894969, + "LDH_Level": 141.2265723, + "Calcium_Level": 8.668594945, + "Phosphorus_Level": 4.052503503, + "Glucose_Level": 77.36320624, + "Potassium_Level": 4.440829207, + "Sodium_Level": 135.4028961, + "Smoking_Pack_Years": 33.07637744 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.5735751, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 98, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.12615821, + "White_Blood_Cell_Count": 5.751820546, + "Platelet_Count": 400.1264681, + "Albumin_Level": 3.837288068, + "Alkaline_Phosphatase_Level": 67.75885967, + "Alanine_Aminotransferase_Level": 9.366316065, + "Aspartate_Aminotransferase_Level": 22.21852594, + "Creatinine_Level": 1.195231404, + "LDH_Level": 113.1858731, + "Calcium_Level": 9.629465105, + "Phosphorus_Level": 2.838440417, + "Glucose_Level": 144.7063363, + "Potassium_Level": 4.287016219, + "Sodium_Level": 142.6432635, + "Smoking_Pack_Years": 0.524596324 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.89207714, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.86852042, + "White_Blood_Cell_Count": 6.092080644, + "Platelet_Count": 426.1782204, + "Albumin_Level": 3.131980997, + "Alkaline_Phosphatase_Level": 116.6318843, + "Alanine_Aminotransferase_Level": 31.98975284, + "Aspartate_Aminotransferase_Level": 46.57105402, + "Creatinine_Level": 0.51995968, + "LDH_Level": 107.75726, + "Calcium_Level": 9.279089453, + "Phosphorus_Level": 2.834606767, + "Glucose_Level": 92.55315857, + "Potassium_Level": 4.361337551, + "Sodium_Level": 143.758047, + "Smoking_Pack_Years": 79.384835 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.0589, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.45329749, + "White_Blood_Cell_Count": 9.955866979, + "Platelet_Count": 314.0008277, + "Albumin_Level": 4.625228968, + "Alkaline_Phosphatase_Level": 75.09039215, + "Alanine_Aminotransferase_Level": 5.813147117, + "Aspartate_Aminotransferase_Level": 45.45007999, + "Creatinine_Level": 1.496847915, + "LDH_Level": 225.5377434, + "Calcium_Level": 10.02544079, + "Phosphorus_Level": 4.036057723, + "Glucose_Level": 90.54036548, + "Potassium_Level": 4.632470446, + "Sodium_Level": 140.1244553, + "Smoking_Pack_Years": 62.95474766 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.53668282, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.87761938, + "White_Blood_Cell_Count": 9.053428765, + "Platelet_Count": 185.3256504, + "Albumin_Level": 4.002287982, + "Alkaline_Phosphatase_Level": 53.84570639, + "Alanine_Aminotransferase_Level": 23.0274078, + "Aspartate_Aminotransferase_Level": 10.72893152, + "Creatinine_Level": 0.735157103, + "LDH_Level": 242.0229623, + "Calcium_Level": 9.6040952, + "Phosphorus_Level": 3.37052693, + "Glucose_Level": 91.88298768, + "Potassium_Level": 4.573644734, + "Sodium_Level": 143.239669, + "Smoking_Pack_Years": 97.12477736 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.53847929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.81504267, + "White_Blood_Cell_Count": 8.110778653, + "Platelet_Count": 433.969709, + "Albumin_Level": 4.694095492, + "Alkaline_Phosphatase_Level": 38.00618944, + "Alanine_Aminotransferase_Level": 20.11684055, + "Aspartate_Aminotransferase_Level": 47.73624341, + "Creatinine_Level": 0.974450642, + "LDH_Level": 169.5967184, + "Calcium_Level": 10.4713758, + "Phosphorus_Level": 4.236656081, + "Glucose_Level": 99.09633589, + "Potassium_Level": 4.093192343, + "Sodium_Level": 138.0322916, + "Smoking_Pack_Years": 73.013482 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.07022331, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.6493217, + "White_Blood_Cell_Count": 6.990131727, + "Platelet_Count": 290.6437273, + "Albumin_Level": 4.475086478, + "Alkaline_Phosphatase_Level": 75.07544869, + "Alanine_Aminotransferase_Level": 38.01871567, + "Aspartate_Aminotransferase_Level": 19.95504157, + "Creatinine_Level": 1.415083799, + "LDH_Level": 238.5661376, + "Calcium_Level": 9.191372697, + "Phosphorus_Level": 4.519281251, + "Glucose_Level": 131.1517463, + "Potassium_Level": 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9.662897515, + "Aspartate_Aminotransferase_Level": 48.72329663, + "Creatinine_Level": 0.597531187, + "LDH_Level": 196.5962242, + "Calcium_Level": 10.44089638, + "Phosphorus_Level": 4.960495638, + "Glucose_Level": 108.8307649, + "Potassium_Level": 4.512938614, + "Sodium_Level": 140.6833132, + "Smoking_Pack_Years": 52.90554922 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.57607122, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.36357591, + "White_Blood_Cell_Count": 7.833657724, + "Platelet_Count": 360.2729671, + "Albumin_Level": 3.16740645, + "Alkaline_Phosphatase_Level": 64.36135033, + "Alanine_Aminotransferase_Level": 13.47490198, + "Aspartate_Aminotransferase_Level": 38.12821759, + "Creatinine_Level": 0.744983447, + "LDH_Level": 242.5967617, + "Calcium_Level": 10.10790935, + "Phosphorus_Level": 4.826619664, + "Glucose_Level": 134.5392196, + "Potassium_Level": 3.778038099, + "Sodium_Level": 138.2161704, + "Smoking_Pack_Years": 72.23165935 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.90680539, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.96431057, + "White_Blood_Cell_Count": 5.80199845, + "Platelet_Count": 255.7349172, + "Albumin_Level": 4.467290523, + "Alkaline_Phosphatase_Level": 96.28892622, + "Alanine_Aminotransferase_Level": 28.27426888, + "Aspartate_Aminotransferase_Level": 19.99118128, + "Creatinine_Level": 0.532910664, + "LDH_Level": 100.8582887, + "Calcium_Level": 9.48431359, + "Phosphorus_Level": 3.358722007, + "Glucose_Level": 141.3675075, + "Potassium_Level": 4.164330165, + "Sodium_Level": 141.1623971, + "Smoking_Pack_Years": 48.62413555 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.01521242, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.22759664, + "White_Blood_Cell_Count": 4.88567266, + "Platelet_Count": 198.6425313, + "Albumin_Level": 3.944107948, + "Alkaline_Phosphatase_Level": 88.78346126, + "Alanine_Aminotransferase_Level": 33.85032847, + "Aspartate_Aminotransferase_Level": 20.07627449, + "Creatinine_Level": 1.03096346, + "LDH_Level": 174.5067853, + "Calcium_Level": 8.749529711, + "Phosphorus_Level": 4.847543379, + "Glucose_Level": 125.0549444, + "Potassium_Level": 3.70725963, + "Sodium_Level": 140.0216715, + "Smoking_Pack_Years": 94.50635763 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.15471926, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.4147008, + "White_Blood_Cell_Count": 5.868142509, + "Platelet_Count": 388.604698, + "Albumin_Level": 3.362092201, + "Alkaline_Phosphatase_Level": 74.95447218, + "Alanine_Aminotransferase_Level": 39.41582354, + "Aspartate_Aminotransferase_Level": 34.070273, + "Creatinine_Level": 0.610041665, + "LDH_Level": 190.9248377, + "Calcium_Level": 9.845399597, + "Phosphorus_Level": 3.055504241, + "Glucose_Level": 110.9117202, + "Potassium_Level": 4.401299574, + "Sodium_Level": 139.3959917, + "Smoking_Pack_Years": 68.7725195 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.4427077, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.28723881, + "White_Blood_Cell_Count": 8.230353134, + "Platelet_Count": 206.8700054, + "Albumin_Level": 4.653219189, + "Alkaline_Phosphatase_Level": 69.05948512, + "Alanine_Aminotransferase_Level": 35.72426117, + "Aspartate_Aminotransferase_Level": 45.31761818, + "Creatinine_Level": 0.651315443, + "LDH_Level": 194.7339572, + "Calcium_Level": 8.929423459, + "Phosphorus_Level": 3.466837007, + "Glucose_Level": 95.47793548, + "Potassium_Level": 4.213210576, + "Sodium_Level": 143.9517663, + "Smoking_Pack_Years": 41.89736103 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.03709926, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.11753387, + "White_Blood_Cell_Count": 6.781124699, + "Platelet_Count": 167.3007373, + "Albumin_Level": 4.215384346, + "Alkaline_Phosphatase_Level": 110.6765366, + "Alanine_Aminotransferase_Level": 8.092433173, + "Aspartate_Aminotransferase_Level": 18.4139485, + "Creatinine_Level": 1.419032978, + "LDH_Level": 188.2589831, + "Calcium_Level": 9.766598244, + "Phosphorus_Level": 3.570797622, + 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"Alkaline_Phosphatase_Level": 56.09068973, + "Alanine_Aminotransferase_Level": 5.915436148, + "Aspartate_Aminotransferase_Level": 46.94781579, + "Creatinine_Level": 0.972413376, + "LDH_Level": 213.9353729, + "Calcium_Level": 8.482716678, + "Phosphorus_Level": 4.825235718, + "Glucose_Level": 134.2103517, + "Potassium_Level": 3.892618472, + "Sodium_Level": 144.9646627, + "Smoking_Pack_Years": 46.83075801 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.43890855, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.9238604, + "White_Blood_Cell_Count": 9.950860888, + "Platelet_Count": 235.0266334, + "Albumin_Level": 4.10743641, + "Alkaline_Phosphatase_Level": 36.52036441, + "Alanine_Aminotransferase_Level": 9.161821086, + "Aspartate_Aminotransferase_Level": 19.86613094, + "Creatinine_Level": 1.145642747, + "LDH_Level": 240.1515122, + "Calcium_Level": 9.530548824, + "Phosphorus_Level": 4.508767495, + "Glucose_Level": 130.9002347, + "Potassium_Level": 4.871341397, + "Sodium_Level": 141.1875719, + "Smoking_Pack_Years": 48.41304936 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": 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204.7941275, + "Calcium_Level": 8.037282013, + "Phosphorus_Level": 4.013007425, + "Glucose_Level": 124.3794253, + "Potassium_Level": 4.471724897, + "Sodium_Level": 143.6016818, + "Smoking_Pack_Years": 44.62168424 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.53421008, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.46609483, + "White_Blood_Cell_Count": 6.674465, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.90682559, + "White_Blood_Cell_Count": 7.656736881, + "Platelet_Count": 420.8896979, + "Albumin_Level": 4.434297257, + "Alkaline_Phosphatase_Level": 101.1067213, + "Alanine_Aminotransferase_Level": 25.41282255, + "Aspartate_Aminotransferase_Level": 29.22579253, + "Creatinine_Level": 1.275526601, + "LDH_Level": 104.3249601, + "Calcium_Level": 9.463345665, + "Phosphorus_Level": 4.611963498, + "Glucose_Level": 135.1217532, + "Potassium_Level": 3.712407389, + "Sodium_Level": 144.9965833, + "Smoking_Pack_Years": 1.188384792 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.78825149, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.1434277, + "White_Blood_Cell_Count": 4.686034774, + "Platelet_Count": 401.2279502, + "Albumin_Level": 4.930178607, + "Alkaline_Phosphatase_Level": 60.06050903, + "Alanine_Aminotransferase_Level": 15.80591723, + "Aspartate_Aminotransferase_Level": 30.55451091, + "Creatinine_Level": 0.690814797, + "LDH_Level": 204.1351794, + "Calcium_Level": 9.721689461, + "Phosphorus_Level": 4.155901408, + "Glucose_Level": 115.6752212, + "Potassium_Level": 4.160584928, + "Sodium_Level": 140.1400469, + "Smoking_Pack_Years": 6.757207629 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.77905196, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.90716358, + "White_Blood_Cell_Count": 5.600213357, + "Platelet_Count": 431.0127509, + "Albumin_Level": 4.682085994, + "Alkaline_Phosphatase_Level": 116.2263012, + "Alanine_Aminotransferase_Level": 36.40859862, + "Aspartate_Aminotransferase_Level": 28.36965852, + "Creatinine_Level": 1.437621158, + "LDH_Level": 167.7894218, + "Calcium_Level": 9.454727358, + "Phosphorus_Level": 3.67846666, + "Glucose_Level": 72.61405374, + "Potassium_Level": 4.055134826, + "Sodium_Level": 141.2025565, + "Smoking_Pack_Years": 14.13479839 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.47745775, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.25088225, + "White_Blood_Cell_Count": 8.751095155, + "Platelet_Count": 253.6428059, + "Albumin_Level": 3.459020948, + "Alkaline_Phosphatase_Level": 93.85724833, + "Alanine_Aminotransferase_Level": 32.4676443, + "Aspartate_Aminotransferase_Level": 47.68262199, + "Creatinine_Level": 0.912625372, + "LDH_Level": 122.9576468, + "Calcium_Level": 9.945359526, + "Phosphorus_Level": 3.980217262, + "Glucose_Level": 131.156513, + "Potassium_Level": 4.077822987, + "Sodium_Level": 143.6231101, + "Smoking_Pack_Years": 50.38767972 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.11888539, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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"African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.86782468, + "White_Blood_Cell_Count": 8.207552178, + "Platelet_Count": 276.6776415, + "Albumin_Level": 4.161599936, + "Alkaline_Phosphatase_Level": 40.03135846, + "Alanine_Aminotransferase_Level": 24.43080994, + "Aspartate_Aminotransferase_Level": 35.04709095, + "Creatinine_Level": 1.078019785, + "LDH_Level": 235.4876611, + "Calcium_Level": 9.352701579, + "Phosphorus_Level": 3.333834406, + "Glucose_Level": 78.71288002, + "Potassium_Level": 4.851044614, + "Sodium_Level": 137.0260067, + "Smoking_Pack_Years": 44.68292122 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.32946027, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.93900982, + "White_Blood_Cell_Count": 9.226054159, + "Platelet_Count": 289.6435024, + "Albumin_Level": 3.814212964, + "Alkaline_Phosphatase_Level": 67.20331823, + "Alanine_Aminotransferase_Level": 32.06579662, + "Aspartate_Aminotransferase_Level": 27.68462855, + "Creatinine_Level": 1.200557367, + "LDH_Level": 231.7133479, + "Calcium_Level": 10.06006072, + "Phosphorus_Level": 3.726064021, + "Glucose_Level": 77.98924905, + "Potassium_Level": 4.485618195, + "Sodium_Level": 141.148838, + "Smoking_Pack_Years": 46.94549152 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.93956492, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.00708186, + "White_Blood_Cell_Count": 7.347184784, + "Platelet_Count": 282.8619565, + "Albumin_Level": 3.3888014, + "Alkaline_Phosphatase_Level": 96.36839368, + "Alanine_Aminotransferase_Level": 23.74715407, + "Aspartate_Aminotransferase_Level": 28.33747834, + "Creatinine_Level": 0.995836812, + "LDH_Level": 237.2514295, + "Calcium_Level": 9.606163987, + "Phosphorus_Level": 3.186298293, + "Glucose_Level": 133.3170693, + "Potassium_Level": 4.283374409, + "Sodium_Level": 136.1031602, + "Smoking_Pack_Years": 69.91234353 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.26366938, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.6584953, + "White_Blood_Cell_Count": 6.387616692, + "Platelet_Count": 237.6622873, + "Albumin_Level": 4.561740008, + "Alkaline_Phosphatase_Level": 100.9337957, + "Alanine_Aminotransferase_Level": 7.47958603, + "Aspartate_Aminotransferase_Level": 41.20566483, + "Creatinine_Level": 0.9604709, + "LDH_Level": 147.4762934, + "Calcium_Level": 9.884360732, + "Phosphorus_Level": 4.418739686, + "Glucose_Level": 125.033841, + "Potassium_Level": 4.655081582, 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29.78261212, + "Aspartate_Aminotransferase_Level": 12.69704498, + "Creatinine_Level": 1.07817311, + "LDH_Level": 223.7656455, + "Calcium_Level": 10.29422809, + "Phosphorus_Level": 4.703844578, + "Glucose_Level": 143.2770774, + "Potassium_Level": 4.060742793, + "Sodium_Level": 137.9609184, + "Smoking_Pack_Years": 77.7425087 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.03068954, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.57213679, + "White_Blood_Cell_Count": 7.700572262, + "Platelet_Count": 244.2647497, + "Albumin_Level": 3.082211753, + "Alkaline_Phosphatase_Level": 110.486173, + "Alanine_Aminotransferase_Level": 25.57266811, + "Aspartate_Aminotransferase_Level": 46.29999817, + "Creatinine_Level": 0.9889887, + "LDH_Level": 182.1169201, + "Calcium_Level": 9.534416466, + "Phosphorus_Level": 2.550063342, + "Glucose_Level": 149.1743361, + "Potassium_Level": 4.229470959, + "Sodium_Level": 137.8776998, + "Smoking_Pack_Years": 30.88835213 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.40669866, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.41013626, + "White_Blood_Cell_Count": 5.687160835, + "Platelet_Count": 440.3739021, + "Albumin_Level": 4.021979081, + "Alkaline_Phosphatase_Level": 71.4135839, + "Alanine_Aminotransferase_Level": 29.31314271, + "Aspartate_Aminotransferase_Level": 29.64031204, + "Creatinine_Level": 1.041992342, + "LDH_Level": 190.8293603, + "Calcium_Level": 8.958402186, + "Phosphorus_Level": 3.05768443, + "Glucose_Level": 76.23137163, + "Potassium_Level": 4.085858234, + "Sodium_Level": 141.7195406, + "Smoking_Pack_Years": 54.63616045 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.40904627, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.1865002, + "White_Blood_Cell_Count": 4.639848408, + "Platelet_Count": 277.4164656, + "Albumin_Level": 4.609593274, + "Alkaline_Phosphatase_Level": 36.66423475, + "Alanine_Aminotransferase_Level": 5.104325664, + "Aspartate_Aminotransferase_Level": 26.54212623, + "Creatinine_Level": 0.68193026, + "LDH_Level": 247.6284918, + "Calcium_Level": 10.32489278, + "Phosphorus_Level": 2.960894669, + "Glucose_Level": 127.8867335, + "Potassium_Level": 4.872910625, + "Sodium_Level": 138.6905628, + "Smoking_Pack_Years": 66.2602831 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.58518296, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.27405955, + "White_Blood_Cell_Count": 4.322330969, + "Platelet_Count": 395.204923, + "Albumin_Level": 4.980472592, + "Alkaline_Phosphatase_Level": 52.39180685, + "Alanine_Aminotransferase_Level": 17.08317701, + "Aspartate_Aminotransferase_Level": 35.70180927, + "Creatinine_Level": 1.117373316, + "LDH_Level": 151.4109391, + "Calcium_Level": 9.379132785, + "Phosphorus_Level": 4.196966525, + "Glucose_Level": 134.6301809, + "Potassium_Level": 4.100226442, + "Sodium_Level": 139.0564687, + "Smoking_Pack_Years": 70.07420199 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.5460422, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.95772315, + "White_Blood_Cell_Count": 3.986180858, + "Platelet_Count": 247.6366313, + "Albumin_Level": 3.023514592, + "Alkaline_Phosphatase_Level": 79.02531667, + "Alanine_Aminotransferase_Level": 16.33515607, + "Aspartate_Aminotransferase_Level": 41.36938672, + "Creatinine_Level": 0.582645988, + "LDH_Level": 116.5766008, + "Calcium_Level": 10.33253599, + "Phosphorus_Level": 4.03818362, + "Glucose_Level": 79.30635713, + "Potassium_Level": 4.321769277, + "Sodium_Level": 139.9426847, + "Smoking_Pack_Years": 99.2484773 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.46339873, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.32858576, + "White_Blood_Cell_Count": 8.892631459, + "Platelet_Count": 303.6084325, + "Albumin_Level": 4.663114267, + "Alkaline_Phosphatase_Level": 97.25418585, + "Alanine_Aminotransferase_Level": 12.53492103, + "Aspartate_Aminotransferase_Level": 40.4341501, + "Creatinine_Level": 0.547586638, + "LDH_Level": 152.0395333, + "Calcium_Level": 10.04668968, + "Phosphorus_Level": 3.63872825, + "Glucose_Level": 72.79869982, + "Potassium_Level": 4.471779264, + "Sodium_Level": 136.064442, + "Smoking_Pack_Years": 27.65640543 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.74721407, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.64286741, + "White_Blood_Cell_Count": 5.766339857, + "Platelet_Count": 310.1512869, + "Albumin_Level": 4.07666128, + "Alkaline_Phosphatase_Level": 37.26689631, + "Alanine_Aminotransferase_Level": 31.12418607, + "Aspartate_Aminotransferase_Level": 17.43554148, + "Creatinine_Level": 1.442811867, + "LDH_Level": 217.4165404, + "Calcium_Level": 9.658321723, + "Phosphorus_Level": 4.222415491, + "Glucose_Level": 144.2353743, + "Potassium_Level": 3.643122107, + "Sodium_Level": 142.7116843, + "Smoking_Pack_Years": 60.5730785 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.3779218, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.59620611, + "White_Blood_Cell_Count": 5.753617624, + "Platelet_Count": 188.1109977, + "Albumin_Level": 4.931058128, + "Alkaline_Phosphatase_Level": 93.63310787, + "Alanine_Aminotransferase_Level": 11.60386208, + "Aspartate_Aminotransferase_Level": 12.42073764, + "Creatinine_Level": 0.895954397, + "LDH_Level": 186.3932562, + "Calcium_Level": 10.21621349, + "Phosphorus_Level": 3.539124965, + "Glucose_Level": 125.417992, + "Potassium_Level": 4.79746416, + "Sodium_Level": 136.7279034, + "Smoking_Pack_Years": 96.13229421 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.49887771, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.0582792, + "White_Blood_Cell_Count": 5.012250524, + "Platelet_Count": 187.2459396, + "Albumin_Level": 3.046051086, + "Alkaline_Phosphatase_Level": 44.27135912, + "Alanine_Aminotransferase_Level": 32.90249867, + "Aspartate_Aminotransferase_Level": 14.7739878, + "Creatinine_Level": 1.347675214, + "LDH_Level": 122.447321, + "Calcium_Level": 9.38709042, + "Phosphorus_Level": 3.802948591, + "Glucose_Level": 146.209028, + "Potassium_Level": 4.378285955, + "Sodium_Level": 141.1309464, + "Smoking_Pack_Years": 19.91742817 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.52150611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.56580164, + "White_Blood_Cell_Count": 8.276179423, + "Platelet_Count": 214.9741693, + "Albumin_Level": 4.956969485, + "Alkaline_Phosphatase_Level": 107.0576908, + "Alanine_Aminotransferase_Level": 17.10884758, + "Aspartate_Aminotransferase_Level": 40.9644478, + "Creatinine_Level": 1.378854538, + "LDH_Level": 242.1518632, + "Calcium_Level": 9.538722107, + "Phosphorus_Level": 4.975888087, + "Glucose_Level": 81.23146747, + "Potassium_Level": 4.892654284, + "Sodium_Level": 142.9721796, + "Smoking_Pack_Years": 19.36607689 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.16972974, + "Tumor_Location": 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+ "Alanine_Aminotransferase_Level": 7.564927637, + "Aspartate_Aminotransferase_Level": 16.76645994, + "Creatinine_Level": 1.331590645, + "LDH_Level": 128.0281083, + "Calcium_Level": 8.053161762, + "Phosphorus_Level": 2.851206898, + "Glucose_Level": 143.8001826, + "Potassium_Level": 4.420264514, + "Sodium_Level": 138.4446378, + "Smoking_Pack_Years": 30.34148736 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.59215818, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.39008384, + "White_Blood_Cell_Count": 5.653505844, + "Platelet_Count": 214.3550877, + "Albumin_Level": 4.596829547, + "Alkaline_Phosphatase_Level": 88.7052865, + "Alanine_Aminotransferase_Level": 37.77257627, + "Aspartate_Aminotransferase_Level": 25.70700642, + "Creatinine_Level": 1.426787467, + "LDH_Level": 130.9476784, + "Calcium_Level": 10.07757396, + "Phosphorus_Level": 2.901330854, + "Glucose_Level": 106.138369, + "Potassium_Level": 4.378695684, + "Sodium_Level": 136.868439, + "Smoking_Pack_Years": 19.80572354 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.6933377, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.26465012, + "White_Blood_Cell_Count": 6.494640694, + "Platelet_Count": 355.3866166, + "Albumin_Level": 4.316451669, + "Alkaline_Phosphatase_Level": 63.97124104, + "Alanine_Aminotransferase_Level": 18.23845663, + "Aspartate_Aminotransferase_Level": 17.88290281, + "Creatinine_Level": 1.012416304, + "LDH_Level": 101.4129435, + "Calcium_Level": 9.173200703, + "Phosphorus_Level": 4.363109474, + "Glucose_Level": 94.53096765, + "Potassium_Level": 4.477303245, + "Sodium_Level": 142.4264157, + "Smoking_Pack_Years": 69.61804456 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.81847637, + "Tumor_Location": 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"Glucose_Level": 109.3482595, + "Potassium_Level": 4.360424728, + "Sodium_Level": 141.5826148, + "Smoking_Pack_Years": 49.08537539 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.32299956, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.09888971, + "White_Blood_Cell_Count": 3.5969411, + "Platelet_Count": 309.3643906, + "Albumin_Level": 4.08876635, + "Alkaline_Phosphatase_Level": 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176, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.99272308, + "White_Blood_Cell_Count": 8.581836166, + "Platelet_Count": 174.9556963, + "Albumin_Level": 4.060487657, + "Alkaline_Phosphatase_Level": 84.70528439, + "Alanine_Aminotransferase_Level": 22.02112745, + "Aspartate_Aminotransferase_Level": 12.51479342, + "Creatinine_Level": 1.474243474, + "LDH_Level": 110.355894, + "Calcium_Level": 9.438470549, + "Phosphorus_Level": 4.086766277, + "Glucose_Level": 75.64645013, + "Potassium_Level": 3.526114699, + "Sodium_Level": 135.728275, + "Smoking_Pack_Years": 0.211427605 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.91231593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.76255711, + "White_Blood_Cell_Count": 3.522270677, + "Platelet_Count": 446.1951653, + "Albumin_Level": 3.254543125, + "Alkaline_Phosphatase_Level": 88.33554527, + "Alanine_Aminotransferase_Level": 20.66881756, + "Aspartate_Aminotransferase_Level": 26.66446065, + "Creatinine_Level": 1.170101566, + "LDH_Level": 168.743287, + "Calcium_Level": 8.989193654, + "Phosphorus_Level": 4.680643693, + "Glucose_Level": 130.0872071, + "Potassium_Level": 4.457626039, + "Sodium_Level": 135.7237781, + "Smoking_Pack_Years": 70.09368201 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.91030726, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.0479176, + "White_Blood_Cell_Count": 5.296459294, + "Platelet_Count": 209.8389977, + "Albumin_Level": 4.88034823, + "Alkaline_Phosphatase_Level": 97.21698737, + "Alanine_Aminotransferase_Level": 26.78195985, + "Aspartate_Aminotransferase_Level": 22.20139713, + "Creatinine_Level": 0.590981904, + "LDH_Level": 182.7389547, + "Calcium_Level": 9.706123152, + "Phosphorus_Level": 2.546979527, + "Glucose_Level": 80.35666051, + "Potassium_Level": 4.521069014, + "Sodium_Level": 138.6026845, + "Smoking_Pack_Years": 31.72585076 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.454702, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.08530055, + "White_Blood_Cell_Count": 6.435772961, + "Platelet_Count": 439.2143335, + "Albumin_Level": 4.27600743, + "Alkaline_Phosphatase_Level": 94.72985806, + "Alanine_Aminotransferase_Level": 37.44814794, + "Aspartate_Aminotransferase_Level": 37.28470152, + "Creatinine_Level": 0.939804499, + "LDH_Level": 122.8819951, + "Calcium_Level": 8.230631756, + "Phosphorus_Level": 3.513007278, + "Glucose_Level": 114.0373485, + "Potassium_Level": 4.291136196, + "Sodium_Level": 141.2543616, + "Smoking_Pack_Years": 28.3660768 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.76871681, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.69514779, + "White_Blood_Cell_Count": 6.914465673, + "Platelet_Count": 333.2803189, + "Albumin_Level": 3.663687227, + "Alkaline_Phosphatase_Level": 91.35104906, + "Alanine_Aminotransferase_Level": 31.16552069, + "Aspartate_Aminotransferase_Level": 46.87743648, + "Creatinine_Level": 1.126015619, + "LDH_Level": 172.0031484, + "Calcium_Level": 9.788823315, + "Phosphorus_Level": 4.058454357, + "Glucose_Level": 100.6336428, + "Potassium_Level": 4.0019518, + "Sodium_Level": 139.0286533, + "Smoking_Pack_Years": 54.63346034 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.69452636, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.40540223, + "White_Blood_Cell_Count": 4.878098977, + "Platelet_Count": 295.3243358, + "Albumin_Level": 4.961845182, + "Alkaline_Phosphatase_Level": 100.7523128, + "Alanine_Aminotransferase_Level": 15.71628065, + "Aspartate_Aminotransferase_Level": 27.83541792, + "Creatinine_Level": 1.07579407, + "LDH_Level": 131.4714925, + "Calcium_Level": 9.121883622, + "Phosphorus_Level": 3.306151107, + "Glucose_Level": 82.96043033, + "Potassium_Level": 4.331577646, + "Sodium_Level": 135.2894953, + "Smoking_Pack_Years": 92.84349386 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.14827924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.20543558, + "White_Blood_Cell_Count": 6.338311326, + "Platelet_Count": 405.3346822, + "Albumin_Level": 3.361377606, + "Alkaline_Phosphatase_Level": 63.62370446, + "Alanine_Aminotransferase_Level": 25.6544293, + "Aspartate_Aminotransferase_Level": 42.47610134, + "Creatinine_Level": 0.828131026, + "LDH_Level": 166.7159447, + "Calcium_Level": 9.245351993, + "Phosphorus_Level": 3.713171747, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 34.7091403, + "Aspartate_Aminotransferase_Level": 18.96915036, + "Creatinine_Level": 1.135781907, + "LDH_Level": 168.3873677, + "Calcium_Level": 8.86464397, + "Phosphorus_Level": 4.373076539, + "Glucose_Level": 127.6117145, + "Potassium_Level": 4.124665626, + "Sodium_Level": 142.0021763, + "Smoking_Pack_Years": 30.41031825 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.56243822, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.05427115, + "White_Blood_Cell_Count": 7.057288904, + "Platelet_Count": 369.482109, + "Albumin_Level": 3.492996279, + "Alkaline_Phosphatase_Level": 92.46242915, + "Alanine_Aminotransferase_Level": 15.94089527, + "Aspartate_Aminotransferase_Level": 28.8945325, + "Creatinine_Level": 0.585190573, + "LDH_Level": 121.1182044, + "Calcium_Level": 8.383232944, + "Phosphorus_Level": 4.111414103, + "Glucose_Level": 123.3523016, + "Potassium_Level": 4.323569332, + "Sodium_Level": 142.8330854, + "Smoking_Pack_Years": 78.96363659 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.30927718, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.67467364, + "White_Blood_Cell_Count": 8.230093797, + "Platelet_Count": 171.0963243, + "Albumin_Level": 4.192352314, + "Alkaline_Phosphatase_Level": 73.13638585, + "Alanine_Aminotransferase_Level": 19.22424097, + "Aspartate_Aminotransferase_Level": 41.76405239, + "Creatinine_Level": 1.445388821, + "LDH_Level": 118.1791957, + "Calcium_Level": 10.01278431, + "Phosphorus_Level": 4.81600137, + "Glucose_Level": 130.9503495, + "Potassium_Level": 4.274794439, + "Sodium_Level": 144.4523572, + "Smoking_Pack_Years": 18.49330299 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.34635761, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.6447561, + "White_Blood_Cell_Count": 9.589786605, + "Platelet_Count": 439.5699467, + "Albumin_Level": 4.631609427, + "Alkaline_Phosphatase_Level": 40.88118317, + "Alanine_Aminotransferase_Level": 36.94536783, + "Aspartate_Aminotransferase_Level": 25.14712518, + "Creatinine_Level": 1.016660363, + "LDH_Level": 216.3711364, + "Calcium_Level": 8.128153145, + "Phosphorus_Level": 4.773955808, + "Glucose_Level": 140.5608604, + "Potassium_Level": 3.92821307, + "Sodium_Level": 143.5527292, + "Smoking_Pack_Years": 88.08920232 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.81948166, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.13675579, + "White_Blood_Cell_Count": 8.957016052, + "Platelet_Count": 311.6041234, + "Albumin_Level": 3.355975471, + "Alkaline_Phosphatase_Level": 77.39814379, + "Alanine_Aminotransferase_Level": 26.23275011, + "Aspartate_Aminotransferase_Level": 16.77507388, + "Creatinine_Level": 1.150975799, + "LDH_Level": 241.0022488, + "Calcium_Level": 8.801859894, + 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166.157127, + "Calcium_Level": 10.05639724, + "Phosphorus_Level": 4.769806784, + "Glucose_Level": 92.94007866, + "Potassium_Level": 4.356288298, + "Sodium_Level": 143.4282291, + "Smoking_Pack_Years": 51.16955959 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.4654043, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.37020888, + "White_Blood_Cell_Count": 7.610748037, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.53080135, + "White_Blood_Cell_Count": 7.346714305, + "Platelet_Count": 155.7834037, + "Albumin_Level": 3.220529002, + "Alkaline_Phosphatase_Level": 37.3070399, + "Alanine_Aminotransferase_Level": 30.50881055, + "Aspartate_Aminotransferase_Level": 48.15917301, + "Creatinine_Level": 0.74559487, + "LDH_Level": 195.3474311, + "Calcium_Level": 10.16700703, + "Phosphorus_Level": 4.361063343, + "Glucose_Level": 144.5366716, + "Potassium_Level": 4.063155664, + "Sodium_Level": 136.1815879, + "Smoking_Pack_Years": 62.68005437 + }, + { + "Age": 35, + "Gender": "Male", + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.30769151, + "White_Blood_Cell_Count": 3.546073763, + "Platelet_Count": 423.9111847, + "Albumin_Level": 4.759178389, + "Alkaline_Phosphatase_Level": 97.68669946, + "Alanine_Aminotransferase_Level": 28.84979503, + "Aspartate_Aminotransferase_Level": 39.32277498, + "Creatinine_Level": 0.972065278, + "LDH_Level": 108.7779204, + "Calcium_Level": 9.26471942, + "Phosphorus_Level": 4.997091199, + "Glucose_Level": 144.8618984, + "Potassium_Level": 4.203930092, + "Sodium_Level": 137.9834363, + "Smoking_Pack_Years": 41.00417074 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.95539766, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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139.4175057, + "Smoking_Pack_Years": 1.303749027 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.21068971, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.81209874, + "White_Blood_Cell_Count": 7.532711095, + "Platelet_Count": 379.3412169, + "Albumin_Level": 3.031771123, + "Alkaline_Phosphatase_Level": 62.69939244, + "Alanine_Aminotransferase_Level": 7.895344541, + "Aspartate_Aminotransferase_Level": 31.0983923, + "Creatinine_Level": 0.848644942, + "LDH_Level": 185.3969135, + "Calcium_Level": 8.700064548, + "Phosphorus_Level": 3.988490621, + "Glucose_Level": 80.80884359, + "Potassium_Level": 3.721498229, + "Sodium_Level": 141.3416191, + "Smoking_Pack_Years": 48.19279083 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.33259076, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.99795675, + "White_Blood_Cell_Count": 3.594101774, + "Platelet_Count": 392.9854172, + "Albumin_Level": 4.563012564, + "Alkaline_Phosphatase_Level": 40.59047593, + "Alanine_Aminotransferase_Level": 12.57803302, + "Aspartate_Aminotransferase_Level": 14.0949882, + "Creatinine_Level": 0.738012418, + "LDH_Level": 211.0999169, + "Calcium_Level": 8.351857617, + "Phosphorus_Level": 3.293789139, + "Glucose_Level": 127.8558813, + "Potassium_Level": 3.991338634, + "Sodium_Level": 137.0186441, + "Smoking_Pack_Years": 14.83307466 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.5027537, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.23295986, + "White_Blood_Cell_Count": 9.361492285, + "Platelet_Count": 256.2187196, + "Albumin_Level": 3.112769588, + "Alkaline_Phosphatase_Level": 68.20364225, + "Alanine_Aminotransferase_Level": 20.92855281, + "Aspartate_Aminotransferase_Level": 12.74559381, + "Creatinine_Level": 1.009030856, + "LDH_Level": 119.5378905, + "Calcium_Level": 10.31932675, + "Phosphorus_Level": 2.658056138, + "Glucose_Level": 112.7602936, + "Potassium_Level": 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38.12781876, + "Aspartate_Aminotransferase_Level": 20.42863586, + "Creatinine_Level": 0.89452806, + "LDH_Level": 180.6010562, + "Calcium_Level": 9.392047116, + "Phosphorus_Level": 3.497936975, + "Glucose_Level": 137.7550909, + "Potassium_Level": 4.261718186, + "Sodium_Level": 136.7658186, + "Smoking_Pack_Years": 70.20355068 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.26201747, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.76214681, + "White_Blood_Cell_Count": 9.490167054, + "Platelet_Count": 268.1306415, + "Albumin_Level": 3.749501655, + "Alkaline_Phosphatase_Level": 115.0447549, + "Alanine_Aminotransferase_Level": 10.63550967, + "Aspartate_Aminotransferase_Level": 23.4448876, + "Creatinine_Level": 0.563309466, + "LDH_Level": 104.0630416, + "Calcium_Level": 8.300610883, + "Phosphorus_Level": 2.772051416, + "Glucose_Level": 123.9050675, + "Potassium_Level": 3.814447647, + "Sodium_Level": 135.633793, + "Smoking_Pack_Years": 95.18116029 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.77840254, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.7112053, + "White_Blood_Cell_Count": 3.809745962, + "Platelet_Count": 260.2669841, + "Albumin_Level": 3.097237471, + "Alkaline_Phosphatase_Level": 73.64820291, + "Alanine_Aminotransferase_Level": 20.06932877, + "Aspartate_Aminotransferase_Level": 12.69732979, + "Creatinine_Level": 0.56680354, + "LDH_Level": 102.6904426, + "Calcium_Level": 8.703731732, + "Phosphorus_Level": 4.09136474, + "Glucose_Level": 79.05704568, + "Potassium_Level": 3.753343714, + "Sodium_Level": 142.7378071, + "Smoking_Pack_Years": 71.78887005 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.7535908, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.39533192, + "White_Blood_Cell_Count": 5.68352234, + "Platelet_Count": 177.5249133, + "Albumin_Level": 4.479829734, + "Alkaline_Phosphatase_Level": 59.01586438, + "Alanine_Aminotransferase_Level": 33.83818207, + "Aspartate_Aminotransferase_Level": 49.89176373, + "Creatinine_Level": 0.701483318, + "LDH_Level": 204.2042862, + "Calcium_Level": 9.042289363, + "Phosphorus_Level": 3.673787494, + "Glucose_Level": 112.3318516, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.27464373, + "White_Blood_Cell_Count": 6.308806017, + "Platelet_Count": 361.354309, + "Albumin_Level": 3.658503178, + "Alkaline_Phosphatase_Level": 83.14579238, + "Alanine_Aminotransferase_Level": 35.91192887, + "Aspartate_Aminotransferase_Level": 26.21746018, + "Creatinine_Level": 1.449277349, + "LDH_Level": 211.0114229, + "Calcium_Level": 8.711715549, + "Phosphorus_Level": 4.162241474, + "Glucose_Level": 109.9033912, + "Potassium_Level": 4.875892325, + "Sodium_Level": 144.9862995, + "Smoking_Pack_Years": 24.73170011 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.96166319, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.42132322, + "White_Blood_Cell_Count": 9.845286611, + "Platelet_Count": 170.5228469, + "Albumin_Level": 4.28067395, + "Alkaline_Phosphatase_Level": 101.3084266, + "Alanine_Aminotransferase_Level": 29.27477575, + "Aspartate_Aminotransferase_Level": 31.61815598, + "Creatinine_Level": 0.557134131, + "LDH_Level": 176.6782631, + "Calcium_Level": 9.985646688, + "Phosphorus_Level": 4.772287036, + "Glucose_Level": 133.7726301, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 32.45477183, + "Aspartate_Aminotransferase_Level": 31.29344859, + "Creatinine_Level": 1.100058126, + "LDH_Level": 162.8348194, + "Calcium_Level": 8.621113647, + "Phosphorus_Level": 3.046400067, + "Glucose_Level": 134.893084, + "Potassium_Level": 3.668691356, + "Sodium_Level": 139.5053854, + "Smoking_Pack_Years": 73.94389446 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.61207421, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.31890875, + "White_Blood_Cell_Count": 6.904837234, + "Platelet_Count": 163.1230836, + "Albumin_Level": 4.257687714, + "Alkaline_Phosphatase_Level": 84.93153836, + "Alanine_Aminotransferase_Level": 9.596447575, + "Aspartate_Aminotransferase_Level": 41.93405766, + "Creatinine_Level": 0.660278016, + "LDH_Level": 126.3898974, + "Calcium_Level": 10.23694559, + "Phosphorus_Level": 4.472051081, + "Glucose_Level": 99.42423647, + "Potassium_Level": 3.570760812, + "Sodium_Level": 137.2794112, + "Smoking_Pack_Years": 30.70849439 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.1166552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.90143681, + "White_Blood_Cell_Count": 4.233093046, + "Platelet_Count": 362.9164567, + "Albumin_Level": 3.311234003, + "Alkaline_Phosphatase_Level": 47.96076875, + "Alanine_Aminotransferase_Level": 19.61820941, + "Aspartate_Aminotransferase_Level": 48.02947217, + "Creatinine_Level": 0.778417959, + "LDH_Level": 149.7758804, + "Calcium_Level": 8.172214536, + "Phosphorus_Level": 3.683443172, + "Glucose_Level": 86.61131931, + "Potassium_Level": 3.668295647, + "Sodium_Level": 135.9205221, + "Smoking_Pack_Years": 6.368315654 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.47257524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.40701382, + "White_Blood_Cell_Count": 7.300927515, + "Platelet_Count": 326.395783, + "Albumin_Level": 3.201666077, + "Alkaline_Phosphatase_Level": 104.2896794, + "Alanine_Aminotransferase_Level": 6.514447902, + "Aspartate_Aminotransferase_Level": 29.37073443, + "Creatinine_Level": 0.502278553, + "LDH_Level": 164.5136649, + "Calcium_Level": 9.288259002, + "Phosphorus_Level": 3.509858737, + 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57.99393238, + "Alanine_Aminotransferase_Level": 20.38141935, + "Aspartate_Aminotransferase_Level": 48.16256083, + "Creatinine_Level": 0.738057495, + "LDH_Level": 157.296202, + "Calcium_Level": 8.322043117, + "Phosphorus_Level": 3.342507208, + "Glucose_Level": 120.5233256, + "Potassium_Level": 4.599361878, + "Sodium_Level": 138.8781314, + "Smoking_Pack_Years": 52.1311149 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.73359008, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.74669195, + "White_Blood_Cell_Count": 9.850615274, + "Platelet_Count": 426.6876226, + "Albumin_Level": 3.908362, + "Alkaline_Phosphatase_Level": 87.92798595, + "Alanine_Aminotransferase_Level": 11.37612534, + "Aspartate_Aminotransferase_Level": 12.39850141, + "Creatinine_Level": 0.829744233, + "LDH_Level": 124.0293916, + "Calcium_Level": 8.422058412, + "Phosphorus_Level": 2.735646208, + "Glucose_Level": 136.8073613, + "Potassium_Level": 4.43500871, + "Sodium_Level": 143.3229451, + "Smoking_Pack_Years": 28.07349598 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.075749, + "Tumor_Location": "Middle 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86.96188816, + "Potassium_Level": 4.451046161, + "Sodium_Level": 141.8617542, + "Smoking_Pack_Years": 15.71676015 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.28330632, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.28988763, + "White_Blood_Cell_Count": 7.645449378, + "Platelet_Count": 370.1445147, + "Albumin_Level": 4.336584193, + "Alkaline_Phosphatase_Level": 43.91518104, + "Alanine_Aminotransferase_Level": 8.111859077, + "Aspartate_Aminotransferase_Level": 47.08554988, + "Creatinine_Level": 0.703593648, + "LDH_Level": 218.6340399, + "Calcium_Level": 9.386020842, + "Phosphorus_Level": 3.807820252, + "Glucose_Level": 143.9833372, + "Potassium_Level": 3.504466601, + "Sodium_Level": 140.5003205, + "Smoking_Pack_Years": 18.70661652 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.97915931, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.31027577, + "White_Blood_Cell_Count": 7.389469373, + "Platelet_Count": 447.4994092, + "Albumin_Level": 3.774122511, + "Alkaline_Phosphatase_Level": 70.27908109, + "Alanine_Aminotransferase_Level": 11.85732939, + "Aspartate_Aminotransferase_Level": 38.01830819, + "Creatinine_Level": 1.323988943, + "LDH_Level": 126.5093616, + "Calcium_Level": 9.393775502, + "Phosphorus_Level": 3.990904983, + "Glucose_Level": 120.5042921, + "Potassium_Level": 4.266962726, + "Sodium_Level": 139.5817187, + "Smoking_Pack_Years": 46.74851308 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.49974726, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.49751067, + "White_Blood_Cell_Count": 6.02138364, + "Platelet_Count": 275.154003, + "Albumin_Level": 3.050800075, + "Alkaline_Phosphatase_Level": 36.91648535, + "Alanine_Aminotransferase_Level": 16.72562156, + "Aspartate_Aminotransferase_Level": 17.1701371, + "Creatinine_Level": 1.49596941, + "LDH_Level": 101.042424, + "Calcium_Level": 8.400052413, + "Phosphorus_Level": 3.296225081, + "Glucose_Level": 90.79937109, + "Potassium_Level": 4.615824521, + "Sodium_Level": 138.8042172, + "Smoking_Pack_Years": 17.99020599 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.30917091, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 14.72432066, + "Aspartate_Aminotransferase_Level": 13.05309916, + "Creatinine_Level": 1.457054857, + "LDH_Level": 171.1518467, + "Calcium_Level": 8.488182258, + "Phosphorus_Level": 4.732226312, + "Glucose_Level": 95.74236814, + "Potassium_Level": 4.219316295, + "Sodium_Level": 143.0981424, + "Smoking_Pack_Years": 67.2882992 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.15100853, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.7887284, + "White_Blood_Cell_Count": 7.548086351, + "Platelet_Count": 270.678644, + "Albumin_Level": 4.252281974, + "Alkaline_Phosphatase_Level": 99.0487597, + "Alanine_Aminotransferase_Level": 9.775285462, + "Aspartate_Aminotransferase_Level": 21.11572722, + "Creatinine_Level": 1.119746247, + "LDH_Level": 134.0660801, + "Calcium_Level": 8.877072641, + "Phosphorus_Level": 2.867265874, + "Glucose_Level": 141.2322929, + "Potassium_Level": 3.775495917, + "Sodium_Level": 138.4561149, + "Smoking_Pack_Years": 42.89271115 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.72331932, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.84383147, + "White_Blood_Cell_Count": 4.581311581, + "Platelet_Count": 421.2696139, + "Albumin_Level": 4.793921875, + "Alkaline_Phosphatase_Level": 79.98896007, + "Alanine_Aminotransferase_Level": 12.94605593, + "Aspartate_Aminotransferase_Level": 46.7051306, + "Creatinine_Level": 0.61981548, + "LDH_Level": 238.6520898, + "Calcium_Level": 8.704666578, + "Phosphorus_Level": 3.548918543, + "Glucose_Level": 147.575028, + "Potassium_Level": 3.932672113, + "Sodium_Level": 137.0162466, + "Smoking_Pack_Years": 44.95223401 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.36156855, + "Tumor_Location": "Lower 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135.7264609, + "Potassium_Level": 4.791298351, + "Sodium_Level": 135.0715069, + "Smoking_Pack_Years": 90.71494899 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.07409981, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.75874065, + "White_Blood_Cell_Count": 4.667615066, + "Platelet_Count": 189.745654, + "Albumin_Level": 4.188329467, + "Alkaline_Phosphatase_Level": 71.79616948, + "Alanine_Aminotransferase_Level": 22.20626778, + "Aspartate_Aminotransferase_Level": 43.04236361, + "Creatinine_Level": 1.3606325, + "LDH_Level": 242.2789598, + "Calcium_Level": 10.09035651, + "Phosphorus_Level": 2.929342104, + "Glucose_Level": 90.59688503, + "Potassium_Level": 4.838459156, + "Sodium_Level": 139.3467276, + "Smoking_Pack_Years": 19.4424155 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.91000389, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.52058513, + "White_Blood_Cell_Count": 8.364462734, + "Platelet_Count": 325.9165713, + "Albumin_Level": 3.008368386, + "Alkaline_Phosphatase_Level": 63.80802826, + "Alanine_Aminotransferase_Level": 32.82468494, + "Aspartate_Aminotransferase_Level": 23.11790897, + "Creatinine_Level": 1.059000728, + "LDH_Level": 143.5319544, + "Calcium_Level": 10.45956449, + "Phosphorus_Level": 4.94591642, + "Glucose_Level": 116.0042933, + "Potassium_Level": 3.891121941, + "Sodium_Level": 138.3972446, + "Smoking_Pack_Years": 69.12077249 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.09212784, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.0865308, + "White_Blood_Cell_Count": 7.441788523, + "Platelet_Count": 443.0825302, + "Albumin_Level": 4.274909456, + "Alkaline_Phosphatase_Level": 79.6405053, + "Alanine_Aminotransferase_Level": 14.57408777, + "Aspartate_Aminotransferase_Level": 36.10253818, + "Creatinine_Level": 1.000473452, + "LDH_Level": 171.0395435, + "Calcium_Level": 9.580017599, + "Phosphorus_Level": 3.34657823, + "Glucose_Level": 128.3275298, + "Potassium_Level": 4.905568345, + "Sodium_Level": 143.5043094, + "Smoking_Pack_Years": 39.74275348 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.2516347, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.71714345, + "White_Blood_Cell_Count": 8.74574228, + "Platelet_Count": 354.303862, + "Albumin_Level": 4.233351607, + "Alkaline_Phosphatase_Level": 91.68739163, + "Alanine_Aminotransferase_Level": 10.54585836, + "Aspartate_Aminotransferase_Level": 14.52256911, + "Creatinine_Level": 1.479409111, + "LDH_Level": 119.3012572, + "Calcium_Level": 8.863179802, + "Phosphorus_Level": 4.779620407, + "Glucose_Level": 78.91555322, + "Potassium_Level": 4.910993612, + "Sodium_Level": 136.4721089, + "Smoking_Pack_Years": 79.54809739 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.8372657, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.59887925, + "White_Blood_Cell_Count": 3.6857006, + "Platelet_Count": 435.9243895, + "Albumin_Level": 4.339271744, + "Alkaline_Phosphatase_Level": 59.23723073, + "Alanine_Aminotransferase_Level": 34.80770732, + "Aspartate_Aminotransferase_Level": 30.01402993, + "Creatinine_Level": 0.83806798, + "LDH_Level": 166.9943449, + "Calcium_Level": 9.130173136, + "Phosphorus_Level": 3.405821213, + "Glucose_Level": 126.218851, + "Potassium_Level": 3.98164467, + "Sodium_Level": 137.0961469, + "Smoking_Pack_Years": 41.85052619 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.98854397, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.84954677, + "White_Blood_Cell_Count": 3.896685411, + "Platelet_Count": 291.8729045, + "Albumin_Level": 3.153113477, + "Alkaline_Phosphatase_Level": 54.96174723, + "Alanine_Aminotransferase_Level": 31.97326197, + "Aspartate_Aminotransferase_Level": 15.63366092, + "Creatinine_Level": 0.577675219, + "LDH_Level": 178.8552763, + "Calcium_Level": 8.725491353, + "Phosphorus_Level": 4.358341174, + "Glucose_Level": 103.0823477, + "Potassium_Level": 4.077700408, + "Sodium_Level": 142.2120935, + "Smoking_Pack_Years": 12.21058183 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.7617585, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.68152494, + "White_Blood_Cell_Count": 3.512686439, + "Platelet_Count": 275.5940735, + "Albumin_Level": 4.384501132, + "Alkaline_Phosphatase_Level": 48.7303376, + "Alanine_Aminotransferase_Level": 10.87552195, + "Aspartate_Aminotransferase_Level": 26.15867453, + "Creatinine_Level": 0.646588079, + "LDH_Level": 189.7259589, + "Calcium_Level": 8.404060129, + "Phosphorus_Level": 4.909808798, + "Glucose_Level": 108.9704054, + "Potassium_Level": 4.760020851, + "Sodium_Level": 142.0858531, + "Smoking_Pack_Years": 15.7622426 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.24505191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.33477353, + "White_Blood_Cell_Count": 7.444636122, + "Platelet_Count": 259.624633, + "Albumin_Level": 3.941120327, + "Alkaline_Phosphatase_Level": 54.59384239, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.13503698, + "White_Blood_Cell_Count": 7.477956298, + "Platelet_Count": 425.7136539, + "Albumin_Level": 4.28342674, + "Alkaline_Phosphatase_Level": 54.95029375, + "Alanine_Aminotransferase_Level": 36.20046732, + "Aspartate_Aminotransferase_Level": 46.16738037, + "Creatinine_Level": 0.672201132, + "LDH_Level": 154.4013237, + "Calcium_Level": 10.05720979, + "Phosphorus_Level": 3.499955601, + "Glucose_Level": 147.9216405, + "Potassium_Level": 3.908130113, + "Sodium_Level": 143.8273536, + "Smoking_Pack_Years": 94.12906107 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.43149503, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.14917517, + "White_Blood_Cell_Count": 9.578653581, + "Platelet_Count": 336.8012064, + "Albumin_Level": 3.994823877, + "Alkaline_Phosphatase_Level": 90.41369937, + "Alanine_Aminotransferase_Level": 23.8044723, + "Aspartate_Aminotransferase_Level": 35.67925374, + "Creatinine_Level": 0.569137897, + "LDH_Level": 118.6102611, + "Calcium_Level": 8.776580165, + "Phosphorus_Level": 2.522411517, + "Glucose_Level": 115.8558603, + "Potassium_Level": 4.553876019, + "Sodium_Level": 138.9004527, + "Smoking_Pack_Years": 90.61850921 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.399740095, + "Glucose_Level": 130.4523392, + "Potassium_Level": 4.159594534, + "Sodium_Level": 138.6689976, + "Smoking_Pack_Years": 59.99851301 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.95032534, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.34160224, + "White_Blood_Cell_Count": 9.601800093, + "Platelet_Count": 375.0051819, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.99409365, + "White_Blood_Cell_Count": 7.043220294, + "Platelet_Count": 406.1406695, + "Albumin_Level": 4.654650652, + "Alkaline_Phosphatase_Level": 79.25814027, + "Alanine_Aminotransferase_Level": 25.08185913, + "Aspartate_Aminotransferase_Level": 44.03765427, + "Creatinine_Level": 0.539731021, + "LDH_Level": 217.9705777, + "Calcium_Level": 8.96554022, + "Phosphorus_Level": 4.73903885, + "Glucose_Level": 70.95239477, + "Potassium_Level": 4.500951476, + "Sodium_Level": 141.4398838, + "Smoking_Pack_Years": 42.31364996 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.31940221, + "White_Blood_Cell_Count": 9.914087925, + "Platelet_Count": 327.451909, + "Albumin_Level": 4.154756286, + "Alkaline_Phosphatase_Level": 65.68159966, + "Alanine_Aminotransferase_Level": 28.3686206, + "Aspartate_Aminotransferase_Level": 13.02160331, + "Creatinine_Level": 0.865765164, + "LDH_Level": 162.7083329, + "Calcium_Level": 8.526112506, + "Phosphorus_Level": 3.957812437, + "Glucose_Level": 107.521605, + "Potassium_Level": 4.234995329, + "Sodium_Level": 144.5373024, + "Smoking_Pack_Years": 0.954623562 + }, + { + "Age": 52, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.84512252, + "White_Blood_Cell_Count": 7.702888709, + "Platelet_Count": 287.1925689, + "Albumin_Level": 4.857807138, + "Alkaline_Phosphatase_Level": 46.94184777, + "Alanine_Aminotransferase_Level": 7.219966839, + "Aspartate_Aminotransferase_Level": 26.54345051, + "Creatinine_Level": 0.532858141, + "LDH_Level": 154.5417835, + "Calcium_Level": 9.920427869, + "Phosphorus_Level": 3.768316721, + "Glucose_Level": 112.6003462, + "Potassium_Level": 4.447685722, + "Sodium_Level": 139.6152674, + "Smoking_Pack_Years": 48.56583547 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.70338752, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.21862938, + "White_Blood_Cell_Count": 3.941915653, + "Platelet_Count": 180.8272627, + "Albumin_Level": 4.916351182, + "Alkaline_Phosphatase_Level": 116.2886313, + "Alanine_Aminotransferase_Level": 17.15609183, + "Aspartate_Aminotransferase_Level": 43.67948339, + "Creatinine_Level": 1.079821105, + "LDH_Level": 192.0772855, + "Calcium_Level": 8.548104443, + "Phosphorus_Level": 3.994296168, + "Glucose_Level": 117.2636446, + "Potassium_Level": 3.524014467, + "Sodium_Level": 140.9248501, + "Smoking_Pack_Years": 86.54538235 + }, + { + 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16.98182344 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.22170925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.85115226, + "White_Blood_Cell_Count": 9.317781985, + "Platelet_Count": 299.5282329, + "Albumin_Level": 4.374503989, + "Alkaline_Phosphatase_Level": 102.3364544, + "Alanine_Aminotransferase_Level": 32.65202337, + "Aspartate_Aminotransferase_Level": 46.29346389, + "Creatinine_Level": 0.530330846, + "LDH_Level": 243.043494, + "Calcium_Level": 8.334019245, + "Phosphorus_Level": 3.548248322, + "Glucose_Level": 94.30123408, + "Potassium_Level": 4.421566635, + "Sodium_Level": 142.7887539, + "Smoking_Pack_Years": 62.35925698 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.59848415, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.33093973, + "White_Blood_Cell_Count": 7.036350785, + "Platelet_Count": 169.5378946, + "Albumin_Level": 4.465558214, + "Alkaline_Phosphatase_Level": 74.74400157, + "Alanine_Aminotransferase_Level": 31.54865263, + "Aspartate_Aminotransferase_Level": 37.95106214, + "Creatinine_Level": 0.806447465, + "LDH_Level": 219.4949646, + "Calcium_Level": 8.337212259, + "Phosphorus_Level": 3.727716027, + "Glucose_Level": 140.4285441, + "Potassium_Level": 3.608077573, + "Sodium_Level": 140.343221, + "Smoking_Pack_Years": 80.19407291 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.68021243, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.25068974, + "White_Blood_Cell_Count": 3.844108129, + "Platelet_Count": 195.5403716, + "Albumin_Level": 4.012322626, + "Alkaline_Phosphatase_Level": 56.55693773, + "Alanine_Aminotransferase_Level": 11.64980311, + "Aspartate_Aminotransferase_Level": 45.86718682, + "Creatinine_Level": 1.302349858, + "LDH_Level": 230.3107044, + "Calcium_Level": 9.283811798, + "Phosphorus_Level": 4.47835479, + "Glucose_Level": 137.582475, + "Potassium_Level": 4.302051679, + "Sodium_Level": 139.2723339, + "Smoking_Pack_Years": 27.11308643 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.78502876, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.14211122, + "White_Blood_Cell_Count": 9.343046767, + "Platelet_Count": 171.921809, + "Albumin_Level": 3.777046214, + "Alkaline_Phosphatase_Level": 32.64296845, + "Alanine_Aminotransferase_Level": 12.11137925, + "Aspartate_Aminotransferase_Level": 10.7430927, + "Creatinine_Level": 0.817269597, + "LDH_Level": 103.4347386, + "Calcium_Level": 8.171575193, + "Phosphorus_Level": 3.861352536, + "Glucose_Level": 78.84116218, + "Potassium_Level": 4.415762798, + "Sodium_Level": 135.0274347, + "Smoking_Pack_Years": 29.22195433 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.74374629, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 84, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.14997388, + "White_Blood_Cell_Count": 6.666923058, + "Platelet_Count": 182.2638446, + "Albumin_Level": 4.127991766, + "Alkaline_Phosphatase_Level": 33.66497797, + "Alanine_Aminotransferase_Level": 25.49449767, + "Aspartate_Aminotransferase_Level": 43.51069548, + "Creatinine_Level": 1.443438093, + "LDH_Level": 230.5866579, + "Calcium_Level": 9.093460728, + "Phosphorus_Level": 3.914015771, + "Glucose_Level": 115.2057277, + "Potassium_Level": 3.508253883, + "Sodium_Level": 138.4025925, + "Smoking_Pack_Years": 99.35300746 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.15787486, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.69535945, + "White_Blood_Cell_Count": 5.386626917, + "Platelet_Count": 167.7196219, + "Albumin_Level": 4.688640497, + "Alkaline_Phosphatase_Level": 88.23452471, + "Alanine_Aminotransferase_Level": 37.26047229, + "Aspartate_Aminotransferase_Level": 11.33794175, + "Creatinine_Level": 1.049301258, + "LDH_Level": 148.1054635, + "Calcium_Level": 10.22806472, + "Phosphorus_Level": 4.324007408, + "Glucose_Level": 105.09661, + "Potassium_Level": 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"Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.52037236, + "White_Blood_Cell_Count": 8.52448589, + "Platelet_Count": 415.7468948, + "Albumin_Level": 4.195272535, + "Alkaline_Phosphatase_Level": 67.9540477, + "Alanine_Aminotransferase_Level": 7.665344548, + "Aspartate_Aminotransferase_Level": 46.17115048, + "Creatinine_Level": 0.716640517, + "LDH_Level": 128.2800308, + "Calcium_Level": 8.351318935, + "Phosphorus_Level": 3.412557796, + "Glucose_Level": 74.32400763, + "Potassium_Level": 4.02860679, + "Sodium_Level": 139.1015301, + "Smoking_Pack_Years": 7.995243308 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.1730397, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.97364921, + "White_Blood_Cell_Count": 4.409547994, + "Platelet_Count": 304.2451367, + "Albumin_Level": 3.890905349, + "Alkaline_Phosphatase_Level": 116.2950644, + "Alanine_Aminotransferase_Level": 25.36154616, + "Aspartate_Aminotransferase_Level": 11.61209867, + "Creatinine_Level": 1.420062194, + "LDH_Level": 243.3311733, + "Calcium_Level": 8.862325208, + "Phosphorus_Level": 4.730243582, + "Glucose_Level": 124.3087071, + "Potassium_Level": 4.327614548, + "Sodium_Level": 141.5659126, + "Smoking_Pack_Years": 28.82371691 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.3357113, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.93081938, + "White_Blood_Cell_Count": 5.113110965, + "Platelet_Count": 221.2959528, + "Albumin_Level": 3.865072382, + "Alkaline_Phosphatase_Level": 31.16249061, + "Alanine_Aminotransferase_Level": 18.78527803, + "Aspartate_Aminotransferase_Level": 42.35065684, + "Creatinine_Level": 0.995110657, + "LDH_Level": 159.1414517, + "Calcium_Level": 8.238522769, + "Phosphorus_Level": 3.912575401, + "Glucose_Level": 123.4051823, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.83764315, + "White_Blood_Cell_Count": 4.797678675, + "Platelet_Count": 412.1528663, + "Albumin_Level": 4.260374882, + "Alkaline_Phosphatase_Level": 56.0954699, + "Alanine_Aminotransferase_Level": 8.488820326, + "Aspartate_Aminotransferase_Level": 47.0586366, + "Creatinine_Level": 1.065455667, + "LDH_Level": 109.5770295, + "Calcium_Level": 10.24853911, + "Phosphorus_Level": 3.384732484, + "Glucose_Level": 141.1335041, + "Potassium_Level": 4.382242064, + "Sodium_Level": 138.8469674, + "Smoking_Pack_Years": 28.54903124 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.66251607, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.41841847, + "White_Blood_Cell_Count": 9.138507537, + "Platelet_Count": 254.3548044, + "Albumin_Level": 4.084685949, + "Alkaline_Phosphatase_Level": 34.78987174, + "Alanine_Aminotransferase_Level": 25.83856403, + "Aspartate_Aminotransferase_Level": 17.87616357, + "Creatinine_Level": 0.682594939, + "LDH_Level": 134.7806596, + "Calcium_Level": 8.192118168, + "Phosphorus_Level": 4.031713573, + "Glucose_Level": 118.9438742, + "Potassium_Level": 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23.02546344, + "Aspartate_Aminotransferase_Level": 15.02278031, + "Creatinine_Level": 0.662667317, + "LDH_Level": 128.5693533, + "Calcium_Level": 10.45532094, + "Phosphorus_Level": 3.734578154, + "Glucose_Level": 124.3941193, + "Potassium_Level": 4.367604592, + "Sodium_Level": 139.9753843, + "Smoking_Pack_Years": 18.76016877 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.02684791, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 86, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.80220358, + "White_Blood_Cell_Count": 5.078823364, + "Platelet_Count": 178.911511, + "Albumin_Level": 4.560823859, + "Alkaline_Phosphatase_Level": 37.41381696, + "Alanine_Aminotransferase_Level": 12.14385365, + "Aspartate_Aminotransferase_Level": 25.05961804, + "Creatinine_Level": 1.460255373, + "LDH_Level": 186.6346056, + "Calcium_Level": 9.593874171, + "Phosphorus_Level": 4.283541546, + "Glucose_Level": 145.2503682, + "Potassium_Level": 4.746043836, + "Sodium_Level": 144.9365104, + "Smoking_Pack_Years": 91.80805895 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.9222205, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.98092004, + "White_Blood_Cell_Count": 7.12029576, + "Platelet_Count": 438.6458275, + "Albumin_Level": 4.552706853, + "Alkaline_Phosphatase_Level": 48.138853, + "Alanine_Aminotransferase_Level": 38.2117947, + "Aspartate_Aminotransferase_Level": 31.33255274, + "Creatinine_Level": 1.431097548, + "LDH_Level": 225.411358, + "Calcium_Level": 9.127847753, + "Phosphorus_Level": 3.978517313, + "Glucose_Level": 109.2874117, + "Potassium_Level": 4.762544995, + "Sodium_Level": 139.7847175, + "Smoking_Pack_Years": 86.08248378 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.22103857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 29.40091962, + "Aspartate_Aminotransferase_Level": 49.00379338, + "Creatinine_Level": 0.574198149, + "LDH_Level": 240.4261729, + "Calcium_Level": 9.551078251, + "Phosphorus_Level": 4.813858979, + "Glucose_Level": 146.8649013, + "Potassium_Level": 4.745371885, + "Sodium_Level": 137.5128621, + "Smoking_Pack_Years": 28.29828994 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.75566841, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.87344132, + "White_Blood_Cell_Count": 8.059961892, + "Platelet_Count": 409.8314468, + "Albumin_Level": 3.470782213, + "Alkaline_Phosphatase_Level": 54.98508004, + "Alanine_Aminotransferase_Level": 5.798517388, + "Aspartate_Aminotransferase_Level": 47.31257717, + "Creatinine_Level": 0.825507165, + "LDH_Level": 247.8161492, + "Calcium_Level": 9.042232042, + "Phosphorus_Level": 4.586653975, + "Glucose_Level": 76.13878494, + "Potassium_Level": 3.859981856, + "Sodium_Level": 139.0347263, + "Smoking_Pack_Years": 85.87892857 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.87934176, + "Tumor_Location": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.40856328, + "White_Blood_Cell_Count": 5.266242696, + "Platelet_Count": 307.7669927, + "Albumin_Level": 3.688126503, + "Alkaline_Phosphatase_Level": 80.19526771, + "Alanine_Aminotransferase_Level": 21.73659243, + "Aspartate_Aminotransferase_Level": 36.44252102, + "Creatinine_Level": 1.225897435, + "LDH_Level": 137.4651553, + "Calcium_Level": 8.440419546, + "Phosphorus_Level": 3.916573878, + "Glucose_Level": 93.82334518, + "Potassium_Level": 4.059950443, + "Sodium_Level": 144.370255, + "Smoking_Pack_Years": 49.84143779 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.77112146, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.79883297, + "White_Blood_Cell_Count": 6.648126173, + "Platelet_Count": 266.9648938, + "Albumin_Level": 4.534031615, + "Alkaline_Phosphatase_Level": 87.77466223, + "Alanine_Aminotransferase_Level": 27.73733643, + "Aspartate_Aminotransferase_Level": 42.21165817, + "Creatinine_Level": 0.659086794, + "LDH_Level": 239.4471966, + "Calcium_Level": 10.18647252, + "Phosphorus_Level": 3.477188973, + "Glucose_Level": 84.10345812, + "Potassium_Level": 4.863302875, + "Sodium_Level": 136.7460114, + "Smoking_Pack_Years": 54.42438264 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.83301244, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.44796689, + "White_Blood_Cell_Count": 8.706555032, + "Platelet_Count": 161.168631, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.82612571, + "White_Blood_Cell_Count": 5.971318805, + "Platelet_Count": 278.368626, + "Albumin_Level": 4.797015999, + "Alkaline_Phosphatase_Level": 106.3156198, + "Alanine_Aminotransferase_Level": 17.32874405, + "Aspartate_Aminotransferase_Level": 43.32362478, + "Creatinine_Level": 1.24814332, + "LDH_Level": 156.2459366, + "Calcium_Level": 8.050796605, + "Phosphorus_Level": 2.783461054, + "Glucose_Level": 126.6402781, + "Potassium_Level": 4.856569673, + "Sodium_Level": 142.3442778, + "Smoking_Pack_Years": 26.43387898 + }, + { + "Age": 49, + "Gender": "Male", 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188.1117342, + "Calcium_Level": 9.043999978, + "Phosphorus_Level": 4.884967373, + "Glucose_Level": 102.6058472, + "Potassium_Level": 4.768029798, + "Sodium_Level": 144.6486206, + "Smoking_Pack_Years": 9.782900108 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.00257274, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.30317926, + "White_Blood_Cell_Count": 9.022345759, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.91652108, + "White_Blood_Cell_Count": 9.942306918, + "Platelet_Count": 300.6143877, + "Albumin_Level": 3.380936592, + "Alkaline_Phosphatase_Level": 106.1568806, + "Alanine_Aminotransferase_Level": 17.23375975, + "Aspartate_Aminotransferase_Level": 26.05133606, + "Creatinine_Level": 1.181615944, + "LDH_Level": 200.5316866, + "Calcium_Level": 8.865900177, + "Phosphorus_Level": 4.355035843, + "Glucose_Level": 134.9017353, + "Potassium_Level": 4.408770918, + "Sodium_Level": 140.9662969, + "Smoking_Pack_Years": 45.10088941 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.50780327, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": 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"Creatinine_Level": 0.943389372, + "LDH_Level": 165.5510395, + "Calcium_Level": 8.00158747, + "Phosphorus_Level": 2.79973928, + "Glucose_Level": 115.6815693, + "Potassium_Level": 4.046827815, + "Sodium_Level": 139.722629, + "Smoking_Pack_Years": 2.707873301 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.30797938, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.46777586, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.87290292, + "White_Blood_Cell_Count": 9.997257537, + "Platelet_Count": 278.6463183, + "Albumin_Level": 3.826869682, + "Alkaline_Phosphatase_Level": 101.6584096, + "Alanine_Aminotransferase_Level": 20.19705534, + "Aspartate_Aminotransferase_Level": 26.81549251, + "Creatinine_Level": 0.642267045, + "LDH_Level": 170.1383818, + "Calcium_Level": 9.501557182, + "Phosphorus_Level": 3.747049982, + "Glucose_Level": 90.95238557, + "Potassium_Level": 3.631380208, + "Sodium_Level": 144.7169858, + "Smoking_Pack_Years": 8.024636673 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.58647719, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.26945776, + "White_Blood_Cell_Count": 9.969179296, + "Platelet_Count": 390.5031771, + "Albumin_Level": 3.861403406, + "Alkaline_Phosphatase_Level": 48.60445811, + "Alanine_Aminotransferase_Level": 22.81587825, + "Aspartate_Aminotransferase_Level": 41.52929733, + "Creatinine_Level": 1.299900896, + "LDH_Level": 135.338916, + "Calcium_Level": 8.543060571, + "Phosphorus_Level": 2.992756823, + "Glucose_Level": 129.8137479, + "Potassium_Level": 4.205525974, + "Sodium_Level": 141.1315918, + "Smoking_Pack_Years": 55.08684648 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.51458324, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.03165566, + "White_Blood_Cell_Count": 3.743359395, + "Platelet_Count": 316.9646416, + "Albumin_Level": 4.19984562, + "Alkaline_Phosphatase_Level": 55.91167072, + "Alanine_Aminotransferase_Level": 12.46425445, + "Aspartate_Aminotransferase_Level": 47.42899402, + "Creatinine_Level": 0.80229246, + "LDH_Level": 202.8561606, + "Calcium_Level": 8.676064021, + "Phosphorus_Level": 4.496137964, + "Glucose_Level": 95.46045792, + "Potassium_Level": 3.781806915, + "Sodium_Level": 141.345992, + "Smoking_Pack_Years": 49.11392031 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.99016285, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.26399504, + "White_Blood_Cell_Count": 3.547966479, + "Platelet_Count": 178.871934, + "Albumin_Level": 4.647997847, + "Alkaline_Phosphatase_Level": 79.58018276, + "Alanine_Aminotransferase_Level": 29.12038911, + "Aspartate_Aminotransferase_Level": 43.93218049, + "Creatinine_Level": 0.508236743, + "LDH_Level": 166.4196946, + "Calcium_Level": 8.936412785, + "Phosphorus_Level": 2.562904166, + "Glucose_Level": 128.0468425, + "Potassium_Level": 4.560042462, + "Sodium_Level": 140.7652036, + "Smoking_Pack_Years": 46.46291658 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.15850666, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.31377636, + "White_Blood_Cell_Count": 5.920601111, + "Platelet_Count": 218.4306555, + "Albumin_Level": 3.233781111, + "Alkaline_Phosphatase_Level": 100.7917566, + "Alanine_Aminotransferase_Level": 8.152725408, + "Aspartate_Aminotransferase_Level": 14.88305314, + "Creatinine_Level": 1.483956281, + "LDH_Level": 236.5833324, + "Calcium_Level": 9.756671491, + "Phosphorus_Level": 4.833497187, + "Glucose_Level": 133.3842448, + "Potassium_Level": 4.498354, + "Sodium_Level": 138.3563375, + "Smoking_Pack_Years": 74.2659359 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.8967727, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.09137799, + "White_Blood_Cell_Count": 6.181950252, + "Platelet_Count": 251.0740889, + "Albumin_Level": 3.936679393, + "Alkaline_Phosphatase_Level": 75.68325843, + "Alanine_Aminotransferase_Level": 29.05308164, + "Aspartate_Aminotransferase_Level": 10.48046737, + "Creatinine_Level": 0.652608935, + "LDH_Level": 135.8441051, + "Calcium_Level": 8.778673006, + "Phosphorus_Level": 4.244516962, + "Glucose_Level": 80.680561, + "Potassium_Level": 4.121626567, + "Sodium_Level": 139.7747674, + "Smoking_Pack_Years": 90.56782551 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.17927215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.9113768, + "White_Blood_Cell_Count": 6.008990535, + "Platelet_Count": 165.4970624, + "Albumin_Level": 4.392132501, + "Alkaline_Phosphatase_Level": 109.9371376, + "Alanine_Aminotransferase_Level": 22.33388077, + "Aspartate_Aminotransferase_Level": 17.47379013, + "Creatinine_Level": 1.285349121, + "LDH_Level": 240.7396297, + "Calcium_Level": 8.004804988, + "Phosphorus_Level": 2.688193269, + "Glucose_Level": 101.3902017, + "Potassium_Level": 4.82434614, + "Sodium_Level": 142.2180252, + "Smoking_Pack_Years": 96.04488816 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.26937612, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.62680173, + "White_Blood_Cell_Count": 9.105546106, + "Platelet_Count": 321.2439932, + "Albumin_Level": 4.326182122, + "Alkaline_Phosphatase_Level": 44.75734442, + "Alanine_Aminotransferase_Level": 14.69928951, + "Aspartate_Aminotransferase_Level": 36.25526952, + "Creatinine_Level": 1.475340019, + "LDH_Level": 173.1032256, + "Calcium_Level": 9.52590182, + "Phosphorus_Level": 3.664469551, + "Glucose_Level": 122.3408693, + "Potassium_Level": 3.973532018, + "Sodium_Level": 138.7443704, + "Smoking_Pack_Years": 62.94588397 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.842581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.97093623, + "White_Blood_Cell_Count": 8.422175443, + "Platelet_Count": 266.4063686, + "Albumin_Level": 3.743287074, + "Alkaline_Phosphatase_Level": 60.52897542, + "Alanine_Aminotransferase_Level": 11.38650932, + "Aspartate_Aminotransferase_Level": 27.59243691, + "Creatinine_Level": 0.785650553, + "LDH_Level": 113.8755414, + "Calcium_Level": 8.669525159, + "Phosphorus_Level": 3.609250028, + "Glucose_Level": 74.08639761, + "Potassium_Level": 3.646865948, + "Sodium_Level": 144.827538, + "Smoking_Pack_Years": 75.05938576 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.7311812, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.41228311, + "White_Blood_Cell_Count": 4.272345103, + "Platelet_Count": 167.478773, + "Albumin_Level": 3.185498281, + "Alkaline_Phosphatase_Level": 85.3646888, + "Alanine_Aminotransferase_Level": 26.9831903, + "Aspartate_Aminotransferase_Level": 47.78955241, + "Creatinine_Level": 0.881077933, + "LDH_Level": 189.7468033, + "Calcium_Level": 9.886678174, + "Phosphorus_Level": 3.874088549, + "Glucose_Level": 75.57810342, + "Potassium_Level": 3.827927651, + "Sodium_Level": 139.389763, + "Smoking_Pack_Years": 53.07023798 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.02730159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.81607459, + "White_Blood_Cell_Count": 7.695382635, + "Platelet_Count": 166.9167665, + "Albumin_Level": 4.753261173, + "Alkaline_Phosphatase_Level": 94.63133016, + "Alanine_Aminotransferase_Level": 5.083633241, + "Aspartate_Aminotransferase_Level": 16.36346491, + "Creatinine_Level": 0.595567721, + "LDH_Level": 187.0386394, + "Calcium_Level": 8.616471651, + "Phosphorus_Level": 4.719373023, + "Glucose_Level": 127.792142, + "Potassium_Level": 3.541425955, + "Sodium_Level": 142.0877461, + "Smoking_Pack_Years": 59.25719247 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 106.4835496, + "Alanine_Aminotransferase_Level": 23.02823246, + "Aspartate_Aminotransferase_Level": 17.94893875, + "Creatinine_Level": 0.857973882, + "LDH_Level": 223.7096612, + "Calcium_Level": 8.160706538, + "Phosphorus_Level": 3.677860319, + "Glucose_Level": 92.99878132, + "Potassium_Level": 3.668958267, + "Sodium_Level": 141.0947424, + "Smoking_Pack_Years": 20.77872011 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.37019781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.14709307, + "White_Blood_Cell_Count": 6.935092607, + "Platelet_Count": 348.0214695, + "Albumin_Level": 4.215329554, + "Alkaline_Phosphatase_Level": 99.4517036, + "Alanine_Aminotransferase_Level": 32.41659384, + "Aspartate_Aminotransferase_Level": 28.55265403, + "Creatinine_Level": 1.03180342, + "LDH_Level": 104.3895864, + "Calcium_Level": 8.065980809, + "Phosphorus_Level": 4.107946475, + "Glucose_Level": 84.95952405, + "Potassium_Level": 3.533128543, + "Sodium_Level": 135.9567966, + "Smoking_Pack_Years": 32.52997524 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.87991959, + "White_Blood_Cell_Count": 4.646579103, + "Platelet_Count": 225.2272517, + "Albumin_Level": 3.934681179, + "Alkaline_Phosphatase_Level": 78.86834469, + "Alanine_Aminotransferase_Level": 19.39854813, + "Aspartate_Aminotransferase_Level": 17.05513883, + "Creatinine_Level": 0.60205938, + "LDH_Level": 203.8800405, + "Calcium_Level": 8.74872631, + "Phosphorus_Level": 3.95600493, + "Glucose_Level": 97.72914423, + "Potassium_Level": 4.710586478, + "Sodium_Level": 137.1631314, + "Smoking_Pack_Years": 11.14306269 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.63288375, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.91617444, + "White_Blood_Cell_Count": 3.659726676, + "Platelet_Count": 418.6041207, + "Albumin_Level": 4.999126685, + "Alkaline_Phosphatase_Level": 87.53363404, + "Alanine_Aminotransferase_Level": 25.66066573, + "Aspartate_Aminotransferase_Level": 49.12102646, + "Creatinine_Level": 0.718693466, + "LDH_Level": 183.8722437, + "Calcium_Level": 10.41438185, + "Phosphorus_Level": 3.878379793, + "Glucose_Level": 92.60911941, + "Potassium_Level": 4.197934327, + "Sodium_Level": 138.4865883, + "Smoking_Pack_Years": 53.27850016 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.75058505, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.80193576, + "White_Blood_Cell_Count": 9.769896465, + "Platelet_Count": 157.7206608, + "Albumin_Level": 4.401824568, + "Alkaline_Phosphatase_Level": 96.1065649, + "Alanine_Aminotransferase_Level": 15.98844245, + "Aspartate_Aminotransferase_Level": 13.01311667, + "Creatinine_Level": 0.712909857, + "LDH_Level": 127.0289496, + "Calcium_Level": 8.123841182, + "Phosphorus_Level": 3.534776308, + "Glucose_Level": 108.0376496, + "Potassium_Level": 4.817995012, + "Sodium_Level": 140.0549879, + "Smoking_Pack_Years": 89.00759585 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.2797218, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.45433713, + "White_Blood_Cell_Count": 4.097206404, + "Platelet_Count": 234.9687208, + "Albumin_Level": 3.649705408, + "Alkaline_Phosphatase_Level": 117.0650856, + "Alanine_Aminotransferase_Level": 8.782696568, + "Aspartate_Aminotransferase_Level": 46.64209233, + "Creatinine_Level": 0.633739865, + "LDH_Level": 200.3680973, + "Calcium_Level": 9.847736041, + "Phosphorus_Level": 3.290561677, + "Glucose_Level": 109.419976, + "Potassium_Level": 3.539870879, + "Sodium_Level": 139.9975352, + "Smoking_Pack_Years": 57.28062052 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.340186, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.69201246, + "White_Blood_Cell_Count": 3.710164985, + "Platelet_Count": 355.8365327, + "Albumin_Level": 3.816553244, + "Alkaline_Phosphatase_Level": 77.86265792, + "Alanine_Aminotransferase_Level": 11.11088186, + "Aspartate_Aminotransferase_Level": 17.65232832, + "Creatinine_Level": 1.276246108, + "LDH_Level": 176.6074745, + "Calcium_Level": 9.68280142, + "Phosphorus_Level": 2.956943034, + "Glucose_Level": 106.5223858, + "Potassium_Level": 4.80441278, + "Sodium_Level": 142.6276337, + "Smoking_Pack_Years": 66.26150838 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.52316387, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.35078069, + "White_Blood_Cell_Count": 6.453904087, + "Platelet_Count": 263.7350616, + "Albumin_Level": 3.690292858, + "Alkaline_Phosphatase_Level": 81.40792395, + "Alanine_Aminotransferase_Level": 13.81511599, + "Aspartate_Aminotransferase_Level": 10.11254658, + "Creatinine_Level": 0.882705493, + "LDH_Level": 109.6142823, + "Calcium_Level": 8.678801581, + "Phosphorus_Level": 3.57659924, + "Glucose_Level": 84.61207518, + "Potassium_Level": 4.322771322, + "Sodium_Level": 140.3020498, + "Smoking_Pack_Years": 46.91657847 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.90067389, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.2029627, + "White_Blood_Cell_Count": 9.876813927, + "Platelet_Count": 436.4949737, + "Albumin_Level": 3.639152054, + "Alkaline_Phosphatase_Level": 74.70422279, + "Alanine_Aminotransferase_Level": 28.90257039, + "Aspartate_Aminotransferase_Level": 29.3383013, + "Creatinine_Level": 0.911501313, + "LDH_Level": 175.3829452, + "Calcium_Level": 8.172764529, + "Phosphorus_Level": 4.574950853, + "Glucose_Level": 131.1039221, + "Potassium_Level": 3.66122011, + "Sodium_Level": 139.2199543, + "Smoking_Pack_Years": 63.55954523 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.38882682, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.65168539, + "White_Blood_Cell_Count": 9.561347389, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.4216432, + "White_Blood_Cell_Count": 3.655048362, + "Platelet_Count": 184.0398004, + "Albumin_Level": 3.208574293, + "Alkaline_Phosphatase_Level": 50.85381935, + "Alanine_Aminotransferase_Level": 26.76031293, + "Aspartate_Aminotransferase_Level": 36.34493351, + "Creatinine_Level": 1.186932008, + "LDH_Level": 136.4822851, + "Calcium_Level": 9.653599767, + "Phosphorus_Level": 3.764505905, + "Glucose_Level": 119.052676, + "Potassium_Level": 4.420721605, + "Sodium_Level": 137.8269767, + "Smoking_Pack_Years": 96.66896257 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.46540464, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "African 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6.544226534 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.78988797, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.58188602, + "White_Blood_Cell_Count": 5.642015794, + "Platelet_Count": 155.5204078, + "Albumin_Level": 3.996211984, + "Alkaline_Phosphatase_Level": 53.21886764, + "Alanine_Aminotransferase_Level": 31.38363133, + "Aspartate_Aminotransferase_Level": 13.01222966, + "Creatinine_Level": 1.063255041, + "LDH_Level": 191.4811309, + "Calcium_Level": 8.071957621, + "Phosphorus_Level": 2.613466626, + "Glucose_Level": 82.08128868, + "Potassium_Level": 4.287754855, + "Sodium_Level": 141.0810877, + "Smoking_Pack_Years": 14.40274531 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.09872477, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.70125441, + "White_Blood_Cell_Count": 4.127318577, + "Platelet_Count": 383.7139183, + "Albumin_Level": 3.421130035, + "Alkaline_Phosphatase_Level": 37.44267323, + "Alanine_Aminotransferase_Level": 25.05819019, + "Aspartate_Aminotransferase_Level": 19.42444029, + "Creatinine_Level": 0.621323604, + "LDH_Level": 121.0333759, + "Calcium_Level": 8.961508596, + "Phosphorus_Level": 3.210245567, + "Glucose_Level": 109.789706, + "Potassium_Level": 4.43414505, + "Sodium_Level": 136.2137162, + "Smoking_Pack_Years": 90.86819126 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.96226197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.55775381, + "White_Blood_Cell_Count": 7.974582251, + "Platelet_Count": 426.2916544, + "Albumin_Level": 3.531893972, + "Alkaline_Phosphatase_Level": 97.73333653, + "Alanine_Aminotransferase_Level": 30.97696382, + "Aspartate_Aminotransferase_Level": 36.62355605, + "Creatinine_Level": 0.658170627, + "LDH_Level": 107.6377041, + "Calcium_Level": 9.723731773, + "Phosphorus_Level": 3.579728342, + "Glucose_Level": 97.16471203, + "Potassium_Level": 4.700914593, + "Sodium_Level": 139.8123065, + "Smoking_Pack_Years": 8.43649644 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.25860173, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.44418374, + "White_Blood_Cell_Count": 9.932978392, + "Platelet_Count": 260.0967904, + "Albumin_Level": 3.476511079, + "Alkaline_Phosphatase_Level": 116.0426349, + "Alanine_Aminotransferase_Level": 16.29756467, + "Aspartate_Aminotransferase_Level": 39.27446305, + "Creatinine_Level": 0.904988636, + "LDH_Level": 151.0159919, + "Calcium_Level": 10.42053874, + "Phosphorus_Level": 4.471768188, + "Glucose_Level": 121.1060437, + "Potassium_Level": 4.581021815, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 13.84310051, + "Creatinine_Level": 0.720618969, + "LDH_Level": 245.0572613, + "Calcium_Level": 10.22851092, + "Phosphorus_Level": 2.729446195, + "Glucose_Level": 76.50585711, + "Potassium_Level": 3.924355168, + "Sodium_Level": 137.619373, + "Smoking_Pack_Years": 50.10194431 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.15396034, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.27922349, + "White_Blood_Cell_Count": 4.172990391, + "Platelet_Count": 228.8543447, + "Albumin_Level": 3.352083967, + "Alkaline_Phosphatase_Level": 100.8844977, + "Alanine_Aminotransferase_Level": 5.013558859, + "Aspartate_Aminotransferase_Level": 42.81175754, + "Creatinine_Level": 1.177014763, + "LDH_Level": 234.4076705, + "Calcium_Level": 9.940277631, + "Phosphorus_Level": 4.749234995, + "Glucose_Level": 103.5715385, + "Potassium_Level": 4.061960743, + "Sodium_Level": 136.7223013, + "Smoking_Pack_Years": 77.96828319 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.03469253, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.53385184, + "White_Blood_Cell_Count": 7.979447541, + "Platelet_Count": 286.5354626, + "Albumin_Level": 4.54658894, + "Alkaline_Phosphatase_Level": 118.2457902, + "Alanine_Aminotransferase_Level": 6.473052911, + "Aspartate_Aminotransferase_Level": 44.21258109, + "Creatinine_Level": 0.997974377, + "LDH_Level": 163.001457, + "Calcium_Level": 8.734823553, + "Phosphorus_Level": 4.713940088, + "Glucose_Level": 145.117531, + "Potassium_Level": 4.618397342, + "Sodium_Level": 136.8374319, + "Smoking_Pack_Years": 93.4443312 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.29811902, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.47633472, + "White_Blood_Cell_Count": 6.430336687, + "Platelet_Count": 330.1320488, + "Albumin_Level": 4.464702634, + "Alkaline_Phosphatase_Level": 67.2653208, + "Alanine_Aminotransferase_Level": 33.53128895, + "Aspartate_Aminotransferase_Level": 26.01708419, + "Creatinine_Level": 0.695321943, + "LDH_Level": 212.6836015, + "Calcium_Level": 10.02169577, + "Phosphorus_Level": 2.625515499, + "Glucose_Level": 121.366424, + "Potassium_Level": 4.226391314, + "Sodium_Level": 140.4276422, + "Smoking_Pack_Years": 51.66442365 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.3953578, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.32780466, + "White_Blood_Cell_Count": 8.584719598, + "Platelet_Count": 370.9442113, + "Albumin_Level": 3.487037246, + "Alkaline_Phosphatase_Level": 108.8796448, + "Alanine_Aminotransferase_Level": 18.15965503, + "Aspartate_Aminotransferase_Level": 41.05995268, + "Creatinine_Level": 0.530795383, + "LDH_Level": 106.0377598, + "Calcium_Level": 9.250734084, + "Phosphorus_Level": 4.104579993, + "Glucose_Level": 95.80178744, + "Potassium_Level": 3.867484346, + "Sodium_Level": 142.1141512, + "Smoking_Pack_Years": 6.770708751 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.14366444, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.33182566, + "White_Blood_Cell_Count": 9.173275252, + "Platelet_Count": 194.5164083, + "Albumin_Level": 4.403591224, + "Alkaline_Phosphatase_Level": 103.6629728, + "Alanine_Aminotransferase_Level": 11.81493017, + "Aspartate_Aminotransferase_Level": 47.83884724, + "Creatinine_Level": 1.390292245, + "LDH_Level": 154.2621294, + "Calcium_Level": 8.523982001, + "Phosphorus_Level": 3.088683761, + "Glucose_Level": 82.96620425, + "Potassium_Level": 4.391233595, + "Sodium_Level": 135.5084932, + "Smoking_Pack_Years": 28.51164562 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.63812933, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.45398753, + "White_Blood_Cell_Count": 5.29955855, + "Platelet_Count": 269.0625586, + "Albumin_Level": 3.230205795, + "Alkaline_Phosphatase_Level": 91.59243969, + "Alanine_Aminotransferase_Level": 24.86596415, + "Aspartate_Aminotransferase_Level": 40.04225128, + "Creatinine_Level": 1.151247554, + "LDH_Level": 217.0726034, + "Calcium_Level": 8.232221433, + "Phosphorus_Level": 4.748589336, + "Glucose_Level": 74.30479119, + "Potassium_Level": 3.788186129, + "Sodium_Level": 135.261925, + "Smoking_Pack_Years": 9.450545535 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.31451449, + "Tumor_Location": 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131.9660731, + "Potassium_Level": 4.579234351, + "Sodium_Level": 143.8902777, + "Smoking_Pack_Years": 76.20831736 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.22581295, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.85118676, + "White_Blood_Cell_Count": 9.658946197, + "Platelet_Count": 159.9569155, + "Albumin_Level": 4.091952892, + "Alkaline_Phosphatase_Level": 36.64943188, + "Alanine_Aminotransferase_Level": 6.14390386, + "Aspartate_Aminotransferase_Level": 17.50962783, + "Creatinine_Level": 1.462302287, + "LDH_Level": 183.0526755, + "Calcium_Level": 9.767999253, + "Phosphorus_Level": 4.566236978, + "Glucose_Level": 149.7007669, + "Potassium_Level": 3.8846734, + "Sodium_Level": 139.4464991, + "Smoking_Pack_Years": 51.90158505 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.89487014, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.27742974, + "White_Blood_Cell_Count": 6.575483983, + "Platelet_Count": 358.936934, + "Albumin_Level": 3.140623051, + "Alkaline_Phosphatase_Level": 55.46207877, + "Alanine_Aminotransferase_Level": 38.88217621, + "Aspartate_Aminotransferase_Level": 48.59943705, + "Creatinine_Level": 0.918165813, + "LDH_Level": 170.7546333, + "Calcium_Level": 9.308305838, + "Phosphorus_Level": 4.766698098, + "Glucose_Level": 148.7951145, + "Potassium_Level": 4.335026937, + "Sodium_Level": 136.7968525, + "Smoking_Pack_Years": 68.50086593 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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314.8586503, + "Albumin_Level": 4.776951533, + "Alkaline_Phosphatase_Level": 95.9766209, + "Alanine_Aminotransferase_Level": 13.21795875, + "Aspartate_Aminotransferase_Level": 11.95058605, + "Creatinine_Level": 1.344629176, + "LDH_Level": 228.2716115, + "Calcium_Level": 8.29899253, + "Phosphorus_Level": 3.977768915, + "Glucose_Level": 146.982201, + "Potassium_Level": 3.577162605, + "Sodium_Level": 135.3353581, + "Smoking_Pack_Years": 13.76926248 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.43037535, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.47503489, + "White_Blood_Cell_Count": 9.875579776, + "Platelet_Count": 271.6104612, + "Albumin_Level": 3.266346309, + "Alkaline_Phosphatase_Level": 48.55743461, + "Alanine_Aminotransferase_Level": 29.88478425, + "Aspartate_Aminotransferase_Level": 32.2807331, + "Creatinine_Level": 0.972054572, + "LDH_Level": 171.9432046, + "Calcium_Level": 9.710288985, + "Phosphorus_Level": 2.69678328, + "Glucose_Level": 139.1689592, + "Potassium_Level": 4.738028467, + "Sodium_Level": 139.1852228, + "Smoking_Pack_Years": 97.85371797 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.41620383, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.15718022, + "White_Blood_Cell_Count": 7.100927094, + "Platelet_Count": 442.0382302, + "Albumin_Level": 3.521813096, + "Alkaline_Phosphatase_Level": 106.4248696, + "Alanine_Aminotransferase_Level": 30.31116253, + "Aspartate_Aminotransferase_Level": 29.85586542, + "Creatinine_Level": 1.12522392, + "LDH_Level": 172.4811815, + "Calcium_Level": 8.675549878, + "Phosphorus_Level": 3.054300341, + "Glucose_Level": 114.2548574, + "Potassium_Level": 3.790765196, + "Sodium_Level": 141.4620195, + "Smoking_Pack_Years": 22.90162324 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.0603517, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.3548336, + "White_Blood_Cell_Count": 4.33207625, + "Platelet_Count": 188.0615852, + "Albumin_Level": 3.774253039, + "Alkaline_Phosphatase_Level": 58.62522083, + "Alanine_Aminotransferase_Level": 14.95802087, + "Aspartate_Aminotransferase_Level": 21.0464349, + "Creatinine_Level": 1.107261568, + "LDH_Level": 232.0003244, + "Calcium_Level": 9.045681512, + "Phosphorus_Level": 4.657519239, + "Glucose_Level": 101.7172188, + "Potassium_Level": 3.757913545, + "Sodium_Level": 142.2205376, + "Smoking_Pack_Years": 70.10257729 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.97300783, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.70474496, + "White_Blood_Cell_Count": 3.676454027, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.38092834, + "White_Blood_Cell_Count": 7.292864561, + "Platelet_Count": 309.4134018, + "Albumin_Level": 4.704310818, + "Alkaline_Phosphatase_Level": 39.91366987, + "Alanine_Aminotransferase_Level": 10.77105087, + "Aspartate_Aminotransferase_Level": 11.51880927, + "Creatinine_Level": 1.071313393, + "LDH_Level": 193.3623137, + "Calcium_Level": 10.34013471, + "Phosphorus_Level": 4.350856689, + "Glucose_Level": 142.4426947, + "Potassium_Level": 3.63612104, + "Sodium_Level": 138.6366861, + "Smoking_Pack_Years": 43.79927878 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.69705019, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.11528624, + "White_Blood_Cell_Count": 4.271677054, + "Platelet_Count": 408.8672855, + "Albumin_Level": 3.467231431, + "Alkaline_Phosphatase_Level": 108.3076458, + "Alanine_Aminotransferase_Level": 39.12273784, + "Aspartate_Aminotransferase_Level": 11.37908265, + "Creatinine_Level": 1.352085461, + "LDH_Level": 234.1061276, + "Calcium_Level": 9.13037421, + "Phosphorus_Level": 2.650541642, + "Glucose_Level": 78.93535925, + "Potassium_Level": 3.762900838, + "Sodium_Level": 144.5207941, + "Smoking_Pack_Years": 41.78814137 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.79308401, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.39900609, + "White_Blood_Cell_Count": 6.833645762, + "Platelet_Count": 257.8774429, + "Albumin_Level": 4.674670166, + "Alkaline_Phosphatase_Level": 72.24978251, + "Alanine_Aminotransferase_Level": 35.79107477, + "Aspartate_Aminotransferase_Level": 26.48396268, + "Creatinine_Level": 1.300355894, + "LDH_Level": 230.2480526, + "Calcium_Level": 9.439890359, + "Phosphorus_Level": 3.638355675, + "Glucose_Level": 131.8828596, + "Potassium_Level": 3.519739378, + "Sodium_Level": 141.6986429, + "Smoking_Pack_Years": 63.13668522 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.00936076, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.83456868, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.92547134, + "White_Blood_Cell_Count": 6.84704002, + "Platelet_Count": 248.3625716, + "Albumin_Level": 4.583779041, + "Alkaline_Phosphatase_Level": 76.02279287, + "Alanine_Aminotransferase_Level": 34.24963118, + "Aspartate_Aminotransferase_Level": 45.03918306, + "Creatinine_Level": 1.178638162, + "LDH_Level": 154.6158111, + "Calcium_Level": 9.125075121, + "Phosphorus_Level": 4.668638835, + "Glucose_Level": 71.3068774, + "Potassium_Level": 4.508266439, + "Sodium_Level": 138.8616614, + "Smoking_Pack_Years": 84.23413432 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.84716156, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.59127235, + "White_Blood_Cell_Count": 9.149129246, + "Platelet_Count": 367.7997188, + "Albumin_Level": 3.145671976, + "Alkaline_Phosphatase_Level": 82.16918628, + "Alanine_Aminotransferase_Level": 18.21291133, + "Aspartate_Aminotransferase_Level": 31.89353754, + "Creatinine_Level": 0.795454798, + "LDH_Level": 212.8219521, + "Calcium_Level": 9.80320248, + "Phosphorus_Level": 3.616598344, + "Glucose_Level": 96.39949587, + "Potassium_Level": 4.843318961, + "Sodium_Level": 140.0271381, + "Smoking_Pack_Years": 19.95563482 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.29567175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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144.1176807, + "Smoking_Pack_Years": 3.035729377 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.68290355, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.8554125, + "White_Blood_Cell_Count": 5.49633522, + "Platelet_Count": 297.5244155, + "Albumin_Level": 3.51177017, + "Alkaline_Phosphatase_Level": 102.8095941, + "Alanine_Aminotransferase_Level": 31.36819555, + "Aspartate_Aminotransferase_Level": 21.37473301, + "Creatinine_Level": 0.717374592, + "LDH_Level": 141.730358, + "Calcium_Level": 9.244280755, + "Phosphorus_Level": 4.349681563, + "Glucose_Level": 116.71442, + "Potassium_Level": 3.971749133, + "Sodium_Level": 144.7485487, + "Smoking_Pack_Years": 89.32796146 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.10698058, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.49403009, + "White_Blood_Cell_Count": 3.620996863, + "Platelet_Count": 281.7268151, + "Albumin_Level": 3.661196618, + "Alkaline_Phosphatase_Level": 88.3453438, + "Alanine_Aminotransferase_Level": 26.70616478, + "Aspartate_Aminotransferase_Level": 42.44167175, + "Creatinine_Level": 1.286541762, + "LDH_Level": 133.0016246, + "Calcium_Level": 9.262385099, + "Phosphorus_Level": 3.809689339, + "Glucose_Level": 109.0338031, + "Potassium_Level": 4.659261883, + "Sodium_Level": 144.4545802, + "Smoking_Pack_Years": 65.6121723 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.86701607, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.35722259, + "White_Blood_Cell_Count": 6.831649641, + "Platelet_Count": 361.7239786, + "Albumin_Level": 4.411415067, + "Alkaline_Phosphatase_Level": 98.75676341, + "Alanine_Aminotransferase_Level": 19.64012432, + "Aspartate_Aminotransferase_Level": 29.87512229, + "Creatinine_Level": 0.686383137, + "LDH_Level": 150.0538895, + "Calcium_Level": 8.614283976, + "Phosphorus_Level": 3.011118769, + "Glucose_Level": 109.1470105, + "Potassium_Level": 4.510647339, + "Sodium_Level": 136.6905068, + "Smoking_Pack_Years": 67.83590845 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.30378893, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.09230606, + "White_Blood_Cell_Count": 6.97087354, + "Platelet_Count": 174.812998, + "Albumin_Level": 3.51244968, + "Alkaline_Phosphatase_Level": 106.3493228, + "Alanine_Aminotransferase_Level": 33.08165097, + "Aspartate_Aminotransferase_Level": 15.73135435, + "Creatinine_Level": 0.544079859, + "LDH_Level": 147.2939001, + "Calcium_Level": 8.288485474, + "Phosphorus_Level": 3.077740806, + "Glucose_Level": 139.7799528, + "Potassium_Level": 3.560706241, + "Sodium_Level": 144.190062, + "Smoking_Pack_Years": 68.41535047 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.21732712, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.82141728, + "White_Blood_Cell_Count": 3.740266233, + "Platelet_Count": 206.9948675, + "Albumin_Level": 3.600032979, + "Alkaline_Phosphatase_Level": 88.40805002, + "Alanine_Aminotransferase_Level": 32.91588775, + "Aspartate_Aminotransferase_Level": 13.50538222, + "Creatinine_Level": 0.935990006, + "LDH_Level": 193.6684511, + "Calcium_Level": 9.659006082, + "Phosphorus_Level": 4.94698172, + "Glucose_Level": 99.44867228, + "Potassium_Level": 4.172752109, + "Sodium_Level": 138.9265184, + "Smoking_Pack_Years": 41.52570505 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.05569924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.11164976, + "White_Blood_Cell_Count": 7.264418513, + "Platelet_Count": 350.9650679, + "Albumin_Level": 4.20387484, + "Alkaline_Phosphatase_Level": 54.14999685, + "Alanine_Aminotransferase_Level": 22.01268758, + "Aspartate_Aminotransferase_Level": 26.99630863, + "Creatinine_Level": 0.507121855, + "LDH_Level": 228.5888114, + "Calcium_Level": 10.4128943, + "Phosphorus_Level": 2.781051089, + "Glucose_Level": 91.52782879, + "Potassium_Level": 4.8543411, + "Sodium_Level": 139.6164444, + "Smoking_Pack_Years": 80.61422027 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.097597, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.4623733, + "White_Blood_Cell_Count": 3.583815659, + "Platelet_Count": 271.1506603, + "Albumin_Level": 3.303391164, + "Alkaline_Phosphatase_Level": 105.6347485, + "Alanine_Aminotransferase_Level": 26.1269046, + "Aspartate_Aminotransferase_Level": 31.06963558, + "Creatinine_Level": 1.393982186, + "LDH_Level": 158.3167475, + "Calcium_Level": 8.887164991, + "Phosphorus_Level": 4.117700419, + "Glucose_Level": 116.2857552, + "Potassium_Level": 4.780954225, + "Sodium_Level": 143.0599918, + "Smoking_Pack_Years": 31.00911549 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.14076835, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.50378941, + "White_Blood_Cell_Count": 4.299627027, + "Platelet_Count": 360.4454786, + "Albumin_Level": 3.808976393, + "Alkaline_Phosphatase_Level": 32.10696581, + "Alanine_Aminotransferase_Level": 6.14070983, + "Aspartate_Aminotransferase_Level": 42.10420728, + "Creatinine_Level": 0.747057335, + "LDH_Level": 204.7675504, + "Calcium_Level": 9.534270567, + "Phosphorus_Level": 4.614527109, + "Glucose_Level": 148.8946356, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.55291154, + "White_Blood_Cell_Count": 6.362253926, + "Platelet_Count": 338.3499082, + "Albumin_Level": 4.522681246, + "Alkaline_Phosphatase_Level": 86.25172922, + "Alanine_Aminotransferase_Level": 29.91917248, + "Aspartate_Aminotransferase_Level": 20.71582091, + "Creatinine_Level": 0.51135092, + "LDH_Level": 129.9050887, + "Calcium_Level": 8.019801357, + "Phosphorus_Level": 4.050438752, + "Glucose_Level": 149.6531623, + "Potassium_Level": 4.600196012, + "Sodium_Level": 142.0705792, + "Smoking_Pack_Years": 71.66407133 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.00747879, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.34505733, + "White_Blood_Cell_Count": 3.84876544, + "Platelet_Count": 301.1805584, + "Albumin_Level": 3.740853439, + "Alkaline_Phosphatase_Level": 109.9453266, + "Alanine_Aminotransferase_Level": 23.11709451, + "Aspartate_Aminotransferase_Level": 44.68753285, + "Creatinine_Level": 0.981447649, + "LDH_Level": 239.6450985, + "Calcium_Level": 9.392183528, + "Phosphorus_Level": 3.870692758, + "Glucose_Level": 79.31882701, + "Potassium_Level": 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"Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.8717314, + "White_Blood_Cell_Count": 7.603058929, + "Platelet_Count": 306.215778, + "Albumin_Level": 3.152762219, + "Alkaline_Phosphatase_Level": 80.16111494, + "Alanine_Aminotransferase_Level": 21.7564752, + "Aspartate_Aminotransferase_Level": 11.41108144, + "Creatinine_Level": 0.973641644, + "LDH_Level": 246.2385382, + "Calcium_Level": 10.23223282, + "Phosphorus_Level": 3.098982242, + "Glucose_Level": 82.24979107, + "Potassium_Level": 4.633443845, + "Sodium_Level": 139.1804682, + "Smoking_Pack_Years": 25.20256826 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.83704222, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + 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"Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.41246159, + "White_Blood_Cell_Count": 9.826866645, + "Platelet_Count": 256.3275424, + "Albumin_Level": 3.782638745, + "Alkaline_Phosphatase_Level": 94.85105917, + "Alanine_Aminotransferase_Level": 14.50951505, + "Aspartate_Aminotransferase_Level": 16.23188073, + "Creatinine_Level": 0.668436641, + "LDH_Level": 170.5988377, + "Calcium_Level": 9.445430739, + "Phosphorus_Level": 3.80664597, + "Glucose_Level": 123.6120054, + "Potassium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.81306001, + "White_Blood_Cell_Count": 7.152640963, + "Platelet_Count": 335.7580159, + "Albumin_Level": 4.532231585, + "Alkaline_Phosphatase_Level": 96.71341683, + "Alanine_Aminotransferase_Level": 37.24413665, + "Aspartate_Aminotransferase_Level": 18.2585136, + "Creatinine_Level": 0.875261206, + "LDH_Level": 147.2990833, + "Calcium_Level": 10.43616362, + "Phosphorus_Level": 3.390362064, + "Glucose_Level": 120.9960004, + "Potassium_Level": 3.791753533, + "Sodium_Level": 139.9231215, + "Smoking_Pack_Years": 69.63094932 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.58194863, + "White_Blood_Cell_Count": 7.708957004, + "Platelet_Count": 429.4808611, + "Albumin_Level": 3.890339934, + "Alkaline_Phosphatase_Level": 111.0749223, + "Alanine_Aminotransferase_Level": 36.17815168, + "Aspartate_Aminotransferase_Level": 10.32265054, + "Creatinine_Level": 1.127239565, + "LDH_Level": 108.3309958, + "Calcium_Level": 8.39905393, + "Phosphorus_Level": 2.798791604, + "Glucose_Level": 102.2335905, + "Potassium_Level": 3.836660755, + "Sodium_Level": 143.9926238, + "Smoking_Pack_Years": 24.75234858 + }, + { + "Age": 65, + "Gender": "Female", 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159.0960607, + "Calcium_Level": 10.20110189, + "Phosphorus_Level": 4.642531482, + "Glucose_Level": 123.515195, + "Potassium_Level": 3.564999679, + "Sodium_Level": 135.9984482, + "Smoking_Pack_Years": 92.2344683 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.14458033, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.15486811, + "White_Blood_Cell_Count": 4.957321818, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.19966384, + "White_Blood_Cell_Count": 7.619432022, + "Platelet_Count": 414.1131607, + "Albumin_Level": 4.390692119, + "Alkaline_Phosphatase_Level": 62.15133745, + "Alanine_Aminotransferase_Level": 19.51770699, + "Aspartate_Aminotransferase_Level": 36.82634387, + "Creatinine_Level": 1.081086999, + "LDH_Level": 239.1939876, + "Calcium_Level": 9.817356745, + "Phosphorus_Level": 2.576882496, + "Glucose_Level": 139.6985393, + "Potassium_Level": 4.934196548, + "Sodium_Level": 140.0333503, + "Smoking_Pack_Years": 18.09258932 + }, + { 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.06230723, + "White_Blood_Cell_Count": 7.151832581, + "Platelet_Count": 202.1466933, + "Albumin_Level": 3.149576497, + "Alkaline_Phosphatase_Level": 69.81637354, + "Alanine_Aminotransferase_Level": 8.772896908, + "Aspartate_Aminotransferase_Level": 21.8061759, + "Creatinine_Level": 1.228897318, + "LDH_Level": 107.7935026, + "Calcium_Level": 8.631153066, + "Phosphorus_Level": 3.369793381, + "Glucose_Level": 128.6879321, + "Potassium_Level": 3.899509556, + "Sodium_Level": 137.7338234, + "Smoking_Pack_Years": 51.17350076 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.17804097, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.04170299, + "White_Blood_Cell_Count": 4.757474483, + "Platelet_Count": 387.7161241, + "Albumin_Level": 4.644312864, + "Alkaline_Phosphatase_Level": 116.1618005, + "Alanine_Aminotransferase_Level": 18.07607952, + "Aspartate_Aminotransferase_Level": 24.3630526, + "Creatinine_Level": 0.974110837, + "LDH_Level": 248.2435763, + "Calcium_Level": 9.477895472, + "Phosphorus_Level": 3.716862437, + "Glucose_Level": 81.69753925, + "Potassium_Level": 4.603235337, + "Sodium_Level": 142.3067574, + "Smoking_Pack_Years": 79.0798966 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.60179093, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.53747672, + "White_Blood_Cell_Count": 8.52394678, + "Platelet_Count": 276.2904473, + "Albumin_Level": 4.842216257, + "Alkaline_Phosphatase_Level": 74.35583778, + 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113.5329202, + "Potassium_Level": 3.671076621, + "Sodium_Level": 141.8340523, + "Smoking_Pack_Years": 46.75766825 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.27800056, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.14488963, + "White_Blood_Cell_Count": 5.331674001, + "Platelet_Count": 363.1342487, + "Albumin_Level": 4.111587978, + "Alkaline_Phosphatase_Level": 119.8374996, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.58056775, + "White_Blood_Cell_Count": 5.80148878, + "Platelet_Count": 407.4634689, + "Albumin_Level": 4.99508271, + "Alkaline_Phosphatase_Level": 37.98371975, + "Alanine_Aminotransferase_Level": 21.95290461, + "Aspartate_Aminotransferase_Level": 25.09480038, + "Creatinine_Level": 0.617651673, + "LDH_Level": 100.658625, + "Calcium_Level": 10.48147405, + "Phosphorus_Level": 4.199649235, + "Glucose_Level": 87.48755807, + "Potassium_Level": 4.178539873, + "Sodium_Level": 139.6212233, + "Smoking_Pack_Years": 46.29268208 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.89137145, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.24516755, + "White_Blood_Cell_Count": 6.016766816, + "Platelet_Count": 418.4632734, + "Albumin_Level": 3.972880661, + "Alkaline_Phosphatase_Level": 99.09026278, + "Alanine_Aminotransferase_Level": 15.0166075, + "Aspartate_Aminotransferase_Level": 49.47806865, + "Creatinine_Level": 1.28926364, + "LDH_Level": 203.0778393, + "Calcium_Level": 9.834771431, + "Phosphorus_Level": 4.291580835, + "Glucose_Level": 84.92846899, + "Potassium_Level": 4.159689876, + "Sodium_Level": 141.859584, + "Smoking_Pack_Years": 82.64351417 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.65950097, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.13731708, + "White_Blood_Cell_Count": 8.549766634, + "Platelet_Count": 384.0648819, + "Albumin_Level": 4.613242145, + "Alkaline_Phosphatase_Level": 98.8969524, + "Alanine_Aminotransferase_Level": 18.27127979, + "Aspartate_Aminotransferase_Level": 18.97820887, + "Creatinine_Level": 1.45281856, + "LDH_Level": 183.3781152, + "Calcium_Level": 8.740188233, + "Phosphorus_Level": 3.71045758, + "Glucose_Level": 107.8036758, + "Potassium_Level": 4.356616232, + "Sodium_Level": 144.5535778, + "Smoking_Pack_Years": 36.84720626 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.38152051, + "Tumor_Location": "Upper 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110.9919463, + "Potassium_Level": 4.309037934, + "Sodium_Level": 135.7026258, + "Smoking_Pack_Years": 66.9374696 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.4039437, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.38235142, + "White_Blood_Cell_Count": 7.80284643, + "Platelet_Count": 358.1276521, + "Albumin_Level": 3.685077199, + "Alkaline_Phosphatase_Level": 101.0707076, + "Alanine_Aminotransferase_Level": 33.08816546, + "Aspartate_Aminotransferase_Level": 34.51691166, + "Creatinine_Level": 1.196552501, + "LDH_Level": 184.8120086, + "Calcium_Level": 10.48924662, + "Phosphorus_Level": 3.584658522, + "Glucose_Level": 75.42511262, + "Potassium_Level": 4.848093334, + "Sodium_Level": 142.981394, + "Smoking_Pack_Years": 47.1622209 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.37771839, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.13172636, + "White_Blood_Cell_Count": 7.410201568, + "Platelet_Count": 196.8139892, + "Albumin_Level": 4.523041069, + "Alkaline_Phosphatase_Level": 49.33169048, + "Alanine_Aminotransferase_Level": 20.2745407, + "Aspartate_Aminotransferase_Level": 24.69841802, + "Creatinine_Level": 0.830523906, + "LDH_Level": 238.567748, + "Calcium_Level": 8.009501076, + "Phosphorus_Level": 3.582299535, + "Glucose_Level": 73.08775845, + "Potassium_Level": 4.379028353, + "Sodium_Level": 144.9927502, + "Smoking_Pack_Years": 91.19696055 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.33828669, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.92803374, + "White_Blood_Cell_Count": 4.220575978, + "Platelet_Count": 345.7739724, + "Albumin_Level": 3.035932428, + "Alkaline_Phosphatase_Level": 42.2764943, + "Alanine_Aminotransferase_Level": 21.06994372, + "Aspartate_Aminotransferase_Level": 31.97802123, + "Creatinine_Level": 1.114323251, + "LDH_Level": 248.1083715, + "Calcium_Level": 9.318735905, + "Phosphorus_Level": 3.223448205, + "Glucose_Level": 84.18113101, + "Potassium_Level": 4.716033218, + "Sodium_Level": 143.2063821, + "Smoking_Pack_Years": 63.77115386 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.31846765, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 32.14255595, + "Aspartate_Aminotransferase_Level": 10.61331661, + "Creatinine_Level": 0.564529992, + "LDH_Level": 144.2865636, + "Calcium_Level": 8.36537966, + "Phosphorus_Level": 3.521068655, + "Glucose_Level": 98.01836313, + "Potassium_Level": 4.217926133, + "Sodium_Level": 141.5027994, + "Smoking_Pack_Years": 1.645360025 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.4824711, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.61687598, + "White_Blood_Cell_Count": 6.827283845, + "Platelet_Count": 314.4126726, + "Albumin_Level": 3.313271098, + "Alkaline_Phosphatase_Level": 78.25199277, + "Alanine_Aminotransferase_Level": 12.2678183, + "Aspartate_Aminotransferase_Level": 45.08102179, + "Creatinine_Level": 0.790744963, + "LDH_Level": 198.0669178, + "Calcium_Level": 8.220456935, + "Phosphorus_Level": 4.607391933, + "Glucose_Level": 81.01847643, + "Potassium_Level": 4.312248081, + "Sodium_Level": 137.6329455, + "Smoking_Pack_Years": 78.79130705 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.94634011, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 24.03659446, + "Aspartate_Aminotransferase_Level": 42.06723447, + "Creatinine_Level": 1.496013345, + "LDH_Level": 243.2770133, + "Calcium_Level": 10.43958098, + "Phosphorus_Level": 3.372902164, + "Glucose_Level": 120.3028767, + "Potassium_Level": 4.743634295, + "Sodium_Level": 138.2601808, + "Smoking_Pack_Years": 44.71961431 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.97511266, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.53350721, + "White_Blood_Cell_Count": 9.988367463, + "Platelet_Count": 239.9225186, + "Albumin_Level": 3.076718664, + "Alkaline_Phosphatase_Level": 51.15120842, + "Alanine_Aminotransferase_Level": 34.42996477, + "Aspartate_Aminotransferase_Level": 15.09633666, + "Creatinine_Level": 1.036350476, + "LDH_Level": 128.5094632, + "Calcium_Level": 10.35316241, + "Phosphorus_Level": 2.967862035, + "Glucose_Level": 121.8095281, + "Potassium_Level": 4.231259506, + "Sodium_Level": 141.9307152, + "Smoking_Pack_Years": 33.68158635 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.85297062, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.16802912, + "White_Blood_Cell_Count": 6.512949844, + "Platelet_Count": 354.0817394, + "Albumin_Level": 3.685627901, + "Alkaline_Phosphatase_Level": 108.2534952, + "Alanine_Aminotransferase_Level": 22.27500931, + "Aspartate_Aminotransferase_Level": 33.94317282, + "Creatinine_Level": 1.297211069, + "LDH_Level": 116.0139831, + "Calcium_Level": 8.986083153, + "Phosphorus_Level": 3.315810178, + "Glucose_Level": 122.2685465, + "Potassium_Level": 4.285894194, + "Sodium_Level": 135.833698, + "Smoking_Pack_Years": 19.45095221 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.52920368, + "Tumor_Location": 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119.5956965, + "Alanine_Aminotransferase_Level": 24.80762094, + "Aspartate_Aminotransferase_Level": 20.61449849, + "Creatinine_Level": 0.653736022, + "LDH_Level": 225.0690008, + "Calcium_Level": 8.178106333, + "Phosphorus_Level": 3.207567335, + "Glucose_Level": 76.00505173, + "Potassium_Level": 4.303131524, + "Sodium_Level": 143.9294465, + "Smoking_Pack_Years": 20.1828763 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.49951884, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.07144795, + "White_Blood_Cell_Count": 9.116821233, + "Platelet_Count": 365.3572145, + "Albumin_Level": 3.008012952, + "Alkaline_Phosphatase_Level": 112.2312522, + "Alanine_Aminotransferase_Level": 7.362520549, + "Aspartate_Aminotransferase_Level": 28.51272003, + "Creatinine_Level": 0.865303693, + "LDH_Level": 170.739937, + "Calcium_Level": 8.702807896, + "Phosphorus_Level": 3.42775743, + "Glucose_Level": 77.61583006, + "Potassium_Level": 3.99971607, + "Sodium_Level": 144.3992787, + "Smoking_Pack_Years": 17.83444372 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.18638329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.61276942, + "White_Blood_Cell_Count": 8.54115586, + "Platelet_Count": 267.6241015, + "Albumin_Level": 3.974043625, + "Alkaline_Phosphatase_Level": 67.56352795, + "Alanine_Aminotransferase_Level": 34.20850821, + "Aspartate_Aminotransferase_Level": 13.29101155, + "Creatinine_Level": 0.704297528, + "LDH_Level": 230.6371079, + "Calcium_Level": 8.620832781, + 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4.36584984, + "Alkaline_Phosphatase_Level": 69.59151343, + "Alanine_Aminotransferase_Level": 12.41536732, + "Aspartate_Aminotransferase_Level": 34.73709425, + "Creatinine_Level": 1.178435877, + "LDH_Level": 160.5424347, + "Calcium_Level": 10.01100928, + "Phosphorus_Level": 4.644254813, + "Glucose_Level": 113.828159, + "Potassium_Level": 3.545938983, + "Sodium_Level": 137.1076681, + "Smoking_Pack_Years": 13.95558381 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.93551329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.75753002, + "White_Blood_Cell_Count": 8.82383064, + "Platelet_Count": 278.3304762, + "Albumin_Level": 3.8507233, + "Alkaline_Phosphatase_Level": 105.873033, + "Alanine_Aminotransferase_Level": 21.0989414, + "Aspartate_Aminotransferase_Level": 28.68458589, + "Creatinine_Level": 1.13196828, + "LDH_Level": 155.9323039, + "Calcium_Level": 9.769351966, + "Phosphorus_Level": 3.691929163, + "Glucose_Level": 89.53893414, + "Potassium_Level": 4.156366949, + "Sodium_Level": 139.112578, + "Smoking_Pack_Years": 62.31713571 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.49950893, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.32701676, + "White_Blood_Cell_Count": 8.996352758, + "Platelet_Count": 163.699269, + "Albumin_Level": 4.967132612, + "Alkaline_Phosphatase_Level": 88.68081281, + "Alanine_Aminotransferase_Level": 36.94179542, + "Aspartate_Aminotransferase_Level": 11.5990556, + "Creatinine_Level": 0.552422472, + "LDH_Level": 206.5329678, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.72392748, + "White_Blood_Cell_Count": 6.5418343, + "Platelet_Count": 420.0252632, + "Albumin_Level": 4.861632227, + "Alkaline_Phosphatase_Level": 38.75080847, + "Alanine_Aminotransferase_Level": 39.72198781, + "Aspartate_Aminotransferase_Level": 12.23624515, + "Creatinine_Level": 0.742555419, + "LDH_Level": 108.0689131, + "Calcium_Level": 9.929142775, + "Phosphorus_Level": 3.326650394, + "Glucose_Level": 135.5673107, + "Potassium_Level": 4.661713791, + "Sodium_Level": 143.2599369, + "Smoking_Pack_Years": 81.20865285 + }, + { + "Age": 46, + "Gender": "Female", 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242.3921974, + "Calcium_Level": 8.5487128, + "Phosphorus_Level": 3.01347773, + "Glucose_Level": 81.23653967, + "Potassium_Level": 3.75729753, + "Sodium_Level": 140.9014503, + "Smoking_Pack_Years": 47.45068675 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.42432045, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.79604775, + "White_Blood_Cell_Count": 6.287431822, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.34241511, + "White_Blood_Cell_Count": 8.947617903, + "Platelet_Count": 357.6414928, + "Albumin_Level": 3.271969898, + "Alkaline_Phosphatase_Level": 30.88012266, + "Alanine_Aminotransferase_Level": 9.363402734, + "Aspartate_Aminotransferase_Level": 28.77557217, + "Creatinine_Level": 1.226238996, + "LDH_Level": 107.5855837, + "Calcium_Level": 9.354220586, + "Phosphorus_Level": 3.75026662, + "Glucose_Level": 103.8738946, + "Potassium_Level": 4.178295603, + "Sodium_Level": 142.0510474, + "Smoking_Pack_Years": 27.47625552 + }, + { + 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1.050600409, + "LDH_Level": 240.3017052, + "Calcium_Level": 9.86729385, + "Phosphorus_Level": 3.504483907, + "Glucose_Level": 102.7302609, + "Potassium_Level": 4.23569405, + "Sodium_Level": 139.7498027, + "Smoking_Pack_Years": 31.16904167 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.34254095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.17807698, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.98116956, + "White_Blood_Cell_Count": 7.252089888, + "Platelet_Count": 305.2117786, + "Albumin_Level": 3.350217529, + "Alkaline_Phosphatase_Level": 31.37221596, + "Alanine_Aminotransferase_Level": 29.67909801, + "Aspartate_Aminotransferase_Level": 35.32302595, + "Creatinine_Level": 0.759986745, + "LDH_Level": 242.0105629, + "Calcium_Level": 9.113214629, + "Phosphorus_Level": 4.077841426, + "Glucose_Level": 76.26963458, + "Potassium_Level": 4.956649587, + "Sodium_Level": 139.0642373, + "Smoking_Pack_Years": 71.11427094 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.35064184, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.45102094, + "White_Blood_Cell_Count": 8.255174785, + "Platelet_Count": 323.5783679, + "Albumin_Level": 3.711111992, + "Alkaline_Phosphatase_Level": 34.89385396, + "Alanine_Aminotransferase_Level": 35.00448023, + "Aspartate_Aminotransferase_Level": 22.74515081, + "Creatinine_Level": 0.961391017, + "LDH_Level": 104.0248529, + "Calcium_Level": 9.314620902, + "Phosphorus_Level": 4.057833306, + "Glucose_Level": 119.0940945, + "Potassium_Level": 4.980218506, + "Sodium_Level": 139.7694997, + "Smoking_Pack_Years": 0.211816194 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.92434909, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.58853872, + "White_Blood_Cell_Count": 6.451057203, + "Platelet_Count": 365.6305884, + "Albumin_Level": 3.457415794, + "Alkaline_Phosphatase_Level": 74.61732704, + "Alanine_Aminotransferase_Level": 14.08687364, + "Aspartate_Aminotransferase_Level": 27.48974122, + "Creatinine_Level": 0.859230614, + "LDH_Level": 117.4870298, + "Calcium_Level": 8.907481074, + "Phosphorus_Level": 4.564212438, + "Glucose_Level": 142.1337546, + "Potassium_Level": 3.765003514, + "Sodium_Level": 135.1273224, + "Smoking_Pack_Years": 80.5102304 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.43634381, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 76, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.53351993, + "White_Blood_Cell_Count": 5.931391536, + "Platelet_Count": 419.0323062, + "Albumin_Level": 4.229521889, + "Alkaline_Phosphatase_Level": 44.91873872, + "Alanine_Aminotransferase_Level": 25.78311611, + "Aspartate_Aminotransferase_Level": 27.45658736, + "Creatinine_Level": 0.980524105, + "LDH_Level": 210.7646905, + "Calcium_Level": 9.215872099, + "Phosphorus_Level": 4.748885727, + "Glucose_Level": 141.598851, + "Potassium_Level": 4.167548722, + "Sodium_Level": 143.6584954, + "Smoking_Pack_Years": 52.72023285 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.38826011, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.7534484, + "White_Blood_Cell_Count": 8.063678675, + "Platelet_Count": 339.2812477, + "Albumin_Level": 3.850339077, + "Alkaline_Phosphatase_Level": 44.76118392, + "Alanine_Aminotransferase_Level": 5.738858716, + "Aspartate_Aminotransferase_Level": 16.50865873, + "Creatinine_Level": 1.351086436, + "LDH_Level": 170.9702627, + "Calcium_Level": 8.970531941, + "Phosphorus_Level": 2.773329407, + "Glucose_Level": 97.50527557, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 35.43136518, + "Aspartate_Aminotransferase_Level": 24.77073342, + "Creatinine_Level": 0.948657895, + "LDH_Level": 193.8710919, + "Calcium_Level": 8.499147677, + "Phosphorus_Level": 3.101019584, + "Glucose_Level": 80.22591635, + "Potassium_Level": 4.140337018, + "Sodium_Level": 139.319001, + "Smoking_Pack_Years": 3.259415405 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.13490319, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.4981054, + "White_Blood_Cell_Count": 8.479250717, + "Platelet_Count": 414.3538395, + "Albumin_Level": 4.846879894, + "Alkaline_Phosphatase_Level": 119.1862331, + "Alanine_Aminotransferase_Level": 7.27784503, + "Aspartate_Aminotransferase_Level": 34.24034836, + "Creatinine_Level": 1.02351952, + "LDH_Level": 150.0729431, + "Calcium_Level": 10.40105883, + "Phosphorus_Level": 4.989138102, + "Glucose_Level": 88.01211117, + "Potassium_Level": 4.368764985, + "Sodium_Level": 137.1440059, + "Smoking_Pack_Years": 90.14262352 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.97053155, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 39.83383024, + "Aspartate_Aminotransferase_Level": 17.70728986, + "Creatinine_Level": 0.727187237, + "LDH_Level": 163.1617556, + "Calcium_Level": 8.769381865, + "Phosphorus_Level": 4.131408963, + "Glucose_Level": 77.31670426, + "Potassium_Level": 4.89714356, + "Sodium_Level": 142.146894, + "Smoking_Pack_Years": 64.63861926 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.13362699, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.71957474, + "White_Blood_Cell_Count": 8.916881018, + "Platelet_Count": 388.38561, + "Albumin_Level": 4.233890456, + "Alkaline_Phosphatase_Level": 115.4676896, + "Alanine_Aminotransferase_Level": 27.09045215, + "Aspartate_Aminotransferase_Level": 23.04407488, + "Creatinine_Level": 1.441667813, + "LDH_Level": 106.2457516, + "Calcium_Level": 8.03674878, + "Phosphorus_Level": 3.707223076, + "Glucose_Level": 147.3459377, + "Potassium_Level": 4.892122433, + "Sodium_Level": 137.6026849, + "Smoking_Pack_Years": 81.92994673 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.52782255, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.71480705, + "White_Blood_Cell_Count": 6.6707411, + "Platelet_Count": 275.0539584, + "Albumin_Level": 3.011621797, + "Alkaline_Phosphatase_Level": 43.77359116, + "Alanine_Aminotransferase_Level": 7.920260441, + "Aspartate_Aminotransferase_Level": 11.27692797, + "Creatinine_Level": 1.157163547, + "LDH_Level": 104.628936, + "Calcium_Level": 8.415321616, + "Phosphorus_Level": 3.607166988, + "Glucose_Level": 71.00297668, + "Potassium_Level": 4.34166334, + "Sodium_Level": 139.1621478, + "Smoking_Pack_Years": 87.12107101 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.25634821, + "Tumor_Location": 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58.53528506, + "Alanine_Aminotransferase_Level": 16.34804834, + "Aspartate_Aminotransferase_Level": 46.14429159, + "Creatinine_Level": 0.578514247, + "LDH_Level": 134.7384582, + "Calcium_Level": 9.989543145, + "Phosphorus_Level": 3.415477609, + "Glucose_Level": 135.6862774, + "Potassium_Level": 4.281693097, + "Sodium_Level": 135.5577921, + "Smoking_Pack_Years": 46.55249611 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.95049513, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.01416053, + "White_Blood_Cell_Count": 4.11563301, + "Platelet_Count": 258.2911355, + "Albumin_Level": 4.587972215, + "Alkaline_Phosphatase_Level": 108.5236181, + "Alanine_Aminotransferase_Level": 5.671437598, + "Aspartate_Aminotransferase_Level": 47.638449, + "Creatinine_Level": 0.533339684, + "LDH_Level": 192.500258, + "Calcium_Level": 10.167375, + "Phosphorus_Level": 3.235748885, + "Glucose_Level": 124.2769256, + "Potassium_Level": 4.186693652, + "Sodium_Level": 136.028561, + "Smoking_Pack_Years": 58.95715114 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.51612729, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.92981558, + "White_Blood_Cell_Count": 5.723289181, + "Platelet_Count": 431.7545576, + "Albumin_Level": 4.845218229, + "Alkaline_Phosphatase_Level": 79.73705335, + "Alanine_Aminotransferase_Level": 22.95571831, + "Aspartate_Aminotransferase_Level": 17.66476313, + "Creatinine_Level": 1.126385663, + "LDH_Level": 173.784611, + "Calcium_Level": 10.42024668, + "Phosphorus_Level": 3.44236341, + "Glucose_Level": 145.1053456, + "Potassium_Level": 4.964167389, + "Sodium_Level": 142.8248452, + "Smoking_Pack_Years": 43.42969657 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.61879389, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.95891268, + "White_Blood_Cell_Count": 8.345890062, + "Platelet_Count": 364.4585091, + "Albumin_Level": 3.000568929, + "Alkaline_Phosphatase_Level": 67.69159249, + "Alanine_Aminotransferase_Level": 31.28708996, + "Aspartate_Aminotransferase_Level": 19.36075771, + "Creatinine_Level": 1.396925464, + "LDH_Level": 127.1891061, + "Calcium_Level": 8.717101322, + "Phosphorus_Level": 3.813933088, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.49487433, + "White_Blood_Cell_Count": 5.249577122, + "Platelet_Count": 262.6136882, + "Albumin_Level": 3.014640979, + "Alkaline_Phosphatase_Level": 83.86451434, + "Alanine_Aminotransferase_Level": 31.59488047, + "Aspartate_Aminotransferase_Level": 40.35661079, + "Creatinine_Level": 1.290941529, + "LDH_Level": 202.6204292, + "Calcium_Level": 9.179505494, + "Phosphorus_Level": 4.239820037, + "Glucose_Level": 75.4605209, + "Potassium_Level": 4.487521252, + "Sodium_Level": 140.6256961, + "Smoking_Pack_Years": 1.539270678 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.7330168, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.25157797, + "White_Blood_Cell_Count": 9.927543439, + "Platelet_Count": 403.0480182, + "Albumin_Level": 3.449372869, + "Alkaline_Phosphatase_Level": 30.53547718, + "Alanine_Aminotransferase_Level": 13.24713769, + "Aspartate_Aminotransferase_Level": 13.87060799, + "Creatinine_Level": 1.018055657, + "LDH_Level": 192.8479966, + "Calcium_Level": 10.29448355, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.37354693, + "White_Blood_Cell_Count": 6.533027736, + "Platelet_Count": 288.220885, + "Albumin_Level": 4.446710513, + "Alkaline_Phosphatase_Level": 118.1140207, + "Alanine_Aminotransferase_Level": 17.43008597, + "Aspartate_Aminotransferase_Level": 46.3862268, + "Creatinine_Level": 0.79229679, + "LDH_Level": 197.7636384, + "Calcium_Level": 8.215432702, + "Phosphorus_Level": 2.521140344, + "Glucose_Level": 99.18348443, + "Potassium_Level": 4.542837344, + "Sodium_Level": 143.4689812, + "Smoking_Pack_Years": 61.75032001 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": 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161.6617333, + "Calcium_Level": 8.713167167, + "Phosphorus_Level": 3.184523989, + "Glucose_Level": 83.58051132, + "Potassium_Level": 4.57873459, + "Sodium_Level": 140.1630523, + "Smoking_Pack_Years": 25.33685112 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.44048484, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.05827582, + "White_Blood_Cell_Count": 6.447771936, + 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"Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.8453146, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.38575545, + "White_Blood_Cell_Count": 5.751844893, + "Platelet_Count": 342.8445532, + "Albumin_Level": 3.256423309, + "Alkaline_Phosphatase_Level": 112.8424569, + "Alanine_Aminotransferase_Level": 33.6374897, + "Aspartate_Aminotransferase_Level": 15.17860019, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.78513891, + "White_Blood_Cell_Count": 9.459030226, + "Platelet_Count": 400.5914439, + "Albumin_Level": 3.139700381, + "Alkaline_Phosphatase_Level": 48.72757865, + "Alanine_Aminotransferase_Level": 15.53676172, + "Aspartate_Aminotransferase_Level": 38.84438929, + "Creatinine_Level": 0.693375998, + "LDH_Level": 159.21485, + "Calcium_Level": 9.158912575, + "Phosphorus_Level": 3.264516082, + "Glucose_Level": 118.2560099, + "Potassium_Level": 3.7456397, + "Sodium_Level": 138.7801695, + "Smoking_Pack_Years": 89.84868182 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.30539036, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.05370739, + "White_Blood_Cell_Count": 7.523270401, + "Platelet_Count": 306.7852548, + "Albumin_Level": 4.441986361, + "Alkaline_Phosphatase_Level": 44.10098134, + "Alanine_Aminotransferase_Level": 29.75599803, + "Aspartate_Aminotransferase_Level": 49.00906057, + "Creatinine_Level": 1.479052521, + "LDH_Level": 230.4473368, + "Calcium_Level": 9.1286998, + "Phosphorus_Level": 2.978968615, + "Glucose_Level": 118.9795884, + "Potassium_Level": 4.559406452, + "Sodium_Level": 138.65527, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.85524886, + "White_Blood_Cell_Count": 9.161955654, + "Platelet_Count": 341.4098439, + "Albumin_Level": 3.844823025, + "Alkaline_Phosphatase_Level": 77.33678188, + "Alanine_Aminotransferase_Level": 13.46536167, + "Aspartate_Aminotransferase_Level": 36.82147309, + "Creatinine_Level": 0.71737903, + "LDH_Level": 113.9053898, + "Calcium_Level": 8.172257121, + "Phosphorus_Level": 3.314232401, + "Glucose_Level": 90.29368161, + "Potassium_Level": 4.112753277, + "Sodium_Level": 144.9073146, + "Smoking_Pack_Years": 96.71118849 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.8933201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.08649065, + "White_Blood_Cell_Count": 8.594673992, + "Platelet_Count": 430.7316281, + "Albumin_Level": 3.135826143, + "Alkaline_Phosphatase_Level": 94.01807495, + "Alanine_Aminotransferase_Level": 29.83988748, + "Aspartate_Aminotransferase_Level": 14.32904766, + "Creatinine_Level": 0.858194418, + "LDH_Level": 215.4856858, + "Calcium_Level": 9.172690708, + "Phosphorus_Level": 3.532491898, + "Glucose_Level": 116.3670133, + "Potassium_Level": 3.801959494, + "Sodium_Level": 140.1672249, + "Smoking_Pack_Years": 28.76847371 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.20675183, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.71459612, + "White_Blood_Cell_Count": 4.143203656, + "Platelet_Count": 356.9170737, + "Albumin_Level": 3.100662125, + "Alkaline_Phosphatase_Level": 81.08217183, + "Alanine_Aminotransferase_Level": 33.54347188, + "Aspartate_Aminotransferase_Level": 25.23987742, + "Creatinine_Level": 1.177039599, + "LDH_Level": 133.4976622, + "Calcium_Level": 8.728039888, + "Phosphorus_Level": 4.277998241, + "Glucose_Level": 114.9846523, + "Potassium_Level": 4.820451814, + "Sodium_Level": 138.5009928, + "Smoking_Pack_Years": 25.84733663 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.76562247, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.05958967, + "White_Blood_Cell_Count": 7.803524193, + "Platelet_Count": 271.962739, + "Albumin_Level": 4.781842392, + "Alkaline_Phosphatase_Level": 93.93667161, + "Alanine_Aminotransferase_Level": 13.42241171, + "Aspartate_Aminotransferase_Level": 20.05901499, + "Creatinine_Level": 1.436555609, + "LDH_Level": 198.5577854, + "Calcium_Level": 10.21957884, + "Phosphorus_Level": 3.094024055, + "Glucose_Level": 140.1273806, + "Potassium_Level": 4.568414078, + "Sodium_Level": 135.6618932, + "Smoking_Pack_Years": 31.83278008 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.07292382, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.1962747, + "White_Blood_Cell_Count": 5.970302728, + "Platelet_Count": 231.8688103, + "Albumin_Level": 4.979421863, + "Alkaline_Phosphatase_Level": 115.5923552, + "Alanine_Aminotransferase_Level": 39.07968166, + "Aspartate_Aminotransferase_Level": 26.13065141, + "Creatinine_Level": 1.351964335, + "LDH_Level": 157.0439304, + "Calcium_Level": 10.12260804, + "Phosphorus_Level": 4.216087569, + "Glucose_Level": 140.7744307, + "Potassium_Level": 3.75729824, + "Sodium_Level": 137.8818325, + "Smoking_Pack_Years": 24.902375 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.44182826, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.50339845, + "White_Blood_Cell_Count": 8.867643577, + "Platelet_Count": 436.9505444, + "Albumin_Level": 3.267542919, + "Alkaline_Phosphatase_Level": 88.00986827, + "Alanine_Aminotransferase_Level": 7.100480515, + "Aspartate_Aminotransferase_Level": 23.30016115, + "Creatinine_Level": 1.13302232, + "LDH_Level": 206.127147, + "Calcium_Level": 8.125528508, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.74046138, + "White_Blood_Cell_Count": 5.678211247, + "Platelet_Count": 262.4856519, + "Albumin_Level": 3.230924159, + "Alkaline_Phosphatase_Level": 91.8232582, + "Alanine_Aminotransferase_Level": 31.75747654, + "Aspartate_Aminotransferase_Level": 32.5191142, + "Creatinine_Level": 1.201671522, + "LDH_Level": 189.7826147, + "Calcium_Level": 9.314217194, + "Phosphorus_Level": 4.364360977, + "Glucose_Level": 133.3633556, + "Potassium_Level": 3.674902579, + "Sodium_Level": 142.5585199, + "Smoking_Pack_Years": 21.07332 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.44898429, + "White_Blood_Cell_Count": 5.59105652, + "Platelet_Count": 303.6786062, + "Albumin_Level": 4.683963519, + "Alkaline_Phosphatase_Level": 111.6043261, + "Alanine_Aminotransferase_Level": 23.5266128, + "Aspartate_Aminotransferase_Level": 38.68539393, + "Creatinine_Level": 1.414149285, + "LDH_Level": 227.9931055, + "Calcium_Level": 8.599335627, + "Phosphorus_Level": 3.433579008, + "Glucose_Level": 113.2303497, + "Potassium_Level": 3.66097656, + "Sodium_Level": 136.5666814, + "Smoking_Pack_Years": 71.22610808 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 57.88748223, + "Alanine_Aminotransferase_Level": 25.4994686, + "Aspartate_Aminotransferase_Level": 26.06891732, + "Creatinine_Level": 0.739489706, + "LDH_Level": 217.6428709, + "Calcium_Level": 9.858441963, + "Phosphorus_Level": 4.06006166, + "Glucose_Level": 144.8609665, + "Potassium_Level": 4.704740187, + "Sodium_Level": 138.9996906, + "Smoking_Pack_Years": 70.29905013 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.89343047, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.17151797, + "White_Blood_Cell_Count": 3.975511427, + "Platelet_Count": 189.0261016, + "Albumin_Level": 3.332627215, + "Alkaline_Phosphatase_Level": 57.10464369, + "Alanine_Aminotransferase_Level": 31.64727052, + "Aspartate_Aminotransferase_Level": 18.02001857, + "Creatinine_Level": 1.15629915, + "LDH_Level": 136.4220977, + "Calcium_Level": 9.256497421, + "Phosphorus_Level": 3.89970173, + "Glucose_Level": 81.94247651, + "Potassium_Level": 3.540511449, + "Sodium_Level": 142.6171646, + "Smoking_Pack_Years": 66.6977027 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.2957131, + "White_Blood_Cell_Count": 9.440606511, + "Platelet_Count": 435.2461563, + "Albumin_Level": 4.875545955, + "Alkaline_Phosphatase_Level": 94.17421814, + "Alanine_Aminotransferase_Level": 36.50951048, + "Aspartate_Aminotransferase_Level": 44.9219302, + "Creatinine_Level": 1.113087919, + "LDH_Level": 183.0623412, + "Calcium_Level": 9.010196836, + "Phosphorus_Level": 4.253121612, + "Glucose_Level": 114.4382013, + "Potassium_Level": 3.792946422, + "Sodium_Level": 144.6791182, + "Smoking_Pack_Years": 70.99045662 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.92579792, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.04337836, + "White_Blood_Cell_Count": 5.382588857, + "Platelet_Count": 190.4015955, + "Albumin_Level": 4.999306747, + "Alkaline_Phosphatase_Level": 85.97193296, + "Alanine_Aminotransferase_Level": 28.78543084, + "Aspartate_Aminotransferase_Level": 27.64103234, + "Creatinine_Level": 1.084617344, + "LDH_Level": 135.0828504, + "Calcium_Level": 9.126563514, + "Phosphorus_Level": 4.630754354, + "Glucose_Level": 83.53246748, + "Potassium_Level": 4.286814183, + "Sodium_Level": 135.9802017, + "Smoking_Pack_Years": 37.12947609 + }, + { 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1.39209202, + "LDH_Level": 225.6539179, + "Calcium_Level": 9.3210005, + "Phosphorus_Level": 3.425559549, + "Glucose_Level": 71.58803168, + "Potassium_Level": 3.860176914, + "Sodium_Level": 139.2178418, + "Smoking_Pack_Years": 8.57955044 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.99223054, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.53699536, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.19027923, + "White_Blood_Cell_Count": 4.019763244, + "Platelet_Count": 206.1061976, + "Albumin_Level": 3.509117916, + "Alkaline_Phosphatase_Level": 79.69042585, + "Alanine_Aminotransferase_Level": 11.73808802, + "Aspartate_Aminotransferase_Level": 36.1969941, + "Creatinine_Level": 0.723066381, + "LDH_Level": 166.3372403, + "Calcium_Level": 8.895852446, + "Phosphorus_Level": 4.064546759, + "Glucose_Level": 128.3242845, + "Potassium_Level": 3.687180043, + "Sodium_Level": 140.6796734, + "Smoking_Pack_Years": 60.8803059 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.38146346, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Aspartate_Aminotransferase_Level": 18.18712205, + "Creatinine_Level": 1.222425453, + "LDH_Level": 217.6313618, + "Calcium_Level": 9.642642839, + "Phosphorus_Level": 3.09472204, + "Glucose_Level": 73.11858932, + "Potassium_Level": 3.516669797, + "Sodium_Level": 140.559089, + "Smoking_Pack_Years": 50.58881565 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.1945686, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.3870198, + "White_Blood_Cell_Count": 9.403560228, + "Platelet_Count": 202.1717125, + "Albumin_Level": 3.328830321, + "Alkaline_Phosphatase_Level": 110.7010171, + "Alanine_Aminotransferase_Level": 17.62446817, + "Aspartate_Aminotransferase_Level": 40.07218378, + "Creatinine_Level": 1.469230378, + "LDH_Level": 137.2322223, + "Calcium_Level": 9.358649584, + "Phosphorus_Level": 3.765913776, + "Glucose_Level": 76.2102238, + "Potassium_Level": 3.597986236, + "Sodium_Level": 142.3716938, + "Smoking_Pack_Years": 79.95151692 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.51460453, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.62881509, + "White_Blood_Cell_Count": 5.917093648, + "Platelet_Count": 284.8407744, + "Albumin_Level": 4.070972715, + "Alkaline_Phosphatase_Level": 67.01972002, + "Alanine_Aminotransferase_Level": 19.92663838, + "Aspartate_Aminotransferase_Level": 12.27464646, + "Creatinine_Level": 1.104071076, + "LDH_Level": 182.7198261, + "Calcium_Level": 8.577714264, + "Phosphorus_Level": 3.337583147, + "Glucose_Level": 96.41609249, + "Potassium_Level": 4.035406365, + "Sodium_Level": 141.1363033, + "Smoking_Pack_Years": 38.76687327 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.23433918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.16107393, + "White_Blood_Cell_Count": 6.509366784, + "Platelet_Count": 303.9242893, + "Albumin_Level": 4.028236718, + "Alkaline_Phosphatase_Level": 41.47971617, + "Alanine_Aminotransferase_Level": 21.71855561, + "Aspartate_Aminotransferase_Level": 26.28375276, + "Creatinine_Level": 0.640389346, + "LDH_Level": 246.6371894, + "Calcium_Level": 10.18177516, + "Phosphorus_Level": 2.673550933, + "Glucose_Level": 146.0637199, + "Potassium_Level": 4.633107808, + "Sodium_Level": 143.5434567, + "Smoking_Pack_Years": 0.316829724 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.47652344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.05077012, + "White_Blood_Cell_Count": 4.054111427, + "Platelet_Count": 287.8703708, + "Albumin_Level": 4.030827044, + "Alkaline_Phosphatase_Level": 47.04198848, + "Alanine_Aminotransferase_Level": 27.47710067, + "Aspartate_Aminotransferase_Level": 47.76237683, + "Creatinine_Level": 0.852286489, + "LDH_Level": 212.348722, + "Calcium_Level": 8.903778773, + "Phosphorus_Level": 3.787695302, + "Glucose_Level": 131.4229117, + "Potassium_Level": 4.947644692, + "Sodium_Level": 135.9670247, + "Smoking_Pack_Years": 16.46189972 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.89822306, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.84827223, + "White_Blood_Cell_Count": 6.682772953, + "Platelet_Count": 225.1606187, + "Albumin_Level": 3.154510181, + "Alkaline_Phosphatase_Level": 48.55637309, + "Alanine_Aminotransferase_Level": 20.89916412, + "Aspartate_Aminotransferase_Level": 21.84332053, + "Creatinine_Level": 1.123603496, + "LDH_Level": 225.9834014, + "Calcium_Level": 8.786417571, + "Phosphorus_Level": 3.039182052, + "Glucose_Level": 99.11444252, + "Potassium_Level": 4.083011307, + "Sodium_Level": 138.9060841, + "Smoking_Pack_Years": 81.75303949 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.89170355, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.29248142, + "White_Blood_Cell_Count": 8.36647448, + "Platelet_Count": 348.8440702, + "Albumin_Level": 4.7982081, + "Alkaline_Phosphatase_Level": 90.90420519, + "Alanine_Aminotransferase_Level": 9.91559809, + "Aspartate_Aminotransferase_Level": 13.35069627, + "Creatinine_Level": 1.379008351, + "LDH_Level": 179.959991, + "Calcium_Level": 10.08257294, + "Phosphorus_Level": 3.291203541, + "Glucose_Level": 147.1737988, + "Potassium_Level": 4.413844806, + "Sodium_Level": 141.8727281, + "Smoking_Pack_Years": 31.931945 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.20366217, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.14912882, + "White_Blood_Cell_Count": 4.763797957, + "Platelet_Count": 300.804171, + "Albumin_Level": 3.586195781, + "Alkaline_Phosphatase_Level": 74.60359367, + "Alanine_Aminotransferase_Level": 15.0737101, + "Aspartate_Aminotransferase_Level": 18.68156093, + "Creatinine_Level": 1.221900732, + "LDH_Level": 118.8432099, + "Calcium_Level": 9.956701208, + "Phosphorus_Level": 3.947793495, + "Glucose_Level": 113.8149772, + "Potassium_Level": 3.958189807, + "Sodium_Level": 137.8972882, + "Smoking_Pack_Years": 20.56126874 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.89013079, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.96441015, + "White_Blood_Cell_Count": 7.104946803, + "Platelet_Count": 160.7548269, + "Albumin_Level": 4.016823096, + "Alkaline_Phosphatase_Level": 74.2146292, + "Alanine_Aminotransferase_Level": 11.35766156, + "Aspartate_Aminotransferase_Level": 44.27174029, + "Creatinine_Level": 1.271065292, + "LDH_Level": 177.1532387, + "Calcium_Level": 8.211183386, + "Phosphorus_Level": 3.021794041, + "Glucose_Level": 138.6985914, + "Potassium_Level": 3.645956593, + "Sodium_Level": 135.6551053, + "Smoking_Pack_Years": 93.93998002 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.70038367, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.61761968, + "White_Blood_Cell_Count": 6.386924849, + "Platelet_Count": 166.5271428, + "Albumin_Level": 3.357359221, + "Alkaline_Phosphatase_Level": 93.58824434, + "Alanine_Aminotransferase_Level": 15.9274821, + "Aspartate_Aminotransferase_Level": 49.52695573, + "Creatinine_Level": 1.085649886, + "LDH_Level": 242.5412578, + "Calcium_Level": 8.09306924, + "Phosphorus_Level": 3.216218697, + "Glucose_Level": 85.92282856, + "Potassium_Level": 4.788705246, + "Sodium_Level": 139.7134952, + "Smoking_Pack_Years": 27.58112962 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.8527631, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.84148012, + "White_Blood_Cell_Count": 7.306868858, + "Platelet_Count": 417.863502, + "Albumin_Level": 3.075355739, + "Alkaline_Phosphatase_Level": 109.8135059, + "Alanine_Aminotransferase_Level": 28.00038705, + "Aspartate_Aminotransferase_Level": 37.58292044, + "Creatinine_Level": 0.677996471, + "LDH_Level": 177.1454373, + "Calcium_Level": 9.94090273, + "Phosphorus_Level": 2.605186792, + "Glucose_Level": 132.1819416, + "Potassium_Level": 4.288183621, + "Sodium_Level": 138.0029627, + "Smoking_Pack_Years": 69.73230044 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.95644215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.39551628, + "White_Blood_Cell_Count": 8.13177828, + "Platelet_Count": 387.2569873, + "Albumin_Level": 3.785631008, + "Alkaline_Phosphatase_Level": 68.73257152, + "Alanine_Aminotransferase_Level": 21.15620583, + "Aspartate_Aminotransferase_Level": 42.99219463, + "Creatinine_Level": 1.246068836, + "LDH_Level": 166.551726, + "Calcium_Level": 10.46325079, + "Phosphorus_Level": 4.046546574, + "Glucose_Level": 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116.9139874, + "Alanine_Aminotransferase_Level": 17.1814643, + "Aspartate_Aminotransferase_Level": 25.2448923, + "Creatinine_Level": 0.661345066, + "LDH_Level": 148.7557455, + "Calcium_Level": 9.56874548, + "Phosphorus_Level": 4.077288121, + "Glucose_Level": 138.6304208, + "Potassium_Level": 3.689043081, + "Sodium_Level": 142.066066, + "Smoking_Pack_Years": 19.70439471 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.0473182, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.13895037, + "White_Blood_Cell_Count": 5.57473717, + "Platelet_Count": 378.8918808, + "Albumin_Level": 4.328436271, + "Alkaline_Phosphatase_Level": 89.52719085, + "Alanine_Aminotransferase_Level": 29.6398725, + "Aspartate_Aminotransferase_Level": 28.98252623, + "Creatinine_Level": 0.732475583, + "LDH_Level": 184.5280706, + "Calcium_Level": 8.663082919, + "Phosphorus_Level": 3.623645445, + "Glucose_Level": 146.4726926, + "Potassium_Level": 4.726031847, + "Sodium_Level": 142.4204765, + "Smoking_Pack_Years": 60.73778526 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.56321323, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.49147771, + "White_Blood_Cell_Count": 9.397161653, + "Platelet_Count": 436.4869555, + "Albumin_Level": 4.959444439, + "Alkaline_Phosphatase_Level": 82.75996146, + "Alanine_Aminotransferase_Level": 17.62772117, + "Aspartate_Aminotransferase_Level": 31.78475154, + "Creatinine_Level": 0.70367845, + "LDH_Level": 116.5267512, + "Calcium_Level": 9.725755898, + "Phosphorus_Level": 3.286928084, + "Glucose_Level": 105.304184, + "Potassium_Level": 3.661793057, + "Sodium_Level": 143.9295218, + "Smoking_Pack_Years": 30.19219306 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.04550022, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.81791879, + "White_Blood_Cell_Count": 4.895178913, + "Platelet_Count": 289.9411474, + "Albumin_Level": 4.946119403, + "Alkaline_Phosphatase_Level": 84.42136553, + "Alanine_Aminotransferase_Level": 33.82518087, + "Aspartate_Aminotransferase_Level": 30.51105347, + "Creatinine_Level": 0.677657449, + "LDH_Level": 249.752486, + "Calcium_Level": 9.841907736, + "Phosphorus_Level": 2.6018808, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 31.8243367, + "Aspartate_Aminotransferase_Level": 44.1605825, + "Creatinine_Level": 1.14679641, + "LDH_Level": 208.8097283, + "Calcium_Level": 10.21353256, + "Phosphorus_Level": 3.037080435, + "Glucose_Level": 80.27131812, + "Potassium_Level": 3.631396552, + "Sodium_Level": 140.6854898, + "Smoking_Pack_Years": 32.1880434 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.23434812, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.63234524, + "White_Blood_Cell_Count": 8.112073071, + "Platelet_Count": 229.7593248, + "Albumin_Level": 3.587569435, + "Alkaline_Phosphatase_Level": 119.3507171, + "Alanine_Aminotransferase_Level": 17.38998194, + "Aspartate_Aminotransferase_Level": 39.930171, + "Creatinine_Level": 1.219459976, + "LDH_Level": 232.8633943, + "Calcium_Level": 9.675102087, + "Phosphorus_Level": 2.926842002, + "Glucose_Level": 94.2188964, + "Potassium_Level": 4.436768727, + "Sodium_Level": 140.4143193, + "Smoking_Pack_Years": 27.67107037 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.48513125, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.16591251, + "White_Blood_Cell_Count": 6.337724163, + "Platelet_Count": 433.4953002, + "Albumin_Level": 3.237570599, + "Alkaline_Phosphatase_Level": 107.3620977, + "Alanine_Aminotransferase_Level": 21.91384711, + "Aspartate_Aminotransferase_Level": 42.73007578, + "Creatinine_Level": 0.673783335, + "LDH_Level": 148.2849098, + "Calcium_Level": 10.30388289, + "Phosphorus_Level": 3.554055143, + "Glucose_Level": 120.7766241, + "Potassium_Level": 4.524616577, + "Sodium_Level": 135.2712309, + "Smoking_Pack_Years": 66.18298055 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.29995693, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.68126773, + "White_Blood_Cell_Count": 7.817774519, + "Platelet_Count": 259.1022975, + "Albumin_Level": 4.650878456, + "Alkaline_Phosphatase_Level": 92.10571524, + "Alanine_Aminotransferase_Level": 37.3533922, + "Aspartate_Aminotransferase_Level": 46.57225319, + "Creatinine_Level": 1.167213025, + "LDH_Level": 104.9645889, + "Calcium_Level": 10.14463628, + "Phosphorus_Level": 3.43024416, + "Glucose_Level": 136.1107996, + "Potassium_Level": 4.189736439, + "Sodium_Level": 140.1978733, + "Smoking_Pack_Years": 31.53536581 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.97374267, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.54252058, + "White_Blood_Cell_Count": 3.940869132, + "Platelet_Count": 190.8411481, + "Albumin_Level": 3.230463097, + "Alkaline_Phosphatase_Level": 70.8277645, + "Alanine_Aminotransferase_Level": 15.16974491, + "Aspartate_Aminotransferase_Level": 27.93459791, + "Creatinine_Level": 1.021514474, + "LDH_Level": 117.0131254, + "Calcium_Level": 9.223454035, + "Phosphorus_Level": 3.836181282, + "Glucose_Level": 119.3776658, + "Potassium_Level": 3.544014718, + "Sodium_Level": 138.9209532, + "Smoking_Pack_Years": 69.13744188 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.87111848, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.14871996, + "White_Blood_Cell_Count": 5.012485092, + "Platelet_Count": 358.9321065, + "Albumin_Level": 3.382831413, + "Alkaline_Phosphatase_Level": 43.70878866, + "Alanine_Aminotransferase_Level": 39.4815031, + "Aspartate_Aminotransferase_Level": 37.08316702, + "Creatinine_Level": 0.920643278, + "LDH_Level": 177.7137589, + "Calcium_Level": 10.23404475, + "Phosphorus_Level": 2.574374093, + "Glucose_Level": 130.0655544, + "Potassium_Level": 4.894423324, + "Sodium_Level": 138.8703145, + "Smoking_Pack_Years": 50.17725145 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.51889726, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.25186861, + "White_Blood_Cell_Count": 3.77419879, + "Platelet_Count": 394.2228098, + "Albumin_Level": 4.124710236, + "Alkaline_Phosphatase_Level": 61.88618049, + "Alanine_Aminotransferase_Level": 29.33363305, + "Aspartate_Aminotransferase_Level": 18.70960166, + "Creatinine_Level": 1.084425842, + "LDH_Level": 174.4536821, + "Calcium_Level": 10.06216839, + "Phosphorus_Level": 3.895260191, + "Glucose_Level": 84.2702856, + "Potassium_Level": 3.819324617, + "Sodium_Level": 143.8066055, + "Smoking_Pack_Years": 72.84898815 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.97183268, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.51529321, + "White_Blood_Cell_Count": 6.558858225, + "Platelet_Count": 276.9081333, + "Albumin_Level": 4.801472946, + "Alkaline_Phosphatase_Level": 74.74019827, + "Alanine_Aminotransferase_Level": 28.06012588, + "Aspartate_Aminotransferase_Level": 24.31167767, + "Creatinine_Level": 0.572495906, + "LDH_Level": 129.0704151, + "Calcium_Level": 10.10952001, + "Phosphorus_Level": 4.261016289, + "Glucose_Level": 98.84089879, + "Potassium_Level": 4.471557865, + "Sodium_Level": 139.2500586, + "Smoking_Pack_Years": 89.75080166 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.68413848, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.33475477, + "White_Blood_Cell_Count": 7.223660995, + "Platelet_Count": 270.6571473, + "Albumin_Level": 3.545796615, + "Alkaline_Phosphatase_Level": 39.10603692, + "Alanine_Aminotransferase_Level": 17.16492845, + "Aspartate_Aminotransferase_Level": 26.78501216, + "Creatinine_Level": 0.526289743, + "LDH_Level": 169.9557725, + "Calcium_Level": 9.570843291, + "Phosphorus_Level": 3.729692956, + "Glucose_Level": 111.8987524, + "Potassium_Level": 4.526715251, + "Sodium_Level": 144.9998692, + "Smoking_Pack_Years": 76.67875395 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.14053005, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.70128794, + "White_Blood_Cell_Count": 4.797483163, + "Platelet_Count": 431.978652, + "Albumin_Level": 3.967025122, + "Alkaline_Phosphatase_Level": 114.1538674, + "Alanine_Aminotransferase_Level": 5.352260198, + "Aspartate_Aminotransferase_Level": 33.69653606, + "Creatinine_Level": 0.933409, + "LDH_Level": 170.8522781, + "Calcium_Level": 9.078112463, + "Phosphorus_Level": 2.523203144, + "Glucose_Level": 86.64106311, + "Potassium_Level": 3.59731063, + "Sodium_Level": 142.0108824, + "Smoking_Pack_Years": 0.379310009 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.15180494, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.32354431, + "White_Blood_Cell_Count": 7.000169325, + "Platelet_Count": 363.1334822, + "Albumin_Level": 4.304889898, + "Alkaline_Phosphatase_Level": 63.02697538, + "Alanine_Aminotransferase_Level": 16.16863732, + "Aspartate_Aminotransferase_Level": 34.34766987, + "Creatinine_Level": 1.004205254, + "LDH_Level": 202.280947, + "Calcium_Level": 9.106085627, + "Phosphorus_Level": 2.867043349, + "Glucose_Level": 140.6863828, + "Potassium_Level": 3.591085841, + "Sodium_Level": 141.6286132, + "Smoking_Pack_Years": 36.20654955 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.82452231, + "Glucose_Level": 133.8877863, + "Potassium_Level": 4.725018572, + "Sodium_Level": 136.6352289, + "Smoking_Pack_Years": 33.10314325 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.51190019, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.80691942, + "White_Blood_Cell_Count": 8.513579564, + "Platelet_Count": 356.2438717, + "Albumin_Level": 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"Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.83065734, + "White_Blood_Cell_Count": 7.947119311, + "Platelet_Count": 232.141475, + "Albumin_Level": 3.193815459, + "Alkaline_Phosphatase_Level": 92.86027029, + "Alanine_Aminotransferase_Level": 32.62142092, + "Aspartate_Aminotransferase_Level": 25.83983959, + "Creatinine_Level": 0.949101904, + "LDH_Level": 102.8769568, + "Calcium_Level": 9.335892903, + "Phosphorus_Level": 3.997917527, + "Glucose_Level": 136.9338962, + "Potassium_Level": 4.232751143, + "Sodium_Level": 138.3147691, + "Smoking_Pack_Years": 66.88667688 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + 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"Phosphorus_Level": 3.545575685, + "Glucose_Level": 130.0424231, + "Potassium_Level": 3.670208912, + "Sodium_Level": 141.5549966, + "Smoking_Pack_Years": 63.57064821 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.85457106, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.35828858, + "White_Blood_Cell_Count": 3.58225444, + "Platelet_Count": 425.3989492, + "Albumin_Level": 3.141146297, + "Alkaline_Phosphatase_Level": 36.44772818, + "Alanine_Aminotransferase_Level": 22.66350052, + "Aspartate_Aminotransferase_Level": 47.46469248, + "Creatinine_Level": 0.662760842, + "LDH_Level": 122.8519804, + "Calcium_Level": 9.884624991, + "Phosphorus_Level": 4.034990343, + "Glucose_Level": 148.5030769, + "Potassium_Level": 4.38263745, + "Sodium_Level": 139.9748827, + "Smoking_Pack_Years": 91.08355667 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.27623449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.27656214, + "White_Blood_Cell_Count": 8.212019824, + "Platelet_Count": 428.1190052, + "Albumin_Level": 4.421462949, + "Alkaline_Phosphatase_Level": 53.15131414, + "Alanine_Aminotransferase_Level": 5.660749249, + "Aspartate_Aminotransferase_Level": 14.21065603, + "Creatinine_Level": 1.058467836, + "LDH_Level": 117.873485, + "Calcium_Level": 8.522177259, + "Phosphorus_Level": 3.62323555, + "Glucose_Level": 82.09517939, + "Potassium_Level": 4.198216536, + "Sodium_Level": 137.0964247, + "Smoking_Pack_Years": 27.50101763 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.31589859, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.02286033, + "White_Blood_Cell_Count": 4.936871084, + "Platelet_Count": 364.6179973, + "Albumin_Level": 3.549797012, + "Alkaline_Phosphatase_Level": 75.70767942, + "Alanine_Aminotransferase_Level": 31.57999826, + "Aspartate_Aminotransferase_Level": 35.08257753, + "Creatinine_Level": 0.537863625, + "LDH_Level": 213.3051378, + "Calcium_Level": 10.39115561, + "Phosphorus_Level": 3.174600639, + "Glucose_Level": 118.6621509, + "Potassium_Level": 4.871313412, + "Sodium_Level": 143.744821, + "Smoking_Pack_Years": 6.051385152 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.21780137, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.51486256, + "White_Blood_Cell_Count": 5.105926816, + "Platelet_Count": 285.393194, + 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.83233915, + "White_Blood_Cell_Count": 5.042666239, + "Platelet_Count": 163.7275971, + "Albumin_Level": 4.643502573, + "Alkaline_Phosphatase_Level": 86.13824278, + "Alanine_Aminotransferase_Level": 37.23064046, + "Aspartate_Aminotransferase_Level": 49.02463486, + "Creatinine_Level": 1.027382587, + "LDH_Level": 159.619396, + "Calcium_Level": 10.40987987, + "Phosphorus_Level": 3.175286683, + "Glucose_Level": 98.02177166, + "Potassium_Level": 4.412084911, + "Sodium_Level": 143.3559634, + "Smoking_Pack_Years": 50.85485194 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.02831191, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.14645742, + "White_Blood_Cell_Count": 4.413964625, + "Platelet_Count": 277.9082484, + "Albumin_Level": 3.697741844, + "Alkaline_Phosphatase_Level": 109.6079168, + "Alanine_Aminotransferase_Level": 13.39494431, + "Aspartate_Aminotransferase_Level": 29.84989897, + "Creatinine_Level": 0.626942902, + "LDH_Level": 203.6223244, + "Calcium_Level": 9.894160024, + "Phosphorus_Level": 3.673214784, + "Glucose_Level": 113.2155246, + "Potassium_Level": 4.904735046, + "Sodium_Level": 143.5449544, + "Smoking_Pack_Years": 13.22118474 + }, + { + "Age": 39, + "Gender": "Male", 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.15305028, + "White_Blood_Cell_Count": 6.953950631, + "Platelet_Count": 299.4782306, + "Albumin_Level": 4.64299362, + "Alkaline_Phosphatase_Level": 39.44372844, + "Alanine_Aminotransferase_Level": 25.47335178, + "Aspartate_Aminotransferase_Level": 36.4332418, + "Creatinine_Level": 1.232758438, + "LDH_Level": 196.3415184, + "Calcium_Level": 10.49342689, + "Phosphorus_Level": 2.960402662, + "Glucose_Level": 123.6577771, + "Potassium_Level": 4.413386316, + "Sodium_Level": 141.7709031, + "Smoking_Pack_Years": 14.06710111 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.13766186, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", 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"Calcium_Level": 9.376334608, + "Phosphorus_Level": 4.5347454, + "Glucose_Level": 104.0534369, + "Potassium_Level": 4.521792407, + "Sodium_Level": 138.8759682, + "Smoking_Pack_Years": 14.1401468 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.19699135, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.45871071, + "White_Blood_Cell_Count": 9.679351248, + "Platelet_Count": 377.0278657, 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.39272809, + "White_Blood_Cell_Count": 9.311305475, + "Platelet_Count": 193.1684976, + "Albumin_Level": 4.206553911, + "Alkaline_Phosphatase_Level": 42.57203518, + "Alanine_Aminotransferase_Level": 8.257033136, + "Aspartate_Aminotransferase_Level": 12.26947976, + "Creatinine_Level": 1.321328641, + "LDH_Level": 210.2681288, + "Calcium_Level": 9.455420758, + "Phosphorus_Level": 4.086717696, + "Glucose_Level": 83.31630043, + "Potassium_Level": 4.384445581, + "Sodium_Level": 141.8071236, + "Smoking_Pack_Years": 78.82879176 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.13995878, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.78807633, + "White_Blood_Cell_Count": 7.513130281, + "Platelet_Count": 264.6480197, + "Albumin_Level": 3.017609965, + "Alkaline_Phosphatase_Level": 73.0625571, + "Alanine_Aminotransferase_Level": 19.96748231, + "Aspartate_Aminotransferase_Level": 23.22183132, + "Creatinine_Level": 0.703660868, + "LDH_Level": 102.6965579, + "Calcium_Level": 9.723995432, + "Phosphorus_Level": 4.756657484, + "Glucose_Level": 87.070236, + "Potassium_Level": 3.59582433, + "Sodium_Level": 143.7136176, + "Smoking_Pack_Years": 22.368121 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.17130539, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.42991079, + "White_Blood_Cell_Count": 7.172698591, + "Platelet_Count": 199.2560504, + "Albumin_Level": 4.970384845, + "Alkaline_Phosphatase_Level": 49.40620014, + "Alanine_Aminotransferase_Level": 30.92755211, + "Aspartate_Aminotransferase_Level": 37.54665044, + "Creatinine_Level": 0.544722954, + "LDH_Level": 177.8994464, + "Calcium_Level": 9.828486948, + "Phosphorus_Level": 3.425322953, + "Glucose_Level": 143.5752449, + "Potassium_Level": 3.508185258, + "Sodium_Level": 144.6337047, + "Smoking_Pack_Years": 76.5844603 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.3911006, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.27465316, + "White_Blood_Cell_Count": 4.767184837, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.52016326, + "White_Blood_Cell_Count": 5.992687622, + "Platelet_Count": 418.9698135, + "Albumin_Level": 3.261853861, + "Alkaline_Phosphatase_Level": 84.56585401, + "Alanine_Aminotransferase_Level": 27.18435831, + "Aspartate_Aminotransferase_Level": 38.70315579, + "Creatinine_Level": 1.208259625, + "LDH_Level": 193.5611538, + "Calcium_Level": 10.23224727, + "Phosphorus_Level": 4.218166323, + "Glucose_Level": 110.0446883, + "Potassium_Level": 4.942784306, + "Sodium_Level": 142.4287939, + "Smoking_Pack_Years": 2.098214654 + }, + { + "Age": 50, + "Gender": 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.54527019, + "White_Blood_Cell_Count": 5.856456032, + "Platelet_Count": 414.107593, + "Albumin_Level": 3.022509863, + "Alkaline_Phosphatase_Level": 56.7093676, + "Alanine_Aminotransferase_Level": 38.07326428, + "Aspartate_Aminotransferase_Level": 27.18172567, + "Creatinine_Level": 1.21846834, + "LDH_Level": 219.2303912, + "Calcium_Level": 8.076184529, + "Phosphorus_Level": 4.347783673, + "Glucose_Level": 97.24732019, + "Potassium_Level": 4.656535052, + "Sodium_Level": 138.3469277, + "Smoking_Pack_Years": 7.618945114 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.34736419, + "White_Blood_Cell_Count": 8.969599405, + "Platelet_Count": 263.3420517, + "Albumin_Level": 3.160688802, + "Alkaline_Phosphatase_Level": 115.0836927, + "Alanine_Aminotransferase_Level": 29.84430095, + "Aspartate_Aminotransferase_Level": 16.93342215, + "Creatinine_Level": 1.223810077, + "LDH_Level": 202.6816571, + "Calcium_Level": 9.286610426, + "Phosphorus_Level": 4.172966902, + "Glucose_Level": 76.53033936, + "Potassium_Level": 4.004912424, + "Sodium_Level": 142.451677, + "Smoking_Pack_Years": 46.83493385 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.98254362, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.41114959, + "White_Blood_Cell_Count": 9.802359489, + "Platelet_Count": 343.4949263, + "Albumin_Level": 4.420096549, + "Alkaline_Phosphatase_Level": 48.23052761, + "Alanine_Aminotransferase_Level": 29.64218757, + "Aspartate_Aminotransferase_Level": 41.44405845, + "Creatinine_Level": 0.551429293, + "LDH_Level": 161.3166189, + "Calcium_Level": 9.677656558, + "Phosphorus_Level": 3.681140167, + "Glucose_Level": 121.3920165, + "Potassium_Level": 4.007436699, + "Sodium_Level": 143.7797077, + "Smoking_Pack_Years": 46.99753694 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.93260107, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.96191912, + "White_Blood_Cell_Count": 9.611824007, + "Platelet_Count": 193.4270407, + "Albumin_Level": 3.847059145, + "Alkaline_Phosphatase_Level": 85.32862077, + "Alanine_Aminotransferase_Level": 12.55962184, + "Aspartate_Aminotransferase_Level": 47.14615044, + "Creatinine_Level": 0.90954425, + "LDH_Level": 197.7709084, + "Calcium_Level": 9.415400705, + "Phosphorus_Level": 4.608518911, + "Glucose_Level": 72.00657448, + "Potassium_Level": 3.790902001, + "Sodium_Level": 140.8711383, + "Smoking_Pack_Years": 57.90454255 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.06446015, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.1034236, + "White_Blood_Cell_Count": 9.215678491, + "Platelet_Count": 267.719921, + "Albumin_Level": 3.436762183, + "Alkaline_Phosphatase_Level": 65.68827276, + "Alanine_Aminotransferase_Level": 22.48914435, + "Aspartate_Aminotransferase_Level": 19.41114741, + "Creatinine_Level": 0.83110263, + "LDH_Level": 210.0113782, + "Calcium_Level": 8.594769952, + "Phosphorus_Level": 2.691586729, + "Glucose_Level": 114.927913, + "Potassium_Level": 4.643535577, + "Sodium_Level": 141.6433722, + "Smoking_Pack_Years": 88.32846582 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.37488448, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.76201631, + "White_Blood_Cell_Count": 4.129209713, + "Platelet_Count": 404.9563749, + "Albumin_Level": 4.358980348, + "Alkaline_Phosphatase_Level": 69.2640619, + "Alanine_Aminotransferase_Level": 15.01503701, + "Aspartate_Aminotransferase_Level": 49.64767557, + "Creatinine_Level": 0.701924372, + "LDH_Level": 195.2355764, + "Calcium_Level": 9.030440274, + "Phosphorus_Level": 4.916320176, + "Glucose_Level": 145.6926329, + "Potassium_Level": 4.952799102, + "Sodium_Level": 140.643458, + "Smoking_Pack_Years": 70.16949614 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.38375658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.13348684, + "White_Blood_Cell_Count": 6.309299352, + "Platelet_Count": 288.1520617, + "Albumin_Level": 4.10780701, + "Alkaline_Phosphatase_Level": 34.98517656, + "Alanine_Aminotransferase_Level": 34.36230597, + "Aspartate_Aminotransferase_Level": 35.55582825, + "Creatinine_Level": 0.882107379, + "LDH_Level": 102.5306441, + "Calcium_Level": 10.43166453, + "Phosphorus_Level": 2.934810221, + "Glucose_Level": 100.2464825, + "Potassium_Level": 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32.77015873, + "Aspartate_Aminotransferase_Level": 33.99381717, + "Creatinine_Level": 0.94753394, + "LDH_Level": 246.0286338, + "Calcium_Level": 9.81125038, + "Phosphorus_Level": 3.451142965, + "Glucose_Level": 76.75354331, + "Potassium_Level": 3.59476063, + "Sodium_Level": 139.1810878, + "Smoking_Pack_Years": 87.54404082 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.18939036, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.24311848, + "White_Blood_Cell_Count": 5.294416336, + "Platelet_Count": 288.0060704, + "Albumin_Level": 4.457921786, + "Alkaline_Phosphatase_Level": 30.18972352, + "Alanine_Aminotransferase_Level": 17.28903932, + "Aspartate_Aminotransferase_Level": 28.58423397, + "Creatinine_Level": 1.473392767, + "LDH_Level": 150.5541203, + "Calcium_Level": 10.36274672, + "Phosphorus_Level": 4.259736903, + "Glucose_Level": 72.73765931, + "Potassium_Level": 3.938288685, + "Sodium_Level": 141.0846055, + "Smoking_Pack_Years": 53.30629243 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.22681686, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.07313469, + "White_Blood_Cell_Count": 4.877792823, + "Platelet_Count": 441.0833894, + "Albumin_Level": 3.240424996, + "Alkaline_Phosphatase_Level": 116.2533816, + "Alanine_Aminotransferase_Level": 24.8140212, + "Aspartate_Aminotransferase_Level": 20.76383258, + "Creatinine_Level": 1.102634709, + "LDH_Level": 170.23102, + "Calcium_Level": 10.11914198, + "Phosphorus_Level": 3.359352829, + "Glucose_Level": 144.2110062, + "Potassium_Level": 4.09710793, + "Sodium_Level": 139.6574828, + "Smoking_Pack_Years": 46.30476197 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.78474994, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.50997575, + "White_Blood_Cell_Count": 8.732044485, + "Platelet_Count": 192.765154, + "Albumin_Level": 4.72078638, + "Alkaline_Phosphatase_Level": 49.09119183, + "Alanine_Aminotransferase_Level": 37.90082267, + "Aspartate_Aminotransferase_Level": 48.15184855, + "Creatinine_Level": 0.708305294, + "LDH_Level": 111.1736345, + "Calcium_Level": 10.12890052, + "Phosphorus_Level": 4.983060001, + "Glucose_Level": 103.1699463, + "Potassium_Level": 4.369428315, + "Sodium_Level": 137.7803438, + "Smoking_Pack_Years": 83.81305766 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.17351869, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.26938489, + "White_Blood_Cell_Count": 9.947726912, + "Platelet_Count": 375.0087198, + "Albumin_Level": 3.375191824, + "Alkaline_Phosphatase_Level": 91.14535903, + "Alanine_Aminotransferase_Level": 27.40356696, + "Aspartate_Aminotransferase_Level": 33.10448551, + "Creatinine_Level": 1.01228833, + "LDH_Level": 224.0762558, + "Calcium_Level": 8.592690024, + "Phosphorus_Level": 4.399577672, + "Glucose_Level": 101.7610658, + "Potassium_Level": 4.397188859, + "Sodium_Level": 143.5476344, + "Smoking_Pack_Years": 2.615110845 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.62022716, + "White_Blood_Cell_Count": 5.536920656, + "Platelet_Count": 259.9442825, + "Albumin_Level": 3.772875667, + "Alkaline_Phosphatase_Level": 85.33978525, + "Alanine_Aminotransferase_Level": 8.64804103, + "Aspartate_Aminotransferase_Level": 13.69247524, + "Creatinine_Level": 0.644155283, + "LDH_Level": 204.9689259, + "Calcium_Level": 9.177118677, + "Phosphorus_Level": 2.608203558, + "Glucose_Level": 83.7424433, + "Potassium_Level": 4.982293993, + "Sodium_Level": 141.5795879, + "Smoking_Pack_Years": 88.80723325 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.97137326, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.41662867, + "White_Blood_Cell_Count": 6.18938044, + "Platelet_Count": 239.7997187, + "Albumin_Level": 4.560712317, + "Alkaline_Phosphatase_Level": 97.80795975, + "Alanine_Aminotransferase_Level": 28.1275906, + "Aspartate_Aminotransferase_Level": 30.20389893, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.08513553, + "White_Blood_Cell_Count": 3.57533834, + "Platelet_Count": 441.1562846, + "Albumin_Level": 3.566488994, + "Alkaline_Phosphatase_Level": 87.23761059, + "Alanine_Aminotransferase_Level": 21.54422248, + "Aspartate_Aminotransferase_Level": 17.09300845, + "Creatinine_Level": 1.02054746, + "LDH_Level": 220.100878, + "Calcium_Level": 9.095058887, + "Phosphorus_Level": 2.722818325, + "Glucose_Level": 135.8649285, + "Potassium_Level": 4.858846829, + "Sodium_Level": 141.0868991, + "Smoking_Pack_Years": 60.99556459 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.03109765, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.34254276, + "White_Blood_Cell_Count": 3.600500711, + "Platelet_Count": 188.337382, + "Albumin_Level": 3.676451557, + "Alkaline_Phosphatase_Level": 56.07421905, + "Alanine_Aminotransferase_Level": 31.15251528, + "Aspartate_Aminotransferase_Level": 22.13661075, + "Creatinine_Level": 0.692327495, + "LDH_Level": 140.2504256, + "Calcium_Level": 9.589125993, + "Phosphorus_Level": 4.65434557, + "Glucose_Level": 125.3830113, + "Potassium_Level": 3.685414762, + "Sodium_Level": 139.9127934, + "Smoking_Pack_Years": 34.43235483 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.07885542, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.39989716, + "White_Blood_Cell_Count": 7.038591862, + "Platelet_Count": 288.6609513, + "Albumin_Level": 4.61941344, + "Alkaline_Phosphatase_Level": 73.53100127, + "Alanine_Aminotransferase_Level": 10.23523583, + "Aspartate_Aminotransferase_Level": 48.54479013, + "Creatinine_Level": 0.86282533, + "LDH_Level": 240.7636713, + "Calcium_Level": 8.755639028, + "Phosphorus_Level": 4.357013302, + "Glucose_Level": 73.98594107, + "Potassium_Level": 3.926174898, + "Sodium_Level": 144.333733, + "Smoking_Pack_Years": 72.39421237 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.71368357, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.57088912, + "White_Blood_Cell_Count": 8.801703666, + "Platelet_Count": 206.2956688, + "Albumin_Level": 3.023187388, + "Alkaline_Phosphatase_Level": 60.99619344, + "Alanine_Aminotransferase_Level": 31.20782492, + "Aspartate_Aminotransferase_Level": 49.14892507, + "Creatinine_Level": 1.484485656, + "LDH_Level": 150.376536, + "Calcium_Level": 8.426385118, + "Phosphorus_Level": 3.160935669, + "Glucose_Level": 139.116831, + "Potassium_Level": 4.141392904, + "Sodium_Level": 135.0653846, + "Smoking_Pack_Years": 4.512070579 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.0649621, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.25755183, + "White_Blood_Cell_Count": 4.407585588, + "Platelet_Count": 155.3806089, + "Albumin_Level": 4.933844729, + "Alkaline_Phosphatase_Level": 38.12433178, + "Alanine_Aminotransferase_Level": 17.53140756, + "Aspartate_Aminotransferase_Level": 36.19751196, + "Creatinine_Level": 1.375429706, + "LDH_Level": 149.7830473, + "Calcium_Level": 9.076740077, + "Phosphorus_Level": 4.311589949, + "Glucose_Level": 130.3434397, + "Potassium_Level": 4.753701433, + "Sodium_Level": 136.4482729, + "Smoking_Pack_Years": 95.7360284 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.84420242, + "Tumor_Location": "Lower Lobe", + "Stage": 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.46589623, + "White_Blood_Cell_Count": 3.879289631, + "Platelet_Count": 176.0305245, + "Albumin_Level": 3.042209914, + "Alkaline_Phosphatase_Level": 77.73084451, + "Alanine_Aminotransferase_Level": 19.16920168, + "Aspartate_Aminotransferase_Level": 34.4126154, + "Creatinine_Level": 0.602010086, + "LDH_Level": 228.4228638, + "Calcium_Level": 8.63254621, + "Phosphorus_Level": 3.760421635, + "Glucose_Level": 137.9984419, + "Potassium_Level": 4.689467564, + "Sodium_Level": 138.8876243, + "Smoking_Pack_Years": 44.84034135 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.52490611, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.73617974, + "White_Blood_Cell_Count": 7.726292248, + "Platelet_Count": 357.751297, + "Albumin_Level": 3.578755378, + "Alkaline_Phosphatase_Level": 30.19533097, + "Alanine_Aminotransferase_Level": 21.65862981, + "Aspartate_Aminotransferase_Level": 32.72713858, + "Creatinine_Level": 0.664662248, + "LDH_Level": 140.8291244, + "Calcium_Level": 8.282417962, + "Phosphorus_Level": 2.747356873, + "Glucose_Level": 132.4949859, + "Potassium_Level": 4.337187134, + "Sodium_Level": 140.7914728, + "Smoking_Pack_Years": 0.597991608 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.72559081, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 10.67444175, + "Aspartate_Aminotransferase_Level": 49.94228944, + "Creatinine_Level": 1.381590179, + "LDH_Level": 202.5369112, + "Calcium_Level": 9.978500872, + "Phosphorus_Level": 2.840497574, + "Glucose_Level": 101.5408281, + "Potassium_Level": 4.828430631, + "Sodium_Level": 141.4634785, + "Smoking_Pack_Years": 33.47151563 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.23721736, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.12451761, + "White_Blood_Cell_Count": 5.716959033, + "Platelet_Count": 314.1585003, + "Albumin_Level": 3.686184458, + "Alkaline_Phosphatase_Level": 113.0957482, + "Alanine_Aminotransferase_Level": 6.962192746, + "Aspartate_Aminotransferase_Level": 15.85335658, + "Creatinine_Level": 1.425036184, + "LDH_Level": 186.181706, + "Calcium_Level": 8.291556261, + "Phosphorus_Level": 4.805977895, + "Glucose_Level": 123.6521996, + "Potassium_Level": 4.965998699, + "Sodium_Level": 140.1544146, + "Smoking_Pack_Years": 21.28840797 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.44002157, + "Tumor_Location": 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"Glucose_Level": 124.2336214, + "Potassium_Level": 3.677952251, + "Sodium_Level": 141.9621557, + "Smoking_Pack_Years": 97.67531435 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.16638995, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.58528117, + "White_Blood_Cell_Count": 8.289921129, + "Platelet_Count": 391.5531502, + "Albumin_Level": 3.878099921, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.52232919, + "White_Blood_Cell_Count": 3.907749738, + "Platelet_Count": 390.7387707, + "Albumin_Level": 3.657798677, + "Alkaline_Phosphatase_Level": 81.56483743, + "Alanine_Aminotransferase_Level": 21.94865917, + "Aspartate_Aminotransferase_Level": 12.60404993, + "Creatinine_Level": 1.201695436, + "LDH_Level": 121.7207884, + "Calcium_Level": 8.390222743, + "Phosphorus_Level": 3.077962049, + "Glucose_Level": 103.5612052, + "Potassium_Level": 4.433605274, + "Sodium_Level": 140.8582636, + "Smoking_Pack_Years": 96.8374466 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.72555011, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.24345942, + "White_Blood_Cell_Count": 8.125766459, + "Platelet_Count": 310.9788762, + "Albumin_Level": 4.455035723, + "Alkaline_Phosphatase_Level": 118.1454989, + "Alanine_Aminotransferase_Level": 18.70235159, + "Aspartate_Aminotransferase_Level": 14.39446429, + "Creatinine_Level": 0.520925971, + "LDH_Level": 106.6352014, + "Calcium_Level": 8.684768328, + "Phosphorus_Level": 3.760766765, + "Glucose_Level": 130.8928307, + "Potassium_Level": 4.273436203, + "Sodium_Level": 144.5647136, + "Smoking_Pack_Years": 25.15026363 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.80221865, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.86299071, + "White_Blood_Cell_Count": 4.155584558, + "Platelet_Count": 181.4754169, + "Albumin_Level": 4.285490056, + "Alkaline_Phosphatase_Level": 82.79024355, + "Alanine_Aminotransferase_Level": 39.76722838, + "Aspartate_Aminotransferase_Level": 15.60762778, + "Creatinine_Level": 1.44781139, + "LDH_Level": 201.8138555, + "Calcium_Level": 10.44554287, + "Phosphorus_Level": 4.374995939, + "Glucose_Level": 101.3638827, + "Potassium_Level": 4.531354641, + "Sodium_Level": 135.7953249, + "Smoking_Pack_Years": 77.774147 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.45622895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.84999455, + "White_Blood_Cell_Count": 9.706988608, + "Platelet_Count": 295.7645604, + "Albumin_Level": 4.886266956, + "Alkaline_Phosphatase_Level": 50.35307458, + "Alanine_Aminotransferase_Level": 6.213297424, + "Aspartate_Aminotransferase_Level": 48.33348639, + "Creatinine_Level": 1.275961289, + "LDH_Level": 150.3115034, + "Calcium_Level": 8.465404419, + "Phosphorus_Level": 3.292306181, + "Glucose_Level": 129.0780668, + "Potassium_Level": 3.780000134, + "Sodium_Level": 142.8644877, + "Smoking_Pack_Years": 76.12108985 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.81267657, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.12223369, + "White_Blood_Cell_Count": 8.240554753, + "Platelet_Count": 360.6995609, + "Albumin_Level": 3.479996881, + "Alkaline_Phosphatase_Level": 93.86611029, + "Alanine_Aminotransferase_Level": 24.48250035, + "Aspartate_Aminotransferase_Level": 13.06254216, + "Creatinine_Level": 1.127894016, + "LDH_Level": 141.9764273, + "Calcium_Level": 8.281130201, + "Phosphorus_Level": 2.549314663, + "Glucose_Level": 109.2380898, + "Potassium_Level": 4.274409267, + "Sodium_Level": 136.6430605, + "Smoking_Pack_Years": 98.33662478 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.87703324, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.78080275, + "White_Blood_Cell_Count": 7.756426592, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.20225615, + "White_Blood_Cell_Count": 3.853167905, + "Platelet_Count": 215.6143203, + "Albumin_Level": 3.537976523, + "Alkaline_Phosphatase_Level": 92.35782505, + "Alanine_Aminotransferase_Level": 25.39513021, + "Aspartate_Aminotransferase_Level": 31.67721795, + "Creatinine_Level": 0.678796892, + "LDH_Level": 154.6291194, + "Calcium_Level": 8.466712449, + "Phosphorus_Level": 3.364414773, + "Glucose_Level": 124.5790897, + "Potassium_Level": 4.637858153, + "Sodium_Level": 143.6338134, + "Smoking_Pack_Years": 3.742550463 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.14196386, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "African 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17.5723193 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.83822023, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.0677108, + "White_Blood_Cell_Count": 5.165199735, + "Platelet_Count": 249.8823354, + "Albumin_Level": 3.204072942, + "Alkaline_Phosphatase_Level": 77.68055306, + "Alanine_Aminotransferase_Level": 11.42897232, + "Aspartate_Aminotransferase_Level": 14.54324439, + "Creatinine_Level": 1.012325993, + "LDH_Level": 115.5762452, + "Calcium_Level": 9.120134435, + "Phosphorus_Level": 4.384942049, + "Glucose_Level": 123.1903767, + "Potassium_Level": 4.412478194, + "Sodium_Level": 144.9839705, + "Smoking_Pack_Years": 20.24149813 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.98937352, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.79081706, + "White_Blood_Cell_Count": 4.538706803, + "Platelet_Count": 417.1717638, + "Albumin_Level": 3.537058421, + "Alkaline_Phosphatase_Level": 54.2967554, + "Alanine_Aminotransferase_Level": 15.07442161, + "Aspartate_Aminotransferase_Level": 13.40446194, + "Creatinine_Level": 0.99878633, + "LDH_Level": 224.1555911, + "Calcium_Level": 8.85786869, + "Phosphorus_Level": 3.020508139, + "Glucose_Level": 99.95287555, + "Potassium_Level": 4.06906781, + "Sodium_Level": 141.987537, + "Smoking_Pack_Years": 29.32540539 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.18969247, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.76336541, + "White_Blood_Cell_Count": 7.648133335, + "Platelet_Count": 367.2997364, + "Albumin_Level": 4.816219593, + "Alkaline_Phosphatase_Level": 44.36902028, + "Alanine_Aminotransferase_Level": 6.505136631, + "Aspartate_Aminotransferase_Level": 12.90269895, + "Creatinine_Level": 1.197823372, + "LDH_Level": 248.0962409, + "Calcium_Level": 9.229403622, + "Phosphorus_Level": 4.302954924, + "Glucose_Level": 125.9556783, + "Potassium_Level": 3.545806389, + "Sodium_Level": 139.5934148, + "Smoking_Pack_Years": 66.55679527 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.86746389, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Hemoglobin_Level": 13.95238493, + "White_Blood_Cell_Count": 7.682136812, + "Platelet_Count": 377.1698417, + "Albumin_Level": 4.489329944, + "Alkaline_Phosphatase_Level": 42.68974769, + "Alanine_Aminotransferase_Level": 14.77477312, + "Aspartate_Aminotransferase_Level": 48.28066504, + "Creatinine_Level": 1.118286299, + "LDH_Level": 117.6934925, + "Calcium_Level": 9.662457727, + "Phosphorus_Level": 3.278448308, + "Glucose_Level": 95.73010318, + "Potassium_Level": 4.086268347, + "Sodium_Level": 142.2780696, + "Smoking_Pack_Years": 5.096475942 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.22595372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.28785154, + "White_Blood_Cell_Count": 6.558833791, + "Platelet_Count": 442.2350142, + "Albumin_Level": 4.984959617, + "Alkaline_Phosphatase_Level": 45.76613976, + "Alanine_Aminotransferase_Level": 13.53228866, + "Aspartate_Aminotransferase_Level": 40.61428773, + "Creatinine_Level": 1.259370223, + "LDH_Level": 194.866525, + "Calcium_Level": 10.27908686, + "Phosphorus_Level": 2.585009457, + "Glucose_Level": 97.00836715, + "Potassium_Level": 4.05708384, + "Sodium_Level": 140.2048734, + "Smoking_Pack_Years": 60.89672909 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.20054988, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.55186541, + "White_Blood_Cell_Count": 8.055553989, + "Platelet_Count": 371.9592066, + "Albumin_Level": 3.827189643, + "Alkaline_Phosphatase_Level": 40.38677467, + "Alanine_Aminotransferase_Level": 29.71862156, + "Aspartate_Aminotransferase_Level": 13.40806799, + "Creatinine_Level": 0.726897461, + "LDH_Level": 239.8980416, + "Calcium_Level": 8.384142312, + "Phosphorus_Level": 3.723285997, + "Glucose_Level": 110.2556699, + "Potassium_Level": 4.587778509, + "Sodium_Level": 137.870505, + "Smoking_Pack_Years": 18.840443 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.37315658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.51232622, + "White_Blood_Cell_Count": 4.140933143, + "Platelet_Count": 201.9982187, + "Albumin_Level": 4.460058885, + "Alkaline_Phosphatase_Level": 89.03729321, + "Alanine_Aminotransferase_Level": 13.3022125, + "Aspartate_Aminotransferase_Level": 16.48078625, + "Creatinine_Level": 0.913290922, + "LDH_Level": 169.6644587, + "Calcium_Level": 9.76367109, + "Phosphorus_Level": 4.530653596, + "Glucose_Level": 80.96275224, + "Potassium_Level": 3.560697914, + "Sodium_Level": 138.5527792, + "Smoking_Pack_Years": 31.67473529 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.368894, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.88338398, + "White_Blood_Cell_Count": 5.917287048, + "Platelet_Count": 377.796779, + "Albumin_Level": 3.363744847, + "Alkaline_Phosphatase_Level": 100.5196514, + "Alanine_Aminotransferase_Level": 8.968893231, + "Aspartate_Aminotransferase_Level": 21.63770886, + "Creatinine_Level": 0.716789993, + "LDH_Level": 187.4054134, + "Calcium_Level": 10.36815928, + "Phosphorus_Level": 4.673577234, + "Glucose_Level": 84.45308656, + "Potassium_Level": 4.044323114, + "Sodium_Level": 144.6301624, + "Smoking_Pack_Years": 20.22155722 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.12131241, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.83338633, + "White_Blood_Cell_Count": 8.380624262, + "Platelet_Count": 227.4186012, + "Albumin_Level": 4.435856255, + "Alkaline_Phosphatase_Level": 94.75279546, + "Alanine_Aminotransferase_Level": 23.82823714, + "Aspartate_Aminotransferase_Level": 13.62883879, + "Creatinine_Level": 0.715613328, + "LDH_Level": 145.2650721, + "Calcium_Level": 10.06441941, + "Phosphorus_Level": 4.188276526, + "Glucose_Level": 84.19910561, + "Potassium_Level": 4.111977422, + "Sodium_Level": 142.6678265, + "Smoking_Pack_Years": 86.67883686 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.87442524, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.14001914, + "White_Blood_Cell_Count": 4.11239304, + "Platelet_Count": 318.0997218, + "Albumin_Level": 4.894331932, + "Alkaline_Phosphatase_Level": 58.58484861, + "Alanine_Aminotransferase_Level": 27.19266748, + "Aspartate_Aminotransferase_Level": 47.66312639, + "Creatinine_Level": 0.618120781, + "LDH_Level": 249.7167378, + "Calcium_Level": 9.975675456, + "Phosphorus_Level": 3.576185617, + "Glucose_Level": 108.4454697, + "Potassium_Level": 3.55211019, + "Sodium_Level": 140.5581122, + "Smoking_Pack_Years": 97.40613883 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.93336317, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.2496999, + "White_Blood_Cell_Count": 4.067612164, + "Platelet_Count": 427.1865162, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.17243675, + "White_Blood_Cell_Count": 8.453902301, + "Platelet_Count": 375.3787658, + "Albumin_Level": 4.511608982, + "Alkaline_Phosphatase_Level": 39.85882141, + "Alanine_Aminotransferase_Level": 16.83385866, + "Aspartate_Aminotransferase_Level": 19.18748672, + "Creatinine_Level": 0.774622087, + "LDH_Level": 204.6714729, + "Calcium_Level": 9.773564017, + "Phosphorus_Level": 3.576660613, + "Glucose_Level": 125.8619435, + "Potassium_Level": 3.64738337, + "Sodium_Level": 139.4801214, + "Smoking_Pack_Years": 86.82186246 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.50810412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.77188484, + "White_Blood_Cell_Count": 8.796712171, + "Platelet_Count": 264.1728723, + "Albumin_Level": 3.519731529, + "Alkaline_Phosphatase_Level": 71.74716943, + "Alanine_Aminotransferase_Level": 19.06386019, + "Aspartate_Aminotransferase_Level": 24.87295942, + "Creatinine_Level": 0.619716362, + "LDH_Level": 170.1111746, + "Calcium_Level": 9.200596395, + "Phosphorus_Level": 3.647335681, + "Glucose_Level": 78.98083909, + "Potassium_Level": 3.890873208, + "Sodium_Level": 143.519221, + "Smoking_Pack_Years": 35.48194775 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.02869848, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.98599444, + "White_Blood_Cell_Count": 9.343931581, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.2269274, + "White_Blood_Cell_Count": 6.186941447, + "Platelet_Count": 287.7839083, + "Albumin_Level": 4.984780697, + "Alkaline_Phosphatase_Level": 36.7082517, + "Alanine_Aminotransferase_Level": 32.96055764, + "Aspartate_Aminotransferase_Level": 11.26970866, + "Creatinine_Level": 0.663964798, + "LDH_Level": 110.2426409, + "Calcium_Level": 9.36233855, + "Phosphorus_Level": 3.289488347, + "Glucose_Level": 77.2920186, + "Potassium_Level": 3.931947852, + "Sodium_Level": 144.4559072, + "Smoking_Pack_Years": 45.1359255 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.41736821, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.75553218, + "White_Blood_Cell_Count": 7.291638801, + "Platelet_Count": 395.8729611, + "Albumin_Level": 4.849329974, + "Alkaline_Phosphatase_Level": 92.86479656, + "Alanine_Aminotransferase_Level": 17.7165665, + "Aspartate_Aminotransferase_Level": 40.51441948, + "Creatinine_Level": 0.761690853, + "LDH_Level": 140.0905421, + "Calcium_Level": 8.139682411, + "Phosphorus_Level": 3.974045712, + "Glucose_Level": 113.4047686, + "Potassium_Level": 4.268601897, + "Sodium_Level": 138.2144592, + "Smoking_Pack_Years": 16.03607406 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.89642366, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.47849136, + "White_Blood_Cell_Count": 6.591803374, + "Platelet_Count": 426.0914906, + "Albumin_Level": 4.554384764, + "Alkaline_Phosphatase_Level": 79.06222126, + "Alanine_Aminotransferase_Level": 24.65868665, + "Aspartate_Aminotransferase_Level": 17.36184429, + "Creatinine_Level": 0.626137801, + "LDH_Level": 120.7768298, + "Calcium_Level": 8.011351995, + "Phosphorus_Level": 2.560030339, + "Glucose_Level": 93.52554311, + "Potassium_Level": 3.629791209, + "Sodium_Level": 144.626198, + "Smoking_Pack_Years": 46.66598105 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.04208511, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.7645096, + "White_Blood_Cell_Count": 5.493852165, + "Platelet_Count": 379.5185972, + "Albumin_Level": 3.687851828, + "Alkaline_Phosphatase_Level": 79.84153956, + "Alanine_Aminotransferase_Level": 15.50878143, + "Aspartate_Aminotransferase_Level": 21.11733022, + "Creatinine_Level": 0.559495397, + "LDH_Level": 124.6745778, + "Calcium_Level": 8.402415176, + "Phosphorus_Level": 3.903545239, + "Glucose_Level": 132.2251619, + "Potassium_Level": 4.517240086, + "Sodium_Level": 137.2789095, + "Smoking_Pack_Years": 59.89441253 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.97388874, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.04110653, + "White_Blood_Cell_Count": 7.280721426, + "Platelet_Count": 411.28758, + "Albumin_Level": 3.454035797, + "Alkaline_Phosphatase_Level": 66.11104636, + "Alanine_Aminotransferase_Level": 33.7237502, + "Aspartate_Aminotransferase_Level": 27.90745107, + "Creatinine_Level": 1.174850077, + "LDH_Level": 180.0694079, + "Calcium_Level": 8.181554194, + "Phosphorus_Level": 2.614720608, + "Glucose_Level": 86.91173116, + "Potassium_Level": 4.343778263, + "Sodium_Level": 141.7338584, + "Smoking_Pack_Years": 2.426094783 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.36363495, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.03911495, + "White_Blood_Cell_Count": 9.180191154, + "Platelet_Count": 387.3070231, + "Albumin_Level": 3.075863049, + "Alkaline_Phosphatase_Level": 56.99470604, + "Alanine_Aminotransferase_Level": 32.72952856, + "Aspartate_Aminotransferase_Level": 11.1518158, + "Creatinine_Level": 1.309886869, + "LDH_Level": 152.4150478, + "Calcium_Level": 9.11712359, + "Phosphorus_Level": 4.747573276, + "Glucose_Level": 123.1356217, + "Potassium_Level": 3.575145072, + "Sodium_Level": 139.0103505, + "Smoking_Pack_Years": 34.38344156 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.63756724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.71285118, + "White_Blood_Cell_Count": 6.285040442, + "Platelet_Count": 438.3010049, + "Albumin_Level": 4.673994043, + "Alkaline_Phosphatase_Level": 96.73576732, + "Alanine_Aminotransferase_Level": 14.59018503, + "Aspartate_Aminotransferase_Level": 44.56046376, + "Creatinine_Level": 1.454443551, + "LDH_Level": 131.2917695, + "Calcium_Level": 8.086652137, + "Phosphorus_Level": 2.850779254, + "Glucose_Level": 86.31817526, + "Potassium_Level": 3.541793399, + "Sodium_Level": 140.3062382, + "Smoking_Pack_Years": 7.883125597 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.88331793, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.70647575, + "White_Blood_Cell_Count": 7.607086051, + "Platelet_Count": 162.8353044, + "Albumin_Level": 4.42582831, + "Alkaline_Phosphatase_Level": 83.44600122, + "Alanine_Aminotransferase_Level": 28.459087, + "Aspartate_Aminotransferase_Level": 31.3977127, + "Creatinine_Level": 0.885120592, + "LDH_Level": 226.2649846, + "Calcium_Level": 8.937900705, + "Phosphorus_Level": 3.791138105, + "Glucose_Level": 119.0332626, + "Potassium_Level": 4.827162792, + "Sodium_Level": 143.0906862, + "Smoking_Pack_Years": 41.633439 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.61742126, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.82686782, + "White_Blood_Cell_Count": 8.850925443, + "Platelet_Count": 162.6293192, + "Albumin_Level": 4.213583035, + "Alkaline_Phosphatase_Level": 36.03211091, + "Alanine_Aminotransferase_Level": 11.06019591, + "Aspartate_Aminotransferase_Level": 39.27226554, + "Creatinine_Level": 1.361595804, + "LDH_Level": 125.8243554, + "Calcium_Level": 10.15727609, + "Phosphorus_Level": 3.018821291, + "Glucose_Level": 74.23600381, + "Potassium_Level": 4.132064783, + "Sodium_Level": 137.9443417, + "Smoking_Pack_Years": 61.01069712 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.00759667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.32750332, + "White_Blood_Cell_Count": 9.994178193, + "Platelet_Count": 355.7082871, + "Albumin_Level": 3.027478531, + "Alkaline_Phosphatase_Level": 101.3785897, + "Alanine_Aminotransferase_Level": 32.03466009, + "Aspartate_Aminotransferase_Level": 10.79005101, + "Creatinine_Level": 1.079054132, + "LDH_Level": 185.0074012, + "Calcium_Level": 10.28105016, + "Phosphorus_Level": 3.283966979, + "Glucose_Level": 84.50431088, + "Potassium_Level": 3.822856507, + "Sodium_Level": 136.1622864, + "Smoking_Pack_Years": 2.392478852 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.8747951, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.91435872, + "White_Blood_Cell_Count": 5.21294236, + "Platelet_Count": 186.3704899, + "Albumin_Level": 3.549504241, + "Alkaline_Phosphatase_Level": 92.76502855, + "Alanine_Aminotransferase_Level": 38.7560371, + "Aspartate_Aminotransferase_Level": 24.89772394, + "Creatinine_Level": 0.538463561, + "LDH_Level": 155.8391096, + "Calcium_Level": 10.07602728, + "Phosphorus_Level": 3.113689733, + "Glucose_Level": 133.8672389, + "Potassium_Level": 3.90386498, + "Sodium_Level": 143.589866, + "Smoking_Pack_Years": 19.51560025 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.99055371, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.22475907, + "White_Blood_Cell_Count": 4.465747017, + "Platelet_Count": 392.8186822, + "Albumin_Level": 4.060099936, + "Alkaline_Phosphatase_Level": 54.76358247, + "Alanine_Aminotransferase_Level": 16.18114122, + "Aspartate_Aminotransferase_Level": 25.95967605, + "Creatinine_Level": 0.724741604, + "LDH_Level": 214.5989884, + "Calcium_Level": 9.340312731, + "Phosphorus_Level": 4.958029097, + "Glucose_Level": 125.7643513, + "Potassium_Level": 4.104517638, + "Sodium_Level": 140.134218, + "Smoking_Pack_Years": 48.16956399 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.51474582, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.28909984, + "White_Blood_Cell_Count": 5.606445352, + "Platelet_Count": 272.7341031, + "Albumin_Level": 4.722303965, + "Alkaline_Phosphatase_Level": 112.3118225, + "Alanine_Aminotransferase_Level": 12.43220863, + "Aspartate_Aminotransferase_Level": 27.35519943, + "Creatinine_Level": 1.437838115, + "LDH_Level": 223.8477572, + "Calcium_Level": 8.788549572, + "Phosphorus_Level": 4.637071145, + "Glucose_Level": 118.5965947, + "Potassium_Level": 3.682475146, + "Sodium_Level": 142.2433827, + "Smoking_Pack_Years": 52.53350835 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.4979724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.94765964, + "White_Blood_Cell_Count": 7.323898782, + "Platelet_Count": 217.60148, + "Albumin_Level": 4.242678649, + "Alkaline_Phosphatase_Level": 119.7582574, + "Alanine_Aminotransferase_Level": 35.78980273, + "Aspartate_Aminotransferase_Level": 30.56755113, + "Creatinine_Level": 1.426645297, + "LDH_Level": 248.6383865, + "Calcium_Level": 8.906152779, + "Phosphorus_Level": 2.597024865, + "Glucose_Level": 83.05867013, + "Potassium_Level": 3.741230159, + "Sodium_Level": 136.1215689, + "Smoking_Pack_Years": 15.84612177 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.20700427, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.37585517, + "White_Blood_Cell_Count": 8.052965534, + "Platelet_Count": 170.5030356, + "Albumin_Level": 3.179703807, + "Alkaline_Phosphatase_Level": 79.10693422, + "Alanine_Aminotransferase_Level": 19.66620385, + "Aspartate_Aminotransferase_Level": 28.38589423, + "Creatinine_Level": 0.554575269, + "LDH_Level": 161.2738215, + "Calcium_Level": 8.535499186, + "Phosphorus_Level": 4.653077665, + "Glucose_Level": 133.6455002, + "Potassium_Level": 3.677991378, + "Sodium_Level": 139.2567404, + "Smoking_Pack_Years": 87.79356133 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.97718332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.56760671, + "White_Blood_Cell_Count": 9.473985346, + "Platelet_Count": 188.4362989, + "Albumin_Level": 4.630164432, + "Alkaline_Phosphatase_Level": 119.2492815, + "Alanine_Aminotransferase_Level": 7.759882485, + "Aspartate_Aminotransferase_Level": 24.72571695, + "Creatinine_Level": 0.78975413, + "LDH_Level": 190.3604574, + "Calcium_Level": 8.444096614, + "Phosphorus_Level": 4.013619368, + "Glucose_Level": 131.7297559, + "Potassium_Level": 3.860175931, + "Sodium_Level": 137.4497216, + "Smoking_Pack_Years": 26.05303025 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.39954175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.69844429, + "White_Blood_Cell_Count": 4.500117811, + "Platelet_Count": 351.6289533, + "Albumin_Level": 4.632304247, + "Alkaline_Phosphatase_Level": 78.89337596, + "Alanine_Aminotransferase_Level": 20.28104504, + "Aspartate_Aminotransferase_Level": 42.26819377, + "Creatinine_Level": 0.617957445, + "LDH_Level": 108.2369587, + "Calcium_Level": 9.03092464, + "Phosphorus_Level": 4.060865935, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 35.94710875, + "Aspartate_Aminotransferase_Level": 22.57128335, + "Creatinine_Level": 0.850573908, + "LDH_Level": 203.9809596, + "Calcium_Level": 9.484692484, + "Phosphorus_Level": 3.8930167, + "Glucose_Level": 128.8622045, + "Potassium_Level": 4.830893317, + "Sodium_Level": 144.9148526, + "Smoking_Pack_Years": 2.407189112 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.93823626, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.62001612, + "White_Blood_Cell_Count": 7.180319971, + "Platelet_Count": 275.4728013, + "Albumin_Level": 3.150603429, + "Alkaline_Phosphatase_Level": 36.4242313, + "Alanine_Aminotransferase_Level": 31.41901737, + "Aspartate_Aminotransferase_Level": 18.53945815, + "Creatinine_Level": 1.498241054, + "LDH_Level": 192.949748, + "Calcium_Level": 10.26689676, + "Phosphorus_Level": 3.184031196, + "Glucose_Level": 133.8129086, + "Potassium_Level": 3.990614322, + "Sodium_Level": 137.6124743, + "Smoking_Pack_Years": 52.18378584 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.26730315, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.96035529, + "White_Blood_Cell_Count": 7.414600982, + "Platelet_Count": 449.3437554, + "Albumin_Level": 4.462460412, + "Alkaline_Phosphatase_Level": 51.87937936, + "Alanine_Aminotransferase_Level": 13.46963475, + "Aspartate_Aminotransferase_Level": 34.3846049, + "Creatinine_Level": 0.64840585, + "LDH_Level": 140.7111924, + "Calcium_Level": 8.20906976, + "Phosphorus_Level": 3.966138273, + "Glucose_Level": 114.2277639, + "Potassium_Level": 3.622710612, + "Sodium_Level": 137.3672859, + "Smoking_Pack_Years": 83.42869431 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.39782674, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.49255923, + "White_Blood_Cell_Count": 9.318913996, + "Platelet_Count": 246.0421163, + "Albumin_Level": 3.448013604, + "Alkaline_Phosphatase_Level": 77.63521088, + "Alanine_Aminotransferase_Level": 23.12056271, + "Aspartate_Aminotransferase_Level": 13.18880257, + "Creatinine_Level": 1.331612044, + "LDH_Level": 212.2748891, + "Calcium_Level": 10.0476545, + "Phosphorus_Level": 2.594231834, + "Glucose_Level": 89.71307006, + "Potassium_Level": 3.749482746, + "Sodium_Level": 136.9441328, + "Smoking_Pack_Years": 0.903667911 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.34336104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.57574096, + "White_Blood_Cell_Count": 8.320179796, + "Platelet_Count": 419.2809098, + "Albumin_Level": 3.722636756, + "Alkaline_Phosphatase_Level": 35.72466063, 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"Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.59896273, + "White_Blood_Cell_Count": 8.308172482, + "Platelet_Count": 214.4886558, + "Albumin_Level": 3.759004724, + "Alkaline_Phosphatase_Level": 72.10198694, + "Alanine_Aminotransferase_Level": 28.23444207, + "Aspartate_Aminotransferase_Level": 36.29315901, + "Creatinine_Level": 1.292299713, + "LDH_Level": 233.5781692, + "Calcium_Level": 8.200245712, + "Phosphorus_Level": 3.534387507, + "Glucose_Level": 76.10513827, + "Potassium_Level": 4.631503912, + "Sodium_Level": 136.9685509, + "Smoking_Pack_Years": 65.71047564 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.98326855, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.32823436, + "White_Blood_Cell_Count": 6.033582296, + "Platelet_Count": 368.09376, + "Albumin_Level": 3.726648152, + "Alkaline_Phosphatase_Level": 119.0987564, + "Alanine_Aminotransferase_Level": 31.35106733, + "Aspartate_Aminotransferase_Level": 40.72720742, + "Creatinine_Level": 0.524722873, + "LDH_Level": 152.1534512, + "Calcium_Level": 8.800081232, + "Phosphorus_Level": 4.114796546, + "Glucose_Level": 134.9725834, + "Potassium_Level": 3.856298265, + "Sodium_Level": 137.9503866, + "Smoking_Pack_Years": 68.92219855 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.71791667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.81446393, + "White_Blood_Cell_Count": 8.87736012, + "Platelet_Count": 422.4986309, + "Albumin_Level": 4.257521945, + "Alkaline_Phosphatase_Level": 84.42368467, + "Alanine_Aminotransferase_Level": 24.30997144, + "Aspartate_Aminotransferase_Level": 21.98694309, + "Creatinine_Level": 0.955260494, + "LDH_Level": 135.0003485, + "Calcium_Level": 9.425755609, + "Phosphorus_Level": 3.351288495, + "Glucose_Level": 148.6714058, + "Potassium_Level": 3.908378538, + "Sodium_Level": 139.4434876, + "Smoking_Pack_Years": 27.07162339 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.06098252, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.33547149, + "White_Blood_Cell_Count": 7.435189785, + "Platelet_Count": 426.7294703, + "Albumin_Level": 4.02475315, + "Alkaline_Phosphatase_Level": 47.60168286, + "Alanine_Aminotransferase_Level": 22.4406238, + "Aspartate_Aminotransferase_Level": 12.01719225, + "Creatinine_Level": 0.566087539, + "LDH_Level": 196.8102251, + "Calcium_Level": 10.2788713, + "Phosphorus_Level": 3.107402862, + "Glucose_Level": 97.5235656, + "Potassium_Level": 4.626870805, + "Sodium_Level": 141.5367662, + "Smoking_Pack_Years": 59.03595176 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.99842353, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.35562597, + "White_Blood_Cell_Count": 3.54682679, + "Platelet_Count": 316.732957, + "Albumin_Level": 3.997610475, + "Alkaline_Phosphatase_Level": 96.56688177, + "Alanine_Aminotransferase_Level": 23.35327694, + "Aspartate_Aminotransferase_Level": 15.12059083, + "Creatinine_Level": 0.893337582, + "LDH_Level": 147.5485935, + "Calcium_Level": 8.112627499, + "Phosphorus_Level": 4.919246326, + "Glucose_Level": 115.3155963, + "Potassium_Level": 4.747216103, + "Sodium_Level": 137.9155481, + "Smoking_Pack_Years": 27.04772053 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.73913971, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.31963996, + "White_Blood_Cell_Count": 5.913695897, + "Platelet_Count": 177.0467427, + "Albumin_Level": 3.924254838, + "Alkaline_Phosphatase_Level": 78.59479193, + "Alanine_Aminotransferase_Level": 12.59524936, + "Aspartate_Aminotransferase_Level": 31.66672855, + "Creatinine_Level": 1.322000788, + "LDH_Level": 102.5327257, + "Calcium_Level": 10.21489747, + "Phosphorus_Level": 3.654942279, + "Glucose_Level": 111.0501809, + "Potassium_Level": 3.840937036, + "Sodium_Level": 137.9567425, + "Smoking_Pack_Years": 19.47122861 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.11638489, + "Tumor_Location": 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"Glucose_Level": 126.127629, + "Potassium_Level": 4.420672515, + "Sodium_Level": 139.7796621, + "Smoking_Pack_Years": 43.38316949 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.14835449, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.18782175, + "White_Blood_Cell_Count": 7.799215394, + "Platelet_Count": 178.2868729, + "Albumin_Level": 4.979994476, + "Alkaline_Phosphatase_Level": 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"Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.01855105, + "White_Blood_Cell_Count": 6.213225832, + "Platelet_Count": 224.4385108, + "Albumin_Level": 3.687302094, + "Alkaline_Phosphatase_Level": 88.90439665, + "Alanine_Aminotransferase_Level": 5.281345886, + "Aspartate_Aminotransferase_Level": 38.34323808, + "Creatinine_Level": 0.837067585, + "LDH_Level": 213.5073621, + "Calcium_Level": 9.819653155, + "Phosphorus_Level": 2.878789282, + "Glucose_Level": 137.2316458, + "Potassium_Level": 4.296384467, + "Sodium_Level": 136.2655956, + "Smoking_Pack_Years": 34.21621488 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.94905201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.66590424, + "White_Blood_Cell_Count": 8.471932652, + "Platelet_Count": 367.8541225, + "Albumin_Level": 3.038233405, + "Alkaline_Phosphatase_Level": 60.9414823, + "Alanine_Aminotransferase_Level": 9.240609447, + "Aspartate_Aminotransferase_Level": 49.6296943, + "Creatinine_Level": 0.717582402, + "LDH_Level": 172.8851373, + "Calcium_Level": 10.28331442, + "Phosphorus_Level": 4.856674191, + "Glucose_Level": 108.9713839, + "Potassium_Level": 4.057044316, + "Sodium_Level": 143.1754889, + "Smoking_Pack_Years": 21.66846508 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.672762166, + "Glucose_Level": 116.1304275, + "Potassium_Level": 3.70445219, + "Sodium_Level": 135.3937744, + "Smoking_Pack_Years": 22.14034165 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.75963613, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.84811182, + "White_Blood_Cell_Count": 6.07672922, + "Platelet_Count": 320.5429296, + "Albumin_Level": 3.571563639, + "Alkaline_Phosphatase_Level": 73.95632814, + "Alanine_Aminotransferase_Level": 10.95055375, + "Aspartate_Aminotransferase_Level": 32.48335283, + "Creatinine_Level": 1.406944583, + "LDH_Level": 224.1391593, + "Calcium_Level": 8.693159757, + "Phosphorus_Level": 4.319287848, + "Glucose_Level": 97.03397139, + "Potassium_Level": 4.65828705, + "Sodium_Level": 140.4870256, + "Smoking_Pack_Years": 51.63729426 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.24129705, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.76731998, + "White_Blood_Cell_Count": 8.065673874, + "Platelet_Count": 212.2078275, + "Albumin_Level": 4.496515675, + "Alkaline_Phosphatase_Level": 114.2781074, + "Alanine_Aminotransferase_Level": 23.87923222, + "Aspartate_Aminotransferase_Level": 16.27804448, + "Creatinine_Level": 0.693818725, + "LDH_Level": 100.0763471, + "Calcium_Level": 10.27933254, + "Phosphorus_Level": 2.814969157, + "Glucose_Level": 73.65485156, + "Potassium_Level": 4.461047526, + "Sodium_Level": 140.2511151, + "Smoking_Pack_Years": 93.56223845 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.61571822, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.90140696, + "White_Blood_Cell_Count": 4.489958307, + "Platelet_Count": 232.0161628, + "Albumin_Level": 4.509405079, + "Alkaline_Phosphatase_Level": 55.02765045, + "Alanine_Aminotransferase_Level": 36.67420512, + "Aspartate_Aminotransferase_Level": 32.85689847, + "Creatinine_Level": 1.482939398, + "LDH_Level": 245.1360651, + "Calcium_Level": 8.387576578, + "Phosphorus_Level": 4.777855771, + "Glucose_Level": 115.8367463, + "Potassium_Level": 4.676714548, + "Sodium_Level": 144.1369559, + "Smoking_Pack_Years": 69.17960144 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.57012067, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.1647519, + "White_Blood_Cell_Count": 6.543005065, + "Platelet_Count": 405.6531505, + "Albumin_Level": 3.055321706, + "Alkaline_Phosphatase_Level": 57.66035824, + "Alanine_Aminotransferase_Level": 5.854592963, + "Aspartate_Aminotransferase_Level": 31.8423726, + "Creatinine_Level": 0.581534764, + "LDH_Level": 199.4292383, + "Calcium_Level": 8.329776798, + "Phosphorus_Level": 4.996251559, + "Glucose_Level": 112.2797932, + "Potassium_Level": 4.87607221, + "Sodium_Level": 137.7199285, + "Smoking_Pack_Years": 48.24693503 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.34681778, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.25915424, + "White_Blood_Cell_Count": 9.375874401, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.37708726, + "White_Blood_Cell_Count": 6.739363546, + "Platelet_Count": 188.2693547, + "Albumin_Level": 3.092747367, + "Alkaline_Phosphatase_Level": 112.2794382, + "Alanine_Aminotransferase_Level": 11.60973734, + "Aspartate_Aminotransferase_Level": 38.90424254, + "Creatinine_Level": 0.679904432, + "LDH_Level": 228.9058135, + "Calcium_Level": 9.651210395, + "Phosphorus_Level": 3.812347472, + "Glucose_Level": 101.6597038, + "Potassium_Level": 4.529824979, + "Sodium_Level": 137.2057856, + "Smoking_Pack_Years": 31.21157031 + }, + { + "Age": 56, + "Gender": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.87425526, + "White_Blood_Cell_Count": 7.906756729, + "Platelet_Count": 412.1406411, + "Albumin_Level": 3.769963376, + "Alkaline_Phosphatase_Level": 107.4918123, + "Alanine_Aminotransferase_Level": 11.6214521, + "Aspartate_Aminotransferase_Level": 13.07458486, + "Creatinine_Level": 1.164372967, + "LDH_Level": 217.3971745, + "Calcium_Level": 8.745801359, + "Phosphorus_Level": 4.9174546, + "Glucose_Level": 137.5409327, + "Potassium_Level": 3.712495523, + "Sodium_Level": 138.3895452, + "Smoking_Pack_Years": 9.325709756 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.00511118, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.29214263, + "White_Blood_Cell_Count": 4.640147311, + "Platelet_Count": 436.66133, + "Albumin_Level": 4.984804192, + "Alkaline_Phosphatase_Level": 110.7521935, + "Alanine_Aminotransferase_Level": 33.92575109, + "Aspartate_Aminotransferase_Level": 43.77314907, + "Creatinine_Level": 0.6599193, + "LDH_Level": 226.8306057, + "Calcium_Level": 9.232483505, + "Phosphorus_Level": 4.330115159, + "Glucose_Level": 118.040175, + "Potassium_Level": 3.729288513, + "Sodium_Level": 138.0296129, + "Smoking_Pack_Years": 8.24341776 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.2635727, + "White_Blood_Cell_Count": 5.472337168, + "Platelet_Count": 267.0672201, + "Albumin_Level": 4.262011815, + "Alkaline_Phosphatase_Level": 79.99508701, + "Alanine_Aminotransferase_Level": 13.19453659, + "Aspartate_Aminotransferase_Level": 24.5305653, + "Creatinine_Level": 1.45269943, + "LDH_Level": 108.4065823, + "Calcium_Level": 10.00568173, + "Phosphorus_Level": 3.913908637, + "Glucose_Level": 78.73568314, + "Potassium_Level": 4.551831341, + "Sodium_Level": 136.6142546, + "Smoking_Pack_Years": 62.58301861 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.89352581, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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137.7975245, + "Smoking_Pack_Years": 36.36824941 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.67314832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.97624216, + "White_Blood_Cell_Count": 3.762710284, + "Platelet_Count": 225.7721369, + "Albumin_Level": 3.921159225, + "Alkaline_Phosphatase_Level": 74.44978753, + "Alanine_Aminotransferase_Level": 9.018383969, + "Aspartate_Aminotransferase_Level": 21.74283512, + "Creatinine_Level": 0.702417052, + "LDH_Level": 244.9717815, + "Calcium_Level": 10.23953755, + "Phosphorus_Level": 4.127064402, + "Glucose_Level": 149.3145075, + "Potassium_Level": 3.637561738, + "Sodium_Level": 144.9067889, + "Smoking_Pack_Years": 5.744426383 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.30745799, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.62878244, + "White_Blood_Cell_Count": 8.004228709, + "Platelet_Count": 223.3234646, + "Albumin_Level": 4.043042457, + "Alkaline_Phosphatase_Level": 101.2219991, + "Alanine_Aminotransferase_Level": 37.47131985, + "Aspartate_Aminotransferase_Level": 26.71941966, + "Creatinine_Level": 0.581496869, + "LDH_Level": 216.9763189, + "Calcium_Level": 9.287157626, + "Phosphorus_Level": 3.910851723, + "Glucose_Level": 108.2775815, + "Potassium_Level": 4.383298099, + "Sodium_Level": 140.5492683, + "Smoking_Pack_Years": 20.84424732 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.37898394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.81980238, + "White_Blood_Cell_Count": 8.289857166, + "Platelet_Count": 352.5719806, + "Albumin_Level": 4.16880445, + "Alkaline_Phosphatase_Level": 52.59630438, + "Alanine_Aminotransferase_Level": 12.18843476, + "Aspartate_Aminotransferase_Level": 35.56627487, + "Creatinine_Level": 0.516996212, + "LDH_Level": 223.4860566, + "Calcium_Level": 9.169001814, + "Phosphorus_Level": 4.761861353, + "Glucose_Level": 111.8696222, + "Potassium_Level": 3.594521201, + "Sodium_Level": 138.1166637, + "Smoking_Pack_Years": 76.00179586 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.98847761, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Potassium_Level": 4.675576633, + "Sodium_Level": 141.9544348, + "Smoking_Pack_Years": 4.396080309 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.24706196, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.46846658, + "White_Blood_Cell_Count": 4.800381005, + "Platelet_Count": 218.6317444, + "Albumin_Level": 3.251577629, + "Alkaline_Phosphatase_Level": 111.7453949, + "Alanine_Aminotransferase_Level": 14.50043549, + "Aspartate_Aminotransferase_Level": 26.63618652, + "Creatinine_Level": 0.986853422, + "LDH_Level": 223.3721997, + "Calcium_Level": 10.34914756, + "Phosphorus_Level": 2.985239527, + "Glucose_Level": 131.0616606, + "Potassium_Level": 4.453409981, + "Sodium_Level": 138.3685385, + "Smoking_Pack_Years": 21.73737628 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.83937901, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.01322906, + "White_Blood_Cell_Count": 4.147698333, + "Platelet_Count": 440.7307073, + "Albumin_Level": 4.615785245, + "Alkaline_Phosphatase_Level": 46.99020043, + "Alanine_Aminotransferase_Level": 21.19912672, + "Aspartate_Aminotransferase_Level": 49.76472338, + "Creatinine_Level": 0.880348949, + "LDH_Level": 117.5489697, + "Calcium_Level": 8.00279757, + "Phosphorus_Level": 2.858992647, + "Glucose_Level": 102.8485218, + "Potassium_Level": 4.505355077, + "Sodium_Level": 143.5323312, + "Smoking_Pack_Years": 71.95428583 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.79193025, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.70431794, + "White_Blood_Cell_Count": 3.767999086, + "Platelet_Count": 184.9742619, + "Albumin_Level": 3.892175288, + "Alkaline_Phosphatase_Level": 91.6656936, + "Alanine_Aminotransferase_Level": 32.63643316, + "Aspartate_Aminotransferase_Level": 43.92386414, + "Creatinine_Level": 0.91302756, + "LDH_Level": 149.4285046, + "Calcium_Level": 8.94535614, + "Phosphorus_Level": 4.078941787, + "Glucose_Level": 83.55919767, + "Potassium_Level": 4.840329774, + "Sodium_Level": 144.05841, + "Smoking_Pack_Years": 21.60728841 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.19305634, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.38571848, + "White_Blood_Cell_Count": 3.660216331, + "Platelet_Count": 185.5750338, + "Albumin_Level": 4.802966923, + "Alkaline_Phosphatase_Level": 58.58819986, + "Alanine_Aminotransferase_Level": 26.8369025, + "Aspartate_Aminotransferase_Level": 33.23714039, + "Creatinine_Level": 1.235615272, + "LDH_Level": 163.1960003, + "Calcium_Level": 8.815546509, + "Phosphorus_Level": 2.920741963, + 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99.39493806, + "Alanine_Aminotransferase_Level": 31.32315589, + "Aspartate_Aminotransferase_Level": 38.70162024, + "Creatinine_Level": 0.972493086, + "LDH_Level": 193.8447648, + "Calcium_Level": 8.923881638, + "Phosphorus_Level": 4.532256407, + "Glucose_Level": 81.89157097, + "Potassium_Level": 3.633892154, + "Sodium_Level": 140.4112793, + "Smoking_Pack_Years": 49.46258914 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.42509904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.91775701, + "White_Blood_Cell_Count": 8.139032477, + "Platelet_Count": 164.8834207, + "Albumin_Level": 3.579347713, + "Alkaline_Phosphatase_Level": 56.00016489, + "Alanine_Aminotransferase_Level": 21.24134163, + "Aspartate_Aminotransferase_Level": 44.53520217, + "Creatinine_Level": 0.613235356, + "LDH_Level": 140.1696773, + "Calcium_Level": 10.29431976, + "Phosphorus_Level": 3.82632035, + "Glucose_Level": 85.63019363, + "Potassium_Level": 4.615381303, + "Sodium_Level": 141.4910411, + "Smoking_Pack_Years": 78.50824095 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.74345573, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.13979052, + "White_Blood_Cell_Count": 5.361549018, + "Platelet_Count": 449.3449181, + "Albumin_Level": 4.586284846, + "Alkaline_Phosphatase_Level": 72.04337422, + "Alanine_Aminotransferase_Level": 30.67497658, + "Aspartate_Aminotransferase_Level": 23.33165689, + "Creatinine_Level": 0.872827622, + "LDH_Level": 248.5851787, + "Calcium_Level": 9.022473561, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 41.0545607, + "Alanine_Aminotransferase_Level": 36.5141931, + "Aspartate_Aminotransferase_Level": 23.61123549, + "Creatinine_Level": 1.147393921, + "LDH_Level": 148.0985784, + "Calcium_Level": 9.138946003, + "Phosphorus_Level": 4.431968412, + "Glucose_Level": 72.62361381, + "Potassium_Level": 4.900379157, + "Sodium_Level": 143.0508477, + "Smoking_Pack_Years": 43.80473909 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.04459919, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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8.736281666, + "Phosphorus_Level": 4.320767435, + "Glucose_Level": 147.1975733, + "Potassium_Level": 3.720529727, + "Sodium_Level": 136.383313, + "Smoking_Pack_Years": 4.192937137 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.26314062, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.0282911, + "White_Blood_Cell_Count": 4.574008212, + "Platelet_Count": 197.8471882, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.61528738, + "White_Blood_Cell_Count": 6.13049416, + "Platelet_Count": 151.3291671, + "Albumin_Level": 4.244209427, + "Alkaline_Phosphatase_Level": 63.54543476, + "Alanine_Aminotransferase_Level": 32.86119892, + "Aspartate_Aminotransferase_Level": 46.89445837, + "Creatinine_Level": 0.656077039, + "LDH_Level": 133.9929764, + "Calcium_Level": 10.04421704, + "Phosphorus_Level": 2.943829123, + "Glucose_Level": 101.0541807, + "Potassium_Level": 4.296371349, + "Sodium_Level": 136.2762738, + "Smoking_Pack_Years": 81.925485 + }, + { + "Age": 47, + "Gender": "Female", + 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158.111387, + "Calcium_Level": 9.433619006, + "Phosphorus_Level": 4.992758877, + "Glucose_Level": 87.97473418, + "Potassium_Level": 3.573274505, + "Sodium_Level": 138.9890332, + "Smoking_Pack_Years": 74.14516962 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.41798173, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.9232974, + "White_Blood_Cell_Count": 7.003942151, + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.52761564, + "White_Blood_Cell_Count": 8.583134216, + "Platelet_Count": 427.020726, + "Albumin_Level": 3.274448413, + "Alkaline_Phosphatase_Level": 98.76081043, + "Alanine_Aminotransferase_Level": 39.62300383, + "Aspartate_Aminotransferase_Level": 42.69631433, + "Creatinine_Level": 0.936019182, + "LDH_Level": 245.4225296, + "Calcium_Level": 10.48020548, + "Phosphorus_Level": 3.060618821, + "Glucose_Level": 70.73748228, + "Potassium_Level": 4.08914648, + "Sodium_Level": 137.7841701, + "Smoking_Pack_Years": 87.75469066 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.7698322, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.66087758, + "White_Blood_Cell_Count": 4.736363398, + "Platelet_Count": 244.7213203, + "Albumin_Level": 3.848020612, + "Alkaline_Phosphatase_Level": 75.20858755, + "Alanine_Aminotransferase_Level": 16.11139297, + "Aspartate_Aminotransferase_Level": 47.30318811, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.72468968, + "White_Blood_Cell_Count": 9.266540405, + "Platelet_Count": 278.4677166, + "Albumin_Level": 4.497818727, + "Alkaline_Phosphatase_Level": 103.7841448, + "Alanine_Aminotransferase_Level": 6.119110809, + "Aspartate_Aminotransferase_Level": 29.72922276, + "Creatinine_Level": 0.501724835, + "LDH_Level": 182.5165985, + "Calcium_Level": 9.145361625, + "Phosphorus_Level": 3.882253208, + "Glucose_Level": 146.7105229, + "Potassium_Level": 3.636334341, + "Sodium_Level": 137.4408863, + "Smoking_Pack_Years": 14.77005829 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.22457804, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.29388808, + "White_Blood_Cell_Count": 7.412828679, + "Platelet_Count": 154.2092255, + "Albumin_Level": 4.6021412, + "Alkaline_Phosphatase_Level": 114.7115474, + "Alanine_Aminotransferase_Level": 31.4753877, + "Aspartate_Aminotransferase_Level": 20.78079823, + "Creatinine_Level": 1.234663047, + "LDH_Level": 117.3842924, + "Calcium_Level": 9.991022044, + "Phosphorus_Level": 3.764420732, + "Glucose_Level": 115.2383807, + "Potassium_Level": 4.706621568, 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"Aspartate_Aminotransferase_Level": 39.84573348, + "Creatinine_Level": 0.660041137, + "LDH_Level": 181.0734624, + "Calcium_Level": 8.675253289, + "Phosphorus_Level": 2.998295874, + "Glucose_Level": 122.0046643, + "Potassium_Level": 3.590248534, + "Sodium_Level": 143.8398204, + "Smoking_Pack_Years": 49.67924488 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.42722949, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.90107356, + "White_Blood_Cell_Count": 7.537256853, + "Platelet_Count": 357.2229546, + "Albumin_Level": 4.519493249, + "Alkaline_Phosphatase_Level": 93.18377569, + "Alanine_Aminotransferase_Level": 27.63952486, + "Aspartate_Aminotransferase_Level": 24.09233031, + "Creatinine_Level": 1.247423236, + "LDH_Level": 213.1332108, + "Calcium_Level": 9.475902857, + "Phosphorus_Level": 4.278951761, + "Glucose_Level": 130.7402162, + "Potassium_Level": 4.553549641, + "Sodium_Level": 135.0548593, + "Smoking_Pack_Years": 84.45029037 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.12678159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.38074259, + "White_Blood_Cell_Count": 7.001610995, + "Platelet_Count": 347.3427763, + "Albumin_Level": 3.375416904, + "Alkaline_Phosphatase_Level": 114.3500277, + "Alanine_Aminotransferase_Level": 30.44232766, + "Aspartate_Aminotransferase_Level": 47.14524945, + "Creatinine_Level": 0.869372867, + "LDH_Level": 128.9846906, + "Calcium_Level": 10.34615787, + "Phosphorus_Level": 2.992108731, + "Glucose_Level": 95.00850864, + "Potassium_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.11645838, + "White_Blood_Cell_Count": 3.740062366, + "Platelet_Count": 323.2846297, + "Albumin_Level": 3.517191826, + "Alkaline_Phosphatase_Level": 72.54855022, + "Alanine_Aminotransferase_Level": 20.61670007, + "Aspartate_Aminotransferase_Level": 27.79649302, + "Creatinine_Level": 0.936993927, + "LDH_Level": 109.2951964, + "Calcium_Level": 9.957530924, + "Phosphorus_Level": 4.715772626, + "Glucose_Level": 122.1256648, + "Potassium_Level": 4.97793725, + "Sodium_Level": 140.5216805, + "Smoking_Pack_Years": 5.160676868 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.311591, + "White_Blood_Cell_Count": 5.179070838, + "Platelet_Count": 364.7838356, + "Albumin_Level": 4.348213497, + "Alkaline_Phosphatase_Level": 105.0801753, + "Alanine_Aminotransferase_Level": 35.04678466, + "Aspartate_Aminotransferase_Level": 16.9998209, + "Creatinine_Level": 0.519738558, + "LDH_Level": 226.5827732, + "Calcium_Level": 9.527606338, + "Phosphorus_Level": 3.403151342, + "Glucose_Level": 119.0054817, + "Potassium_Level": 4.697022588, + "Sodium_Level": 144.5877957, + "Smoking_Pack_Years": 40.43773805 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.82861119, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.53990085, + "White_Blood_Cell_Count": 7.301194491, + "Platelet_Count": 203.252039, + "Albumin_Level": 3.747573382, + "Alkaline_Phosphatase_Level": 99.17091054, + "Alanine_Aminotransferase_Level": 13.22402939, + "Aspartate_Aminotransferase_Level": 44.4813108, + "Creatinine_Level": 0.877872999, + "LDH_Level": 223.540666, + "Calcium_Level": 8.232282924, + "Phosphorus_Level": 3.874569841, + "Glucose_Level": 111.3653131, + "Potassium_Level": 4.319403283, + "Sodium_Level": 135.7408504, + "Smoking_Pack_Years": 68.84627999 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.65241014, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.43173861, + "White_Blood_Cell_Count": 8.628640759, + "Platelet_Count": 381.4057922, + "Albumin_Level": 3.33764342, + "Alkaline_Phosphatase_Level": 34.9204384, + "Alanine_Aminotransferase_Level": 24.41073081, + "Aspartate_Aminotransferase_Level": 34.29438637, + "Creatinine_Level": 1.062215284, + "LDH_Level": 119.9282329, + "Calcium_Level": 9.601727691, + "Phosphorus_Level": 3.609842594, + "Glucose_Level": 149.4207248, + "Potassium_Level": 4.125711178, + "Sodium_Level": 135.8729534, + "Smoking_Pack_Years": 89.70173502 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.83603922, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.11465407, + "White_Blood_Cell_Count": 5.058476447, + "Platelet_Count": 395.9022338, + "Albumin_Level": 3.103025766, + "Alkaline_Phosphatase_Level": 82.9316379, + "Alanine_Aminotransferase_Level": 16.25641813, + "Aspartate_Aminotransferase_Level": 41.14421461, + "Creatinine_Level": 1.388014962, + "LDH_Level": 113.5081898, + "Calcium_Level": 10.34690631, + "Phosphorus_Level": 3.775824537, + "Glucose_Level": 116.8597062, + "Potassium_Level": 3.978980324, + "Sodium_Level": 139.9648505, + "Smoking_Pack_Years": 46.18330382 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.43571387, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.31315785, + "White_Blood_Cell_Count": 7.800280469, + "Platelet_Count": 261.8743797, + "Albumin_Level": 3.175826239, + "Alkaline_Phosphatase_Level": 44.38551437, + "Alanine_Aminotransferase_Level": 23.65564064, + "Aspartate_Aminotransferase_Level": 14.00278612, + "Creatinine_Level": 0.876673162, + "LDH_Level": 135.875169, + "Calcium_Level": 10.29170699, + "Phosphorus_Level": 3.947660489, + "Glucose_Level": 85.11745153, + "Potassium_Level": 3.887128327, + "Sodium_Level": 139.8465448, + "Smoking_Pack_Years": 74.34823188 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.03356387, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.86418308, + "White_Blood_Cell_Count": 6.558119845, + "Platelet_Count": 408.7119178, + "Albumin_Level": 3.15103486, + "Alkaline_Phosphatase_Level": 56.98850896, + "Alanine_Aminotransferase_Level": 28.27936259, + "Aspartate_Aminotransferase_Level": 15.11955417, + "Creatinine_Level": 1.348624518, + "LDH_Level": 141.444518, + "Calcium_Level": 10.10088985, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.40199424, + "White_Blood_Cell_Count": 4.959567007, + "Platelet_Count": 215.3392568, + "Albumin_Level": 4.026130502, + "Alkaline_Phosphatase_Level": 116.2489449, + "Alanine_Aminotransferase_Level": 29.47840356, + "Aspartate_Aminotransferase_Level": 15.16739896, + "Creatinine_Level": 1.275415409, + "LDH_Level": 111.3073047, + "Calcium_Level": 9.111353131, + "Phosphorus_Level": 4.939195146, + "Glucose_Level": 137.4005114, + "Potassium_Level": 4.096592302, + "Sodium_Level": 138.8317866, + "Smoking_Pack_Years": 73.32272229 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 85.54004367, + "Alanine_Aminotransferase_Level": 10.37483211, + "Aspartate_Aminotransferase_Level": 21.55623844, + "Creatinine_Level": 1.355388924, + "LDH_Level": 146.5181011, + "Calcium_Level": 8.122261359, + "Phosphorus_Level": 2.580546767, + "Glucose_Level": 141.4106962, + "Potassium_Level": 3.593304235, + "Sodium_Level": 140.932025, + "Smoking_Pack_Years": 55.02899862 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.61522911, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.7375779, + "White_Blood_Cell_Count": 4.444870075, + "Platelet_Count": 178.4157373, + "Albumin_Level": 3.955618559, + "Alkaline_Phosphatase_Level": 74.68585827, + "Alanine_Aminotransferase_Level": 21.0824162, + "Aspartate_Aminotransferase_Level": 45.83072359, + "Creatinine_Level": 1.055075845, + "LDH_Level": 170.1136028, + "Calcium_Level": 9.753913183, + "Phosphorus_Level": 2.629995511, + "Glucose_Level": 137.8085744, + "Potassium_Level": 4.28858237, + "Sodium_Level": 138.6052724, + "Smoking_Pack_Years": 83.37038628 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.28030891, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.47055766, + "White_Blood_Cell_Count": 6.391950162, + "Platelet_Count": 189.0829559, + "Albumin_Level": 3.636400019, + "Alkaline_Phosphatase_Level": 72.33653512, + "Alanine_Aminotransferase_Level": 6.60236413, + "Aspartate_Aminotransferase_Level": 36.18048501, + "Creatinine_Level": 0.545865297, + "LDH_Level": 136.5519903, + "Calcium_Level": 9.465385679, + "Phosphorus_Level": 4.232774595, + "Glucose_Level": 109.2179396, + "Potassium_Level": 4.417858854, + "Sodium_Level": 139.2608362, + "Smoking_Pack_Years": 4.369861787 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 49.31756565, + "Alanine_Aminotransferase_Level": 18.63635498, + "Aspartate_Aminotransferase_Level": 35.74027286, + "Creatinine_Level": 1.159396363, + "LDH_Level": 234.0248371, + "Calcium_Level": 8.736623735, + "Phosphorus_Level": 3.657504488, + "Glucose_Level": 89.1898477, + "Potassium_Level": 4.191011738, + "Sodium_Level": 139.0439476, + "Smoking_Pack_Years": 75.01115438 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.81131821, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.33347625, + "White_Blood_Cell_Count": 5.947203881, + "Platelet_Count": 362.6655585, + "Albumin_Level": 4.772597984, + "Alkaline_Phosphatase_Level": 33.52339647, + "Alanine_Aminotransferase_Level": 19.2607877, + "Aspartate_Aminotransferase_Level": 18.82867267, + "Creatinine_Level": 1.017524839, + "LDH_Level": 157.1353855, + "Calcium_Level": 9.937180179, + "Phosphorus_Level": 3.093072139, + "Glucose_Level": 133.2968592, + "Potassium_Level": 3.61172847, + "Sodium_Level": 144.2196203, + "Smoking_Pack_Years": 70.96274474 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.80430562, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.17763882, + "White_Blood_Cell_Count": 5.648671646, + "Platelet_Count": 303.1624871, + "Albumin_Level": 4.268140904, + "Alkaline_Phosphatase_Level": 111.3118654, + "Alanine_Aminotransferase_Level": 21.31623447, + "Aspartate_Aminotransferase_Level": 35.8461953, + "Creatinine_Level": 1.001910743, + "LDH_Level": 139.0486306, + "Calcium_Level": 9.424491554, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 37.07342329, + "Alanine_Aminotransferase_Level": 36.46235462, + "Aspartate_Aminotransferase_Level": 17.83019619, + "Creatinine_Level": 0.735377307, + "LDH_Level": 181.6322975, + "Calcium_Level": 10.11240631, + "Phosphorus_Level": 4.494456729, + "Glucose_Level": 99.58146285, + "Potassium_Level": 4.708583279, + "Sodium_Level": 138.0601946, + "Smoking_Pack_Years": 29.19659767 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.15630941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Tumor_Size_mm": 89.14640737, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.85421204, + "White_Blood_Cell_Count": 5.638415432, + "Platelet_Count": 279.9278203, + "Albumin_Level": 3.49438075, + "Alkaline_Phosphatase_Level": 105.7557547, + "Alanine_Aminotransferase_Level": 12.72055557, + "Aspartate_Aminotransferase_Level": 24.55041702, + "Creatinine_Level": 0.88642367, + "LDH_Level": 151.6982141, + "Calcium_Level": 9.37928032, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.82762681, + "White_Blood_Cell_Count": 4.657845276, + "Platelet_Count": 298.2213241, + "Albumin_Level": 4.216405838, + "Alkaline_Phosphatase_Level": 58.08105511, + "Alanine_Aminotransferase_Level": 10.93746298, + "Aspartate_Aminotransferase_Level": 41.87744672, + "Creatinine_Level": 0.850184892, + "LDH_Level": 239.6434806, + "Calcium_Level": 10.25296247, + "Phosphorus_Level": 4.472442174, + "Glucose_Level": 73.28258341, + "Potassium_Level": 3.853183075, + "Sodium_Level": 138.168505, + "Smoking_Pack_Years": 45.70075127 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 119.8997332, + "Alanine_Aminotransferase_Level": 8.834407082, + "Aspartate_Aminotransferase_Level": 33.67304952, + "Creatinine_Level": 0.637009718, + "LDH_Level": 208.5170049, + "Calcium_Level": 10.12406855, + "Phosphorus_Level": 2.694596878, + "Glucose_Level": 73.7900533, + "Potassium_Level": 3.604817944, + "Sodium_Level": 140.921724, + "Smoking_Pack_Years": 76.28790697 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.96658383, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.06519205, + "White_Blood_Cell_Count": 6.484846042, + "Platelet_Count": 427.5439305, + "Albumin_Level": 4.892198952, + "Alkaline_Phosphatase_Level": 42.05007548, + "Alanine_Aminotransferase_Level": 36.67551884, + "Aspartate_Aminotransferase_Level": 13.96573568, + "Creatinine_Level": 1.05182146, + "LDH_Level": 168.7757116, + "Calcium_Level": 10.45866263, + "Phosphorus_Level": 3.341470267, + "Glucose_Level": 94.78664093, + "Potassium_Level": 4.977623943, + "Sodium_Level": 142.9476179, + "Smoking_Pack_Years": 82.10951945 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": 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395.3273963, + "Albumin_Level": 4.40239096, + "Alkaline_Phosphatase_Level": 101.2882065, + "Alanine_Aminotransferase_Level": 24.52317544, + "Aspartate_Aminotransferase_Level": 18.40512941, + "Creatinine_Level": 0.944370629, + "LDH_Level": 118.6057069, + "Calcium_Level": 8.722098651, + "Phosphorus_Level": 4.542331056, + "Glucose_Level": 123.3096908, + "Potassium_Level": 3.693719407, + "Sodium_Level": 142.8360116, + "Smoking_Pack_Years": 8.642029152 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.91948929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.38064486, + "White_Blood_Cell_Count": 4.264200124, + "Platelet_Count": 390.9454431, + "Albumin_Level": 4.935609557, + "Alkaline_Phosphatase_Level": 49.80837132, + "Alanine_Aminotransferase_Level": 6.443282824, + "Aspartate_Aminotransferase_Level": 28.08858361, + "Creatinine_Level": 1.366956806, + "LDH_Level": 187.6771359, + "Calcium_Level": 8.811714013, + "Phosphorus_Level": 3.384670585, + "Glucose_Level": 81.01906497, + "Potassium_Level": 3.656570522, + "Sodium_Level": 139.6354982, + "Smoking_Pack_Years": 93.76575326 + }, + { + "Age": 45, + "Gender": 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133.4940913, + "Calcium_Level": 9.863049304, + "Phosphorus_Level": 2.869872912, + "Glucose_Level": 128.4502294, + "Potassium_Level": 4.238934957, + "Sodium_Level": 141.0221173, + "Smoking_Pack_Years": 51.82025636 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.11215417, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.61833801, + "White_Blood_Cell_Count": 3.863344976, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.57252434, + "White_Blood_Cell_Count": 7.087174805, + "Platelet_Count": 152.2301036, + "Albumin_Level": 3.228013728, + "Alkaline_Phosphatase_Level": 69.64991579, + "Alanine_Aminotransferase_Level": 5.050660649, + "Aspartate_Aminotransferase_Level": 34.73256037, + "Creatinine_Level": 1.047881367, + "LDH_Level": 230.7406308, + "Calcium_Level": 9.204539591, + "Phosphorus_Level": 3.756751993, + "Glucose_Level": 110.966488, + "Potassium_Level": 4.324976366, + "Sodium_Level": 141.0381085, + "Smoking_Pack_Years": 24.72194583 + }, + { + "Age": 69, + "Gender": 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113.295703, + "Calcium_Level": 9.769921612, + "Phosphorus_Level": 3.821263523, + "Glucose_Level": 136.6983437, + "Potassium_Level": 3.784966281, + "Sodium_Level": 136.7785558, + "Smoking_Pack_Years": 90.3806157 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.9016876, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.3374807, + "White_Blood_Cell_Count": 4.391286044, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.53817513, + "White_Blood_Cell_Count": 4.378014215, + "Platelet_Count": 243.7677462, + "Albumin_Level": 4.885671788, + "Alkaline_Phosphatase_Level": 94.07054446, + "Alanine_Aminotransferase_Level": 36.58625589, + "Aspartate_Aminotransferase_Level": 21.28548134, + "Creatinine_Level": 0.673087531, + "LDH_Level": 182.5899613, + "Calcium_Level": 9.425340552, + "Phosphorus_Level": 4.581115709, + "Glucose_Level": 121.7798035, + "Potassium_Level": 3.975888387, + "Sodium_Level": 140.9307311, + "Smoking_Pack_Years": 95.50168929 + }, + { + "Age": 73, + "Gender": 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172.9505257, + "Calcium_Level": 9.928888891, + "Phosphorus_Level": 3.778106423, + "Glucose_Level": 70.36280461, + "Potassium_Level": 4.294631184, + "Sodium_Level": 138.1440257, + "Smoking_Pack_Years": 90.59364349 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.23230982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.72080901, + "White_Blood_Cell_Count": 7.176986004, + 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{ + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.53781276, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.86418089, + "White_Blood_Cell_Count": 8.235623786, + "Platelet_Count": 167.8698821, + "Albumin_Level": 4.051813353, + "Alkaline_Phosphatase_Level": 83.81048553, + "Alanine_Aminotransferase_Level": 38.85630867, + "Aspartate_Aminotransferase_Level": 31.18643362, + "Creatinine_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.51003439, + "White_Blood_Cell_Count": 3.62711894, + "Platelet_Count": 294.679727, + "Albumin_Level": 3.70604753, + "Alkaline_Phosphatase_Level": 95.38704833, + "Alanine_Aminotransferase_Level": 33.86139615, + "Aspartate_Aminotransferase_Level": 43.65349119, + "Creatinine_Level": 1.460712459, + "LDH_Level": 190.2399617, + "Calcium_Level": 9.37765069, + "Phosphorus_Level": 3.386605989, + "Glucose_Level": 149.107914, + "Potassium_Level": 4.09562846, + "Sodium_Level": 137.4724654, + "Smoking_Pack_Years": 3.788515016 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.61102023, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.66646673, + "White_Blood_Cell_Count": 4.062035918, + "Platelet_Count": 302.5978475, + "Albumin_Level": 4.065849952, + "Alkaline_Phosphatase_Level": 38.15312203, + "Alanine_Aminotransferase_Level": 28.30494487, + "Aspartate_Aminotransferase_Level": 40.38569021, + "Creatinine_Level": 0.81186028, + "LDH_Level": 238.6597427, + "Calcium_Level": 9.761809896, + "Phosphorus_Level": 2.772354119, + "Glucose_Level": 111.950994, + "Potassium_Level": 4.981900445, + "Sodium_Level": 138.8039048, + "Smoking_Pack_Years": 23.48183855 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.80201421, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.36110023, + "White_Blood_Cell_Count": 5.256097426, + "Platelet_Count": 416.3820498, + "Albumin_Level": 3.386866273, + "Alkaline_Phosphatase_Level": 51.05923901, + "Alanine_Aminotransferase_Level": 24.92738526, + "Aspartate_Aminotransferase_Level": 34.69408705, + "Creatinine_Level": 0.922083238, + "LDH_Level": 159.2855821, + "Calcium_Level": 10.46583335, + "Phosphorus_Level": 3.045107403, + "Glucose_Level": 122.6612618, + "Potassium_Level": 4.55326917, + "Sodium_Level": 136.4597905, + "Smoking_Pack_Years": 55.61515246 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.99547876, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.36558611, + "White_Blood_Cell_Count": 4.623715737, + "Platelet_Count": 427.4117364, + "Albumin_Level": 4.513989824, + "Alkaline_Phosphatase_Level": 46.50719695, + "Alanine_Aminotransferase_Level": 19.47217375, + "Aspartate_Aminotransferase_Level": 47.82716983, + "Creatinine_Level": 1.309496448, + "LDH_Level": 247.2422116, + "Calcium_Level": 8.611921167, + "Phosphorus_Level": 4.944091683, + "Glucose_Level": 148.6816197, + "Potassium_Level": 4.759667576, + "Sodium_Level": 144.9345047, + "Smoking_Pack_Years": 0.884631036 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.87791349, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.15984872, + "White_Blood_Cell_Count": 9.066258678, + "Platelet_Count": 200.3372531, + "Albumin_Level": 4.658436158, + "Alkaline_Phosphatase_Level": 81.92447348, + "Alanine_Aminotransferase_Level": 34.57476093, + "Aspartate_Aminotransferase_Level": 34.74942321, + "Creatinine_Level": 0.933447079, + "LDH_Level": 194.7168271, + "Calcium_Level": 9.887547435, + "Phosphorus_Level": 2.772904376, + "Glucose_Level": 113.8329387, + "Potassium_Level": 3.730576596, + "Sodium_Level": 140.9097358, + "Smoking_Pack_Years": 36.27894223 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.80690636, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.70807063, + "White_Blood_Cell_Count": 3.925749228, + "Platelet_Count": 394.4854573, + "Albumin_Level": 4.816175198, + "Alkaline_Phosphatase_Level": 48.40055383, + "Alanine_Aminotransferase_Level": 18.1565926, + "Aspartate_Aminotransferase_Level": 12.14572674, + "Creatinine_Level": 0.782345845, + "LDH_Level": 201.3553322, + "Calcium_Level": 9.348779282, + "Phosphorus_Level": 3.521540948, + "Glucose_Level": 118.076716, + "Potassium_Level": 3.852580159, + "Sodium_Level": 140.439132, + "Smoking_Pack_Years": 62.2434224 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.17679232, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.346212, + "White_Blood_Cell_Count": 6.098239931, + "Platelet_Count": 156.7237103, + "Albumin_Level": 3.531390141, + "Alkaline_Phosphatase_Level": 44.15402859, + "Alanine_Aminotransferase_Level": 27.28969417, + "Aspartate_Aminotransferase_Level": 44.25671574, + "Creatinine_Level": 0.754506162, + "LDH_Level": 178.8837895, + "Calcium_Level": 9.326269171, + "Phosphorus_Level": 4.724924106, + "Glucose_Level": 116.0199198, + "Potassium_Level": 3.575370445, + "Sodium_Level": 137.3666596, + "Smoking_Pack_Years": 33.5082083 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.79635679, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.33223514, + "White_Blood_Cell_Count": 7.576944772, + "Platelet_Count": 168.3382614, + "Albumin_Level": 4.610615349, + "Alkaline_Phosphatase_Level": 111.6164254, + "Alanine_Aminotransferase_Level": 28.85112024, + "Aspartate_Aminotransferase_Level": 10.69337905, + "Creatinine_Level": 1.469494709, + "LDH_Level": 205.4844684, + "Calcium_Level": 9.414479462, + "Phosphorus_Level": 4.167017057, + "Glucose_Level": 103.0545127, + "Potassium_Level": 4.006268023, + "Sodium_Level": 136.6693081, + "Smoking_Pack_Years": 95.84662508 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.33391635, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 23.7498723, + "Aspartate_Aminotransferase_Level": 14.43281606, + "Creatinine_Level": 0.783133735, + "LDH_Level": 117.0701714, + "Calcium_Level": 8.014416868, + "Phosphorus_Level": 4.564471435, + "Glucose_Level": 86.47654497, + "Potassium_Level": 3.781063864, + "Sodium_Level": 136.2465624, + "Smoking_Pack_Years": 59.27337945 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.58692805, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.76203571, + "White_Blood_Cell_Count": 9.2641745, + "Platelet_Count": 435.9381788, + "Albumin_Level": 3.07955974, + "Alkaline_Phosphatase_Level": 109.1817051, + "Alanine_Aminotransferase_Level": 15.26365262, + "Aspartate_Aminotransferase_Level": 42.54868442, + "Creatinine_Level": 0.502666264, + "LDH_Level": 129.1067331, + "Calcium_Level": 9.534493461, + "Phosphorus_Level": 4.153014994, + "Glucose_Level": 98.54479501, + "Potassium_Level": 3.567014652, + "Sodium_Level": 140.7810968, + "Smoking_Pack_Years": 0.294437269 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.93679769, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.04253065, + "White_Blood_Cell_Count": 4.782994188, + "Platelet_Count": 184.5589739, + "Albumin_Level": 4.86630507, + "Alkaline_Phosphatase_Level": 81.89205894, + "Alanine_Aminotransferase_Level": 20.07843731, + "Aspartate_Aminotransferase_Level": 42.95946939, + "Creatinine_Level": 1.385224054, + "LDH_Level": 237.6285696, + "Calcium_Level": 9.69067645, + "Phosphorus_Level": 2.537776713, + "Glucose_Level": 134.0621139, + "Potassium_Level": 4.843850311, + "Sodium_Level": 137.6347224, + "Smoking_Pack_Years": 78.63281096 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.81396776, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.42123284, + "White_Blood_Cell_Count": 8.95905378, + "Platelet_Count": 382.3228036, + "Albumin_Level": 4.95535061, + "Alkaline_Phosphatase_Level": 61.76012265, + "Alanine_Aminotransferase_Level": 37.20328216, + "Aspartate_Aminotransferase_Level": 23.25174623, + "Creatinine_Level": 1.041723505, + "LDH_Level": 168.3094007, + "Calcium_Level": 8.67724416, + "Phosphorus_Level": 2.772276464, + "Glucose_Level": 100.4257025, + "Potassium_Level": 4.583286475, + "Sodium_Level": 139.7475502, + "Smoking_Pack_Years": 12.6823401 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.97729252, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.91510128, + "White_Blood_Cell_Count": 4.282608443, + "Platelet_Count": 265.3202051, + "Albumin_Level": 4.095191425, + "Alkaline_Phosphatase_Level": 91.59593802, + "Alanine_Aminotransferase_Level": 16.29133667, + "Aspartate_Aminotransferase_Level": 46.86346617, + "Creatinine_Level": 0.748164255, + "LDH_Level": 223.4871443, + "Calcium_Level": 9.095889996, + "Phosphorus_Level": 4.213123139, + "Glucose_Level": 122.8176575, + "Potassium_Level": 4.180874749, + "Sodium_Level": 143.0523705, + "Smoking_Pack_Years": 82.62503446 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.54573023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.40650498, + "White_Blood_Cell_Count": 9.741961699, + "Platelet_Count": 401.0149093, + "Albumin_Level": 4.502249846, + "Alkaline_Phosphatase_Level": 105.1716822, + "Alanine_Aminotransferase_Level": 36.58846486, + "Aspartate_Aminotransferase_Level": 48.6042566, + "Creatinine_Level": 0.646893897, + "LDH_Level": 233.5084045, + "Calcium_Level": 10.09548013, + "Phosphorus_Level": 2.82689776, + "Glucose_Level": 100.3061739, + "Potassium_Level": 3.871490558, + "Sodium_Level": 135.2534328, + "Smoking_Pack_Years": 51.26867616 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.61455845, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, 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"No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.76508212, + "White_Blood_Cell_Count": 5.681828467, + "Platelet_Count": 314.8010533, + "Albumin_Level": 4.414612607, + "Alkaline_Phosphatase_Level": 104.8545908, + "Alanine_Aminotransferase_Level": 33.31376932, + "Aspartate_Aminotransferase_Level": 24.4556126, + "Creatinine_Level": 0.798277881, + "LDH_Level": 215.3407693, + "Calcium_Level": 10.30986718, + "Phosphorus_Level": 2.980788145, + "Glucose_Level": 94.11568889, + "Potassium_Level": 4.183999595, + "Sodium_Level": 144.1438257, + "Smoking_Pack_Years": 34.49371614 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.02710361, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.73281629, + "White_Blood_Cell_Count": 4.577109391, + "Platelet_Count": 419.4913306, + "Albumin_Level": 3.989935264, + "Alkaline_Phosphatase_Level": 74.90723517, + "Alanine_Aminotransferase_Level": 13.78576059, + "Aspartate_Aminotransferase_Level": 44.43382448, + "Creatinine_Level": 1.382077664, + "LDH_Level": 113.4656997, + "Calcium_Level": 9.885319702, + "Phosphorus_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.69874106, + "White_Blood_Cell_Count": 4.497997101, + "Platelet_Count": 354.3089238, + "Albumin_Level": 3.80597748, + "Alkaline_Phosphatase_Level": 41.30433228, + "Alanine_Aminotransferase_Level": 5.93178835, + "Aspartate_Aminotransferase_Level": 10.43895546, + "Creatinine_Level": 0.685554939, + "LDH_Level": 217.8302817, + "Calcium_Level": 8.026334583, + "Phosphorus_Level": 2.832315283, + "Glucose_Level": 130.715413, + "Potassium_Level": 3.93867121, + "Sodium_Level": 140.8556788, + "Smoking_Pack_Years": 69.2488662 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.11908869, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.51270185, + "White_Blood_Cell_Count": 5.305431583, + "Platelet_Count": 249.8977024, + "Albumin_Level": 4.663047908, + "Alkaline_Phosphatase_Level": 90.43204864, + "Alanine_Aminotransferase_Level": 6.084935179, + "Aspartate_Aminotransferase_Level": 26.77274955, + "Creatinine_Level": 0.540465807, + "LDH_Level": 235.0960634, + "Calcium_Level": 9.302555244, + "Phosphorus_Level": 4.246062943, + "Glucose_Level": 141.7134168, + "Potassium_Level": 4.562655473, + "Sodium_Level": 138.7512142, + "Smoking_Pack_Years": 29.28281865 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.92157362, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.90614012, + "White_Blood_Cell_Count": 8.604883827, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.2759475, + "White_Blood_Cell_Count": 9.979851, + "Platelet_Count": 243.7723191, + "Albumin_Level": 4.806125009, + "Alkaline_Phosphatase_Level": 62.8850357, + "Alanine_Aminotransferase_Level": 10.06190574, + "Aspartate_Aminotransferase_Level": 30.34993121, + "Creatinine_Level": 0.575746025, + "LDH_Level": 157.8962632, + "Calcium_Level": 8.384938085, + "Phosphorus_Level": 2.632504197, + "Glucose_Level": 74.74810171, + "Potassium_Level": 3.894503702, + "Sodium_Level": 136.3266063, + "Smoking_Pack_Years": 80.39222641 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.59690933, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.05815279, + "White_Blood_Cell_Count": 7.062883807, + "Platelet_Count": 266.0578667, + "Albumin_Level": 4.558280384, + "Alkaline_Phosphatase_Level": 90.53610635, + "Alanine_Aminotransferase_Level": 26.67936454, + "Aspartate_Aminotransferase_Level": 41.28565356, + "Creatinine_Level": 1.364876754, + "LDH_Level": 220.0213265, + "Calcium_Level": 8.801270257, + "Phosphorus_Level": 3.983650223, + "Glucose_Level": 109.2204989, + "Potassium_Level": 3.889972272, + "Sodium_Level": 142.0123336, + "Smoking_Pack_Years": 35.87325742 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.12423742, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.41022879, + "White_Blood_Cell_Count": 4.153486572, + "Platelet_Count": 285.0841774, + "Albumin_Level": 4.682379415, + "Alkaline_Phosphatase_Level": 69.85337409, + "Alanine_Aminotransferase_Level": 35.32236979, + "Aspartate_Aminotransferase_Level": 16.80962123, + "Creatinine_Level": 1.113819458, + "LDH_Level": 124.7531526, + "Calcium_Level": 9.519277834, + "Phosphorus_Level": 3.282254701, + "Glucose_Level": 105.6602471, + "Potassium_Level": 4.977656521, + "Sodium_Level": 140.1379383, + "Smoking_Pack_Years": 24.85364959 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.52065149, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.15740215, + "White_Blood_Cell_Count": 8.131841436, + "Platelet_Count": 293.5836078, + "Albumin_Level": 4.653578053, + "Alkaline_Phosphatase_Level": 107.1410065, + "Alanine_Aminotransferase_Level": 13.82919566, + "Aspartate_Aminotransferase_Level": 46.87096796, + "Creatinine_Level": 0.755275317, + "LDH_Level": 101.6820778, + "Calcium_Level": 9.854788629, + "Phosphorus_Level": 4.008894379, + "Glucose_Level": 119.4935114, + "Potassium_Level": 4.095115526, + "Sodium_Level": 143.4465489, + "Smoking_Pack_Years": 50.01236181 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.99979859, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.44010924, + "White_Blood_Cell_Count": 9.354323374, + "Platelet_Count": 386.8760299, + "Albumin_Level": 3.416757468, + "Alkaline_Phosphatase_Level": 39.71837921, + "Alanine_Aminotransferase_Level": 18.04757001, + "Aspartate_Aminotransferase_Level": 27.73301381, + "Creatinine_Level": 0.884569399, + "LDH_Level": 148.9733396, + "Calcium_Level": 9.018332809, + "Phosphorus_Level": 3.972332731, + "Glucose_Level": 142.6203004, + "Potassium_Level": 4.240222611, + "Sodium_Level": 140.3242875, + "Smoking_Pack_Years": 66.5683916 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.87971147, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.7687035, + "White_Blood_Cell_Count": 9.891299681, + "Platelet_Count": 247.8025197, + "Albumin_Level": 3.641415253, + "Alkaline_Phosphatase_Level": 104.6078725, + "Alanine_Aminotransferase_Level": 24.43895936, + "Aspartate_Aminotransferase_Level": 34.89437614, + "Creatinine_Level": 0.895213083, + "LDH_Level": 135.9238168, + "Calcium_Level": 9.912344701, + "Phosphorus_Level": 3.514252747, + "Glucose_Level": 88.24573381, + "Potassium_Level": 3.836795914, + "Sodium_Level": 138.351544, 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"Aspartate_Aminotransferase_Level": 45.70377887, + "Creatinine_Level": 1.045566499, + "LDH_Level": 228.1381218, + "Calcium_Level": 8.851120058, + "Phosphorus_Level": 4.102564296, + "Glucose_Level": 114.6310176, + "Potassium_Level": 3.671357729, + "Sodium_Level": 141.211744, + "Smoking_Pack_Years": 17.31565605 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.6008998, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.12727047, + "White_Blood_Cell_Count": 4.142780471, + "Platelet_Count": 234.0626163, + "Albumin_Level": 3.759952915, + "Alkaline_Phosphatase_Level": 61.56796859, + "Alanine_Aminotransferase_Level": 7.161520018, + "Aspartate_Aminotransferase_Level": 39.78194344, + "Creatinine_Level": 0.884221251, + "LDH_Level": 237.0872935, + "Calcium_Level": 9.705515141, + "Phosphorus_Level": 4.685418064, + "Glucose_Level": 130.1883098, + "Potassium_Level": 4.619875239, + "Sodium_Level": 143.4681238, + "Smoking_Pack_Years": 1.776547713 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.59546002, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.97049793, + "White_Blood_Cell_Count": 4.745741088, + "Platelet_Count": 309.2528256, + "Albumin_Level": 4.062111993, + "Alkaline_Phosphatase_Level": 85.38326541, + "Alanine_Aminotransferase_Level": 11.44845163, + "Aspartate_Aminotransferase_Level": 21.21770314, + "Creatinine_Level": 0.772507854, + "LDH_Level": 121.2536765, + "Calcium_Level": 8.919448387, + "Phosphorus_Level": 3.69926148, + "Glucose_Level": 84.8745339, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 12.92979147, + "Aspartate_Aminotransferase_Level": 26.85382663, + "Creatinine_Level": 1.222699033, + "LDH_Level": 165.7109639, + "Calcium_Level": 9.187628042, + "Phosphorus_Level": 3.092025472, + "Glucose_Level": 126.50112, + "Potassium_Level": 4.481701965, + "Sodium_Level": 140.2952101, + "Smoking_Pack_Years": 59.84860688 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.92261547, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.19892558, + "White_Blood_Cell_Count": 6.265798093, + "Platelet_Count": 414.6971817, + "Albumin_Level": 4.720092477, + "Alkaline_Phosphatase_Level": 46.16817162, + "Alanine_Aminotransferase_Level": 18.84317224, + "Aspartate_Aminotransferase_Level": 37.57900321, + "Creatinine_Level": 0.88878451, + "LDH_Level": 220.6711013, + "Calcium_Level": 9.040955177, + "Phosphorus_Level": 4.338650849, + "Glucose_Level": 132.4524906, + "Potassium_Level": 3.535329166, + "Sodium_Level": 141.1774385, + "Smoking_Pack_Years": 29.03803141 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.38220819, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.76127909, + "White_Blood_Cell_Count": 9.39619, + "Platelet_Count": 338.2449519, + "Albumin_Level": 3.693109694, + "Alkaline_Phosphatase_Level": 53.40607177, + "Alanine_Aminotransferase_Level": 32.05092454, + "Aspartate_Aminotransferase_Level": 40.85553341, + "Creatinine_Level": 1.42676551, + "LDH_Level": 194.9774179, + "Calcium_Level": 8.484742184, + "Phosphorus_Level": 2.566232434, + "Glucose_Level": 101.2668426, + "Potassium_Level": 3.662094592, + "Sodium_Level": 144.9363759, + "Smoking_Pack_Years": 43.10682586 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.05959264, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.26533148, + "White_Blood_Cell_Count": 6.028653487, + "Platelet_Count": 266.9046747, + "Albumin_Level": 3.74847405, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.66711406, + "White_Blood_Cell_Count": 9.21741503, + "Platelet_Count": 371.5353876, + "Albumin_Level": 3.577256644, + "Alkaline_Phosphatase_Level": 62.92850968, + "Alanine_Aminotransferase_Level": 33.19156415, + "Aspartate_Aminotransferase_Level": 13.85112053, + "Creatinine_Level": 0.719864738, + "LDH_Level": 147.5089587, + "Calcium_Level": 8.582544293, + "Phosphorus_Level": 3.86977581, + "Glucose_Level": 80.13052375, + "Potassium_Level": 3.868749617, + "Sodium_Level": 140.8896314, + "Smoking_Pack_Years": 2.115923444 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.43172412, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.07454305, + "White_Blood_Cell_Count": 5.809984866, + "Platelet_Count": 322.6190549, + "Albumin_Level": 4.635004001, + "Alkaline_Phosphatase_Level": 36.51154068, + "Alanine_Aminotransferase_Level": 39.57092311, + "Aspartate_Aminotransferase_Level": 29.39998291, + "Creatinine_Level": 0.689131163, + "LDH_Level": 165.5515749, + "Calcium_Level": 8.469921466, + "Phosphorus_Level": 4.23174945, + "Glucose_Level": 121.9213731, + "Potassium_Level": 3.739218523, + "Sodium_Level": 137.1073939, + "Smoking_Pack_Years": 71.95917101 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.7516639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.5269854, + "White_Blood_Cell_Count": 7.33343858, + "Platelet_Count": 405.2757235, + "Albumin_Level": 3.037496288, + "Alkaline_Phosphatase_Level": 73.31823157, + "Alanine_Aminotransferase_Level": 33.81646781, + "Aspartate_Aminotransferase_Level": 19.18755148, + "Creatinine_Level": 1.148745991, + "LDH_Level": 127.729795, + "Calcium_Level": 8.520072731, + "Phosphorus_Level": 2.748473734, + "Glucose_Level": 102.2049987, + "Potassium_Level": 4.748262102, + "Sodium_Level": 135.2195284, + "Smoking_Pack_Years": 38.89183683 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.83372906, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.49598855, + "White_Blood_Cell_Count": 6.827395518, + "Platelet_Count": 304.0169594, + "Albumin_Level": 4.25665878, + "Alkaline_Phosphatase_Level": 90.41001138, + "Alanine_Aminotransferase_Level": 10.43062865, + "Aspartate_Aminotransferase_Level": 34.40202846, + "Creatinine_Level": 0.668448508, + "LDH_Level": 249.7235445, + "Calcium_Level": 9.520331856, + "Phosphorus_Level": 3.703006615, + "Glucose_Level": 101.6465277, + "Potassium_Level": 3.514902419, + "Sodium_Level": 135.1408926, + "Smoking_Pack_Years": 81.28318386 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.72292772, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.60229636, + "White_Blood_Cell_Count": 9.87890587, + "Platelet_Count": 249.2435143, + "Albumin_Level": 4.009089361, + "Alkaline_Phosphatase_Level": 76.21068196, + "Alanine_Aminotransferase_Level": 37.22449142, + "Aspartate_Aminotransferase_Level": 42.0082339, + "Creatinine_Level": 1.296809811, + "LDH_Level": 160.301308, + "Calcium_Level": 10.14497399, + "Phosphorus_Level": 3.606555074, + "Glucose_Level": 95.74439942, + "Potassium_Level": 4.934433676, + "Sodium_Level": 138.6920181, + "Smoking_Pack_Years": 10.52871741 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.53230445, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.86749518, + "White_Blood_Cell_Count": 7.60937925, + "Platelet_Count": 179.9588227, + "Albumin_Level": 3.905389917, + "Alkaline_Phosphatase_Level": 66.31786502, + "Alanine_Aminotransferase_Level": 28.27662373, + "Aspartate_Aminotransferase_Level": 23.68682507, + "Creatinine_Level": 1.107251159, + "LDH_Level": 127.2752977, + "Calcium_Level": 8.762578297, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 51.42555653, + "Alanine_Aminotransferase_Level": 26.6709409, + "Aspartate_Aminotransferase_Level": 41.17336752, + "Creatinine_Level": 1.148272441, + "LDH_Level": 214.6706191, + "Calcium_Level": 9.964313816, + "Phosphorus_Level": 4.127773727, + "Glucose_Level": 72.07728989, + "Potassium_Level": 4.103630441, + "Sodium_Level": 144.9746002, + "Smoking_Pack_Years": 60.95033322 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.82596172, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.89076208, + "White_Blood_Cell_Count": 7.514295417, + "Platelet_Count": 161.6101532, + "Albumin_Level": 3.439900399, + "Alkaline_Phosphatase_Level": 42.17607194, + "Alanine_Aminotransferase_Level": 18.17022694, + "Aspartate_Aminotransferase_Level": 40.0148304, + "Creatinine_Level": 1.119711227, + "LDH_Level": 196.6553939, + "Calcium_Level": 8.464009118, + "Phosphorus_Level": 4.597380451, + "Glucose_Level": 118.6106424, + "Potassium_Level": 4.970588558, + "Sodium_Level": 137.6081034, + "Smoking_Pack_Years": 95.57460784 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.10433618, + "White_Blood_Cell_Count": 4.064340208, + "Platelet_Count": 181.8678423, + "Albumin_Level": 4.521032218, + "Alkaline_Phosphatase_Level": 118.0620087, + "Alanine_Aminotransferase_Level": 20.5935842, + "Aspartate_Aminotransferase_Level": 16.52559142, + "Creatinine_Level": 1.393504268, + "LDH_Level": 163.2265905, + "Calcium_Level": 9.588905658, + "Phosphorus_Level": 4.271342904, + "Glucose_Level": 82.64158311, + "Potassium_Level": 4.595363501, + "Sodium_Level": 137.5359042, + "Smoking_Pack_Years": 43.56157055 + }, + { + "Age": 71, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.72514857, + "White_Blood_Cell_Count": 8.61614239, + "Platelet_Count": 449.4454019, + "Albumin_Level": 4.512508553, + "Alkaline_Phosphatase_Level": 111.1765951, + "Alanine_Aminotransferase_Level": 12.17015452, + "Aspartate_Aminotransferase_Level": 12.72497719, + "Creatinine_Level": 1.362665304, + "LDH_Level": 248.2101329, + "Calcium_Level": 9.672757186, + "Phosphorus_Level": 4.356296408, + "Glucose_Level": 82.31025122, + "Potassium_Level": 3.95456246, + "Sodium_Level": 139.647061, + "Smoking_Pack_Years": 76.50570182 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.26665835, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.97168143, + "White_Blood_Cell_Count": 6.341197482, + "Platelet_Count": 207.4975154, + "Albumin_Level": 3.354652002, + "Alkaline_Phosphatase_Level": 46.68160125, + "Alanine_Aminotransferase_Level": 8.849210582, + "Aspartate_Aminotransferase_Level": 40.22914832, + "Creatinine_Level": 1.079995553, + "LDH_Level": 110.4119257, + "Calcium_Level": 8.581800936, + "Phosphorus_Level": 4.318745939, + "Glucose_Level": 126.7147526, + "Potassium_Level": 4.569845566, + "Sodium_Level": 142.2857749, + "Smoking_Pack_Years": 94.49950947 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.02113816, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.32784485, + "White_Blood_Cell_Count": 3.926937977, + "Platelet_Count": 290.2597447, + "Albumin_Level": 3.861629907, + "Alkaline_Phosphatase_Level": 48.89166786, + "Alanine_Aminotransferase_Level": 26.16870156, + "Aspartate_Aminotransferase_Level": 32.11464717, + "Creatinine_Level": 1.1477792, + "LDH_Level": 157.6351931, + "Calcium_Level": 9.218546563, + "Phosphorus_Level": 3.360437235, + "Glucose_Level": 77.73525044, + "Potassium_Level": 4.64597792, + "Sodium_Level": 139.0254929, + "Smoking_Pack_Years": 32.95577344 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.50583667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.28665182, + "White_Blood_Cell_Count": 6.751396492, + "Platelet_Count": 200.9427614, + "Albumin_Level": 3.061958412, + "Alkaline_Phosphatase_Level": 30.16245629, + "Alanine_Aminotransferase_Level": 12.34603121, + "Aspartate_Aminotransferase_Level": 23.29421827, + "Creatinine_Level": 1.1575916, + "LDH_Level": 229.0996497, + "Calcium_Level": 8.887691879, + "Phosphorus_Level": 2.615085521, + "Glucose_Level": 101.7818627, + "Potassium_Level": 3.816478963, + "Sodium_Level": 140.592527, + "Smoking_Pack_Years": 9.914266364 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.42524696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.87591523, + "White_Blood_Cell_Count": 4.837220861, + "Platelet_Count": 279.1716797, + "Albumin_Level": 3.685700514, + "Alkaline_Phosphatase_Level": 54.33740755, + "Alanine_Aminotransferase_Level": 32.02860835, + "Aspartate_Aminotransferase_Level": 17.18672187, + "Creatinine_Level": 1.468653598, + "LDH_Level": 218.8227768, + "Calcium_Level": 9.00333444, + "Phosphorus_Level": 2.516824052, + "Glucose_Level": 148.7065393, + "Potassium_Level": 4.264340302, + "Sodium_Level": 136.1011465, + "Smoking_Pack_Years": 41.02846688 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.57339197, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.98151256, + "White_Blood_Cell_Count": 8.695998418, + "Platelet_Count": 157.9844123, + "Albumin_Level": 3.524561898, + "Alkaline_Phosphatase_Level": 31.20709828, + "Alanine_Aminotransferase_Level": 37.30499506, + "Aspartate_Aminotransferase_Level": 32.74680999, + "Creatinine_Level": 0.793388017, + "LDH_Level": 108.7895858, + "Calcium_Level": 8.371663535, + "Phosphorus_Level": 4.539112503, + "Glucose_Level": 131.287548, + "Potassium_Level": 4.774656472, + "Sodium_Level": 141.7402539, + "Smoking_Pack_Years": 44.5669967 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.16824514, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.50765072, + "White_Blood_Cell_Count": 6.93377392, + "Platelet_Count": 426.1402939, + "Albumin_Level": 4.885975869, + "Alkaline_Phosphatase_Level": 86.14925879, + "Alanine_Aminotransferase_Level": 10.43155633, + "Aspartate_Aminotransferase_Level": 25.57131598, + "Creatinine_Level": 0.737179499, + "LDH_Level": 218.9218649, + "Calcium_Level": 8.578516691, + "Phosphorus_Level": 2.896551251, + "Glucose_Level": 103.2706814, + "Potassium_Level": 4.078796515, + "Sodium_Level": 138.1669512, + "Smoking_Pack_Years": 48.56775621 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.54215653, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.05409149, + "White_Blood_Cell_Count": 5.826534628, + "Platelet_Count": 291.8439201, + "Albumin_Level": 4.008083934, + "Alkaline_Phosphatase_Level": 84.50372689, + "Alanine_Aminotransferase_Level": 17.45779707, + "Aspartate_Aminotransferase_Level": 14.97748422, + "Creatinine_Level": 0.732401757, + "LDH_Level": 202.1845734, + "Calcium_Level": 9.979667164, + "Phosphorus_Level": 2.700206122, + "Glucose_Level": 103.865639, + "Potassium_Level": 4.787011723, + "Sodium_Level": 137.166505, + "Smoking_Pack_Years": 69.4045183 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.02144334, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.22232608, + "White_Blood_Cell_Count": 5.796255605, + "Platelet_Count": 392.6506842, + "Albumin_Level": 4.379084783, + "Alkaline_Phosphatase_Level": 97.65951803, + "Alanine_Aminotransferase_Level": 17.96669427, + "Aspartate_Aminotransferase_Level": 31.21534519, + "Creatinine_Level": 1.161817787, + "LDH_Level": 247.3073473, + "Calcium_Level": 8.979125536, + "Phosphorus_Level": 2.504557043, + "Glucose_Level": 141.9555425, + "Potassium_Level": 4.355139611, + "Sodium_Level": 139.0649493, + "Smoking_Pack_Years": 77.0355353 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.61065478, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.85954837, + "White_Blood_Cell_Count": 4.892430219, + "Platelet_Count": 442.3085565, + "Albumin_Level": 3.888622982, + "Alkaline_Phosphatase_Level": 62.61059583, + "Alanine_Aminotransferase_Level": 28.0707961, + "Aspartate_Aminotransferase_Level": 39.9924712, + "Creatinine_Level": 0.857688748, + "LDH_Level": 238.5592481, + "Calcium_Level": 9.318316543, + "Phosphorus_Level": 3.572763864, + "Glucose_Level": 115.3080243, + "Potassium_Level": 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18.10915157, + "Aspartate_Aminotransferase_Level": 36.35236283, + "Creatinine_Level": 0.965284745, + "LDH_Level": 119.4580288, + "Calcium_Level": 9.643446032, + "Phosphorus_Level": 3.742900572, + "Glucose_Level": 81.74431141, + "Potassium_Level": 3.961545232, + "Sodium_Level": 137.1950213, + "Smoking_Pack_Years": 61.0845721 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.3347832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.36021458, + "White_Blood_Cell_Count": 7.705902602, + "Platelet_Count": 384.6896831, + "Albumin_Level": 3.50281577, + "Alkaline_Phosphatase_Level": 62.72005899, + "Alanine_Aminotransferase_Level": 5.51787362, + "Aspartate_Aminotransferase_Level": 20.307745, + "Creatinine_Level": 1.218529994, + "LDH_Level": 210.8382057, + "Calcium_Level": 10.13794074, + "Phosphorus_Level": 4.621825762, + "Glucose_Level": 125.4025253, + "Potassium_Level": 4.427487565, + "Sodium_Level": 136.5765615, + "Smoking_Pack_Years": 14.8720946 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.05765265, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.44567175, + "White_Blood_Cell_Count": 5.866469696, + "Platelet_Count": 355.9960166, + "Albumin_Level": 3.308799498, + "Alkaline_Phosphatase_Level": 83.8415561, + "Alanine_Aminotransferase_Level": 37.14214322, + "Aspartate_Aminotransferase_Level": 25.6446334, + "Creatinine_Level": 0.76479198, + "LDH_Level": 185.3007221, + "Calcium_Level": 9.47389043, + "Phosphorus_Level": 2.905163795, + "Glucose_Level": 82.16701175, + "Potassium_Level": 4.359168082, + "Sodium_Level": 140.6060107, + "Smoking_Pack_Years": 66.60201586 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.30741278, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.39647414, + "White_Blood_Cell_Count": 8.506077143, + "Platelet_Count": 449.4187069, + "Albumin_Level": 4.118315928, + "Alkaline_Phosphatase_Level": 67.03000465, + "Alanine_Aminotransferase_Level": 35.63127283, + "Aspartate_Aminotransferase_Level": 20.868688, + "Creatinine_Level": 1.046049896, + "LDH_Level": 196.9446403, + "Calcium_Level": 10.07710221, + "Phosphorus_Level": 2.509588663, + "Glucose_Level": 143.7418437, + "Potassium_Level": 4.793231436, + 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"Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.59041947, + "White_Blood_Cell_Count": 9.044898643, + "Platelet_Count": 153.9322118, + "Albumin_Level": 3.275348808, + "Alkaline_Phosphatase_Level": 112.1211735, + "Alanine_Aminotransferase_Level": 8.581585883, + "Aspartate_Aminotransferase_Level": 47.13898167, + "Creatinine_Level": 1.010058915, + "LDH_Level": 118.5875391, + "Calcium_Level": 10.49553109, + "Phosphorus_Level": 3.099896182, + "Glucose_Level": 97.73450799, + "Potassium_Level": 4.687503244, + "Sodium_Level": 140.8408309, + "Smoking_Pack_Years": 25.92151557 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.00572741, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.9808293, + "White_Blood_Cell_Count": 9.773687587, + "Platelet_Count": 359.6207624, + "Albumin_Level": 4.65187454, + "Alkaline_Phosphatase_Level": 30.3537943, + "Alanine_Aminotransferase_Level": 19.83403256, + "Aspartate_Aminotransferase_Level": 30.11102037, + "Creatinine_Level": 1.28402753, + "LDH_Level": 155.4952076, + "Calcium_Level": 9.253269747, + "Phosphorus_Level": 3.249639394, + "Glucose_Level": 86.92158027, + "Potassium_Level": 4.577430548, + "Sodium_Level": 137.1723884, + "Smoking_Pack_Years": 25.10722471 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.58760483, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.05095088, + "White_Blood_Cell_Count": 5.971898982, + "Platelet_Count": 209.5531593, + "Albumin_Level": 3.617615582, + "Alkaline_Phosphatase_Level": 74.23281789, + "Alanine_Aminotransferase_Level": 30.87027348, + "Aspartate_Aminotransferase_Level": 38.05574539, + "Creatinine_Level": 1.444494093, + "LDH_Level": 220.8061695, + "Calcium_Level": 9.051244698, + "Phosphorus_Level": 3.0375854, + "Glucose_Level": 149.5045391, + "Potassium_Level": 3.819253405, + "Sodium_Level": 143.5003093, + "Smoking_Pack_Years": 55.768126 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.93915632, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.58402162, + "White_Blood_Cell_Count": 9.65188954, + "Platelet_Count": 333.4979908, + "Albumin_Level": 3.126014418, + "Alkaline_Phosphatase_Level": 81.7406844, + "Alanine_Aminotransferase_Level": 32.22309772, + "Aspartate_Aminotransferase_Level": 14.86298731, + "Creatinine_Level": 0.615481037, + "LDH_Level": 149.9907086, + "Calcium_Level": 10.10881919, + "Phosphorus_Level": 2.928210878, + "Glucose_Level": 142.2125692, + "Potassium_Level": 3.619410353, + "Sodium_Level": 140.4718967, + "Smoking_Pack_Years": 46.19047914 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.10827085, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 93, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.91481553, + "White_Blood_Cell_Count": 7.223467668, + "Platelet_Count": 330.0636233, + "Albumin_Level": 4.279213941, + "Alkaline_Phosphatase_Level": 117.083132, + "Alanine_Aminotransferase_Level": 9.172748343, + "Aspartate_Aminotransferase_Level": 30.2170966, + "Creatinine_Level": 1.092372625, + "LDH_Level": 237.9758033, + "Calcium_Level": 8.981378324, + "Phosphorus_Level": 2.651255356, + "Glucose_Level": 82.97472002, + "Potassium_Level": 4.83098203, + "Sodium_Level": 144.1608181, + "Smoking_Pack_Years": 79.28082883 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.61127884, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.17156874, + "White_Blood_Cell_Count": 8.214043389, + "Platelet_Count": 256.087573, + "Albumin_Level": 3.197809783, + "Alkaline_Phosphatase_Level": 54.95414969, + "Alanine_Aminotransferase_Level": 6.726291776, + "Aspartate_Aminotransferase_Level": 17.58433941, + "Creatinine_Level": 0.576586284, + "LDH_Level": 228.2543349, + "Calcium_Level": 9.742566681, + "Phosphorus_Level": 2.931013525, + "Glucose_Level": 77.22639851, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 37.94103449, + "Aspartate_Aminotransferase_Level": 45.03746133, + "Creatinine_Level": 1.07525551, + "LDH_Level": 146.5678374, + "Calcium_Level": 8.26579893, + "Phosphorus_Level": 3.075119806, + "Glucose_Level": 76.33352831, + "Potassium_Level": 3.953750372, + "Sodium_Level": 141.5862569, + "Smoking_Pack_Years": 1.457874574 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.64710594, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.88510815, + "White_Blood_Cell_Count": 4.492367559, + "Platelet_Count": 273.0529979, + "Albumin_Level": 3.38501122, + "Alkaline_Phosphatase_Level": 87.86189057, + "Alanine_Aminotransferase_Level": 23.02426714, + "Aspartate_Aminotransferase_Level": 12.74618133, + "Creatinine_Level": 1.367322627, + "LDH_Level": 240.5105889, + "Calcium_Level": 8.651992479, + "Phosphorus_Level": 4.482089146, + "Glucose_Level": 74.70244405, + "Potassium_Level": 4.859840182, + "Sodium_Level": 140.4678727, + "Smoking_Pack_Years": 71.56121837 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.90383679, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Glucose_Level": 146.495157, + "Potassium_Level": 3.897483242, + "Sodium_Level": 143.8315704, + "Smoking_Pack_Years": 52.78627628 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.12540385, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.5468104, + "White_Blood_Cell_Count": 4.058497082, + "Platelet_Count": 429.7047242, + "Albumin_Level": 4.813832635, + "Alkaline_Phosphatase_Level": 93.89053098, + "Alanine_Aminotransferase_Level": 29.14279468, + "Aspartate_Aminotransferase_Level": 41.1929527, + "Creatinine_Level": 0.76358345, + "LDH_Level": 214.0964936, + "Calcium_Level": 10.34811167, + "Phosphorus_Level": 2.99852092, + "Glucose_Level": 137.3247423, + "Potassium_Level": 4.62944732, + "Sodium_Level": 141.437957, + "Smoking_Pack_Years": 0.518876195 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.96656169, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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+ "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.92862725, + "White_Blood_Cell_Count": 4.223525831, + "Platelet_Count": 262.7444638, + "Albumin_Level": 3.516653249, + "Alkaline_Phosphatase_Level": 119.6406723, + "Alanine_Aminotransferase_Level": 23.63995026, + "Aspartate_Aminotransferase_Level": 29.1949298, + "Creatinine_Level": 0.833985012, + "LDH_Level": 179.9232589, + "Calcium_Level": 9.929248196, + "Phosphorus_Level": 2.524057924, + "Glucose_Level": 127.7116156, + "Potassium_Level": 4.619533953, + "Sodium_Level": 135.1321608, + "Smoking_Pack_Years": 20.49706094 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.68554873, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.1215458, + "White_Blood_Cell_Count": 5.095810977, + "Platelet_Count": 395.9193102, + "Albumin_Level": 3.230116629, + "Alkaline_Phosphatase_Level": 101.9006503, + "Alanine_Aminotransferase_Level": 39.08260142, + "Aspartate_Aminotransferase_Level": 17.14274091, + "Creatinine_Level": 0.944217922, + "LDH_Level": 174.7259794, + "Calcium_Level": 9.222720395, + "Phosphorus_Level": 3.60847571, + "Glucose_Level": 119.1714097, + "Potassium_Level": 4.028515771, + "Sodium_Level": 143.6339799, + "Smoking_Pack_Years": 92.05400238 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.31541029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.74780262, + "White_Blood_Cell_Count": 8.698270237, + "Platelet_Count": 420.2523806, + "Albumin_Level": 4.622948358, + "Alkaline_Phosphatase_Level": 30.89819765, + "Alanine_Aminotransferase_Level": 23.21707382, + "Aspartate_Aminotransferase_Level": 30.15594371, + "Creatinine_Level": 0.896784522, + "LDH_Level": 168.2102666, + "Calcium_Level": 8.644921945, + "Phosphorus_Level": 2.992045, + "Glucose_Level": 77.8531206, + "Potassium_Level": 4.75156796, + "Sodium_Level": 138.0049973, + "Smoking_Pack_Years": 0.016799741 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.00951728, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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8.122830826, + "Phosphorus_Level": 4.152377757, + "Glucose_Level": 109.2294452, + "Potassium_Level": 4.595113752, + "Sodium_Level": 143.3579008, + "Smoking_Pack_Years": 91.3523558 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.99778809, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.86763711, + "White_Blood_Cell_Count": 5.350350541, + "Platelet_Count": 387.4483627, + 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.83832229, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.32428128, + "White_Blood_Cell_Count": 5.157249099, + "Platelet_Count": 426.7181582, + "Albumin_Level": 4.12216909, + "Alkaline_Phosphatase_Level": 81.37426389, + "Alanine_Aminotransferase_Level": 38.79667402, + "Aspartate_Aminotransferase_Level": 43.55588929, + "Creatinine_Level": 1.427219467, + "LDH_Level": 154.7935701, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.55020348, + "White_Blood_Cell_Count": 8.871640446, + "Platelet_Count": 286.9208067, + "Albumin_Level": 3.91386749, + "Alkaline_Phosphatase_Level": 71.37503178, + "Alanine_Aminotransferase_Level": 31.59145125, + "Aspartate_Aminotransferase_Level": 32.97312068, + "Creatinine_Level": 1.398354033, + "LDH_Level": 174.7597175, + "Calcium_Level": 9.433727025, + "Phosphorus_Level": 2.925397995, + "Glucose_Level": 100.8764284, + "Potassium_Level": 4.151675979, + "Sodium_Level": 136.904385, + "Smoking_Pack_Years": 89.36742509 + }, + { + "Age": 41, + "Gender": 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128.0190549, + "Calcium_Level": 10.00897387, + "Phosphorus_Level": 3.743708436, + "Glucose_Level": 147.3159274, + "Potassium_Level": 4.901069657, + "Sodium_Level": 143.9488584, + "Smoking_Pack_Years": 20.75868749 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.13586946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.58987234, + "White_Blood_Cell_Count": 5.530346307, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.6562321, + "White_Blood_Cell_Count": 3.938305011, + "Platelet_Count": 445.5255881, + "Albumin_Level": 3.992872642, + "Alkaline_Phosphatase_Level": 116.9460735, + "Alanine_Aminotransferase_Level": 37.96705875, + "Aspartate_Aminotransferase_Level": 43.88305207, + "Creatinine_Level": 1.285792254, + "LDH_Level": 195.1881145, + "Calcium_Level": 8.082855666, + "Phosphorus_Level": 3.440148532, + "Glucose_Level": 146.1249736, + "Potassium_Level": 3.595863739, + "Sodium_Level": 140.53392, + "Smoking_Pack_Years": 17.22260737 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.98036255, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.88347013, + "White_Blood_Cell_Count": 4.743730186, + "Platelet_Count": 441.6437274, + "Albumin_Level": 4.588923604, + "Alkaline_Phosphatase_Level": 45.91051594, + "Alanine_Aminotransferase_Level": 12.70089143, + "Aspartate_Aminotransferase_Level": 40.66655832, + "Creatinine_Level": 0.836435972, + "LDH_Level": 132.0201163, + "Calcium_Level": 10.34449377, + "Phosphorus_Level": 2.643058969, + "Glucose_Level": 136.6793856, + "Potassium_Level": 3.94284476, + "Sodium_Level": 143.870787, + "Smoking_Pack_Years": 82.83132005 + }, + { + "Age": 56, + "Gender": "Male", 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188.1959518, + "Calcium_Level": 8.027027432, + "Phosphorus_Level": 4.468830923, + "Glucose_Level": 109.2776163, + "Potassium_Level": 3.560693139, + "Sodium_Level": 141.454041, + "Smoking_Pack_Years": 99.08486287 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.01538833, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.06008511, + "White_Blood_Cell_Count": 6.386836223, + 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"African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.6345952, + "White_Blood_Cell_Count": 8.45074711, + "Platelet_Count": 261.0332667, + "Albumin_Level": 4.586949183, + "Alkaline_Phosphatase_Level": 52.73963314, + "Alanine_Aminotransferase_Level": 37.44998488, + "Aspartate_Aminotransferase_Level": 23.78659672, + "Creatinine_Level": 1.118002032, + "LDH_Level": 223.9501085, + "Calcium_Level": 9.817246786, + "Phosphorus_Level": 4.974180225, + "Glucose_Level": 73.68814791, + "Potassium_Level": 4.406653215, + "Sodium_Level": 135.8490657, + "Smoking_Pack_Years": 6.357420092 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.70330535, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.22147907, + "White_Blood_Cell_Count": 5.94270058, + "Platelet_Count": 274.554823, + "Albumin_Level": 4.456998255, + "Alkaline_Phosphatase_Level": 87.36770972, + "Alanine_Aminotransferase_Level": 12.57699802, + "Aspartate_Aminotransferase_Level": 32.26645765, + "Creatinine_Level": 1.022377647, + "LDH_Level": 130.8181455, + "Calcium_Level": 8.357946102, + "Phosphorus_Level": 3.019346494, + "Glucose_Level": 136.7133407, + "Potassium_Level": 4.14440513, + "Sodium_Level": 140.0680982, + "Smoking_Pack_Years": 92.44886911 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.00519269, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 87, + 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3.757076874, + "Sodium_Level": 139.3001174, + "Smoking_Pack_Years": 26.32608675 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.81058332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.98806522, + "White_Blood_Cell_Count": 5.94621288, + "Platelet_Count": 372.2186491, + "Albumin_Level": 3.341309187, + "Alkaline_Phosphatase_Level": 95.78630309, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.51591438, + "White_Blood_Cell_Count": 7.256248903, + "Platelet_Count": 176.4329056, + "Albumin_Level": 3.179716112, + "Alkaline_Phosphatase_Level": 99.11750367, + "Alanine_Aminotransferase_Level": 34.00574449, + "Aspartate_Aminotransferase_Level": 13.8263621, + "Creatinine_Level": 0.631554819, + "LDH_Level": 213.7671975, + "Calcium_Level": 10.00554921, + "Phosphorus_Level": 4.665275658, + "Glucose_Level": 130.8427114, + "Potassium_Level": 4.968339899, + "Sodium_Level": 135.1587032, + "Smoking_Pack_Years": 3.293282631 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.43368088, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.82107954, + "White_Blood_Cell_Count": 6.507350111, + "Platelet_Count": 432.339985, + "Albumin_Level": 3.905906891, + "Alkaline_Phosphatase_Level": 106.6356713, + "Alanine_Aminotransferase_Level": 12.01561297, + "Aspartate_Aminotransferase_Level": 25.81675859, + "Creatinine_Level": 0.633108097, + "LDH_Level": 111.1465347, + "Calcium_Level": 8.814391075, + "Phosphorus_Level": 4.948714666, + "Glucose_Level": 139.5616754, + "Potassium_Level": 4.00956936, + "Sodium_Level": 136.2539356, + "Smoking_Pack_Years": 19.70951802 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.40526584, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 30.48467252, + "Aspartate_Aminotransferase_Level": 28.03979033, + "Creatinine_Level": 0.808462516, + "LDH_Level": 166.4922297, + "Calcium_Level": 10.42542989, + "Phosphorus_Level": 3.648179855, + "Glucose_Level": 89.58828198, + "Potassium_Level": 3.837772428, + "Sodium_Level": 143.4282131, + "Smoking_Pack_Years": 24.31146623 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.70474415, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.02630958, + "White_Blood_Cell_Count": 9.748984494, + "Platelet_Count": 319.2204697, + "Albumin_Level": 3.652702981, + "Alkaline_Phosphatase_Level": 66.13998327, + "Alanine_Aminotransferase_Level": 39.8080477, + "Aspartate_Aminotransferase_Level": 18.62601477, + "Creatinine_Level": 0.603302003, + "LDH_Level": 234.0282825, + "Calcium_Level": 10.05045128, + "Phosphorus_Level": 3.582590068, + "Glucose_Level": 106.4973358, + "Potassium_Level": 4.239549126, + "Sodium_Level": 137.8232471, + "Smoking_Pack_Years": 1.931063473 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.2815668, + "Tumor_Location": "Middle 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"Glucose_Level": 95.61361239, + "Potassium_Level": 4.453810982, + "Sodium_Level": 143.5228129, + "Smoking_Pack_Years": 86.17451961 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.51266318, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.22857064, + "White_Blood_Cell_Count": 4.101973206, + "Platelet_Count": 429.8485082, + "Albumin_Level": 4.368650874, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.65529507, + "White_Blood_Cell_Count": 6.334129758, + "Platelet_Count": 164.3312473, + "Albumin_Level": 3.951071799, + "Alkaline_Phosphatase_Level": 103.6605788, + "Alanine_Aminotransferase_Level": 5.861214426, + "Aspartate_Aminotransferase_Level": 10.88642223, + "Creatinine_Level": 0.788895971, + "LDH_Level": 114.8809927, + "Calcium_Level": 9.375502976, + "Phosphorus_Level": 3.31275688, + "Glucose_Level": 134.2142405, + "Potassium_Level": 3.912681729, + "Sodium_Level": 143.2655133, + "Smoking_Pack_Years": 50.90450606 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.77213775, + "White_Blood_Cell_Count": 4.05941405, + "Platelet_Count": 247.6288035, + "Albumin_Level": 3.796957903, + "Alkaline_Phosphatase_Level": 50.54309808, + "Alanine_Aminotransferase_Level": 37.85848737, + "Aspartate_Aminotransferase_Level": 37.65346272, + "Creatinine_Level": 0.836583719, + "LDH_Level": 148.4318935, + "Calcium_Level": 8.644145904, + "Phosphorus_Level": 2.873055051, + "Glucose_Level": 117.4694137, + "Potassium_Level": 3.592296137, + "Sodium_Level": 137.2477044, + "Smoking_Pack_Years": 47.67259787 + }, + { + "Age": 49, + "Gender": 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.258385, + "White_Blood_Cell_Count": 8.036465051, + "Platelet_Count": 163.623261, + "Albumin_Level": 3.577024741, + "Alkaline_Phosphatase_Level": 68.20344465, + "Alanine_Aminotransferase_Level": 12.89542206, + "Aspartate_Aminotransferase_Level": 27.60803384, + "Creatinine_Level": 0.775159329, + "LDH_Level": 118.2080372, + "Calcium_Level": 9.208668157, + "Phosphorus_Level": 3.82231365, + "Glucose_Level": 142.2838991, + "Potassium_Level": 4.598166342, + "Sodium_Level": 144.0759927, + "Smoking_Pack_Years": 39.30616797 + }, + { + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.51647818, + "White_Blood_Cell_Count": 3.713980159, + "Platelet_Count": 166.4488546, + "Albumin_Level": 3.154915819, + "Alkaline_Phosphatase_Level": 49.3133037, + "Alanine_Aminotransferase_Level": 11.24591339, + "Aspartate_Aminotransferase_Level": 29.76246578, + "Creatinine_Level": 0.668467227, + "LDH_Level": 200.464543, + "Calcium_Level": 10.22866846, + "Phosphorus_Level": 4.88355167, + "Glucose_Level": 105.0889124, + "Potassium_Level": 3.84571069, + "Sodium_Level": 143.0717137, + "Smoking_Pack_Years": 21.51158323 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.86196809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.25770224, + "White_Blood_Cell_Count": 7.538159735, + "Platelet_Count": 353.2391767, + "Albumin_Level": 3.214550487, + "Alkaline_Phosphatase_Level": 119.1778852, + "Alanine_Aminotransferase_Level": 11.13972431, + "Aspartate_Aminotransferase_Level": 13.70557725, + "Creatinine_Level": 1.370800162, + "LDH_Level": 114.991497, + "Calcium_Level": 9.684505545, + "Phosphorus_Level": 3.826186592, + "Glucose_Level": 142.8983706, + "Potassium_Level": 4.686035424, + "Sodium_Level": 139.2697367, + "Smoking_Pack_Years": 62.87452052 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.68187669, + "White_Blood_Cell_Count": 9.930411226, + "Platelet_Count": 214.5307617, + "Albumin_Level": 3.579757151, + "Alkaline_Phosphatase_Level": 49.84120001, + "Alanine_Aminotransferase_Level": 31.33212349, + "Aspartate_Aminotransferase_Level": 21.54600331, + "Creatinine_Level": 0.551967645, + "LDH_Level": 132.3904504, + "Calcium_Level": 9.380229914, + "Phosphorus_Level": 4.330230047, + "Glucose_Level": 72.82161126, + "Potassium_Level": 3.610230897, + "Sodium_Level": 142.5948318, + "Smoking_Pack_Years": 24.04376529 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.05344409, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.84244099, + "White_Blood_Cell_Count": 4.179159762, + "Platelet_Count": 261.050542, + "Albumin_Level": 3.294857816, + "Alkaline_Phosphatase_Level": 44.49962644, + "Alanine_Aminotransferase_Level": 38.46031445, + "Aspartate_Aminotransferase_Level": 47.82658056, + "Creatinine_Level": 0.673841289, + "LDH_Level": 181.6057724, + "Calcium_Level": 9.314380709, + "Phosphorus_Level": 3.872426848, + "Glucose_Level": 112.3399296, + "Potassium_Level": 4.219655512, + "Sodium_Level": 139.9170467, + "Smoking_Pack_Years": 92.03248795 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.21669946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.26549383, + "White_Blood_Cell_Count": 5.531118897, + "Platelet_Count": 237.2498569, + "Albumin_Level": 4.944635969, + "Alkaline_Phosphatase_Level": 48.19487356, + "Alanine_Aminotransferase_Level": 19.40144354, + "Aspartate_Aminotransferase_Level": 29.40229896, + "Creatinine_Level": 1.051591098, + "LDH_Level": 141.6947545, + "Calcium_Level": 8.802069543, + "Phosphorus_Level": 3.656526663, + "Glucose_Level": 97.97724531, + "Potassium_Level": 4.334210642, + "Sodium_Level": 136.5995522, + "Smoking_Pack_Years": 20.76410846 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.69601863, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.84586597, + "White_Blood_Cell_Count": 5.712457152, + "Platelet_Count": 408.4776045, + "Albumin_Level": 4.201464465, + "Alkaline_Phosphatase_Level": 67.91702717, + "Alanine_Aminotransferase_Level": 30.18665629, + "Aspartate_Aminotransferase_Level": 14.24513069, + "Creatinine_Level": 0.858214204, + "LDH_Level": 187.1494107, + "Calcium_Level": 8.951108021, + "Phosphorus_Level": 2.813893291, + "Glucose_Level": 112.2225756, + "Potassium_Level": 4.654650534, + "Sodium_Level": 143.1933386, + "Smoking_Pack_Years": 75.84573066 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.63385755, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.76164909, + "White_Blood_Cell_Count": 8.461757865, + "Platelet_Count": 418.3231451, + "Albumin_Level": 4.75706018, + "Alkaline_Phosphatase_Level": 56.81362103, + "Alanine_Aminotransferase_Level": 9.479465155, + "Aspartate_Aminotransferase_Level": 34.12118822, + "Creatinine_Level": 1.137041143, + "LDH_Level": 226.166837, + "Calcium_Level": 9.270547907, + "Phosphorus_Level": 2.871745186, + "Glucose_Level": 145.9820722, + "Potassium_Level": 4.792016465, + "Sodium_Level": 136.6812007, + "Smoking_Pack_Years": 93.89862229 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.3060199, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.78959644, + "White_Blood_Cell_Count": 5.789009553, + "Platelet_Count": 430.8081102, + "Albumin_Level": 3.86267349, + "Alkaline_Phosphatase_Level": 50.27233485, + 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"Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.3541024, + "White_Blood_Cell_Count": 4.943582085, + "Platelet_Count": 262.6496113, + "Albumin_Level": 3.811574824, + "Alkaline_Phosphatase_Level": 61.44372623, + "Alanine_Aminotransferase_Level": 31.750201, + "Aspartate_Aminotransferase_Level": 39.2494067, + "Creatinine_Level": 1.363429671, + "LDH_Level": 206.9214943, + "Calcium_Level": 9.803888896, + "Phosphorus_Level": 4.02076458, + "Glucose_Level": 147.8771995, + "Potassium_Level": 4.084303248, + "Sodium_Level": 139.1051455, + "Smoking_Pack_Years": 78.59222911 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.21126477, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.96400504, + "White_Blood_Cell_Count": 7.159418705, + "Platelet_Count": 274.413923, + "Albumin_Level": 4.329815863, + "Alkaline_Phosphatase_Level": 107.546005, + "Alanine_Aminotransferase_Level": 6.446971245, + "Aspartate_Aminotransferase_Level": 13.97003862, + "Creatinine_Level": 1.024637055, + "LDH_Level": 180.7777871, + "Calcium_Level": 8.116463027, + "Phosphorus_Level": 2.73304308, + "Glucose_Level": 129.8310143, + "Potassium_Level": 4.923493397, + "Sodium_Level": 144.1730564, + "Smoking_Pack_Years": 67.90537556 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.91919596, + "Tumor_Location": "Upper 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80.33822558, + "Potassium_Level": 4.814950283, + "Sodium_Level": 143.2219486, + "Smoking_Pack_Years": 28.61610875 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.07346328, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.29587451, + "White_Blood_Cell_Count": 6.802255567, + "Platelet_Count": 372.4047277, + "Albumin_Level": 3.885920481, + "Alkaline_Phosphatase_Level": 83.77080088, + "Alanine_Aminotransferase_Level": 15.17947566, + "Aspartate_Aminotransferase_Level": 40.16088285, + "Creatinine_Level": 1.008312456, + "LDH_Level": 115.8381721, + "Calcium_Level": 9.236966776, + "Phosphorus_Level": 3.904863459, + "Glucose_Level": 109.3113019, + "Potassium_Level": 4.363375553, + "Sodium_Level": 142.0900265, + "Smoking_Pack_Years": 63.09255985 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.51030969, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.41590555, + "White_Blood_Cell_Count": 7.985364323, + "Platelet_Count": 347.9483194, + "Albumin_Level": 4.481539194, + "Alkaline_Phosphatase_Level": 106.6302446, + "Alanine_Aminotransferase_Level": 26.33180483, + "Aspartate_Aminotransferase_Level": 37.71620203, + "Creatinine_Level": 0.554637221, + "LDH_Level": 244.552999, + "Calcium_Level": 8.983480981, + "Phosphorus_Level": 4.640215904, + "Glucose_Level": 79.29586458, + "Potassium_Level": 3.696056691, + "Sodium_Level": 143.740315, + "Smoking_Pack_Years": 87.83755726 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.06575355, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.89117714, + "White_Blood_Cell_Count": 8.329531174, + "Platelet_Count": 423.3200356, + "Albumin_Level": 4.637386907, + "Alkaline_Phosphatase_Level": 80.50869351, + "Alanine_Aminotransferase_Level": 20.41962079, + "Aspartate_Aminotransferase_Level": 18.6967889, + "Creatinine_Level": 0.859523435, + "LDH_Level": 111.5622282, + "Calcium_Level": 8.716612055, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.56766274, + "White_Blood_Cell_Count": 8.42313726, + "Platelet_Count": 292.648725, + "Albumin_Level": 4.556313844, + "Alkaline_Phosphatase_Level": 83.09567655, + "Alanine_Aminotransferase_Level": 14.61282202, + "Aspartate_Aminotransferase_Level": 37.29099345, + "Creatinine_Level": 0.964859311, + "LDH_Level": 210.4933339, + "Calcium_Level": 10.46007881, + "Phosphorus_Level": 3.990811513, + "Glucose_Level": 137.0500874, + "Potassium_Level": 4.032281132, + "Sodium_Level": 140.785144, + "Smoking_Pack_Years": 35.11473393 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former 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"No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.30322653, + "White_Blood_Cell_Count": 9.446751766, + "Platelet_Count": 327.1120188, + "Albumin_Level": 3.325568892, + "Alkaline_Phosphatase_Level": 102.3132608, + "Alanine_Aminotransferase_Level": 25.68968048, + "Aspartate_Aminotransferase_Level": 26.62022647, + "Creatinine_Level": 0.799291748, + "LDH_Level": 188.3764955, + "Calcium_Level": 8.648262649, + "Phosphorus_Level": 2.556642907, + "Glucose_Level": 90.50340979, + "Potassium_Level": 4.811267033, + "Sodium_Level": 137.2631633, + "Smoking_Pack_Years": 10.36259859 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.84329442, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.02570614, + "White_Blood_Cell_Count": 5.405856351, + "Platelet_Count": 222.6369014, + "Albumin_Level": 3.189759184, + "Alkaline_Phosphatase_Level": 48.57378084, + "Alanine_Aminotransferase_Level": 35.77720261, + "Aspartate_Aminotransferase_Level": 19.83436311, + "Creatinine_Level": 1.172727603, + "LDH_Level": 187.7692255, + "Calcium_Level": 9.911363424, + "Phosphorus_Level": 4.208593852, + "Glucose_Level": 103.1102548, + "Potassium_Level": 4.367329158, + "Sodium_Level": 137.3710729, + "Smoking_Pack_Years": 50.73329957 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.79460485, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.14354067, + "White_Blood_Cell_Count": 7.061076253, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.77199283, + "White_Blood_Cell_Count": 7.292235932, + "Platelet_Count": 154.6485062, + "Albumin_Level": 4.509043135, + "Alkaline_Phosphatase_Level": 44.22770784, + "Alanine_Aminotransferase_Level": 36.77171096, + "Aspartate_Aminotransferase_Level": 28.71470455, + "Creatinine_Level": 0.794344706, + "LDH_Level": 248.0122719, + "Calcium_Level": 10.38419542, + "Phosphorus_Level": 2.640537649, + "Glucose_Level": 89.34132063, + "Potassium_Level": 4.459279257, + "Sodium_Level": 144.0927839, + "Smoking_Pack_Years": 88.55259951 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.13817363, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.81007548, + "White_Blood_Cell_Count": 3.605989988, + "Platelet_Count": 154.3920495, + "Albumin_Level": 3.155435879, + "Alkaline_Phosphatase_Level": 88.06926471, + "Alanine_Aminotransferase_Level": 22.1021882, + "Aspartate_Aminotransferase_Level": 21.71691904, + "Creatinine_Level": 1.470248871, + "LDH_Level": 249.1933161, + "Calcium_Level": 8.672109675, + "Phosphorus_Level": 2.983089545, + "Glucose_Level": 72.29274692, + "Potassium_Level": 4.71199492, + "Sodium_Level": 143.6405558, + "Smoking_Pack_Years": 33.7824792 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.6209414, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.63357474, + "White_Blood_Cell_Count": 6.366834876, + "Platelet_Count": 343.6530871, + "Albumin_Level": 4.175391878, + "Alkaline_Phosphatase_Level": 31.4698451, + "Alanine_Aminotransferase_Level": 6.05315856, + "Aspartate_Aminotransferase_Level": 17.59373481, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.30989871, + "White_Blood_Cell_Count": 6.741042486, + "Platelet_Count": 310.2841963, + "Albumin_Level": 3.915895598, + "Alkaline_Phosphatase_Level": 119.2782754, + "Alanine_Aminotransferase_Level": 23.6262217, + "Aspartate_Aminotransferase_Level": 21.81853209, + "Creatinine_Level": 1.194705359, + "LDH_Level": 120.2778099, + "Calcium_Level": 8.933781756, + "Phosphorus_Level": 3.66378789, + "Glucose_Level": 71.20210553, + "Potassium_Level": 3.942195071, + "Sodium_Level": 138.9436504, + "Smoking_Pack_Years": 54.06950537 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.92893365, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Sodium_Level": 137.9021879, + "Smoking_Pack_Years": 28.58061175 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.87929253, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.29206061, + "White_Blood_Cell_Count": 9.405154523, + "Platelet_Count": 191.3282136, + "Albumin_Level": 3.625451257, + "Alkaline_Phosphatase_Level": 72.26741936, + "Alanine_Aminotransferase_Level": 5.185671103, + "Aspartate_Aminotransferase_Level": 36.39446614, + "Creatinine_Level": 1.27688706, + "LDH_Level": 160.2042777, + "Calcium_Level": 9.392924102, + "Phosphorus_Level": 4.542501782, + "Glucose_Level": 88.55954166, + "Potassium_Level": 4.95835232, + "Sodium_Level": 144.0523096, + "Smoking_Pack_Years": 26.68071679 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.06760803, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 97, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.03052187, + "White_Blood_Cell_Count": 4.480858176, + "Platelet_Count": 298.615533, + "Albumin_Level": 3.911619753, + "Alkaline_Phosphatase_Level": 76.83794603, + "Alanine_Aminotransferase_Level": 16.78266193, + "Aspartate_Aminotransferase_Level": 41.74517678, + "Creatinine_Level": 1.45977443, + "LDH_Level": 196.89076, + "Calcium_Level": 9.290716752, + "Phosphorus_Level": 3.678827703, + "Glucose_Level": 73.41699433, + "Potassium_Level": 4.018503017, + "Sodium_Level": 141.31919, + "Smoking_Pack_Years": 65.04665116 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.73523356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.68372729, + "White_Blood_Cell_Count": 5.110602736, + "Platelet_Count": 216.8033317, + "Albumin_Level": 3.69544126, + "Alkaline_Phosphatase_Level": 108.4702974, + "Alanine_Aminotransferase_Level": 13.94079898, + "Aspartate_Aminotransferase_Level": 16.25520402, + "Creatinine_Level": 1.064645291, + "LDH_Level": 123.5142453, + "Calcium_Level": 8.367966456, + "Phosphorus_Level": 2.855229243, + "Glucose_Level": 111.7620291, + "Potassium_Level": 4.655313784, + "Sodium_Level": 139.4862011, + "Smoking_Pack_Years": 16.22354354 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.68934642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.18674379, + "White_Blood_Cell_Count": 5.870557516, + "Platelet_Count": 186.7605146, + "Albumin_Level": 4.294045939, + "Alkaline_Phosphatase_Level": 73.97882247, + "Alanine_Aminotransferase_Level": 19.52121114, + "Aspartate_Aminotransferase_Level": 18.92278653, + "Creatinine_Level": 0.983199542, + "LDH_Level": 111.697597, + "Calcium_Level": 8.327095853, + "Phosphorus_Level": 4.618705705, + "Glucose_Level": 106.7425209, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.83830755, + "White_Blood_Cell_Count": 6.649360124, + "Platelet_Count": 361.1839065, + "Albumin_Level": 4.27622008, + "Alkaline_Phosphatase_Level": 106.8801733, + "Alanine_Aminotransferase_Level": 33.61796932, + "Aspartate_Aminotransferase_Level": 22.31992916, + "Creatinine_Level": 0.707127155, + "LDH_Level": 241.5658182, + "Calcium_Level": 8.214514842, + "Phosphorus_Level": 3.490856716, + "Glucose_Level": 89.03476119, + "Potassium_Level": 4.297551366, + "Sodium_Level": 141.9500386, + "Smoking_Pack_Years": 17.94839096 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.02485312, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.02861951, + "White_Blood_Cell_Count": 6.950274495, + "Platelet_Count": 420.0406242, + "Albumin_Level": 3.30749541, + "Alkaline_Phosphatase_Level": 77.276742, + "Alanine_Aminotransferase_Level": 32.96501332, + "Aspartate_Aminotransferase_Level": 25.93478068, + "Creatinine_Level": 0.627901826, + "LDH_Level": 108.4541354, + "Calcium_Level": 8.416045164, + "Phosphorus_Level": 4.24079725, + "Glucose_Level": 148.4557239, + "Potassium_Level": 4.447590119, + "Sodium_Level": 137.2868912, + "Smoking_Pack_Years": 55.62297408 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.39088784, + "White_Blood_Cell_Count": 7.499074362, + "Platelet_Count": 203.5948709, + "Albumin_Level": 4.45500128, + "Alkaline_Phosphatase_Level": 94.11158804, + "Alanine_Aminotransferase_Level": 33.32151528, + "Aspartate_Aminotransferase_Level": 18.26773324, + "Creatinine_Level": 1.215110954, + "LDH_Level": 119.2649327, + "Calcium_Level": 9.218050429, + "Phosphorus_Level": 4.34645138, + "Glucose_Level": 86.94503665, + "Potassium_Level": 4.813394522, + "Sodium_Level": 141.2085114, + "Smoking_Pack_Years": 79.64255149 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.59101184, + "White_Blood_Cell_Count": 8.743180788, + "Platelet_Count": 326.8866166, + "Albumin_Level": 4.587040612, + "Alkaline_Phosphatase_Level": 114.7551345, + "Alanine_Aminotransferase_Level": 10.21954741, + "Aspartate_Aminotransferase_Level": 41.90250361, + "Creatinine_Level": 1.187137221, + "LDH_Level": 119.5859308, + "Calcium_Level": 8.999618129, + "Phosphorus_Level": 2.850221672, + "Glucose_Level": 96.32741334, + "Potassium_Level": 4.200976268, + "Sodium_Level": 142.6653662, + "Smoking_Pack_Years": 38.81871855 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.44794504, + "White_Blood_Cell_Count": 3.756594419, + "Platelet_Count": 387.9304172, + "Albumin_Level": 4.928635108, + "Alkaline_Phosphatase_Level": 67.85129079, + "Alanine_Aminotransferase_Level": 32.7052457, + "Aspartate_Aminotransferase_Level": 26.09769645, + "Creatinine_Level": 0.706287877, + "LDH_Level": 108.9536147, + "Calcium_Level": 9.880080252, + "Phosphorus_Level": 4.671940386, + "Glucose_Level": 74.11178328, + "Potassium_Level": 4.119158153, + "Sodium_Level": 140.856848, + "Smoking_Pack_Years": 67.59137856 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.35859593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.58447856, + "White_Blood_Cell_Count": 5.085797039, + "Platelet_Count": 154.7122177, + "Albumin_Level": 4.215280664, + "Alkaline_Phosphatase_Level": 91.58690102, + "Alanine_Aminotransferase_Level": 27.15885477, + "Aspartate_Aminotransferase_Level": 43.43719525, + "Creatinine_Level": 0.84154983, + "LDH_Level": 206.4220274, + "Calcium_Level": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.01971184, + "White_Blood_Cell_Count": 5.940070634, + "Platelet_Count": 415.0027343, + "Albumin_Level": 4.462987499, + "Alkaline_Phosphatase_Level": 103.9532285, + "Alanine_Aminotransferase_Level": 19.31596042, + "Aspartate_Aminotransferase_Level": 40.9694921, + "Creatinine_Level": 1.473768623, + "LDH_Level": 142.1639495, + "Calcium_Level": 9.591059706, + "Phosphorus_Level": 4.01058391, + "Glucose_Level": 131.7541761, + "Potassium_Level": 4.118763252, + "Sodium_Level": 135.5118296, + "Smoking_Pack_Years": 68.41863199 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.39891897, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.31205322, + "White_Blood_Cell_Count": 6.241364666, + "Platelet_Count": 193.6566811, + "Albumin_Level": 3.355811903, + "Alkaline_Phosphatase_Level": 76.32139472, + "Alanine_Aminotransferase_Level": 38.48509144, + "Aspartate_Aminotransferase_Level": 37.93429885, + "Creatinine_Level": 1.172793635, + "LDH_Level": 194.2778469, + "Calcium_Level": 9.664096192, + "Phosphorus_Level": 3.067382888, + "Glucose_Level": 76.24525957, + "Potassium_Level": 4.880197614, + "Sodium_Level": 143.6486042, + "Smoking_Pack_Years": 93.23115465 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.41829013, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.73757585, + "White_Blood_Cell_Count": 7.4472241, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.42836525, + "White_Blood_Cell_Count": 6.682825981, + "Platelet_Count": 335.6322211, + "Albumin_Level": 4.85334862, + "Alkaline_Phosphatase_Level": 78.14842822, + "Alanine_Aminotransferase_Level": 32.76743276, + "Aspartate_Aminotransferase_Level": 29.7791767, + "Creatinine_Level": 0.878011212, + "LDH_Level": 135.3744845, + "Calcium_Level": 9.433386863, + "Phosphorus_Level": 4.956790749, + "Glucose_Level": 73.07799178, + "Potassium_Level": 4.935744025, + "Sodium_Level": 135.0525865, + "Smoking_Pack_Years": 94.20283496 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.1449625, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.62439327, + "White_Blood_Cell_Count": 7.505740229, + "Platelet_Count": 239.0505386, + "Albumin_Level": 3.318596777, + "Alkaline_Phosphatase_Level": 97.42353621, + "Alanine_Aminotransferase_Level": 22.49237252, + "Aspartate_Aminotransferase_Level": 22.11727303, + "Creatinine_Level": 0.542719508, + "LDH_Level": 192.5302008, + "Calcium_Level": 8.814885014, + "Phosphorus_Level": 3.478326927, + "Glucose_Level": 121.7422138, + "Potassium_Level": 3.7564965, + "Sodium_Level": 142.4395881, + "Smoking_Pack_Years": 96.64752371 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.51715508, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.87796476, + "White_Blood_Cell_Count": 9.613510064, + "Platelet_Count": 191.6239758, + "Albumin_Level": 3.460326141, + "Alkaline_Phosphatase_Level": 84.0221533, + "Alanine_Aminotransferase_Level": 26.25188127, + "Aspartate_Aminotransferase_Level": 39.04841198, + "Creatinine_Level": 1.346362572, + "LDH_Level": 230.1721035, + "Calcium_Level": 9.883256125, + "Phosphorus_Level": 3.392719358, + "Glucose_Level": 142.9269285, + "Potassium_Level": 3.853405587, + "Sodium_Level": 135.0968306, + "Smoking_Pack_Years": 0.907759623 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.65657363, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.17062589, + 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}, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.55666844, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.9919314, + "White_Blood_Cell_Count": 9.066009416, + "Platelet_Count": 271.3504518, + "Albumin_Level": 4.289177804, + "Alkaline_Phosphatase_Level": 106.2494328, + "Alanine_Aminotransferase_Level": 14.72353939, + "Aspartate_Aminotransferase_Level": 38.28724593, + "Creatinine_Level": 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137.8627249, + "Smoking_Pack_Years": 59.30577857 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.43988683, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.45326575, + "White_Blood_Cell_Count": 7.397758689, + "Platelet_Count": 420.6503035, + "Albumin_Level": 4.000549511, + "Alkaline_Phosphatase_Level": 39.6693513, + "Alanine_Aminotransferase_Level": 19.44692807, + "Aspartate_Aminotransferase_Level": 16.25043704, + "Creatinine_Level": 0.944908832, + "LDH_Level": 106.2059665, + "Calcium_Level": 8.384925458, + "Phosphorus_Level": 2.669867805, + "Glucose_Level": 102.2252076, + "Potassium_Level": 3.690856136, + "Sodium_Level": 143.6361706, + "Smoking_Pack_Years": 8.607714335 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.14226706, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.11804937, + "White_Blood_Cell_Count": 5.793469622, + "Platelet_Count": 312.41739, + "Albumin_Level": 3.026585341, + "Alkaline_Phosphatase_Level": 32.24895415, + "Alanine_Aminotransferase_Level": 29.45464775, + "Aspartate_Aminotransferase_Level": 14.27065675, + "Creatinine_Level": 0.988603932, + "LDH_Level": 188.4896147, + "Calcium_Level": 9.181854702, + "Phosphorus_Level": 4.471157994, + "Glucose_Level": 119.1023479, + "Potassium_Level": 3.588134784, + "Sodium_Level": 136.0172717, + "Smoking_Pack_Years": 79.33912496 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.49527676, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.26301644, + "White_Blood_Cell_Count": 7.631075278, + "Platelet_Count": 266.5596386, + "Albumin_Level": 3.514273638, + "Alkaline_Phosphatase_Level": 53.40019429, + "Alanine_Aminotransferase_Level": 27.81246052, + "Aspartate_Aminotransferase_Level": 11.34492613, + "Creatinine_Level": 1.099115886, + "LDH_Level": 185.6255928, + "Calcium_Level": 8.995898398, + "Phosphorus_Level": 4.653281593, + "Glucose_Level": 91.70964756, + "Potassium_Level": 3.726863849, + "Sodium_Level": 141.6191899, + "Smoking_Pack_Years": 17.22959018 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.56666012, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.11650778, + "White_Blood_Cell_Count": 4.389612889, + "Platelet_Count": 269.6093651, + "Albumin_Level": 3.67251145, + "Alkaline_Phosphatase_Level": 74.77654785, + "Alanine_Aminotransferase_Level": 15.14562577, + "Aspartate_Aminotransferase_Level": 17.60081288, + "Creatinine_Level": 1.000059813, + "LDH_Level": 162.7747003, + "Calcium_Level": 8.001201598, + "Phosphorus_Level": 2.703658538, + "Glucose_Level": 96.99545537, + "Potassium_Level": 4.256799745, + "Sodium_Level": 139.5573773, + "Smoking_Pack_Years": 42.00376717 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.0257096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.07847017, + "White_Blood_Cell_Count": 4.841164937, + "Platelet_Count": 308.7057236, + "Albumin_Level": 4.34416494, + "Alkaline_Phosphatase_Level": 70.93363436, + "Alanine_Aminotransferase_Level": 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89, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.18037635, + "White_Blood_Cell_Count": 4.063260738, + "Platelet_Count": 338.3120921, + "Albumin_Level": 3.904236663, + "Alkaline_Phosphatase_Level": 80.08336427, + "Alanine_Aminotransferase_Level": 7.016444926, + "Aspartate_Aminotransferase_Level": 16.17518678, + "Creatinine_Level": 1.274035527, + "LDH_Level": 128.4790941, + "Calcium_Level": 8.391313078, + "Phosphorus_Level": 3.339587988, + "Glucose_Level": 131.4157532, + "Potassium_Level": 4.052183039, + "Sodium_Level": 140.2150988, + "Smoking_Pack_Years": 33.22634649 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.71903101, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.85940755, + "White_Blood_Cell_Count": 7.818914613, + "Platelet_Count": 390.215182, + "Albumin_Level": 3.410344461, + "Alkaline_Phosphatase_Level": 68.89295308, + "Alanine_Aminotransferase_Level": 27.2822958, + "Aspartate_Aminotransferase_Level": 39.29784069, + "Creatinine_Level": 1.0817654, + "LDH_Level": 178.0342997, + "Calcium_Level": 10.43237117, + "Phosphorus_Level": 3.875494603, + "Glucose_Level": 79.84027666, + "Potassium_Level": 3.513030994, + "Sodium_Level": 137.9467368, + "Smoking_Pack_Years": 17.21332523 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.50061987, + "Tumor_Location": 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"Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.43954004, + "White_Blood_Cell_Count": 8.686964388, + "Platelet_Count": 270.1755208, + "Albumin_Level": 3.050984609, + "Alkaline_Phosphatase_Level": 54.92153291, + "Alanine_Aminotransferase_Level": 18.5103873, + "Aspartate_Aminotransferase_Level": 43.55786851, + "Creatinine_Level": 1.146641616, + "LDH_Level": 214.8348486, + "Calcium_Level": 8.015826769, + "Phosphorus_Level": 4.75821126, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.8100883, + "White_Blood_Cell_Count": 6.673746488, + "Platelet_Count": 420.3418598, + "Albumin_Level": 4.7466013, + "Alkaline_Phosphatase_Level": 107.2989722, + "Alanine_Aminotransferase_Level": 31.96483876, + "Aspartate_Aminotransferase_Level": 23.60463948, + "Creatinine_Level": 0.793999349, + "LDH_Level": 118.6559915, + "Calcium_Level": 8.674350879, + "Phosphorus_Level": 4.338944864, + "Glucose_Level": 125.0466688, + "Potassium_Level": 4.624103331, + "Sodium_Level": 140.753011, + "Smoking_Pack_Years": 88.2113313 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.10426187, + "White_Blood_Cell_Count": 4.686055435, + "Platelet_Count": 217.2136254, + "Albumin_Level": 4.144320361, + "Alkaline_Phosphatase_Level": 60.32652773, + "Alanine_Aminotransferase_Level": 24.26257565, + "Aspartate_Aminotransferase_Level": 42.82861199, + "Creatinine_Level": 1.077964511, + "LDH_Level": 212.5888497, + "Calcium_Level": 9.385908229, + "Phosphorus_Level": 3.441114305, + "Glucose_Level": 82.89783465, + "Potassium_Level": 4.698189904, + "Sodium_Level": 141.8950691, + "Smoking_Pack_Years": 71.3864205 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former 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"Tumor_Size_mm": 32.36758702, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.53643432, + "White_Blood_Cell_Count": 6.439507392, + "Platelet_Count": 238.8190459, + "Albumin_Level": 3.525950787, + "Alkaline_Phosphatase_Level": 39.02458059, + "Alanine_Aminotransferase_Level": 38.46562303, + "Aspartate_Aminotransferase_Level": 29.01921758, + "Creatinine_Level": 0.876059146, + "LDH_Level": 203.0737618, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.60817849, + "White_Blood_Cell_Count": 4.604588317, + "Platelet_Count": 374.6218812, + "Albumin_Level": 3.979376321, + "Alkaline_Phosphatase_Level": 81.38257343, + "Alanine_Aminotransferase_Level": 29.06701699, + "Aspartate_Aminotransferase_Level": 26.58710724, + "Creatinine_Level": 1.179574954, + "LDH_Level": 148.0556411, + "Calcium_Level": 8.543145079, + "Phosphorus_Level": 4.943373062, + "Glucose_Level": 113.7600522, + "Potassium_Level": 3.785600143, + "Sodium_Level": 139.2633905, + "Smoking_Pack_Years": 69.5408885 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": 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8.495163681, + "Phosphorus_Level": 2.825929567, + "Glucose_Level": 129.658305, + "Potassium_Level": 4.301952103, + "Sodium_Level": 139.7531903, + "Smoking_Pack_Years": 57.52927264 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.27394188, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.10977653, + "White_Blood_Cell_Count": 6.169945806, + "Platelet_Count": 322.9647673, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.51759129, + "White_Blood_Cell_Count": 5.495968164, + "Platelet_Count": 174.0402005, + "Albumin_Level": 3.140375375, + "Alkaline_Phosphatase_Level": 39.18694842, + "Alanine_Aminotransferase_Level": 20.83131997, + "Aspartate_Aminotransferase_Level": 23.68213275, + "Creatinine_Level": 0.789504823, + "LDH_Level": 232.3785864, + "Calcium_Level": 8.982596857, + "Phosphorus_Level": 2.784542686, + "Glucose_Level": 90.28756678, + "Potassium_Level": 3.888487608, + "Sodium_Level": 143.575889, + "Smoking_Pack_Years": 18.99198499 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": 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"No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.57325964, + "White_Blood_Cell_Count": 7.960365424, + "Platelet_Count": 203.9444107, + "Albumin_Level": 4.588004049, + "Alkaline_Phosphatase_Level": 36.73957966, + "Alanine_Aminotransferase_Level": 22.58036801, + "Aspartate_Aminotransferase_Level": 17.30231807, + "Creatinine_Level": 0.848641954, + "LDH_Level": 208.0025706, + "Calcium_Level": 8.80989232, + "Phosphorus_Level": 3.278639212, + "Glucose_Level": 122.325372, + "Potassium_Level": 4.812428879, + "Sodium_Level": 139.5421053, + "Smoking_Pack_Years": 82.37698807 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.9320937, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.50504132, + "White_Blood_Cell_Count": 6.48654392, + "Platelet_Count": 383.1164075, + "Albumin_Level": 4.821030322, + "Alkaline_Phosphatase_Level": 72.24069962, + "Alanine_Aminotransferase_Level": 19.93686817, + "Aspartate_Aminotransferase_Level": 45.63217289, + "Creatinine_Level": 0.785485261, + "LDH_Level": 233.2865994, + "Calcium_Level": 10.24604481, + "Phosphorus_Level": 3.205981732, + "Glucose_Level": 135.6799481, + "Potassium_Level": 3.827334893, + "Sodium_Level": 137.0648797, + "Smoking_Pack_Years": 75.64379321 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.00427851, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.73435981, + "White_Blood_Cell_Count": 9.199421042, + "Platelet_Count": 275.1718226, + "Albumin_Level": 3.039171772, + "Alkaline_Phosphatase_Level": 119.0334496, + "Alanine_Aminotransferase_Level": 5.600257202, + "Aspartate_Aminotransferase_Level": 42.4580953, + "Creatinine_Level": 0.885939898, + "LDH_Level": 133.673645, + "Calcium_Level": 9.012997942, + "Phosphorus_Level": 4.305076531, + "Glucose_Level": 119.2914279, + "Potassium_Level": 4.405290139, + "Sodium_Level": 142.8743269, + "Smoking_Pack_Years": 52.44765059 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.32329375, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.3975538, + "White_Blood_Cell_Count": 6.754580165, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.10585805, + "White_Blood_Cell_Count": 7.288483994, + "Platelet_Count": 435.6307707, + "Albumin_Level": 3.551393315, + "Alkaline_Phosphatase_Level": 46.78613871, + "Alanine_Aminotransferase_Level": 39.41488054, + "Aspartate_Aminotransferase_Level": 19.58481482, + "Creatinine_Level": 0.699310437, + "LDH_Level": 193.689392, + "Calcium_Level": 9.788765084, + "Phosphorus_Level": 3.356838396, + "Glucose_Level": 107.3005763, + "Potassium_Level": 4.646326877, + "Sodium_Level": 135.9225666, + "Smoking_Pack_Years": 27.26557555 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.34252551, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.07090908, + "White_Blood_Cell_Count": 4.653557994, + "Platelet_Count": 159.8650636, + "Albumin_Level": 4.530920396, + "Alkaline_Phosphatase_Level": 91.16063652, + "Alanine_Aminotransferase_Level": 14.54238073, + "Aspartate_Aminotransferase_Level": 27.38048384, + "Creatinine_Level": 0.691581256, + "LDH_Level": 130.3518653, + "Calcium_Level": 8.61017014, + "Phosphorus_Level": 4.481969884, + "Glucose_Level": 95.05410033, + "Potassium_Level": 4.951180867, + "Sodium_Level": 137.5460152, + "Smoking_Pack_Years": 65.65940319 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.18032976, + "White_Blood_Cell_Count": 9.258504817, + "Platelet_Count": 230.9911086, + "Albumin_Level": 3.173378263, + "Alkaline_Phosphatase_Level": 34.50761287, + "Alanine_Aminotransferase_Level": 17.96641662, + "Aspartate_Aminotransferase_Level": 43.76816921, + "Creatinine_Level": 0.846334171, + "LDH_Level": 141.8377888, + "Calcium_Level": 9.972147162, + "Phosphorus_Level": 2.519591021, + "Glucose_Level": 108.51112, + "Potassium_Level": 3.901014932, + "Sodium_Level": 143.0969312, + "Smoking_Pack_Years": 27.59868568 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.12390447, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.45545125, + "White_Blood_Cell_Count": 8.83624809, + "Platelet_Count": 433.0570588, + "Albumin_Level": 4.630891562, + "Alkaline_Phosphatase_Level": 110.8866579, + "Alanine_Aminotransferase_Level": 25.44964488, + "Aspartate_Aminotransferase_Level": 25.98660347, + "Creatinine_Level": 0.670446436, + "LDH_Level": 103.8296425, + "Calcium_Level": 9.808470245, + "Phosphorus_Level": 3.699399668, + "Glucose_Level": 85.74160331, + "Potassium_Level": 3.864115679, + "Sodium_Level": 139.8562033, + "Smoking_Pack_Years": 57.05059976 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.52725026, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.19085836, + "White_Blood_Cell_Count": 8.714660098, + "Platelet_Count": 422.8182231, + "Albumin_Level": 4.979403906, + "Alkaline_Phosphatase_Level": 92.00762573, + "Alanine_Aminotransferase_Level": 22.73482219, + "Aspartate_Aminotransferase_Level": 13.5586055, + "Creatinine_Level": 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"White_Blood_Cell_Count": 5.053012647, + "Platelet_Count": 379.4990785, + "Albumin_Level": 4.821421993, + "Alkaline_Phosphatase_Level": 97.49873546, + "Alanine_Aminotransferase_Level": 8.053151208, + "Aspartate_Aminotransferase_Level": 20.11095975, + "Creatinine_Level": 1.304018003, + "LDH_Level": 207.3042192, + "Calcium_Level": 9.560935271, + "Phosphorus_Level": 2.657436336, + "Glucose_Level": 99.28215419, + "Potassium_Level": 3.739687598, + "Sodium_Level": 135.3586853, + "Smoking_Pack_Years": 29.14831836 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.23262629, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.32466614, + "White_Blood_Cell_Count": 6.975128809, + "Platelet_Count": 273.6252169, + "Albumin_Level": 3.14626063, + "Alkaline_Phosphatase_Level": 30.01299968, + "Alanine_Aminotransferase_Level": 34.59265629, + "Aspartate_Aminotransferase_Level": 26.31231037, + "Creatinine_Level": 0.547433499, + "LDH_Level": 154.8539657, + "Calcium_Level": 10.03197143, + "Phosphorus_Level": 3.35980183, + "Glucose_Level": 147.3728971, + "Potassium_Level": 3.948523612, + "Sodium_Level": 136.0262243, + "Smoking_Pack_Years": 83.62277249 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.55523685, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.62191035, + "White_Blood_Cell_Count": 9.433376777, + "Platelet_Count": 187.5197678, + "Albumin_Level": 4.492466904, + "Alkaline_Phosphatase_Level": 67.30059835, + "Alanine_Aminotransferase_Level": 36.50798778, + "Aspartate_Aminotransferase_Level": 10.16603157, + "Creatinine_Level": 1.486168966, + "LDH_Level": 113.8008641, + "Calcium_Level": 8.274411467, + "Phosphorus_Level": 3.491167489, + "Glucose_Level": 98.89436022, + "Potassium_Level": 3.564431021, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 29.15592743, + "Creatinine_Level": 0.7359239, + "LDH_Level": 142.8757603, + "Calcium_Level": 9.613488246, + "Phosphorus_Level": 4.205597621, + "Glucose_Level": 75.41185993, + "Potassium_Level": 4.780609833, + "Sodium_Level": 137.6553645, + "Smoking_Pack_Years": 67.44542166 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.95596779, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 73, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.75092457, + "White_Blood_Cell_Count": 9.845008842, + "Platelet_Count": 194.1750702, + "Albumin_Level": 3.030645809, + "Alkaline_Phosphatase_Level": 63.1486755, + "Alanine_Aminotransferase_Level": 23.25948683, + "Aspartate_Aminotransferase_Level": 20.65149277, + "Creatinine_Level": 0.683634241, + "LDH_Level": 187.631642, + "Calcium_Level": 9.571101708, + "Phosphorus_Level": 2.91199366, + "Glucose_Level": 76.09935952, + "Potassium_Level": 4.384445194, + "Sodium_Level": 135.766254, + "Smoking_Pack_Years": 46.77882404 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.28348928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.73966692, + "White_Blood_Cell_Count": 9.527036148, + "Platelet_Count": 244.3917894, + "Albumin_Level": 4.979060701, + "Alkaline_Phosphatase_Level": 79.49681182, + "Alanine_Aminotransferase_Level": 10.41294938, + "Aspartate_Aminotransferase_Level": 13.98233454, + "Creatinine_Level": 1.261457028, + "LDH_Level": 101.38466, + "Calcium_Level": 8.160018517, + "Phosphorus_Level": 2.797221128, + "Glucose_Level": 122.5526703, + "Potassium_Level": 4.219958711, + "Sodium_Level": 141.3746228, + "Smoking_Pack_Years": 12.84462494 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.70584347, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.76487211, + "White_Blood_Cell_Count": 8.20601132, + "Platelet_Count": 199.6726502, + "Albumin_Level": 4.448380312, + "Alkaline_Phosphatase_Level": 45.88688892, + "Alanine_Aminotransferase_Level": 29.46309076, + "Aspartate_Aminotransferase_Level": 38.25249558, + "Creatinine_Level": 0.547133952, + "LDH_Level": 102.0524964, + "Calcium_Level": 9.075166874, + "Phosphorus_Level": 3.830079569, + "Glucose_Level": 118.9321801, + "Potassium_Level": 4.452982995, + "Sodium_Level": 139.9986808, + "Smoking_Pack_Years": 9.482072616 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.85720494, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.0685858, + "White_Blood_Cell_Count": 3.985405266, + "Platelet_Count": 390.754917, + "Albumin_Level": 4.091964658, + "Alkaline_Phosphatase_Level": 44.19916395, + "Alanine_Aminotransferase_Level": 16.17549192, + "Aspartate_Aminotransferase_Level": 46.0332599, + "Creatinine_Level": 0.605505627, + "LDH_Level": 200.7512566, + "Calcium_Level": 9.035959994, + "Phosphorus_Level": 2.904656662, + "Glucose_Level": 145.7390898, + "Potassium_Level": 4.485463105, + "Sodium_Level": 142.2627262, + "Smoking_Pack_Years": 1.298001301 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.92918725, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.48916974, + "White_Blood_Cell_Count": 6.996761021, + "Platelet_Count": 157.8164849, + "Albumin_Level": 4.93628094, + "Alkaline_Phosphatase_Level": 68.14404668, + "Alanine_Aminotransferase_Level": 11.5985491, + "Aspartate_Aminotransferase_Level": 13.74082419, + "Creatinine_Level": 1.226211226, + "LDH_Level": 100.0499603, + "Calcium_Level": 10.45398522, + "Phosphorus_Level": 3.567513294, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.18446063, + "White_Blood_Cell_Count": 6.788987421, + "Platelet_Count": 263.2970534, + "Albumin_Level": 4.621658331, + "Alkaline_Phosphatase_Level": 31.33036204, + "Alanine_Aminotransferase_Level": 21.73728035, + "Aspartate_Aminotransferase_Level": 10.77446148, + "Creatinine_Level": 0.958678737, + "LDH_Level": 204.0971466, + "Calcium_Level": 9.850084606, + "Phosphorus_Level": 4.20944602, + "Glucose_Level": 116.2916854, + "Potassium_Level": 4.076874417, + "Sodium_Level": 141.5892512, + "Smoking_Pack_Years": 14.00831672 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.92470802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.61146997, + "White_Blood_Cell_Count": 8.091872565, + "Platelet_Count": 233.9585929, + "Albumin_Level": 3.583771645, + "Alkaline_Phosphatase_Level": 68.5704719, + "Alanine_Aminotransferase_Level": 7.80607584, + "Aspartate_Aminotransferase_Level": 25.9487217, + "Creatinine_Level": 0.671999911, + "LDH_Level": 170.1044842, + "Calcium_Level": 10.45210833, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.96141226, + "White_Blood_Cell_Count": 9.065707766, + "Platelet_Count": 332.336789, + "Albumin_Level": 4.628306177, + "Alkaline_Phosphatase_Level": 48.48385377, + "Alanine_Aminotransferase_Level": 15.50710944, + "Aspartate_Aminotransferase_Level": 17.05132361, + "Creatinine_Level": 0.675933174, + "LDH_Level": 167.0066594, + "Calcium_Level": 9.783431098, + "Phosphorus_Level": 4.310391253, + "Glucose_Level": 92.24406505, + "Potassium_Level": 3.854685245, + "Sodium_Level": 135.2331263, + "Smoking_Pack_Years": 90.05523795 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 10.28017046, + "Phosphorus_Level": 4.542361791, + "Glucose_Level": 123.3034467, + "Potassium_Level": 4.04506158, + "Sodium_Level": 144.469298, + "Smoking_Pack_Years": 10.37368202 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.21945814, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.13550678, + "White_Blood_Cell_Count": 9.888967167, + "Platelet_Count": 157.6559981, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.4240145, + "White_Blood_Cell_Count": 4.148843481, + "Platelet_Count": 347.3103987, + "Albumin_Level": 3.338972639, + "Alkaline_Phosphatase_Level": 79.09717848, + "Alanine_Aminotransferase_Level": 35.3110453, + "Aspartate_Aminotransferase_Level": 20.10693406, + "Creatinine_Level": 0.883251271, + "LDH_Level": 244.8908354, + "Calcium_Level": 8.31992462, + "Phosphorus_Level": 4.89490886, + "Glucose_Level": 134.6145908, + "Potassium_Level": 4.977091793, + "Sodium_Level": 140.7262981, + "Smoking_Pack_Years": 94.42560973 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.45611276, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.59038228, + "White_Blood_Cell_Count": 5.809603146, + "Platelet_Count": 356.5691323, + "Albumin_Level": 4.315428908, + "Alkaline_Phosphatase_Level": 115.7445361, + "Alanine_Aminotransferase_Level": 38.58633302, + "Aspartate_Aminotransferase_Level": 48.32640602, + "Creatinine_Level": 0.612915146, + "LDH_Level": 196.6684344, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.23783924, + "White_Blood_Cell_Count": 6.396576027, + "Platelet_Count": 247.9179324, + "Albumin_Level": 4.370637539, + "Alkaline_Phosphatase_Level": 39.9032386, + "Alanine_Aminotransferase_Level": 5.189838875, + "Aspartate_Aminotransferase_Level": 45.05398935, + "Creatinine_Level": 0.53690857, + "LDH_Level": 115.1714673, + "Calcium_Level": 8.21197458, + "Phosphorus_Level": 3.18344459, + "Glucose_Level": 96.63449967, + "Potassium_Level": 3.582534564, + "Sodium_Level": 141.5046568, + "Smoking_Pack_Years": 66.60427729 + }, + { + "Age": 74, + "Gender": "Female", + 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131.4265293, + "Calcium_Level": 9.842028883, + "Phosphorus_Level": 3.136958508, + "Glucose_Level": 87.34052571, + "Potassium_Level": 4.866877751, + "Sodium_Level": 138.5963542, + "Smoking_Pack_Years": 86.46813337 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.51728251, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.77413625, + "White_Blood_Cell_Count": 5.323848727, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.26284088, + "White_Blood_Cell_Count": 8.542065142, + "Platelet_Count": 285.0285283, + "Albumin_Level": 3.618853475, + "Alkaline_Phosphatase_Level": 71.4281772, + "Alanine_Aminotransferase_Level": 33.58891858, + "Aspartate_Aminotransferase_Level": 46.86266151, + "Creatinine_Level": 0.904111335, + "LDH_Level": 128.1397416, + "Calcium_Level": 8.09833925, + "Phosphorus_Level": 2.942335168, + "Glucose_Level": 79.38895243, + "Potassium_Level": 4.172801178, + "Sodium_Level": 137.3651004, + "Smoking_Pack_Years": 91.01602578 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.27776242, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.12357097, + "White_Blood_Cell_Count": 6.194797605, + "Platelet_Count": 239.4647664, + "Albumin_Level": 4.272114106, + "Alkaline_Phosphatase_Level": 78.75040724, + "Alanine_Aminotransferase_Level": 28.41661463, + "Aspartate_Aminotransferase_Level": 26.4070734, + "Creatinine_Level": 0.981016754, + "LDH_Level": 128.3779267, + "Calcium_Level": 8.020821594, + "Phosphorus_Level": 4.321123725, + "Glucose_Level": 117.4262334, + "Potassium_Level": 3.995237436, + "Sodium_Level": 141.6891208, + "Smoking_Pack_Years": 53.82103091 + }, + { 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0.844778774, + "LDH_Level": 175.8078349, + "Calcium_Level": 9.574266172, + "Phosphorus_Level": 3.971231192, + "Glucose_Level": 110.3154163, + "Potassium_Level": 4.058121484, + "Sodium_Level": 141.1109393, + "Smoking_Pack_Years": 90.52788694 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.90944269, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.5871836, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.35626025, + "White_Blood_Cell_Count": 8.975337412, + "Platelet_Count": 230.1489341, + "Albumin_Level": 4.236522347, + "Alkaline_Phosphatase_Level": 118.3974798, + "Alanine_Aminotransferase_Level": 22.87869038, + "Aspartate_Aminotransferase_Level": 25.87639646, + "Creatinine_Level": 0.77147788, + "LDH_Level": 111.7094857, + "Calcium_Level": 9.799517027, + "Phosphorus_Level": 3.722954258, + "Glucose_Level": 99.6415268, + "Potassium_Level": 4.924810342, + "Sodium_Level": 136.2413466, + "Smoking_Pack_Years": 17.59058468 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.71115561, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.43936677, + "White_Blood_Cell_Count": 4.878431008, + "Platelet_Count": 375.7045616, + "Albumin_Level": 3.114569914, + "Alkaline_Phosphatase_Level": 114.9459821, + "Alanine_Aminotransferase_Level": 12.52245188, + "Aspartate_Aminotransferase_Level": 42.28055235, + "Creatinine_Level": 0.5623043, + "LDH_Level": 130.7636173, + "Calcium_Level": 8.926901527, + "Phosphorus_Level": 3.59961424, + "Glucose_Level": 133.0650045, + "Potassium_Level": 4.077699021, + "Sodium_Level": 139.6286723, + "Smoking_Pack_Years": 45.15456622 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.9559812, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.84013387, + "White_Blood_Cell_Count": 4.095387828, + "Platelet_Count": 326.1330746, + "Albumin_Level": 3.788961767, + "Alkaline_Phosphatase_Level": 47.2810371, + "Alanine_Aminotransferase_Level": 6.721202643, + "Aspartate_Aminotransferase_Level": 16.84807093, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.18674881, + "White_Blood_Cell_Count": 9.691085925, + "Platelet_Count": 184.5573503, + "Albumin_Level": 4.777413665, + "Alkaline_Phosphatase_Level": 37.40940871, + "Alanine_Aminotransferase_Level": 11.7418378, + "Aspartate_Aminotransferase_Level": 43.6074441, + "Creatinine_Level": 1.153521565, + "LDH_Level": 129.5572957, + "Calcium_Level": 8.158230301, + "Phosphorus_Level": 3.115373192, + "Glucose_Level": 85.10990858, + "Potassium_Level": 3.620991576, + "Sodium_Level": 139.8775287, + "Smoking_Pack_Years": 88.87572898 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.35746575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.3124673, + "White_Blood_Cell_Count": 3.842211062, + "Platelet_Count": 339.7552912, + "Albumin_Level": 4.063984007, + "Alkaline_Phosphatase_Level": 72.20878292, + "Alanine_Aminotransferase_Level": 29.66637525, + "Aspartate_Aminotransferase_Level": 27.16979819, + "Creatinine_Level": 0.727232509, + "LDH_Level": 235.7179577, + "Calcium_Level": 10.21422301, + "Phosphorus_Level": 4.98427333, + "Glucose_Level": 71.08113981, + "Potassium_Level": 3.609918704, + "Sodium_Level": 140.1533239, + "Smoking_Pack_Years": 25.40627111 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.77607066, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.1703193, + "White_Blood_Cell_Count": 9.240958719, + "Platelet_Count": 257.2796153, + "Albumin_Level": 4.611286969, + "Alkaline_Phosphatase_Level": 38.32753777, + "Alanine_Aminotransferase_Level": 13.34991967, + "Aspartate_Aminotransferase_Level": 24.42892333, + "Creatinine_Level": 1.077932127, + "LDH_Level": 160.2082468, + "Calcium_Level": 9.100283938, + "Phosphorus_Level": 3.426988917, + "Glucose_Level": 82.83180116, + "Potassium_Level": 4.852019009, + "Sodium_Level": 141.5806727, + "Smoking_Pack_Years": 6.966125486 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.60271589, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.53158868, + "White_Blood_Cell_Count": 9.570431567, + "Platelet_Count": 331.225235, + "Albumin_Level": 3.18102786, + "Alkaline_Phosphatase_Level": 51.62521375, + 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120, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.87876196, + "White_Blood_Cell_Count": 5.903110153, + "Platelet_Count": 419.8182157, + "Albumin_Level": 4.30353501, + "Alkaline_Phosphatase_Level": 42.0347213, + "Alanine_Aminotransferase_Level": 15.04166413, + "Aspartate_Aminotransferase_Level": 17.23071825, + "Creatinine_Level": 1.380392702, + "LDH_Level": 180.4319937, + "Calcium_Level": 8.982880708, + "Phosphorus_Level": 2.832066772, + "Glucose_Level": 96.76774636, + "Potassium_Level": 4.104714371, + "Sodium_Level": 143.1793872, + "Smoking_Pack_Years": 1.885522545 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.2958285, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.14987956, + "White_Blood_Cell_Count": 7.717350969, + "Platelet_Count": 440.5497903, + "Albumin_Level": 3.372082727, + "Alkaline_Phosphatase_Level": 41.86892253, + "Alanine_Aminotransferase_Level": 11.33965264, + "Aspartate_Aminotransferase_Level": 45.1802467, + "Creatinine_Level": 0.629637178, + "LDH_Level": 197.1274286, + "Calcium_Level": 9.652087082, + "Phosphorus_Level": 2.896364508, + "Glucose_Level": 129.27182, + "Potassium_Level": 4.435885173, + "Sodium_Level": 136.304236, + "Smoking_Pack_Years": 1.227987358 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.9251241, + "Tumor_Location": "Lower 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72.72181389, + "Potassium_Level": 4.370333948, + "Sodium_Level": 143.0723701, + "Smoking_Pack_Years": 28.09897969 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.19811602, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.55097506, + "White_Blood_Cell_Count": 9.674590152, + "Platelet_Count": 190.762054, + "Albumin_Level": 3.980736712, + "Alkaline_Phosphatase_Level": 102.0003495, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.93919718, + "White_Blood_Cell_Count": 5.137774964, + "Platelet_Count": 393.0438077, + "Albumin_Level": 3.638964898, + "Alkaline_Phosphatase_Level": 98.158041, + "Alanine_Aminotransferase_Level": 22.91061466, + "Aspartate_Aminotransferase_Level": 47.94512404, + "Creatinine_Level": 0.953903203, + "LDH_Level": 192.7214011, + "Calcium_Level": 9.300956921, + "Phosphorus_Level": 4.978239882, + "Glucose_Level": 93.44254694, + "Potassium_Level": 3.627074938, + "Sodium_Level": 137.7970798, + "Smoking_Pack_Years": 94.1090812 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.51846675, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.86934642, + "White_Blood_Cell_Count": 7.163565069, + "Platelet_Count": 192.0847766, + "Albumin_Level": 3.778654067, + "Alkaline_Phosphatase_Level": 92.77334589, + "Alanine_Aminotransferase_Level": 29.1409085, + "Aspartate_Aminotransferase_Level": 24.26972493, + "Creatinine_Level": 0.916727388, + "LDH_Level": 121.9028631, + "Calcium_Level": 8.018582411, + "Phosphorus_Level": 3.605040161, + "Glucose_Level": 111.0912542, + "Potassium_Level": 4.750250017, + "Sodium_Level": 143.2868977, + "Smoking_Pack_Years": 63.90234224 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.90037275, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.82331258, + "White_Blood_Cell_Count": 5.897480097, + "Platelet_Count": 283.0156327, + "Albumin_Level": 3.607616453, + "Alkaline_Phosphatase_Level": 117.8236976, + "Alanine_Aminotransferase_Level": 12.98627302, + "Aspartate_Aminotransferase_Level": 28.79534388, + "Creatinine_Level": 0.872174149, + "LDH_Level": 191.5882121, + "Calcium_Level": 9.515929831, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.08626701, + "White_Blood_Cell_Count": 9.790912148, + "Platelet_Count": 152.5521824, + "Albumin_Level": 3.014760039, + "Alkaline_Phosphatase_Level": 38.76102792, + "Alanine_Aminotransferase_Level": 28.24645335, + "Aspartate_Aminotransferase_Level": 47.94250407, + "Creatinine_Level": 1.222452501, + "LDH_Level": 231.9106895, + "Calcium_Level": 8.921047221, + "Phosphorus_Level": 3.762188013, + "Glucose_Level": 145.2401578, + "Potassium_Level": 3.976909584, + "Sodium_Level": 136.4648088, + "Smoking_Pack_Years": 34.82065571 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.2649191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.26083435, + "White_Blood_Cell_Count": 8.464707318, + "Platelet_Count": 357.4286442, + "Albumin_Level": 4.541850627, + "Alkaline_Phosphatase_Level": 109.9814794, + "Alanine_Aminotransferase_Level": 12.8092636, + "Aspartate_Aminotransferase_Level": 45.9718533, + "Creatinine_Level": 1.47063056, + "LDH_Level": 167.8898898, + "Calcium_Level": 9.000837056, + "Phosphorus_Level": 3.194065857, + "Glucose_Level": 118.0782696, + "Potassium_Level": 4.813332578, + "Sodium_Level": 142.4902096, + "Smoking_Pack_Years": 25.45203706 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.31505228, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.8371202, + "White_Blood_Cell_Count": 4.473110707, + "Platelet_Count": 355.340636, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.41635496, + "White_Blood_Cell_Count": 4.406411934, + "Platelet_Count": 195.6207034, + "Albumin_Level": 4.405805078, + "Alkaline_Phosphatase_Level": 94.67125637, + "Alanine_Aminotransferase_Level": 34.03496565, + "Aspartate_Aminotransferase_Level": 25.98456374, + "Creatinine_Level": 0.565379107, + "LDH_Level": 230.6311504, + "Calcium_Level": 10.18820337, + "Phosphorus_Level": 4.624668616, + "Glucose_Level": 78.5031739, + "Potassium_Level": 3.539232834, + "Sodium_Level": 142.6623046, + "Smoking_Pack_Years": 66.14072079 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": 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112.1707036, + "Calcium_Level": 8.694338067, + "Phosphorus_Level": 4.82127862, + "Glucose_Level": 86.91035819, + "Potassium_Level": 4.982866484, + "Sodium_Level": 141.4413986, + "Smoking_Pack_Years": 57.03014089 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.44722523, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.59868501, + "White_Blood_Cell_Count": 4.559248559, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.54432985, + "White_Blood_Cell_Count": 5.245669716, + "Platelet_Count": 165.6526096, + "Albumin_Level": 3.338797765, + "Alkaline_Phosphatase_Level": 62.09443193, + "Alanine_Aminotransferase_Level": 19.7780831, + "Aspartate_Aminotransferase_Level": 42.7720158, + "Creatinine_Level": 1.193917215, + "LDH_Level": 218.5180695, + "Calcium_Level": 9.148477315, + "Phosphorus_Level": 4.190684884, + "Glucose_Level": 122.6215623, + "Potassium_Level": 4.283234261, + "Sodium_Level": 135.986757, + "Smoking_Pack_Years": 96.8091598 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.06316502, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.50003324, + "White_Blood_Cell_Count": 7.803237724, + "Platelet_Count": 207.236976, + "Albumin_Level": 4.511403654, + "Alkaline_Phosphatase_Level": 99.5121646, + "Alanine_Aminotransferase_Level": 18.47214238, + "Aspartate_Aminotransferase_Level": 24.45755517, + "Creatinine_Level": 0.730682151, + "LDH_Level": 135.3766599, + "Calcium_Level": 10.2938645, + "Phosphorus_Level": 3.488276872, + "Glucose_Level": 143.658151, + "Potassium_Level": 4.568736202, + "Sodium_Level": 139.3011168, + "Smoking_Pack_Years": 31.05931467 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.66375912, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.38377437, + "White_Blood_Cell_Count": 9.694973679, + "Platelet_Count": 448.3296836, + "Albumin_Level": 4.350436767, + "Alkaline_Phosphatase_Level": 32.69620895, + "Alanine_Aminotransferase_Level": 12.51526563, + "Aspartate_Aminotransferase_Level": 35.31402609, + "Creatinine_Level": 0.711609388, + "LDH_Level": 126.2306145, + "Calcium_Level": 9.477290524, + "Phosphorus_Level": 4.52664142, + "Glucose_Level": 105.8428825, + "Potassium_Level": 3.97684551, + "Sodium_Level": 139.9227056, + "Smoking_Pack_Years": 63.96174772 + }, + { 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0.579809893, + "LDH_Level": 112.7724024, + "Calcium_Level": 10.42996569, + "Phosphorus_Level": 3.578738625, + "Glucose_Level": 129.5752631, + "Potassium_Level": 4.475842626, + "Sodium_Level": 144.3806642, + "Smoking_Pack_Years": 25.63593574 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.92539923, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.63129121, + 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"Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.27741238, + "White_Blood_Cell_Count": 8.248879168, + "Platelet_Count": 275.855942, + "Albumin_Level": 3.327546905, + "Alkaline_Phosphatase_Level": 59.93224074, + "Alanine_Aminotransferase_Level": 7.451789295, + "Aspartate_Aminotransferase_Level": 49.71778311, + "Creatinine_Level": 0.614092806, + "LDH_Level": 116.2406061, + "Calcium_Level": 10.16971944, + "Phosphorus_Level": 3.936708314, + "Glucose_Level": 112.2590567, + "Potassium_Level": 4.35414636, + "Sodium_Level": 141.875112, + "Smoking_Pack_Years": 5.512462973 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.15369776, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.5087982, + "White_Blood_Cell_Count": 9.37727619, + "Platelet_Count": 406.1059582, + "Albumin_Level": 3.786537535, + "Alkaline_Phosphatase_Level": 95.30854062, + "Alanine_Aminotransferase_Level": 35.30897427, + "Aspartate_Aminotransferase_Level": 37.82657221, + "Creatinine_Level": 1.232198594, + "LDH_Level": 209.1245787, + "Calcium_Level": 9.288851499, + "Phosphorus_Level": 2.501688448, + "Glucose_Level": 135.3251327, + "Potassium_Level": 3.893556788, + "Sodium_Level": 139.2146537, + "Smoking_Pack_Years": 96.20895528 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.62014826, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.8346405, + "White_Blood_Cell_Count": 6.62561512, + "Platelet_Count": 381.5791518, + "Albumin_Level": 4.073658135, + "Alkaline_Phosphatase_Level": 69.85447464, + "Alanine_Aminotransferase_Level": 22.62832833, + "Aspartate_Aminotransferase_Level": 44.23890038, + "Creatinine_Level": 0.741984229, + "LDH_Level": 122.8722252, + "Calcium_Level": 9.98206408, + "Phosphorus_Level": 3.219900869, + "Glucose_Level": 139.2244909, + "Potassium_Level": 4.265736739, + "Sodium_Level": 143.729667, + "Smoking_Pack_Years": 82.75648393 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.30568135, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.46880342, + "White_Blood_Cell_Count": 5.402410614, + "Platelet_Count": 363.7623734, + "Albumin_Level": 3.080403384, + "Alkaline_Phosphatase_Level": 90.64582694, + "Alanine_Aminotransferase_Level": 38.06657445, + "Aspartate_Aminotransferase_Level": 12.93976527, + "Creatinine_Level": 0.803658295, + "LDH_Level": 155.2580524, + "Calcium_Level": 8.783850529, + "Phosphorus_Level": 2.64444761, + "Glucose_Level": 139.1355154, + "Potassium_Level": 4.08721925, + "Sodium_Level": 141.1337515, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.56542478, + "White_Blood_Cell_Count": 7.110806094, + "Platelet_Count": 402.2447051, + "Albumin_Level": 4.934507837, + "Alkaline_Phosphatase_Level": 94.47594463, + "Alanine_Aminotransferase_Level": 9.239480859, + "Aspartate_Aminotransferase_Level": 17.03686716, + "Creatinine_Level": 1.164289171, + "LDH_Level": 115.9213667, + "Calcium_Level": 10.11061868, + "Phosphorus_Level": 4.143303486, + "Glucose_Level": 80.95732127, + "Potassium_Level": 4.199217663, + "Sodium_Level": 144.3745462, + "Smoking_Pack_Years": 54.32793576 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.76165057, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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99, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.54954158, + "White_Blood_Cell_Count": 7.888193838, + "Platelet_Count": 257.1822042, + "Albumin_Level": 4.603921561, + "Alkaline_Phosphatase_Level": 57.47666638, + "Alanine_Aminotransferase_Level": 12.22364108, + "Aspartate_Aminotransferase_Level": 20.19022354, + "Creatinine_Level": 0.512065613, + "LDH_Level": 158.2609784, + "Calcium_Level": 9.702938758, + "Phosphorus_Level": 3.210349051, + "Glucose_Level": 136.0207906, + "Potassium_Level": 4.403164817, + "Sodium_Level": 138.3166419, + "Smoking_Pack_Years": 67.66543048 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.48929542, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.63256431, + "White_Blood_Cell_Count": 7.93724807, + "Platelet_Count": 331.3486692, + "Albumin_Level": 3.045273024, + "Alkaline_Phosphatase_Level": 40.47340524, + "Alanine_Aminotransferase_Level": 15.2401197, + "Aspartate_Aminotransferase_Level": 48.09358507, + "Creatinine_Level": 1.231077049, + "LDH_Level": 234.8208367, + "Calcium_Level": 9.038947967, + "Phosphorus_Level": 3.606170385, + "Glucose_Level": 87.76167553, + "Potassium_Level": 4.863177843, + "Sodium_Level": 139.5212853, + "Smoking_Pack_Years": 32.94483788 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.74261356, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.71001289, + "White_Blood_Cell_Count": 9.215409292, + "Platelet_Count": 406.7800778, + "Albumin_Level": 4.896387549, + "Alkaline_Phosphatase_Level": 33.8750885, + "Alanine_Aminotransferase_Level": 25.81780474, + "Aspartate_Aminotransferase_Level": 44.57842081, + "Creatinine_Level": 0.659214104, + "LDH_Level": 220.2045239, + "Calcium_Level": 9.054943968, + "Phosphorus_Level": 3.557419647, + "Glucose_Level": 88.25245504, + "Potassium_Level": 4.714270292, + "Sodium_Level": 139.6329229, + "Smoking_Pack_Years": 63.03774047 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.95767569, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.52832548, + "White_Blood_Cell_Count": 9.702387971, + "Platelet_Count": 390.9009704, + "Albumin_Level": 4.81899072, + "Alkaline_Phosphatase_Level": 61.70960963, + "Alanine_Aminotransferase_Level": 16.98140991, + "Aspartate_Aminotransferase_Level": 15.9275597, + "Creatinine_Level": 1.198732906, + "LDH_Level": 196.5472579, + "Calcium_Level": 8.921144595, + "Phosphorus_Level": 2.952612389, + "Glucose_Level": 100.2337932, + "Potassium_Level": 3.904450659, + "Sodium_Level": 143.893278, + "Smoking_Pack_Years": 91.22715007 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.36820332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.35403538, + "White_Blood_Cell_Count": 9.348496101, + "Platelet_Count": 350.7260464, + "Albumin_Level": 3.132824525, + "Alkaline_Phosphatase_Level": 30.69005403, + "Alanine_Aminotransferase_Level": 22.12460814, + "Aspartate_Aminotransferase_Level": 42.66469654, + "Creatinine_Level": 1.425223113, + "LDH_Level": 180.9619748, + "Calcium_Level": 10.30197884, + "Phosphorus_Level": 3.34773686, + "Glucose_Level": 77.91022268, + "Potassium_Level": 4.976057332, + "Sodium_Level": 138.2275261, + "Smoking_Pack_Years": 54.38285636 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.94907752, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.54609734, + "White_Blood_Cell_Count": 6.807413556, + "Platelet_Count": 279.7826394, + "Albumin_Level": 3.244871077, + "Alkaline_Phosphatase_Level": 108.3925159, + "Alanine_Aminotransferase_Level": 31.48895383, + "Aspartate_Aminotransferase_Level": 16.97972811, + "Creatinine_Level": 0.890076599, + "LDH_Level": 169.983294, + "Calcium_Level": 8.543826253, + "Phosphorus_Level": 4.521639852, + "Glucose_Level": 93.91164601, + "Potassium_Level": 4.922366392, + "Sodium_Level": 142.8613247, + "Smoking_Pack_Years": 97.72721033 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.21784286, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.46147357, + "White_Blood_Cell_Count": 4.321645689, + "Platelet_Count": 172.2309971, + "Albumin_Level": 3.657114415, + "Alkaline_Phosphatase_Level": 73.3285622, + "Alanine_Aminotransferase_Level": 19.68944964, + "Aspartate_Aminotransferase_Level": 23.4816896, + "Creatinine_Level": 0.718142995, + "LDH_Level": 161.6844178, + "Calcium_Level": 9.323246731, + "Phosphorus_Level": 2.72196209, + "Glucose_Level": 126.0728417, + "Potassium_Level": 3.813498608, + "Sodium_Level": 137.4068921, + "Smoking_Pack_Years": 96.38603034 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.60122324, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.95943292, + "White_Blood_Cell_Count": 3.988438618, + "Platelet_Count": 280.4916876, + "Albumin_Level": 4.60879351, + "Alkaline_Phosphatase_Level": 75.10354461, + "Alanine_Aminotransferase_Level": 24.46369929, + "Aspartate_Aminotransferase_Level": 48.35235491, + "Creatinine_Level": 0.557986131, + "LDH_Level": 241.6364666, + "Calcium_Level": 8.498185164, + "Phosphorus_Level": 4.870073362, + "Glucose_Level": 111.7340695, + "Potassium_Level": 4.794799717, + "Sodium_Level": 143.3841392, + "Smoking_Pack_Years": 87.60891356 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.87087898, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.68208252, + "White_Blood_Cell_Count": 7.388051689, + "Platelet_Count": 416.8670222, + "Albumin_Level": 4.572012353, + "Alkaline_Phosphatase_Level": 111.9392617, + "Alanine_Aminotransferase_Level": 17.37133936, + "Aspartate_Aminotransferase_Level": 14.55934371, + "Creatinine_Level": 0.866552173, + "LDH_Level": 134.7888245, + "Calcium_Level": 8.050424524, + "Phosphorus_Level": 4.28287094, + "Glucose_Level": 139.9548166, + "Potassium_Level": 4.601502909, + "Sodium_Level": 141.7433548, + "Smoking_Pack_Years": 20.00311203 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": 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9.944376921, + "Phosphorus_Level": 4.27945188, + "Glucose_Level": 88.94309956, + "Potassium_Level": 3.590537254, + "Sodium_Level": 137.5111584, + "Smoking_Pack_Years": 37.65203253 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.34153637, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.01346014, + "White_Blood_Cell_Count": 9.301693929, + "Platelet_Count": 305.6252201, + "Albumin_Level": 3.685948109, + "Alkaline_Phosphatase_Level": 103.3425473, + "Alanine_Aminotransferase_Level": 36.35354164, + "Aspartate_Aminotransferase_Level": 37.67389968, + "Creatinine_Level": 0.986420705, + "LDH_Level": 241.6226691, + "Calcium_Level": 10.47658633, + "Phosphorus_Level": 4.642650654, + "Glucose_Level": 99.19052457, + "Potassium_Level": 3.825224513, + "Sodium_Level": 140.1171421, + "Smoking_Pack_Years": 71.95085762 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.94647335, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.93027744, + "White_Blood_Cell_Count": 8.881614668, + "Platelet_Count": 335.476689, + "Albumin_Level": 4.281694105, + "Alkaline_Phosphatase_Level": 86.50649215, + "Alanine_Aminotransferase_Level": 23.01191936, + "Aspartate_Aminotransferase_Level": 22.53099073, + "Creatinine_Level": 1.041966955, + "LDH_Level": 191.2057553, + "Calcium_Level": 8.08332842, + "Phosphorus_Level": 4.116315426, + "Glucose_Level": 135.0219203, + "Potassium_Level": 3.957022691, + "Sodium_Level": 143.8436469, + "Smoking_Pack_Years": 50.75212624 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.97118805, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.17130945, + "White_Blood_Cell_Count": 8.140791514, + "Platelet_Count": 326.5607495, + "Albumin_Level": 3.50043748, + "Alkaline_Phosphatase_Level": 38.20062255, + "Alanine_Aminotransferase_Level": 11.11803746, + "Aspartate_Aminotransferase_Level": 15.30922819, + "Creatinine_Level": 1.158540596, + "LDH_Level": 225.6752765, + "Calcium_Level": 8.129378978, + "Phosphorus_Level": 4.602259074, + "Glucose_Level": 119.3227895, + "Potassium_Level": 3.552130778, + "Sodium_Level": 135.472421, + "Smoking_Pack_Years": 25.92611776 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.76604032, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.64706006, + "White_Blood_Cell_Count": 5.445866843, + "Platelet_Count": 390.7922594, + "Albumin_Level": 4.774897586, + "Alkaline_Phosphatase_Level": 93.17673584, + "Alanine_Aminotransferase_Level": 33.29442632, + "Aspartate_Aminotransferase_Level": 45.96252279, + "Creatinine_Level": 1.38805352, + "LDH_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.44483456, + "White_Blood_Cell_Count": 6.373870557, + "Platelet_Count": 150.32924, + "Albumin_Level": 3.416416613, + "Alkaline_Phosphatase_Level": 107.4270039, + "Alanine_Aminotransferase_Level": 29.6331935, + "Aspartate_Aminotransferase_Level": 33.18214641, + "Creatinine_Level": 0.846038644, + "LDH_Level": 155.6409005, + "Calcium_Level": 8.25035394, + "Phosphorus_Level": 3.407753224, + "Glucose_Level": 120.7396545, + "Potassium_Level": 3.714739379, + "Sodium_Level": 140.3085074, + "Smoking_Pack_Years": 0.706208142 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.45030771, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.8007437, + "White_Blood_Cell_Count": 4.445687809, + "Platelet_Count": 431.6893442, + "Albumin_Level": 3.129856201, + "Alkaline_Phosphatase_Level": 69.52787151, + "Alanine_Aminotransferase_Level": 23.73019206, + "Aspartate_Aminotransferase_Level": 30.48228706, + "Creatinine_Level": 0.70374169, + "LDH_Level": 153.0861459, + "Calcium_Level": 8.91543199, + "Phosphorus_Level": 2.582662553, + "Glucose_Level": 105.3927781, + "Potassium_Level": 4.916964211, + "Sodium_Level": 138.4054682, + "Smoking_Pack_Years": 45.86403083 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.01065474, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.11001609, + "White_Blood_Cell_Count": 7.262937278, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.60962149, + "White_Blood_Cell_Count": 9.480953639, + "Platelet_Count": 259.4161961, + "Albumin_Level": 3.74273004, + "Alkaline_Phosphatase_Level": 115.4653573, + "Alanine_Aminotransferase_Level": 25.43052147, + "Aspartate_Aminotransferase_Level": 49.8304415, + "Creatinine_Level": 0.737105117, + "LDH_Level": 107.2024784, + "Calcium_Level": 10.05206517, + "Phosphorus_Level": 3.027840878, + "Glucose_Level": 137.4070524, + "Potassium_Level": 3.787499801, + "Sodium_Level": 138.6466165, + "Smoking_Pack_Years": 82.37893514 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.82005086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.88331191, + "White_Blood_Cell_Count": 7.62926057, + "Platelet_Count": 379.4569307, + "Albumin_Level": 4.846293937, + "Alkaline_Phosphatase_Level": 44.53166223, + "Alanine_Aminotransferase_Level": 29.59158948, + "Aspartate_Aminotransferase_Level": 21.54995878, + "Creatinine_Level": 0.62961239, + "LDH_Level": 204.0141049, + "Calcium_Level": 10.10834812, + "Phosphorus_Level": 3.148916288, + "Glucose_Level": 125.572118, + "Potassium_Level": 4.088537999, + "Sodium_Level": 136.9885945, + "Smoking_Pack_Years": 70.70054788 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.14698344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.79844439, + "White_Blood_Cell_Count": 6.513720037, + "Platelet_Count": 439.9588989, + "Albumin_Level": 4.681105163, + "Alkaline_Phosphatase_Level": 98.90808327, + "Alanine_Aminotransferase_Level": 36.51229793, + "Aspartate_Aminotransferase_Level": 21.12093255, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.80212269, + "White_Blood_Cell_Count": 7.606304011, + "Platelet_Count": 183.7947642, + "Albumin_Level": 3.076645618, + "Alkaline_Phosphatase_Level": 55.59734206, + "Alanine_Aminotransferase_Level": 25.0618698, + "Aspartate_Aminotransferase_Level": 41.28516341, + "Creatinine_Level": 0.637110017, + "LDH_Level": 123.4393098, + "Calcium_Level": 9.735528676, + "Phosphorus_Level": 4.964763202, + "Glucose_Level": 96.74685863, + "Potassium_Level": 4.625336285, + "Sodium_Level": 142.6675158, + "Smoking_Pack_Years": 94.95315467 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.90881142, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 26.64663321, + "Creatinine_Level": 1.108623686, + "LDH_Level": 101.97184, + "Calcium_Level": 8.506345513, + "Phosphorus_Level": 2.815278983, + "Glucose_Level": 109.1022102, + "Potassium_Level": 4.103358104, + "Sodium_Level": 142.3408251, + "Smoking_Pack_Years": 27.05804524 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.35319083, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 108, + 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.68940728, + "White_Blood_Cell_Count": 3.95811331, + "Platelet_Count": 206.0961736, + "Albumin_Level": 4.630961842, + "Alkaline_Phosphatase_Level": 36.38334696, + "Alanine_Aminotransferase_Level": 19.39477351, + "Aspartate_Aminotransferase_Level": 23.84459426, + "Creatinine_Level": 0.750581721, + "LDH_Level": 191.4680341, + "Calcium_Level": 8.989103151, + "Phosphorus_Level": 3.066728962, + "Glucose_Level": 113.4715056, + "Potassium_Level": 4.127902864, + "Sodium_Level": 142.3494974, + "Smoking_Pack_Years": 77.94993491 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.74335095, + "Tumor_Location": "Upper Lobe", + "Stage": 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"Alanine_Aminotransferase_Level": 23.74138514, + "Aspartate_Aminotransferase_Level": 30.02395715, + "Creatinine_Level": 0.970422305, + "LDH_Level": 173.9639699, + "Calcium_Level": 9.064984956, + "Phosphorus_Level": 4.557192317, + "Glucose_Level": 72.06749928, + "Potassium_Level": 3.639787758, + "Sodium_Level": 136.954567, + "Smoking_Pack_Years": 60.36851715 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.19467028, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.37830083, + "White_Blood_Cell_Count": 6.504748901, + "Platelet_Count": 328.7518896, + "Albumin_Level": 4.164285073, + "Alkaline_Phosphatase_Level": 39.37618745, + "Alanine_Aminotransferase_Level": 25.35594849, + "Aspartate_Aminotransferase_Level": 19.12197313, + "Creatinine_Level": 0.710585695, + "LDH_Level": 109.1479914, + "Calcium_Level": 8.850798288, + "Phosphorus_Level": 3.260385364, + "Glucose_Level": 120.5339706, + "Potassium_Level": 4.26486798, + "Sodium_Level": 136.4850754, + "Smoking_Pack_Years": 60.81625434 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.4222544, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.6871307, + "White_Blood_Cell_Count": 7.837951093, + "Platelet_Count": 290.673728, + "Albumin_Level": 4.525823722, + "Alkaline_Phosphatase_Level": 72.00232949, + "Alanine_Aminotransferase_Level": 37.99788224, + "Aspartate_Aminotransferase_Level": 36.08514786, + "Creatinine_Level": 1.236607675, + "LDH_Level": 122.8948064, + "Calcium_Level": 9.554658, + "Phosphorus_Level": 4.714179113, + "Glucose_Level": 113.1904622, + "Potassium_Level": 3.983187332, + "Sodium_Level": 141.7859474, + "Smoking_Pack_Years": 69.42907874 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.49629246, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 10.32962944, + "Aspartate_Aminotransferase_Level": 22.71169072, + "Creatinine_Level": 0.888261487, + "LDH_Level": 183.981908, + "Calcium_Level": 8.612430254, + "Phosphorus_Level": 3.041821533, + "Glucose_Level": 73.01714381, + "Potassium_Level": 3.787226828, + "Sodium_Level": 144.0797779, + "Smoking_Pack_Years": 18.02297946 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.82641815, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.37929975, + "White_Blood_Cell_Count": 9.556123041, + "Platelet_Count": 280.9344247, + "Albumin_Level": 3.977461317, + "Alkaline_Phosphatase_Level": 102.323981, + "Alanine_Aminotransferase_Level": 36.99152118, + "Aspartate_Aminotransferase_Level": 23.3717913, + "Creatinine_Level": 1.344996504, + "LDH_Level": 162.9695646, + "Calcium_Level": 9.594610543, + "Phosphorus_Level": 4.5806886, + "Glucose_Level": 93.90094878, + "Potassium_Level": 3.817105624, + "Sodium_Level": 139.8285288, + "Smoking_Pack_Years": 2.48417459 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.14730014, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.10821911, + "White_Blood_Cell_Count": 7.909911126, + "Platelet_Count": 228.0218065, + "Albumin_Level": 3.235067937, + "Alkaline_Phosphatase_Level": 109.3873272, + "Alanine_Aminotransferase_Level": 6.484470807, + "Aspartate_Aminotransferase_Level": 19.3027478, + "Creatinine_Level": 1.252793408, + "LDH_Level": 228.0159356, + "Calcium_Level": 8.147158559, + "Phosphorus_Level": 4.484534417, + "Glucose_Level": 83.89099702, + "Potassium_Level": 4.9179321, + "Sodium_Level": 142.8402339, + "Smoking_Pack_Years": 29.23465276 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.33821383, + "Tumor_Location": "Lower 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"Glucose_Level": 74.3899151, + "Potassium_Level": 3.898744988, + "Sodium_Level": 138.7753323, + "Smoking_Pack_Years": 31.3102677 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.54480073, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.25159053, + "White_Blood_Cell_Count": 5.179316368, + "Platelet_Count": 323.2687251, + "Albumin_Level": 3.242489284, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.37617815, + "White_Blood_Cell_Count": 9.990151677, + "Platelet_Count": 176.5481264, + "Albumin_Level": 4.40648108, + "Alkaline_Phosphatase_Level": 55.83807846, + "Alanine_Aminotransferase_Level": 6.334022144, + "Aspartate_Aminotransferase_Level": 27.78103991, + "Creatinine_Level": 0.661144167, + "LDH_Level": 247.657943, + "Calcium_Level": 8.248646578, + "Phosphorus_Level": 4.514891975, + "Glucose_Level": 89.81720873, + "Potassium_Level": 4.428874108, + "Sodium_Level": 138.9770085, + "Smoking_Pack_Years": 2.592904829 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.6479128, + "White_Blood_Cell_Count": 8.875419817, + "Platelet_Count": 411.7822185, + "Albumin_Level": 4.810308162, + "Alkaline_Phosphatase_Level": 37.29308965, + "Alanine_Aminotransferase_Level": 9.473935903, + "Aspartate_Aminotransferase_Level": 12.65394503, + "Creatinine_Level": 0.577342018, + "LDH_Level": 245.1631868, + "Calcium_Level": 9.854144247, + "Phosphorus_Level": 4.366475214, + "Glucose_Level": 70.33428537, + "Potassium_Level": 3.985653456, + "Sodium_Level": 144.555942, + "Smoking_Pack_Years": 19.22684937 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.143445798, + "Phosphorus_Level": 3.487326897, + "Glucose_Level": 136.7858793, + "Potassium_Level": 4.904092797, + "Sodium_Level": 142.1717123, + "Smoking_Pack_Years": 46.81999797 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.36400396, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.54310229, + "White_Blood_Cell_Count": 8.683333754, + "Platelet_Count": 188.4978266, 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.08604037, + "White_Blood_Cell_Count": 8.87137015, + "Platelet_Count": 230.566825, + "Albumin_Level": 3.419016945, + "Alkaline_Phosphatase_Level": 88.45836975, + "Alanine_Aminotransferase_Level": 16.33383465, + "Aspartate_Aminotransferase_Level": 44.02200739, + "Creatinine_Level": 1.328016437, + "LDH_Level": 149.0899666, + "Calcium_Level": 9.783184734, + "Phosphorus_Level": 2.853860551, + "Glucose_Level": 86.88617399, + "Potassium_Level": 4.756557819, + "Sodium_Level": 141.8716012, + "Smoking_Pack_Years": 20.93017324 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.24607736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.73124392, + "White_Blood_Cell_Count": 7.83753979, + "Platelet_Count": 329.1002844, + "Albumin_Level": 4.815640653, + "Alkaline_Phosphatase_Level": 66.59969183, + "Alanine_Aminotransferase_Level": 22.97490461, + "Aspartate_Aminotransferase_Level": 46.60866732, + "Creatinine_Level": 1.339322948, + "LDH_Level": 215.9597858, + "Calcium_Level": 8.450550506, + "Phosphorus_Level": 3.859585684, + "Glucose_Level": 108.954277, + "Potassium_Level": 4.544155127, + "Sodium_Level": 140.4319327, + "Smoking_Pack_Years": 91.85798766 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.39700957, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.78883606, + "White_Blood_Cell_Count": 8.279560746, + "Platelet_Count": 168.8909185, + "Albumin_Level": 4.020249606, + "Alkaline_Phosphatase_Level": 48.18590103, + "Alanine_Aminotransferase_Level": 38.16886337, + "Aspartate_Aminotransferase_Level": 33.11688517, + "Creatinine_Level": 0.782264181, + "LDH_Level": 100.4828813, + "Calcium_Level": 9.123839779, + "Phosphorus_Level": 3.450765277, + "Glucose_Level": 132.2473722, + "Potassium_Level": 4.71147242, + "Sodium_Level": 144.4312575, + "Smoking_Pack_Years": 43.29548584 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.11911699, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.36700019, + "White_Blood_Cell_Count": 5.24363828, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.92619864, + "White_Blood_Cell_Count": 6.234604546, + "Platelet_Count": 444.5858655, + "Albumin_Level": 3.243211138, + "Alkaline_Phosphatase_Level": 109.933894, + "Alanine_Aminotransferase_Level": 25.43479007, + "Aspartate_Aminotransferase_Level": 32.24887119, + "Creatinine_Level": 1.07252983, + "LDH_Level": 104.5518477, + "Calcium_Level": 9.07979055, + "Phosphorus_Level": 2.527909156, + "Glucose_Level": 148.4626266, + "Potassium_Level": 3.681675521, + "Sodium_Level": 137.076462, + "Smoking_Pack_Years": 50.75799274 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.91471138, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.99247877, + "White_Blood_Cell_Count": 9.918163075, + "Platelet_Count": 378.469932, + "Albumin_Level": 3.713542011, + "Alkaline_Phosphatase_Level": 44.00838124, + "Alanine_Aminotransferase_Level": 24.56372047, + "Aspartate_Aminotransferase_Level": 46.80212715, + "Creatinine_Level": 0.5869366, + "LDH_Level": 147.4058997, + "Calcium_Level": 10.03666551, + "Phosphorus_Level": 3.787603124, + "Glucose_Level": 146.147392, + "Potassium_Level": 4.913026854, + "Sodium_Level": 143.9797106, + "Smoking_Pack_Years": 85.20671291 + }, + { + "Age": 45, + "Gender": "Female", 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.08277024, + "White_Blood_Cell_Count": 9.230867499, + "Platelet_Count": 163.5493904, + "Albumin_Level": 4.124968922, + "Alkaline_Phosphatase_Level": 79.60458389, + "Alanine_Aminotransferase_Level": 12.77501348, + "Aspartate_Aminotransferase_Level": 23.74362164, + "Creatinine_Level": 1.302697308, + "LDH_Level": 194.3765572, + "Calcium_Level": 9.372695558, + "Phosphorus_Level": 3.617697957, + "Glucose_Level": 79.66221549, + "Potassium_Level": 4.448723282, + "Sodium_Level": 136.6855181, + "Smoking_Pack_Years": 93.00478784 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.34780982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.50927999, + "White_Blood_Cell_Count": 8.225551131, + "Platelet_Count": 400.5650541, + "Albumin_Level": 3.728254538, + "Alkaline_Phosphatase_Level": 114.2319133, + "Alanine_Aminotransferase_Level": 36.66817809, + "Aspartate_Aminotransferase_Level": 37.45582328, + "Creatinine_Level": 0.711941806, + "LDH_Level": 221.8370438, + "Calcium_Level": 8.150682614, + "Phosphorus_Level": 3.39930953, + "Glucose_Level": 128.4016436, + "Potassium_Level": 4.413056481, + "Sodium_Level": 142.9592248, + "Smoking_Pack_Years": 38.53583272 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.54986761, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.786532, + "White_Blood_Cell_Count": 8.127813179, + "Platelet_Count": 275.5296008, + "Albumin_Level": 3.40804816, + "Alkaline_Phosphatase_Level": 82.24325175, + "Alanine_Aminotransferase_Level": 30.15318226, + "Aspartate_Aminotransferase_Level": 31.73659335, + "Creatinine_Level": 1.028343999, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.40792141, + "White_Blood_Cell_Count": 5.451368609, + "Platelet_Count": 286.325692, + "Albumin_Level": 4.14294331, + "Alkaline_Phosphatase_Level": 108.0482297, + "Alanine_Aminotransferase_Level": 24.49528868, + "Aspartate_Aminotransferase_Level": 45.74123843, + "Creatinine_Level": 0.69296896, + "LDH_Level": 240.9763874, + "Calcium_Level": 8.379026116, + "Phosphorus_Level": 4.882220275, + "Glucose_Level": 115.9712863, + "Potassium_Level": 4.976444845, + "Sodium_Level": 137.7421972, + "Smoking_Pack_Years": 58.61372822 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.04361026, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.52177286, + "White_Blood_Cell_Count": 7.607236815, + "Platelet_Count": 163.4103419, + "Albumin_Level": 3.967590989, + "Alkaline_Phosphatase_Level": 61.43221884, + "Alanine_Aminotransferase_Level": 20.94830009, + "Aspartate_Aminotransferase_Level": 40.47726028, + "Creatinine_Level": 1.411520311, + "LDH_Level": 113.7897689, + "Calcium_Level": 8.639624541, + "Phosphorus_Level": 3.037683226, + "Glucose_Level": 81.21036457, + "Potassium_Level": 4.433465547, + "Sodium_Level": 136.9362746, + "Smoking_Pack_Years": 7.041224758 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.52335338, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.77279273, + "White_Blood_Cell_Count": 9.899679908, + "Platelet_Count": 309.3939319, + "Albumin_Level": 3.188694262, + "Alkaline_Phosphatase_Level": 66.65606386, + "Alanine_Aminotransferase_Level": 26.55973512, + "Aspartate_Aminotransferase_Level": 29.57687285, + "Creatinine_Level": 0.515590333, + "LDH_Level": 107.2118503, + "Calcium_Level": 9.212436524, + "Phosphorus_Level": 3.970413847, + "Glucose_Level": 107.0327388, + "Potassium_Level": 4.15346571, + "Sodium_Level": 135.5529581, + "Smoking_Pack_Years": 89.72935874 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.8208687, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.40921087, + "White_Blood_Cell_Count": 9.411993175, + "Platelet_Count": 158.7501834, + "Albumin_Level": 4.040296208, + "Alkaline_Phosphatase_Level": 78.45469273, + "Alanine_Aminotransferase_Level": 37.49995592, + "Aspartate_Aminotransferase_Level": 45.51353836, + "Creatinine_Level": 1.215025585, + "LDH_Level": 204.2888301, + "Calcium_Level": 9.386002275, + "Phosphorus_Level": 3.701820151, + "Glucose_Level": 132.890173, + "Potassium_Level": 4.747152073, + "Sodium_Level": 142.0866137, + "Smoking_Pack_Years": 94.14566109 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.04478334, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.28739811, + "White_Blood_Cell_Count": 4.337689761, + "Platelet_Count": 352.2722384, + "Albumin_Level": 4.728151028, + "Alkaline_Phosphatase_Level": 63.85219678, + "Alanine_Aminotransferase_Level": 12.0489477, + "Aspartate_Aminotransferase_Level": 42.49035435, + "Creatinine_Level": 1.234210915, + "LDH_Level": 122.3269005, + "Calcium_Level": 10.33186091, + "Phosphorus_Level": 2.951357737, + "Glucose_Level": 127.8853925, + "Potassium_Level": 4.500010906, + "Sodium_Level": 141.9285753, + "Smoking_Pack_Years": 42.23357191 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.81864513, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.19412767, + "White_Blood_Cell_Count": 9.347697312, + "Platelet_Count": 437.9946499, + "Albumin_Level": 4.37124349, + "Alkaline_Phosphatase_Level": 103.6949573, + "Alanine_Aminotransferase_Level": 21.20150524, + "Aspartate_Aminotransferase_Level": 28.91303132, + "Creatinine_Level": 0.751883095, + "LDH_Level": 115.4109455, + "Calcium_Level": 9.464169436, + "Phosphorus_Level": 4.086227565, + "Glucose_Level": 137.7393765, + "Potassium_Level": 4.090689263, + "Sodium_Level": 141.8807961, + "Smoking_Pack_Years": 87.36867499 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.8752936, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.60172623, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.21536382, + "White_Blood_Cell_Count": 8.74987141, + "Platelet_Count": 221.6665411, + "Albumin_Level": 4.922781532, + "Alkaline_Phosphatase_Level": 99.0247267, + "Alanine_Aminotransferase_Level": 20.87897783, + "Aspartate_Aminotransferase_Level": 30.02880532, + "Creatinine_Level": 1.443011136, + "LDH_Level": 222.1685589, + "Calcium_Level": 8.584195941, + "Phosphorus_Level": 2.504095779, + "Glucose_Level": 125.1563902, + "Potassium_Level": 4.327335245, + "Sodium_Level": 139.5487061, + "Smoking_Pack_Years": 92.62126724 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.25440073, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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144.0386698, + "Smoking_Pack_Years": 34.34745855 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.60440655, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.65257358, + "White_Blood_Cell_Count": 7.983285174, + "Platelet_Count": 256.837625, + "Albumin_Level": 3.624678075, + "Alkaline_Phosphatase_Level": 54.52123935, + "Alanine_Aminotransferase_Level": 34.09951232, + "Aspartate_Aminotransferase_Level": 42.42025676, + "Creatinine_Level": 1.042743693, + "LDH_Level": 224.7217964, + "Calcium_Level": 9.225577023, + "Phosphorus_Level": 3.246491326, + "Glucose_Level": 112.1462527, + "Potassium_Level": 4.026578023, + "Sodium_Level": 135.1764755, + "Smoking_Pack_Years": 29.09199402 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.05540651, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 63, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.45907268, + "White_Blood_Cell_Count": 7.463343885, + "Platelet_Count": 163.2336221, + "Albumin_Level": 3.237751181, + "Alkaline_Phosphatase_Level": 63.00556687, + "Alanine_Aminotransferase_Level": 26.81883659, + "Aspartate_Aminotransferase_Level": 36.90097918, + "Creatinine_Level": 0.603276664, + "LDH_Level": 211.8623176, + "Calcium_Level": 8.302289022, + "Phosphorus_Level": 4.768619, + "Glucose_Level": 85.43848485, + "Potassium_Level": 4.479724856, + "Sodium_Level": 137.619153, + "Smoking_Pack_Years": 77.62193842 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.34672577, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.63034509, + "White_Blood_Cell_Count": 7.109343126, + "Platelet_Count": 337.0944659, + "Albumin_Level": 3.040003667, + "Alkaline_Phosphatase_Level": 89.59512418, + "Alanine_Aminotransferase_Level": 7.945721575, + "Aspartate_Aminotransferase_Level": 42.16882403, + "Creatinine_Level": 0.997287584, + "LDH_Level": 217.4413246, + "Calcium_Level": 10.15935101, + "Phosphorus_Level": 4.575045349, + "Glucose_Level": 73.36759193, + "Potassium_Level": 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"No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.54539063, + "White_Blood_Cell_Count": 8.972472351, + "Platelet_Count": 227.381798, + "Albumin_Level": 3.896053953, + "Alkaline_Phosphatase_Level": 78.97858679, + "Alanine_Aminotransferase_Level": 9.693621565, + "Aspartate_Aminotransferase_Level": 25.71024809, + "Creatinine_Level": 0.713068776, + "LDH_Level": 208.2234612, + "Calcium_Level": 8.834449445, + "Phosphorus_Level": 4.242520783, + "Glucose_Level": 144.307929, + "Potassium_Level": 4.205594816, + "Sodium_Level": 137.0286439, + "Smoking_Pack_Years": 79.69074237 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.0627356, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Potassium_Level": 4.279832582, + "Sodium_Level": 138.9467926, + "Smoking_Pack_Years": 17.94218827 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.118309, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.92075413, + "White_Blood_Cell_Count": 3.901647954, + "Platelet_Count": 165.0713943, + "Albumin_Level": 4.174745015, + "Alkaline_Phosphatase_Level": 101.6424915, + "Alanine_Aminotransferase_Level": 30.07209609, + "Aspartate_Aminotransferase_Level": 26.03500046, + "Creatinine_Level": 0.817592912, + "LDH_Level": 249.1644114, + "Calcium_Level": 8.765878771, + "Phosphorus_Level": 2.910087735, + "Glucose_Level": 113.3797364, + "Potassium_Level": 4.156794876, + "Sodium_Level": 136.3901472, + "Smoking_Pack_Years": 21.68365958 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.42036423, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.8988986, + "White_Blood_Cell_Count": 8.276747887, + "Platelet_Count": 438.6078694, + "Albumin_Level": 4.239606841, + "Alkaline_Phosphatase_Level": 94.06426204, + "Alanine_Aminotransferase_Level": 13.69575334, + "Aspartate_Aminotransferase_Level": 12.49448156, + "Creatinine_Level": 1.349911067, + "LDH_Level": 187.7198115, + "Calcium_Level": 9.058570658, + "Phosphorus_Level": 4.885643311, + "Glucose_Level": 114.9436945, + "Potassium_Level": 4.196089739, + "Sodium_Level": 141.4756921, + "Smoking_Pack_Years": 3.899683001 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.48317909, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.01784365, + "White_Blood_Cell_Count": 4.401316707, + "Platelet_Count": 377.0680934, + "Albumin_Level": 3.468162944, + "Alkaline_Phosphatase_Level": 59.67951986, + "Alanine_Aminotransferase_Level": 33.65704721, + "Aspartate_Aminotransferase_Level": 48.49424009, + "Creatinine_Level": 1.346314265, + "LDH_Level": 132.1150337, + "Calcium_Level": 8.814244641, + "Phosphorus_Level": 4.779039916, + "Glucose_Level": 139.1198823, + "Potassium_Level": 4.545696768, + "Sodium_Level": 141.4122049, + "Smoking_Pack_Years": 66.62662087 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.67864048, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.37731834, + "White_Blood_Cell_Count": 9.126824934, + "Platelet_Count": 186.865588, + "Albumin_Level": 3.10819723, + "Alkaline_Phosphatase_Level": 89.25672982, + "Alanine_Aminotransferase_Level": 18.09582806, + "Aspartate_Aminotransferase_Level": 29.99366477, + "Creatinine_Level": 1.479550746, + "LDH_Level": 186.1288021, + "Calcium_Level": 8.038780285, + "Phosphorus_Level": 4.880326908, + "Glucose_Level": 95.24719086, + "Potassium_Level": 4.267157487, + "Sodium_Level": 139.5936868, + "Smoking_Pack_Years": 46.32551774 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.72464168, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.65087378, + "White_Blood_Cell_Count": 3.990162658, + "Platelet_Count": 292.0785071, + "Albumin_Level": 3.634036942, + "Alkaline_Phosphatase_Level": 74.54079538, + "Alanine_Aminotransferase_Level": 10.5490327, + "Aspartate_Aminotransferase_Level": 12.04288896, + "Creatinine_Level": 0.669157628, + "LDH_Level": 169.3256568, + "Calcium_Level": 8.009648777, + "Phosphorus_Level": 3.261262305, + "Glucose_Level": 108.3174093, + "Potassium_Level": 4.847120132, + "Sodium_Level": 138.9704636, + "Smoking_Pack_Years": 36.23241084 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.17457274, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.85154424, + "White_Blood_Cell_Count": 7.471042006, + "Platelet_Count": 289.0747739, + "Albumin_Level": 4.735580246, + "Alkaline_Phosphatase_Level": 77.98712115, + "Alanine_Aminotransferase_Level": 27.83507191, + "Aspartate_Aminotransferase_Level": 12.69674901, + "Creatinine_Level": 1.110550971, + "LDH_Level": 176.7428883, + "Calcium_Level": 9.705742037, + "Phosphorus_Level": 3.198712874, + "Glucose_Level": 132.7318307, + "Potassium_Level": 4.666100495, + "Sodium_Level": 136.2969981, + "Smoking_Pack_Years": 44.02442027 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.1975049, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.75830863, + "White_Blood_Cell_Count": 7.31933263, + "Platelet_Count": 225.8027576, + "Albumin_Level": 4.440628834, + "Alkaline_Phosphatase_Level": 78.31663351, + "Alanine_Aminotransferase_Level": 31.49107564, + "Aspartate_Aminotransferase_Level": 37.288259, + "Creatinine_Level": 0.562475932, + "LDH_Level": 154.7370381, + "Calcium_Level": 8.055531703, + "Phosphorus_Level": 3.408377978, + "Glucose_Level": 106.1033846, + "Potassium_Level": 4.6676649, + "Sodium_Level": 141.2366135, + "Smoking_Pack_Years": 72.52561128 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.49941034, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.31827628, + "White_Blood_Cell_Count": 5.119518504, + "Platelet_Count": 322.9254146, + "Albumin_Level": 3.371588893, + "Alkaline_Phosphatase_Level": 43.65417894, + "Alanine_Aminotransferase_Level": 39.89680269, + "Aspartate_Aminotransferase_Level": 32.84246851, + "Creatinine_Level": 1.472935255, + "LDH_Level": 193.2065589, + "Calcium_Level": 10.13766069, + "Phosphorus_Level": 2.593745257, + "Glucose_Level": 149.1433368, + "Potassium_Level": 4.253207132, + "Sodium_Level": 142.014273, + "Smoking_Pack_Years": 50.96222266 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.70793093, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.73204139, + "White_Blood_Cell_Count": 6.647740462, + "Platelet_Count": 285.2508209, + "Albumin_Level": 4.035071143, + "Alkaline_Phosphatase_Level": 80.51711189, + "Alanine_Aminotransferase_Level": 10.36123357, + "Aspartate_Aminotransferase_Level": 17.50617913, + "Creatinine_Level": 1.277685694, + "LDH_Level": 222.827637, + "Calcium_Level": 8.564862196, + "Phosphorus_Level": 3.961004858, + "Glucose_Level": 79.41199635, + "Potassium_Level": 3.933952188, + "Sodium_Level": 137.2669936, + "Smoking_Pack_Years": 25.44938292 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.20711026, + "Tumor_Location": 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125.4849909, + "Potassium_Level": 4.38795308, + "Sodium_Level": 135.1603814, + "Smoking_Pack_Years": 19.6140622 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.74297019, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.13387786, + "White_Blood_Cell_Count": 5.403795113, + "Platelet_Count": 201.6719885, + "Albumin_Level": 4.328939665, + "Alkaline_Phosphatase_Level": 116.2501263, + "Alanine_Aminotransferase_Level": 19.1403674, + "Aspartate_Aminotransferase_Level": 26.20521534, + "Creatinine_Level": 1.27242367, + "LDH_Level": 164.9762066, + "Calcium_Level": 8.501861376, + "Phosphorus_Level": 3.476986143, + "Glucose_Level": 98.54550088, + "Potassium_Level": 4.95582757, + "Sodium_Level": 136.8893181, + "Smoking_Pack_Years": 38.99355314 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.75834436, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.46536291, + "White_Blood_Cell_Count": 9.108892239, + "Platelet_Count": 159.8266182, + "Albumin_Level": 3.753104702, + "Alkaline_Phosphatase_Level": 115.3495449, + "Alanine_Aminotransferase_Level": 39.64558933, + "Aspartate_Aminotransferase_Level": 41.00950924, + "Creatinine_Level": 0.886769594, + "LDH_Level": 178.8225104, + "Calcium_Level": 8.188920133, + "Phosphorus_Level": 3.200292434, + "Glucose_Level": 141.1880706, + "Potassium_Level": 4.691908887, + "Sodium_Level": 135.404433, + "Smoking_Pack_Years": 4.69437707 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.91519175, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.94290894, + "White_Blood_Cell_Count": 8.690406631, + "Platelet_Count": 179.3121104, + "Albumin_Level": 4.876417897, + "Alkaline_Phosphatase_Level": 84.43112403, + "Alanine_Aminotransferase_Level": 17.80177669, + "Aspartate_Aminotransferase_Level": 14.82745929, + "Creatinine_Level": 1.309185708, + "LDH_Level": 217.8411905, + "Calcium_Level": 9.397151281, + "Phosphorus_Level": 4.256901053, + "Glucose_Level": 134.5409244, + "Potassium_Level": 4.542012153, + "Sodium_Level": 143.2969766, + "Smoking_Pack_Years": 44.77710894 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.41093646, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.10656325, + "White_Blood_Cell_Count": 6.666352809, + "Platelet_Count": 372.6312047, + "Albumin_Level": 3.630580322, + "Alkaline_Phosphatase_Level": 52.09898795, + "Alanine_Aminotransferase_Level": 16.21445517, + "Aspartate_Aminotransferase_Level": 43.63769672, + "Creatinine_Level": 0.928658547, + "LDH_Level": 235.0738604, + "Calcium_Level": 9.317598066, + "Phosphorus_Level": 3.864081183, + "Glucose_Level": 103.1885881, + "Potassium_Level": 4.16622306, + "Sodium_Level": 143.9705852, + "Smoking_Pack_Years": 56.7614058 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.19928637, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.24822464, + "White_Blood_Cell_Count": 9.757358617, + "Platelet_Count": 432.144645, + "Albumin_Level": 3.549565868, + "Alkaline_Phosphatase_Level": 60.93174739, + "Alanine_Aminotransferase_Level": 27.5002164, + "Aspartate_Aminotransferase_Level": 34.19118082, + "Creatinine_Level": 1.265193487, + "LDH_Level": 185.3628194, + "Calcium_Level": 8.726383916, + "Phosphorus_Level": 3.005649755, + "Glucose_Level": 113.3859061, + "Potassium_Level": 3.529955899, + "Sodium_Level": 136.3589466, + "Smoking_Pack_Years": 5.948636304 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.34104928, + "Tumor_Location": 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79.92206033, + "Potassium_Level": 4.78152958, + "Sodium_Level": 142.2438079, + "Smoking_Pack_Years": 25.78743268 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.84579844, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.64827614, + "White_Blood_Cell_Count": 5.742501588, + "Platelet_Count": 418.3937203, + "Albumin_Level": 4.19399626, + "Alkaline_Phosphatase_Level": 81.8143189, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.20254059, + "White_Blood_Cell_Count": 6.495690458, + "Platelet_Count": 186.2026366, + "Albumin_Level": 4.519431495, + "Alkaline_Phosphatase_Level": 81.08645019, + "Alanine_Aminotransferase_Level": 6.602470014, + "Aspartate_Aminotransferase_Level": 27.53318124, + "Creatinine_Level": 1.022959213, + "LDH_Level": 123.1401066, + "Calcium_Level": 9.238519046, + "Phosphorus_Level": 2.554959477, + "Glucose_Level": 110.007891, + "Potassium_Level": 4.240374318, + "Sodium_Level": 137.6631716, + "Smoking_Pack_Years": 85.23942968 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.73936074, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 12.0066688, + "Aspartate_Aminotransferase_Level": 41.39853962, + "Creatinine_Level": 1.380505376, + "LDH_Level": 206.9526176, + "Calcium_Level": 8.432486787, + "Phosphorus_Level": 2.890099385, + "Glucose_Level": 71.46026543, + "Potassium_Level": 4.356725358, + "Sodium_Level": 138.0864529, + "Smoking_Pack_Years": 52.27768183 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.59110611, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.03619017, + "White_Blood_Cell_Count": 4.853979559, + "Platelet_Count": 287.4024399, + "Albumin_Level": 3.165217599, + "Alkaline_Phosphatase_Level": 70.37503201, + "Alanine_Aminotransferase_Level": 37.01547478, + "Aspartate_Aminotransferase_Level": 21.65824744, + "Creatinine_Level": 0.906267643, + "LDH_Level": 203.8785306, + "Calcium_Level": 10.11807955, + "Phosphorus_Level": 2.820824841, + "Glucose_Level": 105.084044, + "Potassium_Level": 3.663716647, + "Sodium_Level": 137.7321107, + "Smoking_Pack_Years": 67.02849315 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.3365781, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.21716212, + "White_Blood_Cell_Count": 7.21557288, + "Platelet_Count": 252.2836506, + "Albumin_Level": 3.58711536, + "Alkaline_Phosphatase_Level": 55.57243819, + "Alanine_Aminotransferase_Level": 28.48415209, + "Aspartate_Aminotransferase_Level": 43.1781314, + "Creatinine_Level": 1.391865228, + "LDH_Level": 179.7243142, + "Calcium_Level": 10.0553181, + "Phosphorus_Level": 4.283790113, + "Glucose_Level": 129.8479764, + "Potassium_Level": 4.427793897, + "Sodium_Level": 142.9286534, + "Smoking_Pack_Years": 47.18772608 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former 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10.41006007, + "Phosphorus_Level": 2.612182907, + "Glucose_Level": 112.1901766, + "Potassium_Level": 4.538261549, + "Sodium_Level": 140.99728, + "Smoking_Pack_Years": 83.51166006 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.01319117, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.15799534, + "White_Blood_Cell_Count": 8.560739681, + "Platelet_Count": 439.9936497, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.93756192, + "White_Blood_Cell_Count": 6.601893481, + "Platelet_Count": 431.0303751, + "Albumin_Level": 3.04243494, + "Alkaline_Phosphatase_Level": 106.0770499, + "Alanine_Aminotransferase_Level": 27.41155106, + "Aspartate_Aminotransferase_Level": 41.35601677, + "Creatinine_Level": 0.733443165, + "LDH_Level": 219.2280994, + "Calcium_Level": 9.257594266, + "Phosphorus_Level": 2.981536161, + "Glucose_Level": 124.9789382, + "Potassium_Level": 4.694676196, + "Sodium_Level": 137.5499133, + "Smoking_Pack_Years": 77.46312669 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.16072513, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.65775701, + "White_Blood_Cell_Count": 9.167511696, + "Platelet_Count": 374.8303674, + "Albumin_Level": 4.147285114, + "Alkaline_Phosphatase_Level": 44.15774267, + "Alanine_Aminotransferase_Level": 33.50464729, + "Aspartate_Aminotransferase_Level": 26.55736984, + "Creatinine_Level": 1.065043371, + "LDH_Level": 225.1339528, + "Calcium_Level": 8.018652963, + "Phosphorus_Level": 4.503954664, + "Glucose_Level": 119.8845224, + "Potassium_Level": 4.977490587, + "Sodium_Level": 144.3719417, + "Smoking_Pack_Years": 54.52935316 + }, + { 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"Creatinine_Level": 1.376867881, + "LDH_Level": 131.1642496, + "Calcium_Level": 9.811546609, + "Phosphorus_Level": 4.043498779, + "Glucose_Level": 113.2977593, + "Potassium_Level": 3.52001606, + "Sodium_Level": 138.3397286, + "Smoking_Pack_Years": 79.14579229 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.62587528, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.49400873, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.02739341, + "White_Blood_Cell_Count": 6.110771027, + "Platelet_Count": 245.2055441, + "Albumin_Level": 3.2848805, + "Alkaline_Phosphatase_Level": 78.35667617, + "Alanine_Aminotransferase_Level": 23.41929704, + "Aspartate_Aminotransferase_Level": 40.87138268, + "Creatinine_Level": 1.135805891, + "LDH_Level": 141.8482135, + "Calcium_Level": 9.328359491, + "Phosphorus_Level": 3.240685535, + "Glucose_Level": 94.57392384, + "Potassium_Level": 3.608103587, + "Sodium_Level": 135.2152795, + "Smoking_Pack_Years": 65.31060273 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.05084498, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 18.19053966, + "Creatinine_Level": 1.471138504, + "LDH_Level": 232.7473184, + "Calcium_Level": 9.74404906, + "Phosphorus_Level": 4.150782354, + "Glucose_Level": 103.0293097, + "Potassium_Level": 4.520101994, + "Sodium_Level": 142.0206952, + "Smoking_Pack_Years": 20.88985172 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.17649173, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 60, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.52695183, + "White_Blood_Cell_Count": 6.287503565, + "Platelet_Count": 355.5189064, + "Albumin_Level": 3.906464686, + "Alkaline_Phosphatase_Level": 100.0482144, + "Alanine_Aminotransferase_Level": 36.03572998, + "Aspartate_Aminotransferase_Level": 32.97832109, + "Creatinine_Level": 1.329188501, + "LDH_Level": 192.0930876, + "Calcium_Level": 8.542241662, + "Phosphorus_Level": 3.825191847, + "Glucose_Level": 110.8457809, + "Potassium_Level": 4.101647077, + "Sodium_Level": 140.7238769, + "Smoking_Pack_Years": 84.36775932 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.8279952, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.97097549, + "White_Blood_Cell_Count": 9.978015792, + "Platelet_Count": 207.1660556, + "Albumin_Level": 4.685755795, + "Alkaline_Phosphatase_Level": 72.002549, + "Alanine_Aminotransferase_Level": 7.846963752, + "Aspartate_Aminotransferase_Level": 10.65499553, + "Creatinine_Level": 0.816903221, + "LDH_Level": 136.8469045, + "Calcium_Level": 8.333823923, + "Phosphorus_Level": 4.635994797, + "Glucose_Level": 136.4422134, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 27.73622279, + "Aspartate_Aminotransferase_Level": 13.13324635, + "Creatinine_Level": 0.530332495, + "LDH_Level": 245.7917099, + "Calcium_Level": 10.32273046, + "Phosphorus_Level": 4.35499111, + "Glucose_Level": 99.59754209, + "Potassium_Level": 4.85007157, + "Sodium_Level": 143.5682481, + "Smoking_Pack_Years": 36.65290256 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.33372504, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.44276257, + "White_Blood_Cell_Count": 7.465126677, + "Platelet_Count": 330.9890874, + "Albumin_Level": 3.468631462, + "Alkaline_Phosphatase_Level": 83.65734362, + "Alanine_Aminotransferase_Level": 17.11828537, + "Aspartate_Aminotransferase_Level": 26.4583309, + "Creatinine_Level": 0.999955032, + "LDH_Level": 219.9504565, + "Calcium_Level": 8.159319779, + "Phosphorus_Level": 2.844335242, + "Glucose_Level": 83.62319075, + "Potassium_Level": 4.325623435, + "Sodium_Level": 141.5396723, + "Smoking_Pack_Years": 32.86229269 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.49370441, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 5.521367344, + "Aspartate_Aminotransferase_Level": 46.34737592, + "Creatinine_Level": 1.446031064, + "LDH_Level": 212.2186381, + "Calcium_Level": 8.969766923, + "Phosphorus_Level": 3.550694958, + "Glucose_Level": 99.21109852, + "Potassium_Level": 4.775330632, + "Sodium_Level": 141.1445466, + "Smoking_Pack_Years": 46.40614242 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.22763001, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.80175794, + "White_Blood_Cell_Count": 3.907290796, + "Platelet_Count": 191.1209456, + "Albumin_Level": 3.197443044, + "Alkaline_Phosphatase_Level": 78.38903056, + "Alanine_Aminotransferase_Level": 14.0215928, + "Aspartate_Aminotransferase_Level": 15.31527373, + "Creatinine_Level": 1.321990442, + "LDH_Level": 122.5865361, + "Calcium_Level": 10.33288285, + "Phosphorus_Level": 3.656399985, + "Glucose_Level": 143.5290008, + "Potassium_Level": 4.30363632, + "Sodium_Level": 137.5494794, + "Smoking_Pack_Years": 57.72938174 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.45912241, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.24356685, + "White_Blood_Cell_Count": 6.526065685, + "Platelet_Count": 449.1805537, + "Albumin_Level": 4.225112057, + "Alkaline_Phosphatase_Level": 51.88770523, + "Alanine_Aminotransferase_Level": 38.98627886, + "Aspartate_Aminotransferase_Level": 28.73033408, + "Creatinine_Level": 0.737258288, + "LDH_Level": 231.4244543, + "Calcium_Level": 10.32183778, + "Phosphorus_Level": 4.744939814, + "Glucose_Level": 138.9753402, + "Potassium_Level": 4.745577221, + "Sodium_Level": 142.0980251, + "Smoking_Pack_Years": 47.36547264 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.11932948, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.17783771, + "White_Blood_Cell_Count": 5.820351952, + "Platelet_Count": 320.0812157, + "Albumin_Level": 4.794412195, + "Alkaline_Phosphatase_Level": 114.6805009, + "Alanine_Aminotransferase_Level": 36.14840283, + "Aspartate_Aminotransferase_Level": 28.25425365, + "Creatinine_Level": 0.904725322, + "LDH_Level": 128.1000513, + "Calcium_Level": 9.508532665, + "Phosphorus_Level": 3.555330737, + "Glucose_Level": 148.1968071, + "Potassium_Level": 4.858137744, + "Sodium_Level": 137.5654604, + "Smoking_Pack_Years": 32.91271415 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.1834817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.25953879, + "White_Blood_Cell_Count": 3.716632992, + "Platelet_Count": 280.5628792, + "Albumin_Level": 3.002821764, + "Alkaline_Phosphatase_Level": 37.16027822, + "Alanine_Aminotransferase_Level": 18.57554774, + "Aspartate_Aminotransferase_Level": 42.59526468, + "Creatinine_Level": 1.054725531, + "LDH_Level": 231.9521403, + "Calcium_Level": 10.13129932, + "Phosphorus_Level": 4.116092678, + "Glucose_Level": 70.49491435, + "Potassium_Level": 3.81350097, + "Sodium_Level": 139.8546054, + "Smoking_Pack_Years": 72.8839539 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.03072436, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.45282693, + "White_Blood_Cell_Count": 8.429100861, + "Platelet_Count": 374.5451126, + "Albumin_Level": 3.837953873, + "Alkaline_Phosphatase_Level": 76.91143234, + "Alanine_Aminotransferase_Level": 15.32210852, + "Aspartate_Aminotransferase_Level": 39.59643468, + "Creatinine_Level": 0.988197298, + "LDH_Level": 113.7097782, + "Calcium_Level": 9.316403567, + "Phosphorus_Level": 2.588138409, + "Glucose_Level": 136.3928948, + "Potassium_Level": 4.182015543, + "Sodium_Level": 142.1897451, + "Smoking_Pack_Years": 30.44651779 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.40007387, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.55533082, + "White_Blood_Cell_Count": 8.304436684, + "Platelet_Count": 409.0378595, + "Albumin_Level": 3.891766142, + "Alkaline_Phosphatase_Level": 32.64216573, + "Alanine_Aminotransferase_Level": 25.12512575, + "Aspartate_Aminotransferase_Level": 40.81492282, + "Creatinine_Level": 0.722007387, + "LDH_Level": 125.3151681, + "Calcium_Level": 9.289253558, + "Phosphorus_Level": 3.43935915, + "Glucose_Level": 149.3039489, + "Potassium_Level": 4.788139568, + "Sodium_Level": 138.0542638, + "Smoking_Pack_Years": 0.704113971 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.21275902, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.00292624, + "White_Blood_Cell_Count": 5.663141552, + "Platelet_Count": 250.7378092, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.73000464, + "White_Blood_Cell_Count": 6.516409233, + "Platelet_Count": 335.5557126, + "Albumin_Level": 4.791652209, + "Alkaline_Phosphatase_Level": 95.54311348, + "Alanine_Aminotransferase_Level": 32.62055712, + "Aspartate_Aminotransferase_Level": 10.88975379, + "Creatinine_Level": 1.011267185, + "LDH_Level": 155.8682577, + "Calcium_Level": 8.422882557, + "Phosphorus_Level": 4.947144067, + "Glucose_Level": 128.5944321, + "Potassium_Level": 4.122276063, + "Sodium_Level": 135.5562458, + "Smoking_Pack_Years": 50.03440497 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": 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10.22595145, + "Phosphorus_Level": 4.464933752, + "Glucose_Level": 89.5828174, + "Potassium_Level": 4.08771723, + "Sodium_Level": 138.4101708, + "Smoking_Pack_Years": 70.60597546 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.05240514, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.06502248, + "White_Blood_Cell_Count": 8.48858274, + "Platelet_Count": 216.6939586, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.6968892, + "White_Blood_Cell_Count": 7.016690396, + "Platelet_Count": 203.1045613, + "Albumin_Level": 4.876359204, + "Alkaline_Phosphatase_Level": 79.60151212, + "Alanine_Aminotransferase_Level": 28.0857775, + "Aspartate_Aminotransferase_Level": 42.85532588, + "Creatinine_Level": 1.41624243, + "LDH_Level": 104.8483112, + "Calcium_Level": 9.029622522, + "Phosphorus_Level": 3.722427441, + "Glucose_Level": 105.3217559, + "Potassium_Level": 4.284485582, + "Sodium_Level": 142.5033343, + "Smoking_Pack_Years": 23.42756493 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current 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"Alkaline_Phosphatase_Level": 80.24458738, + "Alanine_Aminotransferase_Level": 27.64268411, + "Aspartate_Aminotransferase_Level": 41.02179661, + "Creatinine_Level": 0.910726311, + "LDH_Level": 201.7118456, + "Calcium_Level": 8.343009949, + "Phosphorus_Level": 2.512810827, + "Glucose_Level": 141.1759267, + "Potassium_Level": 3.917113791, + "Sodium_Level": 140.1739864, + "Smoking_Pack_Years": 57.78757111 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.8823079, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.82818461, + "White_Blood_Cell_Count": 3.525474652, + "Platelet_Count": 418.8210393, + "Albumin_Level": 3.771745914, + "Alkaline_Phosphatase_Level": 69.01970505, + "Alanine_Aminotransferase_Level": 26.10299287, + "Aspartate_Aminotransferase_Level": 48.32624912, + "Creatinine_Level": 0.643219137, + "LDH_Level": 218.0866215, + "Calcium_Level": 9.910667028, + "Phosphorus_Level": 3.055278502, + "Glucose_Level": 83.10665365, + "Potassium_Level": 4.147793105, + "Sodium_Level": 136.4513498, + "Smoking_Pack_Years": 42.027192 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.59141221, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.46176509, + "White_Blood_Cell_Count": 5.202565005, + "Platelet_Count": 290.8033347, + "Albumin_Level": 3.037539552, + "Alkaline_Phosphatase_Level": 39.19023981, + "Alanine_Aminotransferase_Level": 16.9478197, + "Aspartate_Aminotransferase_Level": 32.15171221, + "Creatinine_Level": 1.179769775, + "LDH_Level": 184.3625825, + "Calcium_Level": 8.083306323, + "Phosphorus_Level": 3.374415658, + "Glucose_Level": 98.58423182, + "Potassium_Level": 3.693427079, + "Sodium_Level": 140.108375, + "Smoking_Pack_Years": 94.93711074 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.17776515, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.17669105, + "White_Blood_Cell_Count": 9.229470183, + "Platelet_Count": 278.5408771, + "Albumin_Level": 4.776475747, + "Alkaline_Phosphatase_Level": 111.290757, + "Alanine_Aminotransferase_Level": 39.44945755, + "Aspartate_Aminotransferase_Level": 23.77964075, + "Creatinine_Level": 0.757876566, + "LDH_Level": 104.0968763, + "Calcium_Level": 9.317056712, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 80.82625975, + "Alanine_Aminotransferase_Level": 38.25620396, + "Aspartate_Aminotransferase_Level": 10.14837563, + "Creatinine_Level": 0.718717204, + "LDH_Level": 137.4347735, + "Calcium_Level": 8.370464907, + "Phosphorus_Level": 3.943739174, + "Glucose_Level": 83.17297337, + "Potassium_Level": 4.135792195, + "Sodium_Level": 144.1198426, + "Smoking_Pack_Years": 31.29008848 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.78837262, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.60651533, + "White_Blood_Cell_Count": 9.074006598, + "Platelet_Count": 364.7215594, + "Albumin_Level": 4.804166391, + "Alkaline_Phosphatase_Level": 74.68105758, + "Alanine_Aminotransferase_Level": 5.248354927, + "Aspartate_Aminotransferase_Level": 36.62140237, + "Creatinine_Level": 0.623689576, + "LDH_Level": 223.0459602, + "Calcium_Level": 9.172455634, + "Phosphorus_Level": 2.51474834, + "Glucose_Level": 95.42557856, + "Potassium_Level": 4.607010346, + "Sodium_Level": 137.1595695, + "Smoking_Pack_Years": 96.97360317 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.86085063, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.55823976, + "White_Blood_Cell_Count": 9.500639568, + "Platelet_Count": 177.0693191, + "Albumin_Level": 4.982640827, + "Alkaline_Phosphatase_Level": 102.5230167, + "Alanine_Aminotransferase_Level": 14.59528499, + "Aspartate_Aminotransferase_Level": 33.70459694, + "Creatinine_Level": 0.843643949, + "LDH_Level": 127.9179983, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.53204351, + "White_Blood_Cell_Count": 6.262826424, + "Platelet_Count": 277.9237928, + "Albumin_Level": 4.828476954, + "Alkaline_Phosphatase_Level": 67.77156435, + "Alanine_Aminotransferase_Level": 6.633110911, + "Aspartate_Aminotransferase_Level": 19.74707016, + "Creatinine_Level": 1.307713521, + "LDH_Level": 165.6567717, + "Calcium_Level": 8.43308003, + "Phosphorus_Level": 4.869374308, + "Glucose_Level": 79.69138149, + "Potassium_Level": 4.205287267, + "Sodium_Level": 137.9106404, + "Smoking_Pack_Years": 67.64185846 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.52347292, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.82186745, + "White_Blood_Cell_Count": 7.348648576, + "Platelet_Count": 395.9042103, + "Albumin_Level": 4.644026053, + "Alkaline_Phosphatase_Level": 53.0775025, + "Alanine_Aminotransferase_Level": 13.07756305, + "Aspartate_Aminotransferase_Level": 38.00593042, + "Creatinine_Level": 0.69016615, + "LDH_Level": 120.5481999, + "Calcium_Level": 8.264955654, + "Phosphorus_Level": 4.7969224, + "Glucose_Level": 124.3523162, + "Potassium_Level": 3.847476429, + "Sodium_Level": 143.520783, + "Smoking_Pack_Years": 8.667371078 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.42010997, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.73131889, + "White_Blood_Cell_Count": 6.468437355, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.57299191, + "White_Blood_Cell_Count": 8.461330848, + "Platelet_Count": 288.7957002, + "Albumin_Level": 4.114513561, + "Alkaline_Phosphatase_Level": 115.5772892, + "Alanine_Aminotransferase_Level": 11.40999939, + "Aspartate_Aminotransferase_Level": 34.33551243, + "Creatinine_Level": 0.650796583, + "LDH_Level": 117.6710333, + "Calcium_Level": 8.180602531, + "Phosphorus_Level": 2.687361011, + "Glucose_Level": 92.93001875, + "Potassium_Level": 3.58564672, + "Sodium_Level": 135.0850907, + "Smoking_Pack_Years": 11.04358263 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.43919721, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.21170742, + "White_Blood_Cell_Count": 7.905377855, + "Platelet_Count": 404.08472, + "Albumin_Level": 4.84972785, + "Alkaline_Phosphatase_Level": 79.24391178, + "Alanine_Aminotransferase_Level": 37.43300707, + "Aspartate_Aminotransferase_Level": 48.84065793, + "Creatinine_Level": 0.666306384, + "LDH_Level": 130.7932799, + "Calcium_Level": 9.494842969, + "Phosphorus_Level": 2.940850178, + "Glucose_Level": 71.78221531, + "Potassium_Level": 4.271833415, + "Sodium_Level": 136.9049559, + "Smoking_Pack_Years": 25.17324992 + }, + { + "Age": 30, + "Gender": "Male", 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180.2363515, + "Calcium_Level": 8.060279793, + "Phosphorus_Level": 4.345695507, + "Glucose_Level": 74.76195122, + "Potassium_Level": 4.837857245, + "Sodium_Level": 140.1750397, + "Smoking_Pack_Years": 44.47358979 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.87636852, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.04321261, + "White_Blood_Cell_Count": 3.874491284, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.15087072, + "White_Blood_Cell_Count": 7.661367342, + "Platelet_Count": 395.1022887, + "Albumin_Level": 4.589738855, + "Alkaline_Phosphatase_Level": 119.5666504, + "Alanine_Aminotransferase_Level": 13.02712962, + "Aspartate_Aminotransferase_Level": 25.73989607, + "Creatinine_Level": 1.078826593, + "LDH_Level": 143.5034416, + "Calcium_Level": 8.127019456, + "Phosphorus_Level": 4.191987102, + "Glucose_Level": 121.3947832, + "Potassium_Level": 4.672178869, + "Sodium_Level": 135.9465441, + "Smoking_Pack_Years": 80.93341481 + }, + { + "Age": 32, + "Gender": "Male", 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.23069203, + "White_Blood_Cell_Count": 3.688396672, + "Platelet_Count": 332.3506139, + "Albumin_Level": 4.700068004, + "Alkaline_Phosphatase_Level": 96.53941767, + "Alanine_Aminotransferase_Level": 21.2396308, + "Aspartate_Aminotransferase_Level": 31.76692767, + "Creatinine_Level": 0.993688327, + "LDH_Level": 189.7429922, + "Calcium_Level": 9.46714148, + "Phosphorus_Level": 2.57646662, + "Glucose_Level": 77.02437488, + "Potassium_Level": 4.576487099, + "Sodium_Level": 137.414793, + "Smoking_Pack_Years": 56.12059432 + }, + { + "Age": 50, + "Gender": 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180.4298491, + "Calcium_Level": 10.35732125, + "Phosphorus_Level": 4.08909369, + "Glucose_Level": 80.21396251, + "Potassium_Level": 4.012258549, + "Sodium_Level": 140.8165403, + "Smoking_Pack_Years": 14.67851538 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.48828208, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.96182014, + "White_Blood_Cell_Count": 9.374230548, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.88968489, + "White_Blood_Cell_Count": 7.87311283, + "Platelet_Count": 324.3912334, + "Albumin_Level": 4.931089953, + "Alkaline_Phosphatase_Level": 34.41453026, + "Alanine_Aminotransferase_Level": 28.26741321, + "Aspartate_Aminotransferase_Level": 15.28916075, + "Creatinine_Level": 1.479819428, + "LDH_Level": 164.9740962, + "Calcium_Level": 9.778178956, + "Phosphorus_Level": 3.707315872, + "Glucose_Level": 104.8941043, + "Potassium_Level": 4.871404841, + "Sodium_Level": 138.1241378, + "Smoking_Pack_Years": 81.07219977 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.13914317, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.68965014, + "White_Blood_Cell_Count": 8.337838534, + "Platelet_Count": 376.1911063, + "Albumin_Level": 4.702952156, + "Alkaline_Phosphatase_Level": 34.37176354, + "Alanine_Aminotransferase_Level": 23.82403627, + "Aspartate_Aminotransferase_Level": 25.66294233, + "Creatinine_Level": 0.555788553, + "LDH_Level": 235.8535535, + "Calcium_Level": 8.757332712, + "Phosphorus_Level": 4.59495704, + "Glucose_Level": 81.89082124, + "Potassium_Level": 3.685431797, + "Sodium_Level": 136.4045607, + "Smoking_Pack_Years": 32.25200071 + }, + { 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87.30940007 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.79912739, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.84165605, + "White_Blood_Cell_Count": 7.362317213, + "Platelet_Count": 314.5657654, + "Albumin_Level": 4.878652662, + "Alkaline_Phosphatase_Level": 57.96487867, + "Alanine_Aminotransferase_Level": 10.02489163, + "Aspartate_Aminotransferase_Level": 48.48022753, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.00905673, + "White_Blood_Cell_Count": 8.700268392, + "Platelet_Count": 233.9938754, + "Albumin_Level": 3.372159, + "Alkaline_Phosphatase_Level": 83.923759, + "Alanine_Aminotransferase_Level": 6.600492708, + "Aspartate_Aminotransferase_Level": 22.15635464, + "Creatinine_Level": 0.629058812, + "LDH_Level": 212.8330972, + "Calcium_Level": 8.14290799, + "Phosphorus_Level": 3.07223245, + "Glucose_Level": 86.54947113, + "Potassium_Level": 3.847008061, + "Sodium_Level": 135.9871074, + "Smoking_Pack_Years": 28.59949774 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.10661831, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 96.9456337 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.24551242, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.38123586, + "White_Blood_Cell_Count": 4.708787589, + "Platelet_Count": 441.6346935, + "Albumin_Level": 4.960515361, + "Alkaline_Phosphatase_Level": 75.36125807, + "Alanine_Aminotransferase_Level": 30.88792063, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.03287001, + "White_Blood_Cell_Count": 8.294770092, + "Platelet_Count": 229.4387754, + "Albumin_Level": 3.905812013, + "Alkaline_Phosphatase_Level": 56.26794529, + "Alanine_Aminotransferase_Level": 28.44672163, + "Aspartate_Aminotransferase_Level": 13.81394401, + "Creatinine_Level": 0.515525719, + "LDH_Level": 182.8885662, + "Calcium_Level": 9.398658262, + "Phosphorus_Level": 2.627669457, + "Glucose_Level": 97.75689028, + "Potassium_Level": 3.88673158, + "Sodium_Level": 135.8368622, + "Smoking_Pack_Years": 92.1582078 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.39587972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.97145021, + "White_Blood_Cell_Count": 6.930259561, + "Platelet_Count": 212.2506966, + "Albumin_Level": 3.893946426, + "Alkaline_Phosphatase_Level": 100.5663729, + "Alanine_Aminotransferase_Level": 17.80710752, + "Aspartate_Aminotransferase_Level": 41.09960976, + "Creatinine_Level": 1.30210141, + "LDH_Level": 113.286129, + "Calcium_Level": 8.217637674, + "Phosphorus_Level": 3.271354106, + "Glucose_Level": 141.0689534, + "Potassium_Level": 4.447621966, + "Sodium_Level": 139.7516074, + "Smoking_Pack_Years": 32.53480802 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.56255851, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.55184463, + "White_Blood_Cell_Count": 6.36254209, + "Platelet_Count": 404.6261207, + "Albumin_Level": 4.685614081, + "Alkaline_Phosphatase_Level": 90.99900453, + "Alanine_Aminotransferase_Level": 30.18093223, + "Aspartate_Aminotransferase_Level": 22.82481602, + "Creatinine_Level": 1.39613626, + "LDH_Level": 236.2070337, + "Calcium_Level": 9.079921808, + "Phosphorus_Level": 2.980927767, + "Glucose_Level": 137.4670129, + "Potassium_Level": 3.775021439, + "Sodium_Level": 142.341902, + "Smoking_Pack_Years": 4.235708619 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.49338739, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.8486509, + "White_Blood_Cell_Count": 6.234839752, + "Platelet_Count": 421.9632421, + "Albumin_Level": 3.4693658, + "Alkaline_Phosphatase_Level": 100.6904614, + "Alanine_Aminotransferase_Level": 30.49458367, + "Aspartate_Aminotransferase_Level": 48.36371663, + "Creatinine_Level": 0.772016496, + "LDH_Level": 198.670023, + "Calcium_Level": 10.07572647, + "Phosphorus_Level": 3.379274249, + "Glucose_Level": 115.5739631, + "Potassium_Level": 4.855060769, + "Sodium_Level": 142.5381963, + "Smoking_Pack_Years": 74.96335361 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.26151071, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.36631112, + "White_Blood_Cell_Count": 7.54431255, + "Platelet_Count": 260.3217667, + "Albumin_Level": 4.783780266, + "Alkaline_Phosphatase_Level": 51.11872588, + "Alanine_Aminotransferase_Level": 32.12032364, + "Aspartate_Aminotransferase_Level": 15.63912093, + "Creatinine_Level": 1.362026289, + "LDH_Level": 245.6092901, + "Calcium_Level": 8.507300911, + "Phosphorus_Level": 2.757854704, + "Glucose_Level": 132.3843198, + "Potassium_Level": 3.606301538, + "Sodium_Level": 135.5368622, + "Smoking_Pack_Years": 86.28894675 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.80632971, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.27436989, + "White_Blood_Cell_Count": 4.633243335, + "Platelet_Count": 204.3816191, + "Albumin_Level": 4.013980044, + "Alkaline_Phosphatase_Level": 75.28589779, + "Alanine_Aminotransferase_Level": 27.93267763, + "Aspartate_Aminotransferase_Level": 26.0515401, + "Creatinine_Level": 1.177255648, + "LDH_Level": 129.7886913, + "Calcium_Level": 10.47540316, + "Phosphorus_Level": 3.61835199, + "Glucose_Level": 140.0452612, + "Potassium_Level": 4.690206966, + "Sodium_Level": 143.8892322, + "Smoking_Pack_Years": 32.93966489 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.18117105, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 24.51678544, + "Aspartate_Aminotransferase_Level": 12.60320541, + "Creatinine_Level": 1.202394608, + "LDH_Level": 212.7584106, + "Calcium_Level": 8.708778059, + "Phosphorus_Level": 4.694085274, + "Glucose_Level": 107.0610938, + "Potassium_Level": 4.355245657, + "Sodium_Level": 135.3362012, + "Smoking_Pack_Years": 71.05328143 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.77357738, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.56301725, + "White_Blood_Cell_Count": 8.875619299, + "Platelet_Count": 447.2217437, + "Albumin_Level": 4.32572236, + "Alkaline_Phosphatase_Level": 83.87690092, + "Alanine_Aminotransferase_Level": 25.77912298, + "Aspartate_Aminotransferase_Level": 16.12745086, + "Creatinine_Level": 1.438555912, + "LDH_Level": 137.9396682, + "Calcium_Level": 9.321434452, + "Phosphorus_Level": 3.74478666, + "Glucose_Level": 89.67014648, + "Potassium_Level": 4.831782722, + "Sodium_Level": 140.9205982, + "Smoking_Pack_Years": 75.20551297 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.4653277, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 21.81711031, + "Aspartate_Aminotransferase_Level": 34.27724003, + "Creatinine_Level": 0.681828276, + "LDH_Level": 171.2095246, + "Calcium_Level": 9.273644128, + "Phosphorus_Level": 4.328299713, + "Glucose_Level": 109.2931014, + "Potassium_Level": 4.042215316, + "Sodium_Level": 136.5316367, + "Smoking_Pack_Years": 72.43094359 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.71439734, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.2365505, + "White_Blood_Cell_Count": 8.252482241, + "Platelet_Count": 188.6935028, + "Albumin_Level": 4.14157041, + "Alkaline_Phosphatase_Level": 33.05224935, + "Alanine_Aminotransferase_Level": 25.93566612, + "Aspartate_Aminotransferase_Level": 46.10403487, + "Creatinine_Level": 1.248000251, + "LDH_Level": 147.7792383, + "Calcium_Level": 9.815357819, + "Phosphorus_Level": 3.656372213, + "Glucose_Level": 75.63421943, + "Potassium_Level": 4.594367139, + "Sodium_Level": 137.1081349, + "Smoking_Pack_Years": 32.71975016 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.46438919, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.08816627, + "White_Blood_Cell_Count": 6.304783026, + "Platelet_Count": 154.8089986, + "Albumin_Level": 4.848828919, + "Alkaline_Phosphatase_Level": 106.3296082, + "Alanine_Aminotransferase_Level": 31.33371693, + "Aspartate_Aminotransferase_Level": 11.77276266, + "Creatinine_Level": 0.726175014, + "LDH_Level": 127.1235645, + "Calcium_Level": 8.331276236, + "Phosphorus_Level": 2.595039806, + "Glucose_Level": 78.44210064, + "Potassium_Level": 4.071407462, + "Sodium_Level": 136.3904729, + "Smoking_Pack_Years": 5.510480793 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.4776807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.30990703, + "White_Blood_Cell_Count": 4.408532312, + "Platelet_Count": 300.2658964, + "Albumin_Level": 4.574655137, + "Alkaline_Phosphatase_Level": 42.3690664, + "Alanine_Aminotransferase_Level": 16.22579177, + "Aspartate_Aminotransferase_Level": 18.43314345, + "Creatinine_Level": 0.98512814, + "LDH_Level": 196.6740079, + "Calcium_Level": 8.380686972, + "Phosphorus_Level": 4.759802305, + "Glucose_Level": 105.3374348, + "Potassium_Level": 3.926244259, + "Sodium_Level": 136.8877864, + "Smoking_Pack_Years": 77.29497601 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.13214964, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.88331776, + "White_Blood_Cell_Count": 5.092020833, + "Platelet_Count": 246.0998772, + "Albumin_Level": 3.920359428, + "Alkaline_Phosphatase_Level": 68.45096351, + "Alanine_Aminotransferase_Level": 30.72587549, + "Aspartate_Aminotransferase_Level": 17.49181917, + "Creatinine_Level": 1.42053114, + "LDH_Level": 179.7992488, + "Calcium_Level": 8.357123099, + "Phosphorus_Level": 4.614982076, + "Glucose_Level": 82.28411908, + "Potassium_Level": 4.808633492, + "Sodium_Level": 143.5085228, + "Smoking_Pack_Years": 89.88770596 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.32518492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.66133624, + "White_Blood_Cell_Count": 9.712636163, + "Platelet_Count": 443.6380073, + "Albumin_Level": 4.167451142, + "Alkaline_Phosphatase_Level": 77.60919517, + "Alanine_Aminotransferase_Level": 27.30451709, + "Aspartate_Aminotransferase_Level": 22.90124045, + "Creatinine_Level": 0.935053582, + "LDH_Level": 213.7802529, + "Calcium_Level": 8.176562485, + "Phosphorus_Level": 2.7817401, + "Glucose_Level": 88.47876308, + "Potassium_Level": 4.688183472, + "Sodium_Level": 137.2106514, + "Smoking_Pack_Years": 6.511340973 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.20704983, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.45377993, + "White_Blood_Cell_Count": 8.061583109, + "Platelet_Count": 273.3833816, + "Albumin_Level": 4.54396673, + "Alkaline_Phosphatase_Level": 104.6014753, + "Alanine_Aminotransferase_Level": 22.31120989, + "Aspartate_Aminotransferase_Level": 43.88002632, + "Creatinine_Level": 1.467164175, + "LDH_Level": 126.3617433, + "Calcium_Level": 10.26293429, + "Phosphorus_Level": 2.973781971, + "Glucose_Level": 139.0672377, + "Potassium_Level": 4.820595145, + "Sodium_Level": 137.3826162, + "Smoking_Pack_Years": 6.783235442 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.55999985, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 11.09550166, + "White_Blood_Cell_Count": 5.297837952, + "Platelet_Count": 199.9486857, + "Albumin_Level": 3.08295368, + "Alkaline_Phosphatase_Level": 89.37678381, + "Alanine_Aminotransferase_Level": 35.92283588, + "Aspartate_Aminotransferase_Level": 14.44333229, + "Creatinine_Level": 0.991938354, + "LDH_Level": 211.5998355, + "Calcium_Level": 10.0467424, + "Phosphorus_Level": 3.062336612, + "Glucose_Level": 120.483926, + "Potassium_Level": 3.976852652, + "Sodium_Level": 141.8921164, + "Smoking_Pack_Years": 85.87232836 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.3142119, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.71663157, + "White_Blood_Cell_Count": 3.918484436, + "Platelet_Count": 371.4970989, + "Albumin_Level": 3.732404855, + "Alkaline_Phosphatase_Level": 51.33383301, + "Alanine_Aminotransferase_Level": 19.83606083, + "Aspartate_Aminotransferase_Level": 15.62948051, + "Creatinine_Level": 1.134272232, + "LDH_Level": 220.3855537, + "Calcium_Level": 9.130989937, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.89743485, + "White_Blood_Cell_Count": 5.1698603, + "Platelet_Count": 440.9659753, + "Albumin_Level": 3.255433831, + "Alkaline_Phosphatase_Level": 90.61944512, + "Alanine_Aminotransferase_Level": 7.556515629, + "Aspartate_Aminotransferase_Level": 47.88863051, + "Creatinine_Level": 1.410295232, + "LDH_Level": 224.1417915, + "Calcium_Level": 9.051882763, + "Phosphorus_Level": 3.394322535, + "Glucose_Level": 89.5502949, + "Potassium_Level": 4.11910036, + "Sodium_Level": 142.1252634, + "Smoking_Pack_Years": 74.46942913 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.514205815, + "Phosphorus_Level": 3.68982539, + "Glucose_Level": 138.895751, + "Potassium_Level": 3.824769242, + "Sodium_Level": 141.6467061, + "Smoking_Pack_Years": 6.150213375 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.98048748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.65731226, + "White_Blood_Cell_Count": 9.669237128, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.18878904, + "White_Blood_Cell_Count": 6.709058781, + "Platelet_Count": 274.1396283, + "Albumin_Level": 3.799028438, + "Alkaline_Phosphatase_Level": 60.71730329, + "Alanine_Aminotransferase_Level": 28.45822379, + "Aspartate_Aminotransferase_Level": 24.57137824, + "Creatinine_Level": 1.13495319, + "LDH_Level": 134.3457475, + "Calcium_Level": 8.374309827, + "Phosphorus_Level": 4.928217321, + "Glucose_Level": 104.4078373, + "Potassium_Level": 4.62870802, + "Sodium_Level": 142.8362192, + "Smoking_Pack_Years": 57.00425603 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.33041933, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.56991836, + "White_Blood_Cell_Count": 9.88629869, + "Platelet_Count": 438.6470992, + "Albumin_Level": 3.915653733, + "Alkaline_Phosphatase_Level": 82.55756277, + "Alanine_Aminotransferase_Level": 9.744239674, + "Aspartate_Aminotransferase_Level": 42.51572599, + "Creatinine_Level": 0.83294749, + "LDH_Level": 211.465963, + "Calcium_Level": 8.328619248, + "Phosphorus_Level": 4.303127776, + "Glucose_Level": 137.8669356, + "Potassium_Level": 4.68876591, + "Sodium_Level": 136.7091916, + "Smoking_Pack_Years": 24.9996797 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.6592285, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.76184269, + "White_Blood_Cell_Count": 8.091431521, + "Platelet_Count": 423.5113466, + "Albumin_Level": 3.707540369, + "Alkaline_Phosphatase_Level": 45.79041783, + "Alanine_Aminotransferase_Level": 24.01189392, + "Aspartate_Aminotransferase_Level": 34.45126345, + "Creatinine_Level": 1.470440487, + "LDH_Level": 129.7636623, 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"No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.67570532, + "White_Blood_Cell_Count": 6.547124032, + "Platelet_Count": 363.1345239, + "Albumin_Level": 3.986416058, + "Alkaline_Phosphatase_Level": 68.89305509, + "Alanine_Aminotransferase_Level": 39.7734116, + "Aspartate_Aminotransferase_Level": 38.30557126, + "Creatinine_Level": 0.812966039, + "LDH_Level": 109.2247206, + "Calcium_Level": 9.050386508, + "Phosphorus_Level": 3.978995949, + "Glucose_Level": 80.19103384, + "Potassium_Level": 4.521738604, + "Sodium_Level": 137.4225896, + "Smoking_Pack_Years": 32.41888146 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.84609712, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.15587058, + "White_Blood_Cell_Count": 5.19417487, + "Platelet_Count": 306.7303357, + "Albumin_Level": 3.871356384, + "Alkaline_Phosphatase_Level": 69.65001442, + "Alanine_Aminotransferase_Level": 16.36379852, + "Aspartate_Aminotransferase_Level": 15.96730811, + "Creatinine_Level": 0.745908364, + "LDH_Level": 183.3111128, + "Calcium_Level": 8.494180236, + "Phosphorus_Level": 4.414885636, + "Glucose_Level": 114.8825568, + "Potassium_Level": 4.345171521, + "Sodium_Level": 144.551364, + "Smoking_Pack_Years": 18.30054395 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.37438007, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.53610136, + "White_Blood_Cell_Count": 7.123043408, + "Platelet_Count": 314.347173, + "Albumin_Level": 3.301070498, + "Alkaline_Phosphatase_Level": 91.86633738, + "Alanine_Aminotransferase_Level": 17.0312887, + "Aspartate_Aminotransferase_Level": 29.05539427, + "Creatinine_Level": 1.050631158, + "LDH_Level": 117.0105577, + "Calcium_Level": 10.17689907, + "Phosphorus_Level": 3.23225452, + "Glucose_Level": 125.0637797, + "Potassium_Level": 3.582074956, + "Sodium_Level": 142.6295443, + "Smoking_Pack_Years": 76.33154635 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.49376727, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.05658983, + "White_Blood_Cell_Count": 8.386906814, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.34375378, + "White_Blood_Cell_Count": 6.854282045, + "Platelet_Count": 163.2180092, + "Albumin_Level": 4.692971082, + "Alkaline_Phosphatase_Level": 97.07665625, + "Alanine_Aminotransferase_Level": 11.49293566, + "Aspartate_Aminotransferase_Level": 13.08963329, + "Creatinine_Level": 0.76001364, + "LDH_Level": 228.8057989, + "Calcium_Level": 9.57976654, + "Phosphorus_Level": 3.522574652, + "Glucose_Level": 124.6413931, + "Potassium_Level": 4.600727563, + "Sodium_Level": 143.7224673, + "Smoking_Pack_Years": 54.46047539 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.55969959, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.15625504, + "White_Blood_Cell_Count": 6.067337779, + "Platelet_Count": 376.82652, + "Albumin_Level": 3.957120202, + "Alkaline_Phosphatase_Level": 104.8440728, + "Alanine_Aminotransferase_Level": 10.1510229, + "Aspartate_Aminotransferase_Level": 20.71026838, + "Creatinine_Level": 0.981242598, + "LDH_Level": 207.0359861, + "Calcium_Level": 9.987243074, + "Phosphorus_Level": 2.751810392, + "Glucose_Level": 137.1646043, + "Potassium_Level": 4.36556865, + "Sodium_Level": 135.2835259, + "Smoking_Pack_Years": 96.26981341 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.8678336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.28592653, + "White_Blood_Cell_Count": 4.492897724, + "Platelet_Count": 441.773202, + "Albumin_Level": 3.500466289, + "Alkaline_Phosphatase_Level": 75.21048834, + "Alanine_Aminotransferase_Level": 37.50950009, + "Aspartate_Aminotransferase_Level": 26.76587257, + "Creatinine_Level": 1.415476876, + "LDH_Level": 119.4403985, + "Calcium_Level": 8.814492336, + "Phosphorus_Level": 4.900182695, + "Glucose_Level": 127.9245684, + "Potassium_Level": 4.98773641, + "Sodium_Level": 136.2667199, + "Smoking_Pack_Years": 93.68487174 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.27573217, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.36286016, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.84483919, + "White_Blood_Cell_Count": 9.879738373, + "Platelet_Count": 234.6015452, + "Albumin_Level": 4.475241979, + "Alkaline_Phosphatase_Level": 70.07146357, + "Alanine_Aminotransferase_Level": 24.40382116, + "Aspartate_Aminotransferase_Level": 41.00007181, + "Creatinine_Level": 1.459398116, + "LDH_Level": 245.1503175, + "Calcium_Level": 8.179334675, + "Phosphorus_Level": 3.197799072, + "Glucose_Level": 95.23535466, + "Potassium_Level": 4.584937472, + "Sodium_Level": 136.0200462, + "Smoking_Pack_Years": 78.80434789 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.24864197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 35.88830206, + "Creatinine_Level": 0.76835971, + "LDH_Level": 101.248615, + "Calcium_Level": 9.835492093, + "Phosphorus_Level": 4.64170936, + "Glucose_Level": 82.87238518, + "Potassium_Level": 3.804177317, + "Sodium_Level": 144.7626122, + "Smoking_Pack_Years": 51.89207788 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.81756225, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.66445232, + "White_Blood_Cell_Count": 8.108191728, + "Platelet_Count": 277.5162505, + "Albumin_Level": 4.370450909, + "Alkaline_Phosphatase_Level": 110.7570572, + "Alanine_Aminotransferase_Level": 37.11462874, + "Aspartate_Aminotransferase_Level": 15.20655739, + "Creatinine_Level": 1.430996013, + "LDH_Level": 217.724079, + "Calcium_Level": 8.740167804, + "Phosphorus_Level": 2.966270384, + "Glucose_Level": 105.7061469, + "Potassium_Level": 3.600261695, + "Sodium_Level": 143.2081819, + "Smoking_Pack_Years": 72.59350005 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.60964109, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.50950556, + "White_Blood_Cell_Count": 4.62362295, + "Platelet_Count": 195.6556492, + "Albumin_Level": 4.257114436, + "Alkaline_Phosphatase_Level": 92.06851161, + "Alanine_Aminotransferase_Level": 12.4573718, + "Aspartate_Aminotransferase_Level": 48.19513372, + "Creatinine_Level": 0.929151081, + "LDH_Level": 169.4388562, + "Calcium_Level": 8.929695048, + "Phosphorus_Level": 3.060482462, + "Glucose_Level": 146.1029462, + "Potassium_Level": 3.678999759, + "Sodium_Level": 138.7494607, + "Smoking_Pack_Years": 30.82513407 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.48917897, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.69956366, + "White_Blood_Cell_Count": 9.925428433, + "Platelet_Count": 234.1085387, + "Albumin_Level": 3.012601961, + "Alkaline_Phosphatase_Level": 80.55684756, + "Alanine_Aminotransferase_Level": 37.03435952, + "Aspartate_Aminotransferase_Level": 14.15112055, + "Creatinine_Level": 1.418295035, + "LDH_Level": 191.9320709, + "Calcium_Level": 8.143665768, + "Phosphorus_Level": 3.710283202, + "Glucose_Level": 108.3500998, + "Potassium_Level": 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12.97545692, + "Aspartate_Aminotransferase_Level": 16.95744172, + "Creatinine_Level": 0.697571204, + "LDH_Level": 120.6049673, + "Calcium_Level": 8.615212589, + "Phosphorus_Level": 4.601525595, + "Glucose_Level": 101.4380883, + "Potassium_Level": 4.086113925, + "Sodium_Level": 138.7870585, + "Smoking_Pack_Years": 65.87573982 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.70460871, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.60007987, + "White_Blood_Cell_Count": 7.155224604, + "Platelet_Count": 410.9529267, + "Albumin_Level": 3.126991028, + "Alkaline_Phosphatase_Level": 96.11971495, + "Alanine_Aminotransferase_Level": 21.21808443, + "Aspartate_Aminotransferase_Level": 15.81181008, + "Creatinine_Level": 0.640519132, + "LDH_Level": 199.2824913, + "Calcium_Level": 9.613195298, + "Phosphorus_Level": 3.209730136, + "Glucose_Level": 77.38891312, + "Potassium_Level": 4.531785083, + "Sodium_Level": 142.0759027, + "Smoking_Pack_Years": 91.02845541 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.10657263, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.7298073, + "White_Blood_Cell_Count": 4.543374186, + "Platelet_Count": 416.0745638, + "Albumin_Level": 4.031392378, + "Alkaline_Phosphatase_Level": 88.30151083, + "Alanine_Aminotransferase_Level": 38.36025994, + "Aspartate_Aminotransferase_Level": 18.69946293, + "Creatinine_Level": 0.665481453, + "LDH_Level": 248.2898704, + "Calcium_Level": 8.981086726, + "Phosphorus_Level": 4.780777092, + "Glucose_Level": 105.7394913, + "Potassium_Level": 3.505488012, + "Sodium_Level": 139.1610676, + "Smoking_Pack_Years": 38.81492403 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.47875087, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.39588931, + "White_Blood_Cell_Count": 7.24086435, + "Platelet_Count": 158.0515983, + "Albumin_Level": 3.556941282, + "Alkaline_Phosphatase_Level": 77.33526966, + "Alanine_Aminotransferase_Level": 32.70328221, + "Aspartate_Aminotransferase_Level": 49.6936739, + "Creatinine_Level": 1.416947707, + "LDH_Level": 172.5367226, + "Calcium_Level": 10.34903359, + "Phosphorus_Level": 4.22786427, + "Glucose_Level": 144.2347377, + "Potassium_Level": 3.954772127, + "Sodium_Level": 144.3423589, + "Smoking_Pack_Years": 55.77589442 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.46454038, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.34559039, + "White_Blood_Cell_Count": 3.997932154, + "Platelet_Count": 403.6715319, + "Albumin_Level": 3.079835749, + "Alkaline_Phosphatase_Level": 114.119028, + "Alanine_Aminotransferase_Level": 17.8815498, + "Aspartate_Aminotransferase_Level": 33.57936002, + "Creatinine_Level": 0.626545179, + "LDH_Level": 164.7050339, + "Calcium_Level": 9.386884069, + "Phosphorus_Level": 4.999670182, + "Glucose_Level": 140.2100799, + "Potassium_Level": 4.611445569, + "Sodium_Level": 137.8464417, + "Smoking_Pack_Years": 83.12599673 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.07953445, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.00666353, + "White_Blood_Cell_Count": 8.774790942, + "Platelet_Count": 183.069413, + "Albumin_Level": 4.525825792, + "Alkaline_Phosphatase_Level": 65.90166038, + "Alanine_Aminotransferase_Level": 25.5586946, + "Aspartate_Aminotransferase_Level": 18.12826527, + "Creatinine_Level": 1.065244764, + "LDH_Level": 148.4313576, + "Calcium_Level": 8.096024589, + "Phosphorus_Level": 3.568691666, + "Glucose_Level": 106.5769638, + "Potassium_Level": 3.833776237, + "Sodium_Level": 140.1228162, + "Smoking_Pack_Years": 29.37377735 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.21385741, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.74289055, + "White_Blood_Cell_Count": 7.637441465, + "Platelet_Count": 403.6429887, + "Albumin_Level": 3.558849064, + "Alkaline_Phosphatase_Level": 97.58480438, + "Alanine_Aminotransferase_Level": 34.68642977, + "Aspartate_Aminotransferase_Level": 31.02019128, + "Creatinine_Level": 1.269654942, + "LDH_Level": 148.501531, + "Calcium_Level": 8.955167054, + "Phosphorus_Level": 3.40746094, + "Glucose_Level": 115.6840165, + "Potassium_Level": 4.254842507, + "Sodium_Level": 140.3276805, + "Smoking_Pack_Years": 87.1847772 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.62825511, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.61087467, + "White_Blood_Cell_Count": 6.989530168, + "Platelet_Count": 292.781085, + "Albumin_Level": 4.953472348, + "Alkaline_Phosphatase_Level": 70.43516765, + "Alanine_Aminotransferase_Level": 29.47152735, + "Aspartate_Aminotransferase_Level": 35.14169944, + "Creatinine_Level": 0.942164778, + "LDH_Level": 240.9830569, + "Calcium_Level": 8.006395743, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 84.6691205, + "Alanine_Aminotransferase_Level": 31.32820842, + "Aspartate_Aminotransferase_Level": 22.92991313, + "Creatinine_Level": 1.214797713, + "LDH_Level": 154.3716387, + "Calcium_Level": 8.997461369, + "Phosphorus_Level": 3.541451848, + "Glucose_Level": 89.23529149, + "Potassium_Level": 4.238890212, + "Sodium_Level": 141.2222394, + "Smoking_Pack_Years": 82.83066593 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.70465365, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.25650714, + "White_Blood_Cell_Count": 5.140621668, + "Platelet_Count": 422.8252287, + "Albumin_Level": 3.571288975, + "Alkaline_Phosphatase_Level": 112.5029212, + "Alanine_Aminotransferase_Level": 20.37210372, + "Aspartate_Aminotransferase_Level": 28.84832785, + "Creatinine_Level": 1.298547529, + "LDH_Level": 140.0045269, + "Calcium_Level": 8.057774088, + "Phosphorus_Level": 2.980190076, + "Glucose_Level": 148.2592775, + "Potassium_Level": 4.256326109, + "Sodium_Level": 135.0091236, + "Smoking_Pack_Years": 22.2111704 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.219887619, + "Glucose_Level": 147.399594, + "Potassium_Level": 4.865510632, + "Sodium_Level": 139.1171549, + "Smoking_Pack_Years": 84.24187134 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.08099557, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.89841655, + "White_Blood_Cell_Count": 3.606956217, + "Platelet_Count": 223.6474138, + "Albumin_Level": 4.575831638, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.00454516, + "White_Blood_Cell_Count": 9.972733036, + "Platelet_Count": 272.0684668, + "Albumin_Level": 3.323019365, + "Alkaline_Phosphatase_Level": 112.1040768, + "Alanine_Aminotransferase_Level": 18.17724797, + "Aspartate_Aminotransferase_Level": 38.17833124, + "Creatinine_Level": 1.418117771, + "LDH_Level": 127.8442406, + "Calcium_Level": 10.48661784, + "Phosphorus_Level": 3.97489941, + "Glucose_Level": 109.7435727, + "Potassium_Level": 4.103370089, + "Sodium_Level": 138.563127, + "Smoking_Pack_Years": 2.659142937 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.850370136, + "Phosphorus_Level": 2.583377735, + "Glucose_Level": 120.1782557, + "Potassium_Level": 4.835605574, + "Sodium_Level": 137.597893, + "Smoking_Pack_Years": 78.71084115 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.56058882, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.22052638, + "White_Blood_Cell_Count": 9.848935702, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.34669311, + "White_Blood_Cell_Count": 5.814283377, + "Platelet_Count": 241.238118, + "Albumin_Level": 4.73919268, + "Alkaline_Phosphatase_Level": 45.70711812, + "Alanine_Aminotransferase_Level": 26.45710289, + "Aspartate_Aminotransferase_Level": 37.07941291, + "Creatinine_Level": 1.290281864, + "LDH_Level": 234.8782523, + "Calcium_Level": 10.34490627, + "Phosphorus_Level": 3.653685539, + "Glucose_Level": 79.91225475, + "Potassium_Level": 3.982979053, + "Sodium_Level": 144.758805, + "Smoking_Pack_Years": 79.6863518 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.17947872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.0198107, + "White_Blood_Cell_Count": 5.696401241, + "Platelet_Count": 275.4666496, + "Albumin_Level": 4.468783906, + "Alkaline_Phosphatase_Level": 35.64865909, + "Alanine_Aminotransferase_Level": 8.730354351, + "Aspartate_Aminotransferase_Level": 19.80731728, + "Creatinine_Level": 1.366525625, + "LDH_Level": 217.8376495, + 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133.7018435, + "Calcium_Level": 9.617810589, + "Phosphorus_Level": 4.722765245, + "Glucose_Level": 115.5298128, + "Potassium_Level": 3.948881676, + "Sodium_Level": 137.7856813, + "Smoking_Pack_Years": 96.24611909 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.91364712, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.47059248, + "White_Blood_Cell_Count": 4.596264886, + 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.34175668, + "White_Blood_Cell_Count": 6.040400317, + "Platelet_Count": 248.9271476, + "Albumin_Level": 4.197474784, + "Alkaline_Phosphatase_Level": 47.82475876, + "Alanine_Aminotransferase_Level": 26.33425741, + "Aspartate_Aminotransferase_Level": 38.0978394, + "Creatinine_Level": 1.173077438, + "LDH_Level": 226.8980158, + "Calcium_Level": 9.486883588, + "Phosphorus_Level": 4.317062124, + "Glucose_Level": 127.161327, + "Potassium_Level": 3.876426022, + "Sodium_Level": 144.8340008, + "Smoking_Pack_Years": 99.38239103 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.3691716, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.96452308, + "White_Blood_Cell_Count": 9.072155934, + "Platelet_Count": 269.9547644, + "Albumin_Level": 4.001248975, + "Alkaline_Phosphatase_Level": 68.40371151, + "Alanine_Aminotransferase_Level": 11.35177026, + "Aspartate_Aminotransferase_Level": 28.83949727, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.63827133, + "White_Blood_Cell_Count": 8.535019208, + "Platelet_Count": 405.3200288, + "Albumin_Level": 4.608819769, + "Alkaline_Phosphatase_Level": 79.51507014, + "Alanine_Aminotransferase_Level": 22.4600353, + "Aspartate_Aminotransferase_Level": 31.2820655, + "Creatinine_Level": 1.182336663, + "LDH_Level": 221.6879239, + "Calcium_Level": 8.897825365, + "Phosphorus_Level": 3.118540555, + "Glucose_Level": 121.5175879, + "Potassium_Level": 4.216691255, + "Sodium_Level": 144.2323013, + "Smoking_Pack_Years": 58.13976968 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.45016523, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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37.37458157, + "Aspartate_Aminotransferase_Level": 47.01836137, + "Creatinine_Level": 1.356675839, + "LDH_Level": 136.5569292, + "Calcium_Level": 9.197472437, + "Phosphorus_Level": 2.656182934, + "Glucose_Level": 115.898703, + "Potassium_Level": 4.091847843, + "Sodium_Level": 142.217049, + "Smoking_Pack_Years": 92.81383719 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.30061779, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 75, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.80746379, + "White_Blood_Cell_Count": 6.78578168, + "Platelet_Count": 207.6030418, + "Albumin_Level": 3.032547696, + "Alkaline_Phosphatase_Level": 51.21273026, + "Alanine_Aminotransferase_Level": 29.13609835, + "Aspartate_Aminotransferase_Level": 19.90400419, + "Creatinine_Level": 1.008824034, + "LDH_Level": 235.8565012, + "Calcium_Level": 10.27748919, + "Phosphorus_Level": 2.79463922, + "Glucose_Level": 133.9620835, + "Potassium_Level": 3.531230039, + "Sodium_Level": 138.3057723, + "Smoking_Pack_Years": 53.67836738 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.37543086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.4185252, + "White_Blood_Cell_Count": 8.699679469, + "Platelet_Count": 340.4589769, + "Albumin_Level": 3.512635146, + "Alkaline_Phosphatase_Level": 43.34272448, + "Alanine_Aminotransferase_Level": 25.52399735, + "Aspartate_Aminotransferase_Level": 19.69582254, + "Creatinine_Level": 1.209642363, + "LDH_Level": 182.5547274, + "Calcium_Level": 8.399847734, + "Phosphorus_Level": 3.971910428, + "Glucose_Level": 130.1598848, + "Potassium_Level": 4.957311355, + "Sodium_Level": 144.6372456, + "Smoking_Pack_Years": 32.10006302 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.08156685, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.24433556, + "White_Blood_Cell_Count": 9.55093961, + "Platelet_Count": 327.0762148, + "Albumin_Level": 4.617613017, + "Alkaline_Phosphatase_Level": 53.23951196, + "Alanine_Aminotransferase_Level": 29.3806228, + "Aspartate_Aminotransferase_Level": 45.29029996, + "Creatinine_Level": 0.576586738, + "LDH_Level": 177.4206986, + "Calcium_Level": 8.511060382, + "Phosphorus_Level": 3.390922485, + "Glucose_Level": 145.7955341, + "Potassium_Level": 3.857205932, + "Sodium_Level": 137.8220631, + "Smoking_Pack_Years": 48.11729133 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.10365263, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 65, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.20864023, + "White_Blood_Cell_Count": 3.943256101, + "Platelet_Count": 188.945871, + "Albumin_Level": 3.167734649, + "Alkaline_Phosphatase_Level": 64.29120238, + "Alanine_Aminotransferase_Level": 29.857351, + "Aspartate_Aminotransferase_Level": 22.32726113, + "Creatinine_Level": 0.633612701, + "LDH_Level": 181.8357736, + "Calcium_Level": 8.956397347, + "Phosphorus_Level": 2.767299711, + "Glucose_Level": 99.85283975, + "Potassium_Level": 4.034368648, + "Sodium_Level": 144.8237606, + "Smoking_Pack_Years": 59.36310658 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.50503854, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.87130074, + "White_Blood_Cell_Count": 7.758821613, + "Platelet_Count": 172.8639805, + "Albumin_Level": 3.009454376, + "Alkaline_Phosphatase_Level": 84.78207884, + "Alanine_Aminotransferase_Level": 6.342462072, + "Aspartate_Aminotransferase_Level": 10.10357016, + "Creatinine_Level": 0.72528798, + "LDH_Level": 242.6849168, + "Calcium_Level": 8.747088187, + "Phosphorus_Level": 3.571476206, + "Glucose_Level": 149.4307022, + "Potassium_Level": 3.594064884, + "Sodium_Level": 141.8635328, + "Smoking_Pack_Years": 89.22651488 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.61831758, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.98813685, + "White_Blood_Cell_Count": 6.831370094, + "Platelet_Count": 398.4906476, + "Albumin_Level": 4.590032303, + "Alkaline_Phosphatase_Level": 119.7995367, + "Alanine_Aminotransferase_Level": 37.37317687, + "Aspartate_Aminotransferase_Level": 44.08685982, + "Creatinine_Level": 1.130044743, + "LDH_Level": 217.071305, + "Calcium_Level": 9.3937318, + "Phosphorus_Level": 2.911393937, + "Glucose_Level": 148.5963386, + "Potassium_Level": 4.884111751, + "Sodium_Level": 137.4721592, + "Smoking_Pack_Years": 20.08608419 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.2250044, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 80, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.7047853, + "White_Blood_Cell_Count": 9.622234352, + "Platelet_Count": 435.4781723, + "Albumin_Level": 3.999990988, + "Alkaline_Phosphatase_Level": 44.62868055, + "Alanine_Aminotransferase_Level": 23.69534295, + "Aspartate_Aminotransferase_Level": 17.52844245, + "Creatinine_Level": 0.849734003, + "LDH_Level": 192.0690831, + "Calcium_Level": 9.742727547, + "Phosphorus_Level": 3.777380534, + "Glucose_Level": 113.3946424, + "Potassium_Level": 4.974472046, + "Sodium_Level": 140.3537529, + "Smoking_Pack_Years": 48.19555905 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.31376165, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.94264544, + "White_Blood_Cell_Count": 4.553650392, + "Platelet_Count": 447.2165157, + "Albumin_Level": 4.308921284, + "Alkaline_Phosphatase_Level": 106.6634015, + "Alanine_Aminotransferase_Level": 31.96894404, + "Aspartate_Aminotransferase_Level": 30.93808698, + "Creatinine_Level": 0.601453875, + "LDH_Level": 115.5757651, + "Calcium_Level": 8.732713231, + "Phosphorus_Level": 4.808933207, + "Glucose_Level": 135.3396265, + "Potassium_Level": 4.89181771, + "Sodium_Level": 135.2943664, + "Smoking_Pack_Years": 45.65295857 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.476154, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.86603218, + "White_Blood_Cell_Count": 4.011728363, + "Platelet_Count": 395.9511394, + "Albumin_Level": 3.930986998, + "Alkaline_Phosphatase_Level": 109.1636747, + "Alanine_Aminotransferase_Level": 19.5462735, + "Aspartate_Aminotransferase_Level": 26.86964065, + "Creatinine_Level": 0.875090271, + "LDH_Level": 117.2119855, + "Calcium_Level": 9.294528745, + "Phosphorus_Level": 3.822839078, + "Glucose_Level": 147.2196204, + "Potassium_Level": 4.84455714, + "Sodium_Level": 142.7496708, + "Smoking_Pack_Years": 34.26694698 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.98210067, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.30395137, + "White_Blood_Cell_Count": 7.012895165, + "Platelet_Count": 386.3743522, + "Albumin_Level": 4.9677528, + "Alkaline_Phosphatase_Level": 46.77284909, + "Alanine_Aminotransferase_Level": 30.6567272, + "Aspartate_Aminotransferase_Level": 40.29625255, + "Creatinine_Level": 1.113801949, + "LDH_Level": 114.1009315, + "Calcium_Level": 8.315959241, + "Phosphorus_Level": 4.127561619, + "Glucose_Level": 70.80982732, + "Potassium_Level": 3.663098772, + "Sodium_Level": 139.3660176, + "Smoking_Pack_Years": 41.84481051 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.63835654, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.16722369, + "White_Blood_Cell_Count": 8.731161403, + "Platelet_Count": 341.707539, + "Albumin_Level": 4.980208144, + "Alkaline_Phosphatase_Level": 48.73398414, + "Alanine_Aminotransferase_Level": 13.96000874, + "Aspartate_Aminotransferase_Level": 41.67263664, + "Creatinine_Level": 0.851882819, + "LDH_Level": 164.2031667, + "Calcium_Level": 9.388618353, + "Phosphorus_Level": 4.748538604, + "Glucose_Level": 121.4229301, + "Potassium_Level": 4.620633607, + "Sodium_Level": 135.6806223, + "Smoking_Pack_Years": 44.25533956 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.57399321, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.83251067, + "White_Blood_Cell_Count": 3.898589204, + "Platelet_Count": 294.719221, + "Albumin_Level": 3.455048126, + "Alkaline_Phosphatase_Level": 91.92544543, + "Alanine_Aminotransferase_Level": 16.75421546, + "Aspartate_Aminotransferase_Level": 16.66137477, + "Creatinine_Level": 0.737895859, + "LDH_Level": 157.9783149, + "Calcium_Level": 8.333424077, + "Phosphorus_Level": 4.038288874, + "Glucose_Level": 132.6392736, + "Potassium_Level": 4.703792154, + "Sodium_Level": 142.1476275, + "Smoking_Pack_Years": 65.26121537 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.61813036, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.62877948, + "White_Blood_Cell_Count": 3.647071044, + "Platelet_Count": 433.8613172, + "Albumin_Level": 3.214612695, + "Alkaline_Phosphatase_Level": 52.6078642, + "Alanine_Aminotransferase_Level": 9.857623125, + "Aspartate_Aminotransferase_Level": 37.21763139, + "Creatinine_Level": 1.4120307, + "LDH_Level": 189.9868008, + "Calcium_Level": 10.24217217, + "Phosphorus_Level": 2.776972795, + "Glucose_Level": 118.4851213, + "Potassium_Level": 4.242430938, + "Sodium_Level": 142.1446956, + "Smoking_Pack_Years": 33.21411757 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.43857258, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.68416029, + "White_Blood_Cell_Count": 3.865023619, + "Platelet_Count": 442.7514053, + "Albumin_Level": 4.442971618, + "Alkaline_Phosphatase_Level": 107.1023167, + "Alanine_Aminotransferase_Level": 28.13645399, + "Aspartate_Aminotransferase_Level": 32.35785791, + "Creatinine_Level": 1.077443659, + "LDH_Level": 247.471082, + "Calcium_Level": 8.105536917, + "Phosphorus_Level": 3.793718374, + "Glucose_Level": 72.849513, + "Potassium_Level": 4.570594427, + "Sodium_Level": 135.7559491, + "Smoking_Pack_Years": 21.37594336 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.5039752, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.36605125, + "White_Blood_Cell_Count": 3.830744271, + "Platelet_Count": 297.075242, + "Albumin_Level": 4.966672032, + "Alkaline_Phosphatase_Level": 117.0438761, + "Alanine_Aminotransferase_Level": 27.39776022, + "Aspartate_Aminotransferase_Level": 28.42268782, + "Creatinine_Level": 1.297318625, + "LDH_Level": 187.1624216, + "Calcium_Level": 9.413976661, + "Phosphorus_Level": 4.224352507, + "Glucose_Level": 101.0152401, + "Potassium_Level": 3.583793871, + "Sodium_Level": 140.3855884, + "Smoking_Pack_Years": 96.29623449 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.87315422, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.745611, + "White_Blood_Cell_Count": 6.713284526, + "Platelet_Count": 317.2039663, + "Albumin_Level": 4.110137076, + "Alkaline_Phosphatase_Level": 90.0962664, + "Alanine_Aminotransferase_Level": 33.24424085, + "Aspartate_Aminotransferase_Level": 19.88852026, + "Creatinine_Level": 1.475749898, + "LDH_Level": 173.7650567, + "Calcium_Level": 9.131186238, + "Phosphorus_Level": 3.001380054, + "Glucose_Level": 119.2045605, + "Potassium_Level": 4.978791984, + "Sodium_Level": 140.2078196, + "Smoking_Pack_Years": 15.67058342 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.73033025, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.40195399, + "White_Blood_Cell_Count": 4.045221727, + "Platelet_Count": 355.9941794, + "Albumin_Level": 3.824657228, + "Alkaline_Phosphatase_Level": 43.13306459, + "Alanine_Aminotransferase_Level": 36.2998778, + "Aspartate_Aminotransferase_Level": 38.1728275, + "Creatinine_Level": 1.186739545, + "LDH_Level": 211.4408485, + "Calcium_Level": 8.768384642, + "Phosphorus_Level": 3.224887371, + "Glucose_Level": 101.2076636, + "Potassium_Level": 3.526884623, + "Sodium_Level": 144.6501504, + "Smoking_Pack_Years": 5.020782177 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.00837212, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.94625491, + "White_Blood_Cell_Count": 6.079653383, + "Platelet_Count": 211.5963159, + "Albumin_Level": 4.303284961, + "Alkaline_Phosphatase_Level": 67.25851842, + "Alanine_Aminotransferase_Level": 24.77934121, + "Aspartate_Aminotransferase_Level": 49.39674373, + "Creatinine_Level": 1.250245904, + "LDH_Level": 217.3885889, + "Calcium_Level": 9.639010231, + "Phosphorus_Level": 2.97563728, + "Glucose_Level": 127.5783341, + "Potassium_Level": 4.288737349, + "Sodium_Level": 138.5006601, + "Smoking_Pack_Years": 2.230809741 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.8809306, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.89879105, + "White_Blood_Cell_Count": 5.584127938, + "Platelet_Count": 392.3286208, + "Albumin_Level": 4.617744821, + "Alkaline_Phosphatase_Level": 102.7538948, + "Alanine_Aminotransferase_Level": 13.70072128, + "Aspartate_Aminotransferase_Level": 16.43009239, + "Creatinine_Level": 1.054525524, + "LDH_Level": 109.3050399, + "Calcium_Level": 9.103635177, + "Phosphorus_Level": 3.44192783, + "Glucose_Level": 99.38305313, + "Potassium_Level": 4.178661746, + "Sodium_Level": 135.6177904, + "Smoking_Pack_Years": 0.349878722 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.83616303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.26854279, + "White_Blood_Cell_Count": 9.424234648, + "Platelet_Count": 269.9613141, + "Albumin_Level": 4.036625224, + "Alkaline_Phosphatase_Level": 69.65689411, + "Alanine_Aminotransferase_Level": 15.10102862, + "Aspartate_Aminotransferase_Level": 48.49461701, + "Creatinine_Level": 1.238758128, + "LDH_Level": 247.9568424, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.24182976, + "White_Blood_Cell_Count": 4.65357123, + "Platelet_Count": 393.2361704, + "Albumin_Level": 3.15477343, + "Alkaline_Phosphatase_Level": 87.56434429, + "Alanine_Aminotransferase_Level": 7.131008465, + "Aspartate_Aminotransferase_Level": 41.42029568, + "Creatinine_Level": 1.06589257, + "LDH_Level": 188.5382678, + "Calcium_Level": 9.728354788, + "Phosphorus_Level": 4.070942608, + "Glucose_Level": 112.6569852, + "Potassium_Level": 4.361290986, + "Sodium_Level": 143.1461224, + "Smoking_Pack_Years": 22.86526895 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.32203396, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.78229723, + "White_Blood_Cell_Count": 3.745202489, + "Platelet_Count": 197.5169325, + "Albumin_Level": 3.621697208, + "Alkaline_Phosphatase_Level": 118.7722442, + "Alanine_Aminotransferase_Level": 13.02178924, + "Aspartate_Aminotransferase_Level": 49.18139164, + "Creatinine_Level": 1.105890178, + "LDH_Level": 225.4563969, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.78880954, + "White_Blood_Cell_Count": 3.685260005, + "Platelet_Count": 249.0916893, + "Albumin_Level": 4.613177646, + "Alkaline_Phosphatase_Level": 87.33328131, + "Alanine_Aminotransferase_Level": 24.84447416, + "Aspartate_Aminotransferase_Level": 24.09697329, + "Creatinine_Level": 0.672793972, + "LDH_Level": 139.2572347, + "Calcium_Level": 8.058975657, + "Phosphorus_Level": 4.537513369, + "Glucose_Level": 126.0110362, + "Potassium_Level": 3.925607703, + "Sodium_Level": 140.8995937, + "Smoking_Pack_Years": 11.33722755 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.43930383, + "White_Blood_Cell_Count": 6.001413583, + "Platelet_Count": 439.6596114, + "Albumin_Level": 4.845315749, + "Alkaline_Phosphatase_Level": 104.7023548, + "Alanine_Aminotransferase_Level": 9.565801577, + "Aspartate_Aminotransferase_Level": 22.61962519, + "Creatinine_Level": 0.656046586, + "LDH_Level": 108.1251066, + "Calcium_Level": 10.16807861, + "Phosphorus_Level": 3.334693991, + "Glucose_Level": 141.8243429, + "Potassium_Level": 3.83720246, + "Sodium_Level": 142.8779946, + "Smoking_Pack_Years": 53.39757663 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.88835424, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.23621472, + "White_Blood_Cell_Count": 3.951976634, + "Platelet_Count": 235.666372, + "Albumin_Level": 3.30007739, + "Alkaline_Phosphatase_Level": 67.21762379, + "Alanine_Aminotransferase_Level": 23.73720705, + "Aspartate_Aminotransferase_Level": 40.54058685, + "Creatinine_Level": 0.556898561, + "LDH_Level": 246.5830211, + "Calcium_Level": 9.165036085, + "Phosphorus_Level": 4.408211408, + "Glucose_Level": 102.2745917, + "Potassium_Level": 4.485678521, + "Sodium_Level": 138.1453773, + "Smoking_Pack_Years": 55.32440914 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.17370917, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.61294708, + "White_Blood_Cell_Count": 7.562047196, + "Platelet_Count": 337.8835688, + "Albumin_Level": 3.553797881, + "Alkaline_Phosphatase_Level": 71.49966307, + "Alanine_Aminotransferase_Level": 10.3410372, + "Aspartate_Aminotransferase_Level": 29.20765351, + "Creatinine_Level": 1.341369916, + "LDH_Level": 161.344144, + "Calcium_Level": 9.70393273, + "Phosphorus_Level": 2.616344728, + "Glucose_Level": 111.0597678, + "Potassium_Level": 3.555969883, + "Sodium_Level": 139.205389, + "Smoking_Pack_Years": 9.548846648 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.67895188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.93464573, + "White_Blood_Cell_Count": 3.945146137, + "Platelet_Count": 364.6113369, + "Albumin_Level": 3.742697332, + "Alkaline_Phosphatase_Level": 74.15729623, + "Alanine_Aminotransferase_Level": 20.58434673, + "Aspartate_Aminotransferase_Level": 29.75180429, + "Creatinine_Level": 0.888185989, + "LDH_Level": 167.6008847, + "Calcium_Level": 9.692295531, + "Phosphorus_Level": 2.676350161, + "Glucose_Level": 117.5907196, + "Potassium_Level": 3.727268119, + "Sodium_Level": 142.6111257, + "Smoking_Pack_Years": 28.10586282 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.72831857, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.33057509, + "White_Blood_Cell_Count": 4.159408874, + "Platelet_Count": 249.5209634, + "Albumin_Level": 3.650939133, + "Alkaline_Phosphatase_Level": 66.44322583, + "Alanine_Aminotransferase_Level": 39.41250154, + "Aspartate_Aminotransferase_Level": 13.99029439, + "Creatinine_Level": 1.190076555, + "LDH_Level": 188.9652957, + "Calcium_Level": 9.897000089, + "Phosphorus_Level": 3.512743727, + "Glucose_Level": 95.43407696, + "Potassium_Level": 3.534010309, + "Sodium_Level": 144.2418585, + "Smoking_Pack_Years": 47.29974762 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.65702184, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.5627272, + "White_Blood_Cell_Count": 9.508498947, + "Platelet_Count": 415.0249175, + "Albumin_Level": 3.273378386, + "Alkaline_Phosphatase_Level": 77.95338292, + "Alanine_Aminotransferase_Level": 18.93871988, + "Aspartate_Aminotransferase_Level": 35.27430509, + "Creatinine_Level": 1.39801187, + "LDH_Level": 139.500478, + "Calcium_Level": 9.957989325, + "Phosphorus_Level": 3.59875958, + "Glucose_Level": 80.85762231, + "Potassium_Level": 4.9607434, + "Sodium_Level": 138.5652301, + "Smoking_Pack_Years": 16.4105289 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.19877768, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.96202323, + "White_Blood_Cell_Count": 5.997490035, + "Platelet_Count": 449.056944, + "Albumin_Level": 3.110209451, + "Alkaline_Phosphatase_Level": 107.7479201, + "Alanine_Aminotransferase_Level": 8.947715243, + "Aspartate_Aminotransferase_Level": 34.35133368, + "Creatinine_Level": 1.029095367, + "LDH_Level": 162.7572241, + "Calcium_Level": 8.644524622, + "Phosphorus_Level": 3.022403986, + "Glucose_Level": 75.16950679, + "Potassium_Level": 4.012775605, + "Sodium_Level": 135.1861372, + "Smoking_Pack_Years": 57.14708708 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.4706344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.41539284, + "White_Blood_Cell_Count": 5.617101169, + "Platelet_Count": 335.3271628, + "Albumin_Level": 4.096525096, + "Alkaline_Phosphatase_Level": 62.7400033, + "Alanine_Aminotransferase_Level": 20.86841383, + "Aspartate_Aminotransferase_Level": 37.42280673, + "Creatinine_Level": 0.679634547, + "LDH_Level": 106.0364, + "Calcium_Level": 9.119560189, + "Phosphorus_Level": 3.694910459, + "Glucose_Level": 80.75828264, + "Potassium_Level": 3.670664708, + "Sodium_Level": 137.0222095, + "Smoking_Pack_Years": 45.6786507 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.82765186, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.14716177, + "White_Blood_Cell_Count": 6.547493027, + "Platelet_Count": 408.9763804, + "Albumin_Level": 3.575005229, + "Alkaline_Phosphatase_Level": 101.2664008, + "Alanine_Aminotransferase_Level": 22.89333766, + "Aspartate_Aminotransferase_Level": 15.28530725, + "Creatinine_Level": 1.289414811, + "LDH_Level": 194.0001133, + "Calcium_Level": 8.410822017, + "Phosphorus_Level": 4.374770478, + "Glucose_Level": 103.2440732, + "Potassium_Level": 4.943283755, + "Sodium_Level": 140.518932, + "Smoking_Pack_Years": 37.52002131 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.01487356, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Tumor_Size_mm": 46.30675878, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.07114546, + "White_Blood_Cell_Count": 5.048503293, + "Platelet_Count": 213.300005, + "Albumin_Level": 4.586415543, + "Alkaline_Phosphatase_Level": 38.75726022, + "Alanine_Aminotransferase_Level": 19.49438486, + "Aspartate_Aminotransferase_Level": 24.86101966, + "Creatinine_Level": 1.441205741, + "LDH_Level": 117.4707232, + "Calcium_Level": 9.684011214, + "Phosphorus_Level": 3.839255325, + "Glucose_Level": 117.0243956, + "Potassium_Level": 3.886768095, + "Sodium_Level": 135.675137, + "Smoking_Pack_Years": 17.02239405 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.98324587, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.62997512, + "White_Blood_Cell_Count": 7.396709002, + "Platelet_Count": 223.7116491, + "Albumin_Level": 3.440829534, + "Alkaline_Phosphatase_Level": 81.21168668, + "Alanine_Aminotransferase_Level": 35.39587565, + "Aspartate_Aminotransferase_Level": 17.55982071, + "Creatinine_Level": 0.778472602, + "LDH_Level": 195.2457894, + "Calcium_Level": 9.250043363, + "Phosphorus_Level": 3.432418067, + "Glucose_Level": 123.4829961, + "Potassium_Level": 3.737417516, + "Sodium_Level": 136.973011, + "Smoking_Pack_Years": 17.99347042 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.40728398, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.66740179, + "White_Blood_Cell_Count": 9.23555183, + "Platelet_Count": 237.4881289, + "Albumin_Level": 4.171753731, + "Alkaline_Phosphatase_Level": 110.4534611, + "Alanine_Aminotransferase_Level": 34.89496898, + "Aspartate_Aminotransferase_Level": 13.75335713, + "Creatinine_Level": 1.353388536, + "LDH_Level": 227.4362511, + "Calcium_Level": 9.623713513, + "Phosphorus_Level": 2.95378021, + "Glucose_Level": 131.980336, + "Potassium_Level": 4.868435507, + "Sodium_Level": 138.7390715, + "Smoking_Pack_Years": 44.27573793 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.6740951, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.64408576, + "White_Blood_Cell_Count": 6.950676988, + "Platelet_Count": 354.7725672, + "Albumin_Level": 3.251440571, + "Alkaline_Phosphatase_Level": 37.2562024, + "Alanine_Aminotransferase_Level": 33.39931433, + "Aspartate_Aminotransferase_Level": 29.53442307, + "Creatinine_Level": 1.230071202, + "LDH_Level": 105.679503, + "Calcium_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.98886664, + "White_Blood_Cell_Count": 8.789683675, + "Platelet_Count": 309.0645498, + "Albumin_Level": 3.190193938, + "Alkaline_Phosphatase_Level": 51.36393819, + "Alanine_Aminotransferase_Level": 13.61277647, + "Aspartate_Aminotransferase_Level": 12.62923425, + "Creatinine_Level": 0.912031751, + "LDH_Level": 238.0480684, + "Calcium_Level": 9.852704635, + "Phosphorus_Level": 2.723530781, + "Glucose_Level": 108.4378557, + "Potassium_Level": 4.636119258, + "Sodium_Level": 144.5663982, + "Smoking_Pack_Years": 41.08718958 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.662563304, + "Phosphorus_Level": 4.942482971, + "Glucose_Level": 134.6232209, + "Potassium_Level": 4.863739233, + "Sodium_Level": 136.9219893, + "Smoking_Pack_Years": 38.54002915 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.8901016, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.18300452, + "White_Blood_Cell_Count": 9.784927247, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.92204261, + "White_Blood_Cell_Count": 8.306136003, + "Platelet_Count": 195.3627947, + "Albumin_Level": 3.886029547, + "Alkaline_Phosphatase_Level": 77.82135613, + "Alanine_Aminotransferase_Level": 21.6074761, + "Aspartate_Aminotransferase_Level": 25.45641341, + "Creatinine_Level": 0.552071914, + "LDH_Level": 223.3229921, + "Calcium_Level": 8.046291272, + "Phosphorus_Level": 4.000909947, + "Glucose_Level": 100.434919, + "Potassium_Level": 3.776653902, + "Sodium_Level": 144.0830314, + "Smoking_Pack_Years": 83.55848234 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.1903788, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.25598422, + "White_Blood_Cell_Count": 4.736374947, + "Platelet_Count": 431.7329473, + "Albumin_Level": 3.162690583, + "Alkaline_Phosphatase_Level": 98.72262575, + "Alanine_Aminotransferase_Level": 23.48651895, + "Aspartate_Aminotransferase_Level": 31.77981711, + "Creatinine_Level": 0.580145897, + "LDH_Level": 143.4799006, + "Calcium_Level": 10.0673855, + "Phosphorus_Level": 3.500304278, + "Glucose_Level": 122.6283795, + "Potassium_Level": 3.994475179, + "Sodium_Level": 142.6944577, + "Smoking_Pack_Years": 18.82417343 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.09617373, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.89638385, + "White_Blood_Cell_Count": 6.193148155, + "Platelet_Count": 379.0218474, + "Albumin_Level": 4.743363395, + "Alkaline_Phosphatase_Level": 92.42802113, + "Alanine_Aminotransferase_Level": 13.70921106, + "Aspartate_Aminotransferase_Level": 48.772065, + "Creatinine_Level": 1.112023339, + "LDH_Level": 139.2476534, + "Calcium_Level": 8.259521425, + "Phosphorus_Level": 2.965331294, + "Glucose_Level": 107.8289274, + "Potassium_Level": 3.837226782, + "Sodium_Level": 136.820486, + "Smoking_Pack_Years": 1.842165364 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.02300314, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.56441752, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.92415944, + "White_Blood_Cell_Count": 5.155537048, + "Platelet_Count": 413.7069193, + "Albumin_Level": 4.113530707, + "Alkaline_Phosphatase_Level": 90.8253348, + "Alanine_Aminotransferase_Level": 34.42242619, + "Aspartate_Aminotransferase_Level": 33.30106281, + "Creatinine_Level": 0.599946455, + "LDH_Level": 177.0091632, + "Calcium_Level": 9.235922571, + "Phosphorus_Level": 4.096883327, + "Glucose_Level": 79.63429778, + "Potassium_Level": 3.718527678, + "Sodium_Level": 137.6391727, + "Smoking_Pack_Years": 95.83583773 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.01838739, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 35.79256798, + "Creatinine_Level": 1.340064552, + "LDH_Level": 246.0943552, + "Calcium_Level": 9.955787835, + "Phosphorus_Level": 2.852587481, + "Glucose_Level": 117.0160307, + "Potassium_Level": 4.636766021, + "Sodium_Level": 139.4670818, + "Smoking_Pack_Years": 3.095457579 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.88485358, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.62471742, + "White_Blood_Cell_Count": 7.039452831, + "Platelet_Count": 409.715535, + "Albumin_Level": 4.427971201, + "Alkaline_Phosphatase_Level": 89.20144987, + "Alanine_Aminotransferase_Level": 16.30727036, + "Aspartate_Aminotransferase_Level": 18.51565294, + "Creatinine_Level": 0.541156066, + "LDH_Level": 170.5727019, + "Calcium_Level": 9.041514418, + "Phosphorus_Level": 4.630847075, + "Glucose_Level": 135.5226235, + "Potassium_Level": 3.720544891, + "Sodium_Level": 139.2427893, + "Smoking_Pack_Years": 93.40610384 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.2569411, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.971876, + "White_Blood_Cell_Count": 6.951393481, + "Platelet_Count": 248.9729022, + "Albumin_Level": 3.504102217, + "Alkaline_Phosphatase_Level": 85.44887514, + "Alanine_Aminotransferase_Level": 15.72674575, + "Aspartate_Aminotransferase_Level": 20.32892498, + "Creatinine_Level": 1.388768736, + "LDH_Level": 174.4615145, + "Calcium_Level": 9.522715696, + "Phosphorus_Level": 4.332568856, + "Glucose_Level": 132.2470415, + "Potassium_Level": 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32.44905178, + "Aspartate_Aminotransferase_Level": 17.42659142, + "Creatinine_Level": 1.144613348, + "LDH_Level": 210.7631669, + "Calcium_Level": 8.337904533, + "Phosphorus_Level": 3.099114422, + "Glucose_Level": 136.541325, + "Potassium_Level": 3.606101182, + "Sodium_Level": 138.6310785, + "Smoking_Pack_Years": 96.42043214 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.57562237, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.0698218, + "White_Blood_Cell_Count": 7.802649879, + "Platelet_Count": 398.5780859, + "Albumin_Level": 4.931133197, + "Alkaline_Phosphatase_Level": 32.50545777, + "Alanine_Aminotransferase_Level": 39.73093668, + "Aspartate_Aminotransferase_Level": 34.79217185, + "Creatinine_Level": 1.084831658, + "LDH_Level": 213.2747967, + "Calcium_Level": 10.07703821, + "Phosphorus_Level": 4.093243155, + "Glucose_Level": 121.1733834, + "Potassium_Level": 4.508749527, + "Sodium_Level": 139.7119137, + "Smoking_Pack_Years": 83.1155613 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.57284722, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.04972271, + "White_Blood_Cell_Count": 6.288661494, + "Platelet_Count": 344.2492182, + "Albumin_Level": 4.82322634, + "Alkaline_Phosphatase_Level": 89.04004979, + "Alanine_Aminotransferase_Level": 35.75261063, + "Aspartate_Aminotransferase_Level": 20.92768104, + "Creatinine_Level": 1.475337896, + "LDH_Level": 122.3232701, + "Calcium_Level": 10.30587982, + "Phosphorus_Level": 3.782680279, + "Glucose_Level": 99.39026422, + "Potassium_Level": 4.1301188, + "Sodium_Level": 140.5449629, + "Smoking_Pack_Years": 77.51260669 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.37026327, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.39022961, + "White_Blood_Cell_Count": 6.781864605, + "Platelet_Count": 343.9876593, + "Albumin_Level": 3.907231604, + "Alkaline_Phosphatase_Level": 52.22541154, + "Alanine_Aminotransferase_Level": 34.67529682, + "Aspartate_Aminotransferase_Level": 17.51557831, + "Creatinine_Level": 1.124155533, + "LDH_Level": 185.8050497, + "Calcium_Level": 8.280960015, + "Phosphorus_Level": 2.61017341, + "Glucose_Level": 118.0513884, + "Potassium_Level": 3.930925504, + "Sodium_Level": 143.0031673, + "Smoking_Pack_Years": 49.89172454 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.51923511, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.84896979, + "White_Blood_Cell_Count": 3.897794933, + "Platelet_Count": 379.041464, + "Albumin_Level": 4.530452631, + "Alkaline_Phosphatase_Level": 53.71459884, + "Alanine_Aminotransferase_Level": 35.85816176, + "Aspartate_Aminotransferase_Level": 37.09909028, + "Creatinine_Level": 1.081521597, + "LDH_Level": 137.2740031, + "Calcium_Level": 8.521025734, + "Phosphorus_Level": 3.615708464, + "Glucose_Level": 70.56271631, + "Potassium_Level": 4.438871417, + "Sodium_Level": 140.0660054, + "Smoking_Pack_Years": 4.568164054 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.29613282, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.64981051, + "White_Blood_Cell_Count": 9.073442849, + "Platelet_Count": 417.2791488, + "Albumin_Level": 4.116228949, + "Alkaline_Phosphatase_Level": 97.64813722, + "Alanine_Aminotransferase_Level": 24.96989924, + "Aspartate_Aminotransferase_Level": 37.91284889, + "Creatinine_Level": 1.415376009, + "LDH_Level": 212.4276104, + "Calcium_Level": 10.30078058, + "Phosphorus_Level": 3.939291702, + "Glucose_Level": 142.8246124, + "Potassium_Level": 4.40874582, + "Sodium_Level": 135.0062473, + "Smoking_Pack_Years": 45.82973518 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.71681673, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.78666325, + "White_Blood_Cell_Count": 9.2471401, + "Platelet_Count": 253.0560259, + "Albumin_Level": 3.278315831, + "Alkaline_Phosphatase_Level": 32.47517151, + "Alanine_Aminotransferase_Level": 10.47619557, + "Aspartate_Aminotransferase_Level": 19.76886117, + "Creatinine_Level": 0.558046402, + "LDH_Level": 176.573263, + "Calcium_Level": 8.644704686, + "Phosphorus_Level": 4.954185249, + "Glucose_Level": 86.62951469, + "Potassium_Level": 4.195144758, + "Sodium_Level": 138.1046439, + "Smoking_Pack_Years": 22.87716177 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.92551571, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.49321315, + "White_Blood_Cell_Count": 5.187744911, + "Platelet_Count": 336.7244178, + "Albumin_Level": 4.736644295, + "Alkaline_Phosphatase_Level": 60.58185125, + "Alanine_Aminotransferase_Level": 38.39383937, + "Aspartate_Aminotransferase_Level": 35.28822987, + "Creatinine_Level": 0.746163741, + "LDH_Level": 234.1539883, + "Calcium_Level": 8.641357036, + "Phosphorus_Level": 2.845578003, + "Glucose_Level": 93.85475423, + "Potassium_Level": 4.767416624, + "Sodium_Level": 139.0806325, + "Smoking_Pack_Years": 47.20912975 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.25810075, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.80649674, + "White_Blood_Cell_Count": 4.726424831, + "Platelet_Count": 410.0385814, + "Albumin_Level": 4.253188407, + "Alkaline_Phosphatase_Level": 86.62426353, + "Alanine_Aminotransferase_Level": 8.308406997, + "Aspartate_Aminotransferase_Level": 11.43043899, + "Creatinine_Level": 0.576237448, + "LDH_Level": 170.3982148, + "Calcium_Level": 8.844638261, + "Phosphorus_Level": 4.766803782, + "Glucose_Level": 94.48507961, + "Potassium_Level": 4.990702982, + "Sodium_Level": 135.7581635, + "Smoking_Pack_Years": 48.94678075 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.28905277, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.37970738, + "White_Blood_Cell_Count": 8.405256558, + "Platelet_Count": 197.8457689, + "Albumin_Level": 4.387276551, + "Alkaline_Phosphatase_Level": 42.15611697, + "Alanine_Aminotransferase_Level": 8.211251753, + "Aspartate_Aminotransferase_Level": 20.32307426, + "Creatinine_Level": 0.67558307, + "LDH_Level": 105.7857506, + "Calcium_Level": 8.504951202, + "Phosphorus_Level": 4.817257588, + "Glucose_Level": 148.0159505, + "Potassium_Level": 4.637045114, + "Sodium_Level": 136.2387844, + "Smoking_Pack_Years": 42.35901006 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.30778047, + "Tumor_Location": 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"Glucose_Level": 104.1425131, + "Potassium_Level": 4.335485135, + "Sodium_Level": 142.3693448, + "Smoking_Pack_Years": 75.51567605 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.02581659, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.9569641, + "White_Blood_Cell_Count": 8.469726708, + "Platelet_Count": 254.967384, + "Albumin_Level": 3.02131075, + "Alkaline_Phosphatase_Level": 114.1191853, + "Alanine_Aminotransferase_Level": 11.26340252, + "Aspartate_Aminotransferase_Level": 31.77347987, + "Creatinine_Level": 0.55087489, + "LDH_Level": 228.7703212, + "Calcium_Level": 9.705963482, + "Phosphorus_Level": 4.311913446, + "Glucose_Level": 138.1950765, + "Potassium_Level": 3.800735843, + "Sodium_Level": 139.618932, + "Smoking_Pack_Years": 63.35665978 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.81935355, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.84206183, + "White_Blood_Cell_Count": 9.411185307, + "Platelet_Count": 204.429982, + "Albumin_Level": 3.083596879, + "Alkaline_Phosphatase_Level": 83.32364874, + "Alanine_Aminotransferase_Level": 37.46766714, + "Aspartate_Aminotransferase_Level": 10.90974543, + "Creatinine_Level": 0.55179762, + "LDH_Level": 159.6703582, + "Calcium_Level": 8.916304167, + "Phosphorus_Level": 3.507623233, + "Glucose_Level": 145.0992209, + "Potassium_Level": 4.07750282, + "Sodium_Level": 139.6164717, + "Smoking_Pack_Years": 87.39313187 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.50910686, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.56039366, + "White_Blood_Cell_Count": 4.214781068, + "Platelet_Count": 308.9893707, + "Albumin_Level": 3.282801988, + "Alkaline_Phosphatase_Level": 112.0805593, + "Alanine_Aminotransferase_Level": 11.96008428, + "Aspartate_Aminotransferase_Level": 43.52425567, + "Creatinine_Level": 1.132297572, + "LDH_Level": 153.7122626, + "Calcium_Level": 9.257627124, + "Phosphorus_Level": 4.594709013, + "Glucose_Level": 73.05077478, + "Potassium_Level": 4.777234831, + "Sodium_Level": 139.8202936, + "Smoking_Pack_Years": 30.90228045 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.52569493, + "White_Blood_Cell_Count": 9.676786522, + "Platelet_Count": 399.9882031, + "Albumin_Level": 4.654652183, + "Alkaline_Phosphatase_Level": 103.1440936, + "Alanine_Aminotransferase_Level": 25.38163023, + "Aspartate_Aminotransferase_Level": 24.60088946, + "Creatinine_Level": 0.841440504, + "LDH_Level": 115.7723738, + "Calcium_Level": 8.483590689, + "Phosphorus_Level": 3.21754782, + "Glucose_Level": 90.22743603, + "Potassium_Level": 3.559559696, + "Sodium_Level": 139.0951874, + "Smoking_Pack_Years": 27.86779426 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.449888, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.74280814, + "White_Blood_Cell_Count": 9.993305657, + "Platelet_Count": 197.0267846, + "Albumin_Level": 3.501020617, + "Alkaline_Phosphatase_Level": 35.13529881, + "Alanine_Aminotransferase_Level": 11.77805516, + "Aspartate_Aminotransferase_Level": 41.87254013, + "Creatinine_Level": 0.503654765, + "LDH_Level": 185.253266, + "Calcium_Level": 10.46533638, + "Phosphorus_Level": 4.405692161, + "Glucose_Level": 99.14930685, + "Potassium_Level": 4.858853446, + "Sodium_Level": 141.0192567, + "Smoking_Pack_Years": 80.21959559 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.87207296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.48502733, + "White_Blood_Cell_Count": 9.883844116, + "Platelet_Count": 389.3192802, 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.86346201, + "White_Blood_Cell_Count": 4.975706119, + "Platelet_Count": 288.458504, + "Albumin_Level": 3.420939144, + "Alkaline_Phosphatase_Level": 81.17673584, + "Alanine_Aminotransferase_Level": 20.04170958, + "Aspartate_Aminotransferase_Level": 33.96510359, + "Creatinine_Level": 1.305176699, + "LDH_Level": 200.0378832, + "Calcium_Level": 8.102587052, + "Phosphorus_Level": 2.729321732, + "Glucose_Level": 120.5030059, + "Potassium_Level": 4.486608612, + "Sodium_Level": 144.504332, + "Smoking_Pack_Years": 71.58853824 + }, + { + "Age": 57, + "Gender": 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"LDH_Level": 226.9562966, + "Calcium_Level": 8.167767881, + "Phosphorus_Level": 4.912221487, + "Glucose_Level": 111.1657458, + "Potassium_Level": 4.590514167, + "Sodium_Level": 140.7856588, + "Smoking_Pack_Years": 48.10011825 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.509569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.57813185, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.99491787, + "White_Blood_Cell_Count": 3.934789893, + "Platelet_Count": 156.396426, + "Albumin_Level": 3.501925513, + "Alkaline_Phosphatase_Level": 44.75965091, + "Alanine_Aminotransferase_Level": 33.02314099, + "Aspartate_Aminotransferase_Level": 10.9803329, + "Creatinine_Level": 1.055645421, + "LDH_Level": 222.3979479, + "Calcium_Level": 9.152322852, + "Phosphorus_Level": 4.091014357, + "Glucose_Level": 124.5752867, + "Potassium_Level": 3.525491774, + "Sodium_Level": 141.1179376, + "Smoking_Pack_Years": 49.00845633 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.43154342, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", 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{ + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.52283101, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.91833245, + "White_Blood_Cell_Count": 8.836901641, + "Platelet_Count": 424.8777074, + "Albumin_Level": 4.851349989, + "Alkaline_Phosphatase_Level": 43.09947703, + "Alanine_Aminotransferase_Level": 14.25298053, + "Aspartate_Aminotransferase_Level": 44.08418849, + "Creatinine_Level": 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"White_Blood_Cell_Count": 7.569520586, + "Platelet_Count": 324.8330192, + "Albumin_Level": 4.86390891, + "Alkaline_Phosphatase_Level": 91.1369092, + "Alanine_Aminotransferase_Level": 33.70522466, + "Aspartate_Aminotransferase_Level": 32.82164062, + "Creatinine_Level": 0.839570573, + "LDH_Level": 143.3873231, + "Calcium_Level": 8.847068513, + "Phosphorus_Level": 4.529094726, + "Glucose_Level": 138.6528509, + "Potassium_Level": 3.621224178, + "Sodium_Level": 143.0348677, + "Smoking_Pack_Years": 36.34995984 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.51927634, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.36260076, + "White_Blood_Cell_Count": 9.520070298, + "Platelet_Count": 213.6710748, + "Albumin_Level": 3.568868177, + "Alkaline_Phosphatase_Level": 97.89681031, + "Alanine_Aminotransferase_Level": 26.05864975, + "Aspartate_Aminotransferase_Level": 34.08719701, + "Creatinine_Level": 0.608476413, + "LDH_Level": 175.4746639, + "Calcium_Level": 8.564445209, + "Phosphorus_Level": 4.182480734, + "Glucose_Level": 77.81389539, + "Potassium_Level": 4.933044546, + "Sodium_Level": 135.1760006, + "Smoking_Pack_Years": 97.48040483 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.37190683, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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136.3080557, + "Smoking_Pack_Years": 15.4422317 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.81488694, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.15040851, + "White_Blood_Cell_Count": 6.060557693, + "Platelet_Count": 415.1506903, + "Albumin_Level": 4.833600024, + "Alkaline_Phosphatase_Level": 105.6764386, + "Alanine_Aminotransferase_Level": 32.82707301, + "Aspartate_Aminotransferase_Level": 18.16865508, + "Creatinine_Level": 0.571969968, + "LDH_Level": 211.5277593, + "Calcium_Level": 9.400155291, + "Phosphorus_Level": 2.987425406, + "Glucose_Level": 97.52684687, + "Potassium_Level": 4.068695984, + "Sodium_Level": 135.1669731, + "Smoking_Pack_Years": 97.28084915 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.10363187, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.15870614, + "White_Blood_Cell_Count": 9.753892799, + "Platelet_Count": 361.2708139, + "Albumin_Level": 4.364701336, + "Alkaline_Phosphatase_Level": 78.04436215, + "Alanine_Aminotransferase_Level": 14.20155883, + "Aspartate_Aminotransferase_Level": 22.14789647, + "Creatinine_Level": 1.25497747, + "LDH_Level": 165.7508019, + "Calcium_Level": 10.01640818, + "Phosphorus_Level": 3.295526479, + "Glucose_Level": 96.79912714, + "Potassium_Level": 3.814123824, + "Sodium_Level": 135.4372857, + "Smoking_Pack_Years": 80.94124924 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.61728992, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.38052274, + "White_Blood_Cell_Count": 6.110331566, + "Platelet_Count": 415.6984084, + "Albumin_Level": 3.081468265, + "Alkaline_Phosphatase_Level": 73.82521742, + "Alanine_Aminotransferase_Level": 18.45602594, + "Aspartate_Aminotransferase_Level": 29.57524083, + "Creatinine_Level": 0.638602347, + "LDH_Level": 101.3827547, + "Calcium_Level": 9.938925002, + "Phosphorus_Level": 2.795805432, + "Glucose_Level": 76.33817278, + "Potassium_Level": 4.570594913, + "Sodium_Level": 135.9731367, + "Smoking_Pack_Years": 87.94094341 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.49373109, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.2197297, + "White_Blood_Cell_Count": 5.450488052, + "Platelet_Count": 170.3831497, + "Albumin_Level": 4.750447887, + "Alkaline_Phosphatase_Level": 38.22581315, + "Alanine_Aminotransferase_Level": 25.66024629, + "Aspartate_Aminotransferase_Level": 36.0454395, + "Creatinine_Level": 1.362061492, + "LDH_Level": 121.3230197, + "Calcium_Level": 10.02146336, + "Phosphorus_Level": 4.580414388, + "Glucose_Level": 94.34915379, + "Potassium_Level": 3.624934497, 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"Aspartate_Aminotransferase_Level": 49.9785278, + "Creatinine_Level": 0.763155785, + "LDH_Level": 203.6028888, + "Calcium_Level": 8.321853133, + "Phosphorus_Level": 3.885052198, + "Glucose_Level": 149.3161717, + "Potassium_Level": 4.120637582, + "Sodium_Level": 135.56704, + "Smoking_Pack_Years": 35.32911744 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.48371575, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.14701783, + "White_Blood_Cell_Count": 5.001609919, + "Platelet_Count": 241.4294502, + "Albumin_Level": 4.740581471, + "Alkaline_Phosphatase_Level": 101.3101308, + "Alanine_Aminotransferase_Level": 6.088364165, + "Aspartate_Aminotransferase_Level": 15.63729616, + "Creatinine_Level": 1.136333625, + "LDH_Level": 240.268307, + "Calcium_Level": 10.29497161, + "Phosphorus_Level": 4.818213341, + "Glucose_Level": 141.774853, + "Potassium_Level": 3.664138068, + "Sodium_Level": 141.0236479, + "Smoking_Pack_Years": 13.37004264 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.55730971, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.50745961, + "White_Blood_Cell_Count": 3.885194614, + "Platelet_Count": 162.6462745, + "Albumin_Level": 3.908988525, + "Alkaline_Phosphatase_Level": 102.4280355, + "Alanine_Aminotransferase_Level": 27.9205766, + "Aspartate_Aminotransferase_Level": 45.82495265, + "Creatinine_Level": 0.663129115, + "LDH_Level": 236.2153305, + "Calcium_Level": 9.066919255, + "Phosphorus_Level": 3.988580938, + "Glucose_Level": 84.68542559, + "Potassium_Level": 4.462084531, + "Sodium_Level": 140.9145919, + "Smoking_Pack_Years": 92.40327473 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.14642807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.31437692, + "White_Blood_Cell_Count": 5.037840977, + "Platelet_Count": 169.7460397, + "Albumin_Level": 3.218100954, + "Alkaline_Phosphatase_Level": 89.00934705, + "Alanine_Aminotransferase_Level": 6.534677377, + "Aspartate_Aminotransferase_Level": 35.3630496, + "Creatinine_Level": 1.16654608, + "LDH_Level": 126.9030947, + "Calcium_Level": 8.629665766, + "Phosphorus_Level": 3.507741293, + "Glucose_Level": 144.7894998, + "Potassium_Level": 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22.06804336, + "Aspartate_Aminotransferase_Level": 33.76509075, + "Creatinine_Level": 1.238161546, + "LDH_Level": 142.9727796, + "Calcium_Level": 8.050845262, + "Phosphorus_Level": 2.539490404, + "Glucose_Level": 120.454974, + "Potassium_Level": 4.060649341, + "Sodium_Level": 135.4519234, + "Smoking_Pack_Years": 80.67382075 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.78692895, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.85606166, + "White_Blood_Cell_Count": 4.690679533, + "Platelet_Count": 392.6616028, + "Albumin_Level": 4.75088481, + "Alkaline_Phosphatase_Level": 118.137154, + "Alanine_Aminotransferase_Level": 18.54404346, + "Aspartate_Aminotransferase_Level": 31.15387989, + "Creatinine_Level": 1.197852751, + "LDH_Level": 169.2402108, + "Calcium_Level": 9.360418241, + "Phosphorus_Level": 4.283974637, + "Glucose_Level": 134.1623916, + "Potassium_Level": 4.806750658, + "Sodium_Level": 144.4761265, + "Smoking_Pack_Years": 47.53998099 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.77792547, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.04156769, + "White_Blood_Cell_Count": 8.861999191, + "Platelet_Count": 329.5865585, + "Albumin_Level": 4.689557312, + "Alkaline_Phosphatase_Level": 81.46448907, + "Alanine_Aminotransferase_Level": 23.36556558, + "Aspartate_Aminotransferase_Level": 30.13328311, + "Creatinine_Level": 0.895583699, + "LDH_Level": 131.8906327, + "Calcium_Level": 9.545584982, + "Phosphorus_Level": 4.426867131, + "Glucose_Level": 130.161909, + "Potassium_Level": 4.742970396, + "Sodium_Level": 142.7148266, + "Smoking_Pack_Years": 59.35824805 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.0745185, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.37540956, + "White_Blood_Cell_Count": 8.183596012, + "Platelet_Count": 398.122259, + "Albumin_Level": 4.110788083, + "Alkaline_Phosphatase_Level": 59.47663408, + "Alanine_Aminotransferase_Level": 32.3500888, + "Aspartate_Aminotransferase_Level": 35.55620654, + "Creatinine_Level": 1.303329054, + "LDH_Level": 215.1676825, + "Calcium_Level": 9.001143163, + "Phosphorus_Level": 3.896431037, + "Glucose_Level": 148.976588, + "Potassium_Level": 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13.55119243, + "Aspartate_Aminotransferase_Level": 28.49150928, + "Creatinine_Level": 0.805549871, + "LDH_Level": 153.7737665, + "Calcium_Level": 8.562023109, + "Phosphorus_Level": 4.150741013, + "Glucose_Level": 98.49116527, + "Potassium_Level": 4.40352879, + "Sodium_Level": 140.1103897, + "Smoking_Pack_Years": 42.19764889 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.40185303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.83696393, + "White_Blood_Cell_Count": 7.707430562, + "Platelet_Count": 200.8904883, + "Albumin_Level": 4.359094936, + "Alkaline_Phosphatase_Level": 35.81901257, + "Alanine_Aminotransferase_Level": 12.41555029, + "Aspartate_Aminotransferase_Level": 13.50285978, + "Creatinine_Level": 1.123165114, + "LDH_Level": 132.0810682, + "Calcium_Level": 9.867299534, + "Phosphorus_Level": 3.322275363, + "Glucose_Level": 116.6052813, + "Potassium_Level": 4.603671912, + "Sodium_Level": 135.7951274, + "Smoking_Pack_Years": 35.80226935 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.12236617, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", 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"Alanine_Aminotransferase_Level": 23.329574, + "Aspartate_Aminotransferase_Level": 49.28895794, + "Creatinine_Level": 1.031082617, + "LDH_Level": 188.4053494, + "Calcium_Level": 8.188410851, + "Phosphorus_Level": 4.661562062, + "Glucose_Level": 134.4401481, + "Potassium_Level": 4.024049757, + "Sodium_Level": 138.6185318, + "Smoking_Pack_Years": 17.14254051 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.34088616, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.6100118, + "White_Blood_Cell_Count": 8.649820969, + "Platelet_Count": 366.1464399, + "Albumin_Level": 3.297634156, + "Alkaline_Phosphatase_Level": 101.3303088, + "Alanine_Aminotransferase_Level": 18.19907517, + "Aspartate_Aminotransferase_Level": 43.18370554, + "Creatinine_Level": 1.322746446, + "LDH_Level": 117.8693962, + "Calcium_Level": 8.143435407, + "Phosphorus_Level": 3.106304767, + "Glucose_Level": 75.75460802, + "Potassium_Level": 4.596348827, + "Sodium_Level": 143.0114282, + "Smoking_Pack_Years": 98.40818704 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.33465924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.28876752, + "White_Blood_Cell_Count": 5.716411996, + "Platelet_Count": 225.4231615, + "Albumin_Level": 3.842810314, + "Alkaline_Phosphatase_Level": 68.33764859, + "Alanine_Aminotransferase_Level": 18.45725305, + "Aspartate_Aminotransferase_Level": 18.59644717, + "Creatinine_Level": 1.377421839, + "LDH_Level": 241.4547645, + "Calcium_Level": 10.37326814, + "Phosphorus_Level": 4.766458113, + "Glucose_Level": 132.1754483, + "Potassium_Level": 3.726589917, + "Sodium_Level": 142.2266356, + "Smoking_Pack_Years": 67.13690996 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.63283576, + "Tumor_Location": 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144.0209117, + "Potassium_Level": 4.844873032, + "Sodium_Level": 143.1814252, + "Smoking_Pack_Years": 24.46621234 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.1217518, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.21384654, + "White_Blood_Cell_Count": 4.764262783, + "Platelet_Count": 248.532639, + "Albumin_Level": 3.954621086, + "Alkaline_Phosphatase_Level": 76.83953668, + "Alanine_Aminotransferase_Level": 24.22979369, + "Aspartate_Aminotransferase_Level": 12.4914126, + "Creatinine_Level": 0.95385586, + "LDH_Level": 177.3007936, + "Calcium_Level": 9.977869099, + "Phosphorus_Level": 4.06341647, + "Glucose_Level": 92.65723842, + "Potassium_Level": 4.709665698, + "Sodium_Level": 138.5844517, + "Smoking_Pack_Years": 71.83082088 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.54189773, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.65163712, + "White_Blood_Cell_Count": 8.442446898, + "Platelet_Count": 196.6683214, + "Albumin_Level": 3.111232579, + "Alkaline_Phosphatase_Level": 89.6332648, + "Alanine_Aminotransferase_Level": 29.39242794, + "Aspartate_Aminotransferase_Level": 46.1372236, + "Creatinine_Level": 1.284932803, + "LDH_Level": 207.0284458, + "Calcium_Level": 9.178823053, + "Phosphorus_Level": 2.6452378, + "Glucose_Level": 113.768894, + "Potassium_Level": 3.529232517, + "Sodium_Level": 140.1923673, + "Smoking_Pack_Years": 71.26844487 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.5099503, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.22467505, + "White_Blood_Cell_Count": 4.695391756, + "Platelet_Count": 182.3292391, + "Albumin_Level": 4.65487924, + "Alkaline_Phosphatase_Level": 100.1202942, + "Alanine_Aminotransferase_Level": 33.26723824, + "Aspartate_Aminotransferase_Level": 44.87941014, + "Creatinine_Level": 1.015974027, + "LDH_Level": 172.5951569, + "Calcium_Level": 9.419256036, + "Phosphorus_Level": 4.37673196, + "Glucose_Level": 126.8994929, + "Potassium_Level": 4.37928451, + "Sodium_Level": 136.898404, + "Smoking_Pack_Years": 93.15396307 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.33272777, + "Tumor_Location": "Upper 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136, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.98961064, + "White_Blood_Cell_Count": 4.071877951, + "Platelet_Count": 376.7629807, + "Albumin_Level": 3.946173799, + "Alkaline_Phosphatase_Level": 99.81990783, + "Alanine_Aminotransferase_Level": 22.93376197, + "Aspartate_Aminotransferase_Level": 16.08660878, + "Creatinine_Level": 1.062206028, + "LDH_Level": 187.053062, + "Calcium_Level": 9.169075363, + "Phosphorus_Level": 3.076152077, + "Glucose_Level": 139.7533816, + "Potassium_Level": 3.850037472, + "Sodium_Level": 137.1262757, + "Smoking_Pack_Years": 97.2203265 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.43877946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", 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"Glucose_Level": 122.3987395, + "Potassium_Level": 4.429184145, + "Sodium_Level": 138.7140772, + "Smoking_Pack_Years": 47.334993 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.29018928, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.26902986, + "White_Blood_Cell_Count": 9.943871511, + "Platelet_Count": 270.4548302, + "Albumin_Level": 3.947631864, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.16524414, + "White_Blood_Cell_Count": 8.675411378, + "Platelet_Count": 357.4756781, + "Albumin_Level": 4.39511483, + "Alkaline_Phosphatase_Level": 42.10244229, + "Alanine_Aminotransferase_Level": 31.62281507, + "Aspartate_Aminotransferase_Level": 30.32202184, + "Creatinine_Level": 0.83423345, + "LDH_Level": 193.8006985, + "Calcium_Level": 8.527827938, + "Phosphorus_Level": 2.980864577, + "Glucose_Level": 137.3207195, + "Potassium_Level": 3.630861487, + "Sodium_Level": 137.0815122, + "Smoking_Pack_Years": 70.20843752 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.98301136, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.8910993, + "White_Blood_Cell_Count": 4.725715931, + "Platelet_Count": 301.9733613, + "Albumin_Level": 4.953843, + "Alkaline_Phosphatase_Level": 76.78989151, + "Alanine_Aminotransferase_Level": 10.4170108, + "Aspartate_Aminotransferase_Level": 16.67365835, + "Creatinine_Level": 0.894544826, + "LDH_Level": 240.7315424, + "Calcium_Level": 10.40351718, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.96222593, + "White_Blood_Cell_Count": 7.885499288, + "Platelet_Count": 248.8912557, + "Albumin_Level": 4.423999345, + "Alkaline_Phosphatase_Level": 81.19381811, + "Alanine_Aminotransferase_Level": 37.0996183, + "Aspartate_Aminotransferase_Level": 47.71732859, + "Creatinine_Level": 0.554260227, + "LDH_Level": 218.9880394, + "Calcium_Level": 8.679334898, + "Phosphorus_Level": 2.720363675, + "Glucose_Level": 138.4186103, + "Potassium_Level": 3.611976628, + "Sodium_Level": 138.2869536, + "Smoking_Pack_Years": 13.88399408 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.16684664, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.14217022, + "White_Blood_Cell_Count": 5.636105485, + "Platelet_Count": 434.0868526, + "Albumin_Level": 4.75983667, + "Alkaline_Phosphatase_Level": 56.6825859, + "Alanine_Aminotransferase_Level": 10.58584063, + "Aspartate_Aminotransferase_Level": 28.83502327, + "Creatinine_Level": 1.030884692, + "LDH_Level": 210.7710449, + "Calcium_Level": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.03682481, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.52261555, + "White_Blood_Cell_Count": 5.229171725, + "Platelet_Count": 292.3939367, + "Albumin_Level": 3.285361678, + "Alkaline_Phosphatase_Level": 119.5504214, + "Alanine_Aminotransferase_Level": 9.266379067, + "Aspartate_Aminotransferase_Level": 38.48804598, + "Creatinine_Level": 1.167887602, + "LDH_Level": 218.0209436, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.53561143, + "White_Blood_Cell_Count": 9.925658991, + "Platelet_Count": 413.7385386, + "Albumin_Level": 3.98434255, + "Alkaline_Phosphatase_Level": 90.20777435, + "Alanine_Aminotransferase_Level": 11.19889796, + "Aspartate_Aminotransferase_Level": 48.83370195, + "Creatinine_Level": 0.674448472, + "LDH_Level": 105.7097344, + "Calcium_Level": 8.01347582, + "Phosphorus_Level": 4.530940669, + "Glucose_Level": 140.3229429, + "Potassium_Level": 4.24615633, + "Sodium_Level": 140.1169826, + "Smoking_Pack_Years": 80.77335911 + }, + { + "Age": 58, + "Gender": "Male", 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140.0358797, + "Calcium_Level": 10.11480009, + "Phosphorus_Level": 4.840321848, + "Glucose_Level": 88.21959956, + "Potassium_Level": 3.861985623, + "Sodium_Level": 141.4609268, + "Smoking_Pack_Years": 49.95251007 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.4433226, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.88007364, + "White_Blood_Cell_Count": 7.691350329, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.40848734, + "White_Blood_Cell_Count": 8.225588052, + "Platelet_Count": 383.3524107, + "Albumin_Level": 4.883637496, + "Alkaline_Phosphatase_Level": 49.32895817, + "Alanine_Aminotransferase_Level": 21.03199606, + "Aspartate_Aminotransferase_Level": 49.40039344, + "Creatinine_Level": 0.716489323, + "LDH_Level": 199.9597761, + "Calcium_Level": 8.834623388, + "Phosphorus_Level": 3.964476579, + "Glucose_Level": 118.9495339, + "Potassium_Level": 4.781328168, + "Sodium_Level": 144.5578789, + "Smoking_Pack_Years": 60.2489296 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.36556261, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.14649181, + "White_Blood_Cell_Count": 7.863802046, + "Platelet_Count": 311.5668726, + "Albumin_Level": 4.671953236, + "Alkaline_Phosphatase_Level": 68.97928678, + "Alanine_Aminotransferase_Level": 19.02399571, + "Aspartate_Aminotransferase_Level": 34.46906992, + "Creatinine_Level": 0.814816295, + "LDH_Level": 107.0491555, + "Calcium_Level": 10.29825123, + "Phosphorus_Level": 4.240251347, + "Glucose_Level": 76.26471598, + "Potassium_Level": 4.640938945, + "Sodium_Level": 144.2180936, + "Smoking_Pack_Years": 39.52557468 + }, + { 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1.24797563, + "LDH_Level": 124.2597484, + "Calcium_Level": 8.740359751, + "Phosphorus_Level": 3.632206847, + "Glucose_Level": 78.52225457, + "Potassium_Level": 4.03443125, + "Sodium_Level": 137.2215011, + "Smoking_Pack_Years": 3.678042818 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.82918087, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.89822529, + "White_Blood_Cell_Count": 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.62066505, + "White_Blood_Cell_Count": 5.131454475, + "Platelet_Count": 214.9946959, + "Albumin_Level": 3.214231856, + "Alkaline_Phosphatase_Level": 32.73226787, + "Alanine_Aminotransferase_Level": 15.84946626, + "Aspartate_Aminotransferase_Level": 35.05963705, + "Creatinine_Level": 1.410090923, + "LDH_Level": 102.4145624, + "Calcium_Level": 8.8169524, + "Phosphorus_Level": 3.177279301, + "Glucose_Level": 84.72944063, + "Potassium_Level": 3.920902331, + "Sodium_Level": 141.7440791, + "Smoking_Pack_Years": 25.10467266 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.51467607, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.05716249, + "White_Blood_Cell_Count": 5.020137925, + "Platelet_Count": 319.2379835, + "Albumin_Level": 4.937071228, + "Alkaline_Phosphatase_Level": 49.99867323, + "Alanine_Aminotransferase_Level": 32.91273798, + "Aspartate_Aminotransferase_Level": 14.92052611, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.22877474, + "White_Blood_Cell_Count": 9.376682921, + "Platelet_Count": 252.2268811, + "Albumin_Level": 3.964311725, + "Alkaline_Phosphatase_Level": 63.17846724, + "Alanine_Aminotransferase_Level": 22.75740351, + "Aspartate_Aminotransferase_Level": 23.62628823, + "Creatinine_Level": 1.186020991, + "LDH_Level": 219.1303517, + "Calcium_Level": 8.27330909, + "Phosphorus_Level": 3.578003884, + "Glucose_Level": 104.0668564, + "Potassium_Level": 3.798470146, + "Sodium_Level": 140.0726624, + "Smoking_Pack_Years": 76.77806629 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.57325414, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.63305151, + "White_Blood_Cell_Count": 6.723675189, + "Platelet_Count": 364.9312023, + "Albumin_Level": 4.253726279, + "Alkaline_Phosphatase_Level": 49.9885085, + "Alanine_Aminotransferase_Level": 26.08025353, + "Aspartate_Aminotransferase_Level": 19.52386578, + "Creatinine_Level": 0.539586748, + "LDH_Level": 148.0032032, + "Calcium_Level": 8.684235212, + "Phosphorus_Level": 4.997492376, + "Glucose_Level": 91.75121405, + "Potassium_Level": 4.135115207, + "Sodium_Level": 143.3615471, + "Smoking_Pack_Years": 45.16388221 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.51193732, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.52081102, + "White_Blood_Cell_Count": 8.041281764, + "Platelet_Count": 434.1141537, + "Albumin_Level": 4.395027969, + "Alkaline_Phosphatase_Level": 43.98422243, + "Alanine_Aminotransferase_Level": 6.420623958, + "Aspartate_Aminotransferase_Level": 11.36342039, + "Creatinine_Level": 0.594282053, + "LDH_Level": 241.1694146, + "Calcium_Level": 9.390324734, + "Phosphorus_Level": 4.217700454, + "Glucose_Level": 93.17030978, + "Potassium_Level": 4.560074695, + "Sodium_Level": 136.2293596, + "Smoking_Pack_Years": 10.85262285 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.47354869, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.57017041, + "White_Blood_Cell_Count": 9.274426985, + "Platelet_Count": 250.6705229, + "Albumin_Level": 4.391692482, + "Alkaline_Phosphatase_Level": 78.72564819, + "Alanine_Aminotransferase_Level": 22.89710633, + "Aspartate_Aminotransferase_Level": 22.17286022, + "Creatinine_Level": 0.585878816, + "LDH_Level": 165.6750884, + "Calcium_Level": 9.056795363, + "Phosphorus_Level": 4.213028071, + "Glucose_Level": 146.136283, + "Potassium_Level": 3.525822487, + "Sodium_Level": 142.6221876, + "Smoking_Pack_Years": 58.58302409 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.45993812, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.12757674, + "White_Blood_Cell_Count": 9.512698689, + "Platelet_Count": 264.5184048, + "Albumin_Level": 4.213038066, + "Alkaline_Phosphatase_Level": 66.52958041, + "Alanine_Aminotransferase_Level": 19.9167984, + "Aspartate_Aminotransferase_Level": 22.65028545, + "Creatinine_Level": 1.43931841, + "LDH_Level": 187.8512159, + "Calcium_Level": 9.902334774, + "Phosphorus_Level": 3.107127708, + "Glucose_Level": 109.4284596, + "Potassium_Level": 4.313700953, + "Sodium_Level": 137.8868586, + "Smoking_Pack_Years": 73.26486624 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.35621686, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.46897963, + "White_Blood_Cell_Count": 6.236245437, + "Platelet_Count": 425.3462997, + "Albumin_Level": 4.241866461, + "Alkaline_Phosphatase_Level": 112.9825668, + "Alanine_Aminotransferase_Level": 30.91746047, + "Aspartate_Aminotransferase_Level": 22.25013118, + "Creatinine_Level": 0.943270795, + "LDH_Level": 214.1301657, + "Calcium_Level": 10.32085798, + "Phosphorus_Level": 3.143846416, + "Glucose_Level": 85.91464774, + "Potassium_Level": 4.202906516, + "Sodium_Level": 140.4473333, + "Smoking_Pack_Years": 69.2149374 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.10844224, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.191632, + "White_Blood_Cell_Count": 8.679341962, + "Platelet_Count": 251.5956597, + "Albumin_Level": 4.82847355, + "Alkaline_Phosphatase_Level": 45.07826373, + "Alanine_Aminotransferase_Level": 24.68978514, + "Aspartate_Aminotransferase_Level": 35.15486837, + "Creatinine_Level": 1.005606923, + "LDH_Level": 156.9468108, + "Calcium_Level": 8.149967539, + "Phosphorus_Level": 4.527714899, + "Glucose_Level": 94.74623706, + "Potassium_Level": 4.116803516, + "Sodium_Level": 137.0588102, + "Smoking_Pack_Years": 7.283719385 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.81986951, + "Tumor_Location": "Lower 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133.7273453, + "Potassium_Level": 4.937816343, + "Sodium_Level": 136.1624932, + "Smoking_Pack_Years": 16.34090694 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.54899208, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.04145673, + "White_Blood_Cell_Count": 9.544721302, + "Platelet_Count": 159.4049446, + "Albumin_Level": 3.402088885, + "Alkaline_Phosphatase_Level": 105.3112262, + "Alanine_Aminotransferase_Level": 13.05385859, + "Aspartate_Aminotransferase_Level": 14.42862042, + "Creatinine_Level": 1.057035726, + "LDH_Level": 137.1318702, + "Calcium_Level": 9.551200034, + "Phosphorus_Level": 4.301234266, + "Glucose_Level": 93.75587844, + "Potassium_Level": 3.561963486, + "Sodium_Level": 143.6902669, + "Smoking_Pack_Years": 18.68256338 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.46393508, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.05927124, + "White_Blood_Cell_Count": 4.256031058, + "Platelet_Count": 244.027546, + "Albumin_Level": 3.952063306, + "Alkaline_Phosphatase_Level": 40.24011633, + "Alanine_Aminotransferase_Level": 27.93274676, + "Aspartate_Aminotransferase_Level": 18.16851365, + "Creatinine_Level": 1.417844273, + "LDH_Level": 149.7290315, + "Calcium_Level": 8.241104635, + "Phosphorus_Level": 3.842366831, + "Glucose_Level": 85.28611759, + "Potassium_Level": 4.457146364, + "Sodium_Level": 143.1318701, + "Smoking_Pack_Years": 31.33931682 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.94448236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.07908189, + "White_Blood_Cell_Count": 6.380402625, + "Platelet_Count": 277.0096046, + "Albumin_Level": 3.509091143, + "Alkaline_Phosphatase_Level": 100.3977942, + "Alanine_Aminotransferase_Level": 16.80523013, + "Aspartate_Aminotransferase_Level": 13.49730324, + "Creatinine_Level": 1.009451799, + "LDH_Level": 164.0170092, + "Calcium_Level": 9.417754009, + "Phosphorus_Level": 3.989934542, + "Glucose_Level": 111.580577, + "Potassium_Level": 3.713442783, + "Sodium_Level": 136.06738, + "Smoking_Pack_Years": 38.11441575 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.55665816, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.88992442, + "White_Blood_Cell_Count": 3.719214944, + "Platelet_Count": 285.6522783, + "Albumin_Level": 3.222644725, + "Alkaline_Phosphatase_Level": 107.0729276, + "Alanine_Aminotransferase_Level": 30.66020061, + "Aspartate_Aminotransferase_Level": 32.26990569, + "Creatinine_Level": 0.59728254, + "LDH_Level": 113.4539816, + "Calcium_Level": 8.252884355, + "Phosphorus_Level": 2.552646115, + "Glucose_Level": 100.8654556, + "Potassium_Level": 4.007950764, + "Sodium_Level": 138.4692169, + "Smoking_Pack_Years": 95.99393846 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.67390668, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.51169034, + "White_Blood_Cell_Count": 4.641634403, + "Platelet_Count": 330.372683, + "Albumin_Level": 3.847181652, + "Alkaline_Phosphatase_Level": 96.85167879, + "Alanine_Aminotransferase_Level": 32.62647674, + "Aspartate_Aminotransferase_Level": 40.1270187, + "Creatinine_Level": 1.4692554, + "LDH_Level": 248.6726445, + "Calcium_Level": 8.231765321, + "Phosphorus_Level": 3.888422929, + "Glucose_Level": 94.00935313, + "Potassium_Level": 4.026599859, + "Sodium_Level": 140.3915862, + "Smoking_Pack_Years": 59.31112153 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.64899029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.01436983, + "White_Blood_Cell_Count": 8.58754041, + "Platelet_Count": 333.9885076, + "Albumin_Level": 4.197016619, + "Alkaline_Phosphatase_Level": 108.8270662, + "Alanine_Aminotransferase_Level": 11.84895355, + "Aspartate_Aminotransferase_Level": 13.12323658, + "Creatinine_Level": 0.528835304, + "LDH_Level": 248.4744747, + "Calcium_Level": 10.18439314, + "Phosphorus_Level": 3.035054709, + "Glucose_Level": 79.53214984, + "Potassium_Level": 3.97040082, + "Sodium_Level": 136.7750705, + "Smoking_Pack_Years": 29.65326792 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.56224024, + "White_Blood_Cell_Count": 9.451587065, + "Platelet_Count": 436.3366489, + "Albumin_Level": 3.015975463, + "Alkaline_Phosphatase_Level": 117.2859192, + "Alanine_Aminotransferase_Level": 17.94040115, + "Aspartate_Aminotransferase_Level": 34.36654605, + "Creatinine_Level": 1.302294155, + "LDH_Level": 118.3644201, + "Calcium_Level": 10.41759406, + "Phosphorus_Level": 4.725677079, + "Glucose_Level": 146.6357683, + "Potassium_Level": 3.713521007, + "Sodium_Level": 137.7065785, + "Smoking_Pack_Years": 77.10750362 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.97925034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.82539785, + "White_Blood_Cell_Count": 9.03173858, + "Platelet_Count": 373.0925786, + "Albumin_Level": 4.730745452, + "Alkaline_Phosphatase_Level": 81.1007097, + "Alanine_Aminotransferase_Level": 14.14429353, + "Aspartate_Aminotransferase_Level": 48.63240797, + "Creatinine_Level": 1.134525085, + "LDH_Level": 204.7639326, + "Calcium_Level": 8.397509164, + "Phosphorus_Level": 4.132706691, + "Glucose_Level": 82.29136473, + "Potassium_Level": 4.393145162, + "Sodium_Level": 142.5007065, + "Smoking_Pack_Years": 24.80434611 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.00669396, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.06316264, + "White_Blood_Cell_Count": 3.79659026, + "Platelet_Count": 403.7455612, + "Albumin_Level": 3.193038749, + "Alkaline_Phosphatase_Level": 46.23024536, + "Alanine_Aminotransferase_Level": 14.78169496, + "Aspartate_Aminotransferase_Level": 26.40265748, + "Creatinine_Level": 1.281548832, + "LDH_Level": 189.3591452, + "Calcium_Level": 8.829476099, + "Phosphorus_Level": 3.676535969, + "Glucose_Level": 71.41593863, + "Potassium_Level": 4.154002085, + "Sodium_Level": 136.055017, + "Smoking_Pack_Years": 95.33914933 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.99461141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.29638619, + "White_Blood_Cell_Count": 6.533955568, + "Platelet_Count": 415.42157, + "Albumin_Level": 3.832810872, + "Alkaline_Phosphatase_Level": 59.2653508, + "Alanine_Aminotransferase_Level": 17.19130672, + "Aspartate_Aminotransferase_Level": 21.09251637, + "Creatinine_Level": 0.702597946, + "LDH_Level": 222.6478782, + "Calcium_Level": 10.05468165, + "Phosphorus_Level": 2.755824154, + "Glucose_Level": 114.4274901, + "Potassium_Level": 4.929990307, + "Sodium_Level": 144.3762684, + "Smoking_Pack_Years": 99.78940272 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.01677408, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.82044529, + "White_Blood_Cell_Count": 8.849049441, + "Platelet_Count": 269.590678, + "Albumin_Level": 3.0537711, + "Alkaline_Phosphatase_Level": 68.46170613, + "Alanine_Aminotransferase_Level": 38.0535089, + "Aspartate_Aminotransferase_Level": 25.02233283, + "Creatinine_Level": 1.358302148, + "LDH_Level": 233.0265734, + "Calcium_Level": 8.152820807, + "Phosphorus_Level": 4.383003585, + "Glucose_Level": 80.3294516, + "Potassium_Level": 4.068433794, + "Sodium_Level": 144.3549527, + "Smoking_Pack_Years": 15.35203825 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 16.69889776, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.00213409, + "White_Blood_Cell_Count": 8.672201236, + "Platelet_Count": 442.5641328, + "Albumin_Level": 3.254355234, + "Alkaline_Phosphatase_Level": 43.57678697, + "Alanine_Aminotransferase_Level": 35.74599385, + "Aspartate_Aminotransferase_Level": 42.41627347, + "Creatinine_Level": 0.792294852, + "LDH_Level": 136.687885, + "Calcium_Level": 9.159071083, + "Phosphorus_Level": 4.728815183, + "Glucose_Level": 107.8291184, + "Potassium_Level": 4.665350338, + "Sodium_Level": 138.7280589, + "Smoking_Pack_Years": 68.27059216 + }, + { + "Age": 45, + "Gender": "Female", 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216.5444694, + "Calcium_Level": 9.234976092, + "Phosphorus_Level": 2.866259531, + "Glucose_Level": 108.2421999, + "Potassium_Level": 4.586329481, + "Sodium_Level": 139.9783843, + "Smoking_Pack_Years": 40.4716136 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.17767261, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.77546139, + "White_Blood_Cell_Count": 3.648063473, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.07134374, + "White_Blood_Cell_Count": 9.224011703, + "Platelet_Count": 234.8316596, + "Albumin_Level": 4.190270481, + "Alkaline_Phosphatase_Level": 79.3418057, + "Alanine_Aminotransferase_Level": 13.14709742, + "Aspartate_Aminotransferase_Level": 13.72889709, + "Creatinine_Level": 0.536386073, + "LDH_Level": 234.4477048, + "Calcium_Level": 10.13305021, + "Phosphorus_Level": 3.353732758, + "Glucose_Level": 143.2816537, + "Potassium_Level": 4.416349352, + "Sodium_Level": 139.1416984, + "Smoking_Pack_Years": 6.163263706 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.83647956, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.66260962, + "White_Blood_Cell_Count": 4.763343995, + "Platelet_Count": 284.305972, + "Albumin_Level": 4.662823396, + "Alkaline_Phosphatase_Level": 60.13401217, + "Alanine_Aminotransferase_Level": 39.58017161, + "Aspartate_Aminotransferase_Level": 32.65824438, + "Creatinine_Level": 1.017137028, + "LDH_Level": 195.3425756, + "Calcium_Level": 9.738041609, + "Phosphorus_Level": 3.76805945, + "Glucose_Level": 107.1684975, + "Potassium_Level": 4.552578815, + "Sodium_Level": 141.0675024, + "Smoking_Pack_Years": 11.67908659 + }, + { + "Age": 30, + "Gender": "Male", 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203.0789218, + "Calcium_Level": 8.08572435, + "Phosphorus_Level": 4.61381406, + "Glucose_Level": 131.9078211, + "Potassium_Level": 3.922906921, + "Sodium_Level": 140.7205328, + "Smoking_Pack_Years": 28.54745014 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.67823175, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.35661236, + "White_Blood_Cell_Count": 7.889790153, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.34194378, + "White_Blood_Cell_Count": 5.822968799, + "Platelet_Count": 390.4131295, + "Albumin_Level": 3.928603381, + "Alkaline_Phosphatase_Level": 113.5835737, + "Alanine_Aminotransferase_Level": 14.64961941, + "Aspartate_Aminotransferase_Level": 41.21141789, + "Creatinine_Level": 1.460754, + "LDH_Level": 141.0886855, + "Calcium_Level": 8.773754311, + "Phosphorus_Level": 3.331576193, + "Glucose_Level": 105.9685107, + "Potassium_Level": 4.765974672, + "Sodium_Level": 142.6924518, + "Smoking_Pack_Years": 15.26391086 + }, + { + "Age": 79, + "Gender": "Female", 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211.5336594, + "Calcium_Level": 10.40689473, + "Phosphorus_Level": 2.513675203, + "Glucose_Level": 81.69095531, + "Potassium_Level": 4.007554796, + "Sodium_Level": 136.8062399, + "Smoking_Pack_Years": 45.89724502 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.24750934, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.3930591, + "White_Blood_Cell_Count": 6.652009524, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.96844873, + "White_Blood_Cell_Count": 6.577477249, + "Platelet_Count": 232.256444, + "Albumin_Level": 3.160525247, + "Alkaline_Phosphatase_Level": 52.89426569, + "Alanine_Aminotransferase_Level": 14.50550228, + "Aspartate_Aminotransferase_Level": 12.59528064, + "Creatinine_Level": 0.655976971, + "LDH_Level": 111.1583259, + "Calcium_Level": 10.04005121, + "Phosphorus_Level": 4.892015907, + "Glucose_Level": 80.71571598, + "Potassium_Level": 4.006678242, + "Sodium_Level": 141.0246378, + "Smoking_Pack_Years": 66.74818579 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.87889111, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.36724424, + "White_Blood_Cell_Count": 4.955361429, + "Platelet_Count": 356.9323714, + "Albumin_Level": 4.441503126, + "Alkaline_Phosphatase_Level": 110.5339483, + "Alanine_Aminotransferase_Level": 20.47436903, + "Aspartate_Aminotransferase_Level": 12.57664227, + "Creatinine_Level": 1.054737565, + "LDH_Level": 165.3026918, + "Calcium_Level": 9.054151001, + "Phosphorus_Level": 3.240947079, + "Glucose_Level": 80.06572768, + "Potassium_Level": 3.97574251, + "Sodium_Level": 143.0137609, + "Smoking_Pack_Years": 22.92392148 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.12139946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.92858665, + "White_Blood_Cell_Count": 4.821414601, + "Platelet_Count": 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126.4498414, + "Calcium_Level": 10.34467123, + "Phosphorus_Level": 3.638354023, + "Glucose_Level": 130.5802015, + "Potassium_Level": 4.314203078, + "Sodium_Level": 135.1781655, + "Smoking_Pack_Years": 60.9347844 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.1297745, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.00281741, + "White_Blood_Cell_Count": 5.179372444, + "Platelet_Count": 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109.3008555, + "Calcium_Level": 9.465697386, + "Phosphorus_Level": 3.064722654, + "Glucose_Level": 126.5508706, + "Potassium_Level": 4.769597932, + "Sodium_Level": 142.3947379, + "Smoking_Pack_Years": 54.22990214 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.65730302, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.14393271, + "White_Blood_Cell_Count": 6.495026369, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.30252249, + "White_Blood_Cell_Count": 6.832402467, + "Platelet_Count": 371.4737576, + "Albumin_Level": 4.744947358, + "Alkaline_Phosphatase_Level": 73.22209499, + "Alanine_Aminotransferase_Level": 35.25808908, + "Aspartate_Aminotransferase_Level": 12.32553838, + "Creatinine_Level": 0.747896914, + "LDH_Level": 132.9519817, + "Calcium_Level": 9.550653219, + "Phosphorus_Level": 3.559919067, + "Glucose_Level": 135.4735542, + "Potassium_Level": 4.368744841, + "Sodium_Level": 143.357291, + "Smoking_Pack_Years": 48.58584417 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.70583769, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 39.07997927, + "Creatinine_Level": 0.662361817, + "LDH_Level": 194.3483732, + "Calcium_Level": 10.31704194, + "Phosphorus_Level": 2.97521574, + "Glucose_Level": 110.3887174, + "Potassium_Level": 3.784726112, + "Sodium_Level": 137.1617186, + "Smoking_Pack_Years": 31.70809822 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.9345222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 74, + 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"Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.18799739, + "White_Blood_Cell_Count": 9.606494026, + "Platelet_Count": 150.5864413, + "Albumin_Level": 3.14955007, + "Alkaline_Phosphatase_Level": 61.99106302, + "Alanine_Aminotransferase_Level": 30.66877435, + "Aspartate_Aminotransferase_Level": 30.25343884, + "Creatinine_Level": 1.234535004, + "LDH_Level": 229.530439, + "Calcium_Level": 9.824985471, + "Phosphorus_Level": 3.976586904, + "Glucose_Level": 91.60987687, + "Potassium_Level": 4.269814225, + "Sodium_Level": 137.1287046, + "Smoking_Pack_Years": 67.77259817 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.25078015, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.73862098, + "White_Blood_Cell_Count": 4.022663388, + "Platelet_Count": 378.1811451, + "Albumin_Level": 3.500521865, + "Alkaline_Phosphatase_Level": 96.42476685, + "Alanine_Aminotransferase_Level": 12.64266687, + "Aspartate_Aminotransferase_Level": 29.42072957, + "Creatinine_Level": 1.057433168, + "LDH_Level": 194.9446391, + "Calcium_Level": 9.63034946, + "Phosphorus_Level": 2.607662585, + "Glucose_Level": 94.24614396, + "Potassium_Level": 3.759512945, + "Sodium_Level": 143.030494, + "Smoking_Pack_Years": 61.33083305 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.80771516, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.0718783, + "White_Blood_Cell_Count": 7.355874911, + "Platelet_Count": 315.4038053, + "Albumin_Level": 4.964435251, + "Alkaline_Phosphatase_Level": 116.450327, + "Alanine_Aminotransferase_Level": 29.13091966, + "Aspartate_Aminotransferase_Level": 48.25100863, + "Creatinine_Level": 1.287849684, + "LDH_Level": 100.7779765, + "Calcium_Level": 8.312541727, + "Phosphorus_Level": 3.135437775, + "Glucose_Level": 147.3575925, + "Potassium_Level": 4.139265386, + "Sodium_Level": 138.7312362, + "Smoking_Pack_Years": 22.55901502 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.12207133, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.1735775, + "White_Blood_Cell_Count": 6.225216254, + "Platelet_Count": 200.0659002, + "Albumin_Level": 4.934902136, + "Alkaline_Phosphatase_Level": 77.40468733, + "Alanine_Aminotransferase_Level": 37.71052842, + "Aspartate_Aminotransferase_Level": 46.82346067, + "Creatinine_Level": 1.052623213, + "LDH_Level": 215.766224, + "Calcium_Level": 10.29326123, + "Phosphorus_Level": 3.3482391, + "Glucose_Level": 133.24127, + "Potassium_Level": 4.986101785, + "Sodium_Level": 140.7791869, + "Smoking_Pack_Years": 92.26427099 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.94456206, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.90376339, + "White_Blood_Cell_Count": 8.205281752, + "Platelet_Count": 293.8554229, + "Albumin_Level": 3.286924485, + "Alkaline_Phosphatase_Level": 79.13525186, + "Alanine_Aminotransferase_Level": 20.84106265, + "Aspartate_Aminotransferase_Level": 28.40675716, + "Creatinine_Level": 0.632789041, + "LDH_Level": 106.140501, + "Calcium_Level": 9.439373894, + "Phosphorus_Level": 4.914368649, + "Glucose_Level": 95.39309591, + "Potassium_Level": 4.032393278, + "Sodium_Level": 141.9939393, + "Smoking_Pack_Years": 6.550444302 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.64358179, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.65713016, + "White_Blood_Cell_Count": 7.566299059, + "Platelet_Count": 293.6777379, + "Albumin_Level": 4.543596555, + "Alkaline_Phosphatase_Level": 108.1170363, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.64392437, + "White_Blood_Cell_Count": 6.790804216, + "Platelet_Count": 194.6412257, + "Albumin_Level": 4.017274379, + "Alkaline_Phosphatase_Level": 72.19247043, + "Alanine_Aminotransferase_Level": 8.208666418, + "Aspartate_Aminotransferase_Level": 36.8133301, + "Creatinine_Level": 0.516231057, + "LDH_Level": 237.7547683, + "Calcium_Level": 10.12244659, + "Phosphorus_Level": 2.639607587, + "Glucose_Level": 148.4259779, + "Potassium_Level": 4.56176721, + "Sodium_Level": 143.1747494, + "Smoking_Pack_Years": 74.918268 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.96592962, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.73518753, + "White_Blood_Cell_Count": 6.528071361, + "Platelet_Count": 337.4175862, + "Albumin_Level": 3.657302215, + "Alkaline_Phosphatase_Level": 85.17000585, + "Alanine_Aminotransferase_Level": 38.55331094, + "Aspartate_Aminotransferase_Level": 32.9051381, + "Creatinine_Level": 1.346511572, + "LDH_Level": 166.6129327, + "Calcium_Level": 8.036468694, + "Phosphorus_Level": 2.976046468, + "Glucose_Level": 79.89697839, + "Potassium_Level": 3.88092724, + "Sodium_Level": 139.4728075, + "Smoking_Pack_Years": 33.4045189 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.35965751, + "White_Blood_Cell_Count": 6.724741299, + "Platelet_Count": 319.9251043, + "Albumin_Level": 3.132999218, + "Alkaline_Phosphatase_Level": 53.00012259, + "Alanine_Aminotransferase_Level": 31.57108011, + "Aspartate_Aminotransferase_Level": 36.43655635, + "Creatinine_Level": 0.921648404, + "LDH_Level": 119.3998446, + "Calcium_Level": 10.12850247, + "Phosphorus_Level": 3.555987726, + "Glucose_Level": 126.3837725, + "Potassium_Level": 4.020189229, + "Sodium_Level": 135.0462912, + "Smoking_Pack_Years": 10.47708073 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.22833082, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.5241589, + "White_Blood_Cell_Count": 5.376816874, + "Platelet_Count": 186.0179141, + "Albumin_Level": 3.623850262, + "Alkaline_Phosphatase_Level": 96.15789431, + "Alanine_Aminotransferase_Level": 19.94532192, + "Aspartate_Aminotransferase_Level": 33.98730742, + "Creatinine_Level": 1.454890811, + "LDH_Level": 169.4262723, + "Calcium_Level": 8.888874519, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.48418824, + "White_Blood_Cell_Count": 8.192592325, + "Platelet_Count": 439.0264964, + "Albumin_Level": 3.247788733, + "Alkaline_Phosphatase_Level": 100.4220443, + "Alanine_Aminotransferase_Level": 31.21520374, + "Aspartate_Aminotransferase_Level": 27.56084674, + "Creatinine_Level": 0.969719612, + "LDH_Level": 111.5388694, + "Calcium_Level": 8.424583806, + "Phosphorus_Level": 3.653912746, + "Glucose_Level": 99.58693422, + "Potassium_Level": 3.563946065, + "Sodium_Level": 143.3643497, + "Smoking_Pack_Years": 32.43728026 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.21493751, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.42714976, + "White_Blood_Cell_Count": 6.534697031, + "Platelet_Count": 440.9661689, + "Albumin_Level": 4.711367724, + "Alkaline_Phosphatase_Level": 48.13926566, + "Alanine_Aminotransferase_Level": 29.52658019, + "Aspartate_Aminotransferase_Level": 35.96919712, + "Creatinine_Level": 1.477004971, + "LDH_Level": 197.3258591, + "Calcium_Level": 8.232065294, + "Phosphorus_Level": 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"Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.1706889, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.5060217, + "White_Blood_Cell_Count": 6.994012557, + "Platelet_Count": 301.82849, + "Albumin_Level": 3.593844718, + "Alkaline_Phosphatase_Level": 98.21024429, + "Alanine_Aminotransferase_Level": 38.75069187, + "Aspartate_Aminotransferase_Level": 46.98954842, + "Creatinine_Level": 1.217263154, + "LDH_Level": 207.4721361, + "Calcium_Level": 8.050069424, + "Phosphorus_Level": 2.829813909, + "Glucose_Level": 107.8598004, + "Potassium_Level": 4.675104614, + "Sodium_Level": 136.9748945, + "Smoking_Pack_Years": 0.967674089 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.99252224, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.92049044, + "White_Blood_Cell_Count": 8.743177962, + 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.55744162, + "White_Blood_Cell_Count": 8.968507024, + "Platelet_Count": 161.5169389, + "Albumin_Level": 3.564085901, + "Alkaline_Phosphatase_Level": 87.39633625, + "Alanine_Aminotransferase_Level": 17.94824367, + "Aspartate_Aminotransferase_Level": 25.67448921, + "Creatinine_Level": 1.316703137, + "LDH_Level": 240.8653002, + "Calcium_Level": 9.747744066, + "Phosphorus_Level": 2.593043751, + "Glucose_Level": 84.26668309, + "Potassium_Level": 4.758527521, + "Sodium_Level": 142.5295893, + "Smoking_Pack_Years": 37.13989965 + }, + { 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"Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.98936876, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.41263997, + "White_Blood_Cell_Count": 7.627753375, + "Platelet_Count": 234.9652018, + "Albumin_Level": 4.240691188, + "Alkaline_Phosphatase_Level": 61.95528517, + "Alanine_Aminotransferase_Level": 19.43116542, + "Aspartate_Aminotransferase_Level": 18.26845014, + "Creatinine_Level": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.53197895, + "White_Blood_Cell_Count": 7.881985229, + "Platelet_Count": 186.5242549, + "Albumin_Level": 3.83227336, + "Alkaline_Phosphatase_Level": 74.75220421, + "Alanine_Aminotransferase_Level": 27.89144962, + "Aspartate_Aminotransferase_Level": 28.73527916, + "Creatinine_Level": 0.510941426, + "LDH_Level": 112.8252565, + "Calcium_Level": 8.634425607, + "Phosphorus_Level": 4.065470525, + "Glucose_Level": 70.58211856, + "Potassium_Level": 4.12195309, + "Sodium_Level": 144.4386475, + "Smoking_Pack_Years": 65.02914078 + }, + { + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.53080996, + "White_Blood_Cell_Count": 7.330604869, + "Platelet_Count": 154.8232054, + "Albumin_Level": 4.895222404, + "Alkaline_Phosphatase_Level": 45.67846186, + "Alanine_Aminotransferase_Level": 27.31706211, + "Aspartate_Aminotransferase_Level": 39.53664018, + "Creatinine_Level": 0.787486611, + "LDH_Level": 163.7640095, + "Calcium_Level": 9.943497568, + "Phosphorus_Level": 3.222382513, + "Glucose_Level": 121.8394777, + "Potassium_Level": 4.841876231, + "Sodium_Level": 139.7192285, + "Smoking_Pack_Years": 32.11413303 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.9354649, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.03405134, + "White_Blood_Cell_Count": 9.39355448, + "Platelet_Count": 437.0771775, + "Albumin_Level": 3.469638728, + "Alkaline_Phosphatase_Level": 86.12798939, + "Alanine_Aminotransferase_Level": 16.63699994, + "Aspartate_Aminotransferase_Level": 28.32569913, + "Creatinine_Level": 0.772957757, + "LDH_Level": 103.2672011, + "Calcium_Level": 9.085071502, + "Phosphorus_Level": 2.750964503, + "Glucose_Level": 138.1077367, + "Potassium_Level": 3.80906537, + "Sodium_Level": 140.9549953, + "Smoking_Pack_Years": 73.18532316 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.74519252, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.08928006, + "White_Blood_Cell_Count": 9.117472398, + "Platelet_Count": 180.5906374, + "Albumin_Level": 4.869066505, + "Alkaline_Phosphatase_Level": 32.23524653, + "Alanine_Aminotransferase_Level": 35.44213818, + "Aspartate_Aminotransferase_Level": 32.8156158, + "Creatinine_Level": 0.597721566, + "LDH_Level": 105.7979983, + "Calcium_Level": 8.519212814, + "Phosphorus_Level": 4.396998697, + "Glucose_Level": 107.8327525, + "Potassium_Level": 4.036053364, + "Sodium_Level": 144.2024222, + "Smoking_Pack_Years": 80.04690095 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.99517832, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.18844219, + "White_Blood_Cell_Count": 4.534903928, + "Platelet_Count": 317.396835, + "Albumin_Level": 4.188900532, + "Alkaline_Phosphatase_Level": 39.39770603, + "Alanine_Aminotransferase_Level": 9.238231245, + "Aspartate_Aminotransferase_Level": 12.65810937, + "Creatinine_Level": 1.009605108, + "LDH_Level": 245.2393071, + "Calcium_Level": 9.924645429, + "Phosphorus_Level": 2.711115878, + "Glucose_Level": 145.7656167, + "Potassium_Level": 4.282508282, + "Sodium_Level": 136.7519087, + "Smoking_Pack_Years": 68.51808319 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.71199922, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.53841563, + "White_Blood_Cell_Count": 5.551506422, + "Platelet_Count": 160.9743897, + "Albumin_Level": 4.71066449, + "Alkaline_Phosphatase_Level": 56.49389965, + "Alanine_Aminotransferase_Level": 18.21766434, + "Aspartate_Aminotransferase_Level": 35.41527944, + "Creatinine_Level": 1.452382043, + "LDH_Level": 213.7925825, + "Calcium_Level": 9.815774975, + "Phosphorus_Level": 4.0164867, + "Glucose_Level": 113.9805884, + "Potassium_Level": 4.605691417, + "Sodium_Level": 138.0207641, + "Smoking_Pack_Years": 30.9807269 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.32958476, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.27559042, + "White_Blood_Cell_Count": 5.330019995, + "Platelet_Count": 411.787757, + "Albumin_Level": 4.840457044, + "Alkaline_Phosphatase_Level": 61.23192249, + "Alanine_Aminotransferase_Level": 17.36880601, + "Aspartate_Aminotransferase_Level": 25.92295055, + "Creatinine_Level": 0.719482142, + "LDH_Level": 168.6961421, + "Calcium_Level": 9.934636695, + "Phosphorus_Level": 4.54929233, + "Glucose_Level": 128.649315, + "Potassium_Level": 3.922125595, + "Sodium_Level": 144.4471543, + "Smoking_Pack_Years": 88.41665418 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.95291396, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.03742947, + "White_Blood_Cell_Count": 5.741015743, + "Platelet_Count": 214.9348392, + "Albumin_Level": 4.568088903, + "Alkaline_Phosphatase_Level": 117.1018125, + "Alanine_Aminotransferase_Level": 9.621559611, + "Aspartate_Aminotransferase_Level": 35.89360062, + "Creatinine_Level": 1.088716709, + "LDH_Level": 128.7948266, + "Calcium_Level": 8.59907004, + "Phosphorus_Level": 4.816662557, + "Glucose_Level": 135.8315385, + "Potassium_Level": 3.779892587, + "Sodium_Level": 135.0453193, + "Smoking_Pack_Years": 28.13348295 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.77735978, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.37189579, + "White_Blood_Cell_Count": 9.237618088, + "Platelet_Count": 430.5562661, + "Albumin_Level": 3.523569534, + "Alkaline_Phosphatase_Level": 46.24351434, + "Alanine_Aminotransferase_Level": 21.84257262, + "Aspartate_Aminotransferase_Level": 24.82815649, + "Creatinine_Level": 1.106345083, + "LDH_Level": 143.3502015, + "Calcium_Level": 9.960334181, + "Phosphorus_Level": 3.746670808, + "Glucose_Level": 118.7859864, + "Potassium_Level": 3.872441653, + "Sodium_Level": 141.1787015, + "Smoking_Pack_Years": 53.11328703 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.08372882, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.20637162, + "White_Blood_Cell_Count": 6.831813684, + "Platelet_Count": 323.3458384, + "Albumin_Level": 3.9700983, + "Alkaline_Phosphatase_Level": 30.59811562, + "Alanine_Aminotransferase_Level": 10.03248506, + "Aspartate_Aminotransferase_Level": 13.96400377, + "Creatinine_Level": 0.850979072, + "LDH_Level": 191.9433143, + "Calcium_Level": 9.542976997, + "Phosphorus_Level": 3.793222192, + "Glucose_Level": 105.2573503, + "Potassium_Level": 3.641189316, + "Sodium_Level": 142.4008928, + "Smoking_Pack_Years": 80.35751147 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.74255918, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.74126347, + "White_Blood_Cell_Count": 5.594594621, + "Platelet_Count": 337.9703808, + "Albumin_Level": 4.327377494, + "Alkaline_Phosphatase_Level": 81.94921969, + "Alanine_Aminotransferase_Level": 6.183803542, + "Aspartate_Aminotransferase_Level": 11.35254756, + "Creatinine_Level": 0.811358619, + "LDH_Level": 191.7896837, + "Calcium_Level": 8.936339844, + "Phosphorus_Level": 3.537304452, + "Glucose_Level": 111.5982927, + "Potassium_Level": 4.326922006, + "Sodium_Level": 136.9211744, + "Smoking_Pack_Years": 58.02521764 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.77974277, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.54422892, + "White_Blood_Cell_Count": 9.695471005, + "Platelet_Count": 387.7653395, + "Albumin_Level": 4.28877453, + "Alkaline_Phosphatase_Level": 87.64993835, + "Alanine_Aminotransferase_Level": 30.72695761, + "Aspartate_Aminotransferase_Level": 42.09042131, + "Creatinine_Level": 1.32936355, + "LDH_Level": 233.6031413, + "Calcium_Level": 8.556393724, + "Phosphorus_Level": 3.01504113, 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32.1302285, + "Alanine_Aminotransferase_Level": 38.87978627, + "Aspartate_Aminotransferase_Level": 10.24538582, + "Creatinine_Level": 1.060584928, + "LDH_Level": 235.7971071, + "Calcium_Level": 8.188767854, + "Phosphorus_Level": 4.224158524, + "Glucose_Level": 84.5468868, + "Potassium_Level": 3.564127558, + "Sodium_Level": 138.6401821, + "Smoking_Pack_Years": 81.47812583 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.46259166, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.6445782, + "White_Blood_Cell_Count": 9.833039038, + "Platelet_Count": 315.7250085, + "Albumin_Level": 3.866194422, + "Alkaline_Phosphatase_Level": 56.09880811, + "Alanine_Aminotransferase_Level": 33.85436536, + "Aspartate_Aminotransferase_Level": 47.72768369, + "Creatinine_Level": 1.334393425, + "LDH_Level": 235.3037831, + "Calcium_Level": 9.140318743, + "Phosphorus_Level": 4.762692773, + "Glucose_Level": 70.3856448, + "Potassium_Level": 3.627889898, + "Sodium_Level": 142.0754517, + "Smoking_Pack_Years": 38.27173093 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.46034709, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.48826279, + "White_Blood_Cell_Count": 8.291501228, + "Platelet_Count": 377.2603358, + "Albumin_Level": 4.602651715, + "Alkaline_Phosphatase_Level": 80.35439898, + "Alanine_Aminotransferase_Level": 28.39408779, + "Aspartate_Aminotransferase_Level": 28.14694519, + "Creatinine_Level": 1.12742692, + "LDH_Level": 231.0632104, + "Calcium_Level": 10.45631251, + "Phosphorus_Level": 2.669473365, + "Glucose_Level": 71.31473593, + "Potassium_Level": 4.838509514, + "Sodium_Level": 135.3553941, + "Smoking_Pack_Years": 69.66399334 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.39704196, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.76561601, + "White_Blood_Cell_Count": 6.615353893, + "Platelet_Count": 254.8962191, + "Albumin_Level": 3.725258453, + "Alkaline_Phosphatase_Level": 52.40329726, + "Alanine_Aminotransferase_Level": 33.96661932, + "Aspartate_Aminotransferase_Level": 15.3328964, + "Creatinine_Level": 1.437337724, + "LDH_Level": 206.6429093, + "Calcium_Level": 9.315439362, + 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"Tumor_Size_mm": 17.37485865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.60030813, + "White_Blood_Cell_Count": 8.197776282, + "Platelet_Count": 219.8878331, + "Albumin_Level": 4.643575832, + "Alkaline_Phosphatase_Level": 46.57126113, + "Alanine_Aminotransferase_Level": 21.40411352, + "Aspartate_Aminotransferase_Level": 45.8005503, + "Creatinine_Level": 0.965275022, + "LDH_Level": 178.9986188, + "Calcium_Level": 8.19760008, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.75634741, + "White_Blood_Cell_Count": 4.773227478, + "Platelet_Count": 290.0392506, + "Albumin_Level": 3.315615393, + "Alkaline_Phosphatase_Level": 114.720346, + "Alanine_Aminotransferase_Level": 29.31845844, + "Aspartate_Aminotransferase_Level": 48.75850586, + "Creatinine_Level": 1.373565043, + "LDH_Level": 195.1089139, + "Calcium_Level": 10.16228854, + "Phosphorus_Level": 2.816329544, + "Glucose_Level": 148.8412396, + "Potassium_Level": 4.894793337, + "Sodium_Level": 144.9288904, + "Smoking_Pack_Years": 74.20071304 + }, + { 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"Creatinine_Level": 1.42316495, + "LDH_Level": 236.9259189, + "Calcium_Level": 9.537295993, + "Phosphorus_Level": 3.816872196, + "Glucose_Level": 101.5677625, + "Potassium_Level": 4.757176734, + "Sodium_Level": 144.6161635, + "Smoking_Pack_Years": 22.71958123 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.74934031, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.74433777, + "White_Blood_Cell_Count": 3.914671961, + "Platelet_Count": 208.4515033, + "Albumin_Level": 3.465654081, + "Alkaline_Phosphatase_Level": 110.0964182, + "Alanine_Aminotransferase_Level": 39.75379329, + "Aspartate_Aminotransferase_Level": 18.64218203, + "Creatinine_Level": 0.800807559, + "LDH_Level": 168.1448597, + "Calcium_Level": 9.828530519, + "Phosphorus_Level": 4.415536279, + "Glucose_Level": 144.388673, + "Potassium_Level": 4.963807702, + "Sodium_Level": 138.3343839, + "Smoking_Pack_Years": 22.0649332 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.61935452, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.70863259, + "White_Blood_Cell_Count": 8.944833215, + "Platelet_Count": 169.4969836, + "Albumin_Level": 3.730391854, + "Alkaline_Phosphatase_Level": 85.07950617, + "Alanine_Aminotransferase_Level": 12.87017438, + "Aspartate_Aminotransferase_Level": 42.48692889, + "Creatinine_Level": 1.204952074, + "LDH_Level": 174.9293189, + "Calcium_Level": 10.14162018, + "Phosphorus_Level": 3.873177191, + "Glucose_Level": 83.14285174, + "Potassium_Level": 4.98465839, + "Sodium_Level": 137.0998466, + "Smoking_Pack_Years": 67.16468762 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.03288655, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.04267351, + "White_Blood_Cell_Count": 3.88159533, + "Platelet_Count": 372.5068929, + "Albumin_Level": 3.004315431, + "Alkaline_Phosphatase_Level": 67.69510949, + "Alanine_Aminotransferase_Level": 10.19329365, + "Aspartate_Aminotransferase_Level": 48.81004424, + "Creatinine_Level": 1.479779426, + "LDH_Level": 248.3782481, + "Calcium_Level": 9.426186621, + "Phosphorus_Level": 4.22337882, + "Glucose_Level": 77.91991833, + "Potassium_Level": 3.540879454, + "Sodium_Level": 138.559592, + "Smoking_Pack_Years": 9.502068938 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.06024009, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.36978176, + "White_Blood_Cell_Count": 5.602084382, + "Platelet_Count": 261.2536873, + "Albumin_Level": 3.175084532, + "Alkaline_Phosphatase_Level": 80.66491406, + "Alanine_Aminotransferase_Level": 38.75263949, + "Aspartate_Aminotransferase_Level": 25.82932379, + "Creatinine_Level": 0.722077266, + "LDH_Level": 202.6035936, + "Calcium_Level": 9.417582005, + "Phosphorus_Level": 2.811815526, + "Glucose_Level": 83.75076929, + "Potassium_Level": 3.624013006, + "Sodium_Level": 141.3737718, + "Smoking_Pack_Years": 37.8613102 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.79106905, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, 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"Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.39646395, + "White_Blood_Cell_Count": 4.725178814, + "Platelet_Count": 269.6835802, + "Albumin_Level": 3.042228959, + "Alkaline_Phosphatase_Level": 67.80846364, + "Alanine_Aminotransferase_Level": 18.80156469, + "Aspartate_Aminotransferase_Level": 47.47185101, + "Creatinine_Level": 0.847626188, + "LDH_Level": 166.7494218, + "Calcium_Level": 10.43799895, + "Phosphorus_Level": 2.579850372, + "Glucose_Level": 130.5401022, + "Potassium_Level": 4.785954612, + "Sodium_Level": 140.9748879, + "Smoking_Pack_Years": 28.1398494 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.3960131, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.1354186, + "White_Blood_Cell_Count": 8.088416846, + "Platelet_Count": 430.1237864, + "Albumin_Level": 4.877342348, + "Alkaline_Phosphatase_Level": 33.78489975, + "Alanine_Aminotransferase_Level": 35.26030456, + "Aspartate_Aminotransferase_Level": 17.61004368, + "Creatinine_Level": 1.156990924, + "LDH_Level": 181.0467111, + "Calcium_Level": 8.770282762, + "Phosphorus_Level": 4.127163034, + "Glucose_Level": 136.2605121, + "Potassium_Level": 4.211635047, + "Sodium_Level": 142.6899391, + "Smoking_Pack_Years": 50.3450295 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.72555552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.61054764, + "White_Blood_Cell_Count": 5.811638698, + "Platelet_Count": 372.5983276, + "Albumin_Level": 3.781390632, + "Alkaline_Phosphatase_Level": 90.45323713, + "Alanine_Aminotransferase_Level": 29.92119762, + "Aspartate_Aminotransferase_Level": 49.87630058, + "Creatinine_Level": 0.815459551, + "LDH_Level": 111.4129526, + "Calcium_Level": 9.94601303, + "Phosphorus_Level": 3.933280566, + "Glucose_Level": 142.0976979, + "Potassium_Level": 3.617049745, + "Sodium_Level": 137.4658994, + "Smoking_Pack_Years": 78.2509275 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.81731373, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.64448968, + "White_Blood_Cell_Count": 8.001571996, + "Platelet_Count": 361.9432553, + "Albumin_Level": 4.386337451, + "Alkaline_Phosphatase_Level": 81.12308076, + "Alanine_Aminotransferase_Level": 13.69670288, + "Aspartate_Aminotransferase_Level": 34.15525535, + "Creatinine_Level": 1.191851941, + "LDH_Level": 165.6711942, + "Calcium_Level": 9.249650868, + "Phosphorus_Level": 3.076306905, + "Glucose_Level": 71.90480014, + "Potassium_Level": 4.136088046, + "Sodium_Level": 135.2861607, + "Smoking_Pack_Years": 48.2338096 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.45650929, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.82088916, + "White_Blood_Cell_Count": 4.132424157, + "Platelet_Count": 385.9102568, + "Albumin_Level": 4.637691268, + "Alkaline_Phosphatase_Level": 113.1093157, + "Alanine_Aminotransferase_Level": 23.19813162, + "Aspartate_Aminotransferase_Level": 39.43137901, + "Creatinine_Level": 0.613040758, + "LDH_Level": 230.4192036, + "Calcium_Level": 8.454101569, + "Phosphorus_Level": 3.155822506, + "Glucose_Level": 85.8438225, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 19.77169402, + "Aspartate_Aminotransferase_Level": 22.3809804, + "Creatinine_Level": 0.746908768, + "LDH_Level": 108.0640293, + "Calcium_Level": 9.465110002, + "Phosphorus_Level": 4.367336356, + "Glucose_Level": 87.06498199, + "Potassium_Level": 4.86273796, + "Sodium_Level": 140.1326521, + "Smoking_Pack_Years": 37.07542648 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.24580634, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.34524037, + "White_Blood_Cell_Count": 3.857706024, + "Platelet_Count": 194.1919196, + "Albumin_Level": 3.113903606, + "Alkaline_Phosphatase_Level": 64.85984818, + "Alanine_Aminotransferase_Level": 22.54651793, + "Aspartate_Aminotransferase_Level": 47.70899573, + "Creatinine_Level": 0.957250895, + "LDH_Level": 107.4942005, + "Calcium_Level": 9.357824606, + "Phosphorus_Level": 4.388763471, + "Glucose_Level": 70.8433579, + "Potassium_Level": 4.333820107, + "Sodium_Level": 138.2625715, + "Smoking_Pack_Years": 22.47124827 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.53125775, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.77255229, + "White_Blood_Cell_Count": 3.850624673, + "Platelet_Count": 205.0547732, + "Albumin_Level": 4.750011225, + "Alkaline_Phosphatase_Level": 31.1599142, + "Alanine_Aminotransferase_Level": 34.67185774, + "Aspartate_Aminotransferase_Level": 34.58575281, + "Creatinine_Level": 0.611245962, + "LDH_Level": 125.2198343, + "Calcium_Level": 9.853276139, + "Phosphorus_Level": 2.586303771, + "Glucose_Level": 125.0576729, + "Potassium_Level": 4.309141315, + "Sodium_Level": 141.8840587, + "Smoking_Pack_Years": 13.42268396 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.21272023, + "Tumor_Location": "Lower 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74.34001234, + "Potassium_Level": 3.717697494, + "Sodium_Level": 136.6220619, + "Smoking_Pack_Years": 18.99509453 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.04000003, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.16371485, + "White_Blood_Cell_Count": 8.149044634, + "Platelet_Count": 303.9648444, + "Albumin_Level": 4.718221505, + "Alkaline_Phosphatase_Level": 112.5869173, + "Alanine_Aminotransferase_Level": 38.01754268, + "Aspartate_Aminotransferase_Level": 13.91165412, + "Creatinine_Level": 1.309919736, + "LDH_Level": 186.3124784, + "Calcium_Level": 9.396202839, + "Phosphorus_Level": 3.891501765, + "Glucose_Level": 109.9505533, + "Potassium_Level": 4.860648755, + "Sodium_Level": 142.8719427, + "Smoking_Pack_Years": 74.74997375 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.59032573, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.56631353, + "White_Blood_Cell_Count": 7.58939784, + "Platelet_Count": 223.1235326, + "Albumin_Level": 3.362830581, + "Alkaline_Phosphatase_Level": 45.44151485, + "Alanine_Aminotransferase_Level": 16.42990789, + "Aspartate_Aminotransferase_Level": 29.73615096, + "Creatinine_Level": 0.952649471, + "LDH_Level": 150.2974492, + "Calcium_Level": 9.307491152, + "Phosphorus_Level": 3.432393536, + "Glucose_Level": 131.2210399, + "Potassium_Level": 4.608968344, + "Sodium_Level": 143.1041093, + "Smoking_Pack_Years": 20.73463099 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.80143267, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.71710765, + "White_Blood_Cell_Count": 7.420859431, + "Platelet_Count": 424.6213047, + "Albumin_Level": 4.921174296, + "Alkaline_Phosphatase_Level": 91.69918311, + "Alanine_Aminotransferase_Level": 37.97359371, + "Aspartate_Aminotransferase_Level": 27.643152, + "Creatinine_Level": 1.393553653, + "LDH_Level": 126.9188897, + "Calcium_Level": 9.927114456, + "Phosphorus_Level": 3.435547412, + "Glucose_Level": 106.9710447, + "Potassium_Level": 3.644918809, + "Sodium_Level": 135.5816428, + "Smoking_Pack_Years": 98.69093951 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.72718315, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.77983232, + "White_Blood_Cell_Count": 5.503807692, + "Platelet_Count": 422.9899907, + "Albumin_Level": 3.404012205, + "Alkaline_Phosphatase_Level": 42.7573692, + "Alanine_Aminotransferase_Level": 7.805589138, + "Aspartate_Aminotransferase_Level": 25.2502165, + "Creatinine_Level": 0.539593264, + "LDH_Level": 140.8927801, + "Calcium_Level": 8.312328096, + "Phosphorus_Level": 3.464705856, + "Glucose_Level": 105.0488339, + "Potassium_Level": 3.70019047, + "Sodium_Level": 144.802223, + "Smoking_Pack_Years": 52.66887044 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.41151516, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.4718084, + "White_Blood_Cell_Count": 4.157829283, + "Platelet_Count": 291.9551368, + "Albumin_Level": 3.890782926, + "Alkaline_Phosphatase_Level": 45.21503878, + "Alanine_Aminotransferase_Level": 28.62573731, + "Aspartate_Aminotransferase_Level": 17.22136085, + "Creatinine_Level": 1.41252122, + "LDH_Level": 163.2502356, + "Calcium_Level": 10.09896219, + "Phosphorus_Level": 3.959468578, + "Glucose_Level": 93.30919098, + "Potassium_Level": 4.214451686, + "Sodium_Level": 142.2567798, + "Smoking_Pack_Years": 7.83501064 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.34746622, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.04194494, + "White_Blood_Cell_Count": 4.755318261, + "Platelet_Count": 156.3940776, + "Albumin_Level": 4.71826051, + "Alkaline_Phosphatase_Level": 116.1726971, + "Alanine_Aminotransferase_Level": 5.360063506, + "Aspartate_Aminotransferase_Level": 16.05725393, + "Creatinine_Level": 1.334171801, + "LDH_Level": 248.6288164, + "Calcium_Level": 8.689295414, + "Phosphorus_Level": 4.264130362, + "Glucose_Level": 93.8385804, + "Potassium_Level": 4.758332068, + "Sodium_Level": 143.6379185, + "Smoking_Pack_Years": 68.60623826 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.09246128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.4112287, + "White_Blood_Cell_Count": 5.714812838, + "Platelet_Count": 187.9614714, + "Albumin_Level": 3.697306756, + "Alkaline_Phosphatase_Level": 43.38567571, + "Alanine_Aminotransferase_Level": 38.89781348, + "Aspartate_Aminotransferase_Level": 13.77209849, + "Creatinine_Level": 1.000587633, + "LDH_Level": 232.0314247, + "Calcium_Level": 10.42859688, + "Phosphorus_Level": 3.162121287, + "Glucose_Level": 121.817474, + "Potassium_Level": 4.571815627, + "Sodium_Level": 142.045942, + "Smoking_Pack_Years": 81.96702077 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.84210968, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.44474674, + "White_Blood_Cell_Count": 9.607064838, + "Platelet_Count": 193.6100014, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.62828583, + "White_Blood_Cell_Count": 7.773029241, + "Platelet_Count": 344.3303229, + "Albumin_Level": 4.565332939, + "Alkaline_Phosphatase_Level": 109.5458377, + "Alanine_Aminotransferase_Level": 18.30615904, + "Aspartate_Aminotransferase_Level": 47.08108165, + "Creatinine_Level": 0.583398903, + "LDH_Level": 176.8740544, + "Calcium_Level": 9.650317777, + "Phosphorus_Level": 3.084839094, + "Glucose_Level": 146.3566462, + "Potassium_Level": 4.747707908, + "Sodium_Level": 137.6437116, + "Smoking_Pack_Years": 12.0050432 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.73261614, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.3800214, + "White_Blood_Cell_Count": 5.493515822, + "Platelet_Count": 278.2725701, + "Albumin_Level": 3.757075014, + "Alkaline_Phosphatase_Level": 84.99371347, + "Alanine_Aminotransferase_Level": 11.67780762, + "Aspartate_Aminotransferase_Level": 27.36956275, + "Creatinine_Level": 0.892847773, + "LDH_Level": 152.6486577, + "Calcium_Level": 10.21609679, + "Phosphorus_Level": 3.853189053, + "Glucose_Level": 108.898708, + "Potassium_Level": 4.369102403, + "Sodium_Level": 144.7127842, + "Smoking_Pack_Years": 90.37322155 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.19148172, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.92458792, + "White_Blood_Cell_Count": 6.748907942, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.36539352, + "White_Blood_Cell_Count": 6.438278115, + "Platelet_Count": 246.6417014, + "Albumin_Level": 4.277738771, + "Alkaline_Phosphatase_Level": 114.0530689, + "Alanine_Aminotransferase_Level": 27.13801684, + "Aspartate_Aminotransferase_Level": 49.61126729, + "Creatinine_Level": 0.893442495, + "LDH_Level": 129.4113741, + "Calcium_Level": 10.0154323, + "Phosphorus_Level": 3.079229261, + "Glucose_Level": 125.7115501, + "Potassium_Level": 4.995667957, + "Sodium_Level": 144.9716493, + "Smoking_Pack_Years": 59.8846977 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.53619783, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.41711084, + "White_Blood_Cell_Count": 5.567863709, + "Platelet_Count": 221.1164229, + "Albumin_Level": 3.418780827, + "Alkaline_Phosphatase_Level": 99.07044716, + "Alanine_Aminotransferase_Level": 39.81981093, + "Aspartate_Aminotransferase_Level": 29.57041072, + "Creatinine_Level": 1.163694621, + "LDH_Level": 203.0509957, + "Calcium_Level": 8.880518267, + "Phosphorus_Level": 4.34870371, + "Glucose_Level": 94.7579646, + "Potassium_Level": 4.263744331, + "Sodium_Level": 139.2694002, + "Smoking_Pack_Years": 83.68833914 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.96637405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Sodium_Level": 140.484419, + "Smoking_Pack_Years": 14.12020064 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.36971066, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.64821951, + "White_Blood_Cell_Count": 9.92605058, + "Platelet_Count": 369.8712372, + "Albumin_Level": 3.226661759, + "Alkaline_Phosphatase_Level": 80.7153536, + "Alanine_Aminotransferase_Level": 32.52770423, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.42043765, + "White_Blood_Cell_Count": 3.967708369, + "Platelet_Count": 181.6352735, + "Albumin_Level": 3.51854679, + "Alkaline_Phosphatase_Level": 62.31049793, + "Alanine_Aminotransferase_Level": 31.86354074, + "Aspartate_Aminotransferase_Level": 16.26757201, + "Creatinine_Level": 1.133959769, + "LDH_Level": 202.6577016, + "Calcium_Level": 9.976240238, + "Phosphorus_Level": 4.681840513, + "Glucose_Level": 139.8720572, + "Potassium_Level": 4.415422488, + "Sodium_Level": 139.6491752, + "Smoking_Pack_Years": 18.71004999 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.54500569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.93812183, + "White_Blood_Cell_Count": 9.872598382, + "Platelet_Count": 168.731832, + "Albumin_Level": 3.593233065, + "Alkaline_Phosphatase_Level": 64.70423438, + "Alanine_Aminotransferase_Level": 16.21924971, + "Aspartate_Aminotransferase_Level": 35.43364475, + "Creatinine_Level": 0.814455043, + "LDH_Level": 166.5122886, + "Calcium_Level": 9.216956625, + "Phosphorus_Level": 4.930514489, + "Glucose_Level": 88.66540265, + "Potassium_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.64956746, + "White_Blood_Cell_Count": 8.926057702, + "Platelet_Count": 165.237507, + "Albumin_Level": 4.077959295, + "Alkaline_Phosphatase_Level": 99.94754153, + "Alanine_Aminotransferase_Level": 29.70852001, + "Aspartate_Aminotransferase_Level": 35.82193702, + "Creatinine_Level": 0.555536737, + "LDH_Level": 181.5237862, + "Calcium_Level": 8.146671009, + "Phosphorus_Level": 4.114259844, + "Glucose_Level": 80.93651719, + "Potassium_Level": 4.711263226, + "Sodium_Level": 137.3810848, + "Smoking_Pack_Years": 39.55159498 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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Smoker", + "Tumor_Size_mm": 32.2936722, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.76672102, + "White_Blood_Cell_Count": 5.877898465, + "Platelet_Count": 307.4227124, + "Albumin_Level": 4.112129834, + "Alkaline_Phosphatase_Level": 44.15862131, + "Alanine_Aminotransferase_Level": 12.43358028, + "Aspartate_Aminotransferase_Level": 15.69768521, + "Creatinine_Level": 0.781297319, + "LDH_Level": 163.9160763, + "Calcium_Level": 8.2478191, + "Phosphorus_Level": 3.935637313, + "Glucose_Level": 104.6845257, + "Potassium_Level": 4.791600575, + "Sodium_Level": 143.3042582, + "Smoking_Pack_Years": 97.13329746 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.69157303, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.08108726, + "White_Blood_Cell_Count": 4.149914623, + "Platelet_Count": 414.7224044, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.52959937, + "White_Blood_Cell_Count": 4.774411536, + "Platelet_Count": 257.4107429, + "Albumin_Level": 4.432150527, + "Alkaline_Phosphatase_Level": 98.44961963, + "Alanine_Aminotransferase_Level": 35.1539061, + "Aspartate_Aminotransferase_Level": 13.25028568, + "Creatinine_Level": 0.842731201, + "LDH_Level": 102.0337769, + "Calcium_Level": 9.321331699, + "Phosphorus_Level": 4.586874349, + "Glucose_Level": 85.2350408, + "Potassium_Level": 3.688915181, + "Sodium_Level": 144.7795418, + "Smoking_Pack_Years": 1.737237518 + }, + { + "Age": 66, + "Gender": "Female", 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244.0400439, + "Calcium_Level": 10.03655853, + "Phosphorus_Level": 4.926144892, + "Glucose_Level": 110.1468662, + "Potassium_Level": 4.226885441, + "Sodium_Level": 141.163671, + "Smoking_Pack_Years": 28.85978014 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.60085547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.80966043, + "White_Blood_Cell_Count": 5.231954343, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.97101999, + "White_Blood_Cell_Count": 6.91307858, + "Platelet_Count": 176.6337366, + "Albumin_Level": 3.695740576, + "Alkaline_Phosphatase_Level": 111.4037203, + "Alanine_Aminotransferase_Level": 36.47520057, + "Aspartate_Aminotransferase_Level": 26.68310118, + "Creatinine_Level": 0.758206742, + "LDH_Level": 142.2914372, + "Calcium_Level": 9.186049997, + "Phosphorus_Level": 4.794701005, + "Glucose_Level": 141.4512866, + "Potassium_Level": 4.081434164, + "Sodium_Level": 136.7190164, + "Smoking_Pack_Years": 92.06002183 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.32556501, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.95296435, + "White_Blood_Cell_Count": 4.514984261, + "Platelet_Count": 333.2361102, + "Albumin_Level": 3.993203175, + "Alkaline_Phosphatase_Level": 78.98960867, + "Alanine_Aminotransferase_Level": 27.62121144, + "Aspartate_Aminotransferase_Level": 39.70757178, + "Creatinine_Level": 1.121432185, + "LDH_Level": 163.6725671, + "Calcium_Level": 10.25165477, + "Phosphorus_Level": 4.585894798, + "Glucose_Level": 124.1509099, + "Potassium_Level": 3.626233737, + "Sodium_Level": 136.7246465, + "Smoking_Pack_Years": 11.36656884 + }, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.95750646, + "White_Blood_Cell_Count": 8.476419174, + "Platelet_Count": 178.0571674, + "Albumin_Level": 3.885495288, + "Alkaline_Phosphatase_Level": 41.75743272, + "Alanine_Aminotransferase_Level": 30.85105879, + "Aspartate_Aminotransferase_Level": 38.16949898, + "Creatinine_Level": 1.14605799, + "LDH_Level": 118.2028085, + "Calcium_Level": 9.933581092, + "Phosphorus_Level": 3.573315848, + "Glucose_Level": 104.634571, + "Potassium_Level": 3.889149862, + "Sodium_Level": 137.1406816, + "Smoking_Pack_Years": 8.492694629 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.51747541, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.785065, + "White_Blood_Cell_Count": 3.598401944, + "Platelet_Count": 158.1424069, + "Albumin_Level": 4.703559667, + "Alkaline_Phosphatase_Level": 78.94108787, + "Alanine_Aminotransferase_Level": 25.87919157, + "Aspartate_Aminotransferase_Level": 45.9843216, + "Creatinine_Level": 1.26448017, + "LDH_Level": 136.4873329, + "Calcium_Level": 10.22297537, + "Phosphorus_Level": 3.631441783, + "Glucose_Level": 97.72018829, + "Potassium_Level": 4.292643097, + "Sodium_Level": 138.1700394, + "Smoking_Pack_Years": 95.48549284 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.69055791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.62184221, + "White_Blood_Cell_Count": 6.365783562, + "Platelet_Count": 440.0389685, + "Albumin_Level": 3.837334911, + "Alkaline_Phosphatase_Level": 79.78259366, + "Alanine_Aminotransferase_Level": 15.13573962, + "Aspartate_Aminotransferase_Level": 28.31212782, + "Creatinine_Level": 0.930607239, + "LDH_Level": 210.0477049, + "Calcium_Level": 8.1067756, + "Phosphorus_Level": 3.616369028, + "Glucose_Level": 114.1492807, + "Potassium_Level": 4.186484437, + "Sodium_Level": 136.4038411, + "Smoking_Pack_Years": 23.56478143 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.41192511, + "Tumor_Location": 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118.8640018, + "Potassium_Level": 3.704783632, + "Sodium_Level": 142.3702302, + "Smoking_Pack_Years": 81.86487334 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.85247227, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.46802648, + "White_Blood_Cell_Count": 8.589143458, + "Platelet_Count": 219.1551025, + "Albumin_Level": 3.549289055, + "Alkaline_Phosphatase_Level": 32.44875279, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.60227961, + "White_Blood_Cell_Count": 7.688191363, + "Platelet_Count": 237.9815011, + "Albumin_Level": 3.595604656, + "Alkaline_Phosphatase_Level": 71.16773441, + "Alanine_Aminotransferase_Level": 14.82443195, + "Aspartate_Aminotransferase_Level": 44.87511115, + "Creatinine_Level": 1.242578685, + "LDH_Level": 112.5990095, + "Calcium_Level": 9.107618766, + "Phosphorus_Level": 4.742483283, + "Glucose_Level": 131.9137892, + "Potassium_Level": 4.704290874, + "Sodium_Level": 138.832424, + "Smoking_Pack_Years": 67.67047701 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.66376185, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.17482799, + "White_Blood_Cell_Count": 4.940466926, + "Platelet_Count": 267.582124, + "Albumin_Level": 3.474533484, + "Alkaline_Phosphatase_Level": 61.53298585, + "Alanine_Aminotransferase_Level": 14.45219851, + "Aspartate_Aminotransferase_Level": 13.15432349, + "Creatinine_Level": 0.985832862, + "LDH_Level": 135.9596252, + "Calcium_Level": 10.28477444, + "Phosphorus_Level": 3.89364314, + "Glucose_Level": 145.7794288, + "Potassium_Level": 4.612852271, + "Sodium_Level": 142.391899, + "Smoking_Pack_Years": 90.88225653 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.63392753, + "White_Blood_Cell_Count": 6.961458013, + "Platelet_Count": 353.1510079, + "Albumin_Level": 4.731347194, + "Alkaline_Phosphatase_Level": 88.76558842, + "Alanine_Aminotransferase_Level": 19.38362141, + "Aspartate_Aminotransferase_Level": 26.07148482, + "Creatinine_Level": 1.066997644, + "LDH_Level": 118.0766147, + "Calcium_Level": 10.03652916, + "Phosphorus_Level": 3.924228926, + "Glucose_Level": 70.78212213, + "Potassium_Level": 3.556784447, + "Sodium_Level": 144.0497188, + "Smoking_Pack_Years": 49.03512637 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.70487012, + "White_Blood_Cell_Count": 3.888120343, + "Platelet_Count": 394.2833145, + "Albumin_Level": 3.499959807, + "Alkaline_Phosphatase_Level": 53.7601277, + "Alanine_Aminotransferase_Level": 14.81008435, + "Aspartate_Aminotransferase_Level": 25.28733408, + "Creatinine_Level": 0.951877549, + "LDH_Level": 138.5739074, + "Calcium_Level": 9.615506018, + "Phosphorus_Level": 2.648469457, + "Glucose_Level": 110.7849504, + "Potassium_Level": 3.619905517, + "Sodium_Level": 140.8579654, + "Smoking_Pack_Years": 69.93275655 + }, + { + "Age": 42, + "Gender": 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71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.63599038, + "White_Blood_Cell_Count": 8.755140696, + "Platelet_Count": 404.6076149, + "Albumin_Level": 4.6208, + "Alkaline_Phosphatase_Level": 87.17822811, + "Alanine_Aminotransferase_Level": 30.48913362, + "Aspartate_Aminotransferase_Level": 48.64695646, + "Creatinine_Level": 1.084642794, + "LDH_Level": 128.1109517, + "Calcium_Level": 8.952259529, + "Phosphorus_Level": 3.389812228, + "Glucose_Level": 74.13596409, + "Potassium_Level": 4.454531067, + "Sodium_Level": 142.662904, + "Smoking_Pack_Years": 9.219053112 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.05263063, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.67326356, + "White_Blood_Cell_Count": 4.23554914, + "Platelet_Count": 331.1782967, + "Albumin_Level": 4.530606646, + "Alkaline_Phosphatase_Level": 110.953929, + "Alanine_Aminotransferase_Level": 33.9194265, + "Aspartate_Aminotransferase_Level": 24.28887436, + "Creatinine_Level": 1.093059494, + "LDH_Level": 165.6018714, + "Calcium_Level": 9.20828823, + "Phosphorus_Level": 4.888273135, + "Glucose_Level": 70.89600457, + "Potassium_Level": 4.839737102, + "Sodium_Level": 137.3659128, + "Smoking_Pack_Years": 41.77943465 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.93032891, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.26891364, + "White_Blood_Cell_Count": 5.360372755, + "Platelet_Count": 421.893965, + "Albumin_Level": 4.167691555, + "Alkaline_Phosphatase_Level": 45.77845394, + "Alanine_Aminotransferase_Level": 35.96288125, + "Aspartate_Aminotransferase_Level": 25.86395579, + "Creatinine_Level": 1.17251677, + "LDH_Level": 169.6859001, + "Calcium_Level": 9.534049024, + "Phosphorus_Level": 3.818660922, + "Glucose_Level": 129.8765476, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.03919878, + "White_Blood_Cell_Count": 4.720055261, + "Platelet_Count": 294.3625161, + "Albumin_Level": 3.739927685, + "Alkaline_Phosphatase_Level": 115.4678692, + "Alanine_Aminotransferase_Level": 31.17232804, + "Aspartate_Aminotransferase_Level": 25.81184936, + "Creatinine_Level": 0.992078221, + "LDH_Level": 189.996366, + "Calcium_Level": 9.936093349, + "Phosphorus_Level": 4.502749109, + "Glucose_Level": 101.1559698, + "Potassium_Level": 4.400850342, + "Sodium_Level": 140.9173635, + "Smoking_Pack_Years": 33.01197435 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.11033613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.50091364, + "White_Blood_Cell_Count": 7.430058899, + "Platelet_Count": 159.1286282, + "Albumin_Level": 4.600216463, + "Alkaline_Phosphatase_Level": 55.5309714, + "Alanine_Aminotransferase_Level": 38.2722283, + "Aspartate_Aminotransferase_Level": 19.17295477, + "Creatinine_Level": 0.720992567, + "LDH_Level": 218.6069736, + "Calcium_Level": 8.921202423, + "Phosphorus_Level": 2.952174197, + "Glucose_Level": 118.7356894, + "Potassium_Level": 3.615419163, + "Sodium_Level": 143.6134892, + "Smoking_Pack_Years": 33.73549577 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.66556639, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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"Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.3754676, + "White_Blood_Cell_Count": 4.870701039, + "Platelet_Count": 360.1803222, + "Albumin_Level": 3.721941536, + "Alkaline_Phosphatase_Level": 55.40331454, + "Alanine_Aminotransferase_Level": 5.832679111, + "Aspartate_Aminotransferase_Level": 38.71137494, + "Creatinine_Level": 1.344745351, + "LDH_Level": 165.7950108, + "Calcium_Level": 8.335772171, + "Phosphorus_Level": 4.845327359, + "Glucose_Level": 74.75013624, + "Potassium_Level": 4.160075961, + "Sodium_Level": 140.2027413, + "Smoking_Pack_Years": 95.60161155 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.1313303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.78558264, + "White_Blood_Cell_Count": 3.789438581, + "Platelet_Count": 173.9644181, + "Albumin_Level": 3.993198575, + "Alkaline_Phosphatase_Level": 37.18786105, + "Alanine_Aminotransferase_Level": 34.43255132, + "Aspartate_Aminotransferase_Level": 48.68133486, + "Creatinine_Level": 1.458685678, + "LDH_Level": 186.324288, + "Calcium_Level": 8.917389258, + "Phosphorus_Level": 3.587961385, + "Glucose_Level": 131.0423486, + "Potassium_Level": 4.375784814, + "Sodium_Level": 140.2611564, + "Smoking_Pack_Years": 58.58412905 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.08229875, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.27992623, + "White_Blood_Cell_Count": 6.283307267, + "Platelet_Count": 300.6237838, + "Albumin_Level": 4.284436161, + "Alkaline_Phosphatase_Level": 91.22260714, + "Alanine_Aminotransferase_Level": 38.52908727, + "Aspartate_Aminotransferase_Level": 20.99843637, + "Creatinine_Level": 0.630033594, + "LDH_Level": 225.2829171, + "Calcium_Level": 8.348151424, + "Phosphorus_Level": 4.393468364, + "Glucose_Level": 86.81002178, + "Potassium_Level": 4.413770329, + "Sodium_Level": 141.8993024, + "Smoking_Pack_Years": 14.06871414 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.97865881, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.03630694, + "White_Blood_Cell_Count": 6.085317238, + "Platelet_Count": 351.5752463, + "Albumin_Level": 3.952715493, + "Alkaline_Phosphatase_Level": 41.53007704, + "Alanine_Aminotransferase_Level": 26.69392861, + "Aspartate_Aminotransferase_Level": 32.5913884, + "Creatinine_Level": 1.043750186, + "LDH_Level": 161.2431566, + "Calcium_Level": 10.25794949, + "Phosphorus_Level": 4.456876081, + "Glucose_Level": 103.5629317, + "Potassium_Level": 3.844924947, + "Sodium_Level": 135.9283995, + "Smoking_Pack_Years": 26.91180351 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.93964907, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.44024612, + "White_Blood_Cell_Count": 9.212361679, + "Platelet_Count": 338.6580993, + "Albumin_Level": 3.324128301, + "Alkaline_Phosphatase_Level": 112.8860528, + "Alanine_Aminotransferase_Level": 11.94231056, + "Aspartate_Aminotransferase_Level": 17.02503924, + "Creatinine_Level": 0.822999715, + "LDH_Level": 246.2493428, + "Calcium_Level": 8.317946382, + "Phosphorus_Level": 2.968029826, + "Glucose_Level": 83.67580225, + "Potassium_Level": 4.065931073, + "Sodium_Level": 136.4137593, + "Smoking_Pack_Years": 18.37873901 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.73037303, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.25715596, + "White_Blood_Cell_Count": 9.411064056, + "Platelet_Count": 364.4397582, + "Albumin_Level": 4.088570175, + "Alkaline_Phosphatase_Level": 86.06299494, + "Alanine_Aminotransferase_Level": 36.62544914, + "Aspartate_Aminotransferase_Level": 24.23382092, + "Creatinine_Level": 0.801193038, + "LDH_Level": 185.6433336, + "Calcium_Level": 8.446671907, + "Phosphorus_Level": 3.866579887, + "Glucose_Level": 137.1920336, + "Potassium_Level": 4.56536609, + "Sodium_Level": 141.1396797, + "Smoking_Pack_Years": 70.61159069 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.96093226, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.67844705, + "White_Blood_Cell_Count": 3.692106398, + "Platelet_Count": 299.7713715, + "Albumin_Level": 3.706444081, + "Alkaline_Phosphatase_Level": 96.46661096, + "Alanine_Aminotransferase_Level": 18.21814927, + "Aspartate_Aminotransferase_Level": 31.14587093, + "Creatinine_Level": 1.34514991, + "LDH_Level": 203.1702892, + "Calcium_Level": 9.835976004, + "Phosphorus_Level": 3.773599316, + "Glucose_Level": 130.7702564, + "Potassium_Level": 3.796350633, + "Sodium_Level": 140.6006295, + "Smoking_Pack_Years": 12.55144348 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.70902065, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.71551756, + "White_Blood_Cell_Count": 6.832571845, + "Platelet_Count": 246.3561252, + "Albumin_Level": 3.996528602, + "Alkaline_Phosphatase_Level": 45.5377063, + "Alanine_Aminotransferase_Level": 26.31314543, + "Aspartate_Aminotransferase_Level": 29.33205421, + "Creatinine_Level": 0.914316237, + "LDH_Level": 228.2856468, + "Calcium_Level": 8.384524766, + "Phosphorus_Level": 2.736024275, + "Glucose_Level": 146.271316, + "Potassium_Level": 3.992025628, + "Sodium_Level": 144.8683903, + "Smoking_Pack_Years": 52.06894329 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.56760693, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.06288733, + "White_Blood_Cell_Count": 5.03676923, + "Platelet_Count": 214.0255932, + "Albumin_Level": 4.067949497, + "Alkaline_Phosphatase_Level": 83.69160015, + "Alanine_Aminotransferase_Level": 18.632697, + "Aspartate_Aminotransferase_Level": 27.05683092, + "Creatinine_Level": 1.433542983, + "LDH_Level": 137.3053883, + "Calcium_Level": 8.543661743, + "Phosphorus_Level": 3.685226936, + "Glucose_Level": 71.7927114, + "Potassium_Level": 4.373568328, + "Sodium_Level": 144.0054924, + "Smoking_Pack_Years": 29.32451613 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.89524463, + "Tumor_Location": "Lower 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"Potassium_Level": 4.259609023, + "Sodium_Level": 142.5706757, + "Smoking_Pack_Years": 86.2212032 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.51485957, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.55037195, + "White_Blood_Cell_Count": 4.335580262, + "Platelet_Count": 167.4661998, + "Albumin_Level": 3.487225365, + "Alkaline_Phosphatase_Level": 80.63851538, + "Alanine_Aminotransferase_Level": 20.37561279, + "Aspartate_Aminotransferase_Level": 47.99346483, + "Creatinine_Level": 0.689847861, + "LDH_Level": 109.110556, + "Calcium_Level": 9.860244771, + "Phosphorus_Level": 4.042806871, + "Glucose_Level": 89.70852493, + "Potassium_Level": 3.776273875, + "Sodium_Level": 144.1216266, + "Smoking_Pack_Years": 24.84027522 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.54348244, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.60172114, + "White_Blood_Cell_Count": 3.581820286, + "Platelet_Count": 271.1650837, + "Albumin_Level": 4.88859646, + "Alkaline_Phosphatase_Level": 56.40646977, + "Alanine_Aminotransferase_Level": 9.415207022, + "Aspartate_Aminotransferase_Level": 37.73158063, + "Creatinine_Level": 1.021711947, + "LDH_Level": 230.7905482, + "Calcium_Level": 9.582624177, + "Phosphorus_Level": 4.632483231, + "Glucose_Level": 135.2030573, + "Potassium_Level": 3.774145294, + "Sodium_Level": 136.787601, + "Smoking_Pack_Years": 21.56530028 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.92934461, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.04416469, + "White_Blood_Cell_Count": 8.909637661, + "Platelet_Count": 440.3519368, + "Albumin_Level": 3.298960514, + "Alkaline_Phosphatase_Level": 104.2679143, + "Alanine_Aminotransferase_Level": 12.88673384, + "Aspartate_Aminotransferase_Level": 12.55778339, + "Creatinine_Level": 0.882638173, + "LDH_Level": 116.1567796, + "Calcium_Level": 8.127698878, + "Phosphorus_Level": 4.895910052, + "Glucose_Level": 138.7782805, + "Potassium_Level": 3.600918905, + "Sodium_Level": 143.7731413, + "Smoking_Pack_Years": 35.68826268 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.32722415, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.19350012, + "White_Blood_Cell_Count": 9.732022649, + "Platelet_Count": 405.7456844, + "Albumin_Level": 4.352686224, + "Alkaline_Phosphatase_Level": 73.48498466, + "Alanine_Aminotransferase_Level": 35.45218057, + "Aspartate_Aminotransferase_Level": 36.93786644, + "Creatinine_Level": 1.299532756, + "LDH_Level": 243.96339, + "Calcium_Level": 9.665573256, + "Phosphorus_Level": 2.663641949, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 24.12855214, + "Aspartate_Aminotransferase_Level": 33.60032669, + "Creatinine_Level": 0.538447682, + "LDH_Level": 163.694521, + "Calcium_Level": 10.27107457, + "Phosphorus_Level": 3.178140723, + "Glucose_Level": 71.31859218, + "Potassium_Level": 3.621271597, + "Sodium_Level": 135.7779459, + "Smoking_Pack_Years": 56.51104106 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.29909085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.32660128, + "White_Blood_Cell_Count": 6.709679132, + "Platelet_Count": 389.2292033, + "Albumin_Level": 3.899691291, + "Alkaline_Phosphatase_Level": 50.30299909, + "Alanine_Aminotransferase_Level": 15.86161644, + "Aspartate_Aminotransferase_Level": 14.41417837, + "Creatinine_Level": 1.36499144, + "LDH_Level": 179.1866396, + "Calcium_Level": 9.855727016, + "Phosphorus_Level": 3.680643982, + "Glucose_Level": 132.3010198, + "Potassium_Level": 3.931192164, + "Sodium_Level": 137.1469806, + "Smoking_Pack_Years": 88.12063216 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.35923374, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.82029954, + "White_Blood_Cell_Count": 8.869738257, + "Platelet_Count": 328.4247747, + "Albumin_Level": 4.004615553, + "Alkaline_Phosphatase_Level": 115.8239671, + "Alanine_Aminotransferase_Level": 23.27289676, + "Aspartate_Aminotransferase_Level": 24.14288093, + "Creatinine_Level": 0.659467672, + "LDH_Level": 114.0996687, + "Calcium_Level": 9.087238694, + "Phosphorus_Level": 3.622806578, + "Glucose_Level": 86.54907156, + "Potassium_Level": 3.683939137, + "Sodium_Level": 141.8412773, + "Smoking_Pack_Years": 96.90310313 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.3019836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.22187856, + "White_Blood_Cell_Count": 8.804531786, + "Platelet_Count": 191.4015332, + "Albumin_Level": 4.32936151, + "Alkaline_Phosphatase_Level": 99.83983091, + "Alanine_Aminotransferase_Level": 17.85487784, + "Aspartate_Aminotransferase_Level": 36.7975009, + "Creatinine_Level": 0.843926927, + "LDH_Level": 130.4069085, + "Calcium_Level": 9.451499492, + "Phosphorus_Level": 3.930508288, + 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78.04889479, + "Alanine_Aminotransferase_Level": 32.31079986, + "Aspartate_Aminotransferase_Level": 25.44648979, + "Creatinine_Level": 1.256346356, + "LDH_Level": 187.096299, + "Calcium_Level": 8.102013351, + "Phosphorus_Level": 4.315653782, + "Glucose_Level": 110.9625541, + "Potassium_Level": 3.994643074, + "Sodium_Level": 140.9358139, + "Smoking_Pack_Years": 37.1466062 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.95753006, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.61082196, + "White_Blood_Cell_Count": 7.13842077, + "Platelet_Count": 193.0153832, + "Albumin_Level": 3.288447014, + "Alkaline_Phosphatase_Level": 110.4095639, + "Alanine_Aminotransferase_Level": 36.92806877, + "Aspartate_Aminotransferase_Level": 24.8001191, + "Creatinine_Level": 1.355169102, + "LDH_Level": 149.813152, + "Calcium_Level": 10.14959222, + "Phosphorus_Level": 4.12387088, + "Glucose_Level": 147.5232663, + "Potassium_Level": 3.596179009, + "Sodium_Level": 143.8020727, + "Smoking_Pack_Years": 73.3479531 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.5451039, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.76533388, + "White_Blood_Cell_Count": 5.354384139, + "Platelet_Count": 362.1542409, + "Albumin_Level": 4.765277016, + "Alkaline_Phosphatase_Level": 50.04697731, + "Alanine_Aminotransferase_Level": 7.265480159, + "Aspartate_Aminotransferase_Level": 34.53386632, + "Creatinine_Level": 1.059696856, + "LDH_Level": 104.8234445, + "Calcium_Level": 8.142504125, + "Phosphorus_Level": 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"Tumor_Size_mm": 88.13877391, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.2775419, + "White_Blood_Cell_Count": 7.12103677, + "Platelet_Count": 255.2022008, + "Albumin_Level": 4.463330291, + "Alkaline_Phosphatase_Level": 98.6651398, + "Alanine_Aminotransferase_Level": 33.9474364, + "Aspartate_Aminotransferase_Level": 49.23360381, + "Creatinine_Level": 1.458910056, + "LDH_Level": 146.812167, + "Calcium_Level": 9.878842804, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.53525469, + "White_Blood_Cell_Count": 7.790550231, + "Platelet_Count": 333.9576184, + "Albumin_Level": 4.321795326, + "Alkaline_Phosphatase_Level": 119.4015798, + "Alanine_Aminotransferase_Level": 35.33151391, + "Aspartate_Aminotransferase_Level": 16.67377291, + "Creatinine_Level": 1.402686037, + "LDH_Level": 210.4739528, + "Calcium_Level": 10.09770168, + "Phosphorus_Level": 2.520020155, + "Glucose_Level": 139.4298783, + "Potassium_Level": 4.929670732, + "Sodium_Level": 144.4518446, + "Smoking_Pack_Years": 79.4378136 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.13692717, + "White_Blood_Cell_Count": 7.865052159, + "Platelet_Count": 163.0187474, + "Albumin_Level": 4.232076921, + "Alkaline_Phosphatase_Level": 36.06924069, + "Alanine_Aminotransferase_Level": 26.90202948, + "Aspartate_Aminotransferase_Level": 35.36863999, + "Creatinine_Level": 1.4374832, + "LDH_Level": 235.6080959, + "Calcium_Level": 8.292906578, + "Phosphorus_Level": 4.551147314, + "Glucose_Level": 107.5094059, + "Potassium_Level": 4.185615155, + "Sodium_Level": 144.5611146, + "Smoking_Pack_Years": 24.40770705 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": 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9.575585271, + "Phosphorus_Level": 3.710245628, + "Glucose_Level": 105.2284199, + "Potassium_Level": 4.146852544, + "Sodium_Level": 135.951367, + "Smoking_Pack_Years": 52.75387367 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.47703267, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.99752693, + "White_Blood_Cell_Count": 8.13985135, + "Platelet_Count": 359.7017633, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.02627892, + "White_Blood_Cell_Count": 8.82833047, + "Platelet_Count": 311.0666639, + "Albumin_Level": 4.60807266, + "Alkaline_Phosphatase_Level": 89.84385817, + "Alanine_Aminotransferase_Level": 31.88505932, + "Aspartate_Aminotransferase_Level": 20.40696594, + "Creatinine_Level": 0.728927092, + "LDH_Level": 102.6893949, + "Calcium_Level": 8.50995112, + "Phosphorus_Level": 2.69251557, + "Glucose_Level": 113.5313663, + "Potassium_Level": 3.867244969, + "Sodium_Level": 143.2017898, + "Smoking_Pack_Years": 65.41659658 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": 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"Tumor_Size_mm": 28.73015416, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.04420216, + "White_Blood_Cell_Count": 6.150063642, + "Platelet_Count": 364.2066953, + "Albumin_Level": 4.571830165, + "Alkaline_Phosphatase_Level": 107.4445694, + "Alanine_Aminotransferase_Level": 37.13982867, + "Aspartate_Aminotransferase_Level": 49.19061203, + "Creatinine_Level": 1.271009188, + "LDH_Level": 125.7845856, + "Calcium_Level": 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"Albumin_Level": 4.22207233, + "Alkaline_Phosphatase_Level": 105.5357618, + "Alanine_Aminotransferase_Level": 18.75115157, + "Aspartate_Aminotransferase_Level": 14.70516587, + "Creatinine_Level": 0.606666603, + "LDH_Level": 216.5878658, + "Calcium_Level": 8.515158324, + "Phosphorus_Level": 3.404679848, + "Glucose_Level": 72.81916228, + "Potassium_Level": 4.203458186, + "Sodium_Level": 137.0329507, + "Smoking_Pack_Years": 74.88912669 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.88510213, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.62580712, + "White_Blood_Cell_Count": 3.899189259, + "Platelet_Count": 253.2870671, + "Albumin_Level": 3.596164946, + "Alkaline_Phosphatase_Level": 106.3775209, + "Alanine_Aminotransferase_Level": 7.063841446, + "Aspartate_Aminotransferase_Level": 21.30132785, + "Creatinine_Level": 1.434034071, + "LDH_Level": 248.1116437, + "Calcium_Level": 8.127614463, + "Phosphorus_Level": 3.80871227, + "Glucose_Level": 102.2046915, + "Potassium_Level": 3.560061077, + "Sodium_Level": 136.4248116, + "Smoking_Pack_Years": 80.94009855 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.83029353, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + 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231.9440797, + "Calcium_Level": 9.347455452, + "Phosphorus_Level": 4.458217676, + "Glucose_Level": 140.1226186, + "Potassium_Level": 3.640644166, + "Sodium_Level": 144.9315569, + "Smoking_Pack_Years": 67.05220498 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.21881487, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.72308836, + "White_Blood_Cell_Count": 5.667687803, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.79864625, + "White_Blood_Cell_Count": 8.742811492, + "Platelet_Count": 401.9958517, + "Albumin_Level": 4.727487227, + "Alkaline_Phosphatase_Level": 103.7824736, + "Alanine_Aminotransferase_Level": 23.53056475, + "Aspartate_Aminotransferase_Level": 14.49651306, + "Creatinine_Level": 0.529997941, + "LDH_Level": 216.7497957, + "Calcium_Level": 10.47201099, + "Phosphorus_Level": 3.315406068, + "Glucose_Level": 86.19032172, + "Potassium_Level": 4.193745009, + "Sodium_Level": 135.4954754, + "Smoking_Pack_Years": 26.70566696 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.01249836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.46930192, + "White_Blood_Cell_Count": 3.502486929, + "Platelet_Count": 199.2215704, + "Albumin_Level": 3.748774454, + "Alkaline_Phosphatase_Level": 35.40602449, + "Alanine_Aminotransferase_Level": 36.97103614, + "Aspartate_Aminotransferase_Level": 17.72772171, + "Creatinine_Level": 1.36286287, + "LDH_Level": 149.916507, + "Calcium_Level": 9.643934146, + "Phosphorus_Level": 3.875395001, + "Glucose_Level": 89.53235657, + "Potassium_Level": 4.155122326, + "Sodium_Level": 137.2480055, + "Smoking_Pack_Years": 90.81349674 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.35612161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.37679362, + "White_Blood_Cell_Count": 3.724095415, + "Platelet_Count": 433.9335724, + "Albumin_Level": 3.232909146, + "Alkaline_Phosphatase_Level": 99.53271067, + "Alanine_Aminotransferase_Level": 29.68800754, + "Aspartate_Aminotransferase_Level": 14.8306761, + "Creatinine_Level": 1.158396989, + "LDH_Level": 204.4033481, + "Calcium_Level": 8.961991898, + "Phosphorus_Level": 3.209229732, + "Glucose_Level": 144.0844341, + "Potassium_Level": 4.814457538, + "Sodium_Level": 135.3427353, + "Smoking_Pack_Years": 63.78137459 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.61958872, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.44230726, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.75944637, + "White_Blood_Cell_Count": 5.091337267, + "Platelet_Count": 185.6655559, + "Albumin_Level": 4.993011345, + "Alkaline_Phosphatase_Level": 62.34278983, + "Alanine_Aminotransferase_Level": 14.90831498, + "Aspartate_Aminotransferase_Level": 14.17420621, + "Creatinine_Level": 1.157336585, + "LDH_Level": 103.6665318, + "Calcium_Level": 10.14186004, + "Phosphorus_Level": 3.773948553, + "Glucose_Level": 144.0165049, + "Potassium_Level": 4.106240834, + "Sodium_Level": 141.0044, + "Smoking_Pack_Years": 16.12097817 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.76717673, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 51, 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23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.93920648, + "White_Blood_Cell_Count": 5.922652219, + "Platelet_Count": 437.4484023, + "Albumin_Level": 3.859445833, + "Alkaline_Phosphatase_Level": 81.16758883, + "Alanine_Aminotransferase_Level": 37.11706038, + "Aspartate_Aminotransferase_Level": 15.96792398, + "Creatinine_Level": 1.039097028, + "LDH_Level": 190.9125804, + "Calcium_Level": 9.205648911, + "Phosphorus_Level": 3.993836662, + "Glucose_Level": 109.7713788, + "Potassium_Level": 4.341800684, + "Sodium_Level": 144.8067455, + "Smoking_Pack_Years": 67.61984701 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.57028807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.84876095, + "White_Blood_Cell_Count": 6.42492576, + "Platelet_Count": 159.3686727, + "Albumin_Level": 3.817303373, + "Alkaline_Phosphatase_Level": 50.18223086, + "Alanine_Aminotransferase_Level": 18.62748931, + "Aspartate_Aminotransferase_Level": 27.57240379, + "Creatinine_Level": 1.377960196, + "LDH_Level": 194.3594398, + "Calcium_Level": 8.849609627, + "Phosphorus_Level": 3.498886856, + "Glucose_Level": 71.7084987, + "Potassium_Level": 4.176942237, + "Sodium_Level": 140.7944901, + "Smoking_Pack_Years": 7.46462242 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.76665109, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.97606814, + "White_Blood_Cell_Count": 6.429629334, + "Platelet_Count": 324.2489139, + "Albumin_Level": 3.412355075, + "Alkaline_Phosphatase_Level": 110.9914337, + "Alanine_Aminotransferase_Level": 15.17555151, + "Aspartate_Aminotransferase_Level": 10.08980182, + "Creatinine_Level": 1.382094361, + "LDH_Level": 218.8626921, + "Calcium_Level": 8.745150179, + "Phosphorus_Level": 2.616974142, + "Glucose_Level": 136.0347477, + "Potassium_Level": 3.7866356, + "Sodium_Level": 143.2025023, + "Smoking_Pack_Years": 33.22407411 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.24794814, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.313153, + "White_Blood_Cell_Count": 3.937443043, + "Platelet_Count": 404.6078625, + "Albumin_Level": 3.000284932, + "Alkaline_Phosphatase_Level": 90.02661979, + "Alanine_Aminotransferase_Level": 5.064355516, + "Aspartate_Aminotransferase_Level": 18.90768208, + "Creatinine_Level": 1.38319427, + "LDH_Level": 246.4068379, + "Calcium_Level": 9.356740448, + "Phosphorus_Level": 4.248683197, + "Glucose_Level": 126.5533609, + "Potassium_Level": 4.566976662, + "Sodium_Level": 141.7640984, + "Smoking_Pack_Years": 88.65341007 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.83661324, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.34971574, + "White_Blood_Cell_Count": 9.497010574, + "Platelet_Count": 344.2334281, + "Albumin_Level": 4.2206116, + "Alkaline_Phosphatase_Level": 52.72046409, + "Alanine_Aminotransferase_Level": 7.881169577, + "Aspartate_Aminotransferase_Level": 27.9551012, + "Creatinine_Level": 0.58975653, + "LDH_Level": 239.2998713, + "Calcium_Level": 10.25623482, + "Phosphorus_Level": 4.440040644, + "Glucose_Level": 134.1465348, + "Potassium_Level": 4.739176236, + "Sodium_Level": 137.7972423, + "Smoking_Pack_Years": 98.07687487 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.99201469, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.2150237, + "White_Blood_Cell_Count": 7.212732794, + "Platelet_Count": 400.9881649, + "Albumin_Level": 4.089489761, + "Alkaline_Phosphatase_Level": 59.62294664, + "Alanine_Aminotransferase_Level": 37.82300775, + "Aspartate_Aminotransferase_Level": 49.25047035, + "Creatinine_Level": 1.173922863, + "LDH_Level": 125.4453448, + "Calcium_Level": 10.44988122, + "Phosphorus_Level": 4.942243376, + "Glucose_Level": 81.03076612, + "Potassium_Level": 4.934482818, + "Sodium_Level": 142.0312137, + "Smoking_Pack_Years": 64.77581398 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 52.76932468, + "Alanine_Aminotransferase_Level": 25.36156744, + "Aspartate_Aminotransferase_Level": 35.14502014, + "Creatinine_Level": 0.516909353, + "LDH_Level": 207.9205709, + "Calcium_Level": 9.786703114, + "Phosphorus_Level": 2.971285534, + "Glucose_Level": 89.40396681, + "Potassium_Level": 4.650650202, + "Sodium_Level": 139.517841, + "Smoking_Pack_Years": 66.14043909 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.74443436, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.73237318, + "White_Blood_Cell_Count": 7.410083468, + "Platelet_Count": 195.7914978, + "Albumin_Level": 3.003073206, + "Alkaline_Phosphatase_Level": 109.9795591, + "Alanine_Aminotransferase_Level": 9.402403257, + "Aspartate_Aminotransferase_Level": 18.65306621, + "Creatinine_Level": 0.793361464, + "LDH_Level": 144.4379598, + "Calcium_Level": 9.165591353, + "Phosphorus_Level": 4.294535542, + "Glucose_Level": 148.2031925, + "Potassium_Level": 4.050885485, + "Sodium_Level": 143.849551, + "Smoking_Pack_Years": 2.474141558 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.25636214, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.91187916, + "White_Blood_Cell_Count": 9.529429365, + "Platelet_Count": 277.3579678, + "Albumin_Level": 3.779033501, + "Alkaline_Phosphatase_Level": 43.45843911, + "Alanine_Aminotransferase_Level": 31.43236919, + "Aspartate_Aminotransferase_Level": 32.32644536, + "Creatinine_Level": 0.657012816, + "LDH_Level": 140.2387615, + "Calcium_Level": 8.857290853, + "Phosphorus_Level": 2.762260463, + "Glucose_Level": 74.43661459, + "Potassium_Level": 4.663218522, + "Sodium_Level": 140.2744073, + "Smoking_Pack_Years": 94.61663686 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.33281881, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.89003069, + "White_Blood_Cell_Count": 8.860589484, + "Platelet_Count": 168.5137786, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.36457985, + "White_Blood_Cell_Count": 5.063908132, + "Platelet_Count": 268.1421756, + "Albumin_Level": 4.29495634, + "Alkaline_Phosphatase_Level": 83.64810517, + "Alanine_Aminotransferase_Level": 12.28391985, + "Aspartate_Aminotransferase_Level": 17.23866388, + "Creatinine_Level": 0.730675767, + "LDH_Level": 166.6501516, + "Calcium_Level": 10.25039725, + "Phosphorus_Level": 3.095863333, + "Glucose_Level": 97.40485831, + "Potassium_Level": 4.739928026, + "Sodium_Level": 141.5928755, + "Smoking_Pack_Years": 12.08099494 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.39372547, + "White_Blood_Cell_Count": 9.728778007, + "Platelet_Count": 352.9714409, + "Albumin_Level": 3.984285014, + "Alkaline_Phosphatase_Level": 54.27919657, + "Alanine_Aminotransferase_Level": 34.34812979, + "Aspartate_Aminotransferase_Level": 17.98649069, + "Creatinine_Level": 1.079945872, + "LDH_Level": 227.0344153, + "Calcium_Level": 8.804306082, + "Phosphorus_Level": 3.213651561, + "Glucose_Level": 132.6770182, + "Potassium_Level": 3.682009908, + "Sodium_Level": 137.8430927, + "Smoking_Pack_Years": 73.69731322 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.77686269, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 45.84746378, + "Creatinine_Level": 1.455558301, + "LDH_Level": 212.3578755, + "Calcium_Level": 9.816419736, + "Phosphorus_Level": 3.037956196, + "Glucose_Level": 142.2033946, + "Potassium_Level": 3.819604023, + "Sodium_Level": 138.5447371, + "Smoking_Pack_Years": 90.38291439 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.4561573, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.18492468, + "White_Blood_Cell_Count": 7.420752014, + "Platelet_Count": 234.6697641, + "Albumin_Level": 4.036444575, + "Alkaline_Phosphatase_Level": 44.12775821, + "Alanine_Aminotransferase_Level": 17.39673985, + "Aspartate_Aminotransferase_Level": 14.50817866, + "Creatinine_Level": 1.258443821, + "LDH_Level": 188.5977386, + "Calcium_Level": 9.737585739, + "Phosphorus_Level": 4.679043765, + "Glucose_Level": 115.0535628, + "Potassium_Level": 4.273520899, + "Sodium_Level": 144.0612623, + "Smoking_Pack_Years": 4.707458254 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.19634094, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.88022561, + "White_Blood_Cell_Count": 9.324232836, + "Platelet_Count": 373.9660727, + "Albumin_Level": 3.903325829, + "Alkaline_Phosphatase_Level": 35.38296267, + "Alanine_Aminotransferase_Level": 38.49103362, + "Aspartate_Aminotransferase_Level": 44.22347506, + "Creatinine_Level": 1.33563467, + "LDH_Level": 224.7489142, + "Calcium_Level": 9.578028122, + "Phosphorus_Level": 2.888865072, + "Glucose_Level": 121.9313702, + "Potassium_Level": 4.605757747, + "Sodium_Level": 136.8131952, + "Smoking_Pack_Years": 79.3522295 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.79099347, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.06205908, + "White_Blood_Cell_Count": 7.728324746, + "Platelet_Count": 271.3071649, + "Albumin_Level": 4.295367571, + "Alkaline_Phosphatase_Level": 72.16680426, + "Alanine_Aminotransferase_Level": 16.88691771, + "Aspartate_Aminotransferase_Level": 25.08734255, + "Creatinine_Level": 0.805013543, + "LDH_Level": 163.9243562, + "Calcium_Level": 10.03847706, + "Phosphorus_Level": 4.08045453, + "Glucose_Level": 73.4531541, + "Potassium_Level": 4.456250144, + "Sodium_Level": 142.6268407, + "Smoking_Pack_Years": 88.88661036 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.64300166, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.39092001, + "White_Blood_Cell_Count": 7.199418552, + "Platelet_Count": 393.6270166, + "Albumin_Level": 3.154201375, + "Alkaline_Phosphatase_Level": 117.6854432, + "Alanine_Aminotransferase_Level": 11.7448316, + "Aspartate_Aminotransferase_Level": 39.92294488, + "Creatinine_Level": 0.852422098, + "LDH_Level": 156.7849699, + "Calcium_Level": 10.30529758, + "Phosphorus_Level": 2.645494927, + "Glucose_Level": 115.3074754, + "Potassium_Level": 3.720993383, + "Sodium_Level": 142.9504291, + "Smoking_Pack_Years": 45.15366882 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.88849527, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.10241355, + "White_Blood_Cell_Count": 9.721775911, + "Platelet_Count": 315.7215067, + "Albumin_Level": 3.91857122, + "Alkaline_Phosphatase_Level": 57.45966904, + "Alanine_Aminotransferase_Level": 15.9172301, + "Aspartate_Aminotransferase_Level": 20.13479053, + "Creatinine_Level": 0.631248598, + "LDH_Level": 182.2154836, + "Calcium_Level": 9.824108886, + "Phosphorus_Level": 2.654243906, + "Glucose_Level": 141.0142607, + "Potassium_Level": 4.045157703, + "Sodium_Level": 143.8566048, + "Smoking_Pack_Years": 70.3642487 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.2337873, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.97244994, + "White_Blood_Cell_Count": 3.656107666, + "Platelet_Count": 269.2579929, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.3658966, + "White_Blood_Cell_Count": 7.601252482, + "Platelet_Count": 399.9824241, + "Albumin_Level": 4.124208359, + "Alkaline_Phosphatase_Level": 86.63936058, + "Alanine_Aminotransferase_Level": 16.56675837, + "Aspartate_Aminotransferase_Level": 37.46487659, + "Creatinine_Level": 0.557834632, + "LDH_Level": 158.8666899, + "Calcium_Level": 10.46234317, + "Phosphorus_Level": 3.939506368, + "Glucose_Level": 83.94018908, + "Potassium_Level": 3.681240351, + "Sodium_Level": 137.6099284, + "Smoking_Pack_Years": 72.88664151 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.20096122, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.99355247, + "White_Blood_Cell_Count": 6.726494365, + "Platelet_Count": 243.6224174, + "Albumin_Level": 3.780849928, + "Alkaline_Phosphatase_Level": 74.41852882, + "Alanine_Aminotransferase_Level": 11.4347882, + "Aspartate_Aminotransferase_Level": 23.94211475, + "Creatinine_Level": 1.002999049, + "LDH_Level": 176.0025156, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.17935347, + "White_Blood_Cell_Count": 8.224224586, + "Platelet_Count": 400.1058197, + "Albumin_Level": 3.255051941, + "Alkaline_Phosphatase_Level": 73.64261321, + "Alanine_Aminotransferase_Level": 36.81441098, + "Aspartate_Aminotransferase_Level": 43.66975585, + "Creatinine_Level": 0.938692556, + "LDH_Level": 178.0455563, + "Calcium_Level": 10.42220841, + "Phosphorus_Level": 4.534692068, + "Glucose_Level": 119.1965019, + "Potassium_Level": 3.776676037, + "Sodium_Level": 140.6765976, + "Smoking_Pack_Years": 26.24354356 + }, + { + "Age": 46, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.12002478, + "White_Blood_Cell_Count": 7.903454835, + "Platelet_Count": 168.5914982, + "Albumin_Level": 4.918089078, + "Alkaline_Phosphatase_Level": 76.64050484, + "Alanine_Aminotransferase_Level": 5.964787074, + "Aspartate_Aminotransferase_Level": 44.44652051, + "Creatinine_Level": 0.665924573, + "LDH_Level": 159.2963532, + "Calcium_Level": 8.283809843, + "Phosphorus_Level": 4.020177597, + "Glucose_Level": 125.809732, + "Potassium_Level": 3.966143588, + "Sodium_Level": 137.0636071, + "Smoking_Pack_Years": 79.30586244 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.07839787, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.50475156, + "White_Blood_Cell_Count": 8.073314547, + "Platelet_Count": 366.8019222, + "Albumin_Level": 3.369283119, + "Alkaline_Phosphatase_Level": 85.51677286, + "Alanine_Aminotransferase_Level": 10.34000547, + "Aspartate_Aminotransferase_Level": 23.08800178, + "Creatinine_Level": 0.760290229, + "LDH_Level": 194.6129253, + "Calcium_Level": 8.135305876, + "Phosphorus_Level": 3.224994059, + "Glucose_Level": 135.5377274, + "Potassium_Level": 4.818075761, + "Sodium_Level": 142.555326, + "Smoking_Pack_Years": 12.47306984 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.74338535, + "White_Blood_Cell_Count": 4.04459355, + "Platelet_Count": 313.9459214, + "Albumin_Level": 4.654607534, + "Alkaline_Phosphatase_Level": 115.3594935, + "Alanine_Aminotransferase_Level": 14.32177776, + "Aspartate_Aminotransferase_Level": 25.59210199, + "Creatinine_Level": 0.731307742, + "LDH_Level": 209.6101799, + "Calcium_Level": 10.20393123, + "Phosphorus_Level": 3.080255233, + "Glucose_Level": 122.8508382, + "Potassium_Level": 4.090079609, + "Sodium_Level": 138.5895443, + "Smoking_Pack_Years": 92.11299934 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.09891035, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.09829591, + "White_Blood_Cell_Count": 4.452255054, + "Platelet_Count": 420.1787276, + "Albumin_Level": 4.762176494, + "Alkaline_Phosphatase_Level": 81.59283421, + "Alanine_Aminotransferase_Level": 30.37104737, + "Aspartate_Aminotransferase_Level": 17.85840007, + "Creatinine_Level": 1.394565381, + "LDH_Level": 224.157733, + "Calcium_Level": 9.535371586, + "Phosphorus_Level": 3.515626918, + "Glucose_Level": 148.3350089, + "Potassium_Level": 4.384519358, + "Sodium_Level": 135.024011, + "Smoking_Pack_Years": 19.15483778 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1.185366308, + "LDH_Level": 100.153135, + "Calcium_Level": 9.610639919, + "Phosphorus_Level": 2.931348546, + "Glucose_Level": 122.5548369, + "Potassium_Level": 4.987981994, + "Sodium_Level": 136.6440018, + "Smoking_Pack_Years": 73.52053681 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.22577788, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.29719884, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.90864188, + "White_Blood_Cell_Count": 3.939840207, + "Platelet_Count": 395.0228557, + "Albumin_Level": 4.607137493, + "Alkaline_Phosphatase_Level": 53.36719151, + "Alanine_Aminotransferase_Level": 32.35340768, + "Aspartate_Aminotransferase_Level": 48.96399574, + "Creatinine_Level": 1.229770123, + "LDH_Level": 114.1176305, + "Calcium_Level": 8.902399296, + "Phosphorus_Level": 3.57967229, + "Glucose_Level": 132.0547263, + "Potassium_Level": 4.650888674, + "Sodium_Level": 136.3411339, + "Smoking_Pack_Years": 72.02989501 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.7597113, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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135.1393046, + "Smoking_Pack_Years": 4.616728173 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.76933877, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.00024848, + "White_Blood_Cell_Count": 9.398266515, + "Platelet_Count": 293.4774812, + "Albumin_Level": 3.10043583, + "Alkaline_Phosphatase_Level": 54.24216817, + "Alanine_Aminotransferase_Level": 20.49009342, + "Aspartate_Aminotransferase_Level": 33.29854895, + "Creatinine_Level": 1.394333239, + "LDH_Level": 238.8970498, + "Calcium_Level": 9.016389434, + "Phosphorus_Level": 4.183033598, + "Glucose_Level": 88.46166369, + "Potassium_Level": 4.924847295, + "Sodium_Level": 141.787422, + "Smoking_Pack_Years": 30.93216197 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.79760779, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 98, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.26673132, + "White_Blood_Cell_Count": 6.290729717, + "Platelet_Count": 155.1043748, + "Albumin_Level": 3.69554733, + "Alkaline_Phosphatase_Level": 85.99347263, + "Alanine_Aminotransferase_Level": 15.93935987, + "Aspartate_Aminotransferase_Level": 34.71867548, + "Creatinine_Level": 0.959951911, + "LDH_Level": 240.4822633, + "Calcium_Level": 9.157730811, + "Phosphorus_Level": 4.676780054, + "Glucose_Level": 99.27747286, + "Potassium_Level": 4.259258861, + "Sodium_Level": 139.6041199, + "Smoking_Pack_Years": 0.275635626 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.05793889, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.2214911, + "White_Blood_Cell_Count": 3.94352789, + "Platelet_Count": 227.1797791, + "Albumin_Level": 4.931322599, + "Alkaline_Phosphatase_Level": 48.24903211, + "Alanine_Aminotransferase_Level": 17.48122475, + "Aspartate_Aminotransferase_Level": 37.73073963, + "Creatinine_Level": 1.059057812, + "LDH_Level": 113.21865, + "Calcium_Level": 10.15507206, + "Phosphorus_Level": 4.516926726, + 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56.7590556, + "Alanine_Aminotransferase_Level": 34.94535023, + "Aspartate_Aminotransferase_Level": 14.61649303, + "Creatinine_Level": 1.308047931, + "LDH_Level": 107.6299342, + "Calcium_Level": 8.273423084, + "Phosphorus_Level": 2.612838598, + "Glucose_Level": 91.67144341, + "Potassium_Level": 4.254391351, + "Sodium_Level": 139.3006873, + "Smoking_Pack_Years": 25.39400177 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.19818851, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.89201336, + "White_Blood_Cell_Count": 5.169254463, + "Platelet_Count": 171.1084701, + "Albumin_Level": 4.691928577, + "Alkaline_Phosphatase_Level": 63.55238214, + "Alanine_Aminotransferase_Level": 7.756193572, + "Aspartate_Aminotransferase_Level": 47.235897, + "Creatinine_Level": 1.170773685, + "LDH_Level": 152.5726966, + "Calcium_Level": 8.142833937, + "Phosphorus_Level": 4.305904672, + "Glucose_Level": 92.30206771, + "Potassium_Level": 3.800551195, + "Sodium_Level": 137.4785522, + "Smoking_Pack_Years": 20.02400382 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.83135674, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.57120169, + "White_Blood_Cell_Count": 9.335592129, + "Platelet_Count": 306.2327514, + "Albumin_Level": 3.483942555, + "Alkaline_Phosphatase_Level": 49.17953715, + "Alanine_Aminotransferase_Level": 30.94284941, + "Aspartate_Aminotransferase_Level": 33.12727208, + "Creatinine_Level": 1.2751107, + "LDH_Level": 199.0164146, + "Calcium_Level": 8.753431482, + "Phosphorus_Level": 3.282989451, + "Glucose_Level": 80.49673278, + "Potassium_Level": 3.955207208, + "Sodium_Level": 137.5611238, + "Smoking_Pack_Years": 91.33387308 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.01203078, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.18256987, + "White_Blood_Cell_Count": 9.727387508, + "Platelet_Count": 410.9975505, + "Albumin_Level": 3.70342892, + "Alkaline_Phosphatase_Level": 46.60985051, + "Alanine_Aminotransferase_Level": 5.02373711, + "Aspartate_Aminotransferase_Level": 29.56883475, + "Creatinine_Level": 0.928022747, + "LDH_Level": 248.3908033, + "Calcium_Level": 8.268109364, + "Phosphorus_Level": 3.753393275, + "Glucose_Level": 148.1898919, + "Potassium_Level": 3.625188155, + "Sodium_Level": 144.2902028, + "Smoking_Pack_Years": 41.95122033 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.10828685, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.48965974, + "White_Blood_Cell_Count": 6.452961197, + "Platelet_Count": 207.7613302, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.93581556, + "White_Blood_Cell_Count": 6.804722314, + "Platelet_Count": 433.1040565, + "Albumin_Level": 3.134606046, + "Alkaline_Phosphatase_Level": 98.9051934, + "Alanine_Aminotransferase_Level": 13.73346484, + "Aspartate_Aminotransferase_Level": 32.50945827, + "Creatinine_Level": 0.949441191, + "LDH_Level": 125.0820517, + "Calcium_Level": 8.573422467, + "Phosphorus_Level": 3.879250698, + "Glucose_Level": 118.1728344, + "Potassium_Level": 3.7193321, + "Sodium_Level": 139.8258543, + "Smoking_Pack_Years": 57.11532482 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.27085674, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.41330953, + "White_Blood_Cell_Count": 9.576788945, + "Platelet_Count": 211.1442696, + "Albumin_Level": 4.297685048, + "Alkaline_Phosphatase_Level": 119.9764327, + "Alanine_Aminotransferase_Level": 7.041681032, + "Aspartate_Aminotransferase_Level": 18.8379865, + "Creatinine_Level": 1.014924353, + "LDH_Level": 104.6500772, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.58600241, + "White_Blood_Cell_Count": 8.203090302, + "Platelet_Count": 262.2311057, + "Albumin_Level": 3.512491931, + "Alkaline_Phosphatase_Level": 46.30292638, + "Alanine_Aminotransferase_Level": 34.25464681, + "Aspartate_Aminotransferase_Level": 19.2957548, + "Creatinine_Level": 1.348454206, + "LDH_Level": 111.1205489, + "Calcium_Level": 8.54537843, + "Phosphorus_Level": 4.470095633, + "Glucose_Level": 89.08446633, + "Potassium_Level": 3.647108606, + "Sodium_Level": 135.0344047, + "Smoking_Pack_Years": 69.96401429 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.2248899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.44266781, + "White_Blood_Cell_Count": 6.495285569, + "Platelet_Count": 435.513181, + "Albumin_Level": 4.814254738, + "Alkaline_Phosphatase_Level": 43.9548342, + "Alanine_Aminotransferase_Level": 35.67084838, + "Aspartate_Aminotransferase_Level": 37.91579853, + "Creatinine_Level": 0.888144111, + "LDH_Level": 239.8545134, + "Calcium_Level": 10.19107315, + "Phosphorus_Level": 3.818663183, + "Glucose_Level": 73.13177504, + "Potassium_Level": 3.595335204, + "Sodium_Level": 136.744622, + "Smoking_Pack_Years": 7.198314062 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.31897526, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.97951244, + "White_Blood_Cell_Count": 3.751229449, + 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"LDH_Level": 124.0326245, + "Calcium_Level": 9.910018907, + "Phosphorus_Level": 3.234529288, + "Glucose_Level": 135.2317601, + "Potassium_Level": 4.376169738, + "Sodium_Level": 144.3347695, + "Smoking_Pack_Years": 54.81315412 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.74286855, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.93265186, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.51539935, + "White_Blood_Cell_Count": 8.801278693, + "Platelet_Count": 162.0544826, + "Albumin_Level": 3.667485194, + "Alkaline_Phosphatase_Level": 97.26000729, + "Alanine_Aminotransferase_Level": 19.72979333, + "Aspartate_Aminotransferase_Level": 23.16383865, + "Creatinine_Level": 0.520885043, + "LDH_Level": 218.0143099, + "Calcium_Level": 8.83040936, + "Phosphorus_Level": 4.282704808, + "Glucose_Level": 82.60166767, + "Potassium_Level": 4.839523964, + "Sodium_Level": 139.5711482, + "Smoking_Pack_Years": 10.22052005 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.74729138, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Asian", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.27614373, + "White_Blood_Cell_Count": 5.098757302, + "Platelet_Count": 164.9905309, + "Albumin_Level": 3.158989563, + "Alkaline_Phosphatase_Level": 54.77965291, + "Alanine_Aminotransferase_Level": 30.50098303, + "Aspartate_Aminotransferase_Level": 45.85062878, + "Creatinine_Level": 0.763625706, + "LDH_Level": 186.8198747, + "Calcium_Level": 8.208689662, + "Phosphorus_Level": 4.307636271, + "Glucose_Level": 144.4920084, + "Potassium_Level": 4.505911554, + "Sodium_Level": 135.7994774, + "Smoking_Pack_Years": 59.79022234 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.19210817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.41439962, + "White_Blood_Cell_Count": 5.10855323, + "Platelet_Count": 278.5572694, + "Albumin_Level": 3.648649574, + "Alkaline_Phosphatase_Level": 104.454517, + "Alanine_Aminotransferase_Level": 14.78897068, + "Aspartate_Aminotransferase_Level": 22.0221629, + "Creatinine_Level": 0.888328555, + "LDH_Level": 118.2956027, + "Calcium_Level": 8.970751462, + "Phosphorus_Level": 4.800370979, + "Glucose_Level": 132.751102, + "Potassium_Level": 4.246273271, + "Sodium_Level": 135.9881293, + "Smoking_Pack_Years": 24.70742989 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.96316888, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.22561087, + "White_Blood_Cell_Count": 6.597092835, + "Platelet_Count": 212.3254043, + "Albumin_Level": 4.548613049, + "Alkaline_Phosphatase_Level": 90.75897737, + "Alanine_Aminotransferase_Level": 39.84755557, + "Aspartate_Aminotransferase_Level": 11.29890071, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.47945182, + "White_Blood_Cell_Count": 8.089980655, + "Platelet_Count": 435.3875262, + "Albumin_Level": 3.196621911, + "Alkaline_Phosphatase_Level": 40.13650197, + "Alanine_Aminotransferase_Level": 5.79198936, + "Aspartate_Aminotransferase_Level": 43.28299677, + "Creatinine_Level": 1.462201654, + "LDH_Level": 231.7729381, + "Calcium_Level": 8.805896156, + "Phosphorus_Level": 4.954303603, + "Glucose_Level": 109.7314324, + "Potassium_Level": 4.796860501, + "Sodium_Level": 143.5773979, + "Smoking_Pack_Years": 17.21356322 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.47895857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.58831083, + "White_Blood_Cell_Count": 6.839958135, + "Platelet_Count": 179.5832194, + "Albumin_Level": 3.047120266, + "Alkaline_Phosphatase_Level": 37.13659989, + "Alanine_Aminotransferase_Level": 28.78462904, + "Aspartate_Aminotransferase_Level": 42.27571857, + "Creatinine_Level": 1.020840008, + "LDH_Level": 123.1731669, + "Calcium_Level": 8.152973976, + "Phosphorus_Level": 3.088059725, + "Glucose_Level": 76.55245202, + "Potassium_Level": 4.076746459, + "Sodium_Level": 135.6720924, + "Smoking_Pack_Years": 99.92164041 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.1293702, + "White_Blood_Cell_Count": 6.491902371, + "Platelet_Count": 249.9625083, + "Albumin_Level": 3.421314313, + "Alkaline_Phosphatase_Level": 108.4208426, + "Alanine_Aminotransferase_Level": 33.09771682, + "Aspartate_Aminotransferase_Level": 33.41812428, + "Creatinine_Level": 0.937471836, + "LDH_Level": 126.9680901, + "Calcium_Level": 10.17119092, + "Phosphorus_Level": 4.593137599, + "Glucose_Level": 112.2654188, + "Potassium_Level": 3.890362944, + "Sodium_Level": 135.6999142, + "Smoking_Pack_Years": 43.53593215 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.98946336, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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139.5418691, + "Smoking_Pack_Years": 79.2844674 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.97143359, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.00497488, + "White_Blood_Cell_Count": 3.740758483, + "Platelet_Count": 358.4925339, + "Albumin_Level": 3.212393956, + "Alkaline_Phosphatase_Level": 57.46137218, + "Alanine_Aminotransferase_Level": 17.47500474, + "Aspartate_Aminotransferase_Level": 33.01471424, + "Creatinine_Level": 0.962973712, + "LDH_Level": 108.8637202, + "Calcium_Level": 10.37636992, + "Phosphorus_Level": 4.072004372, + "Glucose_Level": 123.8314823, + "Potassium_Level": 4.648409109, + "Sodium_Level": 137.0748049, + "Smoking_Pack_Years": 91.41311289 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.99408138, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.92674573, + "White_Blood_Cell_Count": 5.87852744, + "Platelet_Count": 299.3551814, + "Albumin_Level": 3.924064116, + "Alkaline_Phosphatase_Level": 114.0516735, + "Alanine_Aminotransferase_Level": 16.13070107, + "Aspartate_Aminotransferase_Level": 40.62024819, + "Creatinine_Level": 1.066826177, + "LDH_Level": 173.187062, + "Calcium_Level": 8.674485744, + "Phosphorus_Level": 4.253296759, + "Glucose_Level": 136.4997826, + "Potassium_Level": 3.550995117, + "Sodium_Level": 138.6402751, + "Smoking_Pack_Years": 58.57064026 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.07954279, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.98952664, + "White_Blood_Cell_Count": 8.26353013, + "Platelet_Count": 197.9854017, + "Albumin_Level": 3.731944872, + "Alkaline_Phosphatase_Level": 38.30076333, + "Alanine_Aminotransferase_Level": 26.75810264, + "Aspartate_Aminotransferase_Level": 40.69436718, + "Creatinine_Level": 1.041772904, + "LDH_Level": 136.4214228, + "Calcium_Level": 9.801597063, + "Phosphorus_Level": 4.65247354, + "Glucose_Level": 88.8695234, + "Potassium_Level": 3.628365249, + "Sodium_Level": 143.2108327, + "Smoking_Pack_Years": 69.36852308 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.48535269, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.66144996, + "White_Blood_Cell_Count": 7.788228831, + "Platelet_Count": 275.5768785, + "Albumin_Level": 3.279061193, + "Alkaline_Phosphatase_Level": 103.7883289, + "Alanine_Aminotransferase_Level": 15.6793806, + "Aspartate_Aminotransferase_Level": 38.4504153, + "Creatinine_Level": 1.295197056, + "LDH_Level": 187.4532007, + "Calcium_Level": 8.812549487, + "Phosphorus_Level": 2.726452956, + "Glucose_Level": 132.2413475, + "Potassium_Level": 3.652264293, + "Sodium_Level": 142.2670152, + "Smoking_Pack_Years": 8.985230968 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.49352293, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.4271794, + "White_Blood_Cell_Count": 8.550632864, + "Platelet_Count": 202.5154363, + "Albumin_Level": 3.254620878, + "Alkaline_Phosphatase_Level": 68.51013276, + "Alanine_Aminotransferase_Level": 30.86583051, + "Aspartate_Aminotransferase_Level": 41.09616311, + "Creatinine_Level": 1.329416008, + "LDH_Level": 173.5725339, + "Calcium_Level": 8.667246982, + "Phosphorus_Level": 4.786287577, + "Glucose_Level": 98.08291217, + "Potassium_Level": 4.00208065, + "Sodium_Level": 143.4653254, + "Smoking_Pack_Years": 48.43358865 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.05184284, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.21924146, + "White_Blood_Cell_Count": 6.480178652, + "Platelet_Count": 296.7112992, + "Albumin_Level": 4.631869008, + "Alkaline_Phosphatase_Level": 35.40074513, + "Alanine_Aminotransferase_Level": 22.69704279, + "Aspartate_Aminotransferase_Level": 23.75268326, + "Creatinine_Level": 1.435010773, + "LDH_Level": 177.2572126, + "Calcium_Level": 8.481085484, + "Phosphorus_Level": 3.451256979, + "Glucose_Level": 110.884214, + "Potassium_Level": 4.859325749, + "Sodium_Level": 140.1430331, + "Smoking_Pack_Years": 95.29770888 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.15831659, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.63618622, + "White_Blood_Cell_Count": 6.050057415, + "Platelet_Count": 276.2864717, + "Albumin_Level": 3.026184802, + "Alkaline_Phosphatase_Level": 34.88643195, + "Alanine_Aminotransferase_Level": 7.091373365, + "Aspartate_Aminotransferase_Level": 42.33274069, + "Creatinine_Level": 0.647038693, + "LDH_Level": 215.5836446, + "Calcium_Level": 8.095914744, + "Phosphorus_Level": 3.083757448, + "Glucose_Level": 148.3269061, + "Potassium_Level": 4.986770157, + "Sodium_Level": 140.3326176, + "Smoking_Pack_Years": 4.837523355 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.60371471, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.46278957, + "White_Blood_Cell_Count": 9.745460358, + "Platelet_Count": 388.5980947, + "Albumin_Level": 3.86464152, + "Alkaline_Phosphatase_Level": 46.2366565, + "Alanine_Aminotransferase_Level": 11.27975662, + "Aspartate_Aminotransferase_Level": 25.06580275, + "Creatinine_Level": 1.282601517, + "LDH_Level": 151.4137597, + "Calcium_Level": 10.44386904, + "Phosphorus_Level": 4.76639283, + "Glucose_Level": 99.92152254, + "Potassium_Level": 3.563722516, + "Sodium_Level": 141.3167457, + "Smoking_Pack_Years": 39.57283412 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.39530209, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.58732202, + "White_Blood_Cell_Count": 3.915349276, + "Platelet_Count": 207.2488475, + "Albumin_Level": 4.964305575, + "Alkaline_Phosphatase_Level": 114.7430554, + "Alanine_Aminotransferase_Level": 22.37236835, + "Aspartate_Aminotransferase_Level": 35.23535887, + "Creatinine_Level": 0.739891392, + "LDH_Level": 179.5507549, + "Calcium_Level": 10.44604693, + "Phosphorus_Level": 3.300671833, + "Glucose_Level": 128.9471754, + "Potassium_Level": 3.659675577, + "Sodium_Level": 143.0110608, + "Smoking_Pack_Years": 92.32442588 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.56421736, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.91720835, + "White_Blood_Cell_Count": 3.579807698, + "Platelet_Count": 420.1965229, + "Albumin_Level": 3.000373965, + "Alkaline_Phosphatase_Level": 100.7550149, + "Alanine_Aminotransferase_Level": 24.75470799, + "Aspartate_Aminotransferase_Level": 20.40464027, + "Creatinine_Level": 1.333424032, + "LDH_Level": 211.4491653, + "Calcium_Level": 8.324940785, + "Phosphorus_Level": 4.766251058, + "Glucose_Level": 114.275767, + "Potassium_Level": 3.963256334, + "Sodium_Level": 135.3719926, + "Smoking_Pack_Years": 18.53179359 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.66731164, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", 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"Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.34167703, + "White_Blood_Cell_Count": 5.028865817, + "Platelet_Count": 244.4130644, + "Albumin_Level": 4.8288661, + "Alkaline_Phosphatase_Level": 38.78303873, + "Alanine_Aminotransferase_Level": 6.193021649, + "Aspartate_Aminotransferase_Level": 28.68926699, + "Creatinine_Level": 1.259489524, + "LDH_Level": 172.2750095, + "Calcium_Level": 8.126994289, + "Phosphorus_Level": 4.479138082, + "Glucose_Level": 119.1967002, + "Potassium_Level": 4.173496074, + "Sodium_Level": 144.7459594, + "Smoking_Pack_Years": 24.80225204 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.28514509, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.42881658, + "White_Blood_Cell_Count": 9.940425267, + "Platelet_Count": 337.6294401, + "Albumin_Level": 4.387722866, + "Alkaline_Phosphatase_Level": 31.44615977, + "Alanine_Aminotransferase_Level": 30.06338157, + "Aspartate_Aminotransferase_Level": 33.31868755, + "Creatinine_Level": 0.905378129, + "LDH_Level": 225.9304817, + "Calcium_Level": 9.640818799, + "Phosphorus_Level": 4.996454143, + "Glucose_Level": 148.990929, + "Potassium_Level": 4.217848223, + "Sodium_Level": 135.163893, + "Smoking_Pack_Years": 50.1370064 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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4.54960494, + "Glucose_Level": 132.8848332, + "Potassium_Level": 4.794789581, + "Sodium_Level": 143.053896, + "Smoking_Pack_Years": 10.47497382 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.89829203, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.29691884, + "White_Blood_Cell_Count": 4.458235669, + "Platelet_Count": 152.3913028, + "Albumin_Level": 4.95957863, + "Alkaline_Phosphatase_Level": 108.4244296, + "Alanine_Aminotransferase_Level": 37.02125403, + "Aspartate_Aminotransferase_Level": 14.70659695, + "Creatinine_Level": 1.437383031, + "LDH_Level": 195.2121486, + "Calcium_Level": 10.35759937, + "Phosphorus_Level": 4.990273938, + "Glucose_Level": 95.03463538, + "Potassium_Level": 4.410350734, + "Sodium_Level": 140.8229178, + "Smoking_Pack_Years": 77.44939412 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.24942843, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.45125862, + "White_Blood_Cell_Count": 4.647764212, + "Platelet_Count": 225.2381555, + "Albumin_Level": 4.8510739, + "Alkaline_Phosphatase_Level": 74.07504707, + "Alanine_Aminotransferase_Level": 35.87510026, + "Aspartate_Aminotransferase_Level": 35.41201858, + "Creatinine_Level": 0.762764257, + "LDH_Level": 191.1361309, + "Calcium_Level": 9.054774436, + "Phosphorus_Level": 4.877359601, + "Glucose_Level": 148.7674504, + "Potassium_Level": 4.729399207, + "Sodium_Level": 136.5214986, + "Smoking_Pack_Years": 21.64459627 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.98248152, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.85897662, + "White_Blood_Cell_Count": 9.543573782, + "Platelet_Count": 387.8674051, + "Albumin_Level": 4.644912432, + "Alkaline_Phosphatase_Level": 45.85434426, + "Alanine_Aminotransferase_Level": 27.559412, + "Aspartate_Aminotransferase_Level": 47.62138702, + "Creatinine_Level": 1.123108372, + "LDH_Level": 193.0613141, + "Calcium_Level": 9.753316889, + "Phosphorus_Level": 4.043495359, + "Glucose_Level": 101.1569216, + "Potassium_Level": 4.352074218, + "Sodium_Level": 139.3796469, + "Smoking_Pack_Years": 18.0721344 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.38081357, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.25218068, + "White_Blood_Cell_Count": 5.206553053, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.56571546, + "White_Blood_Cell_Count": 7.148235104, + "Platelet_Count": 379.8516587, + "Albumin_Level": 3.284662408, + "Alkaline_Phosphatase_Level": 64.03812838, + "Alanine_Aminotransferase_Level": 9.799552206, + "Aspartate_Aminotransferase_Level": 30.9763612, + "Creatinine_Level": 1.384169991, + "LDH_Level": 139.3423528, + "Calcium_Level": 9.788007932, + "Phosphorus_Level": 3.648032807, + "Glucose_Level": 70.26139147, + "Potassium_Level": 4.035496512, + "Sodium_Level": 143.4683194, + "Smoking_Pack_Years": 42.95488918 + }, + { + "Age": 55, + "Gender": 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"LDH_Level": 215.4215448, + "Calcium_Level": 10.31377907, + "Phosphorus_Level": 2.513473259, + "Glucose_Level": 109.7061922, + "Potassium_Level": 3.787843017, + "Sodium_Level": 143.0426787, + "Smoking_Pack_Years": 41.73110537 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.91681189, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.77362129, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.14665369, + "White_Blood_Cell_Count": 8.64824234, + "Platelet_Count": 299.3896568, + "Albumin_Level": 3.125517989, + "Alkaline_Phosphatase_Level": 83.47092771, + "Alanine_Aminotransferase_Level": 15.47923974, + "Aspartate_Aminotransferase_Level": 33.13336965, + "Creatinine_Level": 1.167251507, + "LDH_Level": 122.0686435, + "Calcium_Level": 8.2411513, + "Phosphorus_Level": 2.919088717, + "Glucose_Level": 112.5266979, + "Potassium_Level": 4.706586352, + "Sodium_Level": 138.8463539, + "Smoking_Pack_Years": 40.62375989 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.17474522, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.20301301, + "White_Blood_Cell_Count": 4.457229786, + "Platelet_Count": 292.2419673, + "Albumin_Level": 3.086323424, + "Alkaline_Phosphatase_Level": 110.4752919, + "Alanine_Aminotransferase_Level": 29.13088291, + "Aspartate_Aminotransferase_Level": 12.80683513, + "Creatinine_Level": 1.130742981, + "LDH_Level": 245.8071774, + "Calcium_Level": 8.028477234, + "Phosphorus_Level": 4.042317998, + "Glucose_Level": 95.03832588, + "Potassium_Level": 4.796489126, + "Sodium_Level": 137.9853687, + "Smoking_Pack_Years": 66.27963141 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.93463734, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.77236873, + "White_Blood_Cell_Count": 9.434874428, + "Platelet_Count": 252.1381742, + "Albumin_Level": 4.901564286, + "Alkaline_Phosphatase_Level": 62.39396686, + "Alanine_Aminotransferase_Level": 35.79323456, + "Aspartate_Aminotransferase_Level": 30.74567543, + "Creatinine_Level": 1.066303801, + "LDH_Level": 205.0227247, + "Calcium_Level": 8.279527424, + "Phosphorus_Level": 3.074608709, + "Glucose_Level": 82.31378192, + "Potassium_Level": 4.527519604, + "Sodium_Level": 142.1596431, + "Smoking_Pack_Years": 3.61585782 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.04107831, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.45743341, + "White_Blood_Cell_Count": 7.667430364, + "Platelet_Count": 230.584265, + "Albumin_Level": 4.918888215, + "Alkaline_Phosphatase_Level": 63.20239784, + "Alanine_Aminotransferase_Level": 35.74670301, + "Aspartate_Aminotransferase_Level": 48.9934238, + "Creatinine_Level": 0.613987272, + "LDH_Level": 196.2928844, + "Calcium_Level": 8.2003733, + "Phosphorus_Level": 3.959978166, + "Glucose_Level": 131.801271, + "Potassium_Level": 3.931606355, + "Sodium_Level": 139.4824214, + "Smoking_Pack_Years": 53.63183564 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.78276959, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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"Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.7668751, + "White_Blood_Cell_Count": 7.995150392, + "Platelet_Count": 440.8645261, + "Albumin_Level": 3.459198231, + "Alkaline_Phosphatase_Level": 86.84407341, + "Alanine_Aminotransferase_Level": 18.26169532, + "Aspartate_Aminotransferase_Level": 16.79733493, + "Creatinine_Level": 1.442598104, + "LDH_Level": 197.7179269, + "Calcium_Level": 8.294736007, + "Phosphorus_Level": 3.141219052, + "Glucose_Level": 121.143063, + "Potassium_Level": 3.581595975, + "Sodium_Level": 141.3818597, + "Smoking_Pack_Years": 77.26951346 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.78460198, + "White_Blood_Cell_Count": 7.312824686, + "Platelet_Count": 163.0010656, + "Albumin_Level": 4.209619313, + "Alkaline_Phosphatase_Level": 68.02509258, + "Alanine_Aminotransferase_Level": 33.54491229, + "Aspartate_Aminotransferase_Level": 41.20858815, + "Creatinine_Level": 1.389427358, + "LDH_Level": 115.2003236, + "Calcium_Level": 8.261777133, + "Phosphorus_Level": 4.806074146, + "Glucose_Level": 138.1204064, + "Potassium_Level": 4.759798077, + "Sodium_Level": 137.5538898, + "Smoking_Pack_Years": 50.82349901 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.15987406, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.9443765, + "White_Blood_Cell_Count": 8.007727351, + "Platelet_Count": 312.8700789, + "Albumin_Level": 4.337221272, + "Alkaline_Phosphatase_Level": 101.8573218, + "Alanine_Aminotransferase_Level": 10.12657473, + "Aspartate_Aminotransferase_Level": 19.78284232, + "Creatinine_Level": 1.280055427, + "LDH_Level": 202.6581906, + "Calcium_Level": 9.982188056, + "Phosphorus_Level": 3.903130646, + "Glucose_Level": 132.4433401, + "Potassium_Level": 3.981285418, + "Sodium_Level": 138.829699, + "Smoking_Pack_Years": 15.0261232 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.0162988, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.63429394, + "White_Blood_Cell_Count": 6.220501728, + "Platelet_Count": 158.0715474, + "Albumin_Level": 4.223312275, + "Alkaline_Phosphatase_Level": 84.25908082, + "Alanine_Aminotransferase_Level": 31.42994882, + "Aspartate_Aminotransferase_Level": 27.61511842, + "Creatinine_Level": 0.750858401, + "LDH_Level": 110.2356412, + "Calcium_Level": 8.093234006, + "Phosphorus_Level": 3.446582014, + "Glucose_Level": 73.17585632, + "Potassium_Level": 3.513796657, + "Sodium_Level": 135.9774005, + "Smoking_Pack_Years": 7.98644473 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.39267895, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.40591264, + "White_Blood_Cell_Count": 8.72478612, + "Platelet_Count": 390.1742124, + "Albumin_Level": 4.592911291, + "Alkaline_Phosphatase_Level": 57.40597975, + "Alanine_Aminotransferase_Level": 10.83111024, + "Aspartate_Aminotransferase_Level": 33.29125448, + "Creatinine_Level": 0.551442876, + "LDH_Level": 212.5626633, + "Calcium_Level": 8.885847949, + "Phosphorus_Level": 3.686084316, + "Glucose_Level": 131.9236145, + "Potassium_Level": 4.376680373, + "Sodium_Level": 141.9567177, + "Smoking_Pack_Years": 7.903443099 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.4034269, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.31305432, + "White_Blood_Cell_Count": 8.389789856, + "Platelet_Count": 273.1080213, + "Albumin_Level": 4.313914753, + "Alkaline_Phosphatase_Level": 105.5861633, + "Alanine_Aminotransferase_Level": 10.77905658, + "Aspartate_Aminotransferase_Level": 14.67031065, + "Creatinine_Level": 0.911168666, + "LDH_Level": 171.9169972, + "Calcium_Level": 8.267565945, + "Phosphorus_Level": 2.826016109, + "Glucose_Level": 78.24866003, + "Potassium_Level": 4.52873476, + "Sodium_Level": 142.4184615, + "Smoking_Pack_Years": 27.05235352 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.12394371, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.75988512, + "White_Blood_Cell_Count": 9.831008827, + "Platelet_Count": 197.407853, + "Albumin_Level": 3.837263376, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.25291022, + "White_Blood_Cell_Count": 4.661037209, + "Platelet_Count": 345.9905582, + "Albumin_Level": 4.467298376, + "Alkaline_Phosphatase_Level": 88.24124698, + "Alanine_Aminotransferase_Level": 17.95593215, + "Aspartate_Aminotransferase_Level": 36.60270096, + "Creatinine_Level": 0.948402217, + "LDH_Level": 178.100689, + "Calcium_Level": 10.41443191, + "Phosphorus_Level": 4.27535161, + "Glucose_Level": 109.3842816, + "Potassium_Level": 3.523974541, + "Sodium_Level": 140.4497971, + "Smoking_Pack_Years": 45.80814136 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.20001949, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.30203582, + "White_Blood_Cell_Count": 6.63397937, + "Platelet_Count": 389.9178681, + "Albumin_Level": 4.800963439, + "Alkaline_Phosphatase_Level": 74.35092789, + "Alanine_Aminotransferase_Level": 14.79597451, + "Aspartate_Aminotransferase_Level": 17.91675189, + "Creatinine_Level": 1.321538407, + "LDH_Level": 103.4164725, + "Calcium_Level": 9.294469894, + "Phosphorus_Level": 4.91364467, 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94.96425767, + "Alanine_Aminotransferase_Level": 29.35279009, + "Aspartate_Aminotransferase_Level": 27.21142839, + "Creatinine_Level": 1.097350187, + "LDH_Level": 115.6213453, + "Calcium_Level": 9.221151926, + "Phosphorus_Level": 3.563000062, + "Glucose_Level": 125.9633705, + "Potassium_Level": 4.715270692, + "Sodium_Level": 135.4383067, + "Smoking_Pack_Years": 3.25789429 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.37317643, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.31629948, + "White_Blood_Cell_Count": 5.236744285, + "Platelet_Count": 374.6168026, + "Albumin_Level": 4.619608099, + "Alkaline_Phosphatase_Level": 68.62779264, + "Alanine_Aminotransferase_Level": 18.31368503, + "Aspartate_Aminotransferase_Level": 47.78112437, + "Creatinine_Level": 1.164668683, + "LDH_Level": 150.0763963, + "Calcium_Level": 9.472670966, + "Phosphorus_Level": 2.779004577, + "Glucose_Level": 149.2496334, + "Potassium_Level": 4.802009974, + "Sodium_Level": 144.2182239, + "Smoking_Pack_Years": 84.14128768 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.78095745, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.75774347, + "White_Blood_Cell_Count": 5.191771946, + "Platelet_Count": 351.1076432, + "Albumin_Level": 4.350192379, + "Alkaline_Phosphatase_Level": 77.91509731, + "Alanine_Aminotransferase_Level": 15.75692232, + "Aspartate_Aminotransferase_Level": 23.14573444, + "Creatinine_Level": 0.923252787, + "LDH_Level": 138.2270547, + "Calcium_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.33095075, + "White_Blood_Cell_Count": 3.998773065, + "Platelet_Count": 421.6173305, + "Albumin_Level": 3.234208815, + "Alkaline_Phosphatase_Level": 92.90315612, + "Alanine_Aminotransferase_Level": 27.65943028, + "Aspartate_Aminotransferase_Level": 15.26066699, + "Creatinine_Level": 1.310734716, + "LDH_Level": 127.3676292, + "Calcium_Level": 9.015969762, + "Phosphorus_Level": 2.839298686, + "Glucose_Level": 138.1999939, + "Potassium_Level": 4.686113706, + "Sodium_Level": 143.5415102, + "Smoking_Pack_Years": 0.606414733 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": 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236.3370694, + "Calcium_Level": 8.664777929, + "Phosphorus_Level": 2.782247114, + "Glucose_Level": 72.94843347, + "Potassium_Level": 4.442430421, + "Sodium_Level": 141.7132927, + "Smoking_Pack_Years": 60.04902836 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.4879106, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.5397338, + "White_Blood_Cell_Count": 9.812766046, + 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"Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.68633579, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.33918688, + "White_Blood_Cell_Count": 6.265341186, + "Platelet_Count": 432.5177851, + "Albumin_Level": 3.266846344, + "Alkaline_Phosphatase_Level": 113.4352285, + "Alanine_Aminotransferase_Level": 17.36663206, + "Aspartate_Aminotransferase_Level": 30.25447907, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.93983566, + "White_Blood_Cell_Count": 4.246382481, + "Platelet_Count": 303.0093212, + "Albumin_Level": 4.26815696, + "Alkaline_Phosphatase_Level": 68.87420871, + "Alanine_Aminotransferase_Level": 12.17044884, + "Aspartate_Aminotransferase_Level": 45.00555056, + "Creatinine_Level": 1.367356355, + "LDH_Level": 207.3096208, + "Calcium_Level": 8.24745211, + "Phosphorus_Level": 4.009430476, + "Glucose_Level": 115.5777931, + "Potassium_Level": 3.938264754, + "Sodium_Level": 139.8133513, + "Smoking_Pack_Years": 13.67192475 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.99372201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 113, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.43868418, + "White_Blood_Cell_Count": 8.165287403, + "Platelet_Count": 426.4194105, + "Albumin_Level": 3.191943938, + "Alkaline_Phosphatase_Level": 55.47219615, + "Alanine_Aminotransferase_Level": 6.296200706, + "Aspartate_Aminotransferase_Level": 22.18568375, + "Creatinine_Level": 1.078662529, + "LDH_Level": 122.5270737, + "Calcium_Level": 9.791438578, + "Phosphorus_Level": 4.034295288, + "Glucose_Level": 148.8976991, + "Potassium_Level": 3.597642949, + "Sodium_Level": 138.6892147, + "Smoking_Pack_Years": 2.933229109 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.12809813, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.59313913, + "White_Blood_Cell_Count": 4.484587007, + "Platelet_Count": 380.4890544, + "Albumin_Level": 3.795994857, + "Alkaline_Phosphatase_Level": 114.1054691, + "Alanine_Aminotransferase_Level": 17.74200102, + "Aspartate_Aminotransferase_Level": 15.27953985, + "Creatinine_Level": 1.355647348, + "LDH_Level": 162.6962528, + "Calcium_Level": 9.383507734, + "Phosphorus_Level": 4.858678988, + "Glucose_Level": 71.2541847, + "Potassium_Level": 4.954000653, + "Sodium_Level": 135.2621753, + "Smoking_Pack_Years": 29.71667246 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.36871967, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.34715824, + "White_Blood_Cell_Count": 6.534494702, + "Platelet_Count": 256.4972702, + "Albumin_Level": 3.634849772, + "Alkaline_Phosphatase_Level": 94.7440437, + "Alanine_Aminotransferase_Level": 23.49103893, + "Aspartate_Aminotransferase_Level": 32.04299595, + "Creatinine_Level": 0.526532008, + "LDH_Level": 150.6273865, + "Calcium_Level": 9.233802898, + "Phosphorus_Level": 2.54801978, + "Glucose_Level": 116.4403319, + "Potassium_Level": 4.34033679, + "Sodium_Level": 136.2907314, + "Smoking_Pack_Years": 79.53991693 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.46754652, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.83507752, + "White_Blood_Cell_Count": 9.249058593, + "Platelet_Count": 199.7388472, + "Albumin_Level": 3.506047537, + "Alkaline_Phosphatase_Level": 58.00947534, + "Alanine_Aminotransferase_Level": 34.88056691, + "Aspartate_Aminotransferase_Level": 35.05330473, + "Creatinine_Level": 1.362261829, + "LDH_Level": 170.5772919, + "Calcium_Level": 8.549896709, + "Phosphorus_Level": 3.127381002, + "Glucose_Level": 94.96080621, + "Potassium_Level": 4.041231229, + "Sodium_Level": 141.270075, + "Smoking_Pack_Years": 11.40269802 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.41094871, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.69075517, + "White_Blood_Cell_Count": 3.543781881, + "Platelet_Count": 309.7427009, + "Albumin_Level": 3.803974397, + "Alkaline_Phosphatase_Level": 102.999799, + "Alanine_Aminotransferase_Level": 29.39757813, + "Aspartate_Aminotransferase_Level": 23.24148152, + "Creatinine_Level": 1.167397395, + "LDH_Level": 135.3554543, + "Calcium_Level": 9.596661602, + "Phosphorus_Level": 3.781009254, + "Glucose_Level": 136.2801363, + "Potassium_Level": 3.524242095, + "Sodium_Level": 137.1736615, + "Smoking_Pack_Years": 16.04457871 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.42091807, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.96258077, + "White_Blood_Cell_Count": 6.105798267, + "Platelet_Count": 305.1027909, + "Albumin_Level": 3.023734003, + "Alkaline_Phosphatase_Level": 62.32921379, + "Alanine_Aminotransferase_Level": 30.26744773, + "Aspartate_Aminotransferase_Level": 11.56379673, + "Creatinine_Level": 0.747983428, + "LDH_Level": 242.0489277, + "Calcium_Level": 8.29396039, + "Phosphorus_Level": 3.539084964, + "Glucose_Level": 72.27073658, + "Potassium_Level": 4.877683148, + "Sodium_Level": 136.4873807, + "Smoking_Pack_Years": 78.40117613 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.86509347, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.05219614, + "White_Blood_Cell_Count": 7.767990613, + "Platelet_Count": 312.2531859, + "Albumin_Level": 3.209992894, + "Alkaline_Phosphatase_Level": 32.91946608, + "Alanine_Aminotransferase_Level": 34.2683201, + "Aspartate_Aminotransferase_Level": 41.85393512, + "Creatinine_Level": 0.528811859, + "LDH_Level": 191.0107865, + "Calcium_Level": 9.072735939, + "Phosphorus_Level": 3.391167955, + "Glucose_Level": 92.33704713, + "Potassium_Level": 4.536983221, + "Sodium_Level": 136.0320697, + "Smoking_Pack_Years": 60.57312444 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.98175927, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.56874374, + "White_Blood_Cell_Count": 5.043278316, + "Platelet_Count": 253.9581692, + "Albumin_Level": 3.71808264, + "Alkaline_Phosphatase_Level": 72.14108358, + "Alanine_Aminotransferase_Level": 34.66672003, + "Aspartate_Aminotransferase_Level": 22.68509159, + "Creatinine_Level": 1.405783275, + "LDH_Level": 179.546964, + "Calcium_Level": 8.133403746, + "Phosphorus_Level": 3.996993166, + "Glucose_Level": 130.2442834, + "Potassium_Level": 3.570515316, + "Sodium_Level": 140.1127501, + "Smoking_Pack_Years": 97.37884758 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.50486961, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.59718219, + "White_Blood_Cell_Count": 5.550724655, + "Platelet_Count": 310.5895275, + "Albumin_Level": 4.179865668, + "Alkaline_Phosphatase_Level": 85.51506575, + "Alanine_Aminotransferase_Level": 22.15034423, + "Aspartate_Aminotransferase_Level": 15.7338128, + "Creatinine_Level": 1.02265899, + "LDH_Level": 123.4873933, + "Calcium_Level": 9.511086061, + "Phosphorus_Level": 4.125556573, + "Glucose_Level": 92.26808933, + "Potassium_Level": 4.912563722, + "Sodium_Level": 142.4568479, + "Smoking_Pack_Years": 89.16273409 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.43650171, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.17852057, + "White_Blood_Cell_Count": 3.980355001, + "Platelet_Count": 201.9645114, + "Albumin_Level": 4.321292865, + "Alkaline_Phosphatase_Level": 80.39253154, + "Alanine_Aminotransferase_Level": 38.53465421, + "Aspartate_Aminotransferase_Level": 30.01714163, + "Creatinine_Level": 1.007627442, + "LDH_Level": 161.081798, + "Calcium_Level": 10.29210807, + "Phosphorus_Level": 3.648036327, + "Glucose_Level": 119.0242993, + "Potassium_Level": 3.571384235, + "Sodium_Level": 138.2561043, + "Smoking_Pack_Years": 17.43155657 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.736824891, + "Phosphorus_Level": 4.052068629, + "Glucose_Level": 133.7040478, + "Potassium_Level": 4.97246506, + "Sodium_Level": 144.7335243, + "Smoking_Pack_Years": 8.202040549 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.20180935, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.74730078, + "White_Blood_Cell_Count": 9.359057814, + "Platelet_Count": 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"Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.73111882, + "White_Blood_Cell_Count": 6.860085165, + "Platelet_Count": 248.1908956, + "Albumin_Level": 4.751842178, + "Alkaline_Phosphatase_Level": 107.0105029, + "Alanine_Aminotransferase_Level": 9.297105661, + "Aspartate_Aminotransferase_Level": 36.33052479, + "Creatinine_Level": 1.288950079, + "LDH_Level": 202.1197266, + "Calcium_Level": 9.209109488, + "Phosphorus_Level": 2.525934072, + "Glucose_Level": 148.2588232, + "Potassium_Level": 3.6285945, + "Sodium_Level": 139.0199591, + "Smoking_Pack_Years": 85.03369942 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.53786067, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.17970541, + "White_Blood_Cell_Count": 4.930545198, + "Platelet_Count": 195.9826318, + "Albumin_Level": 4.917428167, + "Alkaline_Phosphatase_Level": 103.051731, + "Alanine_Aminotransferase_Level": 30.00163306, + "Aspartate_Aminotransferase_Level": 27.46597193, + "Creatinine_Level": 0.932280577, + "LDH_Level": 135.6262718, + "Calcium_Level": 8.778338808, + "Phosphorus_Level": 4.41492346, + "Glucose_Level": 70.45700824, + "Potassium_Level": 3.96089973, + "Sodium_Level": 141.19288, + "Smoking_Pack_Years": 60.19066209 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.68448608, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.60846279, + "White_Blood_Cell_Count": 5.466922514, + "Platelet_Count": 170.4347781, + "Albumin_Level": 4.11637382, + "Alkaline_Phosphatase_Level": 80.7191005, + "Alanine_Aminotransferase_Level": 38.02409119, + "Aspartate_Aminotransferase_Level": 48.6137314, + "Creatinine_Level": 1.131293876, + "LDH_Level": 156.5321062, 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"Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.81220179, + "White_Blood_Cell_Count": 3.729512145, + "Platelet_Count": 248.3979885, + "Albumin_Level": 3.609326384, + "Alkaline_Phosphatase_Level": 112.2877425, + "Alanine_Aminotransferase_Level": 39.48556734, + "Aspartate_Aminotransferase_Level": 29.84680063, + "Creatinine_Level": 1.079674566, + "LDH_Level": 210.9657168, + "Calcium_Level": 9.415523186, + "Phosphorus_Level": 3.349093774, + "Glucose_Level": 92.99159995, + "Potassium_Level": 3.905986071, + "Sodium_Level": 137.4834215, + "Smoking_Pack_Years": 31.55857713 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.19750881, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.96511235, + "White_Blood_Cell_Count": 6.017691335, + "Platelet_Count": 232.6078975, + "Albumin_Level": 4.55300453, + "Alkaline_Phosphatase_Level": 84.25762649, + "Alanine_Aminotransferase_Level": 24.85041499, + "Aspartate_Aminotransferase_Level": 25.82289794, + "Creatinine_Level": 0.620133801, + "LDH_Level": 114.8393895, + "Calcium_Level": 8.076197898, + "Phosphorus_Level": 4.850778885, + "Glucose_Level": 92.71250454, + "Potassium_Level": 3.750914196, + "Sodium_Level": 135.2827172, + "Smoking_Pack_Years": 16.26904485 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.09091284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.11331641, + "White_Blood_Cell_Count": 6.102496661, + "Platelet_Count": 247.9129351, + "Albumin_Level": 4.103525646, + "Alkaline_Phosphatase_Level": 116.9084959, + "Alanine_Aminotransferase_Level": 34.15347443, + "Aspartate_Aminotransferase_Level": 12.17297437, + "Creatinine_Level": 0.777347031, + "LDH_Level": 171.5420678, + "Calcium_Level": 9.680044506, + "Phosphorus_Level": 2.66006799, + "Glucose_Level": 83.47124799, + "Potassium_Level": 4.538345057, + "Sodium_Level": 144.4094267, + "Smoking_Pack_Years": 47.73752653 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.50352095, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.67193894, + "White_Blood_Cell_Count": 9.623131964, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.2959439, + "White_Blood_Cell_Count": 5.702108463, + "Platelet_Count": 395.8256787, + "Albumin_Level": 3.407451667, + "Alkaline_Phosphatase_Level": 48.78539535, + "Alanine_Aminotransferase_Level": 21.52458768, + "Aspartate_Aminotransferase_Level": 16.64941226, + "Creatinine_Level": 0.909416522, + "LDH_Level": 140.7442401, + "Calcium_Level": 9.957739357, + "Phosphorus_Level": 2.532897115, + "Glucose_Level": 131.4659356, + "Potassium_Level": 3.558586425, + "Sodium_Level": 141.6184246, + "Smoking_Pack_Years": 36.42752929 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.48804872, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.85357808, + "White_Blood_Cell_Count": 5.741699107, + "Platelet_Count": 392.8308456, + "Albumin_Level": 4.16683081, + "Alkaline_Phosphatase_Level": 30.78898765, + "Alanine_Aminotransferase_Level": 21.67648212, + "Aspartate_Aminotransferase_Level": 35.59894712, + "Creatinine_Level": 0.754869519, + "LDH_Level": 128.4964727, + "Calcium_Level": 9.677256736, + "Phosphorus_Level": 4.557907538, + "Glucose_Level": 98.25283719, + "Potassium_Level": 4.394270706, + "Sodium_Level": 141.7445234, + "Smoking_Pack_Years": 69.49782287 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.8033197, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.1195748, + "White_Blood_Cell_Count": 4.90378636, + "Platelet_Count": 163.5477198, + "Albumin_Level": 4.401102462, + "Alkaline_Phosphatase_Level": 114.9607915, + "Alanine_Aminotransferase_Level": 9.222401605, + "Aspartate_Aminotransferase_Level": 12.57845905, + "Creatinine_Level": 1.354734192, + "LDH_Level": 167.3795052, + "Calcium_Level": 10.24229139, + "Phosphorus_Level": 4.180845744, + "Glucose_Level": 105.8308947, + "Potassium_Level": 4.455341128, + "Sodium_Level": 144.8412634, + "Smoking_Pack_Years": 57.08023132 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.76047172, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.13589073, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.75399433, + "White_Blood_Cell_Count": 5.010159742, + "Platelet_Count": 216.9363949, + "Albumin_Level": 4.597755679, + "Alkaline_Phosphatase_Level": 30.69254698, + "Alanine_Aminotransferase_Level": 20.06399413, + "Aspartate_Aminotransferase_Level": 12.75179313, + "Creatinine_Level": 0.661659102, + "LDH_Level": 108.3904544, + "Calcium_Level": 9.419211538, + "Phosphorus_Level": 3.628691466, + "Glucose_Level": 145.2745171, + "Potassium_Level": 4.315130975, + "Sodium_Level": 136.5770274, + "Smoking_Pack_Years": 65.01173523 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.97958464, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.19973092, + "White_Blood_Cell_Count": 9.893907837, + "Platelet_Count": 402.766309, + "Albumin_Level": 3.051501814, + "Alkaline_Phosphatase_Level": 109.0447464, + "Alanine_Aminotransferase_Level": 17.14795422, + "Aspartate_Aminotransferase_Level": 49.24149904, + "Creatinine_Level": 1.439924438, + "LDH_Level": 146.2426711, + "Calcium_Level": 10.19952958, + "Phosphorus_Level": 3.417753729, + "Glucose_Level": 74.23351529, + "Potassium_Level": 3.686426417, + "Sodium_Level": 140.50789, + "Smoking_Pack_Years": 91.40030874 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.39466021, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.76596635, + "White_Blood_Cell_Count": 9.937566723, + "Platelet_Count": 236.439751, + "Albumin_Level": 4.888266006, + "Alkaline_Phosphatase_Level": 72.94506022, + "Alanine_Aminotransferase_Level": 7.050768004, + "Aspartate_Aminotransferase_Level": 12.47780598, + "Creatinine_Level": 0.944388167, + "LDH_Level": 165.9825591, + "Calcium_Level": 8.767384181, + "Phosphorus_Level": 3.748790949, + "Glucose_Level": 96.91883859, + "Potassium_Level": 4.462587675, + "Sodium_Level": 140.4363777, + "Smoking_Pack_Years": 40.64514135 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.36126545, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.11291195, + "White_Blood_Cell_Count": 7.987143119, + "Platelet_Count": 430.6225496, + "Albumin_Level": 3.891630849, + "Alkaline_Phosphatase_Level": 98.01187759, + "Alanine_Aminotransferase_Level": 12.23055485, + "Aspartate_Aminotransferase_Level": 44.29237588, + "Creatinine_Level": 0.963881479, + "LDH_Level": 100.4581065, + "Calcium_Level": 10.30835394, + "Phosphorus_Level": 2.501637565, + "Glucose_Level": 100.3086394, + "Potassium_Level": 3.654812994, + "Sodium_Level": 137.1672824, + "Smoking_Pack_Years": 94.45116691 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.82548991, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.24484467, + "White_Blood_Cell_Count": 5.358117736, + "Platelet_Count": 170.2970177, + "Albumin_Level": 4.093846651, + "Alkaline_Phosphatase_Level": 119.4800196, + "Alanine_Aminotransferase_Level": 30.90663607, + "Aspartate_Aminotransferase_Level": 39.62698483, + "Creatinine_Level": 1.075837066, + "LDH_Level": 137.2859904, + "Calcium_Level": 8.336308038, + "Phosphorus_Level": 3.276419102, + "Glucose_Level": 112.6273433, + "Potassium_Level": 4.578942032, + "Sodium_Level": 136.7115461, + "Smoking_Pack_Years": 85.11192705 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.44436637, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.95365257, + "White_Blood_Cell_Count": 5.595027752, + "Platelet_Count": 328.270225, + "Albumin_Level": 3.628256366, + "Alkaline_Phosphatase_Level": 71.55926821, + "Alanine_Aminotransferase_Level": 19.6116132, + "Aspartate_Aminotransferase_Level": 25.68180313, + "Creatinine_Level": 1.090926916, + "LDH_Level": 179.7979413, + "Calcium_Level": 10.26479065, + "Phosphorus_Level": 3.23336083, + "Glucose_Level": 116.4006458, + 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"Alanine_Aminotransferase_Level": 22.87993694, + "Aspartate_Aminotransferase_Level": 27.91326833, + "Creatinine_Level": 0.996891631, + "LDH_Level": 176.7257497, + "Calcium_Level": 8.825927538, + "Phosphorus_Level": 3.331870414, + "Glucose_Level": 109.3772219, + "Potassium_Level": 4.203800515, + "Sodium_Level": 138.8365398, + "Smoking_Pack_Years": 48.16903486 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.1422159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.5216337, + "White_Blood_Cell_Count": 7.519865814, + "Platelet_Count": 308.9887976, + "Albumin_Level": 4.248376787, + "Alkaline_Phosphatase_Level": 105.082805, + "Alanine_Aminotransferase_Level": 36.67770902, + "Aspartate_Aminotransferase_Level": 28.59069418, + "Creatinine_Level": 0.900107507, + "LDH_Level": 117.0379273, + "Calcium_Level": 9.345619864, + "Phosphorus_Level": 4.231458006, + "Glucose_Level": 85.5524254, + "Potassium_Level": 3.69941056, + "Sodium_Level": 140.4921179, + "Smoking_Pack_Years": 3.804933509 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.69193927, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.59045073, + "White_Blood_Cell_Count": 5.130343937, + "Platelet_Count": 164.226856, + "Albumin_Level": 4.333938628, + "Alkaline_Phosphatase_Level": 88.26425643, + "Alanine_Aminotransferase_Level": 30.70749991, + "Aspartate_Aminotransferase_Level": 17.91254065, + "Creatinine_Level": 1.208996889, + "LDH_Level": 220.4148364, + "Calcium_Level": 8.871778227, + "Phosphorus_Level": 4.371420085, + "Glucose_Level": 90.19970734, + "Potassium_Level": 4.723067689, + "Sodium_Level": 141.7903516, + "Smoking_Pack_Years": 29.65169973 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.13412434, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.33720388, + "White_Blood_Cell_Count": 4.059458129, + "Platelet_Count": 193.9679328, + "Albumin_Level": 3.891234362, + "Alkaline_Phosphatase_Level": 92.48996472, + "Alanine_Aminotransferase_Level": 7.139753854, + "Aspartate_Aminotransferase_Level": 13.31249507, + "Creatinine_Level": 1.218528642, + "LDH_Level": 155.4838879, + "Calcium_Level": 8.837415579, + "Phosphorus_Level": 3.366876854, + "Glucose_Level": 76.01333031, + "Potassium_Level": 3.997852493, + "Sodium_Level": 137.8024152, + "Smoking_Pack_Years": 39.91451767 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.17342732, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.29813109, + "White_Blood_Cell_Count": 6.318538193, + "Platelet_Count": 205.9939853, + "Albumin_Level": 4.748085836, + "Alkaline_Phosphatase_Level": 33.70323175, + "Alanine_Aminotransferase_Level": 9.059104487, + "Aspartate_Aminotransferase_Level": 15.72957515, + "Creatinine_Level": 0.631641621, + "LDH_Level": 221.6247096, + "Calcium_Level": 9.766072706, + "Phosphorus_Level": 4.754606623, + "Glucose_Level": 147.3168038, + "Potassium_Level": 4.692122951, + "Sodium_Level": 142.5711382, + "Smoking_Pack_Years": 0.642310623 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.42512478, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.77192454, + "White_Blood_Cell_Count": 5.463284675, + "Platelet_Count": 178.5165019, + "Albumin_Level": 4.157848241, + "Alkaline_Phosphatase_Level": 97.892883, + "Alanine_Aminotransferase_Level": 27.30487822, + "Aspartate_Aminotransferase_Level": 25.60496008, + "Creatinine_Level": 1.19154482, + "LDH_Level": 101.2888959, + "Calcium_Level": 8.010622658, + "Phosphorus_Level": 4.362137006, + "Glucose_Level": 133.7922865, + "Potassium_Level": 3.999415849, + "Sodium_Level": 144.1440302, + "Smoking_Pack_Years": 24.27228127 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.90058873, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.7204707, + "White_Blood_Cell_Count": 8.943394097, + "Platelet_Count": 188.1448342, + "Albumin_Level": 4.76872698, + "Alkaline_Phosphatase_Level": 85.61120846, + "Alanine_Aminotransferase_Level": 17.10253988, + "Aspartate_Aminotransferase_Level": 14.83796952, + "Creatinine_Level": 0.617367282, + "LDH_Level": 182.3509964, + "Calcium_Level": 8.614932584, + "Phosphorus_Level": 4.412090572, + "Glucose_Level": 104.776043, + "Potassium_Level": 3.728731856, + "Sodium_Level": 138.6431367, + "Smoking_Pack_Years": 65.51371126 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.45524888, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.46448118, + "White_Blood_Cell_Count": 9.007965605, + "Platelet_Count": 436.9775771, + "Albumin_Level": 4.211867992, + "Alkaline_Phosphatase_Level": 45.61963028, + "Alanine_Aminotransferase_Level": 38.01717921, + "Aspartate_Aminotransferase_Level": 28.97777409, + "Creatinine_Level": 1.071677954, + "LDH_Level": 236.9396917, + "Calcium_Level": 8.68492582, + "Phosphorus_Level": 3.439438162, + "Glucose_Level": 113.2844317, + "Potassium_Level": 3.666792147, + "Sodium_Level": 136.9396284, + "Smoking_Pack_Years": 11.01747918 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.40856691, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.78249385, + "White_Blood_Cell_Count": 7.301151192, + "Platelet_Count": 444.2820203, + "Albumin_Level": 3.125811431, + "Alkaline_Phosphatase_Level": 84.06462823, + "Alanine_Aminotransferase_Level": 22.76054304, + "Aspartate_Aminotransferase_Level": 23.72073772, + "Creatinine_Level": 1.131765597, + "LDH_Level": 122.2743178, + "Calcium_Level": 9.052114438, + "Phosphorus_Level": 2.920468004, + "Glucose_Level": 129.9739374, + "Potassium_Level": 4.97640887, + "Sodium_Level": 142.1856358, + "Smoking_Pack_Years": 69.83166143 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.42762482, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.09646959, + "White_Blood_Cell_Count": 8.895049874, + "Platelet_Count": 378.6864928, + "Albumin_Level": 4.227055877, + "Alkaline_Phosphatase_Level": 59.59391401, + "Alanine_Aminotransferase_Level": 13.13457679, + "Aspartate_Aminotransferase_Level": 49.41433114, + "Creatinine_Level": 1.141627328, + "LDH_Level": 140.9319176, + "Calcium_Level": 9.527129812, + "Phosphorus_Level": 2.543425403, + "Glucose_Level": 73.41954126, + "Potassium_Level": 3.696376996, + "Sodium_Level": 141.2428382, + "Smoking_Pack_Years": 89.41498149 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": 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9.154724437, + "Phosphorus_Level": 4.001268311, + "Glucose_Level": 104.0396379, + "Potassium_Level": 4.167328794, + "Sodium_Level": 141.0889147, + "Smoking_Pack_Years": 38.24276051 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.32366836, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.59702032, + "White_Blood_Cell_Count": 9.051471907, + "Platelet_Count": 205.2424048, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.23508094, + "White_Blood_Cell_Count": 7.546683271, + "Platelet_Count": 344.4434128, + "Albumin_Level": 3.520554812, + "Alkaline_Phosphatase_Level": 80.06122705, + "Alanine_Aminotransferase_Level": 12.42365621, + "Aspartate_Aminotransferase_Level": 37.62411774, + "Creatinine_Level": 1.358301441, + "LDH_Level": 207.4301032, + "Calcium_Level": 8.710327453, + "Phosphorus_Level": 4.160034225, + "Glucose_Level": 80.06023294, + "Potassium_Level": 4.071647443, + "Sodium_Level": 141.5091559, + "Smoking_Pack_Years": 43.09935739 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.28142482, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.35179753, + "White_Blood_Cell_Count": 7.689165342, + "Platelet_Count": 434.4916805, + "Albumin_Level": 3.94213988, + "Alkaline_Phosphatase_Level": 65.60827729, + "Alanine_Aminotransferase_Level": 12.02569683, + "Aspartate_Aminotransferase_Level": 49.99257717, + "Creatinine_Level": 1.127020852, + "LDH_Level": 179.3363005, + "Calcium_Level": 9.672255749, + "Phosphorus_Level": 3.065213329, + "Glucose_Level": 86.2826926, + "Potassium_Level": 4.796472707, + "Sodium_Level": 137.1315526, + "Smoking_Pack_Years": 39.40887008 + }, + { + "Age": 55, + "Gender": 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"LDH_Level": 234.6490794, + "Calcium_Level": 9.893485713, + "Phosphorus_Level": 4.046696199, + "Glucose_Level": 112.1790693, + "Potassium_Level": 4.545745649, + "Sodium_Level": 136.4834522, + "Smoking_Pack_Years": 0.448134285 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.16241263, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.12639048, + "White_Blood_Cell_Count": 7.590706212, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.64361392, + "White_Blood_Cell_Count": 8.072409281, + "Platelet_Count": 330.4907431, + "Albumin_Level": 3.413572987, + "Alkaline_Phosphatase_Level": 35.92941453, + "Alanine_Aminotransferase_Level": 28.54342676, + "Aspartate_Aminotransferase_Level": 26.72736152, + "Creatinine_Level": 1.188460016, + "LDH_Level": 192.6838297, + "Calcium_Level": 8.671731819, + "Phosphorus_Level": 4.845828307, + "Glucose_Level": 104.0797931, + "Potassium_Level": 4.75389658, + "Sodium_Level": 141.7367331, + "Smoking_Pack_Years": 89.74321125 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.71054211, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "African 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97.2435301 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.2251497, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.31292963, + "White_Blood_Cell_Count": 6.005356625, + "Platelet_Count": 353.1161307, + "Albumin_Level": 4.121036695, + "Alkaline_Phosphatase_Level": 55.58084654, + "Alanine_Aminotransferase_Level": 38.4591361, + "Aspartate_Aminotransferase_Level": 29.2280078, + "Creatinine_Level": 0.977370719, + "LDH_Level": 223.7505415, + "Calcium_Level": 8.841784483, + "Phosphorus_Level": 4.426725622, + "Glucose_Level": 138.4318294, + "Potassium_Level": 4.506413135, + "Sodium_Level": 135.6202529, + "Smoking_Pack_Years": 32.22898689 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.18182668, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.83446577, + 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"African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.256502, + "White_Blood_Cell_Count": 5.443653548, + "Platelet_Count": 158.1965362, + "Albumin_Level": 3.844213553, + "Alkaline_Phosphatase_Level": 63.38193532, + "Alanine_Aminotransferase_Level": 21.25649339, + "Aspartate_Aminotransferase_Level": 23.17214187, + "Creatinine_Level": 0.990889676, + "LDH_Level": 150.3469286, + "Calcium_Level": 8.851439226, + "Phosphorus_Level": 2.921027536, + "Glucose_Level": 87.2934147, + "Potassium_Level": 3.737015541, + "Sodium_Level": 137.5723836, + "Smoking_Pack_Years": 89.51479223 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.06284554, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.66743245, + "White_Blood_Cell_Count": 4.192252486, + "Platelet_Count": 428.5008061, + "Albumin_Level": 4.174916576, + "Alkaline_Phosphatase_Level": 115.6480767, + "Alanine_Aminotransferase_Level": 36.00042369, + "Aspartate_Aminotransferase_Level": 30.04436457, + "Creatinine_Level": 0.894483288, + "LDH_Level": 239.0000989, + "Calcium_Level": 9.340692217, + "Phosphorus_Level": 3.471673487, + "Glucose_Level": 87.3296914, + "Potassium_Level": 3.856860121, + "Sodium_Level": 140.5707, + "Smoking_Pack_Years": 40.79435418 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.78657273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.19553624, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.77124947, + "White_Blood_Cell_Count": 4.63954774, + "Platelet_Count": 197.6604521, + "Albumin_Level": 4.421131466, + "Alkaline_Phosphatase_Level": 60.90749804, + "Alanine_Aminotransferase_Level": 23.88871473, + "Aspartate_Aminotransferase_Level": 25.99657826, + "Creatinine_Level": 1.37171695, + "LDH_Level": 147.9252432, + "Calcium_Level": 8.855864676, + "Phosphorus_Level": 3.711991579, + "Glucose_Level": 74.9707404, + "Potassium_Level": 3.925382309, + "Sodium_Level": 141.1880569, + "Smoking_Pack_Years": 89.86810122 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.2648733, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.84600567, + "White_Blood_Cell_Count": 9.812052856, + "Platelet_Count": 251.2494182, + "Albumin_Level": 3.693961327, + "Alkaline_Phosphatase_Level": 46.48591717, + "Alanine_Aminotransferase_Level": 9.693930865, + "Aspartate_Aminotransferase_Level": 25.78144171, + "Creatinine_Level": 1.125638033, + "LDH_Level": 146.4596993, + "Calcium_Level": 8.401826927, + "Phosphorus_Level": 3.9656094, + "Glucose_Level": 100.3044673, + "Potassium_Level": 4.245328879, + "Sodium_Level": 139.8506191, + "Smoking_Pack_Years": 57.32331967 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.50205449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.75130008, + "White_Blood_Cell_Count": 9.984993593, + "Platelet_Count": 174.1153088, + "Albumin_Level": 3.925620568, + "Alkaline_Phosphatase_Level": 36.9347405, + "Alanine_Aminotransferase_Level": 21.07315784, + "Aspartate_Aminotransferase_Level": 33.45831937, + "Creatinine_Level": 1.377894086, + "LDH_Level": 193.2111719, + "Calcium_Level": 8.431921861, + "Phosphorus_Level": 2.877016125, + "Glucose_Level": 107.8247576, + "Potassium_Level": 4.422071538, + "Sodium_Level": 142.6943228, + "Smoking_Pack_Years": 88.86131718 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.14055584, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.97550705, + "White_Blood_Cell_Count": 8.744220919, + "Platelet_Count": 282.4703341, + "Albumin_Level": 4.817145837, + "Alkaline_Phosphatase_Level": 91.55134284, + "Alanine_Aminotransferase_Level": 18.69514736, + "Aspartate_Aminotransferase_Level": 44.38698268, + "Creatinine_Level": 0.943702187, + "LDH_Level": 145.3937075, + "Calcium_Level": 10.11868832, + "Phosphorus_Level": 3.402032686, + "Glucose_Level": 78.02641384, + "Potassium_Level": 3.709743069, + "Sodium_Level": 139.9508857, + "Smoking_Pack_Years": 20.2107732 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.6311599, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.98968793, + "White_Blood_Cell_Count": 6.060200175, + "Platelet_Count": 327.0444196, + "Albumin_Level": 3.396617204, + "Alkaline_Phosphatase_Level": 76.87312299, + "Alanine_Aminotransferase_Level": 24.47650638, + "Aspartate_Aminotransferase_Level": 16.45868101, + "Creatinine_Level": 0.5905296, + "LDH_Level": 177.7968366, + "Calcium_Level": 9.817449294, + "Phosphorus_Level": 3.904530249, + "Glucose_Level": 142.3815715, + "Potassium_Level": 4.903130757, + "Sodium_Level": 137.1282829, + "Smoking_Pack_Years": 79.02098439 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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Smoked", + "Tumor_Size_mm": 78.84775682, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.533086, + "White_Blood_Cell_Count": 4.260166842, + "Platelet_Count": 412.3656553, + "Albumin_Level": 3.091001826, + "Alkaline_Phosphatase_Level": 98.52420598, + "Alanine_Aminotransferase_Level": 10.62657498, + "Aspartate_Aminotransferase_Level": 29.68101271, + "Creatinine_Level": 1.272152494, + "LDH_Level": 202.1750715, + "Calcium_Level": 9.806376886, + "Phosphorus_Level": 2.889016819, + "Glucose_Level": 140.8645593, + "Potassium_Level": 3.61457394, + "Sodium_Level": 144.7270522, + "Smoking_Pack_Years": 47.67397502 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.67390801, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.18646256, + "White_Blood_Cell_Count": 8.318512903, + "Platelet_Count": 409.0852358, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.99539706, + "White_Blood_Cell_Count": 4.175552341, + "Platelet_Count": 161.0911468, + "Albumin_Level": 4.444526112, + "Alkaline_Phosphatase_Level": 75.93569398, + "Alanine_Aminotransferase_Level": 36.69578652, + "Aspartate_Aminotransferase_Level": 37.84399226, + "Creatinine_Level": 1.47660751, + "LDH_Level": 173.7210217, + "Calcium_Level": 8.483182656, + "Phosphorus_Level": 2.96442537, + "Glucose_Level": 80.87293951, + "Potassium_Level": 4.194348021, + "Sodium_Level": 135.7580556, + "Smoking_Pack_Years": 52.90617448 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": 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10.0456943, + "Phosphorus_Level": 4.057901515, + "Glucose_Level": 75.23515733, + "Potassium_Level": 4.686655593, + "Sodium_Level": 137.9361895, + "Smoking_Pack_Years": 9.117208577 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.25421133, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.38345451, + "White_Blood_Cell_Count": 9.698813696, + "Platelet_Count": 264.5176555, + 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103.1779789, + "Calcium_Level": 9.494821498, + "Phosphorus_Level": 4.446884539, + "Glucose_Level": 71.43144975, + "Potassium_Level": 4.535079869, + "Sodium_Level": 140.4689204, + "Smoking_Pack_Years": 83.7723945 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.53287362, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.81542855, + "White_Blood_Cell_Count": 9.735119726, + "Platelet_Count": 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207.9645061, + "Calcium_Level": 8.864723763, + "Phosphorus_Level": 2.86762934, + "Glucose_Level": 118.169358, + "Potassium_Level": 4.541894081, + "Sodium_Level": 144.3441607, + "Smoking_Pack_Years": 81.20234827 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.18099752, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.99964021, + "White_Blood_Cell_Count": 5.869012065, + 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.74536962, + "White_Blood_Cell_Count": 7.045516129, + "Platelet_Count": 410.040379, + "Albumin_Level": 3.019441732, + "Alkaline_Phosphatase_Level": 92.9438343, + "Alanine_Aminotransferase_Level": 18.14290576, + "Aspartate_Aminotransferase_Level": 36.02272506, + "Creatinine_Level": 1.192792405, + "LDH_Level": 147.6145634, + "Calcium_Level": 10.15423799, + "Phosphorus_Level": 3.312773464, + "Glucose_Level": 100.554758, + "Potassium_Level": 4.105464424, + "Sodium_Level": 135.410797, + "Smoking_Pack_Years": 7.781957936 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.09175338, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.69229785, + "White_Blood_Cell_Count": 8.410591834, + "Platelet_Count": 225.5693578, + "Albumin_Level": 3.103107531, + "Alkaline_Phosphatase_Level": 86.25259051, + "Alanine_Aminotransferase_Level": 34.86829279, + "Aspartate_Aminotransferase_Level": 18.72443133, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.51457926, + "White_Blood_Cell_Count": 3.664460666, + "Platelet_Count": 409.0343416, + "Albumin_Level": 4.576189755, + "Alkaline_Phosphatase_Level": 102.3028637, + "Alanine_Aminotransferase_Level": 38.05908995, + "Aspartate_Aminotransferase_Level": 30.27140796, + "Creatinine_Level": 0.865138624, + "LDH_Level": 143.9238467, + "Calcium_Level": 9.83962073, + "Phosphorus_Level": 3.836141721, + "Glucose_Level": 126.785291, + "Potassium_Level": 3.707599193, + "Sodium_Level": 143.0121772, + "Smoking_Pack_Years": 23.09031757 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.93286354, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.66959844, + "White_Blood_Cell_Count": 6.693743371, + "Platelet_Count": 351.6471794, + "Albumin_Level": 4.734260597, + "Alkaline_Phosphatase_Level": 71.40025569, + "Alanine_Aminotransferase_Level": 6.512078473, + "Aspartate_Aminotransferase_Level": 11.93288576, + "Creatinine_Level": 0.528010098, + "LDH_Level": 211.5351111, + "Calcium_Level": 10.36820917, + "Phosphorus_Level": 4.69055034, + "Glucose_Level": 104.1429715, + "Potassium_Level": 3.528071402, + "Sodium_Level": 139.1465134, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.46224784, + "White_Blood_Cell_Count": 8.694213852, + "Platelet_Count": 412.219988, + "Albumin_Level": 3.120867095, + "Alkaline_Phosphatase_Level": 66.02604207, + "Alanine_Aminotransferase_Level": 20.86100459, + "Aspartate_Aminotransferase_Level": 22.67147668, + "Creatinine_Level": 0.682964406, + "LDH_Level": 227.5542687, + "Calcium_Level": 8.718027677, + "Phosphorus_Level": 3.123691808, + "Glucose_Level": 146.4139078, + "Potassium_Level": 3.741117098, + "Sodium_Level": 142.7984765, + "Smoking_Pack_Years": 81.46308193 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.83037478, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.09287319, + "White_Blood_Cell_Count": 8.193196949, + "Platelet_Count": 229.1121423, + "Albumin_Level": 3.244241241, + "Alkaline_Phosphatase_Level": 48.83895328, + "Alanine_Aminotransferase_Level": 19.19580172, + "Aspartate_Aminotransferase_Level": 35.62215874, + "Creatinine_Level": 1.334724098, + "LDH_Level": 101.4396457, + "Calcium_Level": 9.735973909, + "Phosphorus_Level": 4.683191816, + "Glucose_Level": 104.8105158, + "Potassium_Level": 3.696613979, + "Sodium_Level": 136.2494886, + "Smoking_Pack_Years": 78.09464966 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.48224781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.65823909, + "White_Blood_Cell_Count": 8.633730587, + "Platelet_Count": 396.2226013, + "Albumin_Level": 4.340502991, + "Alkaline_Phosphatase_Level": 55.22252915, + "Alanine_Aminotransferase_Level": 15.26042317, + "Aspartate_Aminotransferase_Level": 23.9979725, + "Creatinine_Level": 0.728506995, + "LDH_Level": 177.3298487, + "Calcium_Level": 8.629776652, + "Phosphorus_Level": 3.541959201, + "Glucose_Level": 148.7293901, + "Potassium_Level": 3.804824147, + "Sodium_Level": 141.3350622, + "Smoking_Pack_Years": 20.37404063 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.39371375, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.69816121, + "White_Blood_Cell_Count": 8.088511079, + "Platelet_Count": 390.0593011, + "Albumin_Level": 3.637804527, + "Alkaline_Phosphatase_Level": 85.72649909, + "Alanine_Aminotransferase_Level": 8.242142895, + "Aspartate_Aminotransferase_Level": 34.38064376, + "Creatinine_Level": 1.439005646, + "LDH_Level": 154.3574876, + "Calcium_Level": 8.826358272, + "Phosphorus_Level": 4.796805252, + "Glucose_Level": 93.9127123, + "Potassium_Level": 4.209461452, + "Sodium_Level": 142.3007616, + "Smoking_Pack_Years": 92.98328529 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.1674939, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.90786068, + "White_Blood_Cell_Count": 9.318974155, + "Platelet_Count": 236.1889227, + "Albumin_Level": 4.882460047, + "Alkaline_Phosphatase_Level": 61.10496309, + "Alanine_Aminotransferase_Level": 12.71898652, + "Aspartate_Aminotransferase_Level": 35.96891993, + "Creatinine_Level": 0.747934577, + "LDH_Level": 158.1898582, + "Calcium_Level": 10.21468225, + "Phosphorus_Level": 2.646776364, + "Glucose_Level": 92.61347464, + "Potassium_Level": 3.548316262, + "Sodium_Level": 142.1775534, + "Smoking_Pack_Years": 2.776184977 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.85842083, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Alanine_Aminotransferase_Level": 39.30616347, + "Aspartate_Aminotransferase_Level": 35.82147152, + "Creatinine_Level": 0.902860435, + "LDH_Level": 102.7082778, + "Calcium_Level": 8.869113323, + "Phosphorus_Level": 4.595961167, + "Glucose_Level": 72.27554664, + "Potassium_Level": 3.957871858, + "Sodium_Level": 141.2529545, + "Smoking_Pack_Years": 65.90588082 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.72806202, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.07114924, + "White_Blood_Cell_Count": 5.411651169, + "Platelet_Count": 415.1281741, + "Albumin_Level": 4.59412888, + "Alkaline_Phosphatase_Level": 105.5919275, + "Alanine_Aminotransferase_Level": 38.2629432, + "Aspartate_Aminotransferase_Level": 36.62700148, + "Creatinine_Level": 0.549742181, + "LDH_Level": 185.7976837, + "Calcium_Level": 9.967293942, + "Phosphorus_Level": 4.256128081, + "Glucose_Level": 89.02328661, + "Potassium_Level": 3.986593043, + "Sodium_Level": 144.41013, + "Smoking_Pack_Years": 69.48680006 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.67958535, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 29.28566706, + "Aspartate_Aminotransferase_Level": 24.6351602, + "Creatinine_Level": 0.625186083, + "LDH_Level": 245.1809843, + "Calcium_Level": 9.227673791, + "Phosphorus_Level": 3.140207784, + "Glucose_Level": 87.49223292, + "Potassium_Level": 4.965345019, + "Sodium_Level": 143.0146352, + "Smoking_Pack_Years": 55.12625284 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.88679094, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + 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"Glucose_Level": 126.0553573, + "Potassium_Level": 4.701650151, + "Sodium_Level": 136.9235568, + "Smoking_Pack_Years": 63.7179359 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.42852365, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.3039624, + "White_Blood_Cell_Count": 3.79297233, + "Platelet_Count": 268.9773217, + "Albumin_Level": 3.527956709, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.76686128, + "White_Blood_Cell_Count": 5.137248603, + "Platelet_Count": 251.7957225, + "Albumin_Level": 4.210931885, + "Alkaline_Phosphatase_Level": 79.38024235, + "Alanine_Aminotransferase_Level": 12.40781145, + "Aspartate_Aminotransferase_Level": 11.09801307, + "Creatinine_Level": 1.130867859, + "LDH_Level": 142.4037004, + "Calcium_Level": 9.180718472, + "Phosphorus_Level": 2.983984596, + "Glucose_Level": 81.41604241, + "Potassium_Level": 4.459263945, + "Sodium_Level": 137.907054, + "Smoking_Pack_Years": 31.43626188 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.3652295, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.2415842, + "White_Blood_Cell_Count": 8.720846585, + "Platelet_Count": 315.0716924, + "Albumin_Level": 4.9539612, + "Alkaline_Phosphatase_Level": 116.9901891, + "Alanine_Aminotransferase_Level": 23.5322974, + "Aspartate_Aminotransferase_Level": 15.02231558, + "Creatinine_Level": 0.942742787, + "LDH_Level": 235.5636204, + "Calcium_Level": 10.28891016, + "Phosphorus_Level": 2.507352185, + "Glucose_Level": 115.0055159, + "Potassium_Level": 4.121114173, + "Sodium_Level": 137.7791342, + "Smoking_Pack_Years": 40.52045386 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.69244673, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.18178122, + "White_Blood_Cell_Count": 3.786031831, + "Platelet_Count": 169.3623896, + 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"Tumor_Size_mm": 95.77741243, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.8868949, + "White_Blood_Cell_Count": 4.474555568, + "Platelet_Count": 439.9962755, + "Albumin_Level": 3.724272265, + "Alkaline_Phosphatase_Level": 108.5106891, + "Alanine_Aminotransferase_Level": 32.12331149, + "Aspartate_Aminotransferase_Level": 49.11737474, + "Creatinine_Level": 1.297919049, + "LDH_Level": 238.1544768, + "Calcium_Level": 8.371043978, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.34957259, + "White_Blood_Cell_Count": 9.081747428, + "Platelet_Count": 263.2731007, + "Albumin_Level": 4.060598284, + "Alkaline_Phosphatase_Level": 102.4207925, + "Alanine_Aminotransferase_Level": 29.69374735, + "Aspartate_Aminotransferase_Level": 49.15755263, + "Creatinine_Level": 1.22238801, + "LDH_Level": 129.6174693, + "Calcium_Level": 9.001578256, + "Phosphorus_Level": 3.826195316, + "Glucose_Level": 147.1448064, + "Potassium_Level": 3.711932595, + "Sodium_Level": 139.0654157, + "Smoking_Pack_Years": 23.32605864 + }, + { + "Age": 38, + "Gender": "Female", 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.16472502, + "White_Blood_Cell_Count": 3.88013748, + "Platelet_Count": 376.0204185, + "Albumin_Level": 4.664512264, + "Alkaline_Phosphatase_Level": 67.17623451, + "Alanine_Aminotransferase_Level": 5.358558236, + "Aspartate_Aminotransferase_Level": 14.69531918, + "Creatinine_Level": 1.033606401, + "LDH_Level": 234.3942703, + "Calcium_Level": 9.502844172, + "Phosphorus_Level": 2.527690322, + "Glucose_Level": 117.9396909, + "Potassium_Level": 4.829646583, + "Sodium_Level": 140.1882667, + "Smoking_Pack_Years": 94.43334147 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.47764328, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.70509507, + "White_Blood_Cell_Count": 6.935098517, + "Platelet_Count": 423.7046753, + "Albumin_Level": 3.323667933, + "Alkaline_Phosphatase_Level": 117.869409, + "Alanine_Aminotransferase_Level": 18.31537258, + "Aspartate_Aminotransferase_Level": 38.83876461, + "Creatinine_Level": 0.903146504, + "LDH_Level": 232.2989686, + "Calcium_Level": 8.832412775, + "Phosphorus_Level": 4.523505063, + "Glucose_Level": 113.4272326, + "Potassium_Level": 4.695582712, + "Sodium_Level": 144.8859028, + "Smoking_Pack_Years": 92.73041246 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.06767296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.37486669, + "White_Blood_Cell_Count": 6.902892021, + "Platelet_Count": 158.9103746, + "Albumin_Level": 4.867756923, + "Alkaline_Phosphatase_Level": 56.09020025, + "Alanine_Aminotransferase_Level": 24.58139548, + "Aspartate_Aminotransferase_Level": 42.55216918, + "Creatinine_Level": 0.783743257, + "LDH_Level": 233.0312343, + "Calcium_Level": 10.32557825, + "Phosphorus_Level": 4.941658775, + "Glucose_Level": 98.67784859, + "Potassium_Level": 4.910611409, + "Sodium_Level": 138.3724203, + "Smoking_Pack_Years": 5.297153666 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.91652445, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.81286038, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.25334641, + "White_Blood_Cell_Count": 9.411246103, + "Platelet_Count": 211.2364411, + "Albumin_Level": 3.152201254, + "Alkaline_Phosphatase_Level": 81.35131998, + "Alanine_Aminotransferase_Level": 8.291761753, + "Aspartate_Aminotransferase_Level": 13.88724536, + "Creatinine_Level": 0.645772437, + "LDH_Level": 194.9377935, + "Calcium_Level": 9.163373067, + "Phosphorus_Level": 3.348950647, + "Glucose_Level": 143.8047711, + "Potassium_Level": 3.829802779, + "Sodium_Level": 136.4256862, + "Smoking_Pack_Years": 92.2250715 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.02311163, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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138.0628466, + "Smoking_Pack_Years": 28.19519773 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.71333426, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.01761463, + "White_Blood_Cell_Count": 4.470397566, + "Platelet_Count": 430.5630266, + "Albumin_Level": 3.532454107, + "Alkaline_Phosphatase_Level": 88.26713209, + "Alanine_Aminotransferase_Level": 10.13042027, + "Aspartate_Aminotransferase_Level": 17.64585324, + "Creatinine_Level": 1.302466932, + "LDH_Level": 239.3434309, + "Calcium_Level": 8.713256184, + "Phosphorus_Level": 3.063230449, + "Glucose_Level": 76.05622066, + "Potassium_Level": 4.411306628, + "Sodium_Level": 141.4445883, + "Smoking_Pack_Years": 84.56095934 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.3831303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 87, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.7928556, + "White_Blood_Cell_Count": 7.687849239, + "Platelet_Count": 398.4451889, + "Albumin_Level": 3.190584001, + "Alkaline_Phosphatase_Level": 109.1115222, + "Alanine_Aminotransferase_Level": 37.80785899, + "Aspartate_Aminotransferase_Level": 12.98473182, + "Creatinine_Level": 1.317208745, + "LDH_Level": 209.5320272, + "Calcium_Level": 10.05530443, + "Phosphorus_Level": 2.578809558, + "Glucose_Level": 86.09881935, + "Potassium_Level": 4.045101936, + "Sodium_Level": 138.1719032, + "Smoking_Pack_Years": 73.47735541 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.73956284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.57689616, + "White_Blood_Cell_Count": 6.911137851, + "Platelet_Count": 326.9735363, + "Albumin_Level": 3.47722231, + "Alkaline_Phosphatase_Level": 43.36839018, + "Alanine_Aminotransferase_Level": 9.24646355, + "Aspartate_Aminotransferase_Level": 49.50996519, + "Creatinine_Level": 0.738458121, + "LDH_Level": 167.2193947, + "Calcium_Level": 10.01127155, + "Phosphorus_Level": 3.045137011, + "Glucose_Level": 111.8617721, + "Potassium_Level": 3.672040915, + "Sodium_Level": 138.0844678, + "Smoking_Pack_Years": 4.500399018 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.46808096, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.76974162, + "White_Blood_Cell_Count": 6.503249607, + "Platelet_Count": 363.0185856, + "Albumin_Level": 4.99362182, + "Alkaline_Phosphatase_Level": 82.74349556, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.90790334, + "White_Blood_Cell_Count": 9.817677712, + "Platelet_Count": 378.8792499, + "Albumin_Level": 3.648482674, + "Alkaline_Phosphatase_Level": 56.95160748, + "Alanine_Aminotransferase_Level": 7.775059908, + "Aspartate_Aminotransferase_Level": 45.85925786, + "Creatinine_Level": 0.763242598, + "LDH_Level": 227.4907281, + "Calcium_Level": 8.170972557, + "Phosphorus_Level": 3.70012509, + "Glucose_Level": 134.6581135, + "Potassium_Level": 3.76135344, + "Sodium_Level": 140.093434, + "Smoking_Pack_Years": 71.32355812 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.39953231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.17619811, + "White_Blood_Cell_Count": 5.509005898, + "Platelet_Count": 202.1353803, + "Albumin_Level": 4.231751803, + "Alkaline_Phosphatase_Level": 43.61422102, + "Alanine_Aminotransferase_Level": 12.80028733, + "Aspartate_Aminotransferase_Level": 19.06125221, + "Creatinine_Level": 1.143350596, + "LDH_Level": 165.7951815, + "Calcium_Level": 9.022881986, + "Phosphorus_Level": 3.26906487, + "Glucose_Level": 88.14054107, + 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"Alanine_Aminotransferase_Level": 39.59995527, + "Aspartate_Aminotransferase_Level": 16.90029219, + "Creatinine_Level": 0.75513168, + "LDH_Level": 122.8746453, + "Calcium_Level": 8.940657283, + "Phosphorus_Level": 4.164376481, + "Glucose_Level": 73.28500552, + "Potassium_Level": 3.587997772, + "Sodium_Level": 143.9087176, + "Smoking_Pack_Years": 97.91741647 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.38850392, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.23616782, + "White_Blood_Cell_Count": 7.526836402, + "Platelet_Count": 303.9830471, + "Albumin_Level": 3.238681585, + "Alkaline_Phosphatase_Level": 33.97231057, + "Alanine_Aminotransferase_Level": 29.57201202, + "Aspartate_Aminotransferase_Level": 29.91851645, + "Creatinine_Level": 1.281695866, + "LDH_Level": 159.6209902, + "Calcium_Level": 9.841101798, + "Phosphorus_Level": 3.508864781, + "Glucose_Level": 120.4977121, + "Potassium_Level": 4.992035098, + "Sodium_Level": 136.4171129, + "Smoking_Pack_Years": 44.33462541 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.09391598, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.59554427, + "White_Blood_Cell_Count": 8.219150779, + "Platelet_Count": 444.1807082, + "Albumin_Level": 3.957478878, + "Alkaline_Phosphatase_Level": 114.1729265, + "Alanine_Aminotransferase_Level": 32.01288722, + "Aspartate_Aminotransferase_Level": 23.17128112, + "Creatinine_Level": 0.68453772, + "LDH_Level": 245.1838733, + "Calcium_Level": 9.377906828, + "Phosphorus_Level": 4.602319755, + "Glucose_Level": 145.7711042, + "Potassium_Level": 4.086875871, + "Sodium_Level": 141.1511611, + "Smoking_Pack_Years": 30.0313826 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.90928281, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.54103552, + "White_Blood_Cell_Count": 5.363148263, + "Platelet_Count": 330.1450077, + "Albumin_Level": 4.472658769, + "Alkaline_Phosphatase_Level": 39.86912667, + "Alanine_Aminotransferase_Level": 39.6987777, + "Aspartate_Aminotransferase_Level": 11.28113726, + "Creatinine_Level": 1.328065816, + "LDH_Level": 176.6175236, + "Calcium_Level": 10.34617655, + "Phosphorus_Level": 4.076003199, + "Glucose_Level": 72.45411385, + "Potassium_Level": 3.919095927, + "Sodium_Level": 144.7108175, + "Smoking_Pack_Years": 82.61296361 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.23535289, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.37521075, + "White_Blood_Cell_Count": 6.723089277, + "Platelet_Count": 202.1307361, + "Albumin_Level": 4.423744139, + "Alkaline_Phosphatase_Level": 87.73789509, + "Alanine_Aminotransferase_Level": 13.30511795, + "Aspartate_Aminotransferase_Level": 15.96957246, + "Creatinine_Level": 0.981719426, + "LDH_Level": 129.3964197, + "Calcium_Level": 9.813895265, + "Phosphorus_Level": 3.223647615, + "Glucose_Level": 128.0631632, + "Potassium_Level": 3.719548884, + "Sodium_Level": 140.7419421, + "Smoking_Pack_Years": 86.9586685 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.84859428, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.75884274, + "White_Blood_Cell_Count": 7.248957224, + "Platelet_Count": 255.784065, + "Albumin_Level": 4.276858693, + "Alkaline_Phosphatase_Level": 91.66523983, + "Alanine_Aminotransferase_Level": 31.52889309, + "Aspartate_Aminotransferase_Level": 20.93739902, + "Creatinine_Level": 1.499981857, + "LDH_Level": 191.5616577, + "Calcium_Level": 10.02389971, + "Phosphorus_Level": 3.340549684, + "Glucose_Level": 92.13655717, + "Potassium_Level": 4.399747826, + "Sodium_Level": 144.5137998, + "Smoking_Pack_Years": 72.87018941 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.26255122, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.15878017, + "White_Blood_Cell_Count": 9.714296957, + "Platelet_Count": 280.311576, + "Albumin_Level": 4.960619642, + "Alkaline_Phosphatase_Level": 83.84424208, + "Alanine_Aminotransferase_Level": 16.70423475, + "Aspartate_Aminotransferase_Level": 28.06877346, + "Creatinine_Level": 0.576798652, + "LDH_Level": 203.9954858, + "Calcium_Level": 10.40983957, + "Phosphorus_Level": 4.633113847, + "Glucose_Level": 95.25726497, + "Potassium_Level": 4.304019, + "Sodium_Level": 141.0528154, + "Smoking_Pack_Years": 28.79930479 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.91419122, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.25218621, + "White_Blood_Cell_Count": 8.293430199, + "Platelet_Count": 313.7135866, + "Albumin_Level": 3.912443182, + "Alkaline_Phosphatase_Level": 40.73941448, + "Alanine_Aminotransferase_Level": 10.29767729, + "Aspartate_Aminotransferase_Level": 25.72152379, + "Creatinine_Level": 0.969830307, + "LDH_Level": 235.5317046, + "Calcium_Level": 9.125899716, + "Phosphorus_Level": 4.050660681, + "Glucose_Level": 84.22300766, + "Potassium_Level": 3.516583309, + "Sodium_Level": 138.3069815, + "Smoking_Pack_Years": 71.45577472 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.18101394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.62336357, + "White_Blood_Cell_Count": 4.740424089, + "Platelet_Count": 175.5744837, + "Albumin_Level": 4.857447758, + "Alkaline_Phosphatase_Level": 119.7688498, + "Alanine_Aminotransferase_Level": 26.56402864, + "Aspartate_Aminotransferase_Level": 46.12534072, + "Creatinine_Level": 1.389719935, + "LDH_Level": 170.6627273, + "Calcium_Level": 9.259540006, + "Phosphorus_Level": 2.529811573, + "Glucose_Level": 106.2421031, + "Potassium_Level": 3.578050568, + "Sodium_Level": 142.7789423, + "Smoking_Pack_Years": 66.8617942 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.07387011, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.71127138, + "White_Blood_Cell_Count": 6.834292582, + "Platelet_Count": 312.4120748, + "Albumin_Level": 3.17625555, + "Alkaline_Phosphatase_Level": 76.49107863, + "Alanine_Aminotransferase_Level": 38.47486949, + "Aspartate_Aminotransferase_Level": 10.39764538, + "Creatinine_Level": 1.30669969, + "LDH_Level": 232.9942347, + "Calcium_Level": 10.32191726, + "Phosphorus_Level": 3.641878434, + "Glucose_Level": 142.2801698, + "Potassium_Level": 4.172360551, + "Sodium_Level": 142.5206921, + "Smoking_Pack_Years": 98.16112225 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.47105442, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.52700443, + "White_Blood_Cell_Count": 4.37783984, + "Platelet_Count": 367.4902297, + "Albumin_Level": 3.016858383, + "Alkaline_Phosphatase_Level": 52.26201516, + "Alanine_Aminotransferase_Level": 26.53554213, + "Aspartate_Aminotransferase_Level": 20.48863795, + "Creatinine_Level": 0.672833819, + "LDH_Level": 202.8027187, + "Calcium_Level": 9.434003733, + "Phosphorus_Level": 4.056613893, + "Glucose_Level": 138.6965896, + "Potassium_Level": 4.157891576, + "Sodium_Level": 139.5084373, + "Smoking_Pack_Years": 90.07302482 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.96652855, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.31775538, + "White_Blood_Cell_Count": 9.674768767, + "Platelet_Count": 164.8116819, + "Albumin_Level": 3.971100695, + "Alkaline_Phosphatase_Level": 115.8434142, + "Alanine_Aminotransferase_Level": 11.73994468, + "Aspartate_Aminotransferase_Level": 44.08807888, + "Creatinine_Level": 1.350353957, + "LDH_Level": 204.8014347, + "Calcium_Level": 9.291898324, + "Phosphorus_Level": 2.680093537, + "Glucose_Level": 108.0927654, + "Potassium_Level": 3.653052519, + "Sodium_Level": 140.6235225, + "Smoking_Pack_Years": 74.35124315 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.71380254, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.75008395, + "White_Blood_Cell_Count": 7.59019892, + "Platelet_Count": 243.7051788, + "Albumin_Level": 4.359918731, + "Alkaline_Phosphatase_Level": 110.9427611, + "Alanine_Aminotransferase_Level": 17.09948106, + "Aspartate_Aminotransferase_Level": 39.95923851, + "Creatinine_Level": 1.27722979, + "LDH_Level": 123.7828344, + "Calcium_Level": 10.05994344, + "Phosphorus_Level": 4.490069745, + "Glucose_Level": 135.8246904, + "Potassium_Level": 4.607417094, + "Sodium_Level": 144.1204927, + "Smoking_Pack_Years": 98.33743023 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.49701817, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.32062176, + "White_Blood_Cell_Count": 6.67992142, + "Platelet_Count": 211.8144638, + "Albumin_Level": 4.700582548, + "Alkaline_Phosphatase_Level": 70.84689014, + "Alanine_Aminotransferase_Level": 11.84472121, + "Aspartate_Aminotransferase_Level": 34.47552136, + "Creatinine_Level": 1.176743062, + "LDH_Level": 174.5068111, + "Calcium_Level": 9.344364382, + "Phosphorus_Level": 3.965940361, + "Glucose_Level": 87.49994273, + "Potassium_Level": 3.515110343, + "Sodium_Level": 144.1725659, + "Smoking_Pack_Years": 31.19435444 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.477553025, + "Phosphorus_Level": 4.475356651, + "Glucose_Level": 91.43037615, + "Potassium_Level": 4.726746211, + "Sodium_Level": 143.9119272, + "Smoking_Pack_Years": 40.31838344 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.75040455, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.52775537, + "White_Blood_Cell_Count": 7.395741272, + "Platelet_Count": 199.8620158, + "Albumin_Level": 4.570957288, + "Alkaline_Phosphatase_Level": 84.42988229, + "Alanine_Aminotransferase_Level": 27.50782529, + "Aspartate_Aminotransferase_Level": 27.56027328, + "Creatinine_Level": 1.035195378, + "LDH_Level": 101.1280157, + "Calcium_Level": 10.49871684, + "Phosphorus_Level": 4.188907661, + "Glucose_Level": 121.6194674, + "Potassium_Level": 4.344976256, + "Sodium_Level": 142.1967682, + "Smoking_Pack_Years": 35.27388605 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.13690294, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.82414381, + "White_Blood_Cell_Count": 7.171819878, + "Platelet_Count": 401.5838925, + "Albumin_Level": 3.195457563, + "Alkaline_Phosphatase_Level": 55.12943739, + "Alanine_Aminotransferase_Level": 19.77688227, + "Aspartate_Aminotransferase_Level": 37.37646709, + "Creatinine_Level": 0.987439729, + "LDH_Level": 172.0247286, + "Calcium_Level": 9.003621921, + "Phosphorus_Level": 4.275951634, + "Glucose_Level": 126.144878, + "Potassium_Level": 4.611572659, + "Sodium_Level": 139.928075, + "Smoking_Pack_Years": 35.64455151 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.91640547, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.69461424, + "White_Blood_Cell_Count": 8.562535284, + "Platelet_Count": 394.1426576, + "Albumin_Level": 3.352598045, + "Alkaline_Phosphatase_Level": 45.74687243, + "Alanine_Aminotransferase_Level": 39.75646826, + "Aspartate_Aminotransferase_Level": 48.81787222, + "Creatinine_Level": 0.876185412, + "LDH_Level": 199.0636308, + "Calcium_Level": 8.535535292, + "Phosphorus_Level": 3.46309428, + "Glucose_Level": 85.35450403, + "Potassium_Level": 4.395989338, + "Sodium_Level": 139.3331929, + "Smoking_Pack_Years": 87.03944124 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.56600449, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.22814917, + "White_Blood_Cell_Count": 6.754829681, + "Platelet_Count": 279.1161803, + "Albumin_Level": 3.960542942, + "Alkaline_Phosphatase_Level": 99.2514141, + "Alanine_Aminotransferase_Level": 39.66243148, + "Aspartate_Aminotransferase_Level": 38.09013988, + "Creatinine_Level": 1.416011725, + "LDH_Level": 170.0378026, + "Calcium_Level": 10.4314954, + "Phosphorus_Level": 3.913478064, + "Glucose_Level": 116.3860827, + "Potassium_Level": 4.353258497, + "Sodium_Level": 140.4574419, + "Smoking_Pack_Years": 58.20436147 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.20356105, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.59916801, + "White_Blood_Cell_Count": 6.641122187, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.11340729, + "White_Blood_Cell_Count": 9.685871911, + "Platelet_Count": 369.3420655, + "Albumin_Level": 3.521918807, + "Alkaline_Phosphatase_Level": 54.21538857, + "Alanine_Aminotransferase_Level": 30.87518048, + "Aspartate_Aminotransferase_Level": 38.38038797, + "Creatinine_Level": 0.756655046, + "LDH_Level": 124.8554015, + "Calcium_Level": 9.590187663, + "Phosphorus_Level": 4.64201948, + "Glucose_Level": 139.7482897, + "Potassium_Level": 3.60699551, + "Sodium_Level": 135.4147132, + "Smoking_Pack_Years": 82.86689642 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.67529143, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.56013254, + "White_Blood_Cell_Count": 7.044357292, + "Platelet_Count": 375.6723661, + "Albumin_Level": 3.468730623, + "Alkaline_Phosphatase_Level": 86.47860504, + "Alanine_Aminotransferase_Level": 27.12561839, + "Aspartate_Aminotransferase_Level": 21.52542274, + "Creatinine_Level": 0.749324729, + "LDH_Level": 162.1460131, + "Calcium_Level": 8.017974093, + "Phosphorus_Level": 4.791705539, + "Glucose_Level": 133.4697405, + "Potassium_Level": 3.814038941, + "Sodium_Level": 142.8948059, + "Smoking_Pack_Years": 67.33992723 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.52140295, + "White_Blood_Cell_Count": 5.602089412, + "Platelet_Count": 245.6960509, + "Albumin_Level": 3.181686312, + "Alkaline_Phosphatase_Level": 49.97865054, + "Alanine_Aminotransferase_Level": 38.91881156, + "Aspartate_Aminotransferase_Level": 24.22086498, + "Creatinine_Level": 1.058835358, + "LDH_Level": 216.4553445, + "Calcium_Level": 9.792859448, + "Phosphorus_Level": 4.838544001, + "Glucose_Level": 108.8821248, + "Potassium_Level": 4.375985356, + "Sodium_Level": 138.2950045, + "Smoking_Pack_Years": 29.44797745 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.66313167, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.23765191, + "White_Blood_Cell_Count": 4.08185468, + "Platelet_Count": 380.4712377, + "Albumin_Level": 4.419176719, + "Alkaline_Phosphatase_Level": 59.44672829, + "Alanine_Aminotransferase_Level": 33.52953965, + "Aspartate_Aminotransferase_Level": 11.78724291, + "Creatinine_Level": 0.716856841, + "LDH_Level": 223.2610835, + "Calcium_Level": 8.073956292, + "Phosphorus_Level": 4.097033833, + "Glucose_Level": 104.1344391, + "Potassium_Level": 4.36569052, + "Sodium_Level": 135.9255761, + "Smoking_Pack_Years": 28.72461494 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.5004823, + "White_Blood_Cell_Count": 6.111081047, + "Platelet_Count": 182.2952343, + "Albumin_Level": 4.07414845, + "Alkaline_Phosphatase_Level": 47.72059764, + "Alanine_Aminotransferase_Level": 20.77119903, + "Aspartate_Aminotransferase_Level": 47.82385891, + "Creatinine_Level": 0.545466333, + "LDH_Level": 232.6568123, + "Calcium_Level": 10.43385546, + "Phosphorus_Level": 4.463452151, + "Glucose_Level": 98.53545969, + "Potassium_Level": 3.789786707, + "Sodium_Level": 143.5525273, + "Smoking_Pack_Years": 80.46016675 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.52567997, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.97917766, + "White_Blood_Cell_Count": 6.052993119, + "Platelet_Count": 259.011174, + "Albumin_Level": 4.891974743, + "Alkaline_Phosphatase_Level": 34.02280443, + "Alanine_Aminotransferase_Level": 25.64014527, + "Aspartate_Aminotransferase_Level": 44.02919215, + "Creatinine_Level": 1.464073558, + "LDH_Level": 205.0619916, + "Calcium_Level": 8.751272562, + "Phosphorus_Level": 3.18082496, + "Glucose_Level": 107.218548, + "Potassium_Level": 4.643507691, + "Sodium_Level": 138.027911, + "Smoking_Pack_Years": 83.68237188 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.65150473, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.5197152, + "White_Blood_Cell_Count": 4.14617472, + "Platelet_Count": 192.3688271, + "Albumin_Level": 4.20630512, + "Alkaline_Phosphatase_Level": 43.45788913, + "Alanine_Aminotransferase_Level": 21.35066569, + "Aspartate_Aminotransferase_Level": 43.87539029, + "Creatinine_Level": 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.02161758, + "White_Blood_Cell_Count": 3.506015691, + "Platelet_Count": 211.9206294, + "Albumin_Level": 4.173250302, + "Alkaline_Phosphatase_Level": 58.19888489, + "Alanine_Aminotransferase_Level": 17.9524004, + "Aspartate_Aminotransferase_Level": 18.95254036, + "Creatinine_Level": 1.415452619, + "LDH_Level": 179.2556398, + "Calcium_Level": 8.494089314, + "Phosphorus_Level": 4.203746392, + "Glucose_Level": 106.5204931, + "Potassium_Level": 4.44350528, + "Sodium_Level": 138.6391826, + "Smoking_Pack_Years": 41.66239203 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.84441558, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.42515608, + "White_Blood_Cell_Count": 7.94221766, + "Platelet_Count": 420.293607, + "Albumin_Level": 4.62784843, + "Alkaline_Phosphatase_Level": 59.90055655, + "Alanine_Aminotransferase_Level": 22.33643058, + "Aspartate_Aminotransferase_Level": 18.25157057, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.75590132, + "White_Blood_Cell_Count": 5.250812084, + "Platelet_Count": 401.2375336, + "Albumin_Level": 4.544868566, + "Alkaline_Phosphatase_Level": 90.01605056, + "Alanine_Aminotransferase_Level": 18.24791071, + "Aspartate_Aminotransferase_Level": 19.4112927, + "Creatinine_Level": 1.045248634, + "LDH_Level": 240.844376, + "Calcium_Level": 9.995429136, + "Phosphorus_Level": 4.684676428, + "Glucose_Level": 123.6903954, + "Potassium_Level": 4.739602447, + "Sodium_Level": 135.7908669, + "Smoking_Pack_Years": 9.929873714 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.97060742, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 78.28632595 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.03773843, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.5389956, + "White_Blood_Cell_Count": 8.542741871, + "Platelet_Count": 400.1027296, + "Albumin_Level": 3.002705862, + "Alkaline_Phosphatase_Level": 34.30830405, + "Alanine_Aminotransferase_Level": 21.09144761, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.3602696, + "White_Blood_Cell_Count": 8.020808584, + "Platelet_Count": 373.232608, + "Albumin_Level": 4.974432187, + "Alkaline_Phosphatase_Level": 83.38910321, + "Alanine_Aminotransferase_Level": 17.23251523, + "Aspartate_Aminotransferase_Level": 49.448254, + "Creatinine_Level": 1.361214285, + "LDH_Level": 240.8159855, + "Calcium_Level": 9.652027098, + "Phosphorus_Level": 3.343802165, + "Glucose_Level": 100.3411844, + "Potassium_Level": 3.709454921, + "Sodium_Level": 142.2015001, + "Smoking_Pack_Years": 41.32247294 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.46285684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.78291166, + "White_Blood_Cell_Count": 9.767840393, + "Platelet_Count": 276.5129691, + "Albumin_Level": 3.791170017, + "Alkaline_Phosphatase_Level": 64.64147683, + "Alanine_Aminotransferase_Level": 14.02625303, + "Aspartate_Aminotransferase_Level": 34.38149491, + "Creatinine_Level": 1.215666951, + "LDH_Level": 188.9380786, + "Calcium_Level": 8.182447553, + "Phosphorus_Level": 2.646070876, + "Glucose_Level": 127.123413, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 21.32215492, + "Aspartate_Aminotransferase_Level": 37.2542072, + "Creatinine_Level": 0.815649091, + "LDH_Level": 247.9702406, + "Calcium_Level": 8.820954218, + "Phosphorus_Level": 3.623942262, + "Glucose_Level": 108.4013002, + "Potassium_Level": 3.566533228, + "Sodium_Level": 139.744013, + "Smoking_Pack_Years": 65.32696373 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.45073452, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, 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"No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.47238865, + "White_Blood_Cell_Count": 8.546659178, + "Platelet_Count": 233.9868156, + "Albumin_Level": 4.877151414, + "Alkaline_Phosphatase_Level": 109.1673554, + "Alanine_Aminotransferase_Level": 25.70893482, + "Aspartate_Aminotransferase_Level": 25.59913498, + "Creatinine_Level": 1.359655381, + "LDH_Level": 128.5149265, + "Calcium_Level": 8.351768289, + "Phosphorus_Level": 3.45866918, + "Glucose_Level": 126.3748928, + "Potassium_Level": 3.813051765, + "Sodium_Level": 140.4673125, + "Smoking_Pack_Years": 84.25420693 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.22795986, + 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"Alkaline_Phosphatase_Level": 64.18140339, + "Alanine_Aminotransferase_Level": 21.3782154, + "Aspartate_Aminotransferase_Level": 29.32311585, + "Creatinine_Level": 0.958050719, + "LDH_Level": 118.5461922, + "Calcium_Level": 8.227457871, + "Phosphorus_Level": 4.450494779, + "Glucose_Level": 129.3863832, + "Potassium_Level": 3.751362586, + "Sodium_Level": 142.2140492, + "Smoking_Pack_Years": 78.22196497 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.69508942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.0517693, + "White_Blood_Cell_Count": 7.864556563, + "Platelet_Count": 337.8348364, + "Albumin_Level": 4.121339839, + "Alkaline_Phosphatase_Level": 32.35648346, + "Alanine_Aminotransferase_Level": 21.64365986, + "Aspartate_Aminotransferase_Level": 37.21945604, + "Creatinine_Level": 0.851424463, + "LDH_Level": 191.6472282, + "Calcium_Level": 10.02834295, + "Phosphorus_Level": 3.998793591, + "Glucose_Level": 88.58010418, + "Potassium_Level": 4.124586969, + "Sodium_Level": 137.4058019, + "Smoking_Pack_Years": 74.31760996 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.10120628, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.96828577, + "White_Blood_Cell_Count": 7.396968579, + "Platelet_Count": 386.7333725, + "Albumin_Level": 3.582978072, + "Alkaline_Phosphatase_Level": 75.69918197, + "Alanine_Aminotransferase_Level": 20.96837259, + "Aspartate_Aminotransferase_Level": 49.68320258, + "Creatinine_Level": 0.758825298, + "LDH_Level": 128.2358537, + "Calcium_Level": 8.499502248, + "Phosphorus_Level": 4.837536066, + "Glucose_Level": 137.7483957, + "Potassium_Level": 3.92129552, + "Sodium_Level": 139.8245288, + "Smoking_Pack_Years": 78.30624739 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.30361964, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.46169733, + "White_Blood_Cell_Count": 7.995744706, + "Platelet_Count": 244.6718746, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.23532908, + "White_Blood_Cell_Count": 9.949610283, + "Platelet_Count": 250.7292228, + "Albumin_Level": 4.840994238, + "Alkaline_Phosphatase_Level": 108.7599858, + "Alanine_Aminotransferase_Level": 6.197496, + "Aspartate_Aminotransferase_Level": 49.96816522, + "Creatinine_Level": 1.195846974, + "LDH_Level": 160.8593523, + "Calcium_Level": 8.234592775, + "Phosphorus_Level": 4.951678933, + "Glucose_Level": 143.4039183, + "Potassium_Level": 3.715377615, + "Sodium_Level": 141.7799528, + "Smoking_Pack_Years": 40.12672215 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.29439302, + "White_Blood_Cell_Count": 6.819435897, + "Platelet_Count": 408.5624041, + "Albumin_Level": 4.724855549, + "Alkaline_Phosphatase_Level": 103.3099288, + "Alanine_Aminotransferase_Level": 8.441995624, + "Aspartate_Aminotransferase_Level": 20.07420154, + "Creatinine_Level": 1.141384418, + "LDH_Level": 137.3513765, + "Calcium_Level": 9.670997846, + "Phosphorus_Level": 3.180666223, + "Glucose_Level": 99.8211087, + "Potassium_Level": 4.284835164, + "Sodium_Level": 144.9347199, + "Smoking_Pack_Years": 95.82085554 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.31633836, + "White_Blood_Cell_Count": 5.567584737, + "Platelet_Count": 405.2673415, + "Albumin_Level": 4.548171118, + "Alkaline_Phosphatase_Level": 41.98419399, + "Alanine_Aminotransferase_Level": 16.7494645, + "Aspartate_Aminotransferase_Level": 30.15147122, + "Creatinine_Level": 1.23168254, + "LDH_Level": 137.1229431, + "Calcium_Level": 8.455865827, + "Phosphorus_Level": 3.302098758, + "Glucose_Level": 98.9205975, + "Potassium_Level": 4.817291545, + "Sodium_Level": 142.8843619, + "Smoking_Pack_Years": 7.988039007 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.54642832, + "White_Blood_Cell_Count": 6.515449823, + "Platelet_Count": 446.8087507, + "Albumin_Level": 4.752234904, + "Alkaline_Phosphatase_Level": 46.49474121, + "Alanine_Aminotransferase_Level": 39.02498449, + "Aspartate_Aminotransferase_Level": 46.59168073, + "Creatinine_Level": 1.155094218, + "LDH_Level": 117.1397357, + "Calcium_Level": 10.20517853, + "Phosphorus_Level": 3.091200092, + "Glucose_Level": 109.290386, + "Potassium_Level": 3.676849115, + "Sodium_Level": 138.2027222, + "Smoking_Pack_Years": 87.34720286 + }, + { + "Age": 44, + "Gender": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.43473073, + "White_Blood_Cell_Count": 8.250418655, + "Platelet_Count": 215.7409466, + "Albumin_Level": 3.790240083, + "Alkaline_Phosphatase_Level": 66.12828763, + "Alanine_Aminotransferase_Level": 22.18741208, + "Aspartate_Aminotransferase_Level": 11.12043351, + "Creatinine_Level": 0.932611285, + "LDH_Level": 243.8404138, + "Calcium_Level": 9.666915124, + "Phosphorus_Level": 3.389203599, + "Glucose_Level": 78.36503809, + "Potassium_Level": 3.781553582, + "Sodium_Level": 144.7369896, + "Smoking_Pack_Years": 92.32122873 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.46785702, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.62810225, + "White_Blood_Cell_Count": 9.952119825, + "Platelet_Count": 243.3921745, + "Albumin_Level": 3.73030401, + "Alkaline_Phosphatase_Level": 62.1536726, + "Alanine_Aminotransferase_Level": 15.61160596, + "Aspartate_Aminotransferase_Level": 40.78295342, + "Creatinine_Level": 1.026589487, + "LDH_Level": 134.6511923, + "Calcium_Level": 9.4843842, + "Phosphorus_Level": 3.720742029, + "Glucose_Level": 96.4919066, + "Potassium_Level": 4.952332282, + "Sodium_Level": 137.3474131, + "Smoking_Pack_Years": 79.42125148 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.27946976, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.58982448, + "White_Blood_Cell_Count": 3.753756437, + "Platelet_Count": 301.4204556, + "Albumin_Level": 4.60594988, + "Alkaline_Phosphatase_Level": 43.69048066, + "Alanine_Aminotransferase_Level": 11.45941184, + "Aspartate_Aminotransferase_Level": 25.66129197, + "Creatinine_Level": 0.781245991, + "LDH_Level": 103.2776186, + "Calcium_Level": 10.0081286, + "Phosphorus_Level": 4.535801829, + "Glucose_Level": 103.5783484, + "Potassium_Level": 4.039104916, + "Sodium_Level": 137.6260779, + "Smoking_Pack_Years": 4.697284256 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.16274985, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.92117858, + "White_Blood_Cell_Count": 8.477837649, + "Platelet_Count": 264.6631821, + "Albumin_Level": 3.032591136, + "Alkaline_Phosphatase_Level": 84.14132294, + "Alanine_Aminotransferase_Level": 15.8900763, + "Aspartate_Aminotransferase_Level": 21.40598625, + "Creatinine_Level": 1.245036122, + "LDH_Level": 157.8166287, + "Calcium_Level": 9.397452246, + "Phosphorus_Level": 4.580091885, + "Glucose_Level": 95.01777375, + "Potassium_Level": 3.648579664, + "Sodium_Level": 139.6202184, + "Smoking_Pack_Years": 85.81174156 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.65803552, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.37264244, + "White_Blood_Cell_Count": 7.933344222, + "Platelet_Count": 365.3536128, + "Albumin_Level": 4.638839592, + "Alkaline_Phosphatase_Level": 98.30060895, + "Alanine_Aminotransferase_Level": 12.43684246, + "Aspartate_Aminotransferase_Level": 33.59211108, + "Creatinine_Level": 0.886513733, + "LDH_Level": 193.2561958, + "Calcium_Level": 9.502303171, + "Phosphorus_Level": 3.831855522, + "Glucose_Level": 136.8493114, + "Potassium_Level": 4.062607945, + "Sodium_Level": 137.8096366, + "Smoking_Pack_Years": 68.43424163 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.57336439, + "Tumor_Location": 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"Glucose_Level": 124.1863662, + "Potassium_Level": 3.659770097, + "Sodium_Level": 135.2227011, + "Smoking_Pack_Years": 44.69849925 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.66651901, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.66813167, + "White_Blood_Cell_Count": 6.414125593, + "Platelet_Count": 177.3711933, + "Albumin_Level": 4.493869041, + "Alkaline_Phosphatase_Level": 51.33817096, + "Alanine_Aminotransferase_Level": 13.05576588, + "Aspartate_Aminotransferase_Level": 33.77281453, + "Creatinine_Level": 1.063101476, + "LDH_Level": 176.5501881, + "Calcium_Level": 9.50798152, + "Phosphorus_Level": 4.863887064, + "Glucose_Level": 148.7600512, + "Potassium_Level": 4.921099294, + "Sodium_Level": 143.9406304, + "Smoking_Pack_Years": 42.79177887 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.5925104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.79374854, + "White_Blood_Cell_Count": 4.14544715, + "Platelet_Count": 317.6262993, + "Albumin_Level": 4.319672923, + "Alkaline_Phosphatase_Level": 64.59569641, + "Alanine_Aminotransferase_Level": 8.394484374, + "Aspartate_Aminotransferase_Level": 29.33857158, + "Creatinine_Level": 0.604724241, + "LDH_Level": 184.9656224, + "Calcium_Level": 10.11948976, + "Phosphorus_Level": 4.491746705, + "Glucose_Level": 115.7069549, + "Potassium_Level": 3.692340087, + "Sodium_Level": 141.6698746, + "Smoking_Pack_Years": 83.98720651 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.39426199, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.65276852, + "White_Blood_Cell_Count": 3.640352947, + "Platelet_Count": 361.4868999, + "Albumin_Level": 4.322971819, + "Alkaline_Phosphatase_Level": 78.61498064, + "Alanine_Aminotransferase_Level": 24.53869953, + "Aspartate_Aminotransferase_Level": 24.80471015, + "Creatinine_Level": 1.439789767, + "LDH_Level": 217.6400423, + "Calcium_Level": 8.097665639, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 46.27581197, + "Alanine_Aminotransferase_Level": 36.15702959, + "Aspartate_Aminotransferase_Level": 45.80200452, + "Creatinine_Level": 0.505972078, + "LDH_Level": 176.7256132, + "Calcium_Level": 10.00772709, + "Phosphorus_Level": 2.606811941, + "Glucose_Level": 130.5511878, + "Potassium_Level": 4.647750261, + "Sodium_Level": 141.9145055, + "Smoking_Pack_Years": 30.34234181 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.10021972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.88677356, + "White_Blood_Cell_Count": 4.254543731, + "Platelet_Count": 196.0900884, + "Albumin_Level": 4.748879626, + "Alkaline_Phosphatase_Level": 39.83329441, + "Alanine_Aminotransferase_Level": 8.442773532, + "Aspartate_Aminotransferase_Level": 35.89255288, + "Creatinine_Level": 1.137956364, + "LDH_Level": 189.6208508, + "Calcium_Level": 8.840632158, + "Phosphorus_Level": 2.642762262, + "Glucose_Level": 95.57172651, + "Potassium_Level": 4.066525786, + "Sodium_Level": 143.3298113, + "Smoking_Pack_Years": 36.55578573 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.59803314, + "White_Blood_Cell_Count": 5.75983233, + "Platelet_Count": 156.554295, + "Albumin_Level": 3.682088182, + "Alkaline_Phosphatase_Level": 60.06320811, + "Alanine_Aminotransferase_Level": 16.64528272, + "Aspartate_Aminotransferase_Level": 28.21897124, + "Creatinine_Level": 0.853814654, + "LDH_Level": 126.0372897, + "Calcium_Level": 9.55753357, + "Phosphorus_Level": 2.86389474, + "Glucose_Level": 120.9132153, + "Potassium_Level": 4.782336841, + "Sodium_Level": 141.3127152, + "Smoking_Pack_Years": 23.31133543 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.27742876, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.05567302, + "White_Blood_Cell_Count": 5.41474934, + "Platelet_Count": 151.5658199, + "Albumin_Level": 3.047878336, + "Alkaline_Phosphatase_Level": 116.7465452, + "Alanine_Aminotransferase_Level": 17.17380171, + "Aspartate_Aminotransferase_Level": 43.20915004, + "Creatinine_Level": 0.98534803, + "LDH_Level": 122.2538662, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.13842822, + "White_Blood_Cell_Count": 4.969272493, + "Platelet_Count": 307.9494718, + "Albumin_Level": 3.934280961, + "Alkaline_Phosphatase_Level": 110.2082758, + "Alanine_Aminotransferase_Level": 19.09719862, + "Aspartate_Aminotransferase_Level": 45.18265945, + "Creatinine_Level": 0.948230529, + "LDH_Level": 216.2320004, + "Calcium_Level": 8.081707248, + "Phosphorus_Level": 3.627946105, + "Glucose_Level": 74.67061533, + "Potassium_Level": 4.205633152, + "Sodium_Level": 139.5096962, + "Smoking_Pack_Years": 5.832741684 + }, + { + "Age": 75, + "Gender": 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"LDH_Level": 151.6119037, + "Calcium_Level": 9.26312418, + "Phosphorus_Level": 2.777510423, + "Glucose_Level": 140.7493907, + "Potassium_Level": 3.558116734, + "Sodium_Level": 144.7142112, + "Smoking_Pack_Years": 67.10475336 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.46707018, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.14405701, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.18208593, + "White_Blood_Cell_Count": 8.160118388, + "Platelet_Count": 340.0802503, + "Albumin_Level": 4.088032279, + "Alkaline_Phosphatase_Level": 112.4409104, + "Alanine_Aminotransferase_Level": 23.74302929, + "Aspartate_Aminotransferase_Level": 46.50686869, + "Creatinine_Level": 1.074547815, + "LDH_Level": 231.4423915, + "Calcium_Level": 8.661655903, + "Phosphorus_Level": 3.49509159, + "Glucose_Level": 106.6932939, + "Potassium_Level": 4.522669239, + "Sodium_Level": 144.6109501, + "Smoking_Pack_Years": 11.60883803 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.21572691, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": 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55.19814397 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.03810423, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.25594165, + "White_Blood_Cell_Count": 9.882808313, + "Platelet_Count": 207.2116015, + "Albumin_Level": 4.981473856, + "Alkaline_Phosphatase_Level": 97.97803173, + "Alanine_Aminotransferase_Level": 15.40045998, + "Aspartate_Aminotransferase_Level": 43.99536892, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.99309673, + "White_Blood_Cell_Count": 7.289837742, + "Platelet_Count": 296.0113023, + "Albumin_Level": 3.412937898, + "Alkaline_Phosphatase_Level": 50.1141147, + "Alanine_Aminotransferase_Level": 24.835997, + "Aspartate_Aminotransferase_Level": 16.23058333, + "Creatinine_Level": 0.687118355, + "LDH_Level": 229.4086487, + "Calcium_Level": 9.311100054, + "Phosphorus_Level": 3.248026316, + "Glucose_Level": 101.6553086, + "Potassium_Level": 3.700837737, + "Sodium_Level": 137.3900627, + "Smoking_Pack_Years": 34.5553125 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.79764271, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.78532337, + "White_Blood_Cell_Count": 3.6238017, + "Platelet_Count": 153.2803827, + "Albumin_Level": 3.669805101, + "Alkaline_Phosphatase_Level": 62.43267792, + "Alanine_Aminotransferase_Level": 39.14872118, + "Aspartate_Aminotransferase_Level": 17.03744745, + "Creatinine_Level": 1.040035427, + "LDH_Level": 120.1080496, + "Calcium_Level": 10.41170846, + "Phosphorus_Level": 2.733695606, + "Glucose_Level": 112.916395, + "Potassium_Level": 4.79201258, + "Sodium_Level": 136.0557416, + "Smoking_Pack_Years": 98.10545477 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.80447647, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.0818803, + "White_Blood_Cell_Count": 6.122882668, + "Platelet_Count": 150.9746943, + "Albumin_Level": 4.5685539, + "Alkaline_Phosphatase_Level": 48.46476317, + "Alanine_Aminotransferase_Level": 24.80774419, + "Aspartate_Aminotransferase_Level": 10.2996607, + "Creatinine_Level": 0.609695825, + "LDH_Level": 193.5995548, + "Calcium_Level": 9.393830963, + "Phosphorus_Level": 3.635431173, + "Glucose_Level": 92.59337567, + "Potassium_Level": 4.041987749, + "Sodium_Level": 136.1135807, + "Smoking_Pack_Years": 94.0280412 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.99485247, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.76954625, + "White_Blood_Cell_Count": 8.753482852, + "Platelet_Count": 172.8498288, + "Albumin_Level": 3.816831542, + "Alkaline_Phosphatase_Level": 83.06207994, + "Alanine_Aminotransferase_Level": 22.14174637, + "Aspartate_Aminotransferase_Level": 16.85701551, + "Creatinine_Level": 0.82223645, + "LDH_Level": 197.3539689, + "Calcium_Level": 8.150530513, + "Phosphorus_Level": 4.42843281, + "Glucose_Level": 74.85808427, + "Potassium_Level": 4.689937027, + "Sodium_Level": 136.8652815, + "Smoking_Pack_Years": 75.31373784 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.86464844, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.91457303, + "White_Blood_Cell_Count": 8.554639565, + "Platelet_Count": 424.6583544, + "Albumin_Level": 3.296414552, + "Alkaline_Phosphatase_Level": 92.54631858, + "Alanine_Aminotransferase_Level": 22.97208141, + "Aspartate_Aminotransferase_Level": 29.55648816, + "Creatinine_Level": 1.341458562, + "LDH_Level": 133.7685654, + "Calcium_Level": 9.769364156, + "Phosphorus_Level": 4.317151413, + "Glucose_Level": 112.6463287, + "Potassium_Level": 3.678643179, + "Sodium_Level": 136.9885395, + "Smoking_Pack_Years": 3.726563354 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.90757988, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.47824173, + "White_Blood_Cell_Count": 7.741981825, + "Platelet_Count": 201.3304366, + "Albumin_Level": 4.144161037, + "Alkaline_Phosphatase_Level": 85.50905849, + "Alanine_Aminotransferase_Level": 12.66089387, + "Aspartate_Aminotransferase_Level": 13.42364536, + "Creatinine_Level": 0.529842306, + "LDH_Level": 179.9138679, + "Calcium_Level": 9.745220252, + "Phosphorus_Level": 4.871653194, + "Glucose_Level": 119.7032044, + "Potassium_Level": 4.11355605, + "Sodium_Level": 143.4598091, + "Smoking_Pack_Years": 37.97267942 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.78808327, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.36857402, + "White_Blood_Cell_Count": 8.102566373, + "Platelet_Count": 307.7350621, + "Albumin_Level": 4.351822344, + "Alkaline_Phosphatase_Level": 86.04903807, + "Alanine_Aminotransferase_Level": 26.08651564, + "Aspartate_Aminotransferase_Level": 22.52386834, + "Creatinine_Level": 1.243199132, + "LDH_Level": 147.6704747, + "Calcium_Level": 8.132296833, + "Phosphorus_Level": 4.254361337, + "Glucose_Level": 110.4743902, + "Potassium_Level": 4.348883, + "Sodium_Level": 135.1828972, + "Smoking_Pack_Years": 93.17949899 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.50945194, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.99075689, + "White_Blood_Cell_Count": 8.678742317, + "Platelet_Count": 303.7091438, + "Albumin_Level": 3.372005801, + "Alkaline_Phosphatase_Level": 89.82369141, + "Alanine_Aminotransferase_Level": 13.07828544, + "Aspartate_Aminotransferase_Level": 41.45805542, + "Creatinine_Level": 0.927141497, + "LDH_Level": 187.7537831, + "Calcium_Level": 9.263172802, + "Phosphorus_Level": 3.872212275, + "Glucose_Level": 115.3973433, + "Potassium_Level": 3.920192329, + "Sodium_Level": 139.8125826, + "Smoking_Pack_Years": 73.07648734 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.20680661, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.41897463, + "White_Blood_Cell_Count": 9.560567633, + "Platelet_Count": 436.7991109, + "Albumin_Level": 4.913348208, + "Alkaline_Phosphatase_Level": 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"Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.36336762, + "White_Blood_Cell_Count": 9.093666869, + "Platelet_Count": 276.2703755, + "Albumin_Level": 3.059423907, + "Alkaline_Phosphatase_Level": 59.43354986, + "Alanine_Aminotransferase_Level": 21.45957701, + "Aspartate_Aminotransferase_Level": 29.79986855, + "Creatinine_Level": 0.505616609, + "LDH_Level": 239.3848901, + "Calcium_Level": 9.45266362, + "Phosphorus_Level": 2.957508336, + "Glucose_Level": 139.7612849, + "Potassium_Level": 3.730319782, + "Sodium_Level": 144.8059691, + "Smoking_Pack_Years": 32.3636 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.52762861, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.96113401, + "White_Blood_Cell_Count": 3.958904933, + "Platelet_Count": 280.544252, + "Albumin_Level": 4.447894068, + "Alkaline_Phosphatase_Level": 63.22978473, + "Alanine_Aminotransferase_Level": 7.968658522, + "Aspartate_Aminotransferase_Level": 49.499815, + "Creatinine_Level": 0.741435467, + "LDH_Level": 171.9657531, + "Calcium_Level": 10.07724, + "Phosphorus_Level": 4.218415144, + "Glucose_Level": 78.82272065, + "Potassium_Level": 3.670277222, + "Sodium_Level": 138.0242954, + "Smoking_Pack_Years": 89.28243892 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 96.83465578, + "Alanine_Aminotransferase_Level": 19.06656311, + "Aspartate_Aminotransferase_Level": 41.07247935, + "Creatinine_Level": 1.48292757, + "LDH_Level": 175.7113589, + "Calcium_Level": 9.689980449, + "Phosphorus_Level": 3.076568037, + "Glucose_Level": 126.4137885, + "Potassium_Level": 4.897133739, + "Sodium_Level": 138.8658617, + "Smoking_Pack_Years": 68.95371533 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.33194708, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.61648478, + "White_Blood_Cell_Count": 8.735580232, + "Platelet_Count": 164.484994, + "Albumin_Level": 4.296252993, + "Alkaline_Phosphatase_Level": 106.2495747, + "Alanine_Aminotransferase_Level": 25.81399586, + "Aspartate_Aminotransferase_Level": 49.46924775, + "Creatinine_Level": 1.372826759, + "LDH_Level": 170.5144516, + "Calcium_Level": 9.280833016, + "Phosphorus_Level": 4.907117652, + "Glucose_Level": 138.9859355, + "Potassium_Level": 4.299399693, + "Sodium_Level": 143.4857886, + "Smoking_Pack_Years": 49.45140551 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.78800512, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.97858062, + "White_Blood_Cell_Count": 6.802206365, + "Platelet_Count": 162.3642621, + "Albumin_Level": 3.562616893, + "Alkaline_Phosphatase_Level": 107.7816629, + "Alanine_Aminotransferase_Level": 13.2506506, + "Aspartate_Aminotransferase_Level": 38.67457767, + "Creatinine_Level": 0.938918705, + "LDH_Level": 147.7790647, + "Calcium_Level": 8.763643102, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.06115246, + "White_Blood_Cell_Count": 5.638161179, + "Platelet_Count": 243.9551503, + "Albumin_Level": 3.588870776, + "Alkaline_Phosphatase_Level": 37.84989067, + "Alanine_Aminotransferase_Level": 20.10932622, + "Aspartate_Aminotransferase_Level": 29.86923104, + "Creatinine_Level": 0.766468414, + "LDH_Level": 164.1492747, + "Calcium_Level": 9.029778715, + "Phosphorus_Level": 2.954926014, + "Glucose_Level": 136.3611963, + "Potassium_Level": 4.564654224, + "Sodium_Level": 140.8434662, + "Smoking_Pack_Years": 17.2363502 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.45587627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.86545292, + "White_Blood_Cell_Count": 4.6073252, + "Platelet_Count": 355.9962152, + "Albumin_Level": 3.627198029, + "Alkaline_Phosphatase_Level": 40.62507565, + "Alanine_Aminotransferase_Level": 36.68735426, + "Aspartate_Aminotransferase_Level": 39.334513, + "Creatinine_Level": 0.628783846, + "LDH_Level": 133.0434507, + "Calcium_Level": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.47835566, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.59624901, + "White_Blood_Cell_Count": 4.333816675, + "Platelet_Count": 371.6602158, + "Albumin_Level": 3.260796507, + "Alkaline_Phosphatase_Level": 56.68277201, + "Alanine_Aminotransferase_Level": 39.0282455, + "Aspartate_Aminotransferase_Level": 49.30141731, + "Creatinine_Level": 1.185419231, + "LDH_Level": 147.0318989, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.23924627, + "White_Blood_Cell_Count": 8.349453928, + "Platelet_Count": 256.1906193, + "Albumin_Level": 3.584974294, + "Alkaline_Phosphatase_Level": 93.54010954, + "Alanine_Aminotransferase_Level": 29.04535326, + "Aspartate_Aminotransferase_Level": 36.64990375, + "Creatinine_Level": 0.733968123, + "LDH_Level": 179.9001045, + "Calcium_Level": 9.522688373, + "Phosphorus_Level": 3.612405334, + "Glucose_Level": 106.8604422, + "Potassium_Level": 4.599611115, + "Sodium_Level": 136.24999, + "Smoking_Pack_Years": 15.39827685 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.00711799, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.71440504, + "White_Blood_Cell_Count": 8.368485535, + "Platelet_Count": 358.0659105, + "Albumin_Level": 4.252059731, + "Alkaline_Phosphatase_Level": 68.66323695, + "Alanine_Aminotransferase_Level": 19.01405125, + "Aspartate_Aminotransferase_Level": 30.60562347, + "Creatinine_Level": 1.178037548, + "LDH_Level": 239.5613444, + "Calcium_Level": 9.855820198, + "Phosphorus_Level": 4.178006698, + "Glucose_Level": 77.30655192, + "Potassium_Level": 3.734904179, + "Sodium_Level": 137.1229655, + "Smoking_Pack_Years": 90.30170377 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.87405472, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.94407095, + "White_Blood_Cell_Count": 7.962358884, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.52500887, + "White_Blood_Cell_Count": 8.43077574, + "Platelet_Count": 391.7049366, + "Albumin_Level": 3.945857634, + "Alkaline_Phosphatase_Level": 73.53421516, + "Alanine_Aminotransferase_Level": 23.81836105, + "Aspartate_Aminotransferase_Level": 48.62789327, + "Creatinine_Level": 1.431867747, + "LDH_Level": 187.6487107, + "Calcium_Level": 8.208076896, + "Phosphorus_Level": 3.494274247, + "Glucose_Level": 124.2293211, + "Potassium_Level": 3.803310506, + "Sodium_Level": 140.0429054, + "Smoking_Pack_Years": 90.99685945 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.6579956, + "White_Blood_Cell_Count": 9.557740546, + "Platelet_Count": 421.6841194, + "Albumin_Level": 4.055614401, + "Alkaline_Phosphatase_Level": 118.4065023, + "Alanine_Aminotransferase_Level": 31.37598208, + "Aspartate_Aminotransferase_Level": 17.26701185, + "Creatinine_Level": 1.1138744, + "LDH_Level": 176.4858871, + "Calcium_Level": 8.261392473, + "Phosphorus_Level": 4.14188133, + "Glucose_Level": 71.36447526, + "Potassium_Level": 3.771747838, + "Sodium_Level": 143.7524147, + "Smoking_Pack_Years": 40.05957145 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.31658023, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.83643066, + "White_Blood_Cell_Count": 4.22269587, + "Platelet_Count": 384.1661027, + "Albumin_Level": 3.556651591, + "Alkaline_Phosphatase_Level": 90.88941315, + "Alanine_Aminotransferase_Level": 22.33625949, + "Aspartate_Aminotransferase_Level": 19.8645578, + "Creatinine_Level": 0.638033339, + "LDH_Level": 104.3801513, + "Calcium_Level": 10.28936907, + "Phosphorus_Level": 4.616499373, + "Glucose_Level": 109.6833536, + "Potassium_Level": 3.558363541, + "Sodium_Level": 136.2678075, + "Smoking_Pack_Years": 84.80594624 + }, + { + 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"Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.53785695, + "White_Blood_Cell_Count": 7.174192801, + "Platelet_Count": 330.5045452, + "Albumin_Level": 4.281538804, + "Alkaline_Phosphatase_Level": 103.4770396, + "Alanine_Aminotransferase_Level": 28.59163748, + "Aspartate_Aminotransferase_Level": 43.62526614, + "Creatinine_Level": 0.937337546, + "LDH_Level": 191.7159304, + "Calcium_Level": 8.074773708, + "Phosphorus_Level": 4.710432874, + "Glucose_Level": 116.0921958, + "Potassium_Level": 4.076939662, + "Sodium_Level": 138.7590371, + "Smoking_Pack_Years": 67.90723641 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.0022141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.9847257, + "White_Blood_Cell_Count": 9.163763497, + "Platelet_Count": 338.656264, + "Albumin_Level": 4.278915203, + "Alkaline_Phosphatase_Level": 108.0457637, + "Alanine_Aminotransferase_Level": 17.6369024, + "Aspartate_Aminotransferase_Level": 14.72052842, + "Creatinine_Level": 0.842499716, + "LDH_Level": 169.4737308, + "Calcium_Level": 8.800996587, + "Phosphorus_Level": 4.323509155, + "Glucose_Level": 137.1183818, + "Potassium_Level": 4.282173567, + "Sodium_Level": 140.6813855, + "Smoking_Pack_Years": 37.50721873 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.97270957, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.78859029, + "White_Blood_Cell_Count": 8.886199832, + "Platelet_Count": 373.038881, + "Albumin_Level": 3.950133126, + "Alkaline_Phosphatase_Level": 105.0902838, + "Alanine_Aminotransferase_Level": 30.77116873, + "Aspartate_Aminotransferase_Level": 36.00445286, + "Creatinine_Level": 1.163359493, + "LDH_Level": 100.3311752, + "Calcium_Level": 9.13297607, + "Phosphorus_Level": 2.639483351, + "Glucose_Level": 149.3674208, + "Potassium_Level": 3.983887753, + "Sodium_Level": 139.9335899, + "Smoking_Pack_Years": 58.61329166 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.28672017, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.67126172, + "White_Blood_Cell_Count": 6.312153535, + "Platelet_Count": 176.2530816, + "Albumin_Level": 3.69027011, + "Alkaline_Phosphatase_Level": 95.03766856, + "Alanine_Aminotransferase_Level": 24.92379367, + "Aspartate_Aminotransferase_Level": 23.53983667, + "Creatinine_Level": 1.359034421, + "LDH_Level": 209.1047478, + "Calcium_Level": 10.03834219, + "Phosphorus_Level": 4.525586438, + "Glucose_Level": 82.41140799, + "Potassium_Level": 4.237859806, + "Sodium_Level": 144.1239517, + "Smoking_Pack_Years": 4.431140201 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.98902857, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.75542659, + "White_Blood_Cell_Count": 7.305395696, + "Platelet_Count": 168.1692056, + "Albumin_Level": 4.84688497, + "Alkaline_Phosphatase_Level": 75.92826981, + "Alanine_Aminotransferase_Level": 7.580394161, + "Aspartate_Aminotransferase_Level": 32.15981509, + "Creatinine_Level": 0.583989644, + "LDH_Level": 137.3757758, + "Calcium_Level": 9.755909696, + "Phosphorus_Level": 4.483326974, + "Glucose_Level": 70.56877975, + "Potassium_Level": 3.663594937, + "Sodium_Level": 139.4288208, + "Smoking_Pack_Years": 9.589359473 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.40726821, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 79, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.08440239, + "White_Blood_Cell_Count": 8.854555315, + "Platelet_Count": 421.3582871, + "Albumin_Level": 3.389689897, + "Alkaline_Phosphatase_Level": 54.28129693, + "Alanine_Aminotransferase_Level": 12.82694872, + "Aspartate_Aminotransferase_Level": 46.61196055, + "Creatinine_Level": 1.284669728, + "LDH_Level": 159.548407, + "Calcium_Level": 9.104034981, + "Phosphorus_Level": 4.025545963, + "Glucose_Level": 90.68058392, + "Potassium_Level": 4.071237547, + "Sodium_Level": 141.1339468, + "Smoking_Pack_Years": 10.02589609 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.36232271, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.96946337, + "White_Blood_Cell_Count": 8.117845837, + "Platelet_Count": 287.2490133, + "Albumin_Level": 4.986975065, + "Alkaline_Phosphatase_Level": 81.61578637, + "Alanine_Aminotransferase_Level": 12.52091397, + "Aspartate_Aminotransferase_Level": 28.82155443, + "Creatinine_Level": 1.1010755, + "LDH_Level": 233.5525402, + "Calcium_Level": 8.444323199, + "Phosphorus_Level": 2.634587945, + "Glucose_Level": 111.7348419, + "Potassium_Level": 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"Glucose_Level": 129.587307, + "Potassium_Level": 4.655517585, + "Sodium_Level": 135.1378162, + "Smoking_Pack_Years": 7.672420983 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.43393999, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.13707373, + "White_Blood_Cell_Count": 6.114777985, + "Platelet_Count": 417.0250015, + "Albumin_Level": 4.655988223, + "Alkaline_Phosphatase_Level": 114.2701296, + "Alanine_Aminotransferase_Level": 24.47252073, + "Aspartate_Aminotransferase_Level": 23.18985517, + "Creatinine_Level": 1.344874496, + "LDH_Level": 199.3226724, + "Calcium_Level": 9.751368554, + "Phosphorus_Level": 4.617810368, + "Glucose_Level": 97.95153873, + "Potassium_Level": 4.532876767, + "Sodium_Level": 139.5464858, + "Smoking_Pack_Years": 67.96313144 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.416842, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.22610816, + "White_Blood_Cell_Count": 9.188218618, + "Platelet_Count": 208.8685726, + "Albumin_Level": 3.934079562, + "Alkaline_Phosphatase_Level": 67.51780404, + "Alanine_Aminotransferase_Level": 9.34424979, + "Aspartate_Aminotransferase_Level": 29.42854248, + "Creatinine_Level": 1.490420222, + "LDH_Level": 200.9929258, + "Calcium_Level": 9.181506009, + "Phosphorus_Level": 4.326932789, + "Glucose_Level": 128.8534534, + "Potassium_Level": 3.877867923, + "Sodium_Level": 137.884183, + "Smoking_Pack_Years": 72.051398 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.91483578, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.36986271, + "White_Blood_Cell_Count": 9.117677523, + "Platelet_Count": 176.2860931, + "Albumin_Level": 4.022705435, + "Alkaline_Phosphatase_Level": 60.61211758, + "Alanine_Aminotransferase_Level": 13.41784588, + "Aspartate_Aminotransferase_Level": 26.07020115, + "Creatinine_Level": 0.689962831, + "LDH_Level": 111.2880722, + "Calcium_Level": 9.009434041, + "Phosphorus_Level": 4.437186456, + "Glucose_Level": 78.31769576, + "Potassium_Level": 3.691457744, + "Sodium_Level": 140.3165622, + "Smoking_Pack_Years": 21.57357857 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.0923141, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.34504163, + "White_Blood_Cell_Count": 8.993038587, + "Platelet_Count": 202.3417432, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.93815154, + "White_Blood_Cell_Count": 7.278887867, + "Platelet_Count": 188.6311135, + "Albumin_Level": 3.233082734, + "Alkaline_Phosphatase_Level": 64.29292699, + "Alanine_Aminotransferase_Level": 11.78628017, + "Aspartate_Aminotransferase_Level": 43.95007073, + "Creatinine_Level": 1.208038934, + "LDH_Level": 100.649375, + "Calcium_Level": 8.312685853, + "Phosphorus_Level": 3.331531642, + "Glucose_Level": 73.90503628, + "Potassium_Level": 4.944552258, + "Sodium_Level": 135.0944621, + "Smoking_Pack_Years": 14.84527208 + }, + { + "Age": 78, + "Gender": "Male", 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194.5629359, + "Calcium_Level": 10.07703631, + "Phosphorus_Level": 3.440753107, + "Glucose_Level": 86.3327529, + "Potassium_Level": 4.52538602, + "Sodium_Level": 140.3375129, + "Smoking_Pack_Years": 75.32651432 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.64034323, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.77847371, + "White_Blood_Cell_Count": 9.099579973, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.95757062, + "White_Blood_Cell_Count": 6.581275464, + "Platelet_Count": 208.1882006, + "Albumin_Level": 3.920851067, + "Alkaline_Phosphatase_Level": 73.12232726, + "Alanine_Aminotransferase_Level": 33.11777535, + "Aspartate_Aminotransferase_Level": 33.50793143, + "Creatinine_Level": 1.419180192, + "LDH_Level": 146.1015909, + "Calcium_Level": 9.443197678, + "Phosphorus_Level": 3.000396996, + "Glucose_Level": 131.7281374, + "Potassium_Level": 4.763644274, + "Sodium_Level": 142.6358889, + "Smoking_Pack_Years": 6.545388712 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.55971616, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.39480894, + "White_Blood_Cell_Count": 4.579480263, + "Platelet_Count": 200.8303454, + "Albumin_Level": 4.067550485, + "Alkaline_Phosphatase_Level": 107.2833909, + "Alanine_Aminotransferase_Level": 10.35323482, + "Aspartate_Aminotransferase_Level": 42.69534599, + "Creatinine_Level": 0.590993733, + "LDH_Level": 114.8988923, + "Calcium_Level": 9.12099221, + "Phosphorus_Level": 4.93210981, + "Glucose_Level": 98.69682554, + "Potassium_Level": 4.096934415, + "Sodium_Level": 144.7924156, + "Smoking_Pack_Years": 58.0611822 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.79289883, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.54240298, + "White_Blood_Cell_Count": 7.313337325, + "Platelet_Count": 427.3021922, + "Albumin_Level": 3.332939204, + "Alkaline_Phosphatase_Level": 75.26216752, + "Alanine_Aminotransferase_Level": 37.15622463, + "Aspartate_Aminotransferase_Level": 22.9386739, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.70500458, + "White_Blood_Cell_Count": 4.34852658, + "Platelet_Count": 299.8963257, + "Albumin_Level": 3.682818933, + "Alkaline_Phosphatase_Level": 66.58888524, + "Alanine_Aminotransferase_Level": 13.61139686, + "Aspartate_Aminotransferase_Level": 19.42192335, + "Creatinine_Level": 0.523642129, + "LDH_Level": 121.2800534, + "Calcium_Level": 8.809566138, + "Phosphorus_Level": 2.667453962, + "Glucose_Level": 82.09678263, + "Potassium_Level": 4.853692825, + "Sodium_Level": 137.3856041, + "Smoking_Pack_Years": 28.97408867 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.50515315, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.48525861, + "White_Blood_Cell_Count": 7.536977813, + "Platelet_Count": 398.284047, + "Albumin_Level": 4.96468887, + "Alkaline_Phosphatase_Level": 45.76691867, + "Alanine_Aminotransferase_Level": 34.86295546, + "Aspartate_Aminotransferase_Level": 13.89682236, + "Creatinine_Level": 1.203247664, + "LDH_Level": 197.9318539, + "Calcium_Level": 9.235880823, + "Phosphorus_Level": 4.516111926, + "Glucose_Level": 116.1349002, + "Potassium_Level": 3.606664635, + "Sodium_Level": 142.7365507, + "Smoking_Pack_Years": 29.18142842 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.83595869, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.50595822, + "White_Blood_Cell_Count": 4.265570723, + "Platelet_Count": 154.3401857, + "Albumin_Level": 3.996677575, + "Alkaline_Phosphatase_Level": 57.68487843, + "Alanine_Aminotransferase_Level": 37.3853028, + "Aspartate_Aminotransferase_Level": 21.36778046, + "Creatinine_Level": 1.01305039, + "LDH_Level": 217.6813871, + "Calcium_Level": 8.953333849, + "Phosphorus_Level": 4.8459149, + "Glucose_Level": 108.8839346, + "Potassium_Level": 4.978480196, + "Sodium_Level": 139.7537592, + "Smoking_Pack_Years": 90.03823339 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.51599937, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.19978928, + "White_Blood_Cell_Count": 5.492374598, + "Platelet_Count": 351.9128571, + "Albumin_Level": 3.803629655, + "Alkaline_Phosphatase_Level": 63.55586865, + "Alanine_Aminotransferase_Level": 17.52167774, + "Aspartate_Aminotransferase_Level": 18.87859344, + "Creatinine_Level": 0.720671372, + "LDH_Level": 169.2838113, + "Calcium_Level": 9.672241499, + "Phosphorus_Level": 4.060004107, + "Glucose_Level": 70.34872568, + "Potassium_Level": 4.360104591, + "Sodium_Level": 139.9568658, + "Smoking_Pack_Years": 18.40093854 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.31587555, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.90569684, + "White_Blood_Cell_Count": 9.394845236, + "Platelet_Count": 360.9879055, + "Albumin_Level": 3.561127147, + "Alkaline_Phosphatase_Level": 32.55452457, + "Alanine_Aminotransferase_Level": 15.11757868, + "Aspartate_Aminotransferase_Level": 25.78601315, + "Creatinine_Level": 0.556685802, + "LDH_Level": 204.6405867, + "Calcium_Level": 8.409774056, + "Phosphorus_Level": 4.548954897, + "Glucose_Level": 92.85662496, + "Potassium_Level": 4.066541256, + "Sodium_Level": 135.0454341, + "Smoking_Pack_Years": 32.65677847 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.75423181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.6797245, + "White_Blood_Cell_Count": 5.165895326, + "Platelet_Count": 166.4236957, + "Albumin_Level": 3.757280278, + "Alkaline_Phosphatase_Level": 99.01784204, + "Alanine_Aminotransferase_Level": 18.59695532, + "Aspartate_Aminotransferase_Level": 26.1563995, + "Creatinine_Level": 0.968308966, + "LDH_Level": 158.9313968, + "Calcium_Level": 8.793618717, + "Phosphorus_Level": 4.56636393, + "Glucose_Level": 78.41017683, + "Potassium_Level": 4.113436973, + "Sodium_Level": 137.4778509, + "Smoking_Pack_Years": 25.39991172 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.22092277, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.6548092, + "White_Blood_Cell_Count": 3.783680468, + "Platelet_Count": 393.2777359, + "Albumin_Level": 3.562832348, + "Alkaline_Phosphatase_Level": 69.7204375, + "Alanine_Aminotransferase_Level": 22.40266973, + "Aspartate_Aminotransferase_Level": 15.80432564, + "Creatinine_Level": 0.700225236, + "LDH_Level": 246.1924903, + "Calcium_Level": 8.50097434, + "Phosphorus_Level": 3.075180283, + "Glucose_Level": 106.2851124, + "Potassium_Level": 3.514197727, + "Sodium_Level": 138.5949443, + "Smoking_Pack_Years": 96.61921024 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.34259195, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.45338333, + "White_Blood_Cell_Count": 7.574783758, + "Platelet_Count": 374.0224099, + "Albumin_Level": 4.73784469, + 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.33802868, + "White_Blood_Cell_Count": 7.566668675, + "Platelet_Count": 265.2904393, + "Albumin_Level": 4.360769497, + "Alkaline_Phosphatase_Level": 42.5235715, + "Alanine_Aminotransferase_Level": 10.23023137, + "Aspartate_Aminotransferase_Level": 39.90761327, + "Creatinine_Level": 1.446868015, + "LDH_Level": 133.9566872, + "Calcium_Level": 10.03190371, + "Phosphorus_Level": 4.598756307, + "Glucose_Level": 113.053683, + "Potassium_Level": 4.275666361, + "Sodium_Level": 138.223086, + "Smoking_Pack_Years": 77.63381158 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.33496809, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.0034869, + "White_Blood_Cell_Count": 5.715731045, + "Platelet_Count": 210.6196671, + "Albumin_Level": 3.866993698, + "Alkaline_Phosphatase_Level": 81.53296713, + "Alanine_Aminotransferase_Level": 10.59319959, + "Aspartate_Aminotransferase_Level": 15.4046376, + "Creatinine_Level": 0.882861532, + "LDH_Level": 162.5882802, + "Calcium_Level": 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"Albumin_Level": 3.772254021, + "Alkaline_Phosphatase_Level": 105.4439527, + "Alanine_Aminotransferase_Level": 11.87765109, + "Aspartate_Aminotransferase_Level": 20.39716746, + "Creatinine_Level": 1.202462105, + "LDH_Level": 148.2127637, + "Calcium_Level": 9.573326105, + "Phosphorus_Level": 2.725919837, + "Glucose_Level": 131.0815867, + "Potassium_Level": 4.38250275, + "Sodium_Level": 141.4530387, + "Smoking_Pack_Years": 80.67160667 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.02288168, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.43364158, + "White_Blood_Cell_Count": 9.433274369, + "Platelet_Count": 289.0907152, + "Albumin_Level": 4.560905568, + "Alkaline_Phosphatase_Level": 84.44768251, + "Alanine_Aminotransferase_Level": 14.16878059, + "Aspartate_Aminotransferase_Level": 10.1935588, + "Creatinine_Level": 0.556134295, + "LDH_Level": 195.5456899, + "Calcium_Level": 9.387638638, + "Phosphorus_Level": 3.692498642, + "Glucose_Level": 129.8101269, + "Potassium_Level": 4.178288485, + "Sodium_Level": 138.6968979, + "Smoking_Pack_Years": 56.20473199 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.94698663, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.66559889, + "White_Blood_Cell_Count": 3.901375851, + "Platelet_Count": 187.5866181, + "Albumin_Level": 3.276759824, + "Alkaline_Phosphatase_Level": 71.36615992, + "Alanine_Aminotransferase_Level": 37.57656858, + "Aspartate_Aminotransferase_Level": 38.71052123, + "Creatinine_Level": 0.885039271, + "LDH_Level": 181.5231093, + "Calcium_Level": 8.624188309, + "Phosphorus_Level": 2.839805925, + "Glucose_Level": 130.0658736, + "Potassium_Level": 4.745464349, + "Sodium_Level": 144.7170117, + "Smoking_Pack_Years": 11.27409659 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.14997648, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.05889686, + "White_Blood_Cell_Count": 4.86920396, + "Platelet_Count": 173.4852663, + "Albumin_Level": 4.533356443, + "Alkaline_Phosphatase_Level": 87.58583116, + "Alanine_Aminotransferase_Level": 23.40893049, + "Aspartate_Aminotransferase_Level": 30.45906043, + "Creatinine_Level": 0.516843727, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.99902063, + "White_Blood_Cell_Count": 6.461167947, + "Platelet_Count": 284.911648, + "Albumin_Level": 3.11690491, + "Alkaline_Phosphatase_Level": 75.67374062, + "Alanine_Aminotransferase_Level": 21.55808598, + "Aspartate_Aminotransferase_Level": 35.8723856, + "Creatinine_Level": 1.110943211, + "LDH_Level": 129.9373596, + "Calcium_Level": 8.445345095, + "Phosphorus_Level": 2.688472457, + "Glucose_Level": 76.6181079, + "Potassium_Level": 4.844433863, + "Sodium_Level": 136.5109722, + "Smoking_Pack_Years": 1.826791697 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.80856951, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.14321611, + "White_Blood_Cell_Count": 5.498718361, + "Platelet_Count": 374.3064864, + "Albumin_Level": 4.765308228, + "Alkaline_Phosphatase_Level": 53.83036457, + "Alanine_Aminotransferase_Level": 37.86702513, + "Aspartate_Aminotransferase_Level": 30.86133003, + "Creatinine_Level": 1.063983913, + "LDH_Level": 242.4680498, + "Calcium_Level": 8.882357049, + "Phosphorus_Level": 3.138801531, + "Glucose_Level": 109.8159386, + "Potassium_Level": 3.621318717, + "Sodium_Level": 141.7822014, + "Smoking_Pack_Years": 79.90482837 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.22183831, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.74008808, + "White_Blood_Cell_Count": 7.982628511, + "Platelet_Count": 306.1438232, + "Albumin_Level": 4.13735808, + "Alkaline_Phosphatase_Level": 94.13353216, + "Alanine_Aminotransferase_Level": 27.67456869, + "Aspartate_Aminotransferase_Level": 29.35971267, + "Creatinine_Level": 1.485966964, + "LDH_Level": 245.5469055, + "Calcium_Level": 8.423569978, + "Phosphorus_Level": 2.631838446, + "Glucose_Level": 99.03865962, + "Potassium_Level": 4.208477426, + "Sodium_Level": 139.5753265, + "Smoking_Pack_Years": 25.25915014 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.18789088, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.50667024, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.06899029, + "White_Blood_Cell_Count": 4.0065196, + "Platelet_Count": 296.9794604, + "Albumin_Level": 3.9458372, + "Alkaline_Phosphatase_Level": 50.11159999, + "Alanine_Aminotransferase_Level": 15.39847287, + "Aspartate_Aminotransferase_Level": 30.97259759, + "Creatinine_Level": 0.923500442, + "LDH_Level": 198.0649963, + "Calcium_Level": 10.12552996, + "Phosphorus_Level": 4.515980828, + "Glucose_Level": 79.08285568, + "Potassium_Level": 4.48467522, + "Sodium_Level": 137.3345374, + "Smoking_Pack_Years": 93.44391542 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.38732781, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.61397853, + "White_Blood_Cell_Count": 3.861297331, + "Platelet_Count": 289.2600853, + "Albumin_Level": 4.471860186, + "Alkaline_Phosphatase_Level": 75.80351448, + "Alanine_Aminotransferase_Level": 11.94974502, + "Aspartate_Aminotransferase_Level": 20.80235117, + "Creatinine_Level": 1.015672993, + "LDH_Level": 212.8762655, + "Calcium_Level": 9.345778149, + "Phosphorus_Level": 3.583296086, + "Glucose_Level": 82.75633686, + "Potassium_Level": 4.693315416, + "Sodium_Level": 140.2937191, + "Smoking_Pack_Years": 18.49762186 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.64005919, + "White_Blood_Cell_Count": 5.152865407, + "Platelet_Count": 243.3714176, + "Albumin_Level": 4.668321168, + "Alkaline_Phosphatase_Level": 44.83295849, + "Alanine_Aminotransferase_Level": 15.42208449, + "Aspartate_Aminotransferase_Level": 35.86143648, + "Creatinine_Level": 0.835766581, + "LDH_Level": 177.8706216, + "Calcium_Level": 9.15622039, + "Phosphorus_Level": 2.50772664, + "Glucose_Level": 108.1844331, + "Potassium_Level": 4.176359942, + "Sodium_Level": 141.1162956, + "Smoking_Pack_Years": 33.31807985 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.31835581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.39684469, + "White_Blood_Cell_Count": 6.948545254, + "Platelet_Count": 214.6424552, + "Albumin_Level": 4.10158546, + "Alkaline_Phosphatase_Level": 98.24619897, + "Alanine_Aminotransferase_Level": 36.04841201, + "Aspartate_Aminotransferase_Level": 45.96819266, + "Creatinine_Level": 0.984938883, + "LDH_Level": 199.3807755, + "Calcium_Level": 8.767351124, + "Phosphorus_Level": 2.888909407, + "Glucose_Level": 73.67896875, + "Potassium_Level": 4.144412348, + "Sodium_Level": 135.4401769, + "Smoking_Pack_Years": 72.96521994 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.42769594, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.24695298, + "White_Blood_Cell_Count": 5.396925735, + "Platelet_Count": 440.005315, + "Albumin_Level": 3.473407691, + "Alkaline_Phosphatase_Level": 72.13276066, + "Alanine_Aminotransferase_Level": 24.20057243, + "Aspartate_Aminotransferase_Level": 15.89859503, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.00208602, + "White_Blood_Cell_Count": 7.844451706, + "Platelet_Count": 272.295508, + "Albumin_Level": 3.409151463, + "Alkaline_Phosphatase_Level": 85.2033093, + "Alanine_Aminotransferase_Level": 8.333801965, + "Aspartate_Aminotransferase_Level": 41.09436004, + "Creatinine_Level": 0.801660967, + "LDH_Level": 151.132917, + "Calcium_Level": 8.357041824, + "Phosphorus_Level": 3.493940107, + "Glucose_Level": 127.6137699, + "Potassium_Level": 4.453820386, + "Sodium_Level": 144.4355797, + "Smoking_Pack_Years": 57.84149681 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.81090022, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.36088177, + "White_Blood_Cell_Count": 4.730134594, + "Platelet_Count": 355.6770669, + "Albumin_Level": 4.155515651, + "Alkaline_Phosphatase_Level": 103.2201015, + "Alanine_Aminotransferase_Level": 37.94003889, + "Aspartate_Aminotransferase_Level": 16.5427177, + "Creatinine_Level": 0.664781556, + "LDH_Level": 243.0056803, + "Calcium_Level": 8.927526193, + "Phosphorus_Level": 4.904337727, + "Glucose_Level": 134.203564, + "Potassium_Level": 4.700885206, + "Sodium_Level": 137.3898621, + "Smoking_Pack_Years": 22.60831325 + }, + { + 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"Creatinine_Level": 0.91858871, + "LDH_Level": 201.724436, + "Calcium_Level": 9.114414934, + "Phosphorus_Level": 3.399916651, + "Glucose_Level": 89.80782036, + "Potassium_Level": 4.443386584, + "Sodium_Level": 138.3281097, + "Smoking_Pack_Years": 61.85553242 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.04843459, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.74710582, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.24836838, + "White_Blood_Cell_Count": 9.315933572, + "Platelet_Count": 226.8160333, + "Albumin_Level": 3.390638067, + "Alkaline_Phosphatase_Level": 52.23290012, + "Alanine_Aminotransferase_Level": 35.63326532, + "Aspartate_Aminotransferase_Level": 33.91572494, + "Creatinine_Level": 1.412181305, + "LDH_Level": 103.8903451, + "Calcium_Level": 10.15388839, + "Phosphorus_Level": 2.664627179, + "Glucose_Level": 107.9095113, + "Potassium_Level": 3.893669709, + "Sodium_Level": 142.9161682, + "Smoking_Pack_Years": 74.65842017 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.64632658, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 16.4366539, + "White_Blood_Cell_Count": 5.632785616, + "Platelet_Count": 212.3725627, + "Albumin_Level": 4.079549053, + "Alkaline_Phosphatase_Level": 93.85397914, + "Alanine_Aminotransferase_Level": 22.53453357, + "Aspartate_Aminotransferase_Level": 28.25312203, + "Creatinine_Level": 1.13297266, + "LDH_Level": 158.4880945, + "Calcium_Level": 8.349467963, + "Phosphorus_Level": 4.721613289, + "Glucose_Level": 135.0153004, + "Potassium_Level": 3.701196437, + "Sodium_Level": 140.7401965, + "Smoking_Pack_Years": 73.36447459 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.91012391, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.66181708, + "White_Blood_Cell_Count": 4.463213059, + "Platelet_Count": 187.6458367, + "Albumin_Level": 4.931593087, + "Alkaline_Phosphatase_Level": 98.52014653, + "Alanine_Aminotransferase_Level": 12.74658087, + "Aspartate_Aminotransferase_Level": 25.82748439, + "Creatinine_Level": 0.902012797, + "LDH_Level": 148.4226832, + "Calcium_Level": 8.139176504, + "Phosphorus_Level": 4.103223603, + "Glucose_Level": 135.325686, + "Potassium_Level": 3.544503163, + "Sodium_Level": 136.542911, + "Smoking_Pack_Years": 72.31703494 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.09681415, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.66615869, + "White_Blood_Cell_Count": 4.846984627, + "Platelet_Count": 401.2359699, + "Albumin_Level": 4.981619656, + "Alkaline_Phosphatase_Level": 111.3482965, + "Alanine_Aminotransferase_Level": 34.36969344, + "Aspartate_Aminotransferase_Level": 42.15358152, + "Creatinine_Level": 0.698700159, + "LDH_Level": 190.3592253, + "Calcium_Level": 8.410520424, + "Phosphorus_Level": 3.744772565, + "Glucose_Level": 111.7100297, + "Potassium_Level": 4.637508519, + "Sodium_Level": 141.3992208, + "Smoking_Pack_Years": 22.32271872 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.60865765, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.70876957, + "White_Blood_Cell_Count": 5.866295748, + "Platelet_Count": 241.3396642, + "Albumin_Level": 3.520210581, + "Alkaline_Phosphatase_Level": 112.0875343, + "Alanine_Aminotransferase_Level": 39.47795643, + "Aspartate_Aminotransferase_Level": 48.27202141, + "Creatinine_Level": 1.014574995, + "LDH_Level": 150.7116908, + "Calcium_Level": 10.47702834, + "Phosphorus_Level": 2.763379345, + "Glucose_Level": 135.4263951, + "Potassium_Level": 3.971687669, + "Sodium_Level": 143.5757812, + "Smoking_Pack_Years": 46.18520261 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.79971064, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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137.1504784, + "Smoking_Pack_Years": 25.28320368 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.75333002, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.86416634, + "White_Blood_Cell_Count": 9.174442353, + "Platelet_Count": 202.0150509, + "Albumin_Level": 4.167794896, + "Alkaline_Phosphatase_Level": 81.50910404, + "Alanine_Aminotransferase_Level": 7.331174564, + "Aspartate_Aminotransferase_Level": 45.09969376, + "Creatinine_Level": 1.215862236, + "LDH_Level": 193.7950717, + "Calcium_Level": 8.287094018, + "Phosphorus_Level": 4.279792402, + "Glucose_Level": 125.8494582, + "Potassium_Level": 3.906774305, + "Sodium_Level": 139.9387548, + "Smoking_Pack_Years": 1.713118967 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.34463162, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 81, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.06382554, + "White_Blood_Cell_Count": 6.169101402, + "Platelet_Count": 346.9235022, + "Albumin_Level": 4.320682685, + "Alkaline_Phosphatase_Level": 57.39185452, + "Alanine_Aminotransferase_Level": 21.20472282, + "Aspartate_Aminotransferase_Level": 24.55915212, + "Creatinine_Level": 0.910879898, + "LDH_Level": 163.9346508, + "Calcium_Level": 8.035004801, + "Phosphorus_Level": 4.451350951, + "Glucose_Level": 119.1865257, + "Potassium_Level": 3.559511206, + "Sodium_Level": 136.9907545, + "Smoking_Pack_Years": 80.90604747 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.13739942, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.06230936, + "White_Blood_Cell_Count": 8.927019453, + "Platelet_Count": 375.3350082, + "Albumin_Level": 4.386183625, + "Alkaline_Phosphatase_Level": 48.04428237, + "Alanine_Aminotransferase_Level": 9.241050102, + "Aspartate_Aminotransferase_Level": 13.76696339, + "Creatinine_Level": 0.577416927, + "LDH_Level": 173.0490351, + "Calcium_Level": 10.20493038, + "Phosphorus_Level": 2.5568747, + "Glucose_Level": 95.125024, + "Potassium_Level": 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"Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.92380596, + "White_Blood_Cell_Count": 9.572218808, + "Platelet_Count": 179.6902149, + "Albumin_Level": 3.236478197, + "Alkaline_Phosphatase_Level": 118.2459608, + "Alanine_Aminotransferase_Level": 14.80348104, + "Aspartate_Aminotransferase_Level": 33.11669184, + "Creatinine_Level": 0.909844062, + "LDH_Level": 195.8644516, + "Calcium_Level": 8.054339855, + "Phosphorus_Level": 4.789803649, + "Glucose_Level": 145.7159306, + "Potassium_Level": 3.657984678, + "Sodium_Level": 142.4529467, + "Smoking_Pack_Years": 74.10092919 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.80958448, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.04883622, + "White_Blood_Cell_Count": 4.534760294, + "Platelet_Count": 313.08757, + "Albumin_Level": 4.945654321, + "Alkaline_Phosphatase_Level": 73.67324416, + "Alanine_Aminotransferase_Level": 29.12296251, + "Aspartate_Aminotransferase_Level": 43.90198076, + "Creatinine_Level": 1.363759984, + "LDH_Level": 174.6284369, + "Calcium_Level": 9.805025169, + "Phosphorus_Level": 3.098502978, + "Glucose_Level": 125.1037563, + "Potassium_Level": 3.878184687, + "Sodium_Level": 144.1961662, + "Smoking_Pack_Years": 56.49483485 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.16894041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Potassium_Level": 4.192229297, + "Sodium_Level": 140.8758595, + "Smoking_Pack_Years": 56.95605466 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.1561983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.21450508, + "White_Blood_Cell_Count": 6.485167146, + "Platelet_Count": 185.6830599, + "Albumin_Level": 3.414922566, + "Alkaline_Phosphatase_Level": 79.1967952, + "Alanine_Aminotransferase_Level": 39.18517308, + "Aspartate_Aminotransferase_Level": 12.93710669, + "Creatinine_Level": 1.340169934, + "LDH_Level": 246.547373, + "Calcium_Level": 8.840522796, + "Phosphorus_Level": 4.623447167, + "Glucose_Level": 75.20391746, + "Potassium_Level": 4.463232113, + "Sodium_Level": 135.9180357, + "Smoking_Pack_Years": 67.14260571 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.42994085, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.40935224, + "White_Blood_Cell_Count": 4.353652083, + "Platelet_Count": 260.4083821, + "Albumin_Level": 3.419240619, + "Alkaline_Phosphatase_Level": 70.7714458, + "Alanine_Aminotransferase_Level": 27.35874476, + "Aspartate_Aminotransferase_Level": 46.17461661, + "Creatinine_Level": 0.605341745, + "LDH_Level": 102.2623348, + "Calcium_Level": 10.11213868, + "Phosphorus_Level": 4.454572714, + "Glucose_Level": 137.1374988, + "Potassium_Level": 4.617108884, + "Sodium_Level": 140.809718, + "Smoking_Pack_Years": 63.83792471 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.58342806, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.92546017, + "White_Blood_Cell_Count": 9.078753639, + "Platelet_Count": 430.152346, + "Albumin_Level": 4.445502129, + "Alkaline_Phosphatase_Level": 30.75902921, + "Alanine_Aminotransferase_Level": 16.18054069, + "Aspartate_Aminotransferase_Level": 25.20503781, + "Creatinine_Level": 0.639552759, + "LDH_Level": 130.1203608, + "Calcium_Level": 10.02645784, + "Phosphorus_Level": 3.209233817, + "Glucose_Level": 142.6982308, + "Potassium_Level": 4.741094801, + "Sodium_Level": 138.1628041, + "Smoking_Pack_Years": 87.44692546 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.39967764, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.83610274, + "White_Blood_Cell_Count": 4.07229935, + "Platelet_Count": 186.6887064, + "Albumin_Level": 4.243492889, + "Alkaline_Phosphatase_Level": 84.87661517, + "Alanine_Aminotransferase_Level": 34.72352609, + "Aspartate_Aminotransferase_Level": 26.06341685, + "Creatinine_Level": 1.243761869, + "LDH_Level": 162.8468454, + "Calcium_Level": 9.807362125, + "Phosphorus_Level": 3.400570353, + "Glucose_Level": 113.8292439, + "Potassium_Level": 3.526514621, + "Sodium_Level": 144.9364176, + "Smoking_Pack_Years": 4.221101511 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.7022615, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.9104824, + "White_Blood_Cell_Count": 7.536729681, + "Platelet_Count": 160.1335278, + "Albumin_Level": 4.326574677, + "Alkaline_Phosphatase_Level": 100.9003104, + "Alanine_Aminotransferase_Level": 32.28474313, + "Aspartate_Aminotransferase_Level": 47.7912004, + "Creatinine_Level": 0.622039354, + "LDH_Level": 182.6999984, + "Calcium_Level": 9.920988315, + "Phosphorus_Level": 4.607098467, + "Glucose_Level": 130.492172, + "Potassium_Level": 3.585417, + "Sodium_Level": 139.7440277, + "Smoking_Pack_Years": 23.46434452 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.03166065, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.05645611, + "White_Blood_Cell_Count": 5.729680182, + "Platelet_Count": 253.3128515, + "Albumin_Level": 4.910297319, + "Alkaline_Phosphatase_Level": 97.04932284, + "Alanine_Aminotransferase_Level": 32.82335907, + "Aspartate_Aminotransferase_Level": 48.93490759, + "Creatinine_Level": 1.213982857, + "LDH_Level": 246.8545439, + "Calcium_Level": 9.025850548, + "Phosphorus_Level": 4.239144195, + "Glucose_Level": 115.5268973, + "Potassium_Level": 4.355945056, + "Sodium_Level": 137.670852, + "Smoking_Pack_Years": 85.80967864 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.82205307, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.45782632, + "White_Blood_Cell_Count": 8.699588881, + "Platelet_Count": 367.3507674, + "Albumin_Level": 3.292247785, + "Alkaline_Phosphatase_Level": 105.7585451, + "Alanine_Aminotransferase_Level": 35.57836825, + "Aspartate_Aminotransferase_Level": 11.43892086, + "Creatinine_Level": 0.774536141, + "LDH_Level": 212.8611355, + "Calcium_Level": 9.699976673, + "Phosphorus_Level": 4.597503098, + "Glucose_Level": 115.9439075, + "Potassium_Level": 3.748594328, + "Sodium_Level": 140.9557267, + "Smoking_Pack_Years": 14.62349594 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.19257353, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.12226147, + "White_Blood_Cell_Count": 4.897478847, + "Platelet_Count": 395.5782103, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.46838827, + "White_Blood_Cell_Count": 8.265262955, + "Platelet_Count": 400.1000647, + "Albumin_Level": 4.835983414, + "Alkaline_Phosphatase_Level": 51.63904531, + "Alanine_Aminotransferase_Level": 33.99876024, + "Aspartate_Aminotransferase_Level": 24.9761475, + "Creatinine_Level": 0.711555795, + "LDH_Level": 237.3416822, + "Calcium_Level": 10.21016386, + "Phosphorus_Level": 2.637270498, + "Glucose_Level": 122.4362773, + "Potassium_Level": 4.353733934, + "Sodium_Level": 139.8716866, + "Smoking_Pack_Years": 94.03490362 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": 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"Former Smoker", + "Tumor_Size_mm": 79.19851741, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.58980534, + "White_Blood_Cell_Count": 8.455566728, + "Platelet_Count": 240.9372872, + "Albumin_Level": 4.80797485, + "Alkaline_Phosphatase_Level": 63.52225133, + "Alanine_Aminotransferase_Level": 20.28961749, + "Aspartate_Aminotransferase_Level": 14.17529224, + "Creatinine_Level": 0.936344471, + "LDH_Level": 224.0241365, + "Calcium_Level": 9.551065938, + "Phosphorus_Level": 4.592004905, + "Glucose_Level": 116.5797406, + "Potassium_Level": 4.410668775, + "Sodium_Level": 141.5033018, + "Smoking_Pack_Years": 5.124733801 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.27232307, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.88922505, + "White_Blood_Cell_Count": 5.189723602, + "Platelet_Count": 383.1925869, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.41162701, + "White_Blood_Cell_Count": 5.355665487, + "Platelet_Count": 166.802487, + "Albumin_Level": 3.190640422, + "Alkaline_Phosphatase_Level": 100.2513966, + "Alanine_Aminotransferase_Level": 29.32365855, + "Aspartate_Aminotransferase_Level": 44.23608332, + "Creatinine_Level": 1.034049089, + "LDH_Level": 175.546294, + "Calcium_Level": 9.975459585, + "Phosphorus_Level": 3.390050237, + "Glucose_Level": 105.6538329, + "Potassium_Level": 4.286234728, + "Sodium_Level": 139.2515846, + "Smoking_Pack_Years": 21.71924936 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.30639028, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.64918672, + "White_Blood_Cell_Count": 6.520649086, + "Platelet_Count": 213.022395, + "Albumin_Level": 4.771223502, + "Alkaline_Phosphatase_Level": 91.21013479, + "Alanine_Aminotransferase_Level": 23.86321409, + "Aspartate_Aminotransferase_Level": 18.04650652, + "Creatinine_Level": 1.396889826, + "LDH_Level": 203.6691941, + "Calcium_Level": 10.4787981, + "Phosphorus_Level": 4.223997876, + "Glucose_Level": 77.93012643, + "Potassium_Level": 4.097690276, + "Sodium_Level": 143.8077258, + "Smoking_Pack_Years": 98.47086842 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.15204139, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.83617806, + "White_Blood_Cell_Count": 3.759857418, + "Platelet_Count": 247.8290721, + "Albumin_Level": 3.490882648, + "Alkaline_Phosphatase_Level": 37.57606561, + "Alanine_Aminotransferase_Level": 14.00194337, + "Aspartate_Aminotransferase_Level": 47.0379954, + "Creatinine_Level": 1.157254784, + "LDH_Level": 242.8261949, + "Calcium_Level": 9.330561116, + "Phosphorus_Level": 2.776077357, + "Glucose_Level": 110.0506881, + "Potassium_Level": 4.308019877, + "Sodium_Level": 142.7262397, + "Smoking_Pack_Years": 7.299937965 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.28630868, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.68744695, + "White_Blood_Cell_Count": 8.168445115, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.71406043, + "White_Blood_Cell_Count": 9.479712074, + "Platelet_Count": 437.1482028, + "Albumin_Level": 4.039118414, + "Alkaline_Phosphatase_Level": 40.37455432, + "Alanine_Aminotransferase_Level": 12.03821096, + "Aspartate_Aminotransferase_Level": 39.4430494, + "Creatinine_Level": 0.863418772, + "LDH_Level": 249.1463847, + "Calcium_Level": 9.33818868, + "Phosphorus_Level": 2.911270899, + "Glucose_Level": 122.8360724, + "Potassium_Level": 3.747153836, + "Sodium_Level": 141.7042879, + "Smoking_Pack_Years": 67.61861391 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.33001207, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.85745175, + "White_Blood_Cell_Count": 9.005039269, + "Platelet_Count": 268.5729312, + "Albumin_Level": 4.034603036, + "Alkaline_Phosphatase_Level": 36.20460153, + "Alanine_Aminotransferase_Level": 12.95430036, + "Aspartate_Aminotransferase_Level": 26.49598731, + "Creatinine_Level": 0.91218703, + "LDH_Level": 151.3602714, + "Calcium_Level": 8.179364228, + "Phosphorus_Level": 2.588338529, + "Glucose_Level": 116.8040124, + "Potassium_Level": 3.548832033, + "Sodium_Level": 138.0663282, + "Smoking_Pack_Years": 78.78842821 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.08717034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.12051158, + "White_Blood_Cell_Count": 4.318712615, + "Platelet_Count": 254.5764967, + "Albumin_Level": 3.384042712, + "Alkaline_Phosphatase_Level": 92.68816467, + "Alanine_Aminotransferase_Level": 35.5314802, + "Aspartate_Aminotransferase_Level": 47.97306383, + "Creatinine_Level": 0.604447356, + "LDH_Level": 143.5444545, + "Calcium_Level": 9.142795758, + "Phosphorus_Level": 4.109037067, + "Glucose_Level": 84.87286865, + "Potassium_Level": 4.144855598, + "Sodium_Level": 144.1187261, + "Smoking_Pack_Years": 35.28769748 + }, + { 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.45079391, + "White_Blood_Cell_Count": 8.418320934, + "Platelet_Count": 190.4531169, + "Albumin_Level": 4.456556032, + "Alkaline_Phosphatase_Level": 67.19968009, + "Alanine_Aminotransferase_Level": 5.274831979, + "Aspartate_Aminotransferase_Level": 45.80187191, + "Creatinine_Level": 0.512683525, + "LDH_Level": 201.7745624, + "Calcium_Level": 9.220023684, + "Phosphorus_Level": 4.457437496, + "Glucose_Level": 102.9322015, + "Potassium_Level": 4.803671929, + "Sodium_Level": 138.3532542, + "Smoking_Pack_Years": 41.26512135 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.23414665, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 17.43533638, + "White_Blood_Cell_Count": 8.641485441, + "Platelet_Count": 431.3082456, + "Albumin_Level": 3.341351101, + "Alkaline_Phosphatase_Level": 101.4117427, + "Alanine_Aminotransferase_Level": 31.08358527, + "Aspartate_Aminotransferase_Level": 16.32340474, + "Creatinine_Level": 1.420561762, + "LDH_Level": 190.3004543, + "Calcium_Level": 9.54336401, + "Phosphorus_Level": 4.230597949, + "Glucose_Level": 87.76831079, + "Potassium_Level": 4.452426721, + "Sodium_Level": 139.2915141, + "Smoking_Pack_Years": 19.44404392 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.70828987, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.78295804, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.64346488, + "White_Blood_Cell_Count": 8.004624532, + "Platelet_Count": 402.5846622, + "Albumin_Level": 4.980519452, + "Alkaline_Phosphatase_Level": 30.32377975, + "Alanine_Aminotransferase_Level": 29.91684426, + "Aspartate_Aminotransferase_Level": 46.04438848, + "Creatinine_Level": 1.415239612, + "LDH_Level": 144.430289, + "Calcium_Level": 8.686709894, + "Phosphorus_Level": 3.461341068, + "Glucose_Level": 126.5058752, + "Potassium_Level": 4.250584, + "Sodium_Level": 142.5144585, + "Smoking_Pack_Years": 83.43593407 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.89367796, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.52801329, + "White_Blood_Cell_Count": 6.820491451, + "Platelet_Count": 327.1514794, + "Albumin_Level": 4.146425741, + "Alkaline_Phosphatase_Level": 43.89131666, + "Alanine_Aminotransferase_Level": 22.18389014, + "Aspartate_Aminotransferase_Level": 18.38614397, + "Creatinine_Level": 0.910434769, + "LDH_Level": 154.2039744, + "Calcium_Level": 8.614776051, + "Phosphorus_Level": 2.522536063, + "Glucose_Level": 147.6001311, + "Potassium_Level": 4.265552845, + "Sodium_Level": 140.3607628, + "Smoking_Pack_Years": 70.67485635 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.45768998, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.06661054, + "White_Blood_Cell_Count": 6.473173841, + "Platelet_Count": 420.047048, + "Albumin_Level": 3.205761987, + "Alkaline_Phosphatase_Level": 64.14485783, + "Alanine_Aminotransferase_Level": 16.41143942, + "Aspartate_Aminotransferase_Level": 27.76865245, + "Creatinine_Level": 0.61595088, + "LDH_Level": 195.8687203, + "Calcium_Level": 9.852971184, + "Phosphorus_Level": 2.989473897, + "Glucose_Level": 131.443895, + "Potassium_Level": 4.425749388, + "Sodium_Level": 135.0814079, + "Smoking_Pack_Years": 85.11312699 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.24997777, + "Tumor_Location": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.91785799, + "White_Blood_Cell_Count": 9.901869239, + "Platelet_Count": 447.1558599, + "Albumin_Level": 3.744622271, + "Alkaline_Phosphatase_Level": 41.96027062, + "Alanine_Aminotransferase_Level": 29.70756622, + "Aspartate_Aminotransferase_Level": 28.63862115, + "Creatinine_Level": 1.175520466, + "LDH_Level": 145.945886, + "Calcium_Level": 8.169640507, + "Phosphorus_Level": 3.57109967, + "Glucose_Level": 90.36902693, + "Potassium_Level": 4.105748832, + "Sodium_Level": 135.951533, + "Smoking_Pack_Years": 49.21904925 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.99292512, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.94523022, + "White_Blood_Cell_Count": 7.718347126, + "Platelet_Count": 359.2014725, + "Albumin_Level": 3.63454188, + "Alkaline_Phosphatase_Level": 43.30112067, + "Alanine_Aminotransferase_Level": 14.87686051, + "Aspartate_Aminotransferase_Level": 21.97227425, + "Creatinine_Level": 1.229230444, + "LDH_Level": 237.1793206, + "Calcium_Level": 9.441342263, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 117.0450454, + "Alanine_Aminotransferase_Level": 36.35850805, + "Aspartate_Aminotransferase_Level": 26.82799574, + "Creatinine_Level": 0.939454978, + "LDH_Level": 157.4157936, + "Calcium_Level": 8.991672682, + "Phosphorus_Level": 4.474374541, + "Glucose_Level": 109.9624269, + "Potassium_Level": 4.780815616, + "Sodium_Level": 143.4855752, + "Smoking_Pack_Years": 88.72948706 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.79458879, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.7850746, + "White_Blood_Cell_Count": 7.37528883, + "Platelet_Count": 382.6847028, + "Albumin_Level": 4.421773375, + "Alkaline_Phosphatase_Level": 41.18489065, + "Alanine_Aminotransferase_Level": 9.202667741, + "Aspartate_Aminotransferase_Level": 32.10818257, + "Creatinine_Level": 1.126881022, + "LDH_Level": 180.2202858, + "Calcium_Level": 8.459021951, + "Phosphorus_Level": 2.937057307, + "Glucose_Level": 75.97524239, + "Potassium_Level": 4.881346627, + "Sodium_Level": 140.183867, + "Smoking_Pack_Years": 33.44709607 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.15526533, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.77425932, + "White_Blood_Cell_Count": 4.173889516, + "Platelet_Count": 306.1149692, + "Albumin_Level": 4.412506796, + "Alkaline_Phosphatase_Level": 92.49358811, + "Alanine_Aminotransferase_Level": 34.5407901, + "Aspartate_Aminotransferase_Level": 32.87032951, + "Creatinine_Level": 1.364581107, + "LDH_Level": 175.8266141, + 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"Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.38325282, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.15586492, + "White_Blood_Cell_Count": 8.557058441, + "Platelet_Count": 350.1769702, + "Albumin_Level": 4.032801833, + "Alkaline_Phosphatase_Level": 96.96397688, + "Alanine_Aminotransferase_Level": 30.88180484, + "Aspartate_Aminotransferase_Level": 23.12360594, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.27423038, + "White_Blood_Cell_Count": 5.196037282, + "Platelet_Count": 180.5400779, + "Albumin_Level": 4.154326885, + "Alkaline_Phosphatase_Level": 80.46638966, + "Alanine_Aminotransferase_Level": 20.41199084, + "Aspartate_Aminotransferase_Level": 43.94676464, + "Creatinine_Level": 1.270721662, + "LDH_Level": 112.378043, + "Calcium_Level": 9.408424551, + "Phosphorus_Level": 3.293472736, + "Glucose_Level": 122.9866553, + "Potassium_Level": 3.835989001, + "Sodium_Level": 136.2581425, + "Smoking_Pack_Years": 75.18968574 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.65819875, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.84891092, + "White_Blood_Cell_Count": 4.975032236, + "Platelet_Count": 245.8276368, + "Albumin_Level": 4.201046034, + "Alkaline_Phosphatase_Level": 64.94069155, + "Alanine_Aminotransferase_Level": 32.18871722, + "Aspartate_Aminotransferase_Level": 44.12747734, + "Creatinine_Level": 0.589264876, + "LDH_Level": 127.8393696, + "Calcium_Level": 10.401683, + "Phosphorus_Level": 2.805039607, + "Glucose_Level": 84.00940507, + "Potassium_Level": 4.864358658, + "Sodium_Level": 140.7745548, + "Smoking_Pack_Years": 41.7268837 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.24009091, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.78764224, + "White_Blood_Cell_Count": 7.016889518, + "Platelet_Count": 256.1631607, + "Albumin_Level": 4.385321645, + "Alkaline_Phosphatase_Level": 34.03208007, + "Alanine_Aminotransferase_Level": 28.19892446, + "Aspartate_Aminotransferase_Level": 40.64100807, + "Creatinine_Level": 0.586166798, + "LDH_Level": 156.4485137, + "Calcium_Level": 8.437315224, + "Phosphorus_Level": 4.176136704, + "Glucose_Level": 128.7109701, + "Potassium_Level": 4.47102793, + "Sodium_Level": 139.6460497, + "Smoking_Pack_Years": 19.78461395 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.83734008, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.80948653, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.94678235, + "White_Blood_Cell_Count": 7.868729386, + "Platelet_Count": 314.0550149, + "Albumin_Level": 3.722227657, + "Alkaline_Phosphatase_Level": 58.66539404, + "Alanine_Aminotransferase_Level": 34.3503873, + "Aspartate_Aminotransferase_Level": 38.67939266, + "Creatinine_Level": 1.432661838, + "LDH_Level": 237.8679902, + "Calcium_Level": 8.778666889, + "Phosphorus_Level": 3.337023972, + "Glucose_Level": 74.19302061, + "Potassium_Level": 3.680356511, + "Sodium_Level": 144.1901853, + "Smoking_Pack_Years": 54.38294939 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.10275945, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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137.6822523, + "Smoking_Pack_Years": 44.4730904 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.8666549, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.6101459, + "White_Blood_Cell_Count": 4.558008617, + "Platelet_Count": 192.1256516, + "Albumin_Level": 4.370747628, + "Alkaline_Phosphatase_Level": 77.25306485, + "Alanine_Aminotransferase_Level": 14.66915728, + 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75, + "Hemoglobin_Level": 17.49094012, + "White_Blood_Cell_Count": 5.111438386, + "Platelet_Count": 298.7299268, + "Albumin_Level": 4.880205175, + "Alkaline_Phosphatase_Level": 59.76133259, + "Alanine_Aminotransferase_Level": 15.97135514, + "Aspartate_Aminotransferase_Level": 47.44011398, + "Creatinine_Level": 0.60189467, + "LDH_Level": 235.0121917, + "Calcium_Level": 8.344146425, + "Phosphorus_Level": 4.901218857, + "Glucose_Level": 77.31778119, + "Potassium_Level": 4.90660051, + "Sodium_Level": 140.1703794, + "Smoking_Pack_Years": 95.00626047 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.39175176, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.44974674, + "White_Blood_Cell_Count": 6.514517209, + "Platelet_Count": 282.6214951, + "Albumin_Level": 3.800643838, + "Alkaline_Phosphatase_Level": 89.88700998, + "Alanine_Aminotransferase_Level": 32.92653622, + "Aspartate_Aminotransferase_Level": 44.98402677, + "Creatinine_Level": 1.2660225, + "LDH_Level": 178.3570041, + "Calcium_Level": 8.31066817, + "Phosphorus_Level": 3.547795647, + "Glucose_Level": 127.9803851, + "Potassium_Level": 3.563317882, + "Sodium_Level": 144.7999817, + "Smoking_Pack_Years": 80.88380267 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.89817228, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.3178142, + "White_Blood_Cell_Count": 6.922486289, + "Platelet_Count": 355.3791682, + "Albumin_Level": 4.045828793, + "Alkaline_Phosphatase_Level": 113.1660481, + "Alanine_Aminotransferase_Level": 19.59349022, + "Aspartate_Aminotransferase_Level": 43.67975308, + "Creatinine_Level": 0.923456682, + "LDH_Level": 217.9984517, + "Calcium_Level": 9.924434773, + "Phosphorus_Level": 4.57260296, + "Glucose_Level": 142.413331, + "Potassium_Level": 3.856664835, + 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14.58971281, + "Aspartate_Aminotransferase_Level": 37.85189851, + "Creatinine_Level": 0.651448741, + "LDH_Level": 123.4580945, + "Calcium_Level": 10.1982269, + "Phosphorus_Level": 4.302308416, + "Glucose_Level": 110.3348538, + "Potassium_Level": 4.750739791, + "Sodium_Level": 136.4907637, + "Smoking_Pack_Years": 19.77269461 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.51697219, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.45761154, + "White_Blood_Cell_Count": 5.466466639, + "Platelet_Count": 449.0498403, + "Albumin_Level": 3.33737672, + "Alkaline_Phosphatase_Level": 53.89236525, + "Alanine_Aminotransferase_Level": 24.75202812, + "Aspartate_Aminotransferase_Level": 22.05098678, + "Creatinine_Level": 0.701660587, + "LDH_Level": 191.4972445, + "Calcium_Level": 9.517960126, + "Phosphorus_Level": 2.512944563, + "Glucose_Level": 117.3535534, + "Potassium_Level": 3.947540803, + "Sodium_Level": 141.4899069, + "Smoking_Pack_Years": 23.45785849 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.14313671, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.41964801, + "White_Blood_Cell_Count": 6.861599376, + "Platelet_Count": 430.9631559, + "Albumin_Level": 4.258477239, + "Alkaline_Phosphatase_Level": 46.41884553, + "Alanine_Aminotransferase_Level": 18.39037096, + "Aspartate_Aminotransferase_Level": 33.51886714, + "Creatinine_Level": 0.661985728, + "LDH_Level": 155.6160463, + "Calcium_Level": 10.22778115, + "Phosphorus_Level": 4.777513121, + "Glucose_Level": 144.3589682, + "Potassium_Level": 3.778105957, + "Sodium_Level": 136.8930832, + "Smoking_Pack_Years": 31.57330224 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.14447128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.38830389, + "White_Blood_Cell_Count": 9.352444635, + "Platelet_Count": 308.4348107, + "Albumin_Level": 4.792822353, + "Alkaline_Phosphatase_Level": 82.0433692, + "Alanine_Aminotransferase_Level": 20.76950045, + "Aspartate_Aminotransferase_Level": 27.57475483, + "Creatinine_Level": 1.463324635, + "LDH_Level": 127.1272115, + "Calcium_Level": 10.21703386, + "Phosphorus_Level": 3.697241574, + "Glucose_Level": 137.0671432, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.5110687, + "White_Blood_Cell_Count": 6.736146732, + "Platelet_Count": 364.1467612, + "Albumin_Level": 3.537961808, + "Alkaline_Phosphatase_Level": 108.9908627, + "Alanine_Aminotransferase_Level": 8.104958163, + "Aspartate_Aminotransferase_Level": 42.61511487, + "Creatinine_Level": 0.591786608, + "LDH_Level": 210.1795495, + "Calcium_Level": 10.2513497, + "Phosphorus_Level": 3.313906278, + "Glucose_Level": 70.82468107, + "Potassium_Level": 4.852472138, + "Sodium_Level": 136.0626942, + "Smoking_Pack_Years": 62.99786657 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.56233714, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.66480216, + "White_Blood_Cell_Count": 6.150946011, + "Platelet_Count": 206.2306384, + "Albumin_Level": 3.548089037, + "Alkaline_Phosphatase_Level": 42.17747681, + "Alanine_Aminotransferase_Level": 16.22589847, + "Aspartate_Aminotransferase_Level": 35.21107741, + "Creatinine_Level": 0.85479149, + "LDH_Level": 244.7347278, + "Calcium_Level": 8.102988384, + "Phosphorus_Level": 3.793732142, + "Glucose_Level": 125.7530113, + "Potassium_Level": 3.629804234, + "Sodium_Level": 143.4607065, + "Smoking_Pack_Years": 2.393509904 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.64488692, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.07826908, + "White_Blood_Cell_Count": 8.662788013, + "Platelet_Count": 343.0406863, + "Albumin_Level": 4.916404865, + "Alkaline_Phosphatase_Level": 56.17979637, 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.5881754, + "White_Blood_Cell_Count": 7.559073331, + "Platelet_Count": 341.7752472, + "Albumin_Level": 4.834421026, + "Alkaline_Phosphatase_Level": 51.5691024, + "Alanine_Aminotransferase_Level": 37.61253856, + "Aspartate_Aminotransferase_Level": 12.54396938, + "Creatinine_Level": 0.706627175, + "LDH_Level": 240.8787589, + "Calcium_Level": 8.878423658, + "Phosphorus_Level": 4.870990766, + "Glucose_Level": 117.5319517, + "Potassium_Level": 3.980424253, + "Sodium_Level": 137.405246, + "Smoking_Pack_Years": 28.52079316 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.72970137, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.96809783, + "White_Blood_Cell_Count": 7.629289455, + "Platelet_Count": 174.8473114, + "Albumin_Level": 3.773415024, + "Alkaline_Phosphatase_Level": 104.7448201, + "Alanine_Aminotransferase_Level": 6.691270747, + "Aspartate_Aminotransferase_Level": 14.01553122, + "Creatinine_Level": 1.064154756, + "LDH_Level": 104.3914378, + "Calcium_Level": 9.565757423, + "Phosphorus_Level": 4.18739766, + "Glucose_Level": 121.8416835, + "Potassium_Level": 4.308288749, + "Sodium_Level": 144.3964234, + "Smoking_Pack_Years": 76.33519491 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.22767801, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.42336954, + "White_Blood_Cell_Count": 5.002249489, + "Platelet_Count": 244.6955333, + "Albumin_Level": 4.01160394, + "Alkaline_Phosphatase_Level": 63.75741204, + "Alanine_Aminotransferase_Level": 35.29401551, + "Aspartate_Aminotransferase_Level": 13.80347631, + "Creatinine_Level": 0.83033118, + "LDH_Level": 191.6790636, + "Calcium_Level": 8.996085148, + "Phosphorus_Level": 2.674759125, + "Glucose_Level": 148.6226487, + "Potassium_Level": 4.178321756, + "Sodium_Level": 139.6203858, + "Smoking_Pack_Years": 1.973006825 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.06920074, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.42877328, + "White_Blood_Cell_Count": 6.669163293, + "Platelet_Count": 430.3387395, + "Albumin_Level": 4.173361706, + "Alkaline_Phosphatase_Level": 98.3675, + "Alanine_Aminotransferase_Level": 19.91086917, + "Aspartate_Aminotransferase_Level": 47.59373742, + "Creatinine_Level": 0.921515339, + "LDH_Level": 184.6417928, + "Calcium_Level": 8.78911055, + "Phosphorus_Level": 3.873076659, + "Glucose_Level": 99.86802998, + "Potassium_Level": 3.559155639, + "Sodium_Level": 136.0470989, + "Smoking_Pack_Years": 81.94992459 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.01104446, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.78950533, + "White_Blood_Cell_Count": 4.761277678, + "Platelet_Count": 383.2223675, + "Albumin_Level": 4.040847496, + "Alkaline_Phosphatase_Level": 62.62604196, + "Alanine_Aminotransferase_Level": 39.27169783, + "Aspartate_Aminotransferase_Level": 23.26362035, + "Creatinine_Level": 0.942666132, + "LDH_Level": 135.0506848, + "Calcium_Level": 8.8583718, + "Phosphorus_Level": 4.752705682, + "Glucose_Level": 130.777672, + "Potassium_Level": 4.521254042, + "Sodium_Level": 137.1965038, + "Smoking_Pack_Years": 19.46108092 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.74055047, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.62659818, + "White_Blood_Cell_Count": 5.898254261, + "Platelet_Count": 212.8789781, + "Albumin_Level": 4.910824943, + "Alkaline_Phosphatase_Level": 56.05973414, + "Alanine_Aminotransferase_Level": 24.46779295, + "Aspartate_Aminotransferase_Level": 46.30648327, + "Creatinine_Level": 1.379735154, + "LDH_Level": 161.4660531, + "Calcium_Level": 10.3954043, + "Phosphorus_Level": 3.000354359, + "Glucose_Level": 96.508193, + "Potassium_Level": 4.035053211, + "Sodium_Level": 142.9891451, + "Smoking_Pack_Years": 55.12090623 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.25213389, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 5, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.86284952, + "White_Blood_Cell_Count": 5.250327045, + "Platelet_Count": 396.5539574, + "Albumin_Level": 3.911336834, + "Alkaline_Phosphatase_Level": 82.01870239, + "Alanine_Aminotransferase_Level": 28.80457871, + "Aspartate_Aminotransferase_Level": 42.41462433, + "Creatinine_Level": 0.509205775, + "LDH_Level": 233.691698, + "Calcium_Level": 8.649528121, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 94.12788328, + "Alanine_Aminotransferase_Level": 35.39063637, + "Aspartate_Aminotransferase_Level": 25.03868249, + "Creatinine_Level": 1.31879112, + "LDH_Level": 208.2085238, + "Calcium_Level": 9.802584582, + "Phosphorus_Level": 4.89502332, + "Glucose_Level": 114.7619707, + "Potassium_Level": 3.639206837, + "Sodium_Level": 137.5852096, + "Smoking_Pack_Years": 91.35219668 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.26892139, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.03943029, + "White_Blood_Cell_Count": 7.848259782, + "Platelet_Count": 304.3404049, + "Albumin_Level": 4.510389504, + "Alkaline_Phosphatase_Level": 80.46508295, + "Alanine_Aminotransferase_Level": 16.54485722, + "Aspartate_Aminotransferase_Level": 36.03630728, + "Creatinine_Level": 0.986358905, + "LDH_Level": 231.9283973, + "Calcium_Level": 10.14793463, + "Phosphorus_Level": 2.914900115, + "Glucose_Level": 97.54924028, + "Potassium_Level": 4.802237308, + "Sodium_Level": 143.9981916, + "Smoking_Pack_Years": 78.76180004 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.64374524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.26140277, + "White_Blood_Cell_Count": 9.165055726, + "Platelet_Count": 206.4289313, + "Albumin_Level": 3.415484968, + "Alkaline_Phosphatase_Level": 44.60359613, + "Alanine_Aminotransferase_Level": 26.46020802, + "Aspartate_Aminotransferase_Level": 35.6356198, + "Creatinine_Level": 0.565598931, + "LDH_Level": 169.8112153, + 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"Platelet_Count": 288.3659423, + "Albumin_Level": 3.288510574, + "Alkaline_Phosphatase_Level": 35.47032326, + "Alanine_Aminotransferase_Level": 21.64317093, + "Aspartate_Aminotransferase_Level": 48.1116329, + "Creatinine_Level": 1.24427401, + "LDH_Level": 205.59996, + "Calcium_Level": 9.185776969, + "Phosphorus_Level": 3.899452675, + "Glucose_Level": 119.3637559, + "Potassium_Level": 3.515788834, + "Sodium_Level": 135.01451, + "Smoking_Pack_Years": 22.14000984 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.56030678, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.45659773, + "White_Blood_Cell_Count": 9.614779039, + "Platelet_Count": 219.7423043, + "Albumin_Level": 4.986084051, + "Alkaline_Phosphatase_Level": 30.55373034, + "Alanine_Aminotransferase_Level": 38.0001054, + "Aspartate_Aminotransferase_Level": 43.38716943, + "Creatinine_Level": 0.958011147, + "LDH_Level": 204.1264495, + "Calcium_Level": 9.397030344, + "Phosphorus_Level": 4.343973567, + "Glucose_Level": 95.98048108, + "Potassium_Level": 3.563296573, + "Sodium_Level": 140.0139795, + "Smoking_Pack_Years": 88.98270175 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.74299925, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.28453149, + "White_Blood_Cell_Count": 4.354857273, + "Platelet_Count": 175.6250494, + "Albumin_Level": 3.089950049, + "Alkaline_Phosphatase_Level": 52.0892296, + "Alanine_Aminotransferase_Level": 13.82571507, + "Aspartate_Aminotransferase_Level": 31.7669447, + "Creatinine_Level": 0.781923483, + "LDH_Level": 134.4988233, + "Calcium_Level": 9.184478588, + "Phosphorus_Level": 2.887592984, + "Glucose_Level": 75.42349545, + "Potassium_Level": 4.904802521, + "Sodium_Level": 138.3693009, + "Smoking_Pack_Years": 97.98102097 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.13405912, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.61788005, + "White_Blood_Cell_Count": 4.603144121, + "Platelet_Count": 398.7071049, + "Albumin_Level": 4.490458147, + "Alkaline_Phosphatase_Level": 76.55275544, + "Alanine_Aminotransferase_Level": 18.03295772, + "Aspartate_Aminotransferase_Level": 16.01710802, + "Creatinine_Level": 0.644493751, + "LDH_Level": 115.2562012, + "Calcium_Level": 8.67022857, + "Phosphorus_Level": 4.021084831, + "Glucose_Level": 131.8503432, + "Potassium_Level": 3.894891747, + "Sodium_Level": 143.8293594, + "Smoking_Pack_Years": 41.91136386 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.98359722, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.05158695, + "White_Blood_Cell_Count": 7.261908698, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.28168468, + "White_Blood_Cell_Count": 6.614182066, + "Platelet_Count": 325.9919495, + "Albumin_Level": 3.368910866, + "Alkaline_Phosphatase_Level": 86.35582062, + "Alanine_Aminotransferase_Level": 21.22328062, + "Aspartate_Aminotransferase_Level": 17.29881948, + "Creatinine_Level": 0.676806419, + "LDH_Level": 155.9074378, + "Calcium_Level": 8.602155785, + "Phosphorus_Level": 4.565176527, + "Glucose_Level": 140.5245605, + "Potassium_Level": 4.10487964, + "Sodium_Level": 135.9531441, + "Smoking_Pack_Years": 56.28434207 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.57019511, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.66782832, + "White_Blood_Cell_Count": 5.779874157, + "Platelet_Count": 444.9955729, + "Albumin_Level": 4.518785199, + "Alkaline_Phosphatase_Level": 30.9323598, + "Alanine_Aminotransferase_Level": 23.10197525, + "Aspartate_Aminotransferase_Level": 47.06509072, + "Creatinine_Level": 1.404031958, + "LDH_Level": 247.7029042, + "Calcium_Level": 8.662047843, + "Phosphorus_Level": 4.943619308, + "Glucose_Level": 116.7223025, + "Potassium_Level": 4.39831136, + "Sodium_Level": 136.2392479, + "Smoking_Pack_Years": 94.75836536 + }, + { 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0.557834573, + "LDH_Level": 196.6472516, + "Calcium_Level": 10.34038811, + "Phosphorus_Level": 3.534042089, + "Glucose_Level": 126.0889618, + "Potassium_Level": 3.674233696, + "Sodium_Level": 138.6767053, + "Smoking_Pack_Years": 57.70554651 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.86458271, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.74320482, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.18626929, + "White_Blood_Cell_Count": 5.68528876, + "Platelet_Count": 260.089792, + "Albumin_Level": 4.652296904, + "Alkaline_Phosphatase_Level": 82.79963334, + "Alanine_Aminotransferase_Level": 8.30036913, + "Aspartate_Aminotransferase_Level": 30.69418578, + "Creatinine_Level": 1.272099027, + "LDH_Level": 187.6748913, + "Calcium_Level": 9.48284083, + "Phosphorus_Level": 3.055783129, + "Glucose_Level": 141.0183736, + "Potassium_Level": 4.438697301, + "Sodium_Level": 139.1445957, + "Smoking_Pack_Years": 6.783410394 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.29357581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.52629612, + "White_Blood_Cell_Count": 6.701914452, + "Platelet_Count": 352.9883749, + "Albumin_Level": 4.074529229, + "Alkaline_Phosphatase_Level": 91.90344237, + "Alanine_Aminotransferase_Level": 7.609937258, + "Aspartate_Aminotransferase_Level": 35.10971384, + "Creatinine_Level": 1.089244031, + "LDH_Level": 124.383723, + "Calcium_Level": 9.766636245, + "Phosphorus_Level": 2.912498087, + "Glucose_Level": 117.4002956, + "Potassium_Level": 4.616089457, + "Sodium_Level": 136.5119916, + "Smoking_Pack_Years": 15.13222033 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.97408094, + "White_Blood_Cell_Count": 6.599009755, + "Platelet_Count": 385.8704193, + "Albumin_Level": 3.606266422, + "Alkaline_Phosphatase_Level": 42.80555439, + "Alanine_Aminotransferase_Level": 36.35254201, + "Aspartate_Aminotransferase_Level": 32.28976091, + "Creatinine_Level": 1.448412424, + "LDH_Level": 229.4132155, + "Calcium_Level": 9.472890546, + "Phosphorus_Level": 3.896951561, + "Glucose_Level": 146.1806815, + "Potassium_Level": 4.780029172, + "Sodium_Level": 138.0380415, + "Smoking_Pack_Years": 58.24169597 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.3471007, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.90870193, + "White_Blood_Cell_Count": 3.50494067, + "Platelet_Count": 183.7745813, + "Albumin_Level": 4.445082734, + "Alkaline_Phosphatase_Level": 119.6330872, + "Alanine_Aminotransferase_Level": 24.98972134, + "Aspartate_Aminotransferase_Level": 32.36936753, + "Creatinine_Level": 1.252562185, + "LDH_Level": 209.4814053, + "Calcium_Level": 9.457305752, + "Phosphorus_Level": 4.335598735, + "Glucose_Level": 89.71446068, + "Potassium_Level": 4.059935065, + "Sodium_Level": 144.2396495, + "Smoking_Pack_Years": 56.46720863 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.3935175, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.32166316, + "White_Blood_Cell_Count": 5.096328169, + "Platelet_Count": 371.2052429, + "Albumin_Level": 3.691784324, + "Alkaline_Phosphatase_Level": 45.19772973, + "Alanine_Aminotransferase_Level": 9.669626059, + "Aspartate_Aminotransferase_Level": 21.42730867, + "Creatinine_Level": 0.919981395, + "LDH_Level": 170.8350717, + "Calcium_Level": 10.13169272, + "Phosphorus_Level": 4.210528852, + "Glucose_Level": 74.16886998, + "Potassium_Level": 3.516271952, + "Sodium_Level": 137.914765, + "Smoking_Pack_Years": 40.60161127 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.90989924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.83640035, + "White_Blood_Cell_Count": 8.018261173, + "Platelet_Count": 394.4072843, + "Albumin_Level": 4.137618281, + "Alkaline_Phosphatase_Level": 109.7711801, + "Alanine_Aminotransferase_Level": 34.26945181, + "Aspartate_Aminotransferase_Level": 29.22708214, + "Creatinine_Level": 0.597431621, + "LDH_Level": 126.0688574, + "Calcium_Level": 8.443811951, + "Phosphorus_Level": 3.009769606, + "Glucose_Level": 71.1409574, + "Potassium_Level": 3.640694805, + "Sodium_Level": 142.8689329, + "Smoking_Pack_Years": 41.50881407 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.05771584, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.84718034, + "White_Blood_Cell_Count": 9.881423227, + "Platelet_Count": 440.8514807, + "Albumin_Level": 3.179744383, + "Alkaline_Phosphatase_Level": 32.25042009, + "Alanine_Aminotransferase_Level": 5.398795357, + "Aspartate_Aminotransferase_Level": 30.72658745, + "Creatinine_Level": 1.014600928, + "LDH_Level": 214.1589981, + "Calcium_Level": 8.346294664, + "Phosphorus_Level": 3.032628484, + "Glucose_Level": 129.0660408, + "Potassium_Level": 3.991242527, + "Sodium_Level": 143.1453889, + "Smoking_Pack_Years": 30.26184118 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.02429192, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 96, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.04446364, + "White_Blood_Cell_Count": 5.413866819, + "Platelet_Count": 252.7349571, + "Albumin_Level": 3.229071857, + "Alkaline_Phosphatase_Level": 40.81850531, + "Alanine_Aminotransferase_Level": 6.377668746, + "Aspartate_Aminotransferase_Level": 27.9112094, + "Creatinine_Level": 0.726432722, + "LDH_Level": 230.0738634, + "Calcium_Level": 10.31073129, + "Phosphorus_Level": 2.725780815, + "Glucose_Level": 122.4149423, + "Potassium_Level": 4.164732313, + "Sodium_Level": 139.4667342, + "Smoking_Pack_Years": 15.53709974 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.70232724, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.71792351, + "White_Blood_Cell_Count": 6.5939043, + "Platelet_Count": 390.8599732, + "Albumin_Level": 3.372224912, + "Alkaline_Phosphatase_Level": 115.5759413, + "Alanine_Aminotransferase_Level": 6.568700765, + "Aspartate_Aminotransferase_Level": 17.83072792, + "Creatinine_Level": 0.977898211, + "LDH_Level": 154.4686534, + "Calcium_Level": 10.17981583, + "Phosphorus_Level": 4.047778762, + "Glucose_Level": 99.82899537, + "Potassium_Level": 3.944488208, + "Sodium_Level": 137.2163179, + "Smoking_Pack_Years": 7.83761123 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.48895348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.82511595, + "White_Blood_Cell_Count": 8.077532507, + "Platelet_Count": 182.1631194, + "Albumin_Level": 3.091862783, + "Alkaline_Phosphatase_Level": 49.09955342, + "Alanine_Aminotransferase_Level": 14.34755448, + "Aspartate_Aminotransferase_Level": 49.58746697, + "Creatinine_Level": 0.659361671, + "LDH_Level": 190.8322979, + "Calcium_Level": 9.844782885, + "Phosphorus_Level": 2.929635219, + "Glucose_Level": 130.9862405, + "Potassium_Level": 3.774857603, + "Sodium_Level": 144.5760384, + "Smoking_Pack_Years": 11.67744246 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.5478754, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 23.89941164, + "Creatinine_Level": 0.88435445, + "LDH_Level": 239.4251035, + "Calcium_Level": 9.178315656, + "Phosphorus_Level": 4.890652263, + "Glucose_Level": 122.9101851, + "Potassium_Level": 3.754222856, + "Sodium_Level": 142.7237521, + "Smoking_Pack_Years": 26.00026546 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.00935461, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 104, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.15138387, + "White_Blood_Cell_Count": 4.882852724, + "Platelet_Count": 316.2361825, + "Albumin_Level": 3.450968319, + "Alkaline_Phosphatase_Level": 100.827142, + "Alanine_Aminotransferase_Level": 23.52448915, + "Aspartate_Aminotransferase_Level": 26.56295918, + "Creatinine_Level": 0.840928362, + "LDH_Level": 176.9143941, + "Calcium_Level": 8.704123805, + "Phosphorus_Level": 3.37530634, + "Glucose_Level": 111.1210449, + "Potassium_Level": 4.417949575, + "Sodium_Level": 138.1189145, + "Smoking_Pack_Years": 7.568521732 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.63996392, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.63066501, + "White_Blood_Cell_Count": 6.299123858, + "Platelet_Count": 182.7696977, + "Albumin_Level": 3.062558015, + "Alkaline_Phosphatase_Level": 48.72785529, + "Alanine_Aminotransferase_Level": 21.09877419, + "Aspartate_Aminotransferase_Level": 10.76288314, + "Creatinine_Level": 1.292147321, + "LDH_Level": 170.5977709, + "Calcium_Level": 9.302153997, + "Phosphorus_Level": 4.453167843, + "Glucose_Level": 106.5147191, + "Potassium_Level": 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"Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.60980491, + "White_Blood_Cell_Count": 5.670451459, + "Platelet_Count": 219.4481266, + "Albumin_Level": 4.825590602, + "Alkaline_Phosphatase_Level": 69.70105948, + "Alanine_Aminotransferase_Level": 9.433916358, + "Aspartate_Aminotransferase_Level": 44.45551947, + "Creatinine_Level": 1.160105689, + "LDH_Level": 144.1748928, + "Calcium_Level": 10.11876719, + "Phosphorus_Level": 2.889046385, + "Glucose_Level": 74.93202158, + "Potassium_Level": 4.204868541, + "Sodium_Level": 140.6491295, + "Smoking_Pack_Years": 87.85325071 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.91141879, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.67202825, + "White_Blood_Cell_Count": 7.061548559, + "Platelet_Count": 340.97583, + "Albumin_Level": 3.784671631, + "Alkaline_Phosphatase_Level": 115.8168952, + "Alanine_Aminotransferase_Level": 27.67832971, + "Aspartate_Aminotransferase_Level": 46.70395601, + "Creatinine_Level": 1.114333516, + "LDH_Level": 159.9732711, + "Calcium_Level": 10.26964987, + "Phosphorus_Level": 2.950832918, + "Glucose_Level": 143.0579198, + "Potassium_Level": 4.003137107, + "Sodium_Level": 137.2146115, + "Smoking_Pack_Years": 97.35087089 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.09935777, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.72991982, + "White_Blood_Cell_Count": 4.780348905, + "Platelet_Count": 204.3262378, + "Albumin_Level": 3.142401663, + "Alkaline_Phosphatase_Level": 98.02976684, + "Alanine_Aminotransferase_Level": 38.63325452, + "Aspartate_Aminotransferase_Level": 48.86085853, + "Creatinine_Level": 1.074074573, + "LDH_Level": 182.1262751, + "Calcium_Level": 9.565723635, + "Phosphorus_Level": 2.842835818, + "Glucose_Level": 105.3974393, + "Potassium_Level": 4.440556361, + "Sodium_Level": 139.4497214, + "Smoking_Pack_Years": 32.8315227 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.26310338, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.61866334, + "White_Blood_Cell_Count": 3.764603887, + "Platelet_Count": 321.5509094, + "Albumin_Level": 4.622959761, + "Alkaline_Phosphatase_Level": 82.99160129, + "Alanine_Aminotransferase_Level": 11.50539786, + "Aspartate_Aminotransferase_Level": 22.3579869, + "Creatinine_Level": 1.145880978, + "LDH_Level": 108.6074207, + "Calcium_Level": 8.69422118, + "Phosphorus_Level": 3.012987233, + "Glucose_Level": 109.9798915, + "Potassium_Level": 4.058622286, + "Sodium_Level": 144.1905595, + "Smoking_Pack_Years": 94.61189151 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.16208252, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.24547185, + "White_Blood_Cell_Count": 4.333582956, + "Platelet_Count": 290.6060841, + "Albumin_Level": 4.482160475, + "Alkaline_Phosphatase_Level": 115.2804618, + "Alanine_Aminotransferase_Level": 17.52491183, + "Aspartate_Aminotransferase_Level": 23.69434709, + "Creatinine_Level": 0.626329212, + "LDH_Level": 105.5963748, + "Calcium_Level": 8.779200334, + "Phosphorus_Level": 3.859365233, + "Glucose_Level": 120.7641255, + "Potassium_Level": 3.957846713, + "Sodium_Level": 137.8506658, + "Smoking_Pack_Years": 11.27857985 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.31481784, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.85320197, + "White_Blood_Cell_Count": 6.036064177, + "Platelet_Count": 233.115981, + "Albumin_Level": 3.441283905, + "Alkaline_Phosphatase_Level": 53.36250833, + "Alanine_Aminotransferase_Level": 39.64932413, + "Aspartate_Aminotransferase_Level": 47.0150939, + "Creatinine_Level": 0.675174259, + "LDH_Level": 242.2878708, + "Calcium_Level": 8.013569618, + "Phosphorus_Level": 3.792002351, + "Glucose_Level": 89.16075248, + "Potassium_Level": 4.603612593, + "Sodium_Level": 138.3047969, + "Smoking_Pack_Years": 70.83395243 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.79629588, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.22009609, + "White_Blood_Cell_Count": 4.933020391, + "Platelet_Count": 196.1128514, + "Albumin_Level": 3.492561913, + "Alkaline_Phosphatase_Level": 59.40520743, + "Alanine_Aminotransferase_Level": 29.29667431, + "Aspartate_Aminotransferase_Level": 45.48210827, + "Creatinine_Level": 1.253195432, + "LDH_Level": 221.4179376, + "Calcium_Level": 9.522090355, + "Phosphorus_Level": 4.699575608, + "Glucose_Level": 128.7185757, + "Potassium_Level": 3.844846314, + "Sodium_Level": 137.205165, + "Smoking_Pack_Years": 76.26426673 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.85957188, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.09512678, + "White_Blood_Cell_Count": 4.136503398, + "Platelet_Count": 398.6226549, + "Albumin_Level": 4.350407428, + "Alkaline_Phosphatase_Level": 78.78001019, + "Alanine_Aminotransferase_Level": 8.274219684, + "Aspartate_Aminotransferase_Level": 33.3837382, + "Creatinine_Level": 0.810543746, + "LDH_Level": 232.2017443, + "Calcium_Level": 8.29181091, + "Phosphorus_Level": 3.95232258, + "Glucose_Level": 101.0910561, + "Potassium_Level": 4.059764313, + "Sodium_Level": 142.4843095, + "Smoking_Pack_Years": 25.24634745 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.36129984, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.10986353, + "White_Blood_Cell_Count": 5.797832028, + "Platelet_Count": 162.8174863, + "Albumin_Level": 4.974907029, + "Alkaline_Phosphatase_Level": 73.13846245, + "Alanine_Aminotransferase_Level": 22.96581225, + "Aspartate_Aminotransferase_Level": 22.49837205, + "Creatinine_Level": 0.666461495, + "LDH_Level": 182.8964741, + "Calcium_Level": 8.972861016, + "Phosphorus_Level": 3.029576591, + "Glucose_Level": 76.23899235, + "Potassium_Level": 4.209863672, + "Sodium_Level": 139.1747445, + "Smoking_Pack_Years": 50.95808398 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.07873657, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.33052155, + "White_Blood_Cell_Count": 6.452902465, + "Platelet_Count": 285.1253717, + "Albumin_Level": 3.637968876, + "Alkaline_Phosphatase_Level": 54.35395419, + "Alanine_Aminotransferase_Level": 38.33609994, + "Aspartate_Aminotransferase_Level": 37.82683201, + "Creatinine_Level": 1.159625203, + "LDH_Level": 229.82109, + "Calcium_Level": 9.876614239, + "Phosphorus_Level": 3.197551039, + "Glucose_Level": 147.3065279, + "Potassium_Level": 4.395537182, + "Sodium_Level": 142.8123693, + "Smoking_Pack_Years": 25.37735584 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.344826, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.07248943, + "White_Blood_Cell_Count": 7.851862469, + "Platelet_Count": 300.0292436, + "Albumin_Level": 3.400064396, + "Alkaline_Phosphatase_Level": 82.90889917, + "Alanine_Aminotransferase_Level": 20.72414456, + "Aspartate_Aminotransferase_Level": 24.22399862, + "Creatinine_Level": 0.592879224, + "LDH_Level": 109.6495333, + "Calcium_Level": 9.708706259, + "Phosphorus_Level": 3.678585892, + "Glucose_Level": 70.18448167, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.96505793, + "White_Blood_Cell_Count": 8.231646816, + "Platelet_Count": 420.7570896, + "Albumin_Level": 3.734278292, + "Alkaline_Phosphatase_Level": 104.97578, + "Alanine_Aminotransferase_Level": 39.49282541, + "Aspartate_Aminotransferase_Level": 24.91415216, + "Creatinine_Level": 0.960457024, + "LDH_Level": 110.9722379, + "Calcium_Level": 8.510274136, + "Phosphorus_Level": 3.271323775, + "Glucose_Level": 147.1062175, + "Potassium_Level": 4.417877022, + "Sodium_Level": 142.8238234, + "Smoking_Pack_Years": 68.30484857 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.95616102, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.2217855, + "White_Blood_Cell_Count": 8.167898494, + "Platelet_Count": 167.3990539, + "Albumin_Level": 4.007712347, + "Alkaline_Phosphatase_Level": 98.10421053, + "Alanine_Aminotransferase_Level": 25.71156796, + "Aspartate_Aminotransferase_Level": 46.16266735, + "Creatinine_Level": 0.692008965, + "LDH_Level": 191.0178894, + "Calcium_Level": 9.533207963, + "Phosphorus_Level": 4.639482243, + "Glucose_Level": 115.7276945, + "Potassium_Level": 4.772172112, + "Sodium_Level": 141.8081228, + "Smoking_Pack_Years": 64.67079923 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.10067257, + "Tumor_Location": 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"Glucose_Level": 76.37889373, + "Potassium_Level": 4.727251015, + "Sodium_Level": 138.3311512, + "Smoking_Pack_Years": 95.99497163 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.30778802, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.6177013, + "White_Blood_Cell_Count": 9.457022147, + "Platelet_Count": 270.0702292, + "Albumin_Level": 3.016275342, + "Alkaline_Phosphatase_Level": 46.40313943, + "Alanine_Aminotransferase_Level": 36.61765785, + "Aspartate_Aminotransferase_Level": 28.61021203, + "Creatinine_Level": 1.219065487, + "LDH_Level": 233.8933515, + "Calcium_Level": 9.602895926, + "Phosphorus_Level": 4.858209517, + "Glucose_Level": 136.955228, + "Potassium_Level": 4.016181852, + "Sodium_Level": 143.03624, + "Smoking_Pack_Years": 73.86719153 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.2100528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.68179309, + "White_Blood_Cell_Count": 7.282505139, + "Platelet_Count": 323.7461281, + "Albumin_Level": 3.885327878, + "Alkaline_Phosphatase_Level": 67.41040282, + "Alanine_Aminotransferase_Level": 13.61260739, + "Aspartate_Aminotransferase_Level": 22.9253544, + "Creatinine_Level": 1.091963626, + "LDH_Level": 177.8369069, + "Calcium_Level": 8.871062909, + "Phosphorus_Level": 4.784228386, + "Glucose_Level": 131.9071114, + "Potassium_Level": 3.842724223, + "Sodium_Level": 141.1482403, + "Smoking_Pack_Years": 91.94214133 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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3.152824147, + "Glucose_Level": 131.6745483, + "Potassium_Level": 4.295625253, + "Sodium_Level": 139.3960899, + "Smoking_Pack_Years": 98.87828895 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.34196557, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.01264446, + "White_Blood_Cell_Count": 5.940591129, + "Platelet_Count": 376.6037858, + "Albumin_Level": 4.740815438, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.61806202, + "White_Blood_Cell_Count": 5.998086215, + "Platelet_Count": 308.7177116, + "Albumin_Level": 4.492094363, + "Alkaline_Phosphatase_Level": 108.8800525, + "Alanine_Aminotransferase_Level": 8.736487753, + "Aspartate_Aminotransferase_Level": 42.50557006, + "Creatinine_Level": 1.145011399, + "LDH_Level": 219.2708629, + "Calcium_Level": 9.805559232, + "Phosphorus_Level": 3.295258205, + "Glucose_Level": 129.7752568, + "Potassium_Level": 4.072561109, + "Sodium_Level": 144.2674089, + "Smoking_Pack_Years": 6.769399525 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.599988521, + "Phosphorus_Level": 4.742475084, + "Glucose_Level": 128.7301381, + "Potassium_Level": 3.6598363, + "Sodium_Level": 137.6082435, + "Smoking_Pack_Years": 76.27357503 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.67175424, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.61877715, + "White_Blood_Cell_Count": 6.121670689, + "Platelet_Count": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.23329115, + "White_Blood_Cell_Count": 8.59177638, + "Platelet_Count": 157.0564281, + "Albumin_Level": 3.932189895, + "Alkaline_Phosphatase_Level": 60.98723454, + "Alanine_Aminotransferase_Level": 13.88824586, + "Aspartate_Aminotransferase_Level": 38.52427933, + "Creatinine_Level": 1.433035468, + "LDH_Level": 108.1076945, + "Calcium_Level": 9.345293486, + "Phosphorus_Level": 3.399039338, + "Glucose_Level": 73.34696164, + "Potassium_Level": 4.480072817, + "Sodium_Level": 144.6478399, + "Smoking_Pack_Years": 88.47257151 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.14369569, + "White_Blood_Cell_Count": 9.861991043, + "Platelet_Count": 356.9034538, + "Albumin_Level": 4.66241186, + "Alkaline_Phosphatase_Level": 65.67138205, + "Alanine_Aminotransferase_Level": 38.81962034, + "Aspartate_Aminotransferase_Level": 49.8107908, + "Creatinine_Level": 0.818139083, + "LDH_Level": 103.5303153, + "Calcium_Level": 8.045477527, + "Phosphorus_Level": 3.96548766, + "Glucose_Level": 117.2076081, + "Potassium_Level": 4.043129269, + "Sodium_Level": 140.7666004, + "Smoking_Pack_Years": 91.58904454 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.46313325, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.16510216, + "White_Blood_Cell_Count": 4.198226461, + "Platelet_Count": 204.6122272, + "Albumin_Level": 4.494447089, + "Alkaline_Phosphatase_Level": 58.08887429, + "Alanine_Aminotransferase_Level": 14.52019656, + "Aspartate_Aminotransferase_Level": 33.75980271, + "Creatinine_Level": 0.967007508, + "LDH_Level": 191.8500471, 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.3473015, + "White_Blood_Cell_Count": 8.126393787, + "Platelet_Count": 313.6703245, + "Albumin_Level": 4.080470355, + "Alkaline_Phosphatase_Level": 97.99861425, + "Alanine_Aminotransferase_Level": 27.1217461, + "Aspartate_Aminotransferase_Level": 18.70760549, + "Creatinine_Level": 0.700846744, + "LDH_Level": 217.161064, + "Calcium_Level": 9.981962445, + "Phosphorus_Level": 4.212683975, + "Glucose_Level": 104.9429394, + "Potassium_Level": 4.477378086, + "Sodium_Level": 142.1157863, + "Smoking_Pack_Years": 27.55264796 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.38204345, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.41967513, + "White_Blood_Cell_Count": 6.70184653, + "Platelet_Count": 164.8665781, + "Albumin_Level": 4.998313886, + "Alkaline_Phosphatase_Level": 75.72898299, + "Alanine_Aminotransferase_Level": 22.26311625, + "Aspartate_Aminotransferase_Level": 25.95038128, + "Creatinine_Level": 1.008546594, + "LDH_Level": 223.3242405, + "Calcium_Level": 8.633716517, + "Phosphorus_Level": 2.79262116, + "Glucose_Level": 77.11610183, + "Potassium_Level": 4.956613593, + "Sodium_Level": 138.7144823, + "Smoking_Pack_Years": 52.05056541 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.09118212, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.36018416, + "White_Blood_Cell_Count": 8.882826548, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.70024825, + "White_Blood_Cell_Count": 4.003359394, + "Platelet_Count": 427.797432, + "Albumin_Level": 4.274110973, + "Alkaline_Phosphatase_Level": 98.5452151, + "Alanine_Aminotransferase_Level": 37.09491437, + "Aspartate_Aminotransferase_Level": 49.18771735, + "Creatinine_Level": 1.008377056, + "LDH_Level": 246.5553979, + "Calcium_Level": 10.27523494, + "Phosphorus_Level": 4.17689855, + "Glucose_Level": 130.4513588, + "Potassium_Level": 4.43415006, + "Sodium_Level": 139.8128482, + "Smoking_Pack_Years": 64.87522609 + }, + { + "Age": 76, + "Gender": "Female", 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"No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.73924329, + "White_Blood_Cell_Count": 7.860570569, + "Platelet_Count": 338.9504876, + "Albumin_Level": 3.901012656, + "Alkaline_Phosphatase_Level": 66.52269736, + "Alanine_Aminotransferase_Level": 26.84833959, + "Aspartate_Aminotransferase_Level": 38.68082637, + "Creatinine_Level": 0.825923499, + "LDH_Level": 193.5869252, + "Calcium_Level": 9.107186265, + "Phosphorus_Level": 3.525050928, + "Glucose_Level": 90.90720906, + "Potassium_Level": 4.038942344, + "Sodium_Level": 136.4498347, + "Smoking_Pack_Years": 61.85650598 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.47647048, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.26878755, + "White_Blood_Cell_Count": 9.553533229, + "Platelet_Count": 376.9707465, + "Albumin_Level": 4.085903786, + "Alkaline_Phosphatase_Level": 34.03251682, + "Alanine_Aminotransferase_Level": 32.4991901, + "Aspartate_Aminotransferase_Level": 40.60866343, + "Creatinine_Level": 1.184645926, + "LDH_Level": 211.8205046, + "Calcium_Level": 10.32689263, + "Phosphorus_Level": 2.75234004, + "Glucose_Level": 76.92361227, + "Potassium_Level": 3.728306065, + "Sodium_Level": 135.9639234, + "Smoking_Pack_Years": 72.22025882 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.05254129, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.9989427, + "White_Blood_Cell_Count": 4.05281503, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.40541041, + "White_Blood_Cell_Count": 5.142870109, + "Platelet_Count": 348.2770743, + "Albumin_Level": 3.005103805, + "Alkaline_Phosphatase_Level": 75.05145865, + "Alanine_Aminotransferase_Level": 11.33179901, + "Aspartate_Aminotransferase_Level": 11.95963676, + "Creatinine_Level": 0.938739207, + "LDH_Level": 120.3919621, + "Calcium_Level": 8.16877497, + "Phosphorus_Level": 3.934218865, + "Glucose_Level": 101.9388152, + "Potassium_Level": 4.439773176, + "Sodium_Level": 144.6965873, + "Smoking_Pack_Years": 71.9444855 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.13193024, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.13290636, + "White_Blood_Cell_Count": 4.091652995, + "Platelet_Count": 181.6940629, + "Albumin_Level": 4.635919905, + "Alkaline_Phosphatase_Level": 106.8001672, + "Alanine_Aminotransferase_Level": 39.84401274, + "Aspartate_Aminotransferase_Level": 34.13910224, + "Creatinine_Level": 1.014492047, + "LDH_Level": 128.1390853, + "Calcium_Level": 9.385948855, + "Phosphorus_Level": 4.155172069, + "Glucose_Level": 70.27258337, + "Potassium_Level": 3.987124091, + "Sodium_Level": 141.1652672, + "Smoking_Pack_Years": 77.6995986 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.54262116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.63383371, + "White_Blood_Cell_Count": 5.099213756, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.57078807, + "White_Blood_Cell_Count": 8.822069797, + "Platelet_Count": 378.837387, + "Albumin_Level": 3.955437577, + "Alkaline_Phosphatase_Level": 68.19314763, + "Alanine_Aminotransferase_Level": 23.5556008, + "Aspartate_Aminotransferase_Level": 30.49970789, + "Creatinine_Level": 1.455369526, + "LDH_Level": 107.9203748, + "Calcium_Level": 9.579527532, + "Phosphorus_Level": 3.524254371, + "Glucose_Level": 112.274507, + "Potassium_Level": 4.895054154, + "Sodium_Level": 144.9307742, + "Smoking_Pack_Years": 82.68743557 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.90699803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "African 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"White_Blood_Cell_Count": 7.85950006, + "Platelet_Count": 252.1785395, + "Albumin_Level": 3.834988779, + "Alkaline_Phosphatase_Level": 96.81761699, + "Alanine_Aminotransferase_Level": 36.95438385, + "Aspartate_Aminotransferase_Level": 17.10740269, + "Creatinine_Level": 0.713759513, + "LDH_Level": 129.8560184, + "Calcium_Level": 8.39521263, + "Phosphorus_Level": 3.323710283, + "Glucose_Level": 75.35322957, + "Potassium_Level": 4.085584508, + "Sodium_Level": 139.8769314, + "Smoking_Pack_Years": 48.50900305 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.75965662, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.37430583, + "White_Blood_Cell_Count": 5.52735617, + "Platelet_Count": 347.3405986, + "Albumin_Level": 3.287246162, + "Alkaline_Phosphatase_Level": 110.6785507, + "Alanine_Aminotransferase_Level": 23.0412014, + "Aspartate_Aminotransferase_Level": 22.25018507, + "Creatinine_Level": 1.329942406, + "LDH_Level": 188.0912738, + "Calcium_Level": 9.669006451, + "Phosphorus_Level": 2.652480651, + "Glucose_Level": 128.5459356, + "Potassium_Level": 3.786212302, + "Sodium_Level": 137.0569961, + "Smoking_Pack_Years": 58.52656397 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.22378511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.06011977, + "White_Blood_Cell_Count": 8.757327831, + "Platelet_Count": 354.2561122, + "Albumin_Level": 4.794873574, + "Alkaline_Phosphatase_Level": 50.70669527, + "Alanine_Aminotransferase_Level": 39.76515981, + "Aspartate_Aminotransferase_Level": 42.31737446, + "Creatinine_Level": 0.634742018, + "LDH_Level": 223.8427904, + "Calcium_Level": 8.095626704, + "Phosphorus_Level": 3.939974863, + "Glucose_Level": 146.4599945, + "Potassium_Level": 4.761568057, + "Sodium_Level": 144.1522804, + "Smoking_Pack_Years": 22.77707927 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.45669974, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.89579583, + "White_Blood_Cell_Count": 7.206834519, + "Platelet_Count": 213.8360302, + "Albumin_Level": 4.587269442, + "Alkaline_Phosphatase_Level": 116.6969471, + "Alanine_Aminotransferase_Level": 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78, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.45010521, + "White_Blood_Cell_Count": 7.66323843, + "Platelet_Count": 239.2633286, + "Albumin_Level": 4.9092981, + "Alkaline_Phosphatase_Level": 67.41336458, + "Alanine_Aminotransferase_Level": 12.38356233, + "Aspartate_Aminotransferase_Level": 44.39023033, + "Creatinine_Level": 0.988988115, + "LDH_Level": 164.3483901, + "Calcium_Level": 9.532405164, + "Phosphorus_Level": 3.538881478, + "Glucose_Level": 105.4522781, + "Potassium_Level": 4.68518963, + "Sodium_Level": 135.3318501, + "Smoking_Pack_Years": 24.95997905 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.31768159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.34999729, + "White_Blood_Cell_Count": 9.680373601, + "Platelet_Count": 424.2975627, + "Albumin_Level": 3.69835831, + "Alkaline_Phosphatase_Level": 102.7648744, + "Alanine_Aminotransferase_Level": 34.09985553, + "Aspartate_Aminotransferase_Level": 30.02054811, + "Creatinine_Level": 1.345867519, + "LDH_Level": 209.2421542, + "Calcium_Level": 9.228902134, + "Phosphorus_Level": 4.750856375, + "Glucose_Level": 135.2345697, + "Potassium_Level": 4.475029516, + "Sodium_Level": 142.641865, + "Smoking_Pack_Years": 86.05779282 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.55999061, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.0844861, + "White_Blood_Cell_Count": 5.45323034, + "Platelet_Count": 195.435695, + "Albumin_Level": 3.631089549, + "Alkaline_Phosphatase_Level": 64.91551823, + "Alanine_Aminotransferase_Level": 17.73037739, + "Aspartate_Aminotransferase_Level": 10.10240093, + "Creatinine_Level": 0.968453674, + "LDH_Level": 123.5810521, + "Calcium_Level": 9.033854746, + "Phosphorus_Level": 4.741429689, + "Glucose_Level": 147.7046849, + "Potassium_Level": 4.572022029, + "Sodium_Level": 139.7282115, + "Smoking_Pack_Years": 10.23997413 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.42184865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.84539547, + "White_Blood_Cell_Count": 7.208179254, + "Platelet_Count": 174.8708225, + "Albumin_Level": 4.66307256, + "Alkaline_Phosphatase_Level": 67.52097601, + 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"Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.68895851, + "White_Blood_Cell_Count": 6.447313894, + "Platelet_Count": 166.2686753, + "Albumin_Level": 4.919027738, + "Alkaline_Phosphatase_Level": 116.1366754, + "Alanine_Aminotransferase_Level": 23.93382777, + "Aspartate_Aminotransferase_Level": 49.87372677, + "Creatinine_Level": 1.367578368, + "LDH_Level": 202.8896941, + "Calcium_Level": 9.904472849, + "Phosphorus_Level": 3.075843642, + "Glucose_Level": 81.86061908, + "Potassium_Level": 3.516229456, + "Sodium_Level": 142.2472397, + "Smoking_Pack_Years": 23.79336655 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.83103559, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.63745315, + "White_Blood_Cell_Count": 5.816525292, + "Platelet_Count": 260.9745349, + "Albumin_Level": 4.392394087, + "Alkaline_Phosphatase_Level": 34.74493923, + "Alanine_Aminotransferase_Level": 29.71814962, + "Aspartate_Aminotransferase_Level": 35.69033592, + "Creatinine_Level": 1.2708592, + "LDH_Level": 186.6256262, + "Calcium_Level": 9.996230447, + "Phosphorus_Level": 4.178677036, + "Glucose_Level": 147.0641684, + "Potassium_Level": 3.663721989, + "Sodium_Level": 135.4236629, + "Smoking_Pack_Years": 54.72471856 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.63047318, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.92369658, + "White_Blood_Cell_Count": 6.817577981, + "Platelet_Count": 187.9881539, + "Albumin_Level": 3.184348121, + "Alkaline_Phosphatase_Level": 103.2760155, + "Alanine_Aminotransferase_Level": 24.72162602, + "Aspartate_Aminotransferase_Level": 13.80224417, + "Creatinine_Level": 1.053166878, + "LDH_Level": 118.456339, + "Calcium_Level": 8.746799201, + "Phosphorus_Level": 2.801664783, + "Glucose_Level": 118.7061371, + "Potassium_Level": 4.435968308, + "Sodium_Level": 142.816733, + "Smoking_Pack_Years": 7.692208826 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 4.946575898, + "Glucose_Level": 83.58953648, + "Potassium_Level": 3.74248445, + "Sodium_Level": 139.7498951, + "Smoking_Pack_Years": 97.49306349 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.64324128, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.10573275, + "White_Blood_Cell_Count": 6.255307893, + "Platelet_Count": 165.666937, + "Albumin_Level": 3.134292126, 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.21096475, + "White_Blood_Cell_Count": 3.939595075, + "Platelet_Count": 237.5350141, + "Albumin_Level": 3.961569003, + "Alkaline_Phosphatase_Level": 74.62834085, + "Alanine_Aminotransferase_Level": 23.826021, + "Aspartate_Aminotransferase_Level": 21.67847177, + "Creatinine_Level": 1.40026563, + "LDH_Level": 196.6077514, + "Calcium_Level": 9.254025116, + "Phosphorus_Level": 2.879878987, + "Glucose_Level": 117.4992955, + "Potassium_Level": 4.286449499, + "Sodium_Level": 143.4233434, + "Smoking_Pack_Years": 43.58572762 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.5200452, + "White_Blood_Cell_Count": 9.781404301, + "Platelet_Count": 303.8523733, + "Albumin_Level": 4.630940865, + "Alkaline_Phosphatase_Level": 111.5903742, + "Alanine_Aminotransferase_Level": 29.97220929, + "Aspartate_Aminotransferase_Level": 16.99551174, + "Creatinine_Level": 1.300597893, + "LDH_Level": 223.8390711, + "Calcium_Level": 9.02538975, + "Phosphorus_Level": 2.918849918, + "Glucose_Level": 80.43329632, + "Potassium_Level": 3.62434802, + "Sodium_Level": 142.3124649, + "Smoking_Pack_Years": 6.004502225 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.57227312, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.27135255, + "White_Blood_Cell_Count": 8.332166092, + "Platelet_Count": 283.6269946, + "Albumin_Level": 3.866721702, + "Alkaline_Phosphatase_Level": 113.6839475, + "Alanine_Aminotransferase_Level": 34.69633546, + "Aspartate_Aminotransferase_Level": 27.81026161, + "Creatinine_Level": 1.275924018, + "LDH_Level": 223.8440754, + "Calcium_Level": 10.28587755, + "Phosphorus_Level": 3.21579357, + "Glucose_Level": 105.7784511, + "Potassium_Level": 3.649908206, + "Sodium_Level": 137.1457051, + "Smoking_Pack_Years": 71.269827 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.74872459, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.8088381, + "White_Blood_Cell_Count": 6.585868269, + "Platelet_Count": 355.4687796, + "Albumin_Level": 4.060663741, + "Alkaline_Phosphatase_Level": 119.5430555, + "Alanine_Aminotransferase_Level": 11.58533972, + "Aspartate_Aminotransferase_Level": 37.06719818, + "Creatinine_Level": 1.323575843, + "LDH_Level": 148.0648612, + "Calcium_Level": 9.802289556, + "Phosphorus_Level": 2.811793124, + "Glucose_Level": 147.9162056, + "Potassium_Level": 3.664950936, + "Sodium_Level": 142.4365935, + "Smoking_Pack_Years": 59.60482405 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.96748151, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.09495586, + "White_Blood_Cell_Count": 9.965551365, + "Platelet_Count": 174.9165121, + "Albumin_Level": 3.740054725, + "Alkaline_Phosphatase_Level": 109.182648, + "Alanine_Aminotransferase_Level": 19.70333511, + "Aspartate_Aminotransferase_Level": 45.25071955, + "Creatinine_Level": 0.958455344, + "LDH_Level": 125.9267624, + "Calcium_Level": 8.640702775, + "Phosphorus_Level": 2.652955436, + "Glucose_Level": 102.0889213, + "Potassium_Level": 4.604403213, + "Sodium_Level": 144.8520267, + "Smoking_Pack_Years": 48.38126174 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.05022864, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.77578252, + "White_Blood_Cell_Count": 7.874767641, + "Platelet_Count": 304.6635071, + "Albumin_Level": 3.590260185, + "Alkaline_Phosphatase_Level": 39.33858602, + "Alanine_Aminotransferase_Level": 15.88257017, + "Aspartate_Aminotransferase_Level": 15.56982317, + "Creatinine_Level": 0.728649727, + "LDH_Level": 104.2786742, + "Calcium_Level": 8.345744572, + "Phosphorus_Level": 3.483597129, + "Glucose_Level": 73.03016913, + "Potassium_Level": 4.319179697, + "Sodium_Level": 141.5642824, + "Smoking_Pack_Years": 48.45461921 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.31892538, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.45364825, + "White_Blood_Cell_Count": 6.590588049, + "Platelet_Count": 164.0949646, + "Albumin_Level": 4.028472472, + "Alkaline_Phosphatase_Level": 38.10069448, + "Alanine_Aminotransferase_Level": 28.32090322, + "Aspartate_Aminotransferase_Level": 35.19051372, + "Creatinine_Level": 1.252567087, + "LDH_Level": 246.3357543, + "Calcium_Level": 9.947445174, + "Phosphorus_Level": 3.499117847, + "Glucose_Level": 90.18985686, + "Potassium_Level": 4.59327803, + "Sodium_Level": 139.9596703, + "Smoking_Pack_Years": 26.97492664 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.79280255, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.47934104, + "White_Blood_Cell_Count": 8.064954127, 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.48187739, + "White_Blood_Cell_Count": 4.877756754, + "Platelet_Count": 233.8493144, + "Albumin_Level": 4.215920685, + "Alkaline_Phosphatase_Level": 40.02017826, + "Alanine_Aminotransferase_Level": 22.16769407, + "Aspartate_Aminotransferase_Level": 30.76743823, + "Creatinine_Level": 1.063445354, + "LDH_Level": 193.5398468, + "Calcium_Level": 10.22774481, + "Phosphorus_Level": 2.760039206, + "Glucose_Level": 107.9177381, + "Potassium_Level": 4.631305294, + "Sodium_Level": 143.0019077, + "Smoking_Pack_Years": 5.869070921 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.58931094, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.527519, + "White_Blood_Cell_Count": 4.131800879, + "Platelet_Count": 189.3373441, + "Albumin_Level": 4.143696735, + "Alkaline_Phosphatase_Level": 46.61809792, + "Alanine_Aminotransferase_Level": 25.39943476, + "Aspartate_Aminotransferase_Level": 38.71302749, + "Creatinine_Level": 0.733912414, + "LDH_Level": 224.6443867, + "Calcium_Level": 9.111632337, + "Phosphorus_Level": 4.119376913, + "Glucose_Level": 142.0643698, + "Potassium_Level": 4.930891478, + "Sodium_Level": 135.473791, + "Smoking_Pack_Years": 28.86649504 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.12168135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.72641598, + "White_Blood_Cell_Count": 5.950511763, + "Platelet_Count": 259.4856917, + "Albumin_Level": 4.234736588, + "Alkaline_Phosphatase_Level": 118.2690598, + "Alanine_Aminotransferase_Level": 17.05049552, + "Aspartate_Aminotransferase_Level": 28.92813716, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.85513482, + "White_Blood_Cell_Count": 6.587642453, + "Platelet_Count": 260.9255505, + "Albumin_Level": 4.76449431, + "Alkaline_Phosphatase_Level": 118.4620708, + "Alanine_Aminotransferase_Level": 27.19606758, + "Aspartate_Aminotransferase_Level": 34.64739639, + "Creatinine_Level": 0.895313482, + "LDH_Level": 198.6956873, + "Calcium_Level": 8.60113098, + "Phosphorus_Level": 3.824661048, + "Glucose_Level": 130.0807643, + "Potassium_Level": 4.111532425, + "Sodium_Level": 135.3380351, + "Smoking_Pack_Years": 95.95011978 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.61953808, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", 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1.352681357, + "LDH_Level": 156.0603762, + "Calcium_Level": 8.271802294, + "Phosphorus_Level": 4.155350075, + "Glucose_Level": 108.8992127, + "Potassium_Level": 3.76797628, + "Sodium_Level": 135.8344506, + "Smoking_Pack_Years": 53.84770138 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.79558023, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.26763079, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.37512491, + "White_Blood_Cell_Count": 8.869521104, + "Platelet_Count": 331.8737993, + "Albumin_Level": 4.989281359, + "Alkaline_Phosphatase_Level": 64.68266882, + "Alanine_Aminotransferase_Level": 34.2185822, + "Aspartate_Aminotransferase_Level": 22.54678727, + "Creatinine_Level": 1.201448142, + "LDH_Level": 224.1606611, + "Calcium_Level": 9.218945629, + "Phosphorus_Level": 2.744924438, + "Glucose_Level": 90.70740149, + "Potassium_Level": 4.796112632, + "Sodium_Level": 143.849201, + "Smoking_Pack_Years": 96.50823108 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.95344698, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.8165927, + "White_Blood_Cell_Count": 9.901077166, + "Platelet_Count": 338.9158242, + "Albumin_Level": 3.853296511, + "Alkaline_Phosphatase_Level": 53.55003781, + "Alanine_Aminotransferase_Level": 15.44158391, + "Aspartate_Aminotransferase_Level": 36.99211512, + "Creatinine_Level": 0.786460849, + "LDH_Level": 137.1333669, + "Calcium_Level": 9.259063904, + "Phosphorus_Level": 2.559857471, + "Glucose_Level": 89.21070464, + "Potassium_Level": 4.100097743, + "Sodium_Level": 136.7351984, + "Smoking_Pack_Years": 24.84705545 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.52289166, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.51192628, + "White_Blood_Cell_Count": 5.116105715, + "Platelet_Count": 297.0987201, + "Albumin_Level": 3.01644838, + "Alkaline_Phosphatase_Level": 97.15642876, + "Alanine_Aminotransferase_Level": 24.43846501, + "Aspartate_Aminotransferase_Level": 28.97604853, + "Creatinine_Level": 1.366497459, + "LDH_Level": 138.7805192, + "Calcium_Level": 10.37091412, + "Phosphorus_Level": 3.527634513, + "Glucose_Level": 72.69331854, + "Potassium_Level": 4.234834173, + "Sodium_Level": 137.7020537, + "Smoking_Pack_Years": 42.78007317 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.07731145, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.29427644, + "White_Blood_Cell_Count": 4.090665235, + "Platelet_Count": 244.0632156, + "Albumin_Level": 4.661271023, + "Alkaline_Phosphatase_Level": 69.69237248, + "Alanine_Aminotransferase_Level": 30.78040197, + "Aspartate_Aminotransferase_Level": 17.76469495, + "Creatinine_Level": 0.705610614, + "LDH_Level": 165.4826036, + "Calcium_Level": 9.464012088, + "Phosphorus_Level": 2.864045748, + "Glucose_Level": 110.7313622, + "Potassium_Level": 4.161396514, + "Sodium_Level": 139.6826205, + "Smoking_Pack_Years": 57.29132891 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.55537849, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 38.65571673, + "Creatinine_Level": 1.041452651, + "LDH_Level": 213.0006013, + "Calcium_Level": 10.11879756, + "Phosphorus_Level": 3.568977629, + "Glucose_Level": 149.971139, + "Potassium_Level": 4.998120287, + "Sodium_Level": 138.1571561, + "Smoking_Pack_Years": 20.67602172 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.42857025, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 65, + 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"Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.45935503, + "White_Blood_Cell_Count": 8.185794362, + "Platelet_Count": 388.0082558, + "Albumin_Level": 3.496439357, + "Alkaline_Phosphatase_Level": 109.226893, + "Alanine_Aminotransferase_Level": 32.01860267, + "Aspartate_Aminotransferase_Level": 40.33672431, + "Creatinine_Level": 1.35033845, + "LDH_Level": 218.3475799, + "Calcium_Level": 9.678576137, + "Phosphorus_Level": 2.833589872, + "Glucose_Level": 112.3176588, + "Potassium_Level": 3.915838936, + "Sodium_Level": 139.2895884, + "Smoking_Pack_Years": 30.11999282 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.15713248, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.03354427, + "White_Blood_Cell_Count": 9.133514785, + "Platelet_Count": 361.1325524, + "Albumin_Level": 4.251209417, + "Alkaline_Phosphatase_Level": 60.3365029, + "Alanine_Aminotransferase_Level": 27.01863374, + "Aspartate_Aminotransferase_Level": 18.35653217, + "Creatinine_Level": 1.090016541, + "LDH_Level": 106.8187861, + "Calcium_Level": 9.374375501, + "Phosphorus_Level": 4.272596457, + "Glucose_Level": 144.3012629, + "Potassium_Level": 4.572958435, + "Sodium_Level": 139.1583023, + "Smoking_Pack_Years": 83.31996759 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.48137613, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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4.379078173, + "Sodium_Level": 142.0979348, + "Smoking_Pack_Years": 57.19202617 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.61489264, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.06621125, + "White_Blood_Cell_Count": 9.903389401, + "Platelet_Count": 271.8030314, + "Albumin_Level": 4.764107449, + "Alkaline_Phosphatase_Level": 57.84566579, + "Alanine_Aminotransferase_Level": 32.21066112, + "Aspartate_Aminotransferase_Level": 22.3249404, + "Creatinine_Level": 1.113633323, + "LDH_Level": 151.0920567, + "Calcium_Level": 8.470646192, + "Phosphorus_Level": 4.143948178, + "Glucose_Level": 142.3543317, + "Potassium_Level": 3.902104142, + "Sodium_Level": 142.3140996, + "Smoking_Pack_Years": 34.97858529 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.45893698, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.16796314, + "White_Blood_Cell_Count": 9.60283475, + "Platelet_Count": 209.9213216, + "Albumin_Level": 3.844427399, + "Alkaline_Phosphatase_Level": 58.95858374, + "Alanine_Aminotransferase_Level": 15.23878874, + "Aspartate_Aminotransferase_Level": 30.778542, + "Creatinine_Level": 1.100106939, + "LDH_Level": 137.8105043, + "Calcium_Level": 8.309896687, + "Phosphorus_Level": 2.95172205, + "Glucose_Level": 92.67451377, + "Potassium_Level": 3.951985461, + "Sodium_Level": 143.4137774, + "Smoking_Pack_Years": 11.00450425 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.7419899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.85378994, + "White_Blood_Cell_Count": 8.991578539, + "Platelet_Count": 419.9451466, + "Albumin_Level": 4.996715038, + "Alkaline_Phosphatase_Level": 71.41797686, + "Alanine_Aminotransferase_Level": 22.99377496, + "Aspartate_Aminotransferase_Level": 12.63299709, + "Creatinine_Level": 0.645985257, + "LDH_Level": 208.6584478, + "Calcium_Level": 8.195541488, + "Phosphorus_Level": 3.669449738, + "Glucose_Level": 101.1349873, + "Potassium_Level": 3.940415362, + "Sodium_Level": 139.5993317, + "Smoking_Pack_Years": 0.227622048 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.09716634, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.40064405, + "White_Blood_Cell_Count": 3.798279735, + "Platelet_Count": 446.5286891, + "Albumin_Level": 4.468890898, + "Alkaline_Phosphatase_Level": 83.66259064, + "Alanine_Aminotransferase_Level": 10.87186114, + "Aspartate_Aminotransferase_Level": 33.58522385, + "Creatinine_Level": 1.34736351, + "LDH_Level": 139.1418334, + "Calcium_Level": 10.27015123, + "Phosphorus_Level": 4.291126846, + "Glucose_Level": 118.1375992, + "Potassium_Level": 4.699385708, + "Sodium_Level": 136.3807569, + "Smoking_Pack_Years": 54.26862754 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.48674624, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.32895812, + "White_Blood_Cell_Count": 9.512034894, + "Platelet_Count": 298.0193105, + "Albumin_Level": 3.437252187, + "Alkaline_Phosphatase_Level": 74.34889147, + "Alanine_Aminotransferase_Level": 38.56211048, + "Aspartate_Aminotransferase_Level": 17.57963814, + "Creatinine_Level": 1.328717648, + "LDH_Level": 114.4620643, + "Calcium_Level": 9.080348052, + "Phosphorus_Level": 3.101031569, + "Glucose_Level": 104.1541307, + "Potassium_Level": 4.255605418, + "Sodium_Level": 137.5440604, + "Smoking_Pack_Years": 81.38908738 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.05060005, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.59702303, + "White_Blood_Cell_Count": 8.669650636, + "Platelet_Count": 369.2019641, + "Albumin_Level": 3.480448419, + "Alkaline_Phosphatase_Level": 49.84919503, + "Alanine_Aminotransferase_Level": 29.89591087, + "Aspartate_Aminotransferase_Level": 35.84469474, + "Creatinine_Level": 0.813291096, + "LDH_Level": 159.5725964, + "Calcium_Level": 9.221558113, + "Phosphorus_Level": 4.802219476, + "Glucose_Level": 147.8793642, + "Potassium_Level": 4.679041429, + "Sodium_Level": 137.1116445, + "Smoking_Pack_Years": 2.201510003 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.39243283, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.15670573, + "White_Blood_Cell_Count": 6.467349757, + "Platelet_Count": 356.566847, + "Albumin_Level": 3.274915298, + "Alkaline_Phosphatase_Level": 117.9574403, + "Alanine_Aminotransferase_Level": 9.315581575, + "Aspartate_Aminotransferase_Level": 19.02457579, + "Creatinine_Level": 0.881647889, + "LDH_Level": 185.5165833, + "Calcium_Level": 8.659211726, + "Phosphorus_Level": 3.998760149, + "Glucose_Level": 137.9657163, + "Potassium_Level": 4.206848141, + "Sodium_Level": 144.1079392, + "Smoking_Pack_Years": 11.75788618 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.22315556, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.69874447, + "White_Blood_Cell_Count": 5.195260733, + "Platelet_Count": 352.7217711, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.46938315, + "White_Blood_Cell_Count": 6.087434059, + "Platelet_Count": 381.5121472, + "Albumin_Level": 4.442380687, + "Alkaline_Phosphatase_Level": 74.26380938, + "Alanine_Aminotransferase_Level": 10.42191616, + "Aspartate_Aminotransferase_Level": 19.9163732, + "Creatinine_Level": 0.777481601, + "LDH_Level": 139.5750461, + "Calcium_Level": 10.45772303, + "Phosphorus_Level": 4.616572473, + "Glucose_Level": 142.1285268, + "Potassium_Level": 3.932819217, + "Sodium_Level": 136.7580079, + "Smoking_Pack_Years": 93.42441409 + }, + { + "Age": 34, + "Gender": 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107.2465782, + "Calcium_Level": 8.351200073, + "Phosphorus_Level": 4.650623763, + "Glucose_Level": 146.0127474, + "Potassium_Level": 4.749421829, + "Sodium_Level": 135.454259, + "Smoking_Pack_Years": 95.55201087 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.88612457, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.25671382, + "White_Blood_Cell_Count": 5.568139598, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.31118069, + "White_Blood_Cell_Count": 4.171703565, + "Platelet_Count": 241.7702698, + "Albumin_Level": 4.942633336, + "Alkaline_Phosphatase_Level": 50.77616212, + "Alanine_Aminotransferase_Level": 16.88497438, + "Aspartate_Aminotransferase_Level": 23.91265045, + "Creatinine_Level": 1.26161282, + "LDH_Level": 213.0913137, + "Calcium_Level": 9.214635473, + "Phosphorus_Level": 4.313769849, + "Glucose_Level": 111.1880315, + "Potassium_Level": 4.910138707, + "Sodium_Level": 137.9833671, + "Smoking_Pack_Years": 15.07172342 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.08646187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.12060047, + "White_Blood_Cell_Count": 8.60678061, + "Platelet_Count": 223.1411374, + "Albumin_Level": 4.503907122, + "Alkaline_Phosphatase_Level": 68.81600661, + "Alanine_Aminotransferase_Level": 13.77546571, + "Aspartate_Aminotransferase_Level": 37.32786213, + "Creatinine_Level": 0.577042573, + "LDH_Level": 230.2882412, + "Calcium_Level": 10.49551504, + "Phosphorus_Level": 3.533005056, + "Glucose_Level": 128.8513388, + "Potassium_Level": 3.740414409, + "Sodium_Level": 141.1050082, + "Smoking_Pack_Years": 76.68358382 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.08834486, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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135.7262276, + "Smoking_Pack_Years": 76.91797962 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.46962385, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.96084464, + "White_Blood_Cell_Count": 6.823424089, + "Platelet_Count": 231.4061413, + "Albumin_Level": 4.217053311, + "Alkaline_Phosphatase_Level": 74.14144607, + "Alanine_Aminotransferase_Level": 25.32463013, + "Aspartate_Aminotransferase_Level": 13.5602487, + "Creatinine_Level": 0.784929124, + "LDH_Level": 222.9288051, + "Calcium_Level": 8.616006702, + "Phosphorus_Level": 4.65933996, + "Glucose_Level": 107.0740762, + "Potassium_Level": 4.929448432, + "Sodium_Level": 144.8705658, + "Smoking_Pack_Years": 23.44037858 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.3164748, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.58711709, + "White_Blood_Cell_Count": 4.32895874, + "Platelet_Count": 252.3758174, + "Albumin_Level": 4.781703676, + "Alkaline_Phosphatase_Level": 55.31726541, + "Alanine_Aminotransferase_Level": 33.30805096, + "Aspartate_Aminotransferase_Level": 28.44366043, + "Creatinine_Level": 1.12795831, + "LDH_Level": 195.1856258, + "Calcium_Level": 10.08641908, + "Phosphorus_Level": 4.434720534, + "Glucose_Level": 79.19226105, + "Potassium_Level": 4.545539015, + "Sodium_Level": 141.1771363, + "Smoking_Pack_Years": 18.00462099 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.59194345, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.14228926, + "White_Blood_Cell_Count": 7.228530196, + "Platelet_Count": 250.5089425, + "Albumin_Level": 3.133533747, + "Alkaline_Phosphatase_Level": 69.22999637, + "Alanine_Aminotransferase_Level": 10.91722372, + "Aspartate_Aminotransferase_Level": 13.32737479, + "Creatinine_Level": 0.667473188, + "LDH_Level": 115.0037692, + "Calcium_Level": 9.086088889, + "Phosphorus_Level": 3.94469099, + "Glucose_Level": 87.76797684, + "Potassium_Level": 4.786414574, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.74806762, + "White_Blood_Cell_Count": 7.768302314, + "Platelet_Count": 175.7289733, + "Albumin_Level": 4.986869399, + "Alkaline_Phosphatase_Level": 104.7249731, + "Alanine_Aminotransferase_Level": 13.44865456, + "Aspartate_Aminotransferase_Level": 36.30166157, + "Creatinine_Level": 1.314052406, + "LDH_Level": 219.5524142, + "Calcium_Level": 8.54790726, + "Phosphorus_Level": 3.703554668, + "Glucose_Level": 136.4446998, + "Potassium_Level": 4.101204888, + "Sodium_Level": 139.3427662, + "Smoking_Pack_Years": 3.538203088 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.78390567, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.83930909, + "White_Blood_Cell_Count": 6.379319458, + "Platelet_Count": 179.1507507, + "Albumin_Level": 4.913207374, + "Alkaline_Phosphatase_Level": 48.72790465, + "Alanine_Aminotransferase_Level": 11.42435398, + "Aspartate_Aminotransferase_Level": 36.40347368, + "Creatinine_Level": 0.725160705, + "LDH_Level": 135.2925502, + "Calcium_Level": 8.911581851, + "Phosphorus_Level": 2.948269039, + "Glucose_Level": 130.0319954, + "Potassium_Level": 4.15186826, 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"Aspartate_Aminotransferase_Level": 15.10008126, + "Creatinine_Level": 1.111334626, + "LDH_Level": 162.6878014, + "Calcium_Level": 8.107380672, + "Phosphorus_Level": 4.764373861, + "Glucose_Level": 100.7776222, + "Potassium_Level": 4.17569715, + "Sodium_Level": 141.7014431, + "Smoking_Pack_Years": 88.28844896 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.54214495, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.48871192, + "White_Blood_Cell_Count": 4.890091618, + "Platelet_Count": 211.3045605, + "Albumin_Level": 4.558105465, + "Alkaline_Phosphatase_Level": 31.92194201, + "Alanine_Aminotransferase_Level": 33.9465454, + "Aspartate_Aminotransferase_Level": 14.43269967, + "Creatinine_Level": 0.967104086, + "LDH_Level": 245.5381397, + "Calcium_Level": 9.984333388, + "Phosphorus_Level": 4.537816211, + "Glucose_Level": 80.22938961, + "Potassium_Level": 4.498631116, + "Sodium_Level": 143.6686655, + "Smoking_Pack_Years": 61.39106044 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.53102489, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.60130819, + "White_Blood_Cell_Count": 8.973613505, + "Platelet_Count": 391.6059465, + "Albumin_Level": 4.300959329, + "Alkaline_Phosphatase_Level": 91.67158022, + "Alanine_Aminotransferase_Level": 18.31223273, + "Aspartate_Aminotransferase_Level": 46.18658295, + "Creatinine_Level": 1.173566946, + "LDH_Level": 134.7252573, + "Calcium_Level": 8.055637789, + "Phosphorus_Level": 4.626767038, + "Glucose_Level": 110.3166931, + "Potassium_Level": 4.981975041, + "Sodium_Level": 141.1799383, + "Smoking_Pack_Years": 31.03445476 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.46155695, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.08941739, + "White_Blood_Cell_Count": 7.461045274, + "Platelet_Count": 255.8246662, + "Albumin_Level": 3.942565301, + "Alkaline_Phosphatase_Level": 102.2460089, + "Alanine_Aminotransferase_Level": 5.074136731, + "Aspartate_Aminotransferase_Level": 47.94761326, + "Creatinine_Level": 0.925683493, + "LDH_Level": 170.0340482, + "Calcium_Level": 8.009935619, + "Phosphorus_Level": 4.246205228, + "Glucose_Level": 124.032358, + "Potassium_Level": 4.601299934, + "Sodium_Level": 135.3324553, + "Smoking_Pack_Years": 51.70529591 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.51481125, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.46882121, + "White_Blood_Cell_Count": 8.910699616, + "Platelet_Count": 176.145243, + "Albumin_Level": 3.061446462, + "Alkaline_Phosphatase_Level": 117.4042855, + "Alanine_Aminotransferase_Level": 34.12138619, + "Aspartate_Aminotransferase_Level": 44.13047974, + "Creatinine_Level": 0.775799824, + "LDH_Level": 111.0503871, + "Calcium_Level": 8.427759809, + "Phosphorus_Level": 4.281862695, + "Glucose_Level": 100.9978152, + "Potassium_Level": 3.74961612, + "Sodium_Level": 140.8518586, + "Smoking_Pack_Years": 63.67893558 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.50424435, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.22166676, + "White_Blood_Cell_Count": 7.520859385, + "Platelet_Count": 175.8448045, + "Albumin_Level": 3.537275155, + "Alkaline_Phosphatase_Level": 35.86210483, + "Alanine_Aminotransferase_Level": 37.2661751, + "Aspartate_Aminotransferase_Level": 41.36892314, + "Creatinine_Level": 1.071053529, + "LDH_Level": 107.411974, + "Calcium_Level": 9.922322854, + "Phosphorus_Level": 2.644015647, + "Glucose_Level": 125.5933531, + "Potassium_Level": 4.255486987, + "Sodium_Level": 144.9919116, + "Smoking_Pack_Years": 84.70031713 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.0240759, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.25982904, + "White_Blood_Cell_Count": 3.86294018, + "Platelet_Count": 390.9791463, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.59323113, + "White_Blood_Cell_Count": 4.43239271, + "Platelet_Count": 330.6383061, + "Albumin_Level": 3.572611147, + "Alkaline_Phosphatase_Level": 35.3934946, + "Alanine_Aminotransferase_Level": 6.020733971, + "Aspartate_Aminotransferase_Level": 31.23675725, + "Creatinine_Level": 1.342905061, + "LDH_Level": 162.0998053, + "Calcium_Level": 9.573415428, + "Phosphorus_Level": 3.727353826, + "Glucose_Level": 110.5134352, + "Potassium_Level": 4.110662867, + "Sodium_Level": 138.0227697, + "Smoking_Pack_Years": 6.100561112 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": 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189.9955878, + "Calcium_Level": 8.994992451, + "Phosphorus_Level": 4.317518877, + "Glucose_Level": 106.4574108, + "Potassium_Level": 4.892106431, + "Sodium_Level": 137.2124513, + "Smoking_Pack_Years": 36.70222155 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.48048516, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.05793477, + "White_Blood_Cell_Count": 4.839249058, 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.23744154, + "White_Blood_Cell_Count": 9.66711089, + "Platelet_Count": 215.6412235, + "Albumin_Level": 4.9894476, + "Alkaline_Phosphatase_Level": 116.9086258, + "Alanine_Aminotransferase_Level": 39.12049026, + "Aspartate_Aminotransferase_Level": 19.33904359, + "Creatinine_Level": 0.983799728, + "LDH_Level": 168.5051083, + "Calcium_Level": 9.685548484, + "Phosphorus_Level": 3.009255273, + "Glucose_Level": 83.09879804, + "Potassium_Level": 4.020208417, + "Sodium_Level": 136.256635, + "Smoking_Pack_Years": 3.343122456 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.75664258, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.90896853, + "White_Blood_Cell_Count": 7.438974125, + "Platelet_Count": 151.312988, + "Albumin_Level": 3.600213846, + "Alkaline_Phosphatase_Level": 31.62156018, + "Alanine_Aminotransferase_Level": 38.83831201, + "Aspartate_Aminotransferase_Level": 25.13481965, + "Creatinine_Level": 1.489882546, + "LDH_Level": 127.6107291, + "Calcium_Level": 8.708310232, + "Phosphorus_Level": 3.701563099, + "Glucose_Level": 84.85027217, + "Potassium_Level": 4.8490509, + "Sodium_Level": 142.1794019, + "Smoking_Pack_Years": 55.99022078 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.60039367, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.34583088, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.23078138, + "White_Blood_Cell_Count": 6.943589191, + "Platelet_Count": 399.1889376, + "Albumin_Level": 3.92363584, + "Alkaline_Phosphatase_Level": 106.0172984, + "Alanine_Aminotransferase_Level": 7.809539276, + "Aspartate_Aminotransferase_Level": 48.22774991, + "Creatinine_Level": 0.62856594, + "LDH_Level": 221.2210363, + "Calcium_Level": 10.22336268, + "Phosphorus_Level": 2.723731288, + "Glucose_Level": 124.0821553, + "Potassium_Level": 4.776913303, + "Sodium_Level": 143.9968216, + "Smoking_Pack_Years": 60.02066611 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.83285432, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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141.3419321, + "Smoking_Pack_Years": 15.80090771 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.07311735, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.64007507, + "White_Blood_Cell_Count": 9.62886852, + "Platelet_Count": 344.9696607, + "Albumin_Level": 4.362968193, + "Alkaline_Phosphatase_Level": 115.5904172, + "Alanine_Aminotransferase_Level": 17.20636225, + "Aspartate_Aminotransferase_Level": 24.21774901, + "Creatinine_Level": 0.880342903, + "LDH_Level": 229.3382967, + "Calcium_Level": 9.935531511, + "Phosphorus_Level": 4.59425981, + "Glucose_Level": 95.01013865, + "Potassium_Level": 3.76379978, + "Sodium_Level": 140.5061911, + "Smoking_Pack_Years": 40.70248468 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.46199981, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 79, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.26104775, + "White_Blood_Cell_Count": 3.972362747, + "Platelet_Count": 318.5460433, + "Albumin_Level": 3.388977583, + "Alkaline_Phosphatase_Level": 97.84400637, + "Alanine_Aminotransferase_Level": 15.92616389, + "Aspartate_Aminotransferase_Level": 19.93769802, + "Creatinine_Level": 1.144782847, + "LDH_Level": 232.2003158, + "Calcium_Level": 9.448190905, + "Phosphorus_Level": 4.363569905, + "Glucose_Level": 83.55886534, + "Potassium_Level": 4.534253185, + "Sodium_Level": 139.9445997, + "Smoking_Pack_Years": 17.47125019 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.84796744, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", 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"Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.85915291, + "White_Blood_Cell_Count": 6.255826372, + "Platelet_Count": 441.4678962, + "Albumin_Level": 3.093892862, + "Alkaline_Phosphatase_Level": 63.55727683, + "Alanine_Aminotransferase_Level": 26.50360459, + "Aspartate_Aminotransferase_Level": 47.60519762, + "Creatinine_Level": 1.07339227, + "LDH_Level": 243.2319812, + "Calcium_Level": 8.234913158, + "Phosphorus_Level": 3.622496292, + "Glucose_Level": 116.4635345, + "Potassium_Level": 4.969215556, + "Sodium_Level": 139.1678271, + "Smoking_Pack_Years": 43.05066134 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.83907055, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 13.65848936, + "White_Blood_Cell_Count": 4.20039278, + "Platelet_Count": 378.7299924, + "Albumin_Level": 3.458811669, + "Alkaline_Phosphatase_Level": 116.9858981, + "Alanine_Aminotransferase_Level": 13.71104519, + "Aspartate_Aminotransferase_Level": 28.44630095, + "Creatinine_Level": 1.054047258, + "LDH_Level": 114.8024544, + "Calcium_Level": 9.859098725, + "Phosphorus_Level": 2.697926059, + "Glucose_Level": 87.678163, + "Potassium_Level": 4.971667135, + "Sodium_Level": 141.5604085, + "Smoking_Pack_Years": 9.737945395 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.98697464, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.18495213, + "White_Blood_Cell_Count": 7.236834571, + "Platelet_Count": 351.3408045, + "Albumin_Level": 4.89878739, + "Alkaline_Phosphatase_Level": 83.91268375, + "Alanine_Aminotransferase_Level": 39.87701566, + "Aspartate_Aminotransferase_Level": 42.57641469, + "Creatinine_Level": 1.305638555, + "LDH_Level": 242.7304247, + "Calcium_Level": 9.330343043, + "Phosphorus_Level": 4.882639632, + "Glucose_Level": 126.5466627, + "Potassium_Level": 4.030846151, + "Sodium_Level": 144.8484907, + "Smoking_Pack_Years": 57.08753047 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.14420343, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.60720818, + "White_Blood_Cell_Count": 4.962378127, + "Platelet_Count": 185.0959811, + "Albumin_Level": 3.605152375, + "Alkaline_Phosphatase_Level": 105.6246099, + "Alanine_Aminotransferase_Level": 24.95572412, + "Aspartate_Aminotransferase_Level": 12.70097525, + "Creatinine_Level": 1.255731061, + "LDH_Level": 189.728885, + "Calcium_Level": 8.685359176, + "Phosphorus_Level": 4.954852138, + "Glucose_Level": 96.5793878, + "Potassium_Level": 4.019317722, + "Sodium_Level": 137.5774899, + "Smoking_Pack_Years": 18.72899421 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.98836205, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.65863848, + "White_Blood_Cell_Count": 5.132359607, + "Platelet_Count": 297.3995404, + "Albumin_Level": 3.775923446, + "Alkaline_Phosphatase_Level": 50.28800213, + "Alanine_Aminotransferase_Level": 25.3336369, + "Aspartate_Aminotransferase_Level": 16.55372255, + "Creatinine_Level": 0.554542424, + "LDH_Level": 139.3005925, + "Calcium_Level": 10.2007248, + "Phosphorus_Level": 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"Tumor_Size_mm": 89.92384946, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.58441977, + "White_Blood_Cell_Count": 9.911349871, + "Platelet_Count": 442.7525767, + "Albumin_Level": 3.359260561, + "Alkaline_Phosphatase_Level": 114.7034747, + "Alanine_Aminotransferase_Level": 6.635040296, + "Aspartate_Aminotransferase_Level": 30.81625444, + "Creatinine_Level": 0.783187654, + "LDH_Level": 121.9065853, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.80094836, + "White_Blood_Cell_Count": 8.970454854, + "Platelet_Count": 366.8071571, + "Albumin_Level": 4.242561326, + "Alkaline_Phosphatase_Level": 110.4097075, + "Alanine_Aminotransferase_Level": 14.08236413, + "Aspartate_Aminotransferase_Level": 26.44583083, + "Creatinine_Level": 1.005673835, + "LDH_Level": 204.8360793, + "Calcium_Level": 8.041515436, + "Phosphorus_Level": 3.535770262, + "Glucose_Level": 122.7423374, + "Potassium_Level": 4.263272896, + "Sodium_Level": 143.8433822, + "Smoking_Pack_Years": 58.5988933 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.60588905, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.39656739, + "White_Blood_Cell_Count": 5.159803933, + "Platelet_Count": 239.1689146, + "Albumin_Level": 3.979643999, + "Alkaline_Phosphatase_Level": 35.55402679, + "Alanine_Aminotransferase_Level": 10.0875634, + "Aspartate_Aminotransferase_Level": 49.86436665, + "Creatinine_Level": 1.04018808, + "LDH_Level": 125.8665557, + "Calcium_Level": 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"Never Smoked", + "Tumor_Size_mm": 64.41077501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.81560283, + "White_Blood_Cell_Count": 7.319891771, + "Platelet_Count": 268.3271563, + "Albumin_Level": 4.394540395, + "Alkaline_Phosphatase_Level": 61.52963635, + "Alanine_Aminotransferase_Level": 11.9941108, + "Aspartate_Aminotransferase_Level": 33.79230881, + "Creatinine_Level": 1.157719334, + "LDH_Level": 226.0528054, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.40424652, + "White_Blood_Cell_Count": 4.19653634, + "Platelet_Count": 434.2753235, + "Albumin_Level": 4.356983618, + "Alkaline_Phosphatase_Level": 68.31670783, + "Alanine_Aminotransferase_Level": 30.23714504, + "Aspartate_Aminotransferase_Level": 24.62916337, + "Creatinine_Level": 1.247523722, + "LDH_Level": 130.6821798, + "Calcium_Level": 9.879479846, + "Phosphorus_Level": 4.320247116, + "Glucose_Level": 104.3015874, + "Potassium_Level": 4.612020451, + "Sodium_Level": 143.9733346, + "Smoking_Pack_Years": 17.38520865 + }, + { + "Age": 48, + "Gender": "Female", 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112.6425223, + "Calcium_Level": 10.0534863, + "Phosphorus_Level": 3.272479122, + "Glucose_Level": 148.1772628, + "Potassium_Level": 4.921328367, + "Sodium_Level": 144.9594507, + "Smoking_Pack_Years": 6.445150367 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.8570546, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.03729036, + "White_Blood_Cell_Count": 7.938512816, + "Platelet_Count": 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.92332199, + "White_Blood_Cell_Count": 4.892272567, + "Platelet_Count": 178.0785658, + "Albumin_Level": 4.95113307, + "Alkaline_Phosphatase_Level": 95.92016239, + "Alanine_Aminotransferase_Level": 9.366740991, + "Aspartate_Aminotransferase_Level": 17.09243227, + "Creatinine_Level": 1.471149952, + "LDH_Level": 213.353179, + "Calcium_Level": 9.544724647, + "Phosphorus_Level": 3.381571711, + "Glucose_Level": 126.3708375, + "Potassium_Level": 4.075586302, + "Sodium_Level": 143.4593876, + "Smoking_Pack_Years": 80.61248261 + }, + { 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"Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.1704639, + "White_Blood_Cell_Count": 8.104979926, + "Platelet_Count": 397.1085625, + "Albumin_Level": 3.162305358, + "Alkaline_Phosphatase_Level": 34.26492446, + "Alanine_Aminotransferase_Level": 7.649800153, + "Aspartate_Aminotransferase_Level": 13.56601607, + "Creatinine_Level": 1.357699206, + "LDH_Level": 187.4444396, + "Calcium_Level": 9.062464364, + "Phosphorus_Level": 3.196538389, + "Glucose_Level": 86.69579358, + "Potassium_Level": 3.681555655, + "Sodium_Level": 135.0668793, + "Smoking_Pack_Years": 16.12600463 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.99180765, + "White_Blood_Cell_Count": 3.841750644, + "Platelet_Count": 351.4229143, + "Albumin_Level": 3.98528498, + "Alkaline_Phosphatase_Level": 46.97448283, + "Alanine_Aminotransferase_Level": 31.02138535, + "Aspartate_Aminotransferase_Level": 32.10580209, + "Creatinine_Level": 1.268844682, + "LDH_Level": 112.6668907, + "Calcium_Level": 9.41095997, + "Phosphorus_Level": 3.796771577, + "Glucose_Level": 135.8471101, + "Potassium_Level": 4.994257406, + "Sodium_Level": 137.1211882, + "Smoking_Pack_Years": 86.69755434 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.31163491, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.00000114, + "White_Blood_Cell_Count": 5.211333661, + "Platelet_Count": 418.4498634, + "Albumin_Level": 3.036309935, + "Alkaline_Phosphatase_Level": 42.84562357, + "Alanine_Aminotransferase_Level": 11.74672234, + "Aspartate_Aminotransferase_Level": 42.14775351, + "Creatinine_Level": 1.450704486, + "LDH_Level": 142.6377074, + "Calcium_Level": 8.30058897, + "Phosphorus_Level": 4.561367508, + "Glucose_Level": 93.69146117, + "Potassium_Level": 4.955843421, + "Sodium_Level": 141.9504252, + "Smoking_Pack_Years": 68.33549011 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.73589276, + "Phosphorus_Level": 3.027700621, + "Glucose_Level": 132.6427209, + "Potassium_Level": 4.49998163, + "Sodium_Level": 135.0172648, + "Smoking_Pack_Years": 90.02630804 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.0421603, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.90753141, + "White_Blood_Cell_Count": 3.719212093, + "Platelet_Count": 296.0533561, + "Albumin_Level": 4.11117063, + "Alkaline_Phosphatase_Level": 69.66700069, + "Alanine_Aminotransferase_Level": 33.84569405, + "Aspartate_Aminotransferase_Level": 48.99403096, + "Creatinine_Level": 0.956097064, + "LDH_Level": 123.1271928, + "Calcium_Level": 9.547357861, + "Phosphorus_Level": 3.575284026, + "Glucose_Level": 102.7198279, + "Potassium_Level": 4.436852985, + "Sodium_Level": 144.1584945, + "Smoking_Pack_Years": 34.54795378 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.21210957, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.78651013, + "White_Blood_Cell_Count": 5.377572004, + "Platelet_Count": 171.3264177, + "Albumin_Level": 3.412274131, + "Alkaline_Phosphatase_Level": 97.17467198, + "Alanine_Aminotransferase_Level": 13.09520774, + "Aspartate_Aminotransferase_Level": 40.36138853, + "Creatinine_Level": 1.10638376, + "LDH_Level": 207.3873729, + "Calcium_Level": 9.056258757, + "Phosphorus_Level": 4.738235889, + "Glucose_Level": 88.09801212, + "Potassium_Level": 4.226321326, + "Sodium_Level": 135.0641108, + "Smoking_Pack_Years": 3.576161209 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.63086396, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.79244119, + "White_Blood_Cell_Count": 5.229374802, + "Platelet_Count": 188.7985534, + "Albumin_Level": 3.490819474, + "Alkaline_Phosphatase_Level": 109.274312, + "Alanine_Aminotransferase_Level": 14.48114116, + "Aspartate_Aminotransferase_Level": 23.4161191, + "Creatinine_Level": 1.138198133, + "LDH_Level": 156.8173465, + "Calcium_Level": 8.644451119, + "Phosphorus_Level": 4.964142199, + "Glucose_Level": 139.2673704, + "Potassium_Level": 3.776666624, + "Sodium_Level": 136.8384723, + "Smoking_Pack_Years": 39.24015047 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.18367775, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.99809493, + "White_Blood_Cell_Count": 6.043317138, + "Platelet_Count": 300.2347088, + "Albumin_Level": 4.2307511, + "Alkaline_Phosphatase_Level": 33.96072296, + "Alanine_Aminotransferase_Level": 30.91497092, + "Aspartate_Aminotransferase_Level": 12.59516717, + "Creatinine_Level": 0.535210187, + "LDH_Level": 109.4450792, + "Calcium_Level": 10.10726537, + "Phosphorus_Level": 4.577309727, + "Glucose_Level": 93.84030724, + "Potassium_Level": 3.729117453, + "Sodium_Level": 142.8645763, + "Smoking_Pack_Years": 62.94894146 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.48537614, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.45191993, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.72805928, + "White_Blood_Cell_Count": 9.135358262, + "Platelet_Count": 167.3637275, + "Albumin_Level": 3.531603074, + "Alkaline_Phosphatase_Level": 63.80066662, + "Alanine_Aminotransferase_Level": 11.16719721, + "Aspartate_Aminotransferase_Level": 30.74672557, + "Creatinine_Level": 0.6845505, + "LDH_Level": 102.401294, + "Calcium_Level": 9.239653229, + "Phosphorus_Level": 3.065915357, + "Glucose_Level": 86.16700988, + "Potassium_Level": 3.84193923, + "Sodium_Level": 144.6551387, + "Smoking_Pack_Years": 89.01183925 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.59197775, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.42462524, + "White_Blood_Cell_Count": 5.797584181, + "Platelet_Count": 179.536773, + "Albumin_Level": 3.387984311, + "Alkaline_Phosphatase_Level": 34.43000933, + "Alanine_Aminotransferase_Level": 8.34532176, + "Aspartate_Aminotransferase_Level": 25.41582278, + "Creatinine_Level": 0.983147473, + "LDH_Level": 236.4810633, + "Calcium_Level": 9.13551287, + "Phosphorus_Level": 3.803598082, + "Glucose_Level": 107.6368741, + "Potassium_Level": 4.24178614, + "Sodium_Level": 140.5912258, + "Smoking_Pack_Years": 2.924346096 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.42995294, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.65103692, + "White_Blood_Cell_Count": 4.100390944, + "Platelet_Count": 326.0416135, + "Albumin_Level": 4.73082363, + "Alkaline_Phosphatase_Level": 46.99900908, + "Alanine_Aminotransferase_Level": 7.753160417, + "Aspartate_Aminotransferase_Level": 30.99340237, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.90207135, + "White_Blood_Cell_Count": 9.426807062, + "Platelet_Count": 338.5148845, + "Albumin_Level": 3.123698059, + "Alkaline_Phosphatase_Level": 107.4448321, + "Alanine_Aminotransferase_Level": 19.82967295, + "Aspartate_Aminotransferase_Level": 48.25241684, + "Creatinine_Level": 0.579614482, + "LDH_Level": 225.1776918, + "Calcium_Level": 8.284289429, + "Phosphorus_Level": 3.05208716, + "Glucose_Level": 126.3521079, + "Potassium_Level": 4.13974594, + "Sodium_Level": 144.788952, + "Smoking_Pack_Years": 56.03667867 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.98415833, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.27228753, + "White_Blood_Cell_Count": 7.502459705, + "Platelet_Count": 200.0419398, + "Albumin_Level": 4.136454343, + "Alkaline_Phosphatase_Level": 39.94632089, + "Alanine_Aminotransferase_Level": 20.03930169, + "Aspartate_Aminotransferase_Level": 23.03598327, + "Creatinine_Level": 1.137316482, + "LDH_Level": 230.8536676, + "Calcium_Level": 9.209023285, + "Phosphorus_Level": 3.460963254, + "Glucose_Level": 96.94808054, + "Potassium_Level": 3.782073865, + "Sodium_Level": 139.646372, + "Smoking_Pack_Years": 1.651687941 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.92746128, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.11026629, + "White_Blood_Cell_Count": 5.903710552, + "Platelet_Count": 337.4603085, + "Albumin_Level": 4.648221822, + "Alkaline_Phosphatase_Level": 73.20853449, + "Alanine_Aminotransferase_Level": 7.333022991, + "Aspartate_Aminotransferase_Level": 21.62891553, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.04378091, + "White_Blood_Cell_Count": 3.522395123, + "Platelet_Count": 411.4010785, + "Albumin_Level": 4.98648956, + "Alkaline_Phosphatase_Level": 105.0696181, + "Alanine_Aminotransferase_Level": 26.18976525, + "Aspartate_Aminotransferase_Level": 14.86092562, + "Creatinine_Level": 1.095244581, + "LDH_Level": 140.864422, + "Calcium_Level": 9.318454947, + "Phosphorus_Level": 4.600927748, + "Glucose_Level": 80.24432986, + "Potassium_Level": 4.399509832, + "Sodium_Level": 139.2306428, + "Smoking_Pack_Years": 36.37942449 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.49680455, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 11.17959546, + "Creatinine_Level": 1.023951316, + "LDH_Level": 216.2402978, + "Calcium_Level": 9.406571037, + "Phosphorus_Level": 2.905121141, + "Glucose_Level": 105.8557584, + "Potassium_Level": 4.865263597, + "Sodium_Level": 142.9282056, + "Smoking_Pack_Years": 62.50009269 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.63656892, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.61944928, + "White_Blood_Cell_Count": 4.605218444, + "Platelet_Count": 358.1649339, + "Albumin_Level": 3.110567462, + "Alkaline_Phosphatase_Level": 103.4809029, + "Alanine_Aminotransferase_Level": 26.67042025, + "Aspartate_Aminotransferase_Level": 10.66327276, + "Creatinine_Level": 0.911887903, + "LDH_Level": 138.4670931, + "Calcium_Level": 10.34590016, + "Phosphorus_Level": 2.803545884, + "Glucose_Level": 79.75089676, + "Potassium_Level": 4.63764129, + "Sodium_Level": 144.6645773, + "Smoking_Pack_Years": 94.29805534 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.60695709, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.14048062, + "White_Blood_Cell_Count": 4.429084044, + "Platelet_Count": 225.5679415, + "Albumin_Level": 3.462153423, + "Alkaline_Phosphatase_Level": 101.2624964, + "Alanine_Aminotransferase_Level": 34.07600692, + "Aspartate_Aminotransferase_Level": 10.50777788, + "Creatinine_Level": 1.087906212, + "LDH_Level": 238.3548543, + "Calcium_Level": 8.803708605, + "Phosphorus_Level": 4.084460918, + "Glucose_Level": 137.2617342, + "Potassium_Level": 3.887514232, + "Sodium_Level": 143.5025334, + "Smoking_Pack_Years": 63.89129981 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.71967803, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.81010123, + "White_Blood_Cell_Count": 7.036752062, + "Platelet_Count": 214.0740854, + "Albumin_Level": 3.806424381, + "Alkaline_Phosphatase_Level": 88.30135776, + "Alanine_Aminotransferase_Level": 27.36550627, + "Aspartate_Aminotransferase_Level": 23.8853148, + "Creatinine_Level": 1.112086808, + "LDH_Level": 192.3365246, + "Calcium_Level": 9.79168394, + "Phosphorus_Level": 4.204991712, + "Glucose_Level": 96.68171465, + "Potassium_Level": 4.978754362, + "Sodium_Level": 139.0974175, + "Smoking_Pack_Years": 68.09210292 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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10.33252841, + "Phosphorus_Level": 4.029773312, + "Glucose_Level": 104.7131356, + "Potassium_Level": 4.251306417, + "Sodium_Level": 139.0515074, + "Smoking_Pack_Years": 82.96216127 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.96931067, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.92588202, + "White_Blood_Cell_Count": 3.565613647, + "Platelet_Count": 181.8414561, + 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"Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.26639256, + "White_Blood_Cell_Count": 8.690896355, + "Platelet_Count": 327.1173056, + "Albumin_Level": 3.335953841, + "Alkaline_Phosphatase_Level": 56.86850098, + "Alanine_Aminotransferase_Level": 9.872586582, + "Aspartate_Aminotransferase_Level": 16.41250711, + "Creatinine_Level": 1.454867104, + "LDH_Level": 145.7420446, + "Calcium_Level": 8.559946336, + "Phosphorus_Level": 4.906053362, + "Glucose_Level": 80.13097888, + "Potassium_Level": 4.988913583, + "Sodium_Level": 140.8289626, + "Smoking_Pack_Years": 58.49241103 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.12915492, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.37904429, + "White_Blood_Cell_Count": 4.469099455, + "Platelet_Count": 244.9591062, + "Albumin_Level": 4.1523972, + "Alkaline_Phosphatase_Level": 60.72868577, + "Alanine_Aminotransferase_Level": 8.723339632, + "Aspartate_Aminotransferase_Level": 43.07448771, + "Creatinine_Level": 1.29427993, + "LDH_Level": 194.6578155, + "Calcium_Level": 9.664806924, + "Phosphorus_Level": 4.195633927, + "Glucose_Level": 117.000735, + "Potassium_Level": 3.792093356, + "Sodium_Level": 140.6981705, + "Smoking_Pack_Years": 16.7000782 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.15041735, + "White_Blood_Cell_Count": 7.208781954, + "Platelet_Count": 346.8314908, + "Albumin_Level": 4.900375665, + "Alkaline_Phosphatase_Level": 55.00419849, + "Alanine_Aminotransferase_Level": 22.32939994, + "Aspartate_Aminotransferase_Level": 12.92211653, + "Creatinine_Level": 0.985759311, + "LDH_Level": 236.1766613, + "Calcium_Level": 9.187223622, + "Phosphorus_Level": 3.764643506, + "Glucose_Level": 121.5325889, + "Potassium_Level": 3.807089794, + "Sodium_Level": 139.2961745, + "Smoking_Pack_Years": 48.35846272 + }, + { + "Age": 64, + "Gender": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.42857036, + "White_Blood_Cell_Count": 4.363425721, + "Platelet_Count": 254.5349013, + "Albumin_Level": 4.292024688, + "Alkaline_Phosphatase_Level": 49.52352906, + "Alanine_Aminotransferase_Level": 18.15841018, + "Aspartate_Aminotransferase_Level": 36.36177572, + "Creatinine_Level": 1.440170313, + "LDH_Level": 207.1219456, + "Calcium_Level": 8.496934201, + "Phosphorus_Level": 4.841560267, + "Glucose_Level": 111.7542383, + "Potassium_Level": 3.63685321, + "Sodium_Level": 137.620851, + "Smoking_Pack_Years": 0.983193248 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.3998681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", 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{ + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.00453803, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.76143294, + "White_Blood_Cell_Count": 3.994156441, + "Platelet_Count": 445.5231213, + "Albumin_Level": 4.306421028, + "Alkaline_Phosphatase_Level": 33.12011679, + "Alanine_Aminotransferase_Level": 6.686470646, + "Aspartate_Aminotransferase_Level": 26.66173755, + "Creatinine_Level": 0.668745338, + "LDH_Level": 113.6543685, + "Calcium_Level": 8.679365491, + "Phosphorus_Level": 2.568197132, + "Glucose_Level": 144.9036853, + "Potassium_Level": 4.225379617, + "Sodium_Level": 144.334163, + "Smoking_Pack_Years": 84.86614788 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.78790052, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.56279594, + 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"Survival_Months": 14, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.75074263, + "White_Blood_Cell_Count": 4.597987971, + "Platelet_Count": 413.7567956, + "Albumin_Level": 3.89091347, + "Alkaline_Phosphatase_Level": 71.47272735, + "Alanine_Aminotransferase_Level": 17.79242049, + "Aspartate_Aminotransferase_Level": 24.79445875, + "Creatinine_Level": 1.466319279, + "LDH_Level": 136.1009757, + "Calcium_Level": 8.766226662, + "Phosphorus_Level": 3.393011867, + "Glucose_Level": 123.7347656, + "Potassium_Level": 4.215419789, + "Sodium_Level": 144.1987331, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.37866607, + "White_Blood_Cell_Count": 5.03151436, + "Platelet_Count": 311.87713, + "Albumin_Level": 3.849923891, + "Alkaline_Phosphatase_Level": 36.86629582, + "Alanine_Aminotransferase_Level": 8.400380293, + "Aspartate_Aminotransferase_Level": 23.16171858, + "Creatinine_Level": 0.758685886, + "LDH_Level": 197.8443367, + "Calcium_Level": 8.08517916, + "Phosphorus_Level": 2.979332466, + "Glucose_Level": 105.4396172, + "Potassium_Level": 3.957928705, + "Sodium_Level": 139.3765902, + "Smoking_Pack_Years": 89.56535113 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.6042584, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.13466465, + "White_Blood_Cell_Count": 4.854375374, + "Platelet_Count": 253.9010137, + "Albumin_Level": 4.864481662, + "Alkaline_Phosphatase_Level": 98.983664, + "Alanine_Aminotransferase_Level": 34.7726065, + "Aspartate_Aminotransferase_Level": 22.58964853, + "Creatinine_Level": 0.574621421, + "LDH_Level": 177.2785244, + "Calcium_Level": 9.235855782, + "Phosphorus_Level": 3.533073341, + "Glucose_Level": 72.12407668, + "Potassium_Level": 3.687027587, + "Sodium_Level": 136.9924974, + "Smoking_Pack_Years": 43.89430028 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.71051802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.64334392, + "White_Blood_Cell_Count": 5.793367349, + "Platelet_Count": 435.3337456, + "Albumin_Level": 4.204128719, + "Alkaline_Phosphatase_Level": 113.140345, + "Alanine_Aminotransferase_Level": 29.2860941, + "Aspartate_Aminotransferase_Level": 35.89315932, + "Creatinine_Level": 1.154711492, + "LDH_Level": 135.6693349, + "Calcium_Level": 8.49610218, + "Phosphorus_Level": 4.776152675, + "Glucose_Level": 86.76380497, + "Potassium_Level": 4.669372526, + "Sodium_Level": 142.6223977, + "Smoking_Pack_Years": 59.32005713 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.73857195, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.27138365, + "White_Blood_Cell_Count": 6.344775688, + "Platelet_Count": 162.0439848, + "Albumin_Level": 3.132617664, + "Alkaline_Phosphatase_Level": 97.67554368, + "Alanine_Aminotransferase_Level": 5.631915963, + "Aspartate_Aminotransferase_Level": 18.29295477, + "Creatinine_Level": 0.567836188, + "LDH_Level": 156.3583035, + "Calcium_Level": 8.519515267, + "Phosphorus_Level": 2.593662197, + "Glucose_Level": 82.60691342, + "Potassium_Level": 3.908492346, + "Sodium_Level": 138.3754508, + "Smoking_Pack_Years": 96.73139131 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.09594154, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.46338214, + "White_Blood_Cell_Count": 9.41804745, + "Platelet_Count": 277.1652741, + "Albumin_Level": 3.68757315, + "Alkaline_Phosphatase_Level": 71.94411478, + "Alanine_Aminotransferase_Level": 26.60418973, + "Aspartate_Aminotransferase_Level": 42.98032563, + "Creatinine_Level": 0.847177367, + "LDH_Level": 176.2951374, + "Calcium_Level": 8.42404415, + "Phosphorus_Level": 2.638823249, + "Glucose_Level": 111.4120248, + "Potassium_Level": 4.832093887, + "Sodium_Level": 140.7599889, + "Smoking_Pack_Years": 11.94668039 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.04399698, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.08917492, + "White_Blood_Cell_Count": 9.330978966, + "Platelet_Count": 224.7594768, + "Albumin_Level": 3.009324686, + "Alkaline_Phosphatase_Level": 84.79336819, + "Alanine_Aminotransferase_Level": 23.94236911, + "Aspartate_Aminotransferase_Level": 35.26305518, + "Creatinine_Level": 0.632181325, + "LDH_Level": 129.6299511, + "Calcium_Level": 10.00730385, + "Phosphorus_Level": 3.48916696, + "Glucose_Level": 74.68489182, + "Potassium_Level": 3.867111824, 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18.54087682, + "Aspartate_Aminotransferase_Level": 18.23342894, + "Creatinine_Level": 1.297819367, + "LDH_Level": 151.8782244, + "Calcium_Level": 8.019212203, + "Phosphorus_Level": 3.370959601, + "Glucose_Level": 113.2638491, + "Potassium_Level": 4.189975157, + "Sodium_Level": 139.0030215, + "Smoking_Pack_Years": 41.63354621 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.71808301, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 69, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.54726216, + "White_Blood_Cell_Count": 7.192212244, + "Platelet_Count": 180.6469104, + "Albumin_Level": 3.140478454, + "Alkaline_Phosphatase_Level": 39.83812529, + "Alanine_Aminotransferase_Level": 22.64674599, + "Aspartate_Aminotransferase_Level": 21.28876708, + "Creatinine_Level": 0.752111024, + "LDH_Level": 216.0458427, + "Calcium_Level": 10.22259699, + "Phosphorus_Level": 4.895144881, + "Glucose_Level": 131.7515314, + "Potassium_Level": 4.929455947, + "Sodium_Level": 143.3355239, + "Smoking_Pack_Years": 79.29015958 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.42678917, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 16.73653142, + "Aspartate_Aminotransferase_Level": 39.78816971, + "Creatinine_Level": 1.160013313, + "LDH_Level": 198.0470199, + "Calcium_Level": 8.644714149, + "Phosphorus_Level": 3.694780521, + "Glucose_Level": 123.6858372, + "Potassium_Level": 4.807333135, + "Sodium_Level": 143.7529006, + "Smoking_Pack_Years": 98.63831363 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.70454001, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.45607859, + "White_Blood_Cell_Count": 8.758168214, + "Platelet_Count": 204.0697019, + "Albumin_Level": 4.148346561, + "Alkaline_Phosphatase_Level": 82.0923212, + "Alanine_Aminotransferase_Level": 8.050214198, + "Aspartate_Aminotransferase_Level": 49.89276451, + "Creatinine_Level": 1.254484521, + "LDH_Level": 209.1345645, + "Calcium_Level": 8.829633622, + "Phosphorus_Level": 3.946771486, + "Glucose_Level": 75.58953553, + "Potassium_Level": 3.912693673, + "Sodium_Level": 140.6221759, + "Smoking_Pack_Years": 98.03103891 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.65757856, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.4772347, + "White_Blood_Cell_Count": 8.690173164, + "Platelet_Count": 261.1077724, + "Albumin_Level": 4.040121917, + "Alkaline_Phosphatase_Level": 35.79498028, + "Alanine_Aminotransferase_Level": 24.69471565, + "Aspartate_Aminotransferase_Level": 38.91071127, + "Creatinine_Level": 0.600354397, + "LDH_Level": 249.5111119, + "Calcium_Level": 8.621795576, + "Phosphorus_Level": 4.091743776, + "Glucose_Level": 122.0873069, + "Potassium_Level": 4.543934175, + "Sodium_Level": 143.6581792, + "Smoking_Pack_Years": 35.33236758 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.55493785, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.24968204, + "White_Blood_Cell_Count": 5.505468777, + "Platelet_Count": 330.4247758, + "Albumin_Level": 4.243366342, + "Alkaline_Phosphatase_Level": 83.93191781, + "Alanine_Aminotransferase_Level": 26.23214159, + "Aspartate_Aminotransferase_Level": 41.14042214, + "Creatinine_Level": 1.192134518, + "LDH_Level": 127.0590046, + "Calcium_Level": 8.773189332, + "Phosphorus_Level": 3.130184725, + "Glucose_Level": 102.4394584, + "Potassium_Level": 4.315260442, + "Sodium_Level": 140.874402, + "Smoking_Pack_Years": 5.146783694 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.97423259, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.95640776, + "White_Blood_Cell_Count": 9.831824291, + "Platelet_Count": 166.26285, + "Albumin_Level": 3.008206445, + "Alkaline_Phosphatase_Level": 38.11842206, + "Alanine_Aminotransferase_Level": 39.29218009, + "Aspartate_Aminotransferase_Level": 41.42278905, + "Creatinine_Level": 0.544406812, + "LDH_Level": 167.9683546, + "Calcium_Level": 8.833584495, + "Phosphorus_Level": 4.573550419, + "Glucose_Level": 137.9927142, + "Potassium_Level": 4.731384685, + "Sodium_Level": 136.2202074, + "Smoking_Pack_Years": 88.26275714 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.41512402, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.98192999, + "White_Blood_Cell_Count": 5.589060243, + "Platelet_Count": 312.9813409, + "Albumin_Level": 3.025228731, + "Alkaline_Phosphatase_Level": 81.69330122, + "Alanine_Aminotransferase_Level": 39.6252916, + "Aspartate_Aminotransferase_Level": 16.09039908, + "Creatinine_Level": 1.124453047, + "LDH_Level": 183.6407093, + "Calcium_Level": 10.31757064, + "Phosphorus_Level": 3.208152943, + "Glucose_Level": 79.75093307, + "Potassium_Level": 4.968409925, + "Sodium_Level": 142.4241861, + "Smoking_Pack_Years": 11.37311028 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.46034547, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.23275892, + "White_Blood_Cell_Count": 6.031030712, + "Platelet_Count": 216.8617307, + "Albumin_Level": 4.381681929, + "Alkaline_Phosphatase_Level": 50.20490741, + "Alanine_Aminotransferase_Level": 20.97943261, + "Aspartate_Aminotransferase_Level": 16.80472926, + "Creatinine_Level": 0.539895258, + "LDH_Level": 101.8105919, + "Calcium_Level": 9.945553154, + "Phosphorus_Level": 3.079796509, + "Glucose_Level": 110.7926551, + "Potassium_Level": 4.267210527, + "Sodium_Level": 137.6528634, + "Smoking_Pack_Years": 47.38916182 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.92587789, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.54268543, + "White_Blood_Cell_Count": 7.123193294, + "Platelet_Count": 313.6517796, + "Albumin_Level": 4.771156459, + "Alkaline_Phosphatase_Level": 87.94478243, + "Alanine_Aminotransferase_Level": 38.51625065, + "Aspartate_Aminotransferase_Level": 33.55390862, + "Creatinine_Level": 1.156680291, + "LDH_Level": 200.844619, + "Calcium_Level": 8.364730311, + "Phosphorus_Level": 3.669057452, + "Glucose_Level": 141.5305657, + "Potassium_Level": 3.95843899, + "Sodium_Level": 144.3659332, + "Smoking_Pack_Years": 96.61363838 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.01476728, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.55524885, + "White_Blood_Cell_Count": 3.568563817, + "Platelet_Count": 252.3304762, + "Albumin_Level": 3.222848353, + "Alkaline_Phosphatase_Level": 112.8324432, + "Alanine_Aminotransferase_Level": 18.85353982, + "Aspartate_Aminotransferase_Level": 26.88118185, + "Creatinine_Level": 1.461862056, + "LDH_Level": 168.8073294, + "Calcium_Level": 10.27292336, + "Phosphorus_Level": 2.83117358, + "Glucose_Level": 101.8966989, + "Potassium_Level": 4.89240056, + "Sodium_Level": 138.149772, + "Smoking_Pack_Years": 76.1084488 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.97180521, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.83701779, + "White_Blood_Cell_Count": 9.837867003, + "Platelet_Count": 255.7926559, + "Albumin_Level": 3.970675995, + "Alkaline_Phosphatase_Level": 43.38423345, + "Alanine_Aminotransferase_Level": 32.66844451, + "Aspartate_Aminotransferase_Level": 40.46186942, + "Creatinine_Level": 1.478256421, + "LDH_Level": 244.7032878, + "Calcium_Level": 9.945384868, + "Phosphorus_Level": 4.249490415, + "Glucose_Level": 75.03712057, + "Potassium_Level": 3.599446359, + "Sodium_Level": 137.1907453, + "Smoking_Pack_Years": 55.16314489 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.11587998, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 11.610599, + "White_Blood_Cell_Count": 8.81667412, + "Platelet_Count": 322.1900478, + "Albumin_Level": 3.760443086, + "Alkaline_Phosphatase_Level": 78.86393135, + "Alanine_Aminotransferase_Level": 26.8047784, + "Aspartate_Aminotransferase_Level": 48.42367215, + "Creatinine_Level": 1.189800047, + "LDH_Level": 118.0614924, + "Calcium_Level": 10.37727788, + "Phosphorus_Level": 4.387752404, + "Glucose_Level": 149.8811909, + "Potassium_Level": 4.552440407, + "Sodium_Level": 144.2431607, + "Smoking_Pack_Years": 25.52280715 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.31240357, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.88198805, + "White_Blood_Cell_Count": 7.038508719, + "Platelet_Count": 175.7290533, + "Albumin_Level": 4.981556082, + "Alkaline_Phosphatase_Level": 92.30386142, + "Alanine_Aminotransferase_Level": 18.78700786, + "Aspartate_Aminotransferase_Level": 25.49343332, + "Creatinine_Level": 0.54741678, + "LDH_Level": 234.2409307, + "Calcium_Level": 8.30479066, + "Phosphorus_Level": 3.413402152, + "Glucose_Level": 144.4670007, + "Potassium_Level": 3.680152024, + "Sodium_Level": 138.5351931, + "Smoking_Pack_Years": 78.6828458 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.45784374, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.12326328, + "White_Blood_Cell_Count": 5.861341995, + "Platelet_Count": 318.8228661, + "Albumin_Level": 4.192617052, + "Alkaline_Phosphatase_Level": 103.0367954, + "Alanine_Aminotransferase_Level": 9.591033626, + "Aspartate_Aminotransferase_Level": 47.92761881, + "Creatinine_Level": 1.251636557, + "LDH_Level": 196.1853763, + "Calcium_Level": 10.17405167, + "Phosphorus_Level": 4.084297376, + "Glucose_Level": 114.7650099, + "Potassium_Level": 3.538149638, + "Sodium_Level": 140.4855369, + "Smoking_Pack_Years": 88.80923251 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.52353251, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.9452544, + "White_Blood_Cell_Count": 5.431656014, + "Platelet_Count": 367.5185716, + "Albumin_Level": 4.268100513, + "Alkaline_Phosphatase_Level": 108.8518557, + "Alanine_Aminotransferase_Level": 20.96074765, + "Aspartate_Aminotransferase_Level": 49.72154589, + "Creatinine_Level": 1.026758969, + "LDH_Level": 199.9402972, + "Calcium_Level": 10.37017217, + "Phosphorus_Level": 4.700807909, + "Glucose_Level": 101.5746716, + "Potassium_Level": 4.207659284, + "Sodium_Level": 144.0801036, + "Smoking_Pack_Years": 32.41532921 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.71384849, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.92425944, + "White_Blood_Cell_Count": 4.295776055, + "Platelet_Count": 237.1503451, + "Albumin_Level": 3.146450669, + "Alkaline_Phosphatase_Level": 69.04286803, + "Alanine_Aminotransferase_Level": 25.1208547, + "Aspartate_Aminotransferase_Level": 32.67134994, + "Creatinine_Level": 1.17739392, + "LDH_Level": 196.2790777, + "Calcium_Level": 8.488890848, + "Phosphorus_Level": 4.482798516, + "Glucose_Level": 128.7825993, + "Potassium_Level": 4.37019612, + "Sodium_Level": 142.0972719, + "Smoking_Pack_Years": 87.08838287 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.04133236, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.72927749, + "White_Blood_Cell_Count": 4.170641682, + "Platelet_Count": 374.2466403, + "Albumin_Level": 3.234174794, + "Alkaline_Phosphatase_Level": 65.01149651, + "Alanine_Aminotransferase_Level": 32.03305363, + "Aspartate_Aminotransferase_Level": 10.21997823, + "Creatinine_Level": 0.740638452, + "LDH_Level": 234.0777444, + "Calcium_Level": 9.884283347, + "Phosphorus_Level": 4.250424131, + "Glucose_Level": 109.340839, + "Potassium_Level": 4.199832136, + "Sodium_Level": 141.3568855, + "Smoking_Pack_Years": 83.90787436 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 53.57912439, + "Alanine_Aminotransferase_Level": 7.245042782, + "Aspartate_Aminotransferase_Level": 44.82485527, + "Creatinine_Level": 0.826408392, + "LDH_Level": 106.2492709, + "Calcium_Level": 8.268808946, + "Phosphorus_Level": 2.969027314, + "Glucose_Level": 76.11830426, + "Potassium_Level": 4.628054289, + "Sodium_Level": 139.8900536, + "Smoking_Pack_Years": 58.7120177 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.5571479, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.3668249, + "White_Blood_Cell_Count": 8.735083363, + "Platelet_Count": 226.089673, + "Albumin_Level": 3.208461758, + "Alkaline_Phosphatase_Level": 41.98631608, + "Alanine_Aminotransferase_Level": 36.94990957, + "Aspartate_Aminotransferase_Level": 23.82194376, + "Creatinine_Level": 1.364906627, + "LDH_Level": 119.8359666, + "Calcium_Level": 9.488400421, + "Phosphorus_Level": 4.620244273, + "Glucose_Level": 134.3469525, + "Potassium_Level": 3.656397729, + "Sodium_Level": 143.215157, + "Smoking_Pack_Years": 47.09848888 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.59681058, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.72413064, + "White_Blood_Cell_Count": 5.536606001, + "Platelet_Count": 187.6149171, + "Albumin_Level": 3.467466427, + "Alkaline_Phosphatase_Level": 76.04792224, + "Alanine_Aminotransferase_Level": 16.01891909, + "Aspartate_Aminotransferase_Level": 41.53710367, + "Creatinine_Level": 0.986915147, + "LDH_Level": 119.0623074, + "Calcium_Level": 8.804855013, + "Phosphorus_Level": 3.081644439, + "Glucose_Level": 85.86417458, + "Potassium_Level": 4.912662891, + "Sodium_Level": 136.3664731, + "Smoking_Pack_Years": 52.49845728 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.48700651, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.07313605, + "White_Blood_Cell_Count": 4.468414316, + "Platelet_Count": 241.9372868, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.07640047, + "White_Blood_Cell_Count": 5.646003156, + "Platelet_Count": 311.4774125, + "Albumin_Level": 4.079949573, + "Alkaline_Phosphatase_Level": 46.80196786, + "Alanine_Aminotransferase_Level": 6.189668827, + "Aspartate_Aminotransferase_Level": 34.40099444, + "Creatinine_Level": 1.35559306, + "LDH_Level": 155.4468239, + "Calcium_Level": 9.467181584, + "Phosphorus_Level": 4.740752691, + "Glucose_Level": 128.8095922, + "Potassium_Level": 4.88449912, + "Sodium_Level": 141.3865033, + "Smoking_Pack_Years": 27.21684622 + }, + { + "Age": 75, + "Gender": 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"Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.70848824, + "White_Blood_Cell_Count": 7.50723476, + "Platelet_Count": 285.7236779, + "Albumin_Level": 3.170938941, + "Alkaline_Phosphatase_Level": 80.17843377, + "Alanine_Aminotransferase_Level": 36.45340689, + "Aspartate_Aminotransferase_Level": 45.33534426, + "Creatinine_Level": 0.832215932, + "LDH_Level": 114.036028, + "Calcium_Level": 8.913693865, + "Phosphorus_Level": 3.734408492, + "Glucose_Level": 131.7807789, + "Potassium_Level": 4.773877225, + "Sodium_Level": 142.5955192, + "Smoking_Pack_Years": 14.9947423 + }, + { + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.26243271, + "White_Blood_Cell_Count": 9.363781198, + "Platelet_Count": 202.7475235, + "Albumin_Level": 4.397544082, + "Alkaline_Phosphatase_Level": 95.86086981, + "Alanine_Aminotransferase_Level": 26.99869661, + "Aspartate_Aminotransferase_Level": 10.97486997, + "Creatinine_Level": 0.612351802, + "LDH_Level": 121.5985253, + "Calcium_Level": 8.046002897, + "Phosphorus_Level": 4.7715412, + "Glucose_Level": 137.7499029, + "Potassium_Level": 4.187577533, + "Sodium_Level": 136.8070768, + "Smoking_Pack_Years": 64.33066477 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.53017979, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.68947882, + "White_Blood_Cell_Count": 9.00457878, + "Platelet_Count": 283.2949572, + "Albumin_Level": 4.142375095, + "Alkaline_Phosphatase_Level": 75.46342539, + "Alanine_Aminotransferase_Level": 13.84096643, + "Aspartate_Aminotransferase_Level": 27.01843512, + "Creatinine_Level": 0.949834631, + "LDH_Level": 223.2619687, + "Calcium_Level": 8.645412444, + "Phosphorus_Level": 2.754755052, + "Glucose_Level": 144.8476283, + "Potassium_Level": 4.266951998, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 21.17658416, + "Creatinine_Level": 1.482024886, + "LDH_Level": 150.58897, + "Calcium_Level": 9.23461279, + "Phosphorus_Level": 3.524452472, + "Glucose_Level": 111.816396, + "Potassium_Level": 4.213578971, + "Sodium_Level": 142.3084438, + "Smoking_Pack_Years": 24.81165975 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.84598654, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 90, + 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4.955481467, + "Sodium_Level": 144.079499, + "Smoking_Pack_Years": 13.7170267 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.98731778, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 112, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.02935943, + "White_Blood_Cell_Count": 6.24894792, + "Platelet_Count": 179.0679817, + "Albumin_Level": 3.035775457, + "Alkaline_Phosphatase_Level": 60.65547217, + "Alanine_Aminotransferase_Level": 34.91743238, + "Aspartate_Aminotransferase_Level": 14.67122656, + "Creatinine_Level": 0.938248482, + "LDH_Level": 230.9797407, + "Calcium_Level": 9.964860887, + "Phosphorus_Level": 3.879417615, + "Glucose_Level": 113.0121427, + "Potassium_Level": 4.877141784, + "Sodium_Level": 143.641032, + "Smoking_Pack_Years": 15.47580174 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.95592109, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 74, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.8187808, + "White_Blood_Cell_Count": 5.29628445, + "Platelet_Count": 405.043805, + "Albumin_Level": 4.699375247, + "Alkaline_Phosphatase_Level": 85.05111734, + "Alanine_Aminotransferase_Level": 14.43363642, + "Aspartate_Aminotransferase_Level": 47.00844433, + "Creatinine_Level": 0.551466826, + "LDH_Level": 212.6674277, + "Calcium_Level": 8.160393945, + "Phosphorus_Level": 2.98611361, + "Glucose_Level": 138.388057, + "Potassium_Level": 4.057212405, + "Sodium_Level": 144.9740343, + "Smoking_Pack_Years": 20.24756048 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.71068752, + "Tumor_Location": "Lower 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.69171843, + "White_Blood_Cell_Count": 9.162332783, + "Platelet_Count": 355.1628473, + "Albumin_Level": 3.317577472, + "Alkaline_Phosphatase_Level": 108.1428428, + "Alanine_Aminotransferase_Level": 32.30289351, + "Aspartate_Aminotransferase_Level": 29.90107872, + "Creatinine_Level": 0.517356082, + "LDH_Level": 222.5499356, + "Calcium_Level": 10.01084612, + "Phosphorus_Level": 2.80725589, + "Glucose_Level": 118.5834348, + "Potassium_Level": 3.993152092, + "Sodium_Level": 138.7223356, + "Smoking_Pack_Years": 58.22885823 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.86866009, + "Glucose_Level": 96.97529268, + "Potassium_Level": 3.568984717, + "Sodium_Level": 144.2908457, + "Smoking_Pack_Years": 19.94747967 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.81715592, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.99373631, + "White_Blood_Cell_Count": 6.306079344, + "Platelet_Count": 445.6281039, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.34023012, + "White_Blood_Cell_Count": 3.888431415, + "Platelet_Count": 155.9871084, + "Albumin_Level": 4.616098206, + "Alkaline_Phosphatase_Level": 51.97224993, + "Alanine_Aminotransferase_Level": 13.92819228, + "Aspartate_Aminotransferase_Level": 29.32772031, + "Creatinine_Level": 1.399972756, + "LDH_Level": 135.979381, + "Calcium_Level": 10.18610242, + "Phosphorus_Level": 4.342267255, + "Glucose_Level": 92.59846458, + "Potassium_Level": 4.956879964, + "Sodium_Level": 143.4470365, + "Smoking_Pack_Years": 68.60466633 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.843225193, + "Phosphorus_Level": 4.372689117, + "Glucose_Level": 74.7398969, + "Potassium_Level": 4.454969154, + "Sodium_Level": 136.8583442, + "Smoking_Pack_Years": 97.92537415 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.64562802, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.2731087, + "White_Blood_Cell_Count": 7.102118199, + "Platelet_Count": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.63050384, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.08582736, + "White_Blood_Cell_Count": 9.862609339, + "Platelet_Count": 354.2562627, + "Albumin_Level": 3.8110217, + "Alkaline_Phosphatase_Level": 56.50792366, + "Alanine_Aminotransferase_Level": 6.969443475, + "Aspartate_Aminotransferase_Level": 33.07783245, + "Creatinine_Level": 0.833328357, + "LDH_Level": 246.7710088, + 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170.2157689, + "Calcium_Level": 9.277721326, + "Phosphorus_Level": 4.576390484, + "Glucose_Level": 81.01086951, + "Potassium_Level": 4.681109151, + "Sodium_Level": 143.1713298, + "Smoking_Pack_Years": 70.90585747 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.03724231, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.58203642, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.32265551, + "White_Blood_Cell_Count": 3.611410982, + "Platelet_Count": 286.7434329, + "Albumin_Level": 3.744682531, + "Alkaline_Phosphatase_Level": 51.71321525, + "Alanine_Aminotransferase_Level": 7.157719682, + "Aspartate_Aminotransferase_Level": 42.9835464, + "Creatinine_Level": 1.015496839, + "LDH_Level": 181.6107216, + "Calcium_Level": 9.066272112, + "Phosphorus_Level": 2.590546414, + "Glucose_Level": 72.00100772, + "Potassium_Level": 4.01953197, + "Sodium_Level": 136.9940539, + "Smoking_Pack_Years": 96.34324071 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.91559194, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + 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"Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.90750974, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.35681336, + "White_Blood_Cell_Count": 4.187208727, + "Platelet_Count": 152.3625084, + "Albumin_Level": 3.37634374, + "Alkaline_Phosphatase_Level": 107.1609605, + "Alanine_Aminotransferase_Level": 30.94896617, + "Aspartate_Aminotransferase_Level": 26.6177679, + "Creatinine_Level": 0.519782196, + "LDH_Level": 247.3272542, + "Calcium_Level": 9.115559203, + "Phosphorus_Level": 3.579955592, + "Glucose_Level": 103.3292337, + "Potassium_Level": 4.474126428, + "Sodium_Level": 135.755948, + "Smoking_Pack_Years": 39.91019647 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.93945006, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.71328881, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.62313829, + "White_Blood_Cell_Count": 7.865079279, + "Platelet_Count": 357.36302, + "Albumin_Level": 4.095604527, + "Alkaline_Phosphatase_Level": 46.48755413, + "Alanine_Aminotransferase_Level": 36.58002684, + "Aspartate_Aminotransferase_Level": 47.46155821, + "Creatinine_Level": 0.649863664, + "LDH_Level": 156.1169098, + "Calcium_Level": 8.505182079, + "Phosphorus_Level": 3.115669387, + "Glucose_Level": 98.28913002, + "Potassium_Level": 4.277404457, + "Sodium_Level": 142.0460592, + "Smoking_Pack_Years": 28.2102284 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.42794837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 45.72786436, + "Creatinine_Level": 0.973946932, + "LDH_Level": 174.8860083, + "Calcium_Level": 10.21774735, + "Phosphorus_Level": 2.748761049, + "Glucose_Level": 101.6325498, + "Potassium_Level": 4.480353988, + "Sodium_Level": 143.3702994, + "Smoking_Pack_Years": 58.31025734 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.89955349, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 74, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.67464388, + "White_Blood_Cell_Count": 9.610733354, + "Platelet_Count": 210.6641864, + "Albumin_Level": 3.490078595, + "Alkaline_Phosphatase_Level": 41.99512075, + "Alanine_Aminotransferase_Level": 36.06760755, + "Aspartate_Aminotransferase_Level": 19.3531084, + "Creatinine_Level": 0.534409697, + "LDH_Level": 152.7543197, + "Calcium_Level": 9.532270097, + "Phosphorus_Level": 4.345452618, + "Glucose_Level": 105.7178209, + "Potassium_Level": 3.728869516, + "Sodium_Level": 144.423041, + "Smoking_Pack_Years": 44.07844382 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 65.86769673, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.78072023, + "White_Blood_Cell_Count": 7.587944439, + "Platelet_Count": 347.168315, + "Albumin_Level": 3.590430054, + "Alkaline_Phosphatase_Level": 113.1478395, + "Alanine_Aminotransferase_Level": 37.94315835, + "Aspartate_Aminotransferase_Level": 15.01827195, + "Creatinine_Level": 1.012301474, + "LDH_Level": 103.5446879, + "Calcium_Level": 8.04454205, + "Phosphorus_Level": 3.527901879, + "Glucose_Level": 139.2538182, + "Potassium_Level": 3.934534764, + "Sodium_Level": 141.1072053, + "Smoking_Pack_Years": 54.15249805 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.06914072, + "Tumor_Location": "Middle 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"Potassium_Level": 3.725158721, + "Sodium_Level": 138.968092, + "Smoking_Pack_Years": 2.106310076 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.92531212, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.39529957, + "White_Blood_Cell_Count": 6.88365481, + "Platelet_Count": 343.7220321, + "Albumin_Level": 4.45128553, + "Alkaline_Phosphatase_Level": 34.01917135, + "Alanine_Aminotransferase_Level": 11.82067972, + "Aspartate_Aminotransferase_Level": 43.32000372, + "Creatinine_Level": 0.670116037, + "LDH_Level": 103.4274086, + "Calcium_Level": 8.063652035, + "Phosphorus_Level": 3.008353035, + "Glucose_Level": 125.8292463, + "Potassium_Level": 4.440499971, + "Sodium_Level": 141.2759448, + "Smoking_Pack_Years": 81.94942117 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.96232627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.352779, + "White_Blood_Cell_Count": 7.820034915, + "Platelet_Count": 382.4222758, + "Albumin_Level": 3.533215021, + "Alkaline_Phosphatase_Level": 94.98670904, + "Alanine_Aminotransferase_Level": 11.5337547, + "Aspartate_Aminotransferase_Level": 14.42424067, + "Creatinine_Level": 1.363897272, + "LDH_Level": 245.8746068, + "Calcium_Level": 9.573663428, + "Phosphorus_Level": 3.773125835, + "Glucose_Level": 90.43347506, + "Potassium_Level": 4.424510024, + "Sodium_Level": 144.7879518, + "Smoking_Pack_Years": 47.36768057 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.62140645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.09228044, + "White_Blood_Cell_Count": 6.540947324, + "Platelet_Count": 380.6156952, + "Albumin_Level": 3.411776673, + "Alkaline_Phosphatase_Level": 86.83830051, + "Alanine_Aminotransferase_Level": 22.62743821, + "Aspartate_Aminotransferase_Level": 44.05157006, + "Creatinine_Level": 1.01358554, + "LDH_Level": 205.7798166, + "Calcium_Level": 9.174578982, + "Phosphorus_Level": 4.006222637, + "Glucose_Level": 82.32278011, + "Potassium_Level": 3.884753086, + "Sodium_Level": 142.7072441, + "Smoking_Pack_Years": 55.29427333 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.98052436, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.2097425, + "White_Blood_Cell_Count": 3.966770371, + "Platelet_Count": 158.6738193, + "Albumin_Level": 3.926302913, + "Alkaline_Phosphatase_Level": 77.45728867, + "Alanine_Aminotransferase_Level": 17.99276983, + "Aspartate_Aminotransferase_Level": 25.4321309, + "Creatinine_Level": 0.731862416, + "LDH_Level": 216.7216679, + "Calcium_Level": 9.945117483, + "Phosphorus_Level": 4.760474477, + "Glucose_Level": 101.1573665, + "Potassium_Level": 3.873395279, + "Sodium_Level": 139.219848, + "Smoking_Pack_Years": 18.57084707 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.13872113, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.63283404, + "White_Blood_Cell_Count": 6.860629572, + "Platelet_Count": 378.0959388, + "Albumin_Level": 4.761658738, + "Alkaline_Phosphatase_Level": 56.99150878, + "Alanine_Aminotransferase_Level": 26.35975258, + "Aspartate_Aminotransferase_Level": 34.62250138, + "Creatinine_Level": 1.153535028, + "LDH_Level": 126.8347584, + "Calcium_Level": 9.995036716, + "Phosphorus_Level": 2.54644751, + "Glucose_Level": 88.8845584, + "Potassium_Level": 4.095829428, + "Sodium_Level": 136.2619477, + "Smoking_Pack_Years": 3.731141082 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.20651497, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.32437973, + "White_Blood_Cell_Count": 9.88023756, + "Platelet_Count": 338.033029, + "Albumin_Level": 4.132782554, + "Alkaline_Phosphatase_Level": 61.69407644, + "Alanine_Aminotransferase_Level": 35.92540834, + "Aspartate_Aminotransferase_Level": 34.13349723, + "Creatinine_Level": 0.669278758, + "LDH_Level": 197.1879434, + "Calcium_Level": 9.661928234, + "Phosphorus_Level": 2.542519954, + "Glucose_Level": 124.5568567, + "Potassium_Level": 4.767981984, + "Sodium_Level": 139.7372805, + "Smoking_Pack_Years": 41.32147909 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.85810387, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.32706552, + "White_Blood_Cell_Count": 9.677631322, + "Platelet_Count": 203.7366608, + "Albumin_Level": 3.22892794, + "Alkaline_Phosphatase_Level": 35.79357711, + "Alanine_Aminotransferase_Level": 30.33159345, + "Aspartate_Aminotransferase_Level": 19.67903939, + "Creatinine_Level": 0.849718388, + "LDH_Level": 141.2972502, + "Calcium_Level": 10.14401745, + "Phosphorus_Level": 3.676867966, + "Glucose_Level": 127.2867323, + "Potassium_Level": 3.899466502, + "Sodium_Level": 138.2934095, + "Smoking_Pack_Years": 83.79141231 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.78014233, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.94844228, + "White_Blood_Cell_Count": 7.646050099, + "Platelet_Count": 211.9048237, + "Albumin_Level": 4.214951929, + "Alkaline_Phosphatase_Level": 34.13098502, + "Alanine_Aminotransferase_Level": 31.69386395, + "Aspartate_Aminotransferase_Level": 35.32979108, + "Creatinine_Level": 0.555186268, + "LDH_Level": 121.144435, + "Calcium_Level": 8.465824545, + "Phosphorus_Level": 4.82170472, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.19716301, + "White_Blood_Cell_Count": 8.006478778, + "Platelet_Count": 337.2481164, + "Albumin_Level": 4.007802382, + "Alkaline_Phosphatase_Level": 33.56843644, + "Alanine_Aminotransferase_Level": 8.692439806, + "Aspartate_Aminotransferase_Level": 16.63668982, + "Creatinine_Level": 1.202020892, + "LDH_Level": 232.1911929, + "Calcium_Level": 9.47804497, + "Phosphorus_Level": 3.365673689, + "Glucose_Level": 78.33280927, + "Potassium_Level": 3.958333439, + "Sodium_Level": 138.6543038, + "Smoking_Pack_Years": 72.62495008 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.17598032, + "White_Blood_Cell_Count": 3.796000707, + "Platelet_Count": 286.7810246, + "Albumin_Level": 4.303771993, + "Alkaline_Phosphatase_Level": 50.29519423, + "Alanine_Aminotransferase_Level": 23.79518516, + "Aspartate_Aminotransferase_Level": 18.19303781, + "Creatinine_Level": 0.611090345, + "LDH_Level": 223.4347937, + "Calcium_Level": 10.09156548, + "Phosphorus_Level": 3.84495629, + "Glucose_Level": 119.1641503, + "Potassium_Level": 4.116888988, + "Sodium_Level": 136.2420718, + "Smoking_Pack_Years": 46.41354344 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": 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"No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.55910617, + "White_Blood_Cell_Count": 8.569706763, + "Platelet_Count": 428.5328896, + "Albumin_Level": 4.275433306, + "Alkaline_Phosphatase_Level": 66.17771404, + "Alanine_Aminotransferase_Level": 36.51858683, + "Aspartate_Aminotransferase_Level": 49.2259381, + "Creatinine_Level": 0.64264588, + "LDH_Level": 216.7147964, + "Calcium_Level": 8.695159768, + "Phosphorus_Level": 4.236553923, + "Glucose_Level": 93.03079403, + "Potassium_Level": 4.102721747, + "Sodium_Level": 138.4642449, + "Smoking_Pack_Years": 90.0135398 + }, + { + "Age": 45, + "Gender": "Male", + 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168.6795758, + "Calcium_Level": 10.06841552, + "Phosphorus_Level": 4.075263013, + "Glucose_Level": 100.0918322, + "Potassium_Level": 4.295660426, + "Sodium_Level": 143.7210022, + "Smoking_Pack_Years": 66.49551946 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.09873493, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.24211968, + "White_Blood_Cell_Count": 4.629538994, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.20991651, + "White_Blood_Cell_Count": 8.662617545, + "Platelet_Count": 166.4534733, + "Albumin_Level": 3.801620848, + "Alkaline_Phosphatase_Level": 98.5043689, + "Alanine_Aminotransferase_Level": 14.08305495, + "Aspartate_Aminotransferase_Level": 11.3278223, + "Creatinine_Level": 1.117107201, + "LDH_Level": 110.1219781, + "Calcium_Level": 8.649472485, + "Phosphorus_Level": 3.253735724, + "Glucose_Level": 140.2489915, + "Potassium_Level": 4.870400602, + "Sodium_Level": 140.4634073, + "Smoking_Pack_Years": 85.18663364 + }, + { + "Age": 59, + "Gender": "Male", 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.80771242, + "White_Blood_Cell_Count": 7.521347693, + "Platelet_Count": 398.7098952, + "Albumin_Level": 4.381319429, + "Alkaline_Phosphatase_Level": 98.55652705, + "Alanine_Aminotransferase_Level": 29.92752991, + "Aspartate_Aminotransferase_Level": 49.14813704, + "Creatinine_Level": 0.669404062, + "LDH_Level": 216.8011756, + "Calcium_Level": 9.345635755, + "Phosphorus_Level": 2.556243831, + "Glucose_Level": 81.45032517, + "Potassium_Level": 4.316704854, + "Sodium_Level": 137.6853785, + "Smoking_Pack_Years": 25.7789844 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.95207454, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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141.626709, + "Smoking_Pack_Years": 91.85757334 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.7215112, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.63341108, + "White_Blood_Cell_Count": 6.167952847, + "Platelet_Count": 266.6029694, + "Albumin_Level": 4.134002546, + "Alkaline_Phosphatase_Level": 110.8515601, + "Alanine_Aminotransferase_Level": 26.11877092, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.24920082, + "White_Blood_Cell_Count": 4.312904819, + "Platelet_Count": 414.8202814, + "Albumin_Level": 4.862942316, + "Alkaline_Phosphatase_Level": 99.98393796, + "Alanine_Aminotransferase_Level": 23.85450774, + "Aspartate_Aminotransferase_Level": 12.31114978, + "Creatinine_Level": 0.641040129, + "LDH_Level": 179.1501101, + "Calcium_Level": 9.645529101, + "Phosphorus_Level": 4.695260216, + "Glucose_Level": 87.56841102, + "Potassium_Level": 4.865614379, + "Sodium_Level": 140.3845096, + "Smoking_Pack_Years": 71.49571919 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.7820224, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.15722667, + "White_Blood_Cell_Count": 6.506700423, + "Platelet_Count": 154.4835035, + "Albumin_Level": 4.240285886, + "Alkaline_Phosphatase_Level": 96.85603588, + "Alanine_Aminotransferase_Level": 33.94876864, + "Aspartate_Aminotransferase_Level": 23.37491411, + "Creatinine_Level": 1.207550945, + "LDH_Level": 182.4681428, + "Calcium_Level": 8.213081134, + "Phosphorus_Level": 4.417940073, + "Glucose_Level": 82.06800752, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.28807766, + "White_Blood_Cell_Count": 9.595483377, + "Platelet_Count": 230.8978994, + "Albumin_Level": 3.502686885, + "Alkaline_Phosphatase_Level": 39.59857223, + "Alanine_Aminotransferase_Level": 13.80750132, + "Aspartate_Aminotransferase_Level": 48.224788, + "Creatinine_Level": 0.94612135, + "LDH_Level": 100.2473012, + "Calcium_Level": 10.36010583, + "Phosphorus_Level": 4.886122818, + "Glucose_Level": 102.1186623, + "Potassium_Level": 4.942787056, + "Sodium_Level": 137.4088912, + "Smoking_Pack_Years": 8.613519094 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.40113965, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.77535923, + "White_Blood_Cell_Count": 6.430160775, + "Platelet_Count": 387.3813381, + "Albumin_Level": 3.861122801, + "Alkaline_Phosphatase_Level": 67.76782488, + "Alanine_Aminotransferase_Level": 30.5810406, + "Aspartate_Aminotransferase_Level": 25.57483176, + "Creatinine_Level": 1.192206182, + "LDH_Level": 144.5033085, + "Calcium_Level": 8.308539441, + "Phosphorus_Level": 4.006357626, + "Glucose_Level": 148.8405492, + "Potassium_Level": 3.973394394, + "Sodium_Level": 140.7307024, + "Smoking_Pack_Years": 74.09823183 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.79810344, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.70096632, + "White_Blood_Cell_Count": 8.425320717, + "Platelet_Count": 305.5934767, + "Albumin_Level": 4.481243404, + "Alkaline_Phosphatase_Level": 58.68219344, + "Alanine_Aminotransferase_Level": 14.88069371, + "Aspartate_Aminotransferase_Level": 15.15998953, + "Creatinine_Level": 0.503570573, + "LDH_Level": 153.1782523, + "Calcium_Level": 8.184522392, + 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"No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.8712798, + "White_Blood_Cell_Count": 6.926454396, + "Platelet_Count": 268.209374, + "Albumin_Level": 4.220986973, + "Alkaline_Phosphatase_Level": 65.94548042, + "Alanine_Aminotransferase_Level": 26.35465332, + "Aspartate_Aminotransferase_Level": 12.25460564, + "Creatinine_Level": 1.045217468, + "LDH_Level": 135.3509608, + "Calcium_Level": 9.087194901, + "Phosphorus_Level": 3.613268396, + "Glucose_Level": 76.91307525, + "Potassium_Level": 4.788884605, + "Sodium_Level": 139.7326707, + "Smoking_Pack_Years": 66.6364828 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.96917995, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.13210596, + "White_Blood_Cell_Count": 4.859555609, + "Platelet_Count": 361.4166904, + "Albumin_Level": 4.998932222, + "Alkaline_Phosphatase_Level": 63.62554546, + "Alanine_Aminotransferase_Level": 23.32620039, + "Aspartate_Aminotransferase_Level": 34.5869, + "Creatinine_Level": 1.391799946, + "LDH_Level": 238.9737425, + "Calcium_Level": 10.2264349, + "Phosphorus_Level": 4.174163889, + "Glucose_Level": 129.174989, + "Potassium_Level": 3.956407116, + "Sodium_Level": 140.6801701, + "Smoking_Pack_Years": 48.59828715 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.91164849, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.59821071, + "White_Blood_Cell_Count": 7.947699516, + "Platelet_Count": 289.4708699, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.00445795, + "White_Blood_Cell_Count": 7.093673805, + "Platelet_Count": 264.3660759, + "Albumin_Level": 4.37910713, + "Alkaline_Phosphatase_Level": 72.78294828, + "Alanine_Aminotransferase_Level": 32.70041523, + "Aspartate_Aminotransferase_Level": 17.69653244, + "Creatinine_Level": 0.801888659, + "LDH_Level": 123.7427014, + "Calcium_Level": 8.246500005, + "Phosphorus_Level": 3.646048133, + "Glucose_Level": 77.08378497, + "Potassium_Level": 3.880423356, + "Sodium_Level": 144.9742308, + "Smoking_Pack_Years": 44.0491676 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": 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8.641271853, + "Phosphorus_Level": 2.630358909, + "Glucose_Level": 133.9343662, + "Potassium_Level": 4.995726553, + "Sodium_Level": 136.5522553, + "Smoking_Pack_Years": 86.78331013 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.12943557, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.73004622, + "White_Blood_Cell_Count": 4.248524092, + "Platelet_Count": 203.1061754, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.26010376, + "White_Blood_Cell_Count": 3.508754599, + "Platelet_Count": 181.0715931, + "Albumin_Level": 3.393490002, + "Alkaline_Phosphatase_Level": 104.560229, + "Alanine_Aminotransferase_Level": 27.87920762, + "Aspartate_Aminotransferase_Level": 25.6720197, + "Creatinine_Level": 1.446983429, + "LDH_Level": 209.9187703, + "Calcium_Level": 9.079446735, + "Phosphorus_Level": 4.794882908, + "Glucose_Level": 105.706114, + "Potassium_Level": 3.761747679, + "Sodium_Level": 138.0263762, + "Smoking_Pack_Years": 34.63792926 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.10904228, + "White_Blood_Cell_Count": 4.482004885, + "Platelet_Count": 449.7723729, + "Albumin_Level": 4.093564689, + "Alkaline_Phosphatase_Level": 53.11361873, + "Alanine_Aminotransferase_Level": 17.03005971, + "Aspartate_Aminotransferase_Level": 16.61719795, + "Creatinine_Level": 1.137686815, + "LDH_Level": 192.9555171, + "Calcium_Level": 9.688351331, + "Phosphorus_Level": 3.16624203, + "Glucose_Level": 131.6900862, + "Potassium_Level": 4.581834594, + "Sodium_Level": 136.0508104, + "Smoking_Pack_Years": 94.47786362 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.76746728, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.71661816, + "White_Blood_Cell_Count": 3.536603641, + "Platelet_Count": 412.3229319, + "Albumin_Level": 4.439598777, + "Alkaline_Phosphatase_Level": 64.66256793, + "Alanine_Aminotransferase_Level": 33.63723615, + "Aspartate_Aminotransferase_Level": 15.94700335, + "Creatinine_Level": 0.745480796, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.1206451, + "White_Blood_Cell_Count": 8.426334431, + "Platelet_Count": 398.4422115, + "Albumin_Level": 3.357168844, + "Alkaline_Phosphatase_Level": 53.49133507, + "Alanine_Aminotransferase_Level": 6.674751888, + "Aspartate_Aminotransferase_Level": 24.49404489, + "Creatinine_Level": 0.747499181, + "LDH_Level": 222.7675973, + "Calcium_Level": 8.359548132, + "Phosphorus_Level": 3.734600976, + "Glucose_Level": 138.4423147, + "Potassium_Level": 3.702109048, + "Sodium_Level": 139.1378872, + "Smoking_Pack_Years": 15.32759428 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.18028452, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.52608529, + "White_Blood_Cell_Count": 4.039143964, + "Platelet_Count": 429.1439577, + "Albumin_Level": 3.193314575, + "Alkaline_Phosphatase_Level": 56.44910239, + "Alanine_Aminotransferase_Level": 29.40486705, + "Aspartate_Aminotransferase_Level": 48.59805795, + "Creatinine_Level": 1.451519615, + "LDH_Level": 183.3573507, + "Calcium_Level": 10.4603116, + "Phosphorus_Level": 2.620449906, + "Glucose_Level": 100.3115427, + "Potassium_Level": 4.048757912, + "Sodium_Level": 143.8478422, + "Smoking_Pack_Years": 36.52631822 + }, + { 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"Creatinine_Level": 0.583812696, + "LDH_Level": 101.4074828, + "Calcium_Level": 8.339460527, + "Phosphorus_Level": 2.955753348, + "Glucose_Level": 132.0730948, + "Potassium_Level": 3.625734928, + "Sodium_Level": 144.04014, + "Smoking_Pack_Years": 17.87581089 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.43905926, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.56451622, + "White_Blood_Cell_Count": 7.617656202, + "Platelet_Count": 385.2016619, + "Albumin_Level": 4.775983533, + "Alkaline_Phosphatase_Level": 119.3494149, + "Alanine_Aminotransferase_Level": 33.39761824, + "Aspartate_Aminotransferase_Level": 43.50750725, + "Creatinine_Level": 0.905318233, + "LDH_Level": 211.5277738, + "Calcium_Level": 10.43884538, + "Phosphorus_Level": 4.41623689, + "Glucose_Level": 98.01848796, + "Potassium_Level": 4.522413048, + "Sodium_Level": 141.4114405, + "Smoking_Pack_Years": 48.56126642 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.17086514, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.86198569, + "White_Blood_Cell_Count": 6.166508661, + "Platelet_Count": 294.4595755, + "Albumin_Level": 4.246823367, + "Alkaline_Phosphatase_Level": 111.9498211, + "Alanine_Aminotransferase_Level": 27.32269192, + "Aspartate_Aminotransferase_Level": 32.87575294, + "Creatinine_Level": 1.102591013, + "LDH_Level": 240.2878684, + "Calcium_Level": 9.581488528, + "Phosphorus_Level": 4.276928643, + "Glucose_Level": 85.56887254, + "Potassium_Level": 3.896822846, + "Sodium_Level": 139.8714211, + "Smoking_Pack_Years": 41.24093149 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.25750345, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.35227209, + "White_Blood_Cell_Count": 6.376525699, + "Platelet_Count": 373.6890483, + "Albumin_Level": 4.345243185, + "Alkaline_Phosphatase_Level": 36.4100906, + "Alanine_Aminotransferase_Level": 20.75175727, + "Aspartate_Aminotransferase_Level": 30.42268328, + "Creatinine_Level": 0.958200529, + "LDH_Level": 146.3001231, + "Calcium_Level": 9.73978039, + "Phosphorus_Level": 3.637105027, + "Glucose_Level": 136.6744745, + "Potassium_Level": 3.500824747, + "Sodium_Level": 140.3769923, + "Smoking_Pack_Years": 9.633250904 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.4334549, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.12307688, + "White_Blood_Cell_Count": 5.951047281, + "Platelet_Count": 209.9108301, + "Albumin_Level": 4.552468966, + "Alkaline_Phosphatase_Level": 32.77285417, + "Alanine_Aminotransferase_Level": 20.48377782, + "Aspartate_Aminotransferase_Level": 36.71940623, + "Creatinine_Level": 0.802946224, + "LDH_Level": 209.9036135, + "Calcium_Level": 10.22118793, + "Phosphorus_Level": 4.91982919, + "Glucose_Level": 120.1199529, + "Potassium_Level": 4.772805516, + "Sodium_Level": 141.0653333, + "Smoking_Pack_Years": 66.57390571 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.97942459, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.26270843, + "White_Blood_Cell_Count": 7.916819839, + "Platelet_Count": 313.6710427, + "Albumin_Level": 3.602542834, + "Alkaline_Phosphatase_Level": 36.33800131, + "Alanine_Aminotransferase_Level": 28.2847431, + "Aspartate_Aminotransferase_Level": 27.39777596, + "Creatinine_Level": 0.679499335, + "LDH_Level": 121.7525824, + "Calcium_Level": 9.787347771, + "Phosphorus_Level": 3.770649437, + "Glucose_Level": 145.2106572, + "Potassium_Level": 4.674291323, + "Sodium_Level": 136.7768608, + "Smoking_Pack_Years": 38.44938977 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.19607949, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.22304533, + "White_Blood_Cell_Count": 8.561875764, + "Platelet_Count": 177.4597044, + "Albumin_Level": 4.221055465, + "Alkaline_Phosphatase_Level": 108.6317204, + "Alanine_Aminotransferase_Level": 21.19044451, + "Aspartate_Aminotransferase_Level": 13.55661691, + "Creatinine_Level": 1.467897808, + "LDH_Level": 239.8081179, + "Calcium_Level": 8.622626495, + "Phosphorus_Level": 3.872711009, + "Glucose_Level": 132.5576329, + "Potassium_Level": 3.522754856, + "Sodium_Level": 140.6762523, + "Smoking_Pack_Years": 94.1544637 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.04117681, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 15.40280423, + "White_Blood_Cell_Count": 3.541491463, + "Platelet_Count": 366.3603932, + "Albumin_Level": 3.118801459, + "Alkaline_Phosphatase_Level": 119.9270629, + "Alanine_Aminotransferase_Level": 14.39471429, + "Aspartate_Aminotransferase_Level": 36.63496759, + "Creatinine_Level": 1.376744126, + "LDH_Level": 176.9503941, + "Calcium_Level": 9.965612457, + "Phosphorus_Level": 3.830442562, + "Glucose_Level": 147.9246362, + "Potassium_Level": 4.965692649, + "Sodium_Level": 141.2379212, + "Smoking_Pack_Years": 21.22251149 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.16812227, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.71362897, + "White_Blood_Cell_Count": 5.910949286, + "Platelet_Count": 158.2065148, + "Albumin_Level": 4.449220083, + "Alkaline_Phosphatase_Level": 47.88543494, + "Alanine_Aminotransferase_Level": 13.89976045, + "Aspartate_Aminotransferase_Level": 37.94083475, + "Creatinine_Level": 0.868456147, + "LDH_Level": 165.7494033, + "Calcium_Level": 8.850889714, + "Phosphorus_Level": 2.789386725, + "Glucose_Level": 125.5311352, + "Potassium_Level": 4.895708365, + "Sodium_Level": 139.1990017, + "Smoking_Pack_Years": 13.32606479 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.27476954, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.7575914, + "White_Blood_Cell_Count": 3.625410922, + "Platelet_Count": 245.3882492, + "Albumin_Level": 3.122888487, + "Alkaline_Phosphatase_Level": 93.81616373, + "Alanine_Aminotransferase_Level": 30.96195959, + "Aspartate_Aminotransferase_Level": 30.72860212, + "Creatinine_Level": 0.598492799, + "LDH_Level": 182.7271863, + "Calcium_Level": 8.195697198, + "Phosphorus_Level": 4.080711221, + "Glucose_Level": 80.38967483, + "Potassium_Level": 4.283118785, + "Sodium_Level": 141.2327333, + "Smoking_Pack_Years": 9.920322729 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.34924942, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.59275805, + "White_Blood_Cell_Count": 9.309898899, + "Platelet_Count": 297.2673874, + "Albumin_Level": 3.516136249, + "Alkaline_Phosphatase_Level": 89.83142399, + "Alanine_Aminotransferase_Level": 29.58730499, + "Aspartate_Aminotransferase_Level": 15.84554113, + "Creatinine_Level": 1.138458304, + "LDH_Level": 131.5876417, + "Calcium_Level": 8.915371227, + "Phosphorus_Level": 2.813265678, + "Glucose_Level": 146.8949342, + "Potassium_Level": 4.033318808, + "Sodium_Level": 141.3296244, + "Smoking_Pack_Years": 40.09440755 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.82433374, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.56814388, + "White_Blood_Cell_Count": 5.080584402, + "Platelet_Count": 412.7799797, + "Albumin_Level": 4.590908753, + "Alkaline_Phosphatase_Level": 54.55629536, + "Alanine_Aminotransferase_Level": 11.74953871, + "Aspartate_Aminotransferase_Level": 40.71790196, + "Creatinine_Level": 0.904135344, + "LDH_Level": 216.9094162, + "Calcium_Level": 8.477300229, + "Phosphorus_Level": 3.226258782, + "Glucose_Level": 116.4326266, + "Potassium_Level": 4.021961145, + "Sodium_Level": 136.3245756, + "Smoking_Pack_Years": 16.27858772 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.05787791, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.34273679, + "White_Blood_Cell_Count": 8.138278941, + "Platelet_Count": 164.9579768, + "Albumin_Level": 3.051497963, + "Alkaline_Phosphatase_Level": 103.3010414, + "Alanine_Aminotransferase_Level": 35.84172919, + "Aspartate_Aminotransferase_Level": 36.48658286, + "Creatinine_Level": 1.256853711, + "LDH_Level": 231.1068898, + "Calcium_Level": 9.943721825, + "Phosphorus_Level": 3.834496516, + "Glucose_Level": 95.04094315, + "Potassium_Level": 4.13269987, + "Sodium_Level": 138.0234718, + "Smoking_Pack_Years": 79.7090314 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.24675991, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.95257193, + "White_Blood_Cell_Count": 8.089434825, + "Platelet_Count": 416.8054318, + "Albumin_Level": 4.894923084, + "Alkaline_Phosphatase_Level": 116.8616167, + "Alanine_Aminotransferase_Level": 27.94181402, + "Aspartate_Aminotransferase_Level": 32.09148613, + "Creatinine_Level": 1.317778927, + "LDH_Level": 173.9689678, + "Calcium_Level": 8.798071057, + "Phosphorus_Level": 2.602580126, + "Glucose_Level": 130.0624729, + "Potassium_Level": 4.848562629, + "Sodium_Level": 144.1680451, + "Smoking_Pack_Years": 11.14987442 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.00022402, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.12797029, + "White_Blood_Cell_Count": 9.236161862, + "Platelet_Count": 251.1430383, + "Albumin_Level": 3.19066803, + "Alkaline_Phosphatase_Level": 80.74467321, + "Alanine_Aminotransferase_Level": 19.63038289, + "Aspartate_Aminotransferase_Level": 11.21752129, + "Creatinine_Level": 1.049797412, + "LDH_Level": 224.2071307, + "Calcium_Level": 9.598421041, + "Phosphorus_Level": 3.413288964, + "Glucose_Level": 121.81874, + "Potassium_Level": 3.838545419, + "Sodium_Level": 144.4393605, + "Smoking_Pack_Years": 52.25289537 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.91144822, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.94027641, + "White_Blood_Cell_Count": 9.460072071, + "Platelet_Count": 267.1564125, + "Albumin_Level": 4.939207862, + "Alkaline_Phosphatase_Level": 96.47309554, + "Alanine_Aminotransferase_Level": 39.11318636, + "Aspartate_Aminotransferase_Level": 40.75224839, + "Creatinine_Level": 0.713876448, + "LDH_Level": 212.4936267, + "Calcium_Level": 8.712155921, + "Phosphorus_Level": 3.61288123, + "Glucose_Level": 139.1578679, + "Potassium_Level": 3.994793398, + "Sodium_Level": 135.2156053, + "Smoking_Pack_Years": 86.21098895 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.03399357, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.17894753, + "White_Blood_Cell_Count": 7.524397576, + "Platelet_Count": 392.8815588, + "Albumin_Level": 4.875460388, + "Alkaline_Phosphatase_Level": 90.93542048, + "Alanine_Aminotransferase_Level": 12.03287379, + "Aspartate_Aminotransferase_Level": 38.02309163, + "Creatinine_Level": 1.322076153, + "LDH_Level": 108.1110913, + "Calcium_Level": 9.938575191, + "Phosphorus_Level": 4.275486928, + "Glucose_Level": 92.46467946, + "Potassium_Level": 3.981359881, + "Sodium_Level": 143.723855, + "Smoking_Pack_Years": 44.53890438 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.12747466, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.22455347, + "White_Blood_Cell_Count": 7.636377302, + "Platelet_Count": 216.5144418, + "Albumin_Level": 3.782725972, + "Alkaline_Phosphatase_Level": 54.43647661, + "Alanine_Aminotransferase_Level": 14.47143482, + "Aspartate_Aminotransferase_Level": 39.67121724, + "Creatinine_Level": 1.205511245, + "LDH_Level": 214.4087349, + "Calcium_Level": 8.038839381, + "Phosphorus_Level": 2.546610143, + "Glucose_Level": 73.64800735, + "Potassium_Level": 4.199639412, + "Sodium_Level": 135.0712625, + "Smoking_Pack_Years": 63.33094475 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.859676, + "Tumor_Location": "Lower 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122.8485839, + "Potassium_Level": 4.013256647, + "Sodium_Level": 139.0477722, + "Smoking_Pack_Years": 11.59096294 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.57867091, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.67109119, + "White_Blood_Cell_Count": 6.606154147, + "Platelet_Count": 189.2138718, + "Albumin_Level": 4.024570248, + "Alkaline_Phosphatase_Level": 50.4438902, 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"Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.42702705, + "White_Blood_Cell_Count": 7.094506336, + "Platelet_Count": 449.1875421, + "Albumin_Level": 4.330740555, + "Alkaline_Phosphatase_Level": 37.82684718, + "Alanine_Aminotransferase_Level": 34.43940133, + "Aspartate_Aminotransferase_Level": 17.35915611, + "Creatinine_Level": 1.165520102, + "LDH_Level": 190.4564552, + "Calcium_Level": 8.157836976, + "Phosphorus_Level": 4.257883845, + "Glucose_Level": 118.2930505, + "Potassium_Level": 4.574637534, + "Sodium_Level": 136.573785, + "Smoking_Pack_Years": 36.45818326 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.88364811, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.61260136, + "White_Blood_Cell_Count": 6.918724847, + "Platelet_Count": 265.4917769, + "Albumin_Level": 4.516048139, + "Alkaline_Phosphatase_Level": 107.301342, + "Alanine_Aminotransferase_Level": 6.724594894, + "Aspartate_Aminotransferase_Level": 21.13132839, + "Creatinine_Level": 1.489441701, + "LDH_Level": 179.8487768, + "Calcium_Level": 9.7855038, + "Phosphorus_Level": 3.239582412, + "Glucose_Level": 102.9852324, + "Potassium_Level": 4.339692778, + "Sodium_Level": 142.5488147, + "Smoking_Pack_Years": 70.44281451 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.20251831, + "Tumor_Location": 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"Glucose_Level": 124.7684357, + "Potassium_Level": 4.099996796, + "Sodium_Level": 143.3616689, + "Smoking_Pack_Years": 29.5823753 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.54669802, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.78307189, + "White_Blood_Cell_Count": 7.201923288, + "Platelet_Count": 331.0728031, + "Albumin_Level": 3.346586923, + "Alkaline_Phosphatase_Level": 30.41091876, + "Alanine_Aminotransferase_Level": 11.87144191, + "Aspartate_Aminotransferase_Level": 15.00910373, + "Creatinine_Level": 1.164986831, + "LDH_Level": 235.3887761, + "Calcium_Level": 8.999945624, + "Phosphorus_Level": 4.00369217, + "Glucose_Level": 81.20940966, + "Potassium_Level": 4.192719772, + "Sodium_Level": 144.7898943, + "Smoking_Pack_Years": 89.21670003 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.20788156, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.39766856, + "White_Blood_Cell_Count": 7.879476313, + "Platelet_Count": 165.2487503, + "Albumin_Level": 3.589740966, + "Alkaline_Phosphatase_Level": 63.4355903, + "Alanine_Aminotransferase_Level": 12.80035827, + "Aspartate_Aminotransferase_Level": 28.8800805, + "Creatinine_Level": 0.799110124, + "LDH_Level": 183.4287084, + "Calcium_Level": 10.0204731, + "Phosphorus_Level": 2.598588284, + "Glucose_Level": 118.7875908, + "Potassium_Level": 3.7417748, + "Sodium_Level": 139.8526003, + "Smoking_Pack_Years": 4.51503697 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never 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"Calcium_Level": 10.43556819, + "Phosphorus_Level": 2.788154572, + "Glucose_Level": 89.07224302, + "Potassium_Level": 3.973497644, + "Sodium_Level": 142.0461819, + "Smoking_Pack_Years": 26.77135138 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.37749649, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.52129707, + "White_Blood_Cell_Count": 7.333785379, + "Platelet_Count": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.82277877, + "White_Blood_Cell_Count": 8.833366235, + "Platelet_Count": 239.1513366, + "Albumin_Level": 3.800586746, + "Alkaline_Phosphatase_Level": 112.334842, + "Alanine_Aminotransferase_Level": 22.92807389, + "Aspartate_Aminotransferase_Level": 24.50540265, + "Creatinine_Level": 1.195375993, + "LDH_Level": 211.7002501, + "Calcium_Level": 10.33774723, + "Phosphorus_Level": 2.749793408, + "Glucose_Level": 83.89796562, + "Potassium_Level": 4.540786567, + "Sodium_Level": 142.461768, + "Smoking_Pack_Years": 83.16359203 + }, + { + "Age": 68, + "Gender": "Male", 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216.6540917, + "Calcium_Level": 9.399440403, + "Phosphorus_Level": 2.507275794, + "Glucose_Level": 103.6200327, + "Potassium_Level": 4.524049022, + "Sodium_Level": 141.1178185, + "Smoking_Pack_Years": 53.89151094 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.33928071, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.68293289, + "White_Blood_Cell_Count": 8.708052726, + 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234.3458738, + "Calcium_Level": 9.972327693, + "Phosphorus_Level": 2.763970047, + "Glucose_Level": 96.7756097, + "Potassium_Level": 3.535208931, + "Sodium_Level": 141.7777916, + "Smoking_Pack_Years": 78.55398787 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.10562227, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.58247588, + "White_Blood_Cell_Count": 9.419916415, + "Platelet_Count": 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"Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.52851546, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.08439586, + "White_Blood_Cell_Count": 8.479768231, + "Platelet_Count": 150.7777313, + "Albumin_Level": 4.625183592, + "Alkaline_Phosphatase_Level": 53.16282546, + "Alanine_Aminotransferase_Level": 26.74963788, + "Aspartate_Aminotransferase_Level": 47.61022123, + "Creatinine_Level": 1.161963549, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.64380877, + "White_Blood_Cell_Count": 7.898426264, + "Platelet_Count": 447.7145427, + "Albumin_Level": 4.48240552, + "Alkaline_Phosphatase_Level": 65.86951074, + "Alanine_Aminotransferase_Level": 20.03964398, + "Aspartate_Aminotransferase_Level": 34.42829313, + "Creatinine_Level": 1.152924257, + "LDH_Level": 118.7096226, + "Calcium_Level": 9.866917868, + "Phosphorus_Level": 3.115004035, + "Glucose_Level": 149.8066573, + "Potassium_Level": 4.893099021, + "Sodium_Level": 143.1928903, + "Smoking_Pack_Years": 45.53655563 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.79751428, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.40769684, + "White_Blood_Cell_Count": 4.138545943, + "Platelet_Count": 156.5857165, + "Albumin_Level": 4.264709972, + "Alkaline_Phosphatase_Level": 57.61199697, + "Alanine_Aminotransferase_Level": 5.093565676, + "Aspartate_Aminotransferase_Level": 27.87490123, + "Creatinine_Level": 1.395300237, + "LDH_Level": 156.4077332, + "Calcium_Level": 10.29437137, + "Phosphorus_Level": 4.610448778, + "Glucose_Level": 128.5744899, + "Potassium_Level": 4.27321357, + "Sodium_Level": 142.3008572, + "Smoking_Pack_Years": 19.67136414 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.383614, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.96850487, + "White_Blood_Cell_Count": 9.891635443, + "Platelet_Count": 206.9412389, + "Albumin_Level": 4.608191698, + "Alkaline_Phosphatase_Level": 34.71537675, + "Alanine_Aminotransferase_Level": 38.30880067, + "Aspartate_Aminotransferase_Level": 23.51868443, + "Creatinine_Level": 1.02201994, + "LDH_Level": 150.3184817, + "Calcium_Level": 8.28348559, + "Phosphorus_Level": 4.89750611, + "Glucose_Level": 146.2985964, + "Potassium_Level": 4.345595622, + "Sodium_Level": 144.6823063, + "Smoking_Pack_Years": 79.75776754 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.8084349, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.90909198, + "White_Blood_Cell_Count": 9.986709934, + 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55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.8897417, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.86903706, + "White_Blood_Cell_Count": 5.848537078, + "Platelet_Count": 383.4617476, + "Albumin_Level": 4.801569774, + "Alkaline_Phosphatase_Level": 113.3133155, + "Alanine_Aminotransferase_Level": 31.19398559, + "Aspartate_Aminotransferase_Level": 25.13863201, + "Creatinine_Level": 1.391901388, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.14304654, + "White_Blood_Cell_Count": 9.485429669, + "Platelet_Count": 412.5969977, + "Albumin_Level": 4.808001542, + "Alkaline_Phosphatase_Level": 100.5216384, + "Alanine_Aminotransferase_Level": 35.45755076, + "Aspartate_Aminotransferase_Level": 36.88301178, + "Creatinine_Level": 0.552925308, + "LDH_Level": 123.0223616, + "Calcium_Level": 10.31028071, + "Phosphorus_Level": 3.476789112, + "Glucose_Level": 117.5777134, + "Potassium_Level": 3.546027518, + "Sodium_Level": 141.2056359, + "Smoking_Pack_Years": 67.80821547 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.3813915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.90922962, + "White_Blood_Cell_Count": 4.174600707, + "Platelet_Count": 339.5507606, + "Albumin_Level": 3.525783507, + "Alkaline_Phosphatase_Level": 105.5644698, + "Alanine_Aminotransferase_Level": 22.51129617, + "Aspartate_Aminotransferase_Level": 42.18754489, + "Creatinine_Level": 0.761665364, + "LDH_Level": 142.9238051, + "Calcium_Level": 8.142767729, + "Phosphorus_Level": 4.557772682, + "Glucose_Level": 90.68005344, + "Potassium_Level": 3.800105542, + "Sodium_Level": 135.1411502, + "Smoking_Pack_Years": 37.42238207 + }, + { 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{ + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.37668833, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.05818555, + "White_Blood_Cell_Count": 8.889768435, + "Platelet_Count": 314.4162295, + "Albumin_Level": 4.213827281, + "Alkaline_Phosphatase_Level": 40.06088228, + "Alanine_Aminotransferase_Level": 34.36007938, + "Aspartate_Aminotransferase_Level": 21.93493723, + "Creatinine_Level": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.4663111, + "White_Blood_Cell_Count": 4.990239573, + "Platelet_Count": 170.6522867, + "Albumin_Level": 4.232031501, + "Alkaline_Phosphatase_Level": 50.4589912, + "Alanine_Aminotransferase_Level": 21.08509217, + "Aspartate_Aminotransferase_Level": 41.19186587, + "Creatinine_Level": 0.898823673, + "LDH_Level": 180.7724147, + "Calcium_Level": 8.703665354, + "Phosphorus_Level": 2.548465923, + "Glucose_Level": 143.7805014, + "Potassium_Level": 4.576005383, + "Sodium_Level": 140.4380146, + "Smoking_Pack_Years": 89.69813426 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.24054588, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.7894746, + "White_Blood_Cell_Count": 5.125413021, + "Platelet_Count": 187.812307, + "Albumin_Level": 4.694150634, + "Alkaline_Phosphatase_Level": 41.0596959, + "Alanine_Aminotransferase_Level": 10.63755606, + "Aspartate_Aminotransferase_Level": 43.19166357, + "Creatinine_Level": 0.910430144, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.02565869, + "White_Blood_Cell_Count": 8.125899161, + "Platelet_Count": 292.4186257, + "Albumin_Level": 4.993785052, + "Alkaline_Phosphatase_Level": 48.81093148, + "Alanine_Aminotransferase_Level": 15.58482191, + "Aspartate_Aminotransferase_Level": 39.23704815, + "Creatinine_Level": 0.867154002, + "LDH_Level": 205.5687029, + "Calcium_Level": 8.041827817, + "Phosphorus_Level": 4.691173157, + "Glucose_Level": 106.4921259, + "Potassium_Level": 3.589952338, + "Sodium_Level": 135.5819674, + "Smoking_Pack_Years": 21.48515693 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.93306215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.77239296, + "White_Blood_Cell_Count": 8.498479189, + "Platelet_Count": 449.1955659, + "Albumin_Level": 3.791634662, + "Alkaline_Phosphatase_Level": 70.77947282, + "Alanine_Aminotransferase_Level": 33.16746224, + "Aspartate_Aminotransferase_Level": 31.40453204, + "Creatinine_Level": 0.864981975, + "LDH_Level": 101.9195862, + "Calcium_Level": 10.01046621, + "Phosphorus_Level": 3.515919786, + "Glucose_Level": 99.21072651, + "Potassium_Level": 4.51005934, + "Sodium_Level": 140.0816625, + "Smoking_Pack_Years": 21.46689004 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.43179945, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.35177388, + "White_Blood_Cell_Count": 5.160297491, + "Platelet_Count": 372.1261558, + "Albumin_Level": 3.088979162, + "Alkaline_Phosphatase_Level": 52.55949635, + "Alanine_Aminotransferase_Level": 28.46823372, + "Aspartate_Aminotransferase_Level": 30.81622194, + "Creatinine_Level": 0.719020771, + "LDH_Level": 164.8315548, + "Calcium_Level": 9.862992027, + "Phosphorus_Level": 4.283737476, + "Glucose_Level": 115.3646284, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.7176148, + "White_Blood_Cell_Count": 7.078735191, + "Platelet_Count": 334.9522695, + "Albumin_Level": 3.269560206, + "Alkaline_Phosphatase_Level": 87.54730543, + "Alanine_Aminotransferase_Level": 26.42177667, + "Aspartate_Aminotransferase_Level": 30.16914995, + "Creatinine_Level": 0.873930386, + "LDH_Level": 144.8119508, + "Calcium_Level": 8.137951886, + "Phosphorus_Level": 3.125995673, + "Glucose_Level": 73.87577026, + "Potassium_Level": 4.980006653, + "Sodium_Level": 140.593604, + "Smoking_Pack_Years": 12.15401594 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.95823276, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.4297156, + "White_Blood_Cell_Count": 3.807204919, + "Platelet_Count": 282.2892228, + "Albumin_Level": 4.226690797, + "Alkaline_Phosphatase_Level": 75.59034075, + "Alanine_Aminotransferase_Level": 10.21607199, + "Aspartate_Aminotransferase_Level": 45.24147026, + "Creatinine_Level": 0.699264365, + "LDH_Level": 238.5177555, + "Calcium_Level": 9.821157234, + "Phosphorus_Level": 4.593460582, + "Glucose_Level": 121.9576861, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.67902873, + "White_Blood_Cell_Count": 6.92989799, + "Platelet_Count": 427.8847563, + "Albumin_Level": 3.167598275, + "Alkaline_Phosphatase_Level": 102.8058738, + "Alanine_Aminotransferase_Level": 5.694181962, + "Aspartate_Aminotransferase_Level": 15.79593352, + "Creatinine_Level": 1.378377547, + "LDH_Level": 167.7775364, + "Calcium_Level": 9.138774293, + "Phosphorus_Level": 3.166042094, + "Glucose_Level": 102.1972632, + "Potassium_Level": 3.797632165, + "Sodium_Level": 144.5181332, + "Smoking_Pack_Years": 36.82967613 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.44685644, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.22311627, + "White_Blood_Cell_Count": 6.074819126, + "Platelet_Count": 221.3687912, + "Albumin_Level": 4.109738305, + "Alkaline_Phosphatase_Level": 82.05280705, + "Alanine_Aminotransferase_Level": 18.4575767, + "Aspartate_Aminotransferase_Level": 17.54476276, + "Creatinine_Level": 0.915741384, + "LDH_Level": 202.6742616, + "Calcium_Level": 8.884727654, + "Phosphorus_Level": 2.549842566, + "Glucose_Level": 78.62286657, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.31496587, + "White_Blood_Cell_Count": 9.721208307, + "Platelet_Count": 240.0522372, + "Albumin_Level": 3.556455366, + "Alkaline_Phosphatase_Level": 64.83240372, + "Alanine_Aminotransferase_Level": 7.953739124, + "Aspartate_Aminotransferase_Level": 33.60347941, + "Creatinine_Level": 0.556331153, + "LDH_Level": 214.6586685, + "Calcium_Level": 8.475240862, + "Phosphorus_Level": 3.206878001, + "Glucose_Level": 103.858389, + "Potassium_Level": 4.846342992, + "Sodium_Level": 138.0022023, + "Smoking_Pack_Years": 27.00706329 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.94042215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.64151064, + "White_Blood_Cell_Count": 6.220774247, + "Platelet_Count": 375.1855979, + "Albumin_Level": 3.205675009, + "Alkaline_Phosphatase_Level": 64.45403133, + "Alanine_Aminotransferase_Level": 35.78144371, + "Aspartate_Aminotransferase_Level": 37.17256298, + "Creatinine_Level": 0.900362306, + "LDH_Level": 147.0243318, + "Calcium_Level": 9.911823319, + "Phosphorus_Level": 3.7340657, + "Glucose_Level": 120.1507511, + "Potassium_Level": 3.665323809, + "Sodium_Level": 141.7843206, + "Smoking_Pack_Years": 16.35658048 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.53376203, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.8570228, + "White_Blood_Cell_Count": 4.457158518, + "Platelet_Count": 211.6081838, + "Albumin_Level": 4.1935069, + "Alkaline_Phosphatase_Level": 91.35426284, + "Alanine_Aminotransferase_Level": 25.71677931, + "Aspartate_Aminotransferase_Level": 36.8121234, + "Creatinine_Level": 1.452759326, + "LDH_Level": 177.3583459, + "Calcium_Level": 10.12686888, + "Phosphorus_Level": 4.729008161, + "Glucose_Level": 92.41503231, + "Potassium_Level": 4.536992904, + "Sodium_Level": 137.4102116, + "Smoking_Pack_Years": 68.22355884 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.12723595, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.98291213, + "White_Blood_Cell_Count": 4.434632658, + "Platelet_Count": 150.8719302, + "Albumin_Level": 3.076689706, + "Alkaline_Phosphatase_Level": 49.66752444, + "Alanine_Aminotransferase_Level": 17.4435509, + "Aspartate_Aminotransferase_Level": 37.58426037, + "Creatinine_Level": 1.039472817, + "LDH_Level": 113.9692081, + "Calcium_Level": 8.621876265, + "Phosphorus_Level": 4.397952003, + "Glucose_Level": 112.1365482, + "Potassium_Level": 4.100200866, + "Sodium_Level": 143.9061896, + "Smoking_Pack_Years": 43.87903488 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.53287635, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.75741306, + "White_Blood_Cell_Count": 8.471161874, + "Platelet_Count": 413.0969349, + "Albumin_Level": 4.183965823, + "Alkaline_Phosphatase_Level": 95.99338182, + "Alanine_Aminotransferase_Level": 16.70147559, + "Aspartate_Aminotransferase_Level": 37.2645342, + "Creatinine_Level": 1.143376617, + "LDH_Level": 145.1194018, + "Calcium_Level": 9.080407386, + "Phosphorus_Level": 2.827994455, + "Glucose_Level": 126.7407078, + "Potassium_Level": 4.822471216, + "Sodium_Level": 139.8116943, + "Smoking_Pack_Years": 71.81495142 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.04905021, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.80942752, + "White_Blood_Cell_Count": 7.705049605, + "Platelet_Count": 173.4052411, + "Albumin_Level": 3.61602844, + "Alkaline_Phosphatase_Level": 68.00865018, + "Alanine_Aminotransferase_Level": 36.20665912, + "Aspartate_Aminotransferase_Level": 41.39796564, + "Creatinine_Level": 0.978605728, + "LDH_Level": 215.5272161, + "Calcium_Level": 9.145807902, + "Phosphorus_Level": 3.225421049, + "Glucose_Level": 102.8076518, + "Potassium_Level": 3.691863244, + "Sodium_Level": 140.0572633, + "Smoking_Pack_Years": 17.41018229 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.2186389, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.49210973, + "White_Blood_Cell_Count": 4.638308288, + "Platelet_Count": 412.4118794, + "Albumin_Level": 4.726160223, + "Alkaline_Phosphatase_Level": 34.161714, + "Alanine_Aminotransferase_Level": 23.74140081, + "Aspartate_Aminotransferase_Level": 11.15915569, + "Creatinine_Level": 0.982421706, + "LDH_Level": 189.5629333, + "Calcium_Level": 8.363970536, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 78.43716075, + "Alanine_Aminotransferase_Level": 21.83634152, + "Aspartate_Aminotransferase_Level": 10.60634736, + "Creatinine_Level": 0.560291576, + "LDH_Level": 221.0410427, + "Calcium_Level": 9.752657689, + "Phosphorus_Level": 3.938204584, + "Glucose_Level": 76.6564209, + "Potassium_Level": 3.665636255, + "Sodium_Level": 139.6079491, + "Smoking_Pack_Years": 65.9035808 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.71347348, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 35, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.46995145, + "White_Blood_Cell_Count": 9.622222721, + "Platelet_Count": 238.4598159, + "Albumin_Level": 3.794938461, + "Alkaline_Phosphatase_Level": 110.7015131, + "Alanine_Aminotransferase_Level": 24.04352226, + "Aspartate_Aminotransferase_Level": 49.52389569, + "Creatinine_Level": 1.087458073, + "LDH_Level": 150.7696467, + "Calcium_Level": 10.3539912, + "Phosphorus_Level": 3.190091628, + "Glucose_Level": 78.34436735, + "Potassium_Level": 4.619401534, + "Sodium_Level": 143.7901129, + "Smoking_Pack_Years": 28.65316517 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.70415262, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.28104661, + "White_Blood_Cell_Count": 3.699194318, + "Platelet_Count": 449.3425711, + "Albumin_Level": 4.981795212, + "Alkaline_Phosphatase_Level": 39.23365387, + "Alanine_Aminotransferase_Level": 36.89908396, + "Aspartate_Aminotransferase_Level": 16.99022321, + "Creatinine_Level": 0.568338407, + "LDH_Level": 181.8689773, + "Calcium_Level": 9.494277308, + "Phosphorus_Level": 2.548682017, + "Glucose_Level": 135.5464669, + "Potassium_Level": 3.578957441, + "Sodium_Level": 136.8315873, + "Smoking_Pack_Years": 46.24203138 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.69722307, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.45517568, + "White_Blood_Cell_Count": 3.774100156, + "Platelet_Count": 317.7683066, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.06926119, + "White_Blood_Cell_Count": 7.349457769, + "Platelet_Count": 302.2125275, + "Albumin_Level": 3.916612264, + "Alkaline_Phosphatase_Level": 75.78150542, + "Alanine_Aminotransferase_Level": 18.78963428, + "Aspartate_Aminotransferase_Level": 22.91297235, + "Creatinine_Level": 0.629363525, + "LDH_Level": 172.0884649, + "Calcium_Level": 8.232344142, + "Phosphorus_Level": 3.634871724, + "Glucose_Level": 122.7546886, + "Potassium_Level": 3.723211425, + "Sodium_Level": 135.4457327, + "Smoking_Pack_Years": 54.1633937 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.14937985, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.04819347, + "White_Blood_Cell_Count": 5.313768912, + "Platelet_Count": 155.1057503, + "Albumin_Level": 4.254794654, + "Alkaline_Phosphatase_Level": 85.45442301, + "Alanine_Aminotransferase_Level": 7.526996772, + "Aspartate_Aminotransferase_Level": 32.25085258, + "Creatinine_Level": 1.170907453, + "LDH_Level": 160.6254611, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.4191834, + "White_Blood_Cell_Count": 4.419108526, + "Platelet_Count": 231.926372, + "Albumin_Level": 4.817477696, + "Alkaline_Phosphatase_Level": 100.1142631, + "Alanine_Aminotransferase_Level": 31.11220612, + "Aspartate_Aminotransferase_Level": 41.12593363, + "Creatinine_Level": 1.027819609, + "LDH_Level": 137.101374, + "Calcium_Level": 8.425467629, + "Phosphorus_Level": 2.5845276, + "Glucose_Level": 85.63800768, + "Potassium_Level": 4.317699712, + "Sodium_Level": 140.7640427, + "Smoking_Pack_Years": 83.85858848 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.84149231, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.25210367, + "White_Blood_Cell_Count": 4.062385298, + "Platelet_Count": 363.7233383, + "Albumin_Level": 3.142687963, + "Alkaline_Phosphatase_Level": 96.20845209, + "Alanine_Aminotransferase_Level": 7.720224024, + "Aspartate_Aminotransferase_Level": 11.72112628, + "Creatinine_Level": 0.975967689, + "LDH_Level": 136.0085591, + "Calcium_Level": 10.20999516, + "Phosphorus_Level": 4.393848369, + "Glucose_Level": 135.2414986, + "Potassium_Level": 4.695302849, + "Sodium_Level": 143.1529652, + "Smoking_Pack_Years": 14.23508332 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.01365107, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.00672514, + "White_Blood_Cell_Count": 5.899920451, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.07718628, + "White_Blood_Cell_Count": 4.789099315, + "Platelet_Count": 313.0915086, + "Albumin_Level": 4.597033652, + "Alkaline_Phosphatase_Level": 100.2034851, + "Alanine_Aminotransferase_Level": 28.08070561, + "Aspartate_Aminotransferase_Level": 17.2713369, + "Creatinine_Level": 1.220293623, + "LDH_Level": 145.4100353, + "Calcium_Level": 10.27677448, + "Phosphorus_Level": 4.684078105, + "Glucose_Level": 136.2257448, + "Potassium_Level": 3.947049456, + "Sodium_Level": 140.3377596, + "Smoking_Pack_Years": 62.38939996 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.5072287, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.66108156, + "White_Blood_Cell_Count": 5.431009985, + "Platelet_Count": 287.4563649, + "Albumin_Level": 4.689410705, + "Alkaline_Phosphatase_Level": 104.5756408, + "Alanine_Aminotransferase_Level": 23.44794367, + "Aspartate_Aminotransferase_Level": 12.35514327, + "Creatinine_Level": 0.784169739, + "LDH_Level": 173.6256074, + "Calcium_Level": 8.093960522, + "Phosphorus_Level": 3.601282536, + "Glucose_Level": 125.5419426, + "Potassium_Level": 3.911176377, + "Sodium_Level": 142.5458766, + "Smoking_Pack_Years": 86.68587856 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.55832903, + "White_Blood_Cell_Count": 3.975732039, + "Platelet_Count": 164.9588342, + "Albumin_Level": 4.041359164, + "Alkaline_Phosphatase_Level": 36.36736566, + "Alanine_Aminotransferase_Level": 6.238630116, + "Aspartate_Aminotransferase_Level": 40.86828873, + "Creatinine_Level": 1.082298593, + "LDH_Level": 178.7114859, + "Calcium_Level": 10.29567439, + "Phosphorus_Level": 4.157122238, + "Glucose_Level": 72.25503383, + "Potassium_Level": 3.835127008, + "Sodium_Level": 144.080899, + "Smoking_Pack_Years": 89.4899404 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.28807776, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.43183255, + "White_Blood_Cell_Count": 7.67465854, + "Platelet_Count": 331.4176511, + "Albumin_Level": 3.523909729, + "Alkaline_Phosphatase_Level": 74.76916986, + "Alanine_Aminotransferase_Level": 19.07699503, + "Aspartate_Aminotransferase_Level": 49.0008911, + "Creatinine_Level": 1.117089691, + "LDH_Level": 109.8110825, + "Calcium_Level": 8.924066447, + "Phosphorus_Level": 2.52064413, + "Glucose_Level": 89.02091092, + "Potassium_Level": 4.437275291, + "Sodium_Level": 143.2594315, + "Smoking_Pack_Years": 27.78143611 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.9764511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.46972507, + "White_Blood_Cell_Count": 8.866431935, + "Platelet_Count": 436.955754, + "Albumin_Level": 3.835510208, + "Alkaline_Phosphatase_Level": 74.70868846, + "Alanine_Aminotransferase_Level": 29.9528103, + "Aspartate_Aminotransferase_Level": 49.1345327, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.93019117, + "White_Blood_Cell_Count": 3.693339665, + "Platelet_Count": 224.4244023, + "Albumin_Level": 4.202816842, + "Alkaline_Phosphatase_Level": 116.2795167, + "Alanine_Aminotransferase_Level": 35.19607373, + "Aspartate_Aminotransferase_Level": 31.51001316, + "Creatinine_Level": 0.796956356, + "LDH_Level": 243.6365884, + "Calcium_Level": 9.145688764, + "Phosphorus_Level": 2.619594631, + "Glucose_Level": 127.6838654, + "Potassium_Level": 4.244339615, + "Sodium_Level": 138.6991312, + "Smoking_Pack_Years": 2.359835617 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.82161898, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.22409, + "White_Blood_Cell_Count": 6.278441768, + "Platelet_Count": 445.9175133, + "Albumin_Level": 4.376867629, + "Alkaline_Phosphatase_Level": 57.39767465, + "Alanine_Aminotransferase_Level": 31.79632891, + "Aspartate_Aminotransferase_Level": 28.77356848, + "Creatinine_Level": 0.899552162, + "LDH_Level": 128.0586764, + "Calcium_Level": 8.793344945, + "Phosphorus_Level": 2.678337794, + "Glucose_Level": 93.65742461, + "Potassium_Level": 4.266716589, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 24.09391135, + "Creatinine_Level": 1.025847211, + "LDH_Level": 227.5690485, + "Calcium_Level": 9.946226398, + "Phosphorus_Level": 2.912882066, + "Glucose_Level": 89.77325149, + "Potassium_Level": 3.675426963, + "Sodium_Level": 143.4416265, + "Smoking_Pack_Years": 75.88712001 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.21836428, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.15165946, + "White_Blood_Cell_Count": 3.832866176, + "Platelet_Count": 236.550186, + "Albumin_Level": 3.451374967, + "Alkaline_Phosphatase_Level": 116.1477192, + "Alanine_Aminotransferase_Level": 10.13385021, + "Aspartate_Aminotransferase_Level": 14.83802261, + "Creatinine_Level": 0.941463679, + "LDH_Level": 208.0378314, + "Calcium_Level": 9.080447868, + "Phosphorus_Level": 4.47679241, + "Glucose_Level": 135.7431856, + "Potassium_Level": 3.604395387, + "Sodium_Level": 138.7185299, + "Smoking_Pack_Years": 53.75672101 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.96346525, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.88459077, + "White_Blood_Cell_Count": 6.069599326, + "Platelet_Count": 196.9680639, + "Albumin_Level": 4.606828325, + "Alkaline_Phosphatase_Level": 48.41112939, + "Alanine_Aminotransferase_Level": 31.97204278, + "Aspartate_Aminotransferase_Level": 15.40202547, + "Creatinine_Level": 0.822905955, + "LDH_Level": 183.6376185, + "Calcium_Level": 9.425149097, + "Phosphorus_Level": 3.114625993, + "Glucose_Level": 120.8275636, + "Potassium_Level": 4.748025774, + "Sodium_Level": 143.6360799, + "Smoking_Pack_Years": 58.81677513 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.26464416, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.29322549, + "White_Blood_Cell_Count": 6.039884835, + "Platelet_Count": 160.1720718, + "Albumin_Level": 3.747126042, + "Alkaline_Phosphatase_Level": 76.48531886, + "Alanine_Aminotransferase_Level": 25.9968048, + "Aspartate_Aminotransferase_Level": 19.99635301, + "Creatinine_Level": 1.46427787, + "LDH_Level": 152.1910891, + "Calcium_Level": 8.199951005, + "Phosphorus_Level": 3.360125464, + "Glucose_Level": 99.41884801, + 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"Alanine_Aminotransferase_Level": 39.16811551, + "Aspartate_Aminotransferase_Level": 45.05349379, + "Creatinine_Level": 0.859397411, + "LDH_Level": 200.7179322, + "Calcium_Level": 9.160352763, + "Phosphorus_Level": 2.747279612, + "Glucose_Level": 142.2162907, + "Potassium_Level": 4.278328661, + "Sodium_Level": 143.9406294, + "Smoking_Pack_Years": 58.37165912 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.4783843, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.62709447, + "White_Blood_Cell_Count": 7.208275137, + "Platelet_Count": 313.9959569, + "Albumin_Level": 3.887098949, + "Alkaline_Phosphatase_Level": 95.59679139, + "Alanine_Aminotransferase_Level": 37.31526067, + "Aspartate_Aminotransferase_Level": 30.22333086, + "Creatinine_Level": 0.595130427, + "LDH_Level": 138.9764735, + "Calcium_Level": 9.520915888, + "Phosphorus_Level": 3.935878765, + "Glucose_Level": 113.31252, + "Potassium_Level": 3.536908209, + "Sodium_Level": 141.3707291, + "Smoking_Pack_Years": 25.34359566 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.1365386, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.6174129, + "White_Blood_Cell_Count": 5.339124842, + "Platelet_Count": 258.0461293, + "Albumin_Level": 3.726982686, + "Alkaline_Phosphatase_Level": 68.18093817, + "Alanine_Aminotransferase_Level": 39.79765565, + "Aspartate_Aminotransferase_Level": 39.43652293, + "Creatinine_Level": 0.929357624, + "LDH_Level": 125.0251684, + "Calcium_Level": 9.988350883, + "Phosphorus_Level": 4.874404589, + "Glucose_Level": 85.22191722, + "Potassium_Level": 3.722165337, + "Sodium_Level": 137.1861391, + "Smoking_Pack_Years": 95.81164051 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.03615628, + "Tumor_Location": "Lower 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"Potassium_Level": 3.693140003, + "Sodium_Level": 136.894439, + "Smoking_Pack_Years": 84.57335313 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.51662164, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.81785292, + "White_Blood_Cell_Count": 7.908011513, + "Platelet_Count": 176.4386221, + "Albumin_Level": 4.239643297, + "Alkaline_Phosphatase_Level": 97.37531697, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.65708362, + "White_Blood_Cell_Count": 8.16062421, + "Platelet_Count": 416.7871636, + "Albumin_Level": 3.601452898, + "Alkaline_Phosphatase_Level": 51.43976241, + "Alanine_Aminotransferase_Level": 27.66645808, + "Aspartate_Aminotransferase_Level": 25.41258774, + "Creatinine_Level": 0.97102297, + "LDH_Level": 165.8699827, + "Calcium_Level": 10.37435154, + "Phosphorus_Level": 3.586523256, + "Glucose_Level": 126.0935049, + "Potassium_Level": 3.828162165, + "Sodium_Level": 144.6233788, + "Smoking_Pack_Years": 66.66090164 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.34250076, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 36.6648629, + "Aspartate_Aminotransferase_Level": 38.35952348, + "Creatinine_Level": 1.15170575, + "LDH_Level": 208.523199, + "Calcium_Level": 9.594210896, + "Phosphorus_Level": 3.082329555, + "Glucose_Level": 81.73594716, + "Potassium_Level": 4.552091707, + "Sodium_Level": 136.9130126, + "Smoking_Pack_Years": 59.58378231 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.08667733, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.31920973, + "White_Blood_Cell_Count": 9.214619916, + "Platelet_Count": 202.5792498, + "Albumin_Level": 3.293386492, + "Alkaline_Phosphatase_Level": 35.59992522, + "Alanine_Aminotransferase_Level": 17.51548383, + "Aspartate_Aminotransferase_Level": 43.01241787, + "Creatinine_Level": 1.013705356, + "LDH_Level": 231.3007759, + "Calcium_Level": 9.730590572, + "Phosphorus_Level": 3.223582881, + "Glucose_Level": 133.0849182, + "Potassium_Level": 3.524986602, + "Sodium_Level": 136.7554075, + "Smoking_Pack_Years": 51.26716496 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.76830542, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.78030893, + "White_Blood_Cell_Count": 6.608343383, + "Platelet_Count": 175.1493649, + "Albumin_Level": 3.541943779, + "Alkaline_Phosphatase_Level": 115.8316061, + "Alanine_Aminotransferase_Level": 6.068724136, + "Aspartate_Aminotransferase_Level": 28.10824889, + "Creatinine_Level": 1.494952912, + "LDH_Level": 182.4897562, + "Calcium_Level": 9.024947539, + "Phosphorus_Level": 4.384736082, + "Glucose_Level": 79.92755605, + "Potassium_Level": 4.954645212, + "Sodium_Level": 144.182645, + "Smoking_Pack_Years": 1.867531932 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.57859573, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 6.362068554, + "Aspartate_Aminotransferase_Level": 23.61811366, + "Creatinine_Level": 1.0405505, + "LDH_Level": 178.3044222, + "Calcium_Level": 9.033556143, + "Phosphorus_Level": 4.909473464, + "Glucose_Level": 81.46973802, + "Potassium_Level": 4.868821158, + "Sodium_Level": 141.2845626, + "Smoking_Pack_Years": 40.50828039 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.01200674, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.49245195, + "White_Blood_Cell_Count": 9.873251045, + "Platelet_Count": 264.6414133, + "Albumin_Level": 3.585806826, + "Alkaline_Phosphatase_Level": 63.45561966, + "Alanine_Aminotransferase_Level": 31.8516905, + "Aspartate_Aminotransferase_Level": 30.11925319, + "Creatinine_Level": 0.731832902, + "LDH_Level": 113.0260714, + "Calcium_Level": 8.275471409, + "Phosphorus_Level": 4.242772689, + "Glucose_Level": 88.61079426, + "Potassium_Level": 3.545297215, + "Sodium_Level": 144.3731789, + "Smoking_Pack_Years": 9.089173457 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.09795941, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.10844403, + "White_Blood_Cell_Count": 6.575074685, + "Platelet_Count": 285.99063, + "Albumin_Level": 3.238343073, + "Alkaline_Phosphatase_Level": 78.54016323, + "Alanine_Aminotransferase_Level": 30.48432325, + "Aspartate_Aminotransferase_Level": 26.86782208, + "Creatinine_Level": 1.41349304, + "LDH_Level": 151.8371573, + "Calcium_Level": 8.996040794, + "Phosphorus_Level": 4.912488367, + "Glucose_Level": 145.1906652, + "Potassium_Level": 4.654027788, + "Sodium_Level": 142.3754257, + "Smoking_Pack_Years": 35.9773637 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.90062747, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.41665876, + "White_Blood_Cell_Count": 7.390948934, + "Platelet_Count": 254.0708012, + "Albumin_Level": 4.766671645, + "Alkaline_Phosphatase_Level": 102.1761603, + "Alanine_Aminotransferase_Level": 34.18015083, + "Aspartate_Aminotransferase_Level": 20.85165417, + "Creatinine_Level": 1.487056542, + "LDH_Level": 134.7842149, + "Calcium_Level": 8.026429849, + "Phosphorus_Level": 3.109169773, + "Glucose_Level": 147.6954787, + "Potassium_Level": 4.747416718, + "Sodium_Level": 144.6749025, + "Smoking_Pack_Years": 1.648219165 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.54667568, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.44093697, + "White_Blood_Cell_Count": 5.043727023, + "Platelet_Count": 429.9972062, + "Albumin_Level": 3.130787324, + "Alkaline_Phosphatase_Level": 89.89629271, + "Alanine_Aminotransferase_Level": 32.85630812, + "Aspartate_Aminotransferase_Level": 41.31883203, + "Creatinine_Level": 0.503878401, + "LDH_Level": 120.8529061, + "Calcium_Level": 9.154811968, + "Phosphorus_Level": 2.615515142, + "Glucose_Level": 138.7120016, + "Potassium_Level": 4.891588565, + "Sodium_Level": 140.0327255, + "Smoking_Pack_Years": 81.4250385 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.03385578, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.59605142, + "White_Blood_Cell_Count": 9.184389467, + "Platelet_Count": 182.8365651, + "Albumin_Level": 4.224490795, + "Alkaline_Phosphatase_Level": 79.19025158, + "Alanine_Aminotransferase_Level": 12.18300763, + "Aspartate_Aminotransferase_Level": 22.69630298, + "Creatinine_Level": 1.310318023, + "LDH_Level": 126.1408808, + "Calcium_Level": 9.097000905, + "Phosphorus_Level": 2.716105832, + "Glucose_Level": 80.34586338, + "Potassium_Level": 4.617532386, + "Sodium_Level": 137.604349, + "Smoking_Pack_Years": 55.73286336 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.04491421, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.30599479, + "White_Blood_Cell_Count": 6.685190088, + "Platelet_Count": 206.5361527, + "Albumin_Level": 3.000776932, + "Alkaline_Phosphatase_Level": 71.74440678, + "Alanine_Aminotransferase_Level": 32.41106294, + "Aspartate_Aminotransferase_Level": 44.30705408, + "Creatinine_Level": 1.21930919, + "LDH_Level": 246.7772577, + "Calcium_Level": 9.940298807, + "Phosphorus_Level": 3.676372362, + "Glucose_Level": 70.80125364, + "Potassium_Level": 4.753174543, + "Sodium_Level": 137.0296392, + "Smoking_Pack_Years": 45.99848285 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.77236208, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.0647455, + "White_Blood_Cell_Count": 6.562792239, + "Platelet_Count": 234.9984778, + "Albumin_Level": 3.950626289, + "Alkaline_Phosphatase_Level": 34.71603694, + "Alanine_Aminotransferase_Level": 11.78019015, + "Aspartate_Aminotransferase_Level": 35.03721575, + "Creatinine_Level": 1.401294117, + "LDH_Level": 245.527229, + "Calcium_Level": 9.495510543, + "Phosphorus_Level": 3.319139567, + "Glucose_Level": 117.6967387, + "Potassium_Level": 4.023090381, + "Sodium_Level": 141.4225774, + "Smoking_Pack_Years": 19.87210052 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.32821899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.16821923, + "White_Blood_Cell_Count": 8.711572035, + "Platelet_Count": 156.5290608, + "Albumin_Level": 3.292273221, + "Alkaline_Phosphatase_Level": 84.74710928, + "Alanine_Aminotransferase_Level": 28.84432224, + "Aspartate_Aminotransferase_Level": 38.38774038, + "Creatinine_Level": 1.341611328, + "LDH_Level": 211.0626432, + "Calcium_Level": 10.44256773, + "Phosphorus_Level": 3.813803259, + "Glucose_Level": 148.8955642, + "Potassium_Level": 4.261116839, + "Sodium_Level": 142.93577, + "Smoking_Pack_Years": 63.71599612 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.13597102, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 62, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.30367757, + "White_Blood_Cell_Count": 9.199374865, + "Platelet_Count": 240.2154935, + "Albumin_Level": 4.613094348, + "Alkaline_Phosphatase_Level": 98.67356677, + "Alanine_Aminotransferase_Level": 21.6146107, + "Aspartate_Aminotransferase_Level": 32.72935996, + "Creatinine_Level": 1.478953814, + "LDH_Level": 224.3127506, + "Calcium_Level": 8.346997958, + "Phosphorus_Level": 3.009836377, + "Glucose_Level": 99.01235525, + "Potassium_Level": 4.630991429, + "Sodium_Level": 136.2338836, + "Smoking_Pack_Years": 14.26762893 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.27067792, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.51012132, + "White_Blood_Cell_Count": 8.056830591, + "Platelet_Count": 414.2020353, + "Albumin_Level": 4.822207757, + "Alkaline_Phosphatase_Level": 109.5827686, + "Alanine_Aminotransferase_Level": 23.93812389, + "Aspartate_Aminotransferase_Level": 13.02869232, + "Creatinine_Level": 0.54355857, + "LDH_Level": 164.4186013, + "Calcium_Level": 9.292993388, + "Phosphorus_Level": 2.543392667, + "Glucose_Level": 107.4207507, + "Potassium_Level": 4.927428723, + "Sodium_Level": 139.5351874, + "Smoking_Pack_Years": 8.088086282 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.77722144, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 59, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.67603731, + "White_Blood_Cell_Count": 4.842356471, + "Platelet_Count": 161.5766363, + "Albumin_Level": 3.920473386, + "Alkaline_Phosphatase_Level": 49.71835234, + "Alanine_Aminotransferase_Level": 5.117878462, + "Aspartate_Aminotransferase_Level": 17.37661962, + "Creatinine_Level": 1.286851492, + "LDH_Level": 213.8987792, + "Calcium_Level": 9.211549245, + "Phosphorus_Level": 2.845934493, + "Glucose_Level": 108.179801, + "Potassium_Level": 4.809422499, + "Sodium_Level": 142.4115436, + "Smoking_Pack_Years": 44.19439778 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.69542115, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.07166051, + "White_Blood_Cell_Count": 9.028186709, + "Platelet_Count": 228.446669, + "Albumin_Level": 4.68128553, + "Alkaline_Phosphatase_Level": 55.2457553, + "Alanine_Aminotransferase_Level": 33.91672431, + "Aspartate_Aminotransferase_Level": 49.5586254, + "Creatinine_Level": 0.929604605, + "LDH_Level": 249.2076865, + "Calcium_Level": 9.834507863, + "Phosphorus_Level": 4.750575547, + "Glucose_Level": 110.0153752, + "Potassium_Level": 4.147913028, + "Sodium_Level": 138.5159838, + "Smoking_Pack_Years": 85.97645844 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.24914123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.89480592, + "White_Blood_Cell_Count": 3.626715844, + "Platelet_Count": 396.4367372, + "Albumin_Level": 3.846587451, + "Alkaline_Phosphatase_Level": 107.9898571, + "Alanine_Aminotransferase_Level": 6.357642992, + "Aspartate_Aminotransferase_Level": 25.04552662, + "Creatinine_Level": 0.545126539, + "LDH_Level": 159.9870176, + "Calcium_Level": 9.872384323, + "Phosphorus_Level": 4.760836883, + "Glucose_Level": 147.6455696, + "Potassium_Level": 3.519756263, + "Sodium_Level": 135.3839344, + "Smoking_Pack_Years": 16.28347821 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.66743242, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.51478567, + "White_Blood_Cell_Count": 4.158174641, + "Platelet_Count": 368.0399565, + "Albumin_Level": 4.402249611, + "Alkaline_Phosphatase_Level": 91.77484181, + "Alanine_Aminotransferase_Level": 37.20915447, + "Aspartate_Aminotransferase_Level": 16.19487178, + "Creatinine_Level": 1.268902503, + "LDH_Level": 141.8059238, + "Calcium_Level": 9.534860639, + "Phosphorus_Level": 4.945364035, + "Glucose_Level": 139.9738387, + "Potassium_Level": 4.77371919, + "Sodium_Level": 143.2209434, + "Smoking_Pack_Years": 73.68351006 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.90142816, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.97983068, + "White_Blood_Cell_Count": 6.734262594, + "Platelet_Count": 396.1176974, + "Albumin_Level": 4.990910869, + "Alkaline_Phosphatase_Level": 35.81162331, + "Alanine_Aminotransferase_Level": 25.21090846, + "Aspartate_Aminotransferase_Level": 12.17251366, + "Creatinine_Level": 0.629084324, + "LDH_Level": 223.9861323, + "Calcium_Level": 8.391038197, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.82379177, + "White_Blood_Cell_Count": 8.059292722, + "Platelet_Count": 404.6808184, + "Albumin_Level": 3.966687293, + "Alkaline_Phosphatase_Level": 87.4154559, + "Alanine_Aminotransferase_Level": 20.47605451, + "Aspartate_Aminotransferase_Level": 49.2459211, + "Creatinine_Level": 0.850780026, + "LDH_Level": 137.7701564, + "Calcium_Level": 10.46516519, + "Phosphorus_Level": 2.601403141, + "Glucose_Level": 136.6486632, + "Potassium_Level": 4.043399036, + "Sodium_Level": 135.3484211, + "Smoking_Pack_Years": 17.316597 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.27879977, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.38919136, + "White_Blood_Cell_Count": 7.048341039, + "Platelet_Count": 399.8983113, + "Albumin_Level": 3.539020629, + "Alkaline_Phosphatase_Level": 90.24124243, + "Alanine_Aminotransferase_Level": 35.84031847, + "Aspartate_Aminotransferase_Level": 41.49946359, + "Creatinine_Level": 1.248999297, + "LDH_Level": 237.3879275, + "Calcium_Level": 8.297817787, + 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"Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.08058679, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.08420072, + "White_Blood_Cell_Count": 8.129751377, + "Platelet_Count": 343.3906831, + "Albumin_Level": 3.515758949, + "Alkaline_Phosphatase_Level": 60.50555418, + "Alanine_Aminotransferase_Level": 18.38902851, + "Aspartate_Aminotransferase_Level": 19.91868021, + "Creatinine_Level": 0.55268502, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.85495176, + "White_Blood_Cell_Count": 9.807436888, + "Platelet_Count": 259.1229612, + "Albumin_Level": 3.652313988, + "Alkaline_Phosphatase_Level": 102.8511151, + "Alanine_Aminotransferase_Level": 23.62895992, + "Aspartate_Aminotransferase_Level": 36.30990879, + "Creatinine_Level": 1.315792862, + "LDH_Level": 157.8783528, + "Calcium_Level": 9.738459012, + "Phosphorus_Level": 4.414112945, + "Glucose_Level": 80.37209255, + "Potassium_Level": 3.959621625, + "Sodium_Level": 138.0992891, + "Smoking_Pack_Years": 97.07572437 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.14681814, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.72718329, + "White_Blood_Cell_Count": 3.734718815, + "Platelet_Count": 163.4809281, + "Albumin_Level": 4.80208421, + "Alkaline_Phosphatase_Level": 92.51014185, + "Alanine_Aminotransferase_Level": 38.26742257, + "Aspartate_Aminotransferase_Level": 17.78878256, + "Creatinine_Level": 1.036858827, + "LDH_Level": 216.6184635, + "Calcium_Level": 8.21810194, + "Phosphorus_Level": 2.596733122, + "Glucose_Level": 133.4721683, + "Potassium_Level": 3.802511929, + "Sodium_Level": 142.3054971, + "Smoking_Pack_Years": 2.118051268 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.95497765, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.02033571, + "White_Blood_Cell_Count": 3.723391602, + "Platelet_Count": 362.9112315, + "Albumin_Level": 4.616167173, + "Alkaline_Phosphatase_Level": 110.8497821, + "Alanine_Aminotransferase_Level": 39.09332387, + "Aspartate_Aminotransferase_Level": 32.93655504, + "Creatinine_Level": 1.4794135, + "LDH_Level": 212.3661666, + "Calcium_Level": 9.821978792, + "Phosphorus_Level": 4.408136374, + "Glucose_Level": 114.1053204, + "Potassium_Level": 3.788811422, + "Sodium_Level": 143.9273267, + "Smoking_Pack_Years": 70.45201923 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.51332552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Aspartate_Aminotransferase_Level": 44.45359157, + "Creatinine_Level": 0.805051423, + "LDH_Level": 108.9211394, + "Calcium_Level": 9.99424315, + "Phosphorus_Level": 3.930810759, + "Glucose_Level": 92.58621451, + "Potassium_Level": 4.612565776, + "Sodium_Level": 141.7596027, + "Smoking_Pack_Years": 47.25622897 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.07222032, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 85, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.3945682, + "White_Blood_Cell_Count": 8.956860225, + "Platelet_Count": 206.6017927, + "Albumin_Level": 3.004775944, + "Alkaline_Phosphatase_Level": 72.93876098, + "Alanine_Aminotransferase_Level": 6.819037386, + "Aspartate_Aminotransferase_Level": 49.46283612, + "Creatinine_Level": 1.113893834, + "LDH_Level": 126.9579421, + "Calcium_Level": 10.09261139, + "Phosphorus_Level": 2.916980369, + "Glucose_Level": 117.4401287, + "Potassium_Level": 3.909608961, + "Sodium_Level": 139.8833615, + "Smoking_Pack_Years": 43.57076415 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.227609, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.31019192, + "White_Blood_Cell_Count": 6.525989234, + "Platelet_Count": 268.8212918, + "Albumin_Level": 4.291684388, + "Alkaline_Phosphatase_Level": 93.4510354, + "Alanine_Aminotransferase_Level": 5.549956596, + "Aspartate_Aminotransferase_Level": 26.58766238, + "Creatinine_Level": 0.977969241, + "LDH_Level": 208.0227752, + "Calcium_Level": 8.769405857, + "Phosphorus_Level": 3.525885534, + "Glucose_Level": 108.9097848, + "Potassium_Level": 4.948750648, + "Sodium_Level": 135.5513683, + "Smoking_Pack_Years": 60.6562594 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.92511253, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.81518574, + "White_Blood_Cell_Count": 5.872021417, + "Platelet_Count": 161.1394849, + "Albumin_Level": 3.605247725, + "Alkaline_Phosphatase_Level": 66.64464268, + "Alanine_Aminotransferase_Level": 30.83675831, + "Aspartate_Aminotransferase_Level": 25.60661493, + "Creatinine_Level": 0.523646501, + "LDH_Level": 229.326129, + "Calcium_Level": 8.91837124, + "Phosphorus_Level": 3.271816414, + "Glucose_Level": 91.07812, + "Potassium_Level": 4.818926251, + "Sodium_Level": 138.0540611, + "Smoking_Pack_Years": 78.27375333 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.35138628, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 19, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.54547558, + "White_Blood_Cell_Count": 5.704893753, + "Platelet_Count": 158.2093175, + "Albumin_Level": 3.349120517, + "Alkaline_Phosphatase_Level": 46.46894128, + "Alanine_Aminotransferase_Level": 39.62361894, + "Aspartate_Aminotransferase_Level": 44.74130886, + "Creatinine_Level": 1.470194674, + "LDH_Level": 245.2897886, + "Calcium_Level": 8.075886176, + "Phosphorus_Level": 4.590616412, + "Glucose_Level": 96.24955518, + "Potassium_Level": 4.116624369, + "Sodium_Level": 142.4187127, + "Smoking_Pack_Years": 2.408069463 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.20965715, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.29344238, + "White_Blood_Cell_Count": 6.566208212, + "Platelet_Count": 412.5160447, + "Albumin_Level": 4.78136122, + "Alkaline_Phosphatase_Level": 41.66011188, + "Alanine_Aminotransferase_Level": 29.15502972, + "Aspartate_Aminotransferase_Level": 13.22322124, + "Creatinine_Level": 1.106050527, + "LDH_Level": 215.4334225, + "Calcium_Level": 8.025969067, + "Phosphorus_Level": 2.693493065, + "Glucose_Level": 124.1492539, + "Potassium_Level": 4.426133123, + "Sodium_Level": 143.9805849, + "Smoking_Pack_Years": 49.68982478 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.86222655, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.50511278, + "White_Blood_Cell_Count": 8.493724916, + "Platelet_Count": 248.7968697, + "Albumin_Level": 4.765914055, + "Alkaline_Phosphatase_Level": 61.7900693, + "Alanine_Aminotransferase_Level": 29.7055059, + "Aspartate_Aminotransferase_Level": 20.12463687, + "Creatinine_Level": 0.971637193, + "LDH_Level": 229.2837962, + "Calcium_Level": 8.458442007, + "Phosphorus_Level": 4.017204956, + "Glucose_Level": 73.29355314, + "Potassium_Level": 3.94863256, + "Sodium_Level": 137.5274525, + "Smoking_Pack_Years": 91.51938796 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.03871071, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.22945306, + "White_Blood_Cell_Count": 7.902669411, + "Platelet_Count": 428.3152975, + "Albumin_Level": 3.538446583, + "Alkaline_Phosphatase_Level": 74.89959256, + "Alanine_Aminotransferase_Level": 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"Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.68497823, + "White_Blood_Cell_Count": 6.100509258, + "Platelet_Count": 294.7049371, + "Albumin_Level": 4.722525606, + "Alkaline_Phosphatase_Level": 36.7310837, + "Alanine_Aminotransferase_Level": 23.95164414, + "Aspartate_Aminotransferase_Level": 21.76930953, + "Creatinine_Level": 1.30021637, + "LDH_Level": 234.634518, + "Calcium_Level": 9.637974332, + "Phosphorus_Level": 4.537888446, + "Glucose_Level": 95.3829711, + "Potassium_Level": 4.366746875, + "Sodium_Level": 143.0322771, + "Smoking_Pack_Years": 78.21445654 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.70910972, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.16818541, + "White_Blood_Cell_Count": 8.186649717, + "Platelet_Count": 167.5510826, + "Albumin_Level": 4.45438431, + "Alkaline_Phosphatase_Level": 65.80415148, + "Alanine_Aminotransferase_Level": 30.15507272, + "Aspartate_Aminotransferase_Level": 21.02474611, + "Creatinine_Level": 1.36601308, + "LDH_Level": 210.9109189, + "Calcium_Level": 8.6696172, + "Phosphorus_Level": 3.709465929, + "Glucose_Level": 142.6219307, + "Potassium_Level": 4.973233964, + "Sodium_Level": 136.8630395, + "Smoking_Pack_Years": 41.83538485 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.65538334, + "Tumor_Location": "Lower 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"Alkaline_Phosphatase_Level": 56.04127706, + "Alanine_Aminotransferase_Level": 5.675627341, + "Aspartate_Aminotransferase_Level": 22.8188835, + "Creatinine_Level": 1.316705088, + "LDH_Level": 177.6834338, + "Calcium_Level": 10.34343759, + "Phosphorus_Level": 2.577936836, + "Glucose_Level": 76.42831917, + "Potassium_Level": 3.906436571, + "Sodium_Level": 140.2280286, + "Smoking_Pack_Years": 3.322189927 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.61392176, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.60678437, + "White_Blood_Cell_Count": 6.262652644, + "Platelet_Count": 292.3835295, + "Albumin_Level": 4.307191534, + "Alkaline_Phosphatase_Level": 105.286056, + "Alanine_Aminotransferase_Level": 14.53421138, + "Aspartate_Aminotransferase_Level": 32.24498876, + "Creatinine_Level": 1.383028034, + "LDH_Level": 105.0783211, + "Calcium_Level": 10.28819571, + "Phosphorus_Level": 3.096590387, + "Glucose_Level": 144.1526651, + "Potassium_Level": 4.65914233, + "Sodium_Level": 135.2082705, + "Smoking_Pack_Years": 90.03596839 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 9.041836752, + "Phosphorus_Level": 2.99833437, + "Glucose_Level": 93.43667383, + "Potassium_Level": 4.005835347, + "Sodium_Level": 137.7141583, + "Smoking_Pack_Years": 88.16042052 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.83674395, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.18207738, + "White_Blood_Cell_Count": 9.560627527, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.56771008, + "White_Blood_Cell_Count": 4.04502958, + "Platelet_Count": 325.2064692, + "Albumin_Level": 4.394658924, + "Alkaline_Phosphatase_Level": 39.43261938, + "Alanine_Aminotransferase_Level": 22.34959161, + "Aspartate_Aminotransferase_Level": 32.00455514, + "Creatinine_Level": 0.880535692, + "LDH_Level": 129.2928191, + "Calcium_Level": 9.33784183, + "Phosphorus_Level": 4.458059705, + "Glucose_Level": 89.12149401, + "Potassium_Level": 4.157889293, + "Sodium_Level": 144.4752468, + "Smoking_Pack_Years": 43.42023314 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.66162936, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.35723779, + "White_Blood_Cell_Count": 6.9592034, + "Platelet_Count": 229.5860615, + "Albumin_Level": 3.081253796, + "Alkaline_Phosphatase_Level": 60.46768721, + "Alanine_Aminotransferase_Level": 34.11793815, + "Aspartate_Aminotransferase_Level": 26.3309605, + "Creatinine_Level": 0.867750192, + "LDH_Level": 165.6530548, + "Calcium_Level": 9.529958736, + "Phosphorus_Level": 3.233001949, + "Glucose_Level": 101.2878283, + "Potassium_Level": 4.012630913, + "Sodium_Level": 141.2471374, + "Smoking_Pack_Years": 42.4350612 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.61944934, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.89718269, + "White_Blood_Cell_Count": 7.731644711, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.79605082, + "White_Blood_Cell_Count": 4.033289695, + "Platelet_Count": 217.3547167, + "Albumin_Level": 4.629595534, + "Alkaline_Phosphatase_Level": 47.23674914, + "Alanine_Aminotransferase_Level": 12.97890582, + "Aspartate_Aminotransferase_Level": 28.6253665, + "Creatinine_Level": 1.003447847, + "LDH_Level": 214.6005075, + "Calcium_Level": 9.724283811, + "Phosphorus_Level": 3.976077677, + "Glucose_Level": 141.9327083, + "Potassium_Level": 4.777111893, + "Sodium_Level": 139.1986156, + "Smoking_Pack_Years": 22.63977523 + }, 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"Hemoglobin_Level": 12.80330031, + "White_Blood_Cell_Count": 3.680682482, + "Platelet_Count": 376.9760876, + "Albumin_Level": 3.932563895, + "Alkaline_Phosphatase_Level": 76.65193734, + "Alanine_Aminotransferase_Level": 15.99311921, + "Aspartate_Aminotransferase_Level": 24.61053789, + "Creatinine_Level": 1.094260282, + "LDH_Level": 197.2689872, + "Calcium_Level": 8.218397603, + "Phosphorus_Level": 3.447205236, + "Glucose_Level": 88.372776, + "Potassium_Level": 4.556126191, + "Sodium_Level": 137.2747217, + "Smoking_Pack_Years": 44.85094875 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.34334826, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.65731913, + "White_Blood_Cell_Count": 3.748936196, + "Platelet_Count": 337.440065, + "Albumin_Level": 4.732683812, + "Alkaline_Phosphatase_Level": 91.71991561, + "Alanine_Aminotransferase_Level": 31.62267092, + "Aspartate_Aminotransferase_Level": 18.16388677, + "Creatinine_Level": 0.699740588, + "LDH_Level": 231.2475127, + "Calcium_Level": 9.781263141, + "Phosphorus_Level": 2.536373423, + "Glucose_Level": 127.3011577, + "Potassium_Level": 3.646086591, + "Sodium_Level": 137.9926369, + "Smoking_Pack_Years": 70.05038817 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.12292661, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.16411238, + "White_Blood_Cell_Count": 4.111404908, + "Platelet_Count": 393.2506509, + "Albumin_Level": 4.437291926, + "Alkaline_Phosphatase_Level": 37.9818321, + "Alanine_Aminotransferase_Level": 37.06058456, + "Aspartate_Aminotransferase_Level": 34.1353728, + "Creatinine_Level": 0.754388545, + "LDH_Level": 106.4588968, + "Calcium_Level": 9.765778285, + "Phosphorus_Level": 3.267298492, + "Glucose_Level": 74.42823654, + "Potassium_Level": 4.56981785, + "Sodium_Level": 141.1273785, + "Smoking_Pack_Years": 94.79895601 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.865643, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.32078873, + "White_Blood_Cell_Count": 9.825385625, + "Platelet_Count": 410.0264082, + "Albumin_Level": 3.744693219, + "Alkaline_Phosphatase_Level": 114.8382668, + "Alanine_Aminotransferase_Level": 26.4581535, + "Aspartate_Aminotransferase_Level": 40.68474521, + "Creatinine_Level": 0.882225973, + "LDH_Level": 205.9391013, + "Calcium_Level": 9.962917045, + "Phosphorus_Level": 4.704246106, + "Glucose_Level": 146.6082483, + "Potassium_Level": 4.285531235, + "Sodium_Level": 138.0496937, + "Smoking_Pack_Years": 98.50667899 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.41738947, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.41974694, + "White_Blood_Cell_Count": 7.612224402, + "Platelet_Count": 193.7166017, + "Albumin_Level": 3.140919855, + "Alkaline_Phosphatase_Level": 35.57962472, + "Alanine_Aminotransferase_Level": 23.01956574, + "Aspartate_Aminotransferase_Level": 44.80592576, + "Creatinine_Level": 0.803254851, + "LDH_Level": 241.3270416, + "Calcium_Level": 8.409346248, + "Phosphorus_Level": 4.790323029, + "Glucose_Level": 90.05122755, + "Potassium_Level": 3.554095714, + "Sodium_Level": 142.1695764, + "Smoking_Pack_Years": 68.94346506 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.84421587, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 16.52057894, + "White_Blood_Cell_Count": 9.505997898, + "Platelet_Count": 172.7081082, + "Albumin_Level": 3.513133392, + "Alkaline_Phosphatase_Level": 36.38926232, + "Alanine_Aminotransferase_Level": 31.88894774, + "Aspartate_Aminotransferase_Level": 24.68420736, + "Creatinine_Level": 0.934222032, + "LDH_Level": 200.2643994, + "Calcium_Level": 8.808101589, + "Phosphorus_Level": 4.721819615, + "Glucose_Level": 72.83920257, + "Potassium_Level": 3.61001105, + "Sodium_Level": 139.4846971, + "Smoking_Pack_Years": 69.95203741 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.7723646, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.37306052, + "White_Blood_Cell_Count": 6.679688467, + "Platelet_Count": 255.707046, + "Albumin_Level": 4.206244156, + "Alkaline_Phosphatase_Level": 102.8183311, + "Alanine_Aminotransferase_Level": 28.24110965, + "Aspartate_Aminotransferase_Level": 21.91002471, + "Creatinine_Level": 1.126976453, + "LDH_Level": 166.4522766, + "Calcium_Level": 8.882917498, + "Phosphorus_Level": 3.586079983, + "Glucose_Level": 149.0084944, + "Potassium_Level": 4.299518865, + "Sodium_Level": 142.6658574, + "Smoking_Pack_Years": 35.61190621 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.50426204, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.25342762, + "White_Blood_Cell_Count": 5.332761173, + "Platelet_Count": 249.0860392, + "Albumin_Level": 3.338905348, + "Alkaline_Phosphatase_Level": 58.51587129, + "Alanine_Aminotransferase_Level": 25.10357712, + "Aspartate_Aminotransferase_Level": 30.65196982, + "Creatinine_Level": 0.877456207, + "LDH_Level": 108.5497065, + "Calcium_Level": 8.141279056, + "Phosphorus_Level": 3.835882312, + "Glucose_Level": 110.6009032, + "Potassium_Level": 3.846429856, + "Sodium_Level": 136.8703328, + "Smoking_Pack_Years": 88.33292459 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.1544087, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.87804161, + "White_Blood_Cell_Count": 7.682526088, + "Platelet_Count": 257.6661822, + "Albumin_Level": 4.316743594, + "Alkaline_Phosphatase_Level": 52.85211756, + "Alanine_Aminotransferase_Level": 32.44092728, + "Aspartate_Aminotransferase_Level": 36.2574861, + "Creatinine_Level": 1.393697081, + "LDH_Level": 232.5230952, + "Calcium_Level": 8.278642588, + "Phosphorus_Level": 4.434239459, + "Glucose_Level": 81.5459975, + "Potassium_Level": 3.993883237, + "Sodium_Level": 140.4403184, + "Smoking_Pack_Years": 77.82842399 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.18300124, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.80647104, + "White_Blood_Cell_Count": 5.792976851, + "Platelet_Count": 406.2435461, + "Albumin_Level": 3.281840031, + "Alkaline_Phosphatase_Level": 59.25909101, + "Alanine_Aminotransferase_Level": 23.66638489, + "Aspartate_Aminotransferase_Level": 29.13852832, + "Creatinine_Level": 1.241709857, + "LDH_Level": 209.59454, + "Calcium_Level": 10.48296829, + "Phosphorus_Level": 4.916490714, + "Glucose_Level": 138.6660658, + "Potassium_Level": 4.480370259, + "Sodium_Level": 137.4662596, + "Smoking_Pack_Years": 74.50206649 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.05208984, + "Tumor_Location": "Upper 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116.957215, + "Potassium_Level": 4.91062228, + "Sodium_Level": 136.5364499, + "Smoking_Pack_Years": 50.96383312 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.68227509, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.39745461, + "White_Blood_Cell_Count": 9.584875448, + "Platelet_Count": 184.5140528, + "Albumin_Level": 3.350034511, + "Alkaline_Phosphatase_Level": 106.0200887, + "Alanine_Aminotransferase_Level": 31.87204431, + "Aspartate_Aminotransferase_Level": 45.88326304, + "Creatinine_Level": 1.187267075, + "LDH_Level": 175.4156377, + "Calcium_Level": 9.572211081, + "Phosphorus_Level": 3.908401758, + "Glucose_Level": 124.8061407, + "Potassium_Level": 4.609396278, + "Sodium_Level": 140.6268874, + "Smoking_Pack_Years": 95.36605716 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.60902457, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.88516416, + "White_Blood_Cell_Count": 9.835056515, + "Platelet_Count": 415.9718467, + "Albumin_Level": 3.47205002, + "Alkaline_Phosphatase_Level": 71.74822677, + "Alanine_Aminotransferase_Level": 23.95281869, + "Aspartate_Aminotransferase_Level": 40.60973242, + "Creatinine_Level": 0.691663526, + "LDH_Level": 140.1061617, + "Calcium_Level": 8.547223608, + "Phosphorus_Level": 2.790418663, + "Glucose_Level": 76.01044089, + "Potassium_Level": 3.569172136, + "Sodium_Level": 142.2073265, + "Smoking_Pack_Years": 20.44502728 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.80745424, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.25103406, + "White_Blood_Cell_Count": 4.61777713, + "Platelet_Count": 292.2903609, + "Albumin_Level": 3.243474431, + "Alkaline_Phosphatase_Level": 73.28699333, + "Alanine_Aminotransferase_Level": 22.46945975, + "Aspartate_Aminotransferase_Level": 13.0738983, + "Creatinine_Level": 0.898767879, + "LDH_Level": 152.5645921, + "Calcium_Level": 9.243447427, + "Phosphorus_Level": 2.795488412, + "Glucose_Level": 112.1551956, + "Potassium_Level": 3.978388572, + "Sodium_Level": 140.2934763, + "Smoking_Pack_Years": 54.95884041 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.92626291, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.56073003, + "White_Blood_Cell_Count": 7.916812075, + "Platelet_Count": 183.8093483, + "Albumin_Level": 3.374840025, + "Alkaline_Phosphatase_Level": 92.03965635, + "Alanine_Aminotransferase_Level": 27.64517812, + "Aspartate_Aminotransferase_Level": 19.73888501, + "Creatinine_Level": 1.015031059, + "LDH_Level": 208.3045907, + "Calcium_Level": 9.078860383, + "Phosphorus_Level": 2.609315577, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 38.78660562, + "Aspartate_Aminotransferase_Level": 24.71526824, + "Creatinine_Level": 0.814040911, + "LDH_Level": 249.4054627, + "Calcium_Level": 8.927733288, + "Phosphorus_Level": 4.873006229, + "Glucose_Level": 124.7747944, + "Potassium_Level": 3.97497253, + "Sodium_Level": 144.3371866, + "Smoking_Pack_Years": 98.4832247 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.42118955, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.4026114, + "White_Blood_Cell_Count": 9.607905812, + "Platelet_Count": 202.8965071, + "Albumin_Level": 3.92594216, + "Alkaline_Phosphatase_Level": 94.87526937, + "Alanine_Aminotransferase_Level": 39.46500016, + "Aspartate_Aminotransferase_Level": 39.5222481, + "Creatinine_Level": 0.753395438, + "LDH_Level": 210.8313448, + "Calcium_Level": 8.085212854, + "Phosphorus_Level": 4.559839418, + "Glucose_Level": 109.0672757, + "Potassium_Level": 4.652334939, + "Sodium_Level": 135.2232337, + "Smoking_Pack_Years": 62.23767409 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.57270368, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.6396877, + "White_Blood_Cell_Count": 7.489036893, + "Platelet_Count": 222.4504357, + "Albumin_Level": 3.914849562, + "Alkaline_Phosphatase_Level": 43.71482871, + "Alanine_Aminotransferase_Level": 32.10149956, + "Aspartate_Aminotransferase_Level": 12.64681283, + "Creatinine_Level": 0.824706568, + "LDH_Level": 119.1981644, + "Calcium_Level": 9.584358966, + "Phosphorus_Level": 4.712529708, + "Glucose_Level": 73.74327868, + "Potassium_Level": 4.260474861, + "Sodium_Level": 135.5558898, + "Smoking_Pack_Years": 15.97151715 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.85514836, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.54158459, + "White_Blood_Cell_Count": 8.714424072, + "Platelet_Count": 362.8530793, + "Albumin_Level": 4.953028227, + "Alkaline_Phosphatase_Level": 107.1937671, + "Alanine_Aminotransferase_Level": 17.40906905, + "Aspartate_Aminotransferase_Level": 22.23398317, + "Creatinine_Level": 1.124311926, + "LDH_Level": 204.9426786, + "Calcium_Level": 9.621504684, + "Phosphorus_Level": 3.208420135, + "Glucose_Level": 86.71404846, + "Potassium_Level": 4.716853437, + "Sodium_Level": 142.5843785, + "Smoking_Pack_Years": 62.07460977 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.77753115, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.60482602, + "White_Blood_Cell_Count": 8.372322796, + "Platelet_Count": 384.347303, + "Albumin_Level": 3.715753711, + "Alkaline_Phosphatase_Level": 98.73258288, + "Alanine_Aminotransferase_Level": 19.81165301, + "Aspartate_Aminotransferase_Level": 46.13771068, + "Creatinine_Level": 0.545280894, + "LDH_Level": 170.4520877, + "Calcium_Level": 8.234496049, + "Phosphorus_Level": 4.326889661, + "Glucose_Level": 89.97514776, + "Potassium_Level": 4.994799611, + "Sodium_Level": 144.9922523, + "Smoking_Pack_Years": 43.30381332 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.70982856, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.18381102, + "White_Blood_Cell_Count": 8.125357972, + "Platelet_Count": 385.3405344, + "Albumin_Level": 3.595119456, + "Alkaline_Phosphatase_Level": 71.03893697, + "Alanine_Aminotransferase_Level": 24.27836567, + "Aspartate_Aminotransferase_Level": 14.28170789, + "Creatinine_Level": 1.46521255, + "LDH_Level": 163.3165282, + "Calcium_Level": 9.646541353, + "Phosphorus_Level": 2.904447457, + "Glucose_Level": 104.1330592, + "Potassium_Level": 3.820148054, + "Sodium_Level": 144.2762579, + "Smoking_Pack_Years": 0.165334446 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.06985482, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.37679498, + "White_Blood_Cell_Count": 3.62790888, + "Platelet_Count": 242.5949434, + "Albumin_Level": 3.588719573, + "Alkaline_Phosphatase_Level": 73.4264241, + "Alanine_Aminotransferase_Level": 32.17691893, + "Aspartate_Aminotransferase_Level": 19.05883687, + "Creatinine_Level": 0.687399838, + "LDH_Level": 193.195513, + "Calcium_Level": 8.722468057, + "Phosphorus_Level": 4.069509937, + "Glucose_Level": 122.90065, + "Potassium_Level": 4.207735375, + "Sodium_Level": 144.4993853, + "Smoking_Pack_Years": 45.12483985 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.20339427, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.80402697, + "White_Blood_Cell_Count": 7.632194258, + "Platelet_Count": 218.5153079, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.0571675, + "White_Blood_Cell_Count": 6.813969672, + "Platelet_Count": 174.6213195, + "Albumin_Level": 4.786838674, + "Alkaline_Phosphatase_Level": 81.30491876, + "Alanine_Aminotransferase_Level": 7.707705236, + "Aspartate_Aminotransferase_Level": 24.79873374, + "Creatinine_Level": 0.956569701, + "LDH_Level": 206.8263743, + "Calcium_Level": 10.43845995, + "Phosphorus_Level": 2.525396731, + "Glucose_Level": 98.00492089, + "Potassium_Level": 3.771293737, + "Sodium_Level": 140.0764864, + "Smoking_Pack_Years": 7.882310716 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.0761819, + "White_Blood_Cell_Count": 5.60198859, + "Platelet_Count": 210.9241835, + "Albumin_Level": 3.295361477, + "Alkaline_Phosphatase_Level": 67.77340773, + "Alanine_Aminotransferase_Level": 19.79891723, + "Aspartate_Aminotransferase_Level": 47.98081812, + "Creatinine_Level": 1.034564317, + "LDH_Level": 115.6803469, + "Calcium_Level": 8.177818453, + "Phosphorus_Level": 4.483964529, + "Glucose_Level": 145.5747431, + "Potassium_Level": 3.641950115, + "Sodium_Level": 143.6195899, + "Smoking_Pack_Years": 73.44703788 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": 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8.699337701, + "Phosphorus_Level": 3.712793327, + "Glucose_Level": 89.99176639, + "Potassium_Level": 3.848996546, + "Sodium_Level": 139.3655854, + "Smoking_Pack_Years": 84.22793816 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.3885815, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.19717846, + "White_Blood_Cell_Count": 6.253428696, + "Platelet_Count": 237.1255275, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.30245884, + "White_Blood_Cell_Count": 9.240152012, + "Platelet_Count": 168.2985565, + "Albumin_Level": 3.230365851, + "Alkaline_Phosphatase_Level": 79.83169928, + "Alanine_Aminotransferase_Level": 15.92003381, + "Aspartate_Aminotransferase_Level": 22.02789114, + "Creatinine_Level": 0.71185657, + "LDH_Level": 115.2843595, + "Calcium_Level": 10.22811279, + "Phosphorus_Level": 3.022992972, + "Glucose_Level": 98.70380622, + "Potassium_Level": 4.420768747, + "Sodium_Level": 140.4766668, + "Smoking_Pack_Years": 76.55914344 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.03956835, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.73046589, + "White_Blood_Cell_Count": 5.301178379, + "Platelet_Count": 238.3124461, + "Albumin_Level": 3.855115206, + "Alkaline_Phosphatase_Level": 84.17304503, + "Alanine_Aminotransferase_Level": 37.49255446, + "Aspartate_Aminotransferase_Level": 24.42148104, + "Creatinine_Level": 1.10776541, + "LDH_Level": 189.8922804, + "Calcium_Level": 8.308660467, + "Phosphorus_Level": 2.81548058, + "Glucose_Level": 130.7320369, + "Potassium_Level": 3.782823556, + "Sodium_Level": 144.8035379, + "Smoking_Pack_Years": 89.52002742 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.98888801, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.79922268, + "White_Blood_Cell_Count": 7.220179994, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.26613916, + "White_Blood_Cell_Count": 4.824329907, + "Platelet_Count": 376.441386, + "Albumin_Level": 4.425438559, + "Alkaline_Phosphatase_Level": 49.97176893, + "Alanine_Aminotransferase_Level": 12.03417689, + "Aspartate_Aminotransferase_Level": 28.01434631, + "Creatinine_Level": 1.499121258, + "LDH_Level": 206.1995235, + "Calcium_Level": 10.15132952, + "Phosphorus_Level": 2.970562631, + "Glucose_Level": 143.6448768, + "Potassium_Level": 3.690501147, + "Sodium_Level": 140.8433447, + "Smoking_Pack_Years": 30.7965968 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.62659229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.04679995, + "White_Blood_Cell_Count": 6.372557322, + "Platelet_Count": 210.0119016, + "Albumin_Level": 3.941523827, + "Alkaline_Phosphatase_Level": 66.29253805, + "Alanine_Aminotransferase_Level": 30.85669472, + "Aspartate_Aminotransferase_Level": 22.91105321, + "Creatinine_Level": 0.637191777, + "LDH_Level": 223.8317771, + "Calcium_Level": 8.585149982, + "Phosphorus_Level": 3.749570515, + "Glucose_Level": 126.3651285, + "Potassium_Level": 3.765269903, + "Sodium_Level": 143.524809, + "Smoking_Pack_Years": 0.538663279 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.2779082, + "White_Blood_Cell_Count": 9.835912987, + "Platelet_Count": 378.3379906, + "Albumin_Level": 4.708176921, + "Alkaline_Phosphatase_Level": 91.58656186, + "Alanine_Aminotransferase_Level": 20.87734207, + "Aspartate_Aminotransferase_Level": 32.05724916, + "Creatinine_Level": 1.335142221, + "LDH_Level": 128.1344662, + "Calcium_Level": 8.119343715, + "Phosphorus_Level": 3.78051254, + "Glucose_Level": 123.2676593, + "Potassium_Level": 3.859966391, + "Sodium_Level": 135.0860568, + "Smoking_Pack_Years": 21.76497807 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.83637441, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 26.59792701, + "Creatinine_Level": 0.955165177, + "LDH_Level": 181.3839212, + "Calcium_Level": 10.05362968, + "Phosphorus_Level": 3.546789927, + "Glucose_Level": 77.86064753, + "Potassium_Level": 4.068851397, + "Sodium_Level": 143.464496, + "Smoking_Pack_Years": 73.27009404 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.12050131, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 65, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.51301568, + "White_Blood_Cell_Count": 9.84559036, + "Platelet_Count": 383.1326545, + "Albumin_Level": 3.348540885, + "Alkaline_Phosphatase_Level": 35.60590463, + "Alanine_Aminotransferase_Level": 18.44442269, + "Aspartate_Aminotransferase_Level": 26.38200746, + "Creatinine_Level": 1.24426389, + "LDH_Level": 128.8503207, + "Calcium_Level": 9.834100723, + "Phosphorus_Level": 2.861078728, + "Glucose_Level": 83.271906, + "Potassium_Level": 3.672181509, + "Sodium_Level": 140.8084335, + "Smoking_Pack_Years": 38.52767056 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.6472967, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + 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137.7181131, + "Smoking_Pack_Years": 31.06070394 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.92750673, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.6844352, + "White_Blood_Cell_Count": 4.004194176, + "Platelet_Count": 438.9845275, + "Albumin_Level": 4.466378788, + "Alkaline_Phosphatase_Level": 68.42854161, + "Alanine_Aminotransferase_Level": 23.64497206, + "Aspartate_Aminotransferase_Level": 18.84960854, + "Creatinine_Level": 0.804013011, + "LDH_Level": 207.9726218, + "Calcium_Level": 8.360902219, + "Phosphorus_Level": 2.900013967, + "Glucose_Level": 98.29068469, + "Potassium_Level": 3.956649109, + "Sodium_Level": 136.3270024, + "Smoking_Pack_Years": 32.40591131 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.65041679, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.57664925, + "White_Blood_Cell_Count": 9.356877542, + "Platelet_Count": 343.5063135, + "Albumin_Level": 4.303516184, + "Alkaline_Phosphatase_Level": 104.6540089, + "Alanine_Aminotransferase_Level": 14.95770739, + "Aspartate_Aminotransferase_Level": 17.05499043, + "Creatinine_Level": 1.49592032, + "LDH_Level": 115.6969553, + "Calcium_Level": 10.14060517, + "Phosphorus_Level": 4.394313006, + "Glucose_Level": 134.7379239, + "Potassium_Level": 4.657853319, + "Sodium_Level": 140.7336185, + "Smoking_Pack_Years": 29.51367806 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.0554265, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.11398466, + "White_Blood_Cell_Count": 5.519273869, + "Platelet_Count": 189.577032, + "Albumin_Level": 4.493007875, + "Alkaline_Phosphatase_Level": 30.16947787, + "Alanine_Aminotransferase_Level": 24.06718031, + "Aspartate_Aminotransferase_Level": 21.63223434, + "Creatinine_Level": 0.798763179, + "LDH_Level": 190.2847758, + "Calcium_Level": 10.38208131, + "Phosphorus_Level": 4.694767021, + "Glucose_Level": 148.0745989, + "Potassium_Level": 4.278418499, + "Sodium_Level": 135.7417013, + "Smoking_Pack_Years": 8.987815682 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.30822157, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.47672324, + "White_Blood_Cell_Count": 9.662353902, + "Platelet_Count": 413.4206021, + "Albumin_Level": 3.347231606, + "Alkaline_Phosphatase_Level": 68.93309046, + "Alanine_Aminotransferase_Level": 17.53532152, + "Aspartate_Aminotransferase_Level": 39.69888299, + "Creatinine_Level": 1.246662763, + "LDH_Level": 195.836222, + "Calcium_Level": 9.03907099, + "Phosphorus_Level": 4.871763536, + "Glucose_Level": 74.61466695, + "Potassium_Level": 4.844600836, + "Sodium_Level": 140.1131404, + "Smoking_Pack_Years": 82.02651731 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.33886952, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.71305124, + "White_Blood_Cell_Count": 8.338068173, + "Platelet_Count": 329.3206173, + "Albumin_Level": 3.733683377, + "Alkaline_Phosphatase_Level": 45.73748513, + "Alanine_Aminotransferase_Level": 24.07548765, + "Aspartate_Aminotransferase_Level": 19.41623015, + "Creatinine_Level": 1.326778981, + "LDH_Level": 151.7946898, + "Calcium_Level": 9.420901885, + "Phosphorus_Level": 3.074028421, + "Glucose_Level": 81.25583554, + "Potassium_Level": 4.503286124, + "Sodium_Level": 135.3399183, + "Smoking_Pack_Years": 37.48321964 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.01747425, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.48111171, + "White_Blood_Cell_Count": 6.23887455, + "Platelet_Count": 160.5901662, + "Albumin_Level": 4.307319329, + "Alkaline_Phosphatase_Level": 55.14782287, + "Alanine_Aminotransferase_Level": 9.291199014, + "Aspartate_Aminotransferase_Level": 42.39922054, + "Creatinine_Level": 0.940887668, + "LDH_Level": 244.9960716, + "Calcium_Level": 10.30829328, + "Phosphorus_Level": 4.550311801, + "Glucose_Level": 114.5780382, + "Potassium_Level": 3.903089328, + "Sodium_Level": 142.5277923, + "Smoking_Pack_Years": 6.541130416 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.98874247, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.40081482, + "White_Blood_Cell_Count": 5.634131861, + "Platelet_Count": 449.0945777, + "Albumin_Level": 4.462105241, + "Alkaline_Phosphatase_Level": 34.63924773, + "Alanine_Aminotransferase_Level": 24.89207332, + "Aspartate_Aminotransferase_Level": 18.65750857, + "Creatinine_Level": 1.362616525, + "LDH_Level": 103.4729676, + "Calcium_Level": 8.93584167, + "Phosphorus_Level": 2.689115029, + "Glucose_Level": 116.1904246, + "Potassium_Level": 4.383263751, + "Sodium_Level": 142.2586103, + "Smoking_Pack_Years": 44.62141716 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.5564427, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.60767318, + "White_Blood_Cell_Count": 3.709658657, + "Platelet_Count": 396.5786833, + "Albumin_Level": 3.647172242, + "Alkaline_Phosphatase_Level": 50.09499535, + "Alanine_Aminotransferase_Level": 6.826719306, + "Aspartate_Aminotransferase_Level": 28.08285829, + "Creatinine_Level": 1.418837891, + "LDH_Level": 176.4429576, + "Calcium_Level": 9.593486914, + "Phosphorus_Level": 3.000436721, + "Glucose_Level": 77.25007368, + "Potassium_Level": 4.058461513, + "Sodium_Level": 139.7206274, + "Smoking_Pack_Years": 40.97915317 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.42712625, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 69, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.43746221, + "White_Blood_Cell_Count": 6.340352468, + "Platelet_Count": 192.3539607, + "Albumin_Level": 3.907347703, + "Alkaline_Phosphatase_Level": 108.0909642, + "Alanine_Aminotransferase_Level": 30.15864728, + "Aspartate_Aminotransferase_Level": 26.13455924, + "Creatinine_Level": 1.010109291, + "LDH_Level": 246.9998581, + "Calcium_Level": 8.029039513, + "Phosphorus_Level": 2.813976822, + "Glucose_Level": 109.1516656, + "Potassium_Level": 4.002623737, + "Sodium_Level": 142.9733808, + "Smoking_Pack_Years": 35.1821081 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.53483701, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.25638646, + "White_Blood_Cell_Count": 7.713392863, + "Platelet_Count": 200.889198, + "Albumin_Level": 4.286527293, + "Alkaline_Phosphatase_Level": 86.52931386, + "Alanine_Aminotransferase_Level": 23.3526273, + "Aspartate_Aminotransferase_Level": 21.0175846, + "Creatinine_Level": 0.752317297, + "LDH_Level": 135.0284419, + "Calcium_Level": 9.137102665, + "Phosphorus_Level": 3.220539808, + "Glucose_Level": 72.24193737, + "Potassium_Level": 3.979724519, + "Sodium_Level": 141.7414374, + "Smoking_Pack_Years": 19.33646797 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.43697466, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.73166193, + "White_Blood_Cell_Count": 8.560256453, + "Platelet_Count": 340.6436472, + "Albumin_Level": 3.133676908, + "Alkaline_Phosphatase_Level": 113.0620395, + "Alanine_Aminotransferase_Level": 27.61509144, + "Aspartate_Aminotransferase_Level": 47.82083829, + "Creatinine_Level": 1.491218263, + "LDH_Level": 181.8542673, + "Calcium_Level": 8.941715206, + "Phosphorus_Level": 2.610270373, + "Glucose_Level": 144.852239, + "Potassium_Level": 4.011060625, + "Sodium_Level": 144.7742382, + "Smoking_Pack_Years": 72.63374678 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 102.6189277, + "Alanine_Aminotransferase_Level": 35.64770638, + "Aspartate_Aminotransferase_Level": 27.14194671, + "Creatinine_Level": 1.30473884, + "LDH_Level": 132.7771911, + "Calcium_Level": 8.861839369, + "Phosphorus_Level": 3.632762179, + "Glucose_Level": 121.2260879, + "Potassium_Level": 4.575236231, + "Sodium_Level": 137.5671287, + "Smoking_Pack_Years": 69.57337171 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.16731154, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.41728957, + "White_Blood_Cell_Count": 6.824631659, + "Platelet_Count": 425.6729972, + "Albumin_Level": 3.254532522, + "Alkaline_Phosphatase_Level": 33.40012213, + "Alanine_Aminotransferase_Level": 25.4323583, + "Aspartate_Aminotransferase_Level": 15.3943629, + "Creatinine_Level": 1.211057629, + "LDH_Level": 114.1277931, + "Calcium_Level": 8.618131537, + "Phosphorus_Level": 4.119426915, + "Glucose_Level": 94.32548697, + "Potassium_Level": 3.842226591, + "Sodium_Level": 136.4275917, + "Smoking_Pack_Years": 73.3623518 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.42706892, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.65302395, + "White_Blood_Cell_Count": 4.081395363, + "Platelet_Count": 353.5776913, + "Albumin_Level": 3.399266069, + "Alkaline_Phosphatase_Level": 41.70571573, + "Alanine_Aminotransferase_Level": 17.83264373, + "Aspartate_Aminotransferase_Level": 35.94943192, + "Creatinine_Level": 0.894580594, + "LDH_Level": 205.6411598, + "Calcium_Level": 10.09732623, + "Phosphorus_Level": 3.218433678, + "Glucose_Level": 79.35309615, + "Potassium_Level": 3.921106716, + "Sodium_Level": 136.0941553, + "Smoking_Pack_Years": 58.19537473 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.71082237, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.05708019, + "White_Blood_Cell_Count": 7.65445159, + "Platelet_Count": 331.0273508, + "Albumin_Level": 4.822751863, + "Alkaline_Phosphatase_Level": 89.6799327, + "Alanine_Aminotransferase_Level": 18.15819321, + "Aspartate_Aminotransferase_Level": 45.15537924, + "Creatinine_Level": 1.272380021, + "LDH_Level": 240.5388468, + "Calcium_Level": 8.212709176, + 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3.488278297, + "Alkaline_Phosphatase_Level": 103.0957704, + "Alanine_Aminotransferase_Level": 26.26156618, + "Aspartate_Aminotransferase_Level": 41.72574277, + "Creatinine_Level": 1.332167961, + "LDH_Level": 164.5851917, + "Calcium_Level": 8.624378756, + "Phosphorus_Level": 2.74707477, + "Glucose_Level": 106.0222034, + "Potassium_Level": 4.532830736, + "Sodium_Level": 137.6584776, + "Smoking_Pack_Years": 88.30886314 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.69865944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.00143418, + "White_Blood_Cell_Count": 8.79610339, + "Platelet_Count": 212.0975089, + "Albumin_Level": 4.434303072, + "Alkaline_Phosphatase_Level": 81.58283698, + "Alanine_Aminotransferase_Level": 28.42802568, + "Aspartate_Aminotransferase_Level": 19.72751794, + "Creatinine_Level": 1.102922866, + "LDH_Level": 211.5658601, + "Calcium_Level": 9.536355945, + "Phosphorus_Level": 3.519732487, + "Glucose_Level": 89.90614929, + "Potassium_Level": 4.448982422, + "Sodium_Level": 135.3455991, + "Smoking_Pack_Years": 95.61158848 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.51560033, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.39137118, + "White_Blood_Cell_Count": 6.991014827, + "Platelet_Count": 176.892193, + "Albumin_Level": 3.604879548, + "Alkaline_Phosphatase_Level": 34.2605751, + "Alanine_Aminotransferase_Level": 35.24083401, + "Aspartate_Aminotransferase_Level": 20.21509005, + "Creatinine_Level": 1.480137936, + "LDH_Level": 204.6167277, + "Calcium_Level": 8.325149025, + "Phosphorus_Level": 4.00498408, + "Glucose_Level": 112.3202183, + "Potassium_Level": 4.309451922, + "Sodium_Level": 137.0476156, + "Smoking_Pack_Years": 88.43035622 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.75251924, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.18705838, + "White_Blood_Cell_Count": 9.783600284, + "Platelet_Count": 308.1351518, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.22707972, + "White_Blood_Cell_Count": 7.037846605, + "Platelet_Count": 413.1708473, + "Albumin_Level": 3.667678854, + "Alkaline_Phosphatase_Level": 65.84001426, + "Alanine_Aminotransferase_Level": 9.083784379, + "Aspartate_Aminotransferase_Level": 32.59704526, + "Creatinine_Level": 1.17011625, + "LDH_Level": 157.1770377, + "Calcium_Level": 10.00933992, + "Phosphorus_Level": 4.044970454, + "Glucose_Level": 104.9771408, + "Potassium_Level": 4.553389031, + "Sodium_Level": 140.5112669, + "Smoking_Pack_Years": 64.20837702 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.1434689, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.85759954, + "White_Blood_Cell_Count": 7.479789205, + "Platelet_Count": 218.0662331, + "Albumin_Level": 4.176676171, + "Alkaline_Phosphatase_Level": 87.53396357, + "Alanine_Aminotransferase_Level": 14.74679672, + "Aspartate_Aminotransferase_Level": 16.11642586, + "Creatinine_Level": 1.168768384, + "LDH_Level": 206.5743265, + "Calcium_Level": 9.380267211, + "Phosphorus_Level": 3.762357393, + "Glucose_Level": 145.2475071, + "Potassium_Level": 4.828070158, + "Sodium_Level": 137.3304777, + "Smoking_Pack_Years": 99.85029574 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.53976996, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.38252779, + "White_Blood_Cell_Count": 9.504928319, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.86878433, + "White_Blood_Cell_Count": 8.75524737, + "Platelet_Count": 219.9769254, + "Albumin_Level": 4.191625035, + "Alkaline_Phosphatase_Level": 37.04501328, + "Alanine_Aminotransferase_Level": 16.44492651, + "Aspartate_Aminotransferase_Level": 39.55358651, + "Creatinine_Level": 1.085415533, + "LDH_Level": 222.7899207, + "Calcium_Level": 9.959594661, + "Phosphorus_Level": 4.942033943, + "Glucose_Level": 130.9230311, + "Potassium_Level": 4.315758983, + "Sodium_Level": 136.2472678, + "Smoking_Pack_Years": 96.23918678 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.71626311, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.19162153, + "White_Blood_Cell_Count": 7.817850668, + "Platelet_Count": 379.6972769, + "Albumin_Level": 3.090135205, + "Alkaline_Phosphatase_Level": 116.8442987, + "Alanine_Aminotransferase_Level": 20.60975221, + "Aspartate_Aminotransferase_Level": 11.02174925, + "Creatinine_Level": 1.113290628, + "LDH_Level": 161.4870092, + "Calcium_Level": 9.543330116, + "Phosphorus_Level": 2.813744973, + "Glucose_Level": 78.74570562, + "Potassium_Level": 4.075949885, + "Sodium_Level": 136.4329312, + "Smoking_Pack_Years": 21.84947333 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.16204332, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.19382236, + "White_Blood_Cell_Count": 5.095223889, + "Platelet_Count": 404.9485889, + "Albumin_Level": 3.382783602, + "Alkaline_Phosphatase_Level": 65.33109378, + "Alanine_Aminotransferase_Level": 37.17284927, + "Aspartate_Aminotransferase_Level": 17.46010881, + "Creatinine_Level": 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"Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.14640743, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.61644824, + "White_Blood_Cell_Count": 5.343952198, + "Platelet_Count": 194.6114116, + "Albumin_Level": 4.340119235, + "Alkaline_Phosphatase_Level": 43.5255169, + "Alanine_Aminotransferase_Level": 29.69642813, + "Aspartate_Aminotransferase_Level": 14.02143185, + "Creatinine_Level": 1.375512254, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.42669295, + "White_Blood_Cell_Count": 9.178914291, + "Platelet_Count": 327.1505869, + "Albumin_Level": 4.833831282, + "Alkaline_Phosphatase_Level": 94.0432278, + "Alanine_Aminotransferase_Level": 14.3851426, + "Aspartate_Aminotransferase_Level": 48.49954248, + "Creatinine_Level": 0.989230708, + "LDH_Level": 143.0588163, + "Calcium_Level": 9.740347835, + "Phosphorus_Level": 3.180152578, + "Glucose_Level": 108.8958507, + "Potassium_Level": 4.146110351, + "Sodium_Level": 140.9876076, + "Smoking_Pack_Years": 33.41392577 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.72837641, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.22897624, + "White_Blood_Cell_Count": 7.87258357, + "Platelet_Count": 319.9219015, + "Albumin_Level": 4.306143757, + "Alkaline_Phosphatase_Level": 86.64324163, + "Alanine_Aminotransferase_Level": 8.233538075, + "Aspartate_Aminotransferase_Level": 33.97141877, + "Creatinine_Level": 1.422756535, + "LDH_Level": 107.0285035, + "Calcium_Level": 9.348122735, + "Phosphorus_Level": 3.708850082, + "Glucose_Level": 113.2728422, + "Potassium_Level": 4.63889663, + "Sodium_Level": 138.4934258, + "Smoking_Pack_Years": 78.00450279 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.91928904, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.83397582, + "White_Blood_Cell_Count": 5.073527331, + "Platelet_Count": 372.1854669, + "Albumin_Level": 3.764114597, + "Alkaline_Phosphatase_Level": 85.90771409, + "Alanine_Aminotransferase_Level": 18.42152696, + "Aspartate_Aminotransferase_Level": 16.32105499, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.12648592, + "White_Blood_Cell_Count": 7.28307915, + "Platelet_Count": 207.848643, + "Albumin_Level": 3.345064965, + "Alkaline_Phosphatase_Level": 73.70492402, + "Alanine_Aminotransferase_Level": 14.33841191, + "Aspartate_Aminotransferase_Level": 48.11536905, + "Creatinine_Level": 1.344764, + "LDH_Level": 137.4158832, + "Calcium_Level": 8.572673921, + "Phosphorus_Level": 2.505224099, + "Glucose_Level": 93.31323357, + "Potassium_Level": 4.005296687, + "Sodium_Level": 139.2604748, + "Smoking_Pack_Years": 14.89806776 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.44034135, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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135.1531159, + "Smoking_Pack_Years": 69.72312453 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.94162896, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.05247721, + "White_Blood_Cell_Count": 4.238633321, + "Platelet_Count": 343.3044054, + "Albumin_Level": 3.253458295, + "Alkaline_Phosphatase_Level": 79.30903117, + "Alanine_Aminotransferase_Level": 6.232280416, + "Aspartate_Aminotransferase_Level": 32.44370706, + "Creatinine_Level": 1.258639367, + "LDH_Level": 169.6402887, + "Calcium_Level": 8.149746465, + "Phosphorus_Level": 3.162873356, + "Glucose_Level": 129.0085798, + "Potassium_Level": 4.164056668, + "Sodium_Level": 135.262817, + "Smoking_Pack_Years": 63.60587146 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.24632765, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 60, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.17583912, + "White_Blood_Cell_Count": 7.343099131, + "Platelet_Count": 431.4114477, + "Albumin_Level": 3.652948681, + "Alkaline_Phosphatase_Level": 61.67792486, + "Alanine_Aminotransferase_Level": 26.15891207, + "Aspartate_Aminotransferase_Level": 44.92732067, + "Creatinine_Level": 0.705393202, + "LDH_Level": 249.033261, + "Calcium_Level": 9.190742658, + "Phosphorus_Level": 4.287778141, + "Glucose_Level": 90.98019365, + "Potassium_Level": 4.950465714, + "Sodium_Level": 140.1084638, + "Smoking_Pack_Years": 60.02143583 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.91446675, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.08099106, + "White_Blood_Cell_Count": 7.523070189, + "Platelet_Count": 427.3500891, + "Albumin_Level": 4.573271418, + "Alkaline_Phosphatase_Level": 54.55926591, + "Alanine_Aminotransferase_Level": 33.38171137, + "Aspartate_Aminotransferase_Level": 19.12375909, + "Creatinine_Level": 1.440975983, + "LDH_Level": 179.9287725, + "Calcium_Level": 8.2013669, + "Phosphorus_Level": 4.711300286, + "Glucose_Level": 116.1318692, + "Potassium_Level": 3.503946911, + "Sodium_Level": 144.5943762, + "Smoking_Pack_Years": 92.45614698 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.96023657, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.04149662, + "White_Blood_Cell_Count": 8.34993706, + "Platelet_Count": 342.0336682, + "Albumin_Level": 4.535491685, + "Alkaline_Phosphatase_Level": 70.20576748, + "Alanine_Aminotransferase_Level": 25.40875017, + "Aspartate_Aminotransferase_Level": 37.01250997, + "Creatinine_Level": 0.985033874, + "LDH_Level": 161.2056782, + "Calcium_Level": 8.427320415, + "Phosphorus_Level": 3.452153246, + "Glucose_Level": 74.68914276, + "Potassium_Level": 4.142534464, + "Sodium_Level": 137.0960446, + "Smoking_Pack_Years": 16.76023459 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.59051929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.82744629, + "White_Blood_Cell_Count": 7.024876543, + "Platelet_Count": 174.5021665, + "Albumin_Level": 4.265984682, + "Alkaline_Phosphatase_Level": 76.07649211, + "Alanine_Aminotransferase_Level": 37.64402526, + "Aspartate_Aminotransferase_Level": 17.60242994, + "Creatinine_Level": 0.849401655, + "LDH_Level": 223.1437106, + "Calcium_Level": 10.20362175, + "Phosphorus_Level": 2.737633114, + "Glucose_Level": 81.47762863, + "Potassium_Level": 3.638728893, + "Sodium_Level": 139.5863413, + "Smoking_Pack_Years": 67.96612405 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.32794524, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.57690704, + "White_Blood_Cell_Count": 9.432097722, + "Platelet_Count": 351.0264277, + "Albumin_Level": 4.795159453, + "Alkaline_Phosphatase_Level": 41.17965208, + "Alanine_Aminotransferase_Level": 24.09522378, + "Aspartate_Aminotransferase_Level": 39.68772669, + "Creatinine_Level": 0.999113327, + "LDH_Level": 143.8376564, + "Calcium_Level": 10.18866983, + "Phosphorus_Level": 3.965456711, + "Glucose_Level": 135.4510528, + "Potassium_Level": 3.78684606, 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"Aspartate_Aminotransferase_Level": 17.8690822, + "Creatinine_Level": 1.206330219, + "LDH_Level": 173.8213341, + "Calcium_Level": 8.555949908, + "Phosphorus_Level": 2.815385819, + "Glucose_Level": 118.6965398, + "Potassium_Level": 4.37489385, + "Sodium_Level": 136.4535935, + "Smoking_Pack_Years": 4.634918143 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 30.15853802, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 77, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.82009833, + "White_Blood_Cell_Count": 4.750990798, + "Platelet_Count": 411.576081, + "Albumin_Level": 4.848522543, + "Alkaline_Phosphatase_Level": 68.46886721, + "Alanine_Aminotransferase_Level": 30.61078314, + "Aspartate_Aminotransferase_Level": 36.92330877, + "Creatinine_Level": 0.746529121, + "LDH_Level": 249.5320525, + "Calcium_Level": 9.395883264, + "Phosphorus_Level": 4.837217343, + "Glucose_Level": 118.5259138, + "Potassium_Level": 3.843066625, + "Sodium_Level": 140.3088071, + "Smoking_Pack_Years": 5.63449031 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.24742736, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.8706409, + "White_Blood_Cell_Count": 7.625388175, + "Platelet_Count": 345.6619423, + "Albumin_Level": 4.705812624, + "Alkaline_Phosphatase_Level": 71.75842127, + "Alanine_Aminotransferase_Level": 37.20121909, + "Aspartate_Aminotransferase_Level": 24.73265305, + "Creatinine_Level": 0.827112784, + "LDH_Level": 245.6495827, + "Calcium_Level": 8.380558415, + "Phosphorus_Level": 4.402090648, + "Glucose_Level": 93.34602956, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.60210659, + "White_Blood_Cell_Count": 6.50249264, + "Platelet_Count": 250.1849344, + "Albumin_Level": 3.74687164, + "Alkaline_Phosphatase_Level": 42.47671256, + "Alanine_Aminotransferase_Level": 31.60324383, + "Aspartate_Aminotransferase_Level": 37.39218552, + "Creatinine_Level": 0.887068413, + "LDH_Level": 102.1886169, + "Calcium_Level": 8.267954102, + "Phosphorus_Level": 4.890299406, + "Glucose_Level": 91.16743645, + "Potassium_Level": 4.960557308, + "Sodium_Level": 141.7399172, + "Smoking_Pack_Years": 47.42840213 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.36031618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.00368167, + "White_Blood_Cell_Count": 4.274660484, + "Platelet_Count": 341.2220552, + "Albumin_Level": 4.151248909, + "Alkaline_Phosphatase_Level": 93.35565083, + "Alanine_Aminotransferase_Level": 37.43233543, + "Aspartate_Aminotransferase_Level": 33.34946493, + "Creatinine_Level": 0.591823141, + "LDH_Level": 139.0263164, + "Calcium_Level": 8.850750198, + "Phosphorus_Level": 3.381497202, + "Glucose_Level": 140.9735026, + "Potassium_Level": 4.35717479, + "Sodium_Level": 141.5233795, + "Smoking_Pack_Years": 98.81860055 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.19115493, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.70028406, + "White_Blood_Cell_Count": 7.194559721, + "Platelet_Count": 331.4764466, + "Albumin_Level": 3.387507036, + "Alkaline_Phosphatase_Level": 65.10828075, + "Alanine_Aminotransferase_Level": 27.85555919, + "Aspartate_Aminotransferase_Level": 13.28214962, + "Creatinine_Level": 0.746805402, + "LDH_Level": 242.1266009, + "Calcium_Level": 8.548702401, + "Phosphorus_Level": 3.637809301, + "Glucose_Level": 72.95630836, + "Potassium_Level": 4.012842648, + "Sodium_Level": 144.8818004, + "Smoking_Pack_Years": 55.87310387 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.19069895, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.62186108, + "White_Blood_Cell_Count": 5.646696533, + "Platelet_Count": 304.5075976, + "Albumin_Level": 3.258613693, + "Alkaline_Phosphatase_Level": 54.44229988, + "Alanine_Aminotransferase_Level": 26.15469072, + "Aspartate_Aminotransferase_Level": 28.23332456, + "Creatinine_Level": 0.658717759, + "LDH_Level": 126.2003873, + "Calcium_Level": 9.832353397, + "Phosphorus_Level": 2.557227637, + "Glucose_Level": 137.4824466, + "Potassium_Level": 3.771147902, + "Sodium_Level": 140.8732426, + "Smoking_Pack_Years": 38.81632367 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.59670308, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.79159784, + "White_Blood_Cell_Count": 9.698519284, + "Platelet_Count": 189.8951727, + "Albumin_Level": 4.209209111, + "Alkaline_Phosphatase_Level": 117.7857193, + "Alanine_Aminotransferase_Level": 27.09332042, + "Aspartate_Aminotransferase_Level": 21.36920603, + "Creatinine_Level": 0.648477152, + "LDH_Level": 247.2837988, + "Calcium_Level": 9.593736164, + "Phosphorus_Level": 4.016769268, + "Glucose_Level": 71.85409449, + "Potassium_Level": 4.483832185, + "Sodium_Level": 138.0374237, + "Smoking_Pack_Years": 53.6815885 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.71160924, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.7678858, + "White_Blood_Cell_Count": 7.618219368, + "Platelet_Count": 364.4485187, + "Albumin_Level": 4.134443284, + "Alkaline_Phosphatase_Level": 58.07536199, + "Alanine_Aminotransferase_Level": 13.35206171, + "Aspartate_Aminotransferase_Level": 13.40751346, + "Creatinine_Level": 1.033755214, + "LDH_Level": 243.6765485, + "Calcium_Level": 8.591872709, + "Phosphorus_Level": 3.021382757, + "Glucose_Level": 90.02776612, + "Potassium_Level": 4.649429599, + "Sodium_Level": 140.792941, + "Smoking_Pack_Years": 4.57488205 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 14.82075259, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.25571377, + "White_Blood_Cell_Count": 7.315759977, + "Platelet_Count": 271.3723777, + "Albumin_Level": 3.282363658, + "Alkaline_Phosphatase_Level": 71.07461235, + "Alanine_Aminotransferase_Level": 19.13422692, + "Aspartate_Aminotransferase_Level": 41.21130209, + "Creatinine_Level": 0.647576839, + "LDH_Level": 182.7632466, + "Calcium_Level": 8.822174654, + "Phosphorus_Level": 3.051708428, + "Glucose_Level": 140.2941957, + "Potassium_Level": 4.738786986, + "Sodium_Level": 142.0811409, + "Smoking_Pack_Years": 41.59012139 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.60806805, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.54483939, + "White_Blood_Cell_Count": 8.46861481, + "Platelet_Count": 159.6199213, + "Albumin_Level": 3.891020089, + "Alkaline_Phosphatase_Level": 93.34734159, + "Alanine_Aminotransferase_Level": 7.669123258, + "Aspartate_Aminotransferase_Level": 34.92125417, + "Creatinine_Level": 0.920928802, + "LDH_Level": 190.0578828, + "Calcium_Level": 8.975114531, + "Phosphorus_Level": 3.042041599, + "Glucose_Level": 113.4076978, + "Potassium_Level": 3.89764536, + "Sodium_Level": 137.7902224, + "Smoking_Pack_Years": 93.11041606 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.95484695, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.75965463, + "White_Blood_Cell_Count": 6.015979242, + "Platelet_Count": 214.9139439, + "Albumin_Level": 4.070685185, + "Alkaline_Phosphatase_Level": 119.653815, + "Alanine_Aminotransferase_Level": 7.283148255, + "Aspartate_Aminotransferase_Level": 46.52374283, + "Creatinine_Level": 1.183014414, + "LDH_Level": 203.8004549, + "Calcium_Level": 8.757211209, + "Phosphorus_Level": 4.435385181, + "Glucose_Level": 143.7953693, + "Potassium_Level": 4.627304436, + "Sodium_Level": 136.0825493, + "Smoking_Pack_Years": 49.47913682 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.46541634, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.2879186, + "White_Blood_Cell_Count": 4.795747354, + "Platelet_Count": 291.0073465, + "Albumin_Level": 4.776107093, + "Alkaline_Phosphatase_Level": 55.80677768, + "Alanine_Aminotransferase_Level": 34.34739149, + "Aspartate_Aminotransferase_Level": 48.1779836, + "Creatinine_Level": 0.842610248, + "LDH_Level": 162.8874726, + "Calcium_Level": 10.20427697, + "Phosphorus_Level": 3.627661873, + "Glucose_Level": 84.04198553, + "Potassium_Level": 4.961765063, + "Sodium_Level": 142.7842021, + "Smoking_Pack_Years": 92.43811001 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 47.66556082, + "Alanine_Aminotransferase_Level": 21.68100875, + "Aspartate_Aminotransferase_Level": 35.31565824, + "Creatinine_Level": 0.613925831, + "LDH_Level": 124.5704372, + "Calcium_Level": 10.25460764, + "Phosphorus_Level": 3.808796826, + "Glucose_Level": 124.9090012, + "Potassium_Level": 4.144032719, + "Sodium_Level": 140.1215481, + "Smoking_Pack_Years": 63.21463099 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.71959704, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.23071237, + "White_Blood_Cell_Count": 6.307525199, + "Platelet_Count": 401.0622308, + "Albumin_Level": 3.90604715, + "Alkaline_Phosphatase_Level": 99.73179184, + "Alanine_Aminotransferase_Level": 28.1555515, + "Aspartate_Aminotransferase_Level": 46.33507572, + "Creatinine_Level": 0.630910688, + "LDH_Level": 179.9527709, + "Calcium_Level": 10.01725326, + "Phosphorus_Level": 2.664160145, + "Glucose_Level": 118.9833114, + "Potassium_Level": 4.962256058, + "Sodium_Level": 144.5774353, + "Smoking_Pack_Years": 58.98571651 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.05754929, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.12186432, + "White_Blood_Cell_Count": 9.295903726, + "Platelet_Count": 415.2922817, + "Albumin_Level": 3.094527121, + "Alkaline_Phosphatase_Level": 108.723987, + "Alanine_Aminotransferase_Level": 30.22029956, + "Aspartate_Aminotransferase_Level": 42.43153323, + "Creatinine_Level": 0.712092501, + "LDH_Level": 167.9707588, + 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"Platelet_Count": 389.3650447, + "Albumin_Level": 3.017681944, + "Alkaline_Phosphatase_Level": 98.59014361, + "Alanine_Aminotransferase_Level": 12.49936221, + "Aspartate_Aminotransferase_Level": 35.19831151, + "Creatinine_Level": 1.494740947, + "LDH_Level": 159.5624933, + "Calcium_Level": 9.84488762, + "Phosphorus_Level": 4.526306375, + "Glucose_Level": 142.0967217, + "Potassium_Level": 3.972186535, + "Sodium_Level": 143.367768, + "Smoking_Pack_Years": 70.78188701 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.79044736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.45634754, + "White_Blood_Cell_Count": 8.502924513, + "Platelet_Count": 431.0796208, + "Albumin_Level": 4.781668258, + "Alkaline_Phosphatase_Level": 68.60088239, + "Alanine_Aminotransferase_Level": 6.224805813, + "Aspartate_Aminotransferase_Level": 29.44086502, + "Creatinine_Level": 1.355732282, + "LDH_Level": 126.856885, + "Calcium_Level": 8.493822336, + "Phosphorus_Level": 3.478384316, + "Glucose_Level": 100.0744436, + "Potassium_Level": 3.652199892, + "Sodium_Level": 137.5291062, + "Smoking_Pack_Years": 52.71561259 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.93707403, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.19302745, + "White_Blood_Cell_Count": 7.176366022, + "Platelet_Count": 173.8410156, + "Albumin_Level": 4.297581252, + "Alkaline_Phosphatase_Level": 57.66357367, + "Alanine_Aminotransferase_Level": 23.62020728, + "Aspartate_Aminotransferase_Level": 16.34131772, + "Creatinine_Level": 1.218943715, + "LDH_Level": 137.0559785, + "Calcium_Level": 9.200194815, + "Phosphorus_Level": 4.47630363, + "Glucose_Level": 122.7832256, + "Potassium_Level": 4.995852761, + "Sodium_Level": 141.5252518, + "Smoking_Pack_Years": 57.72650961 + }, + { 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"Creatinine_Level": 0.527192626, + "LDH_Level": 193.4892696, + "Calcium_Level": 9.556494058, + "Phosphorus_Level": 2.730572919, + "Glucose_Level": 138.0096094, + "Potassium_Level": 3.55545036, + "Sodium_Level": 137.5738521, + "Smoking_Pack_Years": 93.47280519 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.05353415, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.50250478, + "White_Blood_Cell_Count": 7.525141039, + "Platelet_Count": 337.2766458, + "Albumin_Level": 4.734307821, + "Alkaline_Phosphatase_Level": 31.30994981, + "Alanine_Aminotransferase_Level": 29.96686046, + "Aspartate_Aminotransferase_Level": 49.13146632, + "Creatinine_Level": 0.63602727, + "LDH_Level": 223.8093873, + "Calcium_Level": 8.642802343, + "Phosphorus_Level": 3.185211744, + "Glucose_Level": 103.475906, + "Potassium_Level": 4.611028461, + "Sodium_Level": 141.6902331, + "Smoking_Pack_Years": 48.69584305 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.99075054, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.80197601, + "White_Blood_Cell_Count": 8.490728579, + "Platelet_Count": 384.9591261, + "Albumin_Level": 4.157683874, + "Alkaline_Phosphatase_Level": 31.07976374, + "Alanine_Aminotransferase_Level": 33.98604416, + "Aspartate_Aminotransferase_Level": 34.37986816, + "Creatinine_Level": 1.346915984, + "LDH_Level": 125.5503313, + "Calcium_Level": 9.32695684, + "Phosphorus_Level": 4.053770421, + "Glucose_Level": 118.8583271, + "Potassium_Level": 3.504017869, + "Sodium_Level": 140.2455446, + "Smoking_Pack_Years": 23.90147723 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.26482024, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.92481756, + "White_Blood_Cell_Count": 4.472797829, + "Platelet_Count": 436.1408083, + "Albumin_Level": 3.942849359, + "Alkaline_Phosphatase_Level": 58.39549722, + "Alanine_Aminotransferase_Level": 37.24362556, + "Aspartate_Aminotransferase_Level": 33.70837943, + "Creatinine_Level": 1.148232392, + "LDH_Level": 209.442507, + "Calcium_Level": 8.078536912, + "Phosphorus_Level": 4.26655656, + "Glucose_Level": 143.0712021, + "Potassium_Level": 4.748309268, + "Sodium_Level": 137.2330395, + "Smoking_Pack_Years": 47.33701911 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.56776434, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.32721939, + "White_Blood_Cell_Count": 8.023078175, + "Platelet_Count": 232.8731974, + "Albumin_Level": 4.011917845, + "Alkaline_Phosphatase_Level": 87.23958017, + "Alanine_Aminotransferase_Level": 17.30503933, + "Aspartate_Aminotransferase_Level": 30.18902593, + "Creatinine_Level": 1.078834816, + "LDH_Level": 132.7291244, + "Calcium_Level": 9.743818281, + "Phosphorus_Level": 3.928995415, + "Glucose_Level": 131.4146547, + "Potassium_Level": 4.707921773, + "Sodium_Level": 137.9824824, + "Smoking_Pack_Years": 25.11463068 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.23110867, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.0100972, + "White_Blood_Cell_Count": 5.94774649, + "Platelet_Count": 358.3613362, + "Albumin_Level": 3.653825671, + "Alkaline_Phosphatase_Level": 112.9797425, + "Alanine_Aminotransferase_Level": 39.38501951, + "Aspartate_Aminotransferase_Level": 16.08579301, + "Creatinine_Level": 0.90840828, + "LDH_Level": 176.3058995, + "Calcium_Level": 8.120574598, + "Phosphorus_Level": 2.750936462, + "Glucose_Level": 75.67706079, + "Potassium_Level": 4.139251346, + "Sodium_Level": 138.2947201, + "Smoking_Pack_Years": 71.9486202 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.35491901, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.56649624, + "White_Blood_Cell_Count": 7.589821137, + "Platelet_Count": 265.6660451, + "Albumin_Level": 4.202544228, + "Alkaline_Phosphatase_Level": 46.00205524, + "Alanine_Aminotransferase_Level": 17.32378965, + "Aspartate_Aminotransferase_Level": 14.23292062, + "Creatinine_Level": 1.052846811, + "LDH_Level": 187.6594587, + "Calcium_Level": 9.826091, + "Phosphorus_Level": 3.829333323, + "Glucose_Level": 90.40534898, + "Potassium_Level": 3.626294405, + "Sodium_Level": 139.9771539, + "Smoking_Pack_Years": 20.54431461 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.15122698, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 3, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.16070269, + "White_Blood_Cell_Count": 9.943279509, + "Platelet_Count": 253.1119266, + "Albumin_Level": 3.495164498, + "Alkaline_Phosphatase_Level": 39.89279554, + "Alanine_Aminotransferase_Level": 21.03572699, + "Aspartate_Aminotransferase_Level": 38.95044051, + "Creatinine_Level": 1.465255281, + "LDH_Level": 224.8246716, + "Calcium_Level": 8.494543709, + "Phosphorus_Level": 3.224879092, + "Glucose_Level": 131.9505043, + "Potassium_Level": 4.347134321, + "Sodium_Level": 144.0957238, + "Smoking_Pack_Years": 64.33053124 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.2993186, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.92861492, + "White_Blood_Cell_Count": 7.62853126, + "Platelet_Count": 306.7541736, + "Albumin_Level": 3.030666672, + "Alkaline_Phosphatase_Level": 57.48305915, + "Alanine_Aminotransferase_Level": 10.22205121, + "Aspartate_Aminotransferase_Level": 42.24280069, + "Creatinine_Level": 0.773344777, + "LDH_Level": 124.714557, + "Calcium_Level": 10.14333892, + "Phosphorus_Level": 2.865667388, + "Glucose_Level": 122.1516725, + "Potassium_Level": 4.080810136, + "Sodium_Level": 136.8259889, + "Smoking_Pack_Years": 50.16922926 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.61920034, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.06706339, + "White_Blood_Cell_Count": 6.225171548, + "Platelet_Count": 188.4094187, + "Albumin_Level": 4.623172379, + "Alkaline_Phosphatase_Level": 90.32514376, + "Alanine_Aminotransferase_Level": 36.9795966, + "Aspartate_Aminotransferase_Level": 31.59160964, + "Creatinine_Level": 0.555465513, + "LDH_Level": 170.7752605, + "Calcium_Level": 8.879537707, + "Phosphorus_Level": 2.762521725, + "Glucose_Level": 144.7282454, + "Potassium_Level": 4.134205452, + "Sodium_Level": 138.6528546, + "Smoking_Pack_Years": 35.45482454 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.89492921, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.17258785, + "White_Blood_Cell_Count": 6.859691697, + "Platelet_Count": 434.4554693, + "Albumin_Level": 4.022251971, + "Alkaline_Phosphatase_Level": 84.79756296, + "Alanine_Aminotransferase_Level": 39.50220127, + "Aspartate_Aminotransferase_Level": 32.4947058, + "Creatinine_Level": 0.688620366, + "LDH_Level": 164.5390282, + "Calcium_Level": 9.327273694, + "Phosphorus_Level": 4.315748149, + "Glucose_Level": 81.0477522, + "Potassium_Level": 3.931855557, + "Sodium_Level": 141.8734896, + "Smoking_Pack_Years": 4.347539891 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.95236758, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 115, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.35672153, + "White_Blood_Cell_Count": 8.545331925, + "Platelet_Count": 305.9446341, + "Albumin_Level": 3.790431774, + "Alkaline_Phosphatase_Level": 91.01673037, + "Alanine_Aminotransferase_Level": 22.4859623, + "Aspartate_Aminotransferase_Level": 40.80875897, + "Creatinine_Level": 0.677483733, + "LDH_Level": 181.9247697, + "Calcium_Level": 8.918029242, + "Phosphorus_Level": 4.928301124, + "Glucose_Level": 148.4476107, + "Potassium_Level": 3.684487431, + "Sodium_Level": 135.133291, + "Smoking_Pack_Years": 81.85274659 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.7146399, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.97573838, + "White_Blood_Cell_Count": 8.428748777, + "Platelet_Count": 335.4980679, + "Albumin_Level": 3.125812889, + "Alkaline_Phosphatase_Level": 81.97371859, + "Alanine_Aminotransferase_Level": 18.7517319, + "Aspartate_Aminotransferase_Level": 32.0060202, + "Creatinine_Level": 1.004062901, + "LDH_Level": 186.0503239, + "Calcium_Level": 9.112528062, + "Phosphorus_Level": 4.841857347, + "Glucose_Level": 132.6947617, + "Potassium_Level": 4.795729823, + "Sodium_Level": 135.8081341, + "Smoking_Pack_Years": 54.08025271 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.45621765, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.55308422, + "White_Blood_Cell_Count": 6.735296937, + "Platelet_Count": 218.2091577, + "Albumin_Level": 4.250745808, + "Alkaline_Phosphatase_Level": 30.18490201, + "Alanine_Aminotransferase_Level": 14.97840213, + "Aspartate_Aminotransferase_Level": 27.69673025, + "Creatinine_Level": 0.565905512, + "LDH_Level": 205.7698249, + "Calcium_Level": 8.390274626, + "Phosphorus_Level": 4.618316148, + "Glucose_Level": 84.15592407, + "Potassium_Level": 4.498785331, + "Sodium_Level": 140.6279752, + "Smoking_Pack_Years": 65.15407101 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.73508261, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 15.45489161, + "White_Blood_Cell_Count": 8.738064243, + "Platelet_Count": 164.8430675, + "Albumin_Level": 3.571665206, + "Alkaline_Phosphatase_Level": 66.03432214, + "Alanine_Aminotransferase_Level": 24.43372414, + "Aspartate_Aminotransferase_Level": 23.46583639, + "Creatinine_Level": 1.408807857, + "LDH_Level": 169.3950296, + "Calcium_Level": 8.679959898, + "Phosphorus_Level": 4.222881306, + "Glucose_Level": 83.86793956, + "Potassium_Level": 4.846849098, + "Sodium_Level": 137.6604297, + "Smoking_Pack_Years": 85.49123677 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.81289438, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.38450957, + "White_Blood_Cell_Count": 7.79940876, + "Platelet_Count": 266.5869563, + "Albumin_Level": 4.898838719, + "Alkaline_Phosphatase_Level": 93.85227244, + "Alanine_Aminotransferase_Level": 10.58939268, + "Aspartate_Aminotransferase_Level": 46.52555026, + "Creatinine_Level": 0.982611144, + "LDH_Level": 229.6419458, + "Calcium_Level": 8.260844203, + "Phosphorus_Level": 3.754627316, + "Glucose_Level": 94.69667613, + "Potassium_Level": 3.79044441, + "Sodium_Level": 143.9102177, + "Smoking_Pack_Years": 64.68765853 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.34203268, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.05257285, + "White_Blood_Cell_Count": 9.313297533, + "Platelet_Count": 272.4576997, + "Albumin_Level": 4.5623469, + "Alkaline_Phosphatase_Level": 102.8761685, + "Alanine_Aminotransferase_Level": 6.916793273, + "Aspartate_Aminotransferase_Level": 24.40813996, + "Creatinine_Level": 0.607937583, + "LDH_Level": 146.2888995, + "Calcium_Level": 9.118102151, + "Phosphorus_Level": 4.197065016, + "Glucose_Level": 71.04891385, + "Potassium_Level": 4.230911459, + "Sodium_Level": 139.0221674, + "Smoking_Pack_Years": 1.990704943 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.89917623, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.96462313, + "White_Blood_Cell_Count": 3.848380663, + "Platelet_Count": 270.4727793, + "Albumin_Level": 3.328304722, + "Alkaline_Phosphatase_Level": 30.21849351, + "Alanine_Aminotransferase_Level": 17.84049218, + "Aspartate_Aminotransferase_Level": 32.1934248, + "Creatinine_Level": 0.845995834, + "LDH_Level": 140.2932127, + "Calcium_Level": 9.528364582, + "Phosphorus_Level": 3.328959875, + "Glucose_Level": 132.8951873, + "Potassium_Level": 4.910522152, + "Sodium_Level": 143.8985746, + "Smoking_Pack_Years": 30.9971 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.64084664, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.22398137, + "White_Blood_Cell_Count": 7.389092142, + "Platelet_Count": 437.9471236, + "Albumin_Level": 3.438394122, + "Alkaline_Phosphatase_Level": 111.5891625, + "Alanine_Aminotransferase_Level": 32.91967838, + "Aspartate_Aminotransferase_Level": 27.40456151, + "Creatinine_Level": 1.270012882, + "LDH_Level": 228.1226333, + "Calcium_Level": 9.248544745, + "Phosphorus_Level": 4.075386559, + "Glucose_Level": 89.83044901, + "Potassium_Level": 3.789646122, + "Sodium_Level": 144.8729134, + "Smoking_Pack_Years": 95.02215827 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.89529208, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 34.07292439, + "Aspartate_Aminotransferase_Level": 20.06049035, + "Creatinine_Level": 1.397251454, + "LDH_Level": 143.8148716, + "Calcium_Level": 9.036489913, + "Phosphorus_Level": 4.655420703, + "Glucose_Level": 132.4148171, + "Potassium_Level": 4.18313251, + "Sodium_Level": 135.6277752, + "Smoking_Pack_Years": 72.23860648 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.48664322, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.00807342, + "White_Blood_Cell_Count": 6.122093179, + "Platelet_Count": 324.1527571, + "Albumin_Level": 3.383382633, + "Alkaline_Phosphatase_Level": 50.08382641, + "Alanine_Aminotransferase_Level": 19.64448582, + "Aspartate_Aminotransferase_Level": 12.72719819, + "Creatinine_Level": 1.450053029, + "LDH_Level": 131.3851722, + "Calcium_Level": 9.94320432, + "Phosphorus_Level": 4.897860152, + "Glucose_Level": 111.5421341, + "Potassium_Level": 4.222532741, + "Sodium_Level": 139.7825583, + "Smoking_Pack_Years": 73.95054594 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.53639443, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 58, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.32795199, + "White_Blood_Cell_Count": 9.342635143, + "Platelet_Count": 243.7942205, + "Albumin_Level": 3.183407553, + "Alkaline_Phosphatase_Level": 47.29780245, + "Alanine_Aminotransferase_Level": 8.058378691, + "Aspartate_Aminotransferase_Level": 37.62454174, + "Creatinine_Level": 1.289153048, + "LDH_Level": 121.9210891, + "Calcium_Level": 9.773081976, + "Phosphorus_Level": 4.182149015, + "Glucose_Level": 137.6824561, + "Potassium_Level": 3.665467765, + "Sodium_Level": 141.8090633, + "Smoking_Pack_Years": 34.01847553 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.97934825, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 56.12003585, + "Alanine_Aminotransferase_Level": 38.04331778, + "Aspartate_Aminotransferase_Level": 10.19699994, + "Creatinine_Level": 0.691232898, + "LDH_Level": 111.2791926, + "Calcium_Level": 9.118860915, + "Phosphorus_Level": 4.74913372, + "Glucose_Level": 115.7822504, + "Potassium_Level": 3.516432662, + "Sodium_Level": 141.5578479, + "Smoking_Pack_Years": 52.4469926 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.3282312, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.60218365, + "White_Blood_Cell_Count": 4.023749637, + "Platelet_Count": 312.8724203, + "Albumin_Level": 4.866165858, + "Alkaline_Phosphatase_Level": 55.75677628, + "Alanine_Aminotransferase_Level": 30.58314974, + "Aspartate_Aminotransferase_Level": 16.26688274, + "Creatinine_Level": 1.058898926, + "LDH_Level": 217.6822096, + "Calcium_Level": 9.981296035, + "Phosphorus_Level": 4.190752653, + "Glucose_Level": 108.4481512, + "Potassium_Level": 4.367552756, + "Sodium_Level": 143.8971053, + "Smoking_Pack_Years": 58.22050511 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.09749121, + "Phosphorus_Level": 3.740446392, + "Glucose_Level": 113.1797591, + "Potassium_Level": 4.429346292, + "Sodium_Level": 138.2879731, + "Smoking_Pack_Years": 19.95875162 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.69300764, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.13926376, + "White_Blood_Cell_Count": 9.376060429, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.84345672, + "White_Blood_Cell_Count": 9.723288457, + "Platelet_Count": 244.8676744, + "Albumin_Level": 3.20869453, + "Alkaline_Phosphatase_Level": 49.77866177, + "Alanine_Aminotransferase_Level": 16.65531644, + "Aspartate_Aminotransferase_Level": 32.83864384, + "Creatinine_Level": 0.665118022, + "LDH_Level": 100.1984189, + "Calcium_Level": 8.177637404, + "Phosphorus_Level": 3.174861202, + "Glucose_Level": 72.85632595, + "Potassium_Level": 3.518000262, + "Sodium_Level": 143.3502635, + "Smoking_Pack_Years": 73.25856457 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.81105034, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.65360003, + "White_Blood_Cell_Count": 4.618347293, + "Platelet_Count": 350.4887659, + "Albumin_Level": 4.955658022, + "Alkaline_Phosphatase_Level": 70.5681346, + "Alanine_Aminotransferase_Level": 25.06603972, + "Aspartate_Aminotransferase_Level": 25.88600524, + "Creatinine_Level": 0.91852494, + "LDH_Level": 197.135664, + "Calcium_Level": 8.13828935, + "Phosphorus_Level": 3.759479056, + "Glucose_Level": 126.5804854, + "Potassium_Level": 4.288089015, + "Sodium_Level": 142.5048064, + "Smoking_Pack_Years": 84.89362868 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.56699945, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.33414343, + "White_Blood_Cell_Count": 5.994899343, + "Platelet_Count": 426.4182998, + "Albumin_Level": 3.998742433, + "Alkaline_Phosphatase_Level": 38.73679756, + "Alanine_Aminotransferase_Level": 13.54034603, + "Aspartate_Aminotransferase_Level": 16.31521965, + "Creatinine_Level": 0.808016947, + "LDH_Level": 164.4471082, + "Calcium_Level": 8.365098075, + "Phosphorus_Level": 3.823876973, + "Glucose_Level": 148.6799065, + "Potassium_Level": 4.928603433, + "Sodium_Level": 137.5958803, + "Smoking_Pack_Years": 46.87910958 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.36001598, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.93938998, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.84363948, + "White_Blood_Cell_Count": 6.582940712, + "Platelet_Count": 240.6722705, + "Albumin_Level": 3.612367222, + "Alkaline_Phosphatase_Level": 117.8764374, + "Alanine_Aminotransferase_Level": 34.08463083, + "Aspartate_Aminotransferase_Level": 33.62059519, + "Creatinine_Level": 1.32146301, + "LDH_Level": 164.4426304, + "Calcium_Level": 8.431262497, + "Phosphorus_Level": 4.993351195, + "Glucose_Level": 90.13103786, + "Potassium_Level": 4.137177994, + "Sodium_Level": 136.3920263, + "Smoking_Pack_Years": 65.23166993 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.37940431, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.11812003, + "White_Blood_Cell_Count": 8.31517064, + "Platelet_Count": 150.4930629, + "Albumin_Level": 4.295389185, + "Alkaline_Phosphatase_Level": 88.42244324, + "Alanine_Aminotransferase_Level": 14.70941194, + "Aspartate_Aminotransferase_Level": 49.59872175, + "Creatinine_Level": 1.473884302, + "LDH_Level": 102.7808717, + "Calcium_Level": 9.20926453, + "Phosphorus_Level": 4.15923801, + "Glucose_Level": 147.0593961, + "Potassium_Level": 3.819481057, + "Sodium_Level": 144.5699927, + "Smoking_Pack_Years": 43.89942383 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.46018401, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.02354394, + "White_Blood_Cell_Count": 7.089487934, + "Platelet_Count": 222.0456557, + "Albumin_Level": 4.214617822, + "Alkaline_Phosphatase_Level": 95.71325027, + "Alanine_Aminotransferase_Level": 19.89221452, + "Aspartate_Aminotransferase_Level": 26.45996638, + "Creatinine_Level": 0.998197329, + "LDH_Level": 191.612414, + "Calcium_Level": 9.512028242, + "Phosphorus_Level": 3.713075521, + "Glucose_Level": 141.270507, + "Potassium_Level": 4.283593996, + "Sodium_Level": 142.3479487, + "Smoking_Pack_Years": 86.07493576 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.85442686, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.85505036, + "White_Blood_Cell_Count": 7.228879403, + "Platelet_Count": 211.0937946, + "Albumin_Level": 4.339973463, + "Alkaline_Phosphatase_Level": 113.5976578, + "Alanine_Aminotransferase_Level": 29.40235382, + "Aspartate_Aminotransferase_Level": 38.4997657, + "Creatinine_Level": 0.760952667, + "LDH_Level": 117.1833666, + "Calcium_Level": 9.706548955, + "Phosphorus_Level": 2.806714727, + "Glucose_Level": 129.7326246, + "Potassium_Level": 4.087350751, + "Sodium_Level": 136.6442695, + "Smoking_Pack_Years": 2.79207747 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.9136712, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.42870778, + "White_Blood_Cell_Count": 8.661568597, + "Platelet_Count": 187.0437136, + "Albumin_Level": 4.323919168, + "Alkaline_Phosphatase_Level": 65.25110499, + "Alanine_Aminotransferase_Level": 8.417340382, + "Aspartate_Aminotransferase_Level": 46.92538701, + "Creatinine_Level": 1.266915389, + "LDH_Level": 123.449195, + "Calcium_Level": 9.813576656, + "Phosphorus_Level": 4.082612813, + "Glucose_Level": 129.9335475, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.46202858, + "White_Blood_Cell_Count": 8.74463488, + "Platelet_Count": 228.3178883, + "Albumin_Level": 4.949082939, + "Alkaline_Phosphatase_Level": 67.04864912, + "Alanine_Aminotransferase_Level": 11.99769272, + "Aspartate_Aminotransferase_Level": 24.61038403, + "Creatinine_Level": 1.311635467, + "LDH_Level": 128.8851515, + "Calcium_Level": 9.321528913, + "Phosphorus_Level": 4.780253702, + "Glucose_Level": 95.51593576, + "Potassium_Level": 4.323624922, + "Sodium_Level": 135.1988629, + "Smoking_Pack_Years": 21.21954388 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.11442776, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 36.29581512, + "Aspartate_Aminotransferase_Level": 17.23438714, + "Creatinine_Level": 0.950666057, + "LDH_Level": 194.6653789, + "Calcium_Level": 9.486716298, + "Phosphorus_Level": 3.11025144, + "Glucose_Level": 102.9687592, + "Potassium_Level": 4.371776289, + "Sodium_Level": 139.4588545, + "Smoking_Pack_Years": 34.02452544 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.93508619, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.19001967, + "White_Blood_Cell_Count": 9.840111935, + "Platelet_Count": 418.2863019, + "Albumin_Level": 4.531331402, + "Alkaline_Phosphatase_Level": 111.1977307, + "Alanine_Aminotransferase_Level": 33.80068612, + "Aspartate_Aminotransferase_Level": 33.41508938, + "Creatinine_Level": 0.830651027, + "LDH_Level": 222.364031, + "Calcium_Level": 9.621169827, + "Phosphorus_Level": 4.803153055, + "Glucose_Level": 86.5168484, + "Potassium_Level": 3.717769576, + "Sodium_Level": 140.3939724, + "Smoking_Pack_Years": 97.84583899 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.47177213, + "Tumor_Location": "Middle 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"Alanine_Aminotransferase_Level": 29.13856861, + "Aspartate_Aminotransferase_Level": 10.57088662, + "Creatinine_Level": 1.256124356, + "LDH_Level": 115.8216637, + "Calcium_Level": 8.603803494, + "Phosphorus_Level": 3.342556316, + "Glucose_Level": 124.0571321, + "Potassium_Level": 3.864894491, + "Sodium_Level": 143.8181588, + "Smoking_Pack_Years": 79.43442275 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.89992002, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.25565704, + "White_Blood_Cell_Count": 9.374621083, + "Platelet_Count": 350.0401167, + "Albumin_Level": 3.735792105, + "Alkaline_Phosphatase_Level": 88.5470493, + "Alanine_Aminotransferase_Level": 10.70322974, + "Aspartate_Aminotransferase_Level": 47.26448371, + "Creatinine_Level": 0.974386845, + "LDH_Level": 179.6264672, + "Calcium_Level": 9.017287983, + "Phosphorus_Level": 3.046234663, + "Glucose_Level": 146.964523, + "Potassium_Level": 3.703952598, + "Sodium_Level": 135.2954302, + "Smoking_Pack_Years": 73.65591523 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.5634529, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 33.60180202, + "Aspartate_Aminotransferase_Level": 29.42699158, + "Creatinine_Level": 1.259667039, + "LDH_Level": 230.9856067, + "Calcium_Level": 9.835836243, + "Phosphorus_Level": 3.067756483, + "Glucose_Level": 119.5550244, + "Potassium_Level": 4.058844911, + "Sodium_Level": 135.484405, + "Smoking_Pack_Years": 23.97729944 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.08982109, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.88185382, + "White_Blood_Cell_Count": 5.287400871, + "Platelet_Count": 186.3873391, + "Albumin_Level": 4.545303983, + "Alkaline_Phosphatase_Level": 98.36787654, + "Alanine_Aminotransferase_Level": 18.09606789, + "Aspartate_Aminotransferase_Level": 31.5119286, + "Creatinine_Level": 0.886975536, + "LDH_Level": 118.600629, + "Calcium_Level": 8.537425991, + "Phosphorus_Level": 3.01042929, + "Glucose_Level": 96.88806607, + "Potassium_Level": 3.944560235, + "Sodium_Level": 138.5671268, + "Smoking_Pack_Years": 7.052742948 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.40613172, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.57041944, + "White_Blood_Cell_Count": 6.06684382, + "Platelet_Count": 365.5928378, + "Albumin_Level": 3.83566421, + "Alkaline_Phosphatase_Level": 48.1938372, + "Alanine_Aminotransferase_Level": 13.18578284, + "Aspartate_Aminotransferase_Level": 43.93663026, + "Creatinine_Level": 0.730284567, + "LDH_Level": 222.1990386, + "Calcium_Level": 9.860911854, + "Phosphorus_Level": 4.639167454, + "Glucose_Level": 83.84936177, + "Potassium_Level": 4.640184947, + "Sodium_Level": 139.3509664, + "Smoking_Pack_Years": 62.05922719 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.32869895, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 21.60795622, + "Aspartate_Aminotransferase_Level": 25.03035834, + "Creatinine_Level": 1.149008697, + "LDH_Level": 139.4279737, + "Calcium_Level": 8.77940169, + "Phosphorus_Level": 3.208152228, + "Glucose_Level": 123.3349584, + "Potassium_Level": 4.290622056, + "Sodium_Level": 138.1427924, + "Smoking_Pack_Years": 38.65118531 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.1265406, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.26631282, + "White_Blood_Cell_Count": 4.247333347, + "Platelet_Count": 377.4321858, + "Albumin_Level": 3.60773166, + "Alkaline_Phosphatase_Level": 110.8137331, + "Alanine_Aminotransferase_Level": 35.12011006, + "Aspartate_Aminotransferase_Level": 47.70229574, + "Creatinine_Level": 1.269971427, + "LDH_Level": 197.8853656, + "Calcium_Level": 9.352634646, + "Phosphorus_Level": 3.78332546, + "Glucose_Level": 72.14012531, + "Potassium_Level": 3.79994731, + "Sodium_Level": 144.459464, + "Smoking_Pack_Years": 55.87071781 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.13832886, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.778335, + "White_Blood_Cell_Count": 8.846719742, + "Platelet_Count": 253.0858419, + "Albumin_Level": 4.712346009, + "Alkaline_Phosphatase_Level": 108.5510187, + "Alanine_Aminotransferase_Level": 9.039007217, + "Aspartate_Aminotransferase_Level": 46.24535313, + "Creatinine_Level": 1.378917902, + "LDH_Level": 225.6233541, + "Calcium_Level": 8.692473533, + "Phosphorus_Level": 3.233572571, + "Glucose_Level": 95.0359763, + "Potassium_Level": 4.558896945, + "Sodium_Level": 135.5473728, + "Smoking_Pack_Years": 52.92428721 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.10228333, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.10902341, + "White_Blood_Cell_Count": 4.16378745, + "Platelet_Count": 328.4978408, + "Albumin_Level": 4.384810986, + "Alkaline_Phosphatase_Level": 116.7762966, + "Alanine_Aminotransferase_Level": 32.18486301, + "Aspartate_Aminotransferase_Level": 10.81381164, + "Creatinine_Level": 0.552563706, + "LDH_Level": 112.913351, + "Calcium_Level": 9.529426207, + "Phosphorus_Level": 2.559079595, + "Glucose_Level": 83.08394194, + "Potassium_Level": 4.963088487, + "Sodium_Level": 135.2326613, + "Smoking_Pack_Years": 9.371134589 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.59010612, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.7606079, + "White_Blood_Cell_Count": 4.68342347, + "Platelet_Count": 276.8007376, + "Albumin_Level": 3.637021096, + "Alkaline_Phosphatase_Level": 116.9261708, + "Alanine_Aminotransferase_Level": 39.78663063, + "Aspartate_Aminotransferase_Level": 42.68205603, + "Creatinine_Level": 1.426101464, + "LDH_Level": 187.7446534, + "Calcium_Level": 10.02601882, + "Phosphorus_Level": 3.310185139, + "Glucose_Level": 70.29569983, + "Potassium_Level": 3.781690675, + "Sodium_Level": 142.9753567, + "Smoking_Pack_Years": 43.4836227 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.97029175, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.17439258, + "White_Blood_Cell_Count": 8.932686538, + "Platelet_Count": 162.3554356, + "Albumin_Level": 3.84929006, + "Alkaline_Phosphatase_Level": 116.0960904, + "Alanine_Aminotransferase_Level": 30.57118065, + "Aspartate_Aminotransferase_Level": 17.96350716, + "Creatinine_Level": 1.175516329, + "LDH_Level": 247.7857718, + "Calcium_Level": 9.391687835, + "Phosphorus_Level": 3.450522327, + "Glucose_Level": 134.4634742, + "Potassium_Level": 4.061204324, + "Sodium_Level": 137.237441, + "Smoking_Pack_Years": 11.32278392 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 2.724266653, + "Glucose_Level": 133.2847305, + "Potassium_Level": 4.56392503, + "Sodium_Level": 142.1990501, + "Smoking_Pack_Years": 35.85995738 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.16760079, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.87556555, + "White_Blood_Cell_Count": 3.837050865, + "Platelet_Count": 239.2437095, + "Albumin_Level": 3.518119689, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.12998364, + "White_Blood_Cell_Count": 4.903578236, + "Platelet_Count": 309.0733056, + "Albumin_Level": 4.336698076, + "Alkaline_Phosphatase_Level": 58.62933066, + "Alanine_Aminotransferase_Level": 38.8797374, + "Aspartate_Aminotransferase_Level": 40.87376765, + "Creatinine_Level": 1.158116251, + "LDH_Level": 190.7466195, + "Calcium_Level": 8.026205625, + "Phosphorus_Level": 4.447861423, + "Glucose_Level": 74.03791597, + "Potassium_Level": 4.051579963, + "Sodium_Level": 138.8208919, + "Smoking_Pack_Years": 65.89547911 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.51104608, + "White_Blood_Cell_Count": 5.882174279, + "Platelet_Count": 270.6102444, + "Albumin_Level": 3.2001429, + "Alkaline_Phosphatase_Level": 85.65176316, + "Alanine_Aminotransferase_Level": 14.63962361, + "Aspartate_Aminotransferase_Level": 29.49942732, + "Creatinine_Level": 0.812805504, + "LDH_Level": 176.9877028, + "Calcium_Level": 9.357215765, + "Phosphorus_Level": 4.640285495, + "Glucose_Level": 134.1325144, + "Potassium_Level": 3.962365554, + "Sodium_Level": 143.2381555, + "Smoking_Pack_Years": 16.11224318 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": 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"Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.00814821, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.24882127, + "White_Blood_Cell_Count": 4.609970058, + "Platelet_Count": 386.7775111, + "Albumin_Level": 3.638299056, + "Alkaline_Phosphatase_Level": 91.69044278, + "Alanine_Aminotransferase_Level": 9.885946974, + "Aspartate_Aminotransferase_Level": 26.75742395, + "Creatinine_Level": 1.476123533, + "LDH_Level": 120.1763941, + 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.29929696, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.7275772, + "White_Blood_Cell_Count": 6.633766651, + "Platelet_Count": 200.1958736, + "Albumin_Level": 4.931503151, + "Alkaline_Phosphatase_Level": 42.05506295, + "Alanine_Aminotransferase_Level": 10.33332756, + "Aspartate_Aminotransferase_Level": 16.32892417, + "Creatinine_Level": 1.214197595, + "LDH_Level": 123.2886099, 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.83547464, + "White_Blood_Cell_Count": 5.222976178, + "Platelet_Count": 210.6498706, + "Albumin_Level": 4.947315288, + "Alkaline_Phosphatase_Level": 61.97571468, + "Alanine_Aminotransferase_Level": 20.87559724, + "Aspartate_Aminotransferase_Level": 23.05093949, + "Creatinine_Level": 0.700850605, + "LDH_Level": 130.089966, + "Calcium_Level": 9.045852585, + "Phosphorus_Level": 3.767012359, + "Glucose_Level": 145.1046025, + "Potassium_Level": 4.673743877, + "Sodium_Level": 142.1400116, + "Smoking_Pack_Years": 94.13704136 + }, + { + "Age": 77, + "Gender": 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120.7346357, + "Calcium_Level": 8.398888725, + "Phosphorus_Level": 4.198499942, + "Glucose_Level": 70.78368645, + "Potassium_Level": 4.075867631, + "Sodium_Level": 141.9310224, + "Smoking_Pack_Years": 38.59943374 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.78792183, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 10.86098413, + "White_Blood_Cell_Count": 5.431724689, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.61572455, + "White_Blood_Cell_Count": 5.481174068, + "Platelet_Count": 440.1450209, + "Albumin_Level": 4.218025445, + "Alkaline_Phosphatase_Level": 45.31973942, + "Alanine_Aminotransferase_Level": 38.34850476, + "Aspartate_Aminotransferase_Level": 24.41553944, + "Creatinine_Level": 1.066245146, + "LDH_Level": 109.7062937, + "Calcium_Level": 8.323523836, + "Phosphorus_Level": 3.35857494, + "Glucose_Level": 80.59173639, + "Potassium_Level": 4.470810803, + "Sodium_Level": 139.2724824, + "Smoking_Pack_Years": 16.17075924 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.14762904, + "White_Blood_Cell_Count": 8.535896518, + "Platelet_Count": 390.1161777, + "Albumin_Level": 3.078814077, + "Alkaline_Phosphatase_Level": 51.45408085, + "Alanine_Aminotransferase_Level": 16.14260476, + "Aspartate_Aminotransferase_Level": 43.85913404, + "Creatinine_Level": 1.019966358, + "LDH_Level": 233.6594821, + "Calcium_Level": 9.674981139, + "Phosphorus_Level": 4.728459148, + "Glucose_Level": 131.4007958, + "Potassium_Level": 3.720945369, + "Sodium_Level": 144.8157352, + "Smoking_Pack_Years": 70.59510633 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.01882437, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.53337239, + "White_Blood_Cell_Count": 8.582830264, + "Platelet_Count": 200.9137523, + "Albumin_Level": 3.42381421, + "Alkaline_Phosphatase_Level": 64.06697728, + "Alanine_Aminotransferase_Level": 34.50631586, + "Aspartate_Aminotransferase_Level": 12.85733737, + "Creatinine_Level": 0.739912542, + "LDH_Level": 220.4160242, + "Calcium_Level": 9.529582032, + "Phosphorus_Level": 4.629625232, + "Glucose_Level": 124.7486816, + "Potassium_Level": 4.514287088, + "Sodium_Level": 137.2685842, + "Smoking_Pack_Years": 83.94293946 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.82626387, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.38917603, + "White_Blood_Cell_Count": 3.513219266, + "Platelet_Count": 215.0541468, + "Albumin_Level": 4.409328193, + "Alkaline_Phosphatase_Level": 109.0404759, + "Alanine_Aminotransferase_Level": 6.614970089, + "Aspartate_Aminotransferase_Level": 34.82666293, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.4275297, + "White_Blood_Cell_Count": 6.64811543, + "Platelet_Count": 269.7323562, + "Albumin_Level": 4.518439695, + "Alkaline_Phosphatase_Level": 110.3143607, + "Alanine_Aminotransferase_Level": 37.14535593, + "Aspartate_Aminotransferase_Level": 42.24808534, + "Creatinine_Level": 0.886721236, + "LDH_Level": 125.8851753, + "Calcium_Level": 8.124557916, + "Phosphorus_Level": 3.226435624, + "Glucose_Level": 131.2227876, + "Potassium_Level": 4.021779107, + "Sodium_Level": 136.5825237, + "Smoking_Pack_Years": 6.080691524 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.3866332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.27457645, + "White_Blood_Cell_Count": 4.679358245, + "Platelet_Count": 316.4270029, + "Albumin_Level": 4.934825237, + "Alkaline_Phosphatase_Level": 97.15150537, + "Alanine_Aminotransferase_Level": 31.49353145, + "Aspartate_Aminotransferase_Level": 42.36280591, + "Creatinine_Level": 0.560996336, + "LDH_Level": 185.3918551, + "Calcium_Level": 9.529754521, + "Phosphorus_Level": 4.185652357, + "Glucose_Level": 130.162491, + "Potassium_Level": 3.999352886, + "Sodium_Level": 139.8889943, + "Smoking_Pack_Years": 9.322267979 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.73062986, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.54931026, + "White_Blood_Cell_Count": 9.494434816, + "Platelet_Count": 240.8640591, + "Albumin_Level": 4.79060647, + "Alkaline_Phosphatase_Level": 47.75778338, + "Alanine_Aminotransferase_Level": 23.9811592, + "Aspartate_Aminotransferase_Level": 34.90040579, + "Creatinine_Level": 1.295860867, + "LDH_Level": 186.0881059, + "Calcium_Level": 9.114196874, + "Phosphorus_Level": 2.773039408, + "Glucose_Level": 102.8167678, + "Potassium_Level": 4.823180183, + "Sodium_Level": 136.8217563, + "Smoking_Pack_Years": 36.74476238 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.79420605, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.00004295, + "White_Blood_Cell_Count": 4.397710018, + "Platelet_Count": 383.5074616, + "Albumin_Level": 3.351036603, + "Alkaline_Phosphatase_Level": 65.15118181, + "Alanine_Aminotransferase_Level": 25.1615882, + "Aspartate_Aminotransferase_Level": 23.41170612, + "Creatinine_Level": 0.775511934, + "LDH_Level": 210.9084609, + "Calcium_Level": 10.02228487, + "Phosphorus_Level": 4.659222832, + "Glucose_Level": 118.2666379, + "Potassium_Level": 3.532102077, + "Sodium_Level": 143.3501482, + "Smoking_Pack_Years": 29.80394502 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.01812569, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 91, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.44407069, + "White_Blood_Cell_Count": 5.169213364, + "Platelet_Count": 152.2393361, + "Albumin_Level": 3.119267944, + "Alkaline_Phosphatase_Level": 38.83157629, + "Alanine_Aminotransferase_Level": 16.69640075, + "Aspartate_Aminotransferase_Level": 37.61140768, + "Creatinine_Level": 0.565601546, + "LDH_Level": 133.7087639, + "Calcium_Level": 9.411728357, + "Phosphorus_Level": 2.927669307, + "Glucose_Level": 145.2267337, + "Potassium_Level": 3.843593598, + "Sodium_Level": 137.0875575, + "Smoking_Pack_Years": 89.94078181 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.03691707, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.26884374, + "White_Blood_Cell_Count": 4.58587192, + "Platelet_Count": 249.1867326, + "Albumin_Level": 3.735078557, + "Alkaline_Phosphatase_Level": 95.33275799, + "Alanine_Aminotransferase_Level": 26.5582462, + "Aspartate_Aminotransferase_Level": 49.40983195, + "Creatinine_Level": 1.36854332, + "LDH_Level": 228.8086315, + "Calcium_Level": 9.846477592, + "Phosphorus_Level": 4.680691789, + "Glucose_Level": 96.66359522, + "Potassium_Level": 4.692730111, + "Sodium_Level": 136.5903521, + "Smoking_Pack_Years": 58.35408014 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.74687583, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.82779906, + "White_Blood_Cell_Count": 7.865547747, + "Platelet_Count": 409.7051158, + "Albumin_Level": 3.300429345, + "Alkaline_Phosphatase_Level": 74.36325566, + "Alanine_Aminotransferase_Level": 30.24533396, + "Aspartate_Aminotransferase_Level": 37.99969415, + "Creatinine_Level": 0.584689428, + "LDH_Level": 185.9408897, + "Calcium_Level": 10.47306599, + "Phosphorus_Level": 2.842620888, + "Glucose_Level": 87.14668098, + "Potassium_Level": 4.895394545, + "Sodium_Level": 138.1607097, + "Smoking_Pack_Years": 87.92786543 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.38574179, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.80064707, + "White_Blood_Cell_Count": 7.755266117, + "Platelet_Count": 394.7018235, + "Albumin_Level": 3.095738099, + "Alkaline_Phosphatase_Level": 85.95353139, + "Alanine_Aminotransferase_Level": 5.61722402, + "Aspartate_Aminotransferase_Level": 25.35827356, + "Creatinine_Level": 0.648491222, + "LDH_Level": 205.4331913, + "Calcium_Level": 9.217768649, + "Phosphorus_Level": 4.501994746, + "Glucose_Level": 99.67215215, + "Potassium_Level": 4.455014786, + "Sodium_Level": 141.7199045, + "Smoking_Pack_Years": 29.37383922 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 21.36075495, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.71576803, + "White_Blood_Cell_Count": 7.714866327, + "Platelet_Count": 153.1684993, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.8087995, + "White_Blood_Cell_Count": 4.800610882, + "Platelet_Count": 300.9987558, + "Albumin_Level": 3.357114593, + "Alkaline_Phosphatase_Level": 93.45779064, + "Alanine_Aminotransferase_Level": 28.72939309, + "Aspartate_Aminotransferase_Level": 34.16923381, + "Creatinine_Level": 0.560792411, + "LDH_Level": 135.1692909, + "Calcium_Level": 9.424029717, + "Phosphorus_Level": 4.346331218, + "Glucose_Level": 118.2016732, + "Potassium_Level": 4.142428472, + "Sodium_Level": 138.5381819, + "Smoking_Pack_Years": 70.99760114 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.94153379, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.77068038, + "White_Blood_Cell_Count": 9.172522738, + "Platelet_Count": 170.2174914, + "Albumin_Level": 4.248536236, + "Alkaline_Phosphatase_Level": 83.01680417, + "Alanine_Aminotransferase_Level": 19.39341291, + "Aspartate_Aminotransferase_Level": 36.60816653, + "Creatinine_Level": 0.677039529, + "LDH_Level": 113.3963094, + "Calcium_Level": 9.794412578, + "Phosphorus_Level": 4.884718475, + "Glucose_Level": 107.9476658, + "Potassium_Level": 4.21625825, + "Sodium_Level": 141.2899338, + "Smoking_Pack_Years": 81.60013952 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.01639527, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.37208159, + "White_Blood_Cell_Count": 5.386275388, + "Platelet_Count": 389.6461221, + "Albumin_Level": 3.635695807, + "Alkaline_Phosphatase_Level": 97.96271625, + "Alanine_Aminotransferase_Level": 10.67346194, + "Aspartate_Aminotransferase_Level": 23.42257339, + "Creatinine_Level": 0.841301316, + "LDH_Level": 219.0127902, + "Calcium_Level": 8.246805606, + "Phosphorus_Level": 4.45327478, + "Glucose_Level": 81.03612318, + "Potassium_Level": 3.720478555, + "Sodium_Level": 138.7842221, + "Smoking_Pack_Years": 40.54105059 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.50414908, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 65, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": 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"Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.6247089, + "White_Blood_Cell_Count": 5.982543571, + "Platelet_Count": 160.4148515, + "Albumin_Level": 3.029303577, + "Alkaline_Phosphatase_Level": 103.8929699, + "Alanine_Aminotransferase_Level": 26.91056592, + "Aspartate_Aminotransferase_Level": 12.69260801, + "Creatinine_Level": 1.430569782, + "LDH_Level": 137.0189222, + "Calcium_Level": 9.195385179, + "Phosphorus_Level": 2.83873163, + "Glucose_Level": 140.5473154, + "Potassium_Level": 4.390086671, + "Sodium_Level": 135.1416746, + "Smoking_Pack_Years": 58.25438959 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.13504662, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.94633563, + "White_Blood_Cell_Count": 6.535370932, + "Platelet_Count": 221.1894081, + "Albumin_Level": 4.907318325, + "Alkaline_Phosphatase_Level": 40.50500445, + "Alanine_Aminotransferase_Level": 13.98844597, + "Aspartate_Aminotransferase_Level": 23.76164507, + "Creatinine_Level": 1.316819958, + "LDH_Level": 125.2145581, + 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.10786573, + "White_Blood_Cell_Count": 8.061425046, + "Platelet_Count": 303.7748726, + "Albumin_Level": 3.318134357, + "Alkaline_Phosphatase_Level": 37.5261571, + "Alanine_Aminotransferase_Level": 32.214351, + "Aspartate_Aminotransferase_Level": 35.44047059, + "Creatinine_Level": 1.337066407, + "LDH_Level": 190.1556742, + "Calcium_Level": 9.896122494, + "Phosphorus_Level": 2.857031283, + "Glucose_Level": 123.8736344, + "Potassium_Level": 4.659945171, + "Sodium_Level": 141.0512973, + "Smoking_Pack_Years": 95.4100137 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.0805408, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.79729269, + "White_Blood_Cell_Count": 7.208657057, + "Platelet_Count": 444.5274926, + "Albumin_Level": 3.77149538, + "Alkaline_Phosphatase_Level": 101.4000327, + "Alanine_Aminotransferase_Level": 25.01943219, + "Aspartate_Aminotransferase_Level": 28.40676612, + "Creatinine_Level": 1.392254535, + "LDH_Level": 185.0095898, + "Calcium_Level": 10.16854214, + "Phosphorus_Level": 2.522701594, + "Glucose_Level": 117.2759364, + "Potassium_Level": 4.459902114, + "Sodium_Level": 140.608172, + "Smoking_Pack_Years": 73.21616109 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.56243443, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.14497089, + "White_Blood_Cell_Count": 3.955799825, + "Platelet_Count": 437.5116131, + "Albumin_Level": 4.585146469, + "Alkaline_Phosphatase_Level": 69.33116315, + "Alanine_Aminotransferase_Level": 15.17533564, + "Aspartate_Aminotransferase_Level": 41.2767637, + "Creatinine_Level": 0.548490702, + "LDH_Level": 143.2767316, + "Calcium_Level": 8.690114545, + "Phosphorus_Level": 3.049732412, + "Glucose_Level": 143.9808673, + "Potassium_Level": 3.572218744, + "Sodium_Level": 138.5173645, + "Smoking_Pack_Years": 20.68357632 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.1122535, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.53742388, + "White_Blood_Cell_Count": 6.995485831, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.69787439, + "White_Blood_Cell_Count": 4.491311139, + "Platelet_Count": 220.4700876, + "Albumin_Level": 3.659755639, + "Alkaline_Phosphatase_Level": 96.11191344, + "Alanine_Aminotransferase_Level": 17.86917134, + "Aspartate_Aminotransferase_Level": 30.63809837, + "Creatinine_Level": 1.249911173, + "LDH_Level": 139.7813307, + "Calcium_Level": 9.504317542, + "Phosphorus_Level": 4.827528906, + "Glucose_Level": 127.9146707, + "Potassium_Level": 3.788936852, + "Sodium_Level": 143.0761989, + "Smoking_Pack_Years": 95.01385578 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.83612029, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.05167178, + "White_Blood_Cell_Count": 5.692754247, + "Platelet_Count": 370.9834796, + "Albumin_Level": 4.740163453, + "Alkaline_Phosphatase_Level": 73.73777388, + "Alanine_Aminotransferase_Level": 9.663562139, + "Aspartate_Aminotransferase_Level": 11.68150002, + "Creatinine_Level": 1.105124321, + "LDH_Level": 239.9650796, + "Calcium_Level": 8.728407111, + "Phosphorus_Level": 3.108658737, + "Glucose_Level": 119.1046084, + "Potassium_Level": 3.652868721, + "Sodium_Level": 143.0044063, + "Smoking_Pack_Years": 41.42247992 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.95102855, + "White_Blood_Cell_Count": 3.674784612, + "Platelet_Count": 412.4109416, + "Albumin_Level": 4.442065363, + "Alkaline_Phosphatase_Level": 101.3205252, + "Alanine_Aminotransferase_Level": 10.0817651, + "Aspartate_Aminotransferase_Level": 42.03708009, + "Creatinine_Level": 0.965037449, + "LDH_Level": 233.7736562, + "Calcium_Level": 9.503502957, + "Phosphorus_Level": 4.107299414, + "Glucose_Level": 83.73357474, + "Potassium_Level": 4.387663585, + "Sodium_Level": 140.7617527, + "Smoking_Pack_Years": 24.55260882 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.1724069, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.77767102, + "White_Blood_Cell_Count": 6.68004949, + "Platelet_Count": 328.024841, + "Albumin_Level": 4.5952822, + "Alkaline_Phosphatase_Level": 108.7719911, + "Alanine_Aminotransferase_Level": 37.62160564, + "Aspartate_Aminotransferase_Level": 47.01618186, + "Creatinine_Level": 1.145766269, + "LDH_Level": 185.6975648, + "Calcium_Level": 9.636889941, + "Phosphorus_Level": 4.272312329, + "Glucose_Level": 138.8670289, + "Potassium_Level": 3.986611658, + "Sodium_Level": 138.2842437, + "Smoking_Pack_Years": 86.26728892 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.56482946, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.83190571, + "White_Blood_Cell_Count": 7.90380151, + "Platelet_Count": 363.6088486, + "Albumin_Level": 3.809116293, + "Alkaline_Phosphatase_Level": 94.90620584, + "Alanine_Aminotransferase_Level": 16.61114482, + "Aspartate_Aminotransferase_Level": 41.62121008, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.77182396, + "White_Blood_Cell_Count": 7.486501088, + "Platelet_Count": 333.7436226, + "Albumin_Level": 3.287531436, + "Alkaline_Phosphatase_Level": 65.05687324, + "Alanine_Aminotransferase_Level": 31.08558252, + "Aspartate_Aminotransferase_Level": 46.89396335, + "Creatinine_Level": 0.854948289, + "LDH_Level": 143.6789324, + "Calcium_Level": 9.832903559, + "Phosphorus_Level": 3.28904634, + "Glucose_Level": 135.2034027, + "Potassium_Level": 3.872353966, + "Sodium_Level": 142.3655712, + "Smoking_Pack_Years": 88.95253426 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.09364794, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 4, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.46420441, + "White_Blood_Cell_Count": 6.856624688, + "Platelet_Count": 438.2365739, + "Albumin_Level": 3.43105367, + "Alkaline_Phosphatase_Level": 95.19912546, + "Alanine_Aminotransferase_Level": 33.22543465, + "Aspartate_Aminotransferase_Level": 31.21482396, + "Creatinine_Level": 1.054112877, + "LDH_Level": 228.465383, + "Calcium_Level": 8.265970798, + "Phosphorus_Level": 3.171199489, + "Glucose_Level": 96.30249125, + "Potassium_Level": 4.324358029, + "Sodium_Level": 142.0936641, + "Smoking_Pack_Years": 27.45480396 + }, + { + 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"LDH_Level": 161.5260034, + "Calcium_Level": 9.25097888, + "Phosphorus_Level": 4.512625015, + "Glucose_Level": 108.1958969, + "Potassium_Level": 4.663720664, + "Sodium_Level": 137.2142075, + "Smoking_Pack_Years": 23.11315555 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.34422623, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.14031574, + "White_Blood_Cell_Count": 6.529016157, 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.7766701, + "White_Blood_Cell_Count": 8.019611429, + "Platelet_Count": 248.1496932, + "Albumin_Level": 3.764310704, + "Alkaline_Phosphatase_Level": 116.3987185, + "Alanine_Aminotransferase_Level": 15.91926999, + "Aspartate_Aminotransferase_Level": 33.38493669, + "Creatinine_Level": 1.413591235, + "LDH_Level": 166.4932606, + "Calcium_Level": 10.2386408, + "Phosphorus_Level": 4.436311933, + "Glucose_Level": 77.99053734, + "Potassium_Level": 3.802750924, + "Sodium_Level": 141.1415413, + "Smoking_Pack_Years": 31.92031524 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.32759522, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.51077127, + "White_Blood_Cell_Count": 3.504162647, + "Platelet_Count": 265.3855397, + "Albumin_Level": 4.897700921, + "Alkaline_Phosphatase_Level": 70.45758358, + "Alanine_Aminotransferase_Level": 12.16451544, + "Aspartate_Aminotransferase_Level": 23.55806459, + "Creatinine_Level": 0.832444825, + "LDH_Level": 206.9411637, + "Calcium_Level": 8.151453676, + "Phosphorus_Level": 4.44840585, + "Glucose_Level": 100.2790272, + "Potassium_Level": 3.716961477, + "Sodium_Level": 142.6433238, + "Smoking_Pack_Years": 20.45324222 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.59866359, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.81774456, + "White_Blood_Cell_Count": 6.869003545, + "Platelet_Count": 428.7943937, + "Albumin_Level": 3.881172271, + "Alkaline_Phosphatase_Level": 116.4504844, + "Alanine_Aminotransferase_Level": 14.26196134, + "Aspartate_Aminotransferase_Level": 34.97952797, + "Creatinine_Level": 1.317869391, + "LDH_Level": 171.0999114, + "Calcium_Level": 8.44497639, + "Phosphorus_Level": 4.845593161, + "Glucose_Level": 70.81960184, + "Potassium_Level": 4.928669155, + "Sodium_Level": 138.4817062, + "Smoking_Pack_Years": 54.78041755 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.34286491, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.62507788, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.0030686, + "White_Blood_Cell_Count": 8.327106104, + "Platelet_Count": 278.7590808, + "Albumin_Level": 3.77323284, + "Alkaline_Phosphatase_Level": 111.8947448, + "Alanine_Aminotransferase_Level": 14.57915272, + "Aspartate_Aminotransferase_Level": 32.41542339, + "Creatinine_Level": 1.379900494, + "LDH_Level": 205.3174553, + "Calcium_Level": 8.007745879, + "Phosphorus_Level": 4.091646624, + "Glucose_Level": 74.76527749, + "Potassium_Level": 4.556019426, + "Sodium_Level": 136.5425725, + "Smoking_Pack_Years": 39.67844162 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.77795157, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.4889006, + "White_Blood_Cell_Count": 7.341515902, + "Platelet_Count": 330.3273649, + "Albumin_Level": 3.636733155, + "Alkaline_Phosphatase_Level": 30.98551583, + "Alanine_Aminotransferase_Level": 15.6501036, + "Aspartate_Aminotransferase_Level": 26.12317707, + "Creatinine_Level": 0.629926139, + "LDH_Level": 236.848161, + "Calcium_Level": 8.952109138, + "Phosphorus_Level": 3.141125987, + "Glucose_Level": 148.4892037, + "Potassium_Level": 4.823037562, + "Sodium_Level": 141.3860498, + "Smoking_Pack_Years": 67.71839676 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.12897456, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.68723424, + "White_Blood_Cell_Count": 4.167338372, + "Platelet_Count": 359.4431364, + "Albumin_Level": 3.06660055, + "Alkaline_Phosphatase_Level": 115.2166791, + "Alanine_Aminotransferase_Level": 30.70243524, + "Aspartate_Aminotransferase_Level": 28.41855534, + "Creatinine_Level": 0.560029421, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.78439709, + "White_Blood_Cell_Count": 4.940329426, + "Platelet_Count": 153.2295974, + "Albumin_Level": 3.062934691, + "Alkaline_Phosphatase_Level": 47.80958905, + "Alanine_Aminotransferase_Level": 19.19021999, + "Aspartate_Aminotransferase_Level": 14.23259332, + "Creatinine_Level": 0.846082917, + "LDH_Level": 206.3747511, + "Calcium_Level": 8.601860779, + "Phosphorus_Level": 2.732864113, + "Glucose_Level": 98.83952428, + "Potassium_Level": 4.317913035, + "Sodium_Level": 135.4177579, + "Smoking_Pack_Years": 6.988675372 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.0645383, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.10501149, + "White_Blood_Cell_Count": 3.609533387, + "Platelet_Count": 288.7150963, + "Albumin_Level": 4.609212567, + "Alkaline_Phosphatase_Level": 48.13629405, + "Alanine_Aminotransferase_Level": 26.83927033, + "Aspartate_Aminotransferase_Level": 35.66913975, + "Creatinine_Level": 1.335376969, + "LDH_Level": 121.467698, + "Calcium_Level": 10.27956373, + "Phosphorus_Level": 4.531616172, + "Glucose_Level": 118.9291947, + "Potassium_Level": 4.241390858, + "Sodium_Level": 142.3178488, + "Smoking_Pack_Years": 30.7242291 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.14311215, + "White_Blood_Cell_Count": 5.012230752, + "Platelet_Count": 185.3843162, + "Albumin_Level": 3.185824537, + "Alkaline_Phosphatase_Level": 36.3264457, + "Alanine_Aminotransferase_Level": 22.05619232, + "Aspartate_Aminotransferase_Level": 32.97239331, + "Creatinine_Level": 1.229762547, + "LDH_Level": 154.1130544, + "Calcium_Level": 8.88091028, + "Phosphorus_Level": 4.987728361, + "Glucose_Level": 91.71288102, + "Potassium_Level": 3.980902911, + "Sodium_Level": 138.9054387, + "Smoking_Pack_Years": 58.22627118 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.78418101, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + 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"Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.76416499, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.3925256, + "White_Blood_Cell_Count": 3.761788225, + "Platelet_Count": 322.2948797, + "Albumin_Level": 4.719489721, + "Alkaline_Phosphatase_Level": 51.4458687, + "Alanine_Aminotransferase_Level": 34.85906792, + "Aspartate_Aminotransferase_Level": 14.82640704, + "Creatinine_Level": 1.227594011, 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.86252471, + "White_Blood_Cell_Count": 6.07673825, + "Platelet_Count": 162.9810163, + "Albumin_Level": 4.617738457, + "Alkaline_Phosphatase_Level": 65.82126016, + "Alanine_Aminotransferase_Level": 36.61245887, + "Aspartate_Aminotransferase_Level": 25.35935389, + "Creatinine_Level": 0.883461205, + "LDH_Level": 183.9433891, + "Calcium_Level": 8.087918033, + "Phosphorus_Level": 3.686907516, + "Glucose_Level": 115.3670975, + "Potassium_Level": 4.015446608, + "Sodium_Level": 143.8379183, + "Smoking_Pack_Years": 48.84261745 + }, + { 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.35182895, + "White_Blood_Cell_Count": 9.823279371, + "Platelet_Count": 448.3539295, + "Albumin_Level": 3.259966303, + "Alkaline_Phosphatase_Level": 43.19080336, + "Alanine_Aminotransferase_Level": 15.37890063, + "Aspartate_Aminotransferase_Level": 29.63121901, + "Creatinine_Level": 0.910680694, + "LDH_Level": 220.0246862, + "Calcium_Level": 9.960501659, + "Phosphorus_Level": 4.749796927, + "Glucose_Level": 121.4993323, + "Potassium_Level": 3.956538456, + "Sodium_Level": 137.1676608, + "Smoking_Pack_Years": 24.80006187 + }, + { + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.36892502, + "White_Blood_Cell_Count": 6.810610592, + "Platelet_Count": 408.8087429, + "Albumin_Level": 4.918135379, + "Alkaline_Phosphatase_Level": 96.11470517, + "Alanine_Aminotransferase_Level": 33.59877957, + "Aspartate_Aminotransferase_Level": 14.49601422, + "Creatinine_Level": 1.424668129, + "LDH_Level": 142.474769, + "Calcium_Level": 8.479435619, + "Phosphorus_Level": 2.705926779, + "Glucose_Level": 93.07887223, + "Potassium_Level": 4.401262419, + "Sodium_Level": 142.8324278, + "Smoking_Pack_Years": 66.19757323 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.58101177, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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"Aspartate_Aminotransferase_Level": 35.83394046, + "Creatinine_Level": 0.874099718, + "LDH_Level": 218.7810549, + "Calcium_Level": 8.592318836, + "Phosphorus_Level": 2.933261635, + "Glucose_Level": 126.6460301, + "Potassium_Level": 4.558697901, + "Sodium_Level": 142.2528548, + "Smoking_Pack_Years": 24.348662 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.57336636, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 82, + 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"Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.98595394, + "White_Blood_Cell_Count": 7.187018944, + "Platelet_Count": 389.9429153, + "Albumin_Level": 3.076242656, + "Alkaline_Phosphatase_Level": 85.13025379, + "Alanine_Aminotransferase_Level": 15.98556487, + "Aspartate_Aminotransferase_Level": 48.15724715, + "Creatinine_Level": 1.02985671, + "LDH_Level": 174.6358125, + "Calcium_Level": 10.34544753, + "Phosphorus_Level": 2.714644221, + "Glucose_Level": 144.8250281, + "Potassium_Level": 4.219864877, + "Sodium_Level": 136.236481, + "Smoking_Pack_Years": 35.84707112 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.89324973, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.5336762, + "White_Blood_Cell_Count": 5.941643788, + "Platelet_Count": 158.2286042, + "Albumin_Level": 4.545622924, + "Alkaline_Phosphatase_Level": 85.28641719, + "Alanine_Aminotransferase_Level": 14.47430737, + "Aspartate_Aminotransferase_Level": 48.95032251, + "Creatinine_Level": 1.342631208, + "LDH_Level": 192.5141107, + "Calcium_Level": 9.811853329, + "Phosphorus_Level": 3.194382458, + "Glucose_Level": 95.71346488, + "Potassium_Level": 4.810998685, + "Sodium_Level": 138.7846327, + "Smoking_Pack_Years": 86.67463815 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.94404405, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.19540537, + "White_Blood_Cell_Count": 4.608091304, + "Platelet_Count": 324.473621, + "Albumin_Level": 4.033368397, + "Alkaline_Phosphatase_Level": 117.7757674, + "Alanine_Aminotransferase_Level": 8.624243289, + "Aspartate_Aminotransferase_Level": 43.77595892, + "Creatinine_Level": 0.758534916, + "LDH_Level": 133.6393924, + "Calcium_Level": 8.017735526, + "Phosphorus_Level": 4.446087964, + "Glucose_Level": 114.7631888, + "Potassium_Level": 3.505859886, + "Sodium_Level": 143.6844753, + "Smoking_Pack_Years": 42.34292156 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.7922445, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.19803759, + "White_Blood_Cell_Count": 7.579787623, + "Platelet_Count": 171.9738666, + "Albumin_Level": 3.189984214, + "Alkaline_Phosphatase_Level": 61.00957716, + "Alanine_Aminotransferase_Level": 11.75120951, + "Aspartate_Aminotransferase_Level": 39.01440646, + "Creatinine_Level": 1.053655246, + "LDH_Level": 108.2212291, + "Calcium_Level": 9.583210388, + "Phosphorus_Level": 4.615777616, + "Glucose_Level": 138.9565905, + "Potassium_Level": 3.945630364, + "Sodium_Level": 143.4941936, + "Smoking_Pack_Years": 17.47308801 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.89516904, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.13069416, + "White_Blood_Cell_Count": 6.701458199, + "Platelet_Count": 234.874782, + "Albumin_Level": 4.710048781, + "Alkaline_Phosphatase_Level": 43.17415828, + "Alanine_Aminotransferase_Level": 12.94886168, + "Aspartate_Aminotransferase_Level": 23.93727071, + "Creatinine_Level": 1.329558135, + "LDH_Level": 206.3476027, + "Calcium_Level": 9.235272252, + "Phosphorus_Level": 3.760315106, + "Glucose_Level": 81.10722584, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.3748453, + "White_Blood_Cell_Count": 3.963897806, + "Platelet_Count": 353.0548132, + "Albumin_Level": 4.723050182, + "Alkaline_Phosphatase_Level": 34.60330478, + "Alanine_Aminotransferase_Level": 6.283923598, + "Aspartate_Aminotransferase_Level": 20.45269282, + "Creatinine_Level": 1.436763966, + "LDH_Level": 212.8838523, + "Calcium_Level": 9.460854251, + "Phosphorus_Level": 3.536515568, + "Glucose_Level": 131.0517003, + "Potassium_Level": 3.742285667, + "Sodium_Level": 136.3440042, + "Smoking_Pack_Years": 81.68883127 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.13181032, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.48177597, + "White_Blood_Cell_Count": 4.598856685, + "Platelet_Count": 442.1029713, + "Albumin_Level": 3.458745902, + "Alkaline_Phosphatase_Level": 72.51481575, + "Alanine_Aminotransferase_Level": 38.54599502, + "Aspartate_Aminotransferase_Level": 27.39472513, + "Creatinine_Level": 1.191632812, + "LDH_Level": 157.4963555, + "Calcium_Level": 8.964330875, + "Phosphorus_Level": 4.046060857, + "Glucose_Level": 107.9585988, + "Potassium_Level": 3.59585337, + "Sodium_Level": 136.5524385, + "Smoking_Pack_Years": 40.0163265 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.31359616, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.36730049, + "White_Blood_Cell_Count": 5.057079691, + "Platelet_Count": 266.7238692, + "Albumin_Level": 3.660092168, + "Alkaline_Phosphatase_Level": 72.69524159, + "Alanine_Aminotransferase_Level": 35.37822503, + "Aspartate_Aminotransferase_Level": 26.92217353, + "Creatinine_Level": 0.777984068, + "LDH_Level": 157.0844369, + "Calcium_Level": 9.315723839, + "Phosphorus_Level": 4.767422299, + "Glucose_Level": 80.72605766, + "Potassium_Level": 4.916574242, + "Sodium_Level": 136.4784178, + "Smoking_Pack_Years": 82.26961247 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.21084682, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 52.09515904, + "Alanine_Aminotransferase_Level": 20.32913598, + "Aspartate_Aminotransferase_Level": 11.59062737, + "Creatinine_Level": 0.647090564, + "LDH_Level": 214.3446102, + "Calcium_Level": 8.917725072, + "Phosphorus_Level": 3.664083083, + "Glucose_Level": 124.8604731, + "Potassium_Level": 4.24339381, + "Sodium_Level": 135.695509, + "Smoking_Pack_Years": 31.42387622 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.53511237, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.78478331, + "White_Blood_Cell_Count": 9.221365446, + "Platelet_Count": 445.0973457, + "Albumin_Level": 3.104176948, + "Alkaline_Phosphatase_Level": 37.08746992, + "Alanine_Aminotransferase_Level": 22.26183747, + "Aspartate_Aminotransferase_Level": 43.20232382, + "Creatinine_Level": 1.143474265, + "LDH_Level": 129.4518217, + "Calcium_Level": 10.13302066, + "Phosphorus_Level": 4.419742858, + "Glucose_Level": 93.67916504, + "Potassium_Level": 3.552874007, + "Sodium_Level": 143.7526091, + "Smoking_Pack_Years": 83.06751776 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.78109107, + "White_Blood_Cell_Count": 5.063719443, + "Platelet_Count": 213.1861014, + "Albumin_Level": 3.776441534, + "Alkaline_Phosphatase_Level": 45.94777623, + "Alanine_Aminotransferase_Level": 14.38206926, + "Aspartate_Aminotransferase_Level": 44.22555511, + "Creatinine_Level": 0.6899007, + "LDH_Level": 141.5543302, + "Calcium_Level": 8.504347212, + "Phosphorus_Level": 2.884727349, + "Glucose_Level": 92.65209633, + "Potassium_Level": 4.065545642, + "Sodium_Level": 144.0976614, + "Smoking_Pack_Years": 15.89654771 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.0802761, + "White_Blood_Cell_Count": 8.809919207, + "Platelet_Count": 224.0639693, + "Albumin_Level": 3.67142966, + "Alkaline_Phosphatase_Level": 35.79911736, + "Alanine_Aminotransferase_Level": 17.73510414, + "Aspartate_Aminotransferase_Level": 37.12018544, + "Creatinine_Level": 0.620894165, + "LDH_Level": 237.9162097, + "Calcium_Level": 8.383710212, + "Phosphorus_Level": 2.858828753, + "Glucose_Level": 137.9178407, + "Potassium_Level": 4.24870162, + "Sodium_Level": 144.9100458, + "Smoking_Pack_Years": 12.74108536 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.80066998, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 12.29538465, + "White_Blood_Cell_Count": 6.312673066, + "Platelet_Count": 150.6554866, + "Albumin_Level": 3.016000313, + "Alkaline_Phosphatase_Level": 66.48963913, + "Alanine_Aminotransferase_Level": 23.91559971, + "Aspartate_Aminotransferase_Level": 20.92748658, + "Creatinine_Level": 0.911709334, + "LDH_Level": 116.9652975, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.88148347, + "White_Blood_Cell_Count": 4.801379382, + "Platelet_Count": 263.0486191, + "Albumin_Level": 4.557476937, + "Alkaline_Phosphatase_Level": 60.69476444, + "Alanine_Aminotransferase_Level": 39.5987389, + "Aspartate_Aminotransferase_Level": 39.93652952, + "Creatinine_Level": 1.258280236, + "LDH_Level": 163.9173937, + "Calcium_Level": 9.74548424, + "Phosphorus_Level": 4.71396802, + "Glucose_Level": 137.8705743, + "Potassium_Level": 4.400371494, + "Sodium_Level": 139.8941593, + "Smoking_Pack_Years": 33.05404555 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.28710753, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.39858881, + "White_Blood_Cell_Count": 8.654136786, + "Platelet_Count": 196.7704526, + "Albumin_Level": 4.591792263, + "Alkaline_Phosphatase_Level": 60.14692248, + "Alanine_Aminotransferase_Level": 21.71907121, + "Aspartate_Aminotransferase_Level": 27.27323263, + "Creatinine_Level": 0.711317538, + "LDH_Level": 148.7558417, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.04735226, + "White_Blood_Cell_Count": 4.344540026, + "Platelet_Count": 241.5903897, + "Albumin_Level": 3.922225956, + "Alkaline_Phosphatase_Level": 113.1150085, + "Alanine_Aminotransferase_Level": 8.186713145, + "Aspartate_Aminotransferase_Level": 34.17935607, + "Creatinine_Level": 1.038678269, + "LDH_Level": 173.9968782, + "Calcium_Level": 8.747954068, + "Phosphorus_Level": 4.938379919, + "Glucose_Level": 134.1482024, + "Potassium_Level": 4.712010648, + "Sodium_Level": 142.2261862, + "Smoking_Pack_Years": 18.16465712 + }, + { + "Age": 45, + "Gender": 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241.4682345, + "Calcium_Level": 10.26145291, + "Phosphorus_Level": 3.235964953, + "Glucose_Level": 78.04509419, + "Potassium_Level": 4.176408289, + "Sodium_Level": 139.7442856, + "Smoking_Pack_Years": 58.92812392 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.51134684, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.26601346, + "White_Blood_Cell_Count": 9.713122587, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.59328619, + "White_Blood_Cell_Count": 9.849054488, + "Platelet_Count": 349.2921002, + "Albumin_Level": 3.963974721, + "Alkaline_Phosphatase_Level": 75.47879084, + "Alanine_Aminotransferase_Level": 14.71703197, + "Aspartate_Aminotransferase_Level": 21.02406226, + "Creatinine_Level": 0.714081575, + "LDH_Level": 191.003907, + "Calcium_Level": 9.747525757, + "Phosphorus_Level": 4.484966121, + "Glucose_Level": 78.79256479, + "Potassium_Level": 4.377180934, + "Sodium_Level": 142.2030178, + "Smoking_Pack_Years": 99.24065177 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.02651671, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "African 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}, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.96526296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.12641727, + "White_Blood_Cell_Count": 7.376146319, + "Platelet_Count": 206.6566315, + "Albumin_Level": 3.631486612, + "Alkaline_Phosphatase_Level": 52.2925967, + "Alanine_Aminotransferase_Level": 27.30216371, + "Aspartate_Aminotransferase_Level": 19.85268587, + "Creatinine_Level": 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"White_Blood_Cell_Count": 8.443166949, + "Platelet_Count": 261.3424017, + "Albumin_Level": 3.239356162, + "Alkaline_Phosphatase_Level": 104.2410678, + "Alanine_Aminotransferase_Level": 31.95254554, + "Aspartate_Aminotransferase_Level": 41.57280618, + "Creatinine_Level": 0.727439708, + "LDH_Level": 225.1288835, + "Calcium_Level": 10.47088503, + "Phosphorus_Level": 2.991349447, + "Glucose_Level": 142.214722, + "Potassium_Level": 4.547881594, + "Sodium_Level": 143.8106829, + "Smoking_Pack_Years": 9.195960007 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.67697566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.81623844, + "White_Blood_Cell_Count": 3.584767104, + "Platelet_Count": 161.0409326, + "Albumin_Level": 4.991544857, + "Alkaline_Phosphatase_Level": 63.34669346, + "Alanine_Aminotransferase_Level": 21.60630046, + "Aspartate_Aminotransferase_Level": 22.43220965, + "Creatinine_Level": 0.535073414, + "LDH_Level": 107.7088306, + "Calcium_Level": 9.913193541, + "Phosphorus_Level": 3.347807406, + "Glucose_Level": 143.6864172, + "Potassium_Level": 4.868699479, + "Sodium_Level": 143.2232377, + "Smoking_Pack_Years": 99.52604282 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.12437745, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.12672658, + "White_Blood_Cell_Count": 6.320289972, + "Platelet_Count": 395.7799343, + "Albumin_Level": 3.969973185, + "Alkaline_Phosphatase_Level": 89.56696973, + "Alanine_Aminotransferase_Level": 38.918171, + "Aspartate_Aminotransferase_Level": 48.80082765, + "Creatinine_Level": 0.856245932, + "LDH_Level": 144.3790682, + "Calcium_Level": 8.482185018, + "Phosphorus_Level": 3.226968123, + "Glucose_Level": 107.9540593, + "Potassium_Level": 4.137463919, + "Sodium_Level": 136.662763, + "Smoking_Pack_Years": 13.48284752 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.47636296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.22706504, + "White_Blood_Cell_Count": 4.936956199, + "Platelet_Count": 304.8110108, + "Albumin_Level": 3.431023825, + "Alkaline_Phosphatase_Level": 100.154647, + "Alanine_Aminotransferase_Level": 21.83358687, + "Aspartate_Aminotransferase_Level": 26.32431412, + "Creatinine_Level": 0.731086428, + "LDH_Level": 146.3761638, + "Calcium_Level": 8.433039622, + "Phosphorus_Level": 4.335387773, + "Glucose_Level": 72.04094448, + "Potassium_Level": 3.771497341, + "Sodium_Level": 140.8244201, + "Smoking_Pack_Years": 8.312022617 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.96511153, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.28466687, + "White_Blood_Cell_Count": 8.870281, + "Platelet_Count": 252.9834219, + "Albumin_Level": 3.77813365, + "Alkaline_Phosphatase_Level": 100.3116144, + "Alanine_Aminotransferase_Level": 29.96711463, + "Aspartate_Aminotransferase_Level": 32.23109797, + "Creatinine_Level": 0.721939698, + "LDH_Level": 185.6631728, + "Calcium_Level": 8.18880954, + "Phosphorus_Level": 3.217790001, + "Glucose_Level": 141.9874151, + "Potassium_Level": 4.415345707, + "Sodium_Level": 136.167596, + "Smoking_Pack_Years": 65.34105424 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.81245161, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.76243475, + "White_Blood_Cell_Count": 4.855131708, + "Platelet_Count": 331.0110708, + "Albumin_Level": 3.084851394, + "Alkaline_Phosphatase_Level": 52.24495669, + "Alanine_Aminotransferase_Level": 24.27450363, + "Aspartate_Aminotransferase_Level": 23.3277952, + "Creatinine_Level": 1.334077579, + "LDH_Level": 118.4152045, + "Calcium_Level": 8.861783352, + "Phosphorus_Level": 2.617930885, + "Glucose_Level": 85.12213993, + "Potassium_Level": 3.843605711, + "Sodium_Level": 143.3933441, + "Smoking_Pack_Years": 61.81086517 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.11981343, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.52442934, + "White_Blood_Cell_Count": 4.04285315, + "Platelet_Count": 210.061371, + "Albumin_Level": 4.547477861, + "Alkaline_Phosphatase_Level": 95.05695744, + "Alanine_Aminotransferase_Level": 17.32160832, + "Aspartate_Aminotransferase_Level": 31.95655756, + "Creatinine_Level": 1.041988192, + "LDH_Level": 160.6321338, + "Calcium_Level": 9.442922211, + "Phosphorus_Level": 4.800986478, + "Glucose_Level": 136.9577851, + "Potassium_Level": 4.994610142, + "Sodium_Level": 135.9008252, + "Smoking_Pack_Years": 58.46558682 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.17820631, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 68, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.16665521, + "White_Blood_Cell_Count": 6.110633589, + "Platelet_Count": 238.200978, + "Albumin_Level": 3.023922248, + "Alkaline_Phosphatase_Level": 60.64952573, + "Alanine_Aminotransferase_Level": 31.94374839, + "Aspartate_Aminotransferase_Level": 28.14574715, + "Creatinine_Level": 0.99633483, + "LDH_Level": 224.1718205, + "Calcium_Level": 9.331889913, + "Phosphorus_Level": 2.831008575, + "Glucose_Level": 112.8091691, + "Potassium_Level": 3.575062355, + "Sodium_Level": 144.5603555, + "Smoking_Pack_Years": 80.12186725 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.18334163, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.64517434, + "White_Blood_Cell_Count": 5.259162142, + "Platelet_Count": 250.6199682, + "Albumin_Level": 4.09911615, + "Alkaline_Phosphatase_Level": 30.3408166, + "Alanine_Aminotransferase_Level": 7.926634061, + "Aspartate_Aminotransferase_Level": 37.77378717, + "Creatinine_Level": 0.837738576, + "LDH_Level": 100.544847, + "Calcium_Level": 9.756495277, + "Phosphorus_Level": 2.823454754, + "Glucose_Level": 90.15621064, + "Potassium_Level": 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19.40276094, + "Aspartate_Aminotransferase_Level": 13.64980528, + "Creatinine_Level": 0.924333687, + "LDH_Level": 223.2675342, + "Calcium_Level": 9.429817819, + "Phosphorus_Level": 4.351844169, + "Glucose_Level": 132.3208321, + "Potassium_Level": 4.598986947, + "Sodium_Level": 142.122235, + "Smoking_Pack_Years": 49.1989432 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.2859575, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.47028368, + "White_Blood_Cell_Count": 5.76430391, + "Platelet_Count": 288.1418132, + "Albumin_Level": 4.07793127, + "Alkaline_Phosphatase_Level": 45.69686542, + "Alanine_Aminotransferase_Level": 37.44651733, + "Aspartate_Aminotransferase_Level": 26.16556662, + "Creatinine_Level": 0.853347555, + "LDH_Level": 168.5963267, + "Calcium_Level": 9.799911507, + "Phosphorus_Level": 2.777522619, + "Glucose_Level": 114.2617312, + "Potassium_Level": 4.835306018, + "Sodium_Level": 141.5986091, + "Smoking_Pack_Years": 96.03106635 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.04982953, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.15138872, + "White_Blood_Cell_Count": 9.303604136, + "Platelet_Count": 262.6927526, + "Albumin_Level": 3.997507258, + "Alkaline_Phosphatase_Level": 71.10572515, + "Alanine_Aminotransferase_Level": 6.316245274, + "Aspartate_Aminotransferase_Level": 47.45727679, + "Creatinine_Level": 0.822865169, + "LDH_Level": 123.8728864, + "Calcium_Level": 9.644264917, + "Phosphorus_Level": 2.500911829, + "Glucose_Level": 72.24144097, + "Potassium_Level": 4.758901063, + "Sodium_Level": 139.2511434, + "Smoking_Pack_Years": 95.47907167 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.64128985, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.70982946, + "White_Blood_Cell_Count": 6.188477034, + "Platelet_Count": 241.2708381, + "Albumin_Level": 3.465315333, + "Alkaline_Phosphatase_Level": 74.9438211, + "Alanine_Aminotransferase_Level": 31.29029197, + "Aspartate_Aminotransferase_Level": 12.53873726, + "Creatinine_Level": 0.89279239, + "LDH_Level": 226.0021886, + "Calcium_Level": 9.419757744, + "Phosphorus_Level": 4.722011558, + "Glucose_Level": 127.5697138, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 8.547292234, + "Aspartate_Aminotransferase_Level": 49.60015179, + "Creatinine_Level": 1.375982586, + "LDH_Level": 211.9030117, + "Calcium_Level": 8.56301125, + "Phosphorus_Level": 4.709153949, + "Glucose_Level": 116.5270095, + "Potassium_Level": 3.581800114, + "Sodium_Level": 136.890753, + "Smoking_Pack_Years": 29.74620206 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.49774913, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.70742882, + "White_Blood_Cell_Count": 3.802043294, + "Platelet_Count": 395.0688691, + "Albumin_Level": 4.111312534, + "Alkaline_Phosphatase_Level": 88.13977413, + "Alanine_Aminotransferase_Level": 29.69418388, + "Aspartate_Aminotransferase_Level": 25.10820245, + "Creatinine_Level": 0.922190825, + "LDH_Level": 110.2981684, + "Calcium_Level": 9.418556736, + "Phosphorus_Level": 4.586457811, + "Glucose_Level": 91.93846436, + "Potassium_Level": 3.569331597, + "Sodium_Level": 138.5237217, + "Smoking_Pack_Years": 85.24022861 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 40.33185128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.25897372, + "White_Blood_Cell_Count": 5.712082451, + "Platelet_Count": 302.731286, + "Albumin_Level": 4.547201054, + "Alkaline_Phosphatase_Level": 87.45105829, + "Alanine_Aminotransferase_Level": 24.94725416, + "Aspartate_Aminotransferase_Level": 10.13691566, + "Creatinine_Level": 1.014623826, + "LDH_Level": 210.6232218, + "Calcium_Level": 9.79770297, + "Phosphorus_Level": 2.743724918, + "Glucose_Level": 119.517137, + "Potassium_Level": 4.61845659, + "Sodium_Level": 144.5020609, + "Smoking_Pack_Years": 1.43499199 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.17695652, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.45764845, + "White_Blood_Cell_Count": 8.494605131, + "Platelet_Count": 160.6061291, + "Albumin_Level": 3.851351146, + "Alkaline_Phosphatase_Level": 101.3719792, + "Alanine_Aminotransferase_Level": 15.35917312, + "Aspartate_Aminotransferase_Level": 25.38294008, + "Creatinine_Level": 0.90816126, + "LDH_Level": 151.3316392, + "Calcium_Level": 8.432462483, + "Phosphorus_Level": 2.838264374, + "Glucose_Level": 73.67132197, + "Potassium_Level": 4.38171867, + "Sodium_Level": 144.3463923, + "Smoking_Pack_Years": 55.2687338 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.78604741, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.30618554, + "White_Blood_Cell_Count": 7.990826795, + "Platelet_Count": 329.0770766, + "Albumin_Level": 3.562268122, + "Alkaline_Phosphatase_Level": 67.92698405, + "Alanine_Aminotransferase_Level": 25.36381874, + "Aspartate_Aminotransferase_Level": 47.91310823, + "Creatinine_Level": 0.742446708, + "LDH_Level": 233.3549803, + "Calcium_Level": 8.495159828, + "Phosphorus_Level": 3.469424112, + "Glucose_Level": 144.4946966, + "Potassium_Level": 4.486894065, + "Sodium_Level": 137.7893349, + "Smoking_Pack_Years": 84.05905414 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.96321595, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.52087893, + "White_Blood_Cell_Count": 8.175525851, + "Platelet_Count": 406.359268, + "Albumin_Level": 4.98434367, + "Alkaline_Phosphatase_Level": 79.70459134, + "Alanine_Aminotransferase_Level": 15.43200913, + "Aspartate_Aminotransferase_Level": 13.8906003, + "Creatinine_Level": 0.897518027, + "LDH_Level": 192.4554217, + "Calcium_Level": 9.326404165, + "Phosphorus_Level": 2.838248328, + "Glucose_Level": 94.11638777, + "Potassium_Level": 4.93729889, + "Sodium_Level": 135.8628195, + "Smoking_Pack_Years": 65.08629624 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.97531944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.21123435, + "White_Blood_Cell_Count": 6.925550754, + "Platelet_Count": 270.8457345, + "Albumin_Level": 4.986734831, + "Alkaline_Phosphatase_Level": 50.89814632, + "Alanine_Aminotransferase_Level": 30.62543886, + "Aspartate_Aminotransferase_Level": 25.51497019, + "Creatinine_Level": 0.935122602, + "LDH_Level": 142.5550004, + "Calcium_Level": 8.95676845, + "Phosphorus_Level": 4.005567681, + "Glucose_Level": 139.6267361, + "Potassium_Level": 4.526646509, + "Sodium_Level": 135.028737, + "Smoking_Pack_Years": 79.29705293 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.47209201, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.89703554, + "White_Blood_Cell_Count": 9.144041106, + "Platelet_Count": 173.2131113, + "Albumin_Level": 3.21846137, + "Alkaline_Phosphatase_Level": 106.9174784, + "Alanine_Aminotransferase_Level": 22.21424985, + "Aspartate_Aminotransferase_Level": 15.93803176, + "Creatinine_Level": 0.902962819, + "LDH_Level": 139.6321344, + "Calcium_Level": 10.04244167, + "Phosphorus_Level": 4.927922019, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.3298187, + "White_Blood_Cell_Count": 8.37835257, + "Platelet_Count": 307.1717864, + "Albumin_Level": 4.533181559, + "Alkaline_Phosphatase_Level": 98.94342432, + "Alanine_Aminotransferase_Level": 13.80557441, + "Aspartate_Aminotransferase_Level": 17.6961618, + "Creatinine_Level": 1.164970615, + "LDH_Level": 206.997998, + "Calcium_Level": 9.936095137, + "Phosphorus_Level": 3.895240385, + "Glucose_Level": 126.3956478, + "Potassium_Level": 4.432543869, + "Sodium_Level": 144.5758464, + "Smoking_Pack_Years": 13.07684576 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.371753287, + "Glucose_Level": 74.27473585, + "Potassium_Level": 3.663556831, + "Sodium_Level": 140.3362518, + "Smoking_Pack_Years": 90.2047669 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.10919242, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 10.25650384, + "White_Blood_Cell_Count": 8.140071645, + "Platelet_Count": 306.2783163, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.55705422, + "White_Blood_Cell_Count": 8.292812407, + "Platelet_Count": 169.4928306, + "Albumin_Level": 4.327252046, + "Alkaline_Phosphatase_Level": 75.44661012, + "Alanine_Aminotransferase_Level": 33.62326015, + "Aspartate_Aminotransferase_Level": 25.71359247, + "Creatinine_Level": 0.633587357, + "LDH_Level": 138.3344126, + "Calcium_Level": 8.409040505, + "Phosphorus_Level": 4.323099644, + "Glucose_Level": 109.3806862, + "Potassium_Level": 4.992790416, + "Sodium_Level": 136.984832, + "Smoking_Pack_Years": 52.33061322 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.98336702, + "White_Blood_Cell_Count": 4.561963989, + "Platelet_Count": 334.2630443, + "Albumin_Level": 4.506369276, + "Alkaline_Phosphatase_Level": 92.15121511, + "Alanine_Aminotransferase_Level": 36.41943752, + "Aspartate_Aminotransferase_Level": 35.45385788, + "Creatinine_Level": 0.726858639, + "LDH_Level": 117.5142742, + "Calcium_Level": 8.531410909, + "Phosphorus_Level": 4.404572638, + "Glucose_Level": 128.7909286, + "Potassium_Level": 4.77071916, + "Sodium_Level": 142.0391161, + "Smoking_Pack_Years": 67.7233443 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.34254767, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.42389221, + "White_Blood_Cell_Count": 4.596602035, + "Platelet_Count": 410.2553978, + "Albumin_Level": 3.88017833, + "Alkaline_Phosphatase_Level": 119.6019417, + "Alanine_Aminotransferase_Level": 24.60948219, + "Aspartate_Aminotransferase_Level": 31.06000521, + "Creatinine_Level": 1.336164135, + "LDH_Level": 247.90395, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.89003671, + "White_Blood_Cell_Count": 3.572917805, + "Platelet_Count": 151.7737396, + "Albumin_Level": 3.82032368, + "Alkaline_Phosphatase_Level": 89.4288875, + "Alanine_Aminotransferase_Level": 28.71550518, + "Aspartate_Aminotransferase_Level": 41.38298556, + "Creatinine_Level": 1.153574551, + "LDH_Level": 173.8321322, + "Calcium_Level": 9.239549542, + "Phosphorus_Level": 3.874139151, + "Glucose_Level": 79.25653749, + "Potassium_Level": 3.512938283, + "Sodium_Level": 136.1593885, + "Smoking_Pack_Years": 89.52833826 + }, + { + "Age": 66, + "Gender": "Female", 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235.2170002, + "Calcium_Level": 9.672036969, + "Phosphorus_Level": 4.216783957, + "Glucose_Level": 145.0744303, + "Potassium_Level": 3.768697277, + "Sodium_Level": 137.0642668, + "Smoking_Pack_Years": 46.36312995 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.26170948, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.62498291, + "White_Blood_Cell_Count": 9.880677195, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.92742756, + "White_Blood_Cell_Count": 7.848939612, + "Platelet_Count": 210.5102779, + "Albumin_Level": 4.959170297, + "Alkaline_Phosphatase_Level": 107.9043431, + "Alanine_Aminotransferase_Level": 15.3938408, + "Aspartate_Aminotransferase_Level": 26.6055214, + "Creatinine_Level": 0.794761466, + "LDH_Level": 191.4626457, + "Calcium_Level": 9.810771416, + "Phosphorus_Level": 3.280271849, + "Glucose_Level": 76.03710816, + "Potassium_Level": 3.806479207, + "Sodium_Level": 135.0031646, + "Smoking_Pack_Years": 10.73979616 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.94671151, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.89051496, + "White_Blood_Cell_Count": 4.40797867, + "Platelet_Count": 173.5520733, + "Albumin_Level": 4.340948468, + "Alkaline_Phosphatase_Level": 97.30686213, + "Alanine_Aminotransferase_Level": 18.07012279, + "Aspartate_Aminotransferase_Level": 18.21323665, + "Creatinine_Level": 1.063808093, + "LDH_Level": 116.6424953, + "Calcium_Level": 9.49338591, + "Phosphorus_Level": 4.479815944, + "Glucose_Level": 83.94034141, + "Potassium_Level": 4.409698663, + "Sodium_Level": 135.9434025, + "Smoking_Pack_Years": 19.18285468 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.86730979, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.3985549, + "White_Blood_Cell_Count": 7.979001501, + "Platelet_Count": 381.3488525, + "Albumin_Level": 4.975240001, + "Alkaline_Phosphatase_Level": 73.06340995, + "Alanine_Aminotransferase_Level": 39.94755042, + "Aspartate_Aminotransferase_Level": 23.38940237, + "Creatinine_Level": 1.288852914, + "LDH_Level": 228.4787201, + "Calcium_Level": 8.625927473, + "Phosphorus_Level": 3.75110788, + "Glucose_Level": 143.5823141, + "Potassium_Level": 4.343487734, + "Sodium_Level": 135.5616531, + "Smoking_Pack_Years": 57.46917288 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.32971316, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.59246883, + "White_Blood_Cell_Count": 8.979389806, + "Platelet_Count": 350.6964157, + "Albumin_Level": 4.255482515, + "Alkaline_Phosphatase_Level": 96.24776669, + "Alanine_Aminotransferase_Level": 29.49592577, + "Aspartate_Aminotransferase_Level": 38.8411978, + "Creatinine_Level": 1.065364261, + "LDH_Level": 177.5143947, + "Calcium_Level": 10.45087221, + "Phosphorus_Level": 3.938885882, + "Glucose_Level": 134.7219948, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.89969215, + "White_Blood_Cell_Count": 7.534161407, + "Platelet_Count": 415.563453, + "Albumin_Level": 4.37368694, + "Alkaline_Phosphatase_Level": 112.3326284, + "Alanine_Aminotransferase_Level": 29.20916525, + "Aspartate_Aminotransferase_Level": 25.39003426, + "Creatinine_Level": 1.143277821, + "LDH_Level": 141.1349951, + "Calcium_Level": 9.917322396, + "Phosphorus_Level": 2.698755051, + "Glucose_Level": 142.1807261, + "Potassium_Level": 4.349862945, + "Sodium_Level": 139.7021151, + "Smoking_Pack_Years": 43.13976895 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.36244943, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.95928201, + "White_Blood_Cell_Count": 9.033677156, + "Platelet_Count": 403.4455679, + "Albumin_Level": 4.335028971, + "Alkaline_Phosphatase_Level": 55.22318287, + "Alanine_Aminotransferase_Level": 33.87259808, + "Aspartate_Aminotransferase_Level": 38.34577227, + "Creatinine_Level": 1.006520759, + "LDH_Level": 133.1476981, + "Calcium_Level": 8.045995658, + "Phosphorus_Level": 4.116010068, + "Glucose_Level": 96.27520172, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.35942832, + "White_Blood_Cell_Count": 5.50180026, + "Platelet_Count": 348.9259244, + "Albumin_Level": 3.817506035, + "Alkaline_Phosphatase_Level": 69.58639429, + "Alanine_Aminotransferase_Level": 23.31227027, + "Aspartate_Aminotransferase_Level": 26.63440159, + "Creatinine_Level": 1.388481583, + "LDH_Level": 243.2215949, + "Calcium_Level": 8.31366481, + "Phosphorus_Level": 2.775631421, + "Glucose_Level": 93.17524046, + "Potassium_Level": 3.786140536, + "Sodium_Level": 135.5874475, + "Smoking_Pack_Years": 87.45019261 + }, + { + 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American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.11554314, + "White_Blood_Cell_Count": 3.981621191, + "Platelet_Count": 275.6813838, + "Albumin_Level": 3.339883741, + "Alkaline_Phosphatase_Level": 30.30355647, + "Alanine_Aminotransferase_Level": 35.09452288, + "Aspartate_Aminotransferase_Level": 46.93311282, + "Creatinine_Level": 0.551692744, + "LDH_Level": 177.1642723, + "Calcium_Level": 10.21421873, + "Phosphorus_Level": 4.093129068, + "Glucose_Level": 144.6690365, + "Potassium_Level": 4.965646044, + "Sodium_Level": 139.6403618, + "Smoking_Pack_Years": 88.26322281 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.09314934, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.93404772, + "White_Blood_Cell_Count": 3.762002811, + "Platelet_Count": 408.8506676, + "Albumin_Level": 3.746413296, + "Alkaline_Phosphatase_Level": 36.84739358, + "Alanine_Aminotransferase_Level": 5.131063223, + "Aspartate_Aminotransferase_Level": 31.29327318, + "Creatinine_Level": 0.530545134, + "LDH_Level": 239.3530271, + "Calcium_Level": 10.48749923, + "Phosphorus_Level": 3.50261383, + "Glucose_Level": 125.6848315, + "Potassium_Level": 3.90150307, + "Sodium_Level": 142.3429239, + "Smoking_Pack_Years": 30.95761131 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.64969442, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.29498467, + "White_Blood_Cell_Count": 3.560995144, + "Platelet_Count": 421.4035731, + "Albumin_Level": 4.265686307, + "Alkaline_Phosphatase_Level": 104.6214143, + "Alanine_Aminotransferase_Level": 35.41632049, + "Aspartate_Aminotransferase_Level": 21.59409442, + "Creatinine_Level": 0.727105836, + "LDH_Level": 232.568932, + "Calcium_Level": 8.400960184, + "Phosphorus_Level": 4.566666713, + "Glucose_Level": 110.1339577, + "Potassium_Level": 4.115967176, + "Sodium_Level": 141.9463424, + "Smoking_Pack_Years": 77.93338346 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.23647133, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 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"Smoking_Pack_Years": 23.56696507 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.20576899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.57450583, + "White_Blood_Cell_Count": 5.142692047, + "Platelet_Count": 310.5682882, + "Albumin_Level": 3.372432765, + "Alkaline_Phosphatase_Level": 68.80877506, + "Alanine_Aminotransferase_Level": 31.26302608, + "Aspartate_Aminotransferase_Level": 16.3371973, + "Creatinine_Level": 1.420616597, + "LDH_Level": 228.1803765, + "Calcium_Level": 9.580060319, + "Phosphorus_Level": 4.37572886, + "Glucose_Level": 94.09009996, + "Potassium_Level": 4.808211429, + "Sodium_Level": 142.7390966, + "Smoking_Pack_Years": 61.23695399 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.64078218, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 66, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.78716065, + "White_Blood_Cell_Count": 9.342603978, + "Platelet_Count": 246.5036699, + "Albumin_Level": 4.067092824, + "Alkaline_Phosphatase_Level": 41.5773897, + "Alanine_Aminotransferase_Level": 10.97581891, + "Aspartate_Aminotransferase_Level": 17.27091527, + "Creatinine_Level": 1.152522218, + "LDH_Level": 181.2611776, + "Calcium_Level": 8.413655473, + "Phosphorus_Level": 2.757865237, + "Glucose_Level": 94.5920964, + "Potassium_Level": 4.850992865, + "Sodium_Level": 142.6595753, + "Smoking_Pack_Years": 98.67635563 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.99962141, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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86, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.29368436, + "White_Blood_Cell_Count": 6.065174887, + "Platelet_Count": 371.6870923, + "Albumin_Level": 4.964574619, + "Alkaline_Phosphatase_Level": 92.16043459, + "Alanine_Aminotransferase_Level": 35.01406808, + "Aspartate_Aminotransferase_Level": 30.90766762, + "Creatinine_Level": 1.437724835, + "LDH_Level": 213.4201882, + "Calcium_Level": 9.900599091, + "Phosphorus_Level": 4.392671653, + "Glucose_Level": 125.9783389, + "Potassium_Level": 4.728674687, + "Sodium_Level": 144.2700838, + "Smoking_Pack_Years": 7.757583775 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.40136704, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.04617162, + "White_Blood_Cell_Count": 6.481363322, + "Platelet_Count": 167.7631133, + "Albumin_Level": 4.993628413, + "Alkaline_Phosphatase_Level": 48.19573305, + "Alanine_Aminotransferase_Level": 8.200250165, + "Aspartate_Aminotransferase_Level": 42.51080587, + "Creatinine_Level": 0.946109468, + "LDH_Level": 244.1872024, + "Calcium_Level": 9.734651305, + "Phosphorus_Level": 4.499851853, + "Glucose_Level": 78.24334032, + "Potassium_Level": 4.841939222, + "Sodium_Level": 139.0096574, + "Smoking_Pack_Years": 34.79554058 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.86025463, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.75299353, + "White_Blood_Cell_Count": 4.766089397, + "Platelet_Count": 246.3797435, + "Albumin_Level": 3.229789402, + "Alkaline_Phosphatase_Level": 30.41160959, + "Alanine_Aminotransferase_Level": 6.744453166, + "Aspartate_Aminotransferase_Level": 13.16612725, + "Creatinine_Level": 0.867026077, + "LDH_Level": 129.0688536, + "Calcium_Level": 9.833903546, + "Phosphorus_Level": 4.917433991, + "Glucose_Level": 81.43150306, + 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"Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.71653291, + "White_Blood_Cell_Count": 8.258402314, + "Platelet_Count": 393.8186167, + "Albumin_Level": 4.208340813, + "Alkaline_Phosphatase_Level": 72.4734241, + "Alanine_Aminotransferase_Level": 31.27696598, + "Aspartate_Aminotransferase_Level": 30.62848202, + "Creatinine_Level": 0.856739787, + "LDH_Level": 206.5592416, + "Calcium_Level": 9.946042643, + "Phosphorus_Level": 2.748014425, + "Glucose_Level": 95.4532458, + "Potassium_Level": 4.27544576, + "Sodium_Level": 138.6878932, + "Smoking_Pack_Years": 0.711677193 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.94711798, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.67731227, + "White_Blood_Cell_Count": 5.495956394, + "Platelet_Count": 367.2024775, + "Albumin_Level": 3.96724335, + "Alkaline_Phosphatase_Level": 47.45565429, + "Alanine_Aminotransferase_Level": 16.50682711, + "Aspartate_Aminotransferase_Level": 37.48479758, + "Creatinine_Level": 0.963594581, + "LDH_Level": 138.3621417, + "Calcium_Level": 9.022498507, + "Phosphorus_Level": 2.504425241, + "Glucose_Level": 99.37983655, + "Potassium_Level": 4.280427889, + "Sodium_Level": 142.4282846, + "Smoking_Pack_Years": 35.07535987 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.77257236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 43, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.89151935, + "White_Blood_Cell_Count": 8.207508389, + "Platelet_Count": 290.2453124, + "Albumin_Level": 3.679443928, + "Alkaline_Phosphatase_Level": 91.34231978, + "Alanine_Aminotransferase_Level": 12.37518193, + "Aspartate_Aminotransferase_Level": 24.258688, + "Creatinine_Level": 0.863044095, + "LDH_Level": 150.6034553, + "Calcium_Level": 9.552959243, + "Phosphorus_Level": 4.254002461, + "Glucose_Level": 99.15960722, + "Potassium_Level": 4.408905658, + "Sodium_Level": 142.1128927, + "Smoking_Pack_Years": 71.62261161 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.9345549, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.88895561, + "White_Blood_Cell_Count": 8.49982404, + "Platelet_Count": 183.9743314, + "Albumin_Level": 4.951772761, + "Alkaline_Phosphatase_Level": 43.67798821, + "Alanine_Aminotransferase_Level": 36.1926298, + "Aspartate_Aminotransferase_Level": 34.6032695, + "Creatinine_Level": 1.273946238, + "LDH_Level": 247.7579548, + "Calcium_Level": 8.983723967, + "Phosphorus_Level": 3.646017377, + "Glucose_Level": 88.39417603, + "Potassium_Level": 3.636325405, + "Sodium_Level": 140.233231, + "Smoking_Pack_Years": 74.93126115 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 64.54668383, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.73309535, + "White_Blood_Cell_Count": 8.251266971, + "Platelet_Count": 315.6498125, + "Albumin_Level": 3.781390611, + "Alkaline_Phosphatase_Level": 101.036039, + "Alanine_Aminotransferase_Level": 26.96861282, + "Aspartate_Aminotransferase_Level": 16.26304562, + "Creatinine_Level": 0.573019234, + "LDH_Level": 160.2238739, + "Calcium_Level": 8.438525939, + "Phosphorus_Level": 3.900278392, + "Glucose_Level": 115.8018913, + "Potassium_Level": 3.788328466, + "Sodium_Level": 144.7298457, + "Smoking_Pack_Years": 19.5613023 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.24433858, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.48768935, + "White_Blood_Cell_Count": 3.915504192, + "Platelet_Count": 239.3886705, + "Albumin_Level": 3.29589882, + "Alkaline_Phosphatase_Level": 100.5858213, + "Alanine_Aminotransferase_Level": 27.1552969, + "Aspartate_Aminotransferase_Level": 10.95664502, + "Creatinine_Level": 1.265726403, + "LDH_Level": 142.9698091, + "Calcium_Level": 10.44317806, + "Phosphorus_Level": 2.727604573, + "Glucose_Level": 92.37286257, + "Potassium_Level": 4.058856144, + "Sodium_Level": 135.5903865, + "Smoking_Pack_Years": 35.60324052 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.44189439, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.12627824, + "White_Blood_Cell_Count": 8.127045976, + "Platelet_Count": 298.9866267, + "Albumin_Level": 4.113759388, + "Alkaline_Phosphatase_Level": 113.0776962, + "Alanine_Aminotransferase_Level": 22.44705478, + "Aspartate_Aminotransferase_Level": 45.21554087, + "Creatinine_Level": 0.986742564, + "LDH_Level": 237.5570894, + "Calcium_Level": 9.323253043, + "Phosphorus_Level": 4.911873013, + 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53.37668722, + "Alanine_Aminotransferase_Level": 10.13596731, + "Aspartate_Aminotransferase_Level": 43.09559026, + "Creatinine_Level": 0.889407452, + "LDH_Level": 215.3638454, + "Calcium_Level": 9.31133211, + "Phosphorus_Level": 3.633637153, + "Glucose_Level": 131.4048401, + "Potassium_Level": 4.348216024, + "Sodium_Level": 142.6575438, + "Smoking_Pack_Years": 51.63395422 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.77735019, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.09146847, + "White_Blood_Cell_Count": 5.321565435, + "Platelet_Count": 345.8027548, + "Albumin_Level": 3.720550565, + "Alkaline_Phosphatase_Level": 86.3300316, + "Alanine_Aminotransferase_Level": 7.891353782, + "Aspartate_Aminotransferase_Level": 18.80096688, + "Creatinine_Level": 0.763465476, + "LDH_Level": 238.45878, + "Calcium_Level": 10.03811726, + "Phosphorus_Level": 4.443768422, + "Glucose_Level": 146.9256779, + "Potassium_Level": 4.517645784, + "Sodium_Level": 142.7326112, + "Smoking_Pack_Years": 52.01382576 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.96823736, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 13.76054179, + "White_Blood_Cell_Count": 9.508697168, + "Platelet_Count": 327.7560584, + "Albumin_Level": 3.97204862, + "Alkaline_Phosphatase_Level": 32.90682533, + "Alanine_Aminotransferase_Level": 33.86298715, + "Aspartate_Aminotransferase_Level": 24.74562382, + "Creatinine_Level": 1.231268178, + "LDH_Level": 125.7673596, + "Calcium_Level": 9.054794706, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 43.39213623, + "Alanine_Aminotransferase_Level": 31.5875421, + "Aspartate_Aminotransferase_Level": 47.0311798, + "Creatinine_Level": 1.056864171, + "LDH_Level": 225.0584862, + "Calcium_Level": 9.090933568, + "Phosphorus_Level": 3.259678237, + "Glucose_Level": 144.4731007, + "Potassium_Level": 4.172177351, + "Sodium_Level": 140.5900593, + "Smoking_Pack_Years": 79.3206277 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.46099931, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.11873155, + "White_Blood_Cell_Count": 6.514022142, + "Platelet_Count": 417.6326707, + "Albumin_Level": 4.061391877, + "Alkaline_Phosphatase_Level": 110.7645745, + "Alanine_Aminotransferase_Level": 8.256079691, + "Aspartate_Aminotransferase_Level": 23.16832788, + "Creatinine_Level": 1.111519622, + "LDH_Level": 193.7701989, + "Calcium_Level": 8.582323957, + "Phosphorus_Level": 4.916363202, + "Glucose_Level": 129.1972745, + "Potassium_Level": 4.558037714, + "Sodium_Level": 143.5786665, + "Smoking_Pack_Years": 39.96605988 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.02362492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.3771686, + "White_Blood_Cell_Count": 6.839915548, + "Platelet_Count": 193.2304096, + "Albumin_Level": 4.238458544, + "Alkaline_Phosphatase_Level": 116.2481689, + "Alanine_Aminotransferase_Level": 24.13305734, + "Aspartate_Aminotransferase_Level": 40.58505367, + "Creatinine_Level": 1.436467163, + "LDH_Level": 116.8237161, + "Calcium_Level": 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.00687623, + "White_Blood_Cell_Count": 8.77510448, + "Platelet_Count": 317.1482768, + "Albumin_Level": 4.123272811, + "Alkaline_Phosphatase_Level": 31.54856847, + "Alanine_Aminotransferase_Level": 32.31427685, + "Aspartate_Aminotransferase_Level": 16.46366539, + "Creatinine_Level": 1.223037828, + "LDH_Level": 103.0633914, + "Calcium_Level": 8.714102941, + "Phosphorus_Level": 2.586169074, + "Glucose_Level": 100.671637, + "Potassium_Level": 4.460178174, + "Sodium_Level": 143.8362896, + "Smoking_Pack_Years": 73.30129352 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.43114591, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.36314083, + "White_Blood_Cell_Count": 8.765214822, + "Platelet_Count": 365.0388727, + "Albumin_Level": 4.966572132, + "Alkaline_Phosphatase_Level": 111.583358, + "Alanine_Aminotransferase_Level": 32.63493147, + "Aspartate_Aminotransferase_Level": 41.13488341, + "Creatinine_Level": 0.996992537, + "LDH_Level": 104.6482821, + "Calcium_Level": 8.691767548, + "Phosphorus_Level": 2.587356009, + "Glucose_Level": 94.06180683, + "Potassium_Level": 4.046613272, + "Sodium_Level": 142.9195853, + "Smoking_Pack_Years": 33.3276614 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.58154735, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 65, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.69328848, + "White_Blood_Cell_Count": 9.303514441, + "Platelet_Count": 196.18286, + "Albumin_Level": 4.491335718, + "Alkaline_Phosphatase_Level": 76.28224019, + "Alanine_Aminotransferase_Level": 37.0750834, + "Aspartate_Aminotransferase_Level": 12.49288894, + "Creatinine_Level": 0.867745602, + "LDH_Level": 106.2998652, + "Calcium_Level": 9.992315128, + "Phosphorus_Level": 3.28082946, + "Glucose_Level": 128.333466, + "Potassium_Level": 4.078715574, + "Sodium_Level": 136.5888651, + "Smoking_Pack_Years": 70.23438319 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.20078715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.51667932, + "White_Blood_Cell_Count": 8.699308509, + "Platelet_Count": 208.0847979, + "Albumin_Level": 4.220986237, + "Alkaline_Phosphatase_Level": 105.2817724, + "Alanine_Aminotransferase_Level": 5.670721138, + "Aspartate_Aminotransferase_Level": 22.62816891, + "Creatinine_Level": 1.31174421, + "LDH_Level": 113.0049963, + "Calcium_Level": 9.224293768, + "Phosphorus_Level": 3.817791466, + "Glucose_Level": 86.07467575, + "Potassium_Level": 4.444321038, + "Sodium_Level": 141.3252324, + "Smoking_Pack_Years": 54.8403034 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.69509551, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.93060073, + "White_Blood_Cell_Count": 4.040068422, + "Platelet_Count": 309.8421218, + "Albumin_Level": 3.476414476, + "Alkaline_Phosphatase_Level": 59.81734808, + "Alanine_Aminotransferase_Level": 10.68779282, + "Aspartate_Aminotransferase_Level": 41.19058821, + "Creatinine_Level": 0.813353373, + "LDH_Level": 143.0529414, + "Calcium_Level": 10.30972212, + "Phosphorus_Level": 3.077382337, + "Glucose_Level": 120.745337, + "Potassium_Level": 3.601385886, + "Sodium_Level": 136.6447731, + "Smoking_Pack_Years": 53.9842013 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.28641559, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.28969271, + "White_Blood_Cell_Count": 9.466880486, + "Platelet_Count": 406.0090337, + "Albumin_Level": 4.731048687, + "Alkaline_Phosphatase_Level": 35.8838467, + "Alanine_Aminotransferase_Level": 26.37355753, + "Aspartate_Aminotransferase_Level": 37.82486889, + "Creatinine_Level": 1.488990629, + "LDH_Level": 132.7419352, + "Calcium_Level": 9.213645029, + "Phosphorus_Level": 2.881736389, + "Glucose_Level": 140.3733128, + "Potassium_Level": 4.837360844, + "Sodium_Level": 144.7988079, + "Smoking_Pack_Years": 89.4873912 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.74258136, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.25570635, + "White_Blood_Cell_Count": 8.725383526, + "Platelet_Count": 212.2702827, + "Albumin_Level": 4.117013788, + "Alkaline_Phosphatase_Level": 98.99709286, + "Alanine_Aminotransferase_Level": 26.94478024, + "Aspartate_Aminotransferase_Level": 33.58378484, + "Creatinine_Level": 1.107491217, + "LDH_Level": 119.7353715, + "Calcium_Level": 8.823945168, + "Phosphorus_Level": 4.261551407, + "Glucose_Level": 134.7021136, + "Potassium_Level": 3.642428963, + "Sodium_Level": 144.4907929, + "Smoking_Pack_Years": 49.33109357 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.45636378, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 12.00418772, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.02803804, + "White_Blood_Cell_Count": 4.048189567, + "Platelet_Count": 212.1885787, + "Albumin_Level": 3.509011602, + "Alkaline_Phosphatase_Level": 114.384159, + "Alanine_Aminotransferase_Level": 20.08337024, + "Aspartate_Aminotransferase_Level": 48.42937743, + "Creatinine_Level": 1.224783051, + "LDH_Level": 230.6647653, + "Calcium_Level": 8.681957248, + "Phosphorus_Level": 2.998411763, + "Glucose_Level": 137.2059688, + "Potassium_Level": 4.902098976, + "Sodium_Level": 138.0617929, + "Smoking_Pack_Years": 89.45042266 + }, + { 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1.14465503, + "LDH_Level": 188.5338433, + "Calcium_Level": 8.063177742, + "Phosphorus_Level": 4.38951768, + "Glucose_Level": 91.9905249, + "Potassium_Level": 4.01330094, + "Sodium_Level": 142.8164863, + "Smoking_Pack_Years": 28.20715599 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.99506669, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.8902531, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.2362009, + "White_Blood_Cell_Count": 8.424562653, + "Platelet_Count": 374.697243, + "Albumin_Level": 3.493625336, + "Alkaline_Phosphatase_Level": 70.35244467, + "Alanine_Aminotransferase_Level": 32.22428823, + "Aspartate_Aminotransferase_Level": 32.33548559, + "Creatinine_Level": 1.051703644, + "LDH_Level": 240.4762613, + "Calcium_Level": 9.83654799, + "Phosphorus_Level": 3.929001378, + "Glucose_Level": 122.9509988, + "Potassium_Level": 3.622468679, + "Sodium_Level": 137.8264214, + "Smoking_Pack_Years": 49.37142173 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.10197376, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.37328914, + "White_Blood_Cell_Count": 4.628712314, + "Platelet_Count": 223.6857408, + "Albumin_Level": 4.597355467, + "Alkaline_Phosphatase_Level": 47.48167451, + "Alanine_Aminotransferase_Level": 15.12385221, + "Aspartate_Aminotransferase_Level": 10.02127952, + "Creatinine_Level": 1.2772674, + "LDH_Level": 115.8529387, + "Calcium_Level": 10.21827766, + "Phosphorus_Level": 4.39347372, + "Glucose_Level": 142.4593766, + "Potassium_Level": 4.919142244, + "Sodium_Level": 143.3976462, + "Smoking_Pack_Years": 45.51860743 + }, + { 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1.192614915, + "LDH_Level": 235.4054992, + "Calcium_Level": 9.727320673, + "Phosphorus_Level": 2.877356578, + "Glucose_Level": 139.4620971, + "Potassium_Level": 4.494662393, + "Sodium_Level": 139.8220976, + "Smoking_Pack_Years": 48.25563346 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.79178896, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.20239087, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.07115212, + "White_Blood_Cell_Count": 6.247020925, + "Platelet_Count": 272.9806762, + "Albumin_Level": 4.091910246, + "Alkaline_Phosphatase_Level": 34.66140655, + "Alanine_Aminotransferase_Level": 5.753490301, + "Aspartate_Aminotransferase_Level": 13.95818436, + "Creatinine_Level": 1.366895146, + "LDH_Level": 129.7153878, + "Calcium_Level": 9.975865037, + "Phosphorus_Level": 4.127509457, + "Glucose_Level": 141.8356512, + "Potassium_Level": 4.037305235, + "Sodium_Level": 141.6449906, + "Smoking_Pack_Years": 5.999962557 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.57050208, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.51340791, + "White_Blood_Cell_Count": 7.90987955, + "Platelet_Count": 406.5952043, + "Albumin_Level": 4.480716496, + "Alkaline_Phosphatase_Level": 97.10690989, + "Alanine_Aminotransferase_Level": 31.13396307, + "Aspartate_Aminotransferase_Level": 49.26385589, + "Creatinine_Level": 1.433595654, + "LDH_Level": 124.8010446, + "Calcium_Level": 8.437737499, + "Phosphorus_Level": 3.621452262, + "Glucose_Level": 119.5898565, + "Potassium_Level": 4.883900925, + "Sodium_Level": 143.0101035, + "Smoking_Pack_Years": 65.41509895 + }, + { 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}, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.65411549, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.18586746, + "White_Blood_Cell_Count": 9.486642858, + "Platelet_Count": 316.0906753, + "Albumin_Level": 4.460349389, + "Alkaline_Phosphatase_Level": 33.23148053, + "Alanine_Aminotransferase_Level": 15.74983136, + "Aspartate_Aminotransferase_Level": 44.32696698, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.40492493, + "White_Blood_Cell_Count": 6.564727428, + "Platelet_Count": 411.76077, + "Albumin_Level": 4.48271625, + "Alkaline_Phosphatase_Level": 42.39225142, + "Alanine_Aminotransferase_Level": 12.24396129, + "Aspartate_Aminotransferase_Level": 28.78459494, + "Creatinine_Level": 0.846403162, + "LDH_Level": 188.7314129, + "Calcium_Level": 8.015316894, + "Phosphorus_Level": 3.647540227, + "Glucose_Level": 138.3532788, + "Potassium_Level": 4.460774783, + "Sodium_Level": 140.7417025, + "Smoking_Pack_Years": 42.52863067 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.56870987, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.66059478, + "White_Blood_Cell_Count": 8.492803544, + "Platelet_Count": 178.7594543, + "Albumin_Level": 3.278186935, + "Alkaline_Phosphatase_Level": 107.7555564, + "Alanine_Aminotransferase_Level": 38.45430155, + "Aspartate_Aminotransferase_Level": 24.65003747, + "Creatinine_Level": 0.822852309, + "LDH_Level": 164.1445937, + "Calcium_Level": 9.830326802, + "Phosphorus_Level": 3.606977829, + "Glucose_Level": 138.0748357, + "Potassium_Level": 4.215841915, + "Sodium_Level": 141.5184272, + "Smoking_Pack_Years": 50.36679238 + }, + { + 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"Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.14681706, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.31711184, + "White_Blood_Cell_Count": 5.770166032, + "Platelet_Count": 328.2374964, + "Albumin_Level": 3.188980859, + "Alkaline_Phosphatase_Level": 43.02363689, + "Alanine_Aminotransferase_Level": 16.38364503, + "Aspartate_Aminotransferase_Level": 24.41923879, + "Creatinine_Level": 0.897818278, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.1268585, + "White_Blood_Cell_Count": 8.244227666, + "Platelet_Count": 433.2242263, + "Albumin_Level": 4.358346288, + "Alkaline_Phosphatase_Level": 89.75367361, + "Alanine_Aminotransferase_Level": 27.00309108, + "Aspartate_Aminotransferase_Level": 26.90935654, + "Creatinine_Level": 0.992582991, + "LDH_Level": 123.3507519, + "Calcium_Level": 9.195068382, + "Phosphorus_Level": 2.747673722, + "Glucose_Level": 122.5444451, + "Potassium_Level": 4.282164156, + "Sodium_Level": 139.8572484, + "Smoking_Pack_Years": 38.73110279 + }, + { 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.79358882, + "White_Blood_Cell_Count": 3.947423045, + "Platelet_Count": 304.4438574, + "Albumin_Level": 3.593553696, + "Alkaline_Phosphatase_Level": 117.2397864, + "Alanine_Aminotransferase_Level": 39.5090514, + "Aspartate_Aminotransferase_Level": 20.06395365, + "Creatinine_Level": 0.509901674, + "LDH_Level": 108.9395359, + "Calcium_Level": 9.205657198, + "Phosphorus_Level": 4.005649449, + "Glucose_Level": 110.6136488, + "Potassium_Level": 3.731095021, + "Sodium_Level": 142.8850215, + "Smoking_Pack_Years": 24.24512875 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.90411697, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + 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"Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.64515804, + "White_Blood_Cell_Count": 5.759296279, + "Platelet_Count": 339.7877031, + "Albumin_Level": 3.370106714, + "Alkaline_Phosphatase_Level": 114.7055011, + "Alanine_Aminotransferase_Level": 8.033063668, + "Aspartate_Aminotransferase_Level": 43.50336488, + "Creatinine_Level": 1.213555352, + "LDH_Level": 179.4434491, + "Calcium_Level": 8.720625675, + "Phosphorus_Level": 3.837459015, + "Glucose_Level": 119.7544371, + "Potassium_Level": 4.107014848, + "Sodium_Level": 138.0622738, + "Smoking_Pack_Years": 94.10081002 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.19234163, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.49697985, + "White_Blood_Cell_Count": 9.60892754, + "Platelet_Count": 248.8396033, + "Albumin_Level": 4.80104466, + "Alkaline_Phosphatase_Level": 85.63332117, + "Alanine_Aminotransferase_Level": 28.59328976, + "Aspartate_Aminotransferase_Level": 23.90272409, + "Creatinine_Level": 1.123375389, + "LDH_Level": 160.533966, + "Calcium_Level": 9.518187147, + "Phosphorus_Level": 3.752571912, + "Glucose_Level": 114.1901978, + "Potassium_Level": 4.434236103, + "Sodium_Level": 135.6216025, + "Smoking_Pack_Years": 41.83489745 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.4153891, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 109, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.18978892, + "White_Blood_Cell_Count": 8.949854849, + "Platelet_Count": 342.3347792, + "Albumin_Level": 4.343496263, + "Alkaline_Phosphatase_Level": 100.9733586, + "Alanine_Aminotransferase_Level": 5.552019941, + "Aspartate_Aminotransferase_Level": 29.53412702, + "Creatinine_Level": 0.755819092, + "LDH_Level": 110.6083444, + "Calcium_Level": 8.547466006, + "Phosphorus_Level": 2.56722666, + "Glucose_Level": 110.3445244, + "Potassium_Level": 4.303033662, + "Sodium_Level": 138.2700599, + "Smoking_Pack_Years": 23.12811309 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.66641602, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 13.03161634, + "White_Blood_Cell_Count": 8.686786675, + "Platelet_Count": 175.9795582, + "Albumin_Level": 4.423558363, + "Alkaline_Phosphatase_Level": 57.4468718, + "Alanine_Aminotransferase_Level": 19.67595068, + "Aspartate_Aminotransferase_Level": 30.51472333, + "Creatinine_Level": 0.976283381, + "LDH_Level": 235.0818227, + "Calcium_Level": 10.37233488, + "Phosphorus_Level": 3.504874792, + "Glucose_Level": 91.79768877, + "Potassium_Level": 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17.53585425, + "Aspartate_Aminotransferase_Level": 32.72263962, + "Creatinine_Level": 0.695689448, + "LDH_Level": 100.3455005, + "Calcium_Level": 8.604982928, + "Phosphorus_Level": 3.786568744, + "Glucose_Level": 110.1100731, + "Potassium_Level": 4.615289399, + "Sodium_Level": 138.0536491, + "Smoking_Pack_Years": 71.65187968 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.94830525, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 84, 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.1082841, + "White_Blood_Cell_Count": 7.815774554, + "Platelet_Count": 268.0902138, + "Albumin_Level": 3.966570632, + "Alkaline_Phosphatase_Level": 116.0759496, + "Alanine_Aminotransferase_Level": 37.5044405, + "Aspartate_Aminotransferase_Level": 44.84709247, + "Creatinine_Level": 0.74058352, + "LDH_Level": 229.0925069, + "Calcium_Level": 9.346223318, + "Phosphorus_Level": 4.271740669, + "Glucose_Level": 106.2789285, + "Potassium_Level": 4.076530791, + "Sodium_Level": 135.0667847, + "Smoking_Pack_Years": 98.11781617 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.83537366, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.50987168, + "White_Blood_Cell_Count": 6.424297022, + "Platelet_Count": 294.2180319, + "Albumin_Level": 4.610993098, + "Alkaline_Phosphatase_Level": 107.2554774, + "Alanine_Aminotransferase_Level": 26.58309614, + "Aspartate_Aminotransferase_Level": 13.29461276, + "Creatinine_Level": 1.381412858, + "LDH_Level": 174.2557339, + "Calcium_Level": 9.65830549, + "Phosphorus_Level": 4.137251468, + "Glucose_Level": 124.0117592, + "Potassium_Level": 3.595483131, + "Sodium_Level": 139.1841064, + "Smoking_Pack_Years": 12.58375156 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.08767962, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 28, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.74060654, + "White_Blood_Cell_Count": 6.441263948, + "Platelet_Count": 424.9093264, + "Albumin_Level": 3.363380382, + "Alkaline_Phosphatase_Level": 104.2449014, + "Alanine_Aminotransferase_Level": 37.21996648, + "Aspartate_Aminotransferase_Level": 25.28810727, + "Creatinine_Level": 1.025097602, + "LDH_Level": 197.7833184, + "Calcium_Level": 9.236647923, + "Phosphorus_Level": 4.46896951, + "Glucose_Level": 144.5236275, + "Potassium_Level": 4.504428413, + "Sodium_Level": 135.7093534, + "Smoking_Pack_Years": 24.94087306 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.9245428, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.22437386, + "White_Blood_Cell_Count": 7.256368709, + "Platelet_Count": 352.2963714, + "Albumin_Level": 3.345640223, + "Alkaline_Phosphatase_Level": 31.15429973, + "Alanine_Aminotransferase_Level": 17.46938725, + "Aspartate_Aminotransferase_Level": 31.12868429, + "Creatinine_Level": 1.4811939, + "LDH_Level": 197.4464357, + "Calcium_Level": 9.077565939, + "Phosphorus_Level": 4.683496649, + "Glucose_Level": 104.7752865, + "Potassium_Level": 3.565234501, + "Sodium_Level": 138.2496886, + "Smoking_Pack_Years": 96.81269575 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.9863883, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.23862672, + "White_Blood_Cell_Count": 7.268891636, + "Platelet_Count": 442.065301, + "Albumin_Level": 4.963584357, + "Alkaline_Phosphatase_Level": 48.39183273, + "Alanine_Aminotransferase_Level": 30.40457453, + "Aspartate_Aminotransferase_Level": 16.04673552, + "Creatinine_Level": 0.924197587, + "LDH_Level": 110.6547224, + "Calcium_Level": 9.250604238, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.33312535, + "White_Blood_Cell_Count": 7.91837331, + "Platelet_Count": 348.1707251, + "Albumin_Level": 4.35154077, + "Alkaline_Phosphatase_Level": 78.33019767, + "Alanine_Aminotransferase_Level": 35.31653458, + "Aspartate_Aminotransferase_Level": 34.76560409, + "Creatinine_Level": 0.926091002, + "LDH_Level": 141.0740622, + "Calcium_Level": 8.986475931, + "Phosphorus_Level": 3.1251638, + "Glucose_Level": 107.504864, + "Potassium_Level": 4.779252216, + "Sodium_Level": 141.8692854, + "Smoking_Pack_Years": 66.97919771 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.42765767, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.14510369, + "White_Blood_Cell_Count": 9.779800731, + "Platelet_Count": 244.7609392, + "Albumin_Level": 4.882178471, + "Alkaline_Phosphatase_Level": 105.7213368, + "Alanine_Aminotransferase_Level": 15.14572886, + "Aspartate_Aminotransferase_Level": 32.11634566, + "Creatinine_Level": 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"African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.06217363, + "White_Blood_Cell_Count": 8.637134553, + "Platelet_Count": 261.9203804, + "Albumin_Level": 3.770197051, + "Alkaline_Phosphatase_Level": 75.97931493, + "Alanine_Aminotransferase_Level": 25.26733731, + "Aspartate_Aminotransferase_Level": 47.90344094, + "Creatinine_Level": 0.535954672, + "LDH_Level": 173.969622, + "Calcium_Level": 10.0301202, + "Phosphorus_Level": 3.050806981, + "Glucose_Level": 136.7761009, + "Potassium_Level": 3.949037238, + "Sodium_Level": 136.0806054, + "Smoking_Pack_Years": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.59754489, + "White_Blood_Cell_Count": 4.662718891, + "Platelet_Count": 155.8532288, + "Albumin_Level": 3.827713844, + "Alkaline_Phosphatase_Level": 56.84808705, + "Alanine_Aminotransferase_Level": 5.207214363, + "Aspartate_Aminotransferase_Level": 40.58938455, + "Creatinine_Level": 0.684375465, + "LDH_Level": 167.1172761, + "Calcium_Level": 9.866239051, + "Phosphorus_Level": 4.294746855, + "Glucose_Level": 142.2118054, + "Potassium_Level": 4.62046675, + "Sodium_Level": 135.7453289, + "Smoking_Pack_Years": 4.84938956 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.1333545, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.73650474, + "White_Blood_Cell_Count": 9.221859502, + "Platelet_Count": 439.3171798, + "Albumin_Level": 3.148300107, + "Alkaline_Phosphatase_Level": 78.13938676, + "Alanine_Aminotransferase_Level": 30.70951378, + "Aspartate_Aminotransferase_Level": 28.49976418, + "Creatinine_Level": 0.85690064, + "LDH_Level": 220.2363416, + "Calcium_Level": 8.652818703, + "Phosphorus_Level": 4.858403968, + "Glucose_Level": 120.519318, + "Potassium_Level": 4.535076715, + "Sodium_Level": 143.314181, + 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"Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.04171069, + "White_Blood_Cell_Count": 4.927906934, + "Platelet_Count": 376.530039, + "Albumin_Level": 3.734651155, + "Alkaline_Phosphatase_Level": 116.0757594, + "Alanine_Aminotransferase_Level": 6.556516787, + "Aspartate_Aminotransferase_Level": 40.30459161, + "Creatinine_Level": 0.731860703, + "LDH_Level": 212.0083871, + "Calcium_Level": 8.002635846, + "Phosphorus_Level": 4.88325383, + "Glucose_Level": 138.804405, + "Potassium_Level": 3.56483002, + "Sodium_Level": 138.9584981, + "Smoking_Pack_Years": 93.23412583 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 90.23296682, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.57958402, + "White_Blood_Cell_Count": 9.42369087, + "Platelet_Count": 237.1406336, + "Albumin_Level": 3.767157892, + "Alkaline_Phosphatase_Level": 72.88611448, + "Alanine_Aminotransferase_Level": 27.22814822, + "Aspartate_Aminotransferase_Level": 37.78903311, + "Creatinine_Level": 0.715198113, + "LDH_Level": 110.459072, + "Calcium_Level": 8.060975534, + "Phosphorus_Level": 3.975499664, + "Glucose_Level": 131.5300776, + "Potassium_Level": 3.666855875, + "Sodium_Level": 144.6069599, + "Smoking_Pack_Years": 88.11449165 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.91017289, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.98477692, + "White_Blood_Cell_Count": 4.39493766, + "Platelet_Count": 215.2950973, + "Albumin_Level": 4.189793849, + "Alkaline_Phosphatase_Level": 97.11946328, + "Alanine_Aminotransferase_Level": 20.59963709, + "Aspartate_Aminotransferase_Level": 27.78993674, + "Creatinine_Level": 0.7881738, + "LDH_Level": 243.4514798, + "Calcium_Level": 9.216265631, + "Phosphorus_Level": 4.465681124, + "Glucose_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.79614107, + "White_Blood_Cell_Count": 5.392601816, + "Platelet_Count": 251.8534849, + "Albumin_Level": 3.244408427, + "Alkaline_Phosphatase_Level": 82.30727385, + "Alanine_Aminotransferase_Level": 33.63971024, + "Aspartate_Aminotransferase_Level": 46.01136872, + "Creatinine_Level": 0.656596508, + "LDH_Level": 152.3386259, + "Calcium_Level": 8.861293478, + "Phosphorus_Level": 2.568401406, + "Glucose_Level": 91.21639166, + "Potassium_Level": 3.649762477, + "Sodium_Level": 144.9401925, + "Smoking_Pack_Years": 18.0771912 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.17373517, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.49301559, + "White_Blood_Cell_Count": 4.739672019, + "Platelet_Count": 304.5924848, + "Albumin_Level": 3.537111394, + "Alkaline_Phosphatase_Level": 115.8317226, + "Alanine_Aminotransferase_Level": 33.41694503, + "Aspartate_Aminotransferase_Level": 17.99254043, + "Creatinine_Level": 0.934464583, + "LDH_Level": 236.5130779, + "Calcium_Level": 10.2814712, + "Phosphorus_Level": 4.823086474, + "Glucose_Level": 141.0417522, + "Potassium_Level": 4.911465005, + "Sodium_Level": 140.4842516, + "Smoking_Pack_Years": 76.18200294 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.27042891, + "White_Blood_Cell_Count": 9.123197384, + "Platelet_Count": 340.1531903, + "Albumin_Level": 4.983378788, + "Alkaline_Phosphatase_Level": 118.543314, + "Alanine_Aminotransferase_Level": 34.48149864, + "Aspartate_Aminotransferase_Level": 42.95466585, + "Creatinine_Level": 1.238665128, + "LDH_Level": 192.7382843, + "Calcium_Level": 9.131948181, + "Phosphorus_Level": 2.905450594, + "Glucose_Level": 142.5784866, + "Potassium_Level": 3.738303688, + "Sodium_Level": 143.7078819, + "Smoking_Pack_Years": 37.77876067 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.79543343, + "White_Blood_Cell_Count": 9.956597256, + "Platelet_Count": 253.6003123, + "Albumin_Level": 4.119776252, + "Alkaline_Phosphatase_Level": 100.5166654, + "Alanine_Aminotransferase_Level": 19.76028701, + "Aspartate_Aminotransferase_Level": 39.74987512, + "Creatinine_Level": 0.578643944, + "LDH_Level": 237.6090466, + "Calcium_Level": 9.583221052, + "Phosphorus_Level": 3.830116148, + "Glucose_Level": 139.4439328, + "Potassium_Level": 4.897259051, + "Sodium_Level": 141.3189772, + "Smoking_Pack_Years": 82.81445862 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.56250296, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.57837225, + "White_Blood_Cell_Count": 3.526275706, + "Platelet_Count": 232.3276127, + "Albumin_Level": 3.310948414, + "Alkaline_Phosphatase_Level": 106.0199195, + "Alanine_Aminotransferase_Level": 32.70588388, + "Aspartate_Aminotransferase_Level": 17.30715825, + "Creatinine_Level": 1.496523807, + "LDH_Level": 197.735359, + "Calcium_Level": 10.36951079, + "Phosphorus_Level": 4.332466722, + "Glucose_Level": 107.8787997, + "Potassium_Level": 4.090819309, + "Sodium_Level": 137.9715635, + "Smoking_Pack_Years": 18.55590915 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.94897652, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.15769319, + "White_Blood_Cell_Count": 4.000726784, + "Platelet_Count": 397.2044168, + "Albumin_Level": 3.981759128, + "Alkaline_Phosphatase_Level": 105.4653456, + "Alanine_Aminotransferase_Level": 13.44994543, + "Aspartate_Aminotransferase_Level": 39.52737397, + "Creatinine_Level": 0.749985817, + "LDH_Level": 121.8000561, + "Calcium_Level": 10.17904316, + "Phosphorus_Level": 4.341285633, + "Glucose_Level": 105.1290508, + "Potassium_Level": 4.873495888, + "Sodium_Level": 139.7260014, + "Smoking_Pack_Years": 97.2062761 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.9735866, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 110, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.04194585, + "White_Blood_Cell_Count": 4.56010978, + "Platelet_Count": 195.5111148, + "Albumin_Level": 4.378835701, + "Alkaline_Phosphatase_Level": 89.04056976, + "Alanine_Aminotransferase_Level": 39.09887725, + "Aspartate_Aminotransferase_Level": 47.66016311, + "Creatinine_Level": 0.52246892, + "LDH_Level": 164.3148052, + "Calcium_Level": 8.57090447, + "Phosphorus_Level": 2.92655325, + "Glucose_Level": 116.9519722, + "Potassium_Level": 4.102790389, + "Sodium_Level": 138.1639669, + "Smoking_Pack_Years": 30.97985931 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.53021566, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.60875541, + "White_Blood_Cell_Count": 9.081926174, + "Platelet_Count": 413.2821101, + "Albumin_Level": 3.5974614, + "Alkaline_Phosphatase_Level": 116.0203251, + "Alanine_Aminotransferase_Level": 8.479200989, + "Aspartate_Aminotransferase_Level": 25.00603383, + "Creatinine_Level": 1.005186532, + "LDH_Level": 129.7370052, + "Calcium_Level": 10.0691881, + "Phosphorus_Level": 2.90558472, + "Glucose_Level": 97.80919099, + "Potassium_Level": 4.213575036, + "Sodium_Level": 138.9377093, + "Smoking_Pack_Years": 16.84574766 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.69457393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.56357197, + "White_Blood_Cell_Count": 8.228310736, + "Platelet_Count": 206.4502056, + "Albumin_Level": 3.050780266, + "Alkaline_Phosphatase_Level": 105.9074588, + "Alanine_Aminotransferase_Level": 24.73433881, + "Aspartate_Aminotransferase_Level": 38.66427544, + "Creatinine_Level": 1.289943031, + "LDH_Level": 215.5419229, + "Calcium_Level": 8.44580713, + "Phosphorus_Level": 3.821013498, + "Glucose_Level": 94.86933625, + "Potassium_Level": 4.620622403, + "Sodium_Level": 140.839667, + "Smoking_Pack_Years": 71.5715984 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.95189011, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.80466234, + "White_Blood_Cell_Count": 8.72269606, + "Platelet_Count": 433.3517437, + "Albumin_Level": 3.235598189, + "Alkaline_Phosphatase_Level": 70.17925676, + "Alanine_Aminotransferase_Level": 10.31194053, + "Aspartate_Aminotransferase_Level": 32.31349952, + "Creatinine_Level": 0.654064582, + "LDH_Level": 186.0956942, + "Calcium_Level": 9.370376933, + "Phosphorus_Level": 4.957609718, + "Glucose_Level": 126.6591892, + "Potassium_Level": 4.834054114, + "Sodium_Level": 143.7338979, + "Smoking_Pack_Years": 89.44776076 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 87.60689007, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.37354021, + "White_Blood_Cell_Count": 8.720698299, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 15.89661378, + "White_Blood_Cell_Count": 8.850595285, + "Platelet_Count": 209.4002145, + "Albumin_Level": 4.492004519, + "Alkaline_Phosphatase_Level": 64.79527548, + "Alanine_Aminotransferase_Level": 21.68047065, + "Aspartate_Aminotransferase_Level": 42.67033732, + "Creatinine_Level": 0.722852552, + "LDH_Level": 202.0748248, + "Calcium_Level": 8.487502049, + "Phosphorus_Level": 4.450569558, + "Glucose_Level": 125.0093464, + "Potassium_Level": 4.713207943, + "Sodium_Level": 140.9465575, + "Smoking_Pack_Years": 69.30163 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.93233185, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.84007103, + "White_Blood_Cell_Count": 6.156996767, + "Platelet_Count": 228.738048, + "Albumin_Level": 4.231619497, + "Alkaline_Phosphatase_Level": 75.19645542, + "Alanine_Aminotransferase_Level": 19.75487016, + "Aspartate_Aminotransferase_Level": 34.16180293, + "Creatinine_Level": 0.620786769, + "LDH_Level": 123.823076, + "Calcium_Level": 8.585803491, + "Phosphorus_Level": 4.289842635, + "Glucose_Level": 78.36404758, + "Potassium_Level": 4.650461509, + "Sodium_Level": 139.3965069, + "Smoking_Pack_Years": 10.30027623 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.26826795, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.21472437, + "White_Blood_Cell_Count": 9.743125741, + "Platelet_Count": 421.5004155, + "Albumin_Level": 4.631645692, + "Alkaline_Phosphatase_Level": 60.48750538, + "Alanine_Aminotransferase_Level": 21.89097644, + "Aspartate_Aminotransferase_Level": 10.79286431, + "Creatinine_Level": 1.341655499, + "LDH_Level": 165.3179541, + "Calcium_Level": 8.596261464, + "Phosphorus_Level": 2.677049231, + "Glucose_Level": 133.1598032, + "Potassium_Level": 4.680773603, + "Sodium_Level": 138.0262208, + "Smoking_Pack_Years": 38.32746464 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.41573373, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.42101589, + "White_Blood_Cell_Count": 9.046762848, + "Platelet_Count": 410.7182468, + "Albumin_Level": 3.633240892, + "Alkaline_Phosphatase_Level": 116.407688, + "Alanine_Aminotransferase_Level": 18.13492502, + "Aspartate_Aminotransferase_Level": 12.98493762, + "Creatinine_Level": 1.226707668, + "LDH_Level": 170.9442308, + "Calcium_Level": 8.151020079, + "Phosphorus_Level": 3.295536582, + "Glucose_Level": 142.373923, + "Potassium_Level": 4.149071743, + "Sodium_Level": 144.1492626, + "Smoking_Pack_Years": 18.82568961 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.88160622, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": 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"African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.25807902, + "White_Blood_Cell_Count": 7.366676716, + "Platelet_Count": 399.646482, + "Albumin_Level": 4.086210281, + "Alkaline_Phosphatase_Level": 87.33733356, + "Alanine_Aminotransferase_Level": 20.19423544, + "Aspartate_Aminotransferase_Level": 16.06240245, + "Creatinine_Level": 1.227436406, + "LDH_Level": 228.8474032, + "Calcium_Level": 10.11960647, + "Phosphorus_Level": 4.136607398, + "Glucose_Level": 137.1679523, + "Potassium_Level": 4.886873561, + "Sodium_Level": 136.4117947, + 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23.59254724, + "Creatinine_Level": 1.305075054, + "LDH_Level": 226.7481109, + "Calcium_Level": 8.955939779, + "Phosphorus_Level": 4.782018977, + "Glucose_Level": 105.1923813, + "Potassium_Level": 4.508213535, + "Sodium_Level": 138.9984981, + "Smoking_Pack_Years": 54.77910189 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.85408187, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.4731951, + "White_Blood_Cell_Count": 5.245972419, + "Platelet_Count": 363.0209077, + "Albumin_Level": 3.264002734, + "Alkaline_Phosphatase_Level": 62.44716088, + "Alanine_Aminotransferase_Level": 13.00542932, + "Aspartate_Aminotransferase_Level": 15.50982656, + "Creatinine_Level": 0.807673124, + "LDH_Level": 149.5798142, + "Calcium_Level": 10.44524458, + "Phosphorus_Level": 4.988907074, + "Glucose_Level": 107.1256037, + "Potassium_Level": 4.347355071, + "Sodium_Level": 137.1058016, + "Smoking_Pack_Years": 83.29797803 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.39563854, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 18, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.00487479, + "White_Blood_Cell_Count": 9.508174646, + "Platelet_Count": 434.7049402, + "Albumin_Level": 4.933797866, + "Alkaline_Phosphatase_Level": 80.9016337, + "Alanine_Aminotransferase_Level": 26.26494878, + "Aspartate_Aminotransferase_Level": 23.49164237, + "Creatinine_Level": 1.297110475, + "LDH_Level": 231.7039544, + "Calcium_Level": 9.872379333, + "Phosphorus_Level": 2.604270846, + "Glucose_Level": 149.4417877, + "Potassium_Level": 4.53279999, + "Sodium_Level": 137.0067852, + "Smoking_Pack_Years": 33.76061878 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.18461182, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.03447506, + "White_Blood_Cell_Count": 6.465759917, + "Platelet_Count": 291.3009134, + "Albumin_Level": 3.730778915, + "Alkaline_Phosphatase_Level": 47.26617252, + "Alanine_Aminotransferase_Level": 19.28590943, + "Aspartate_Aminotransferase_Level": 15.88904775, + "Creatinine_Level": 1.194071029, + "LDH_Level": 109.60795, + "Calcium_Level": 8.49674762, + "Phosphorus_Level": 4.152106611, + "Glucose_Level": 118.1424813, + "Potassium_Level": 4.598088069, + "Sodium_Level": 143.7850949, + "Smoking_Pack_Years": 10.05295239 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.84961146, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.60812604, + "White_Blood_Cell_Count": 6.952240756, + "Platelet_Count": 371.0945177, + "Albumin_Level": 4.017595583, + "Alkaline_Phosphatase_Level": 104.0913835, + "Alanine_Aminotransferase_Level": 36.01817552, + "Aspartate_Aminotransferase_Level": 25.23870114, + "Creatinine_Level": 1.065782403, + "LDH_Level": 120.8482202, + "Calcium_Level": 9.801638092, + "Phosphorus_Level": 4.759131488, + "Glucose_Level": 120.497693, + "Potassium_Level": 4.377742249, + "Sodium_Level": 140.0868952, + "Smoking_Pack_Years": 34.43047112 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.0353173, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.36560746, + "White_Blood_Cell_Count": 8.337305148, + "Platelet_Count": 292.1034873, + "Albumin_Level": 4.345001522, + "Alkaline_Phosphatase_Level": 32.12168292, + "Alanine_Aminotransferase_Level": 23.33739023, + "Aspartate_Aminotransferase_Level": 35.42716581, + "Creatinine_Level": 0.647240033, + "LDH_Level": 196.8402852, + "Calcium_Level": 9.00832721, + "Phosphorus_Level": 3.623961048, + "Glucose_Level": 105.4454349, + "Potassium_Level": 4.483804329, + "Sodium_Level": 137.0779402, + "Smoking_Pack_Years": 66.38780354 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 53.64241724, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.02064506, + "White_Blood_Cell_Count": 6.175196887, + "Platelet_Count": 349.0604495, + "Albumin_Level": 4.163666673, + "Alkaline_Phosphatase_Level": 37.61244166, + "Alanine_Aminotransferase_Level": 20.01012256, + "Aspartate_Aminotransferase_Level": 13.00808665, + "Creatinine_Level": 1.115911155, + "LDH_Level": 161.1241605, + "Calcium_Level": 9.056437881, + "Phosphorus_Level": 3.750141277, + "Glucose_Level": 99.89298965, + "Potassium_Level": 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29.33511026, + "Aspartate_Aminotransferase_Level": 47.23945111, + "Creatinine_Level": 0.652126398, + "LDH_Level": 156.8589815, + "Calcium_Level": 8.548982553, + "Phosphorus_Level": 4.210529371, + "Glucose_Level": 111.0140938, + "Potassium_Level": 4.889385399, + "Sodium_Level": 137.6992418, + "Smoking_Pack_Years": 12.76694472 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.32198319, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 68, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 16.55592906, + "White_Blood_Cell_Count": 9.980553909, + "Platelet_Count": 236.1987394, + "Albumin_Level": 3.498904537, + "Alkaline_Phosphatase_Level": 87.74979064, + "Alanine_Aminotransferase_Level": 36.13610819, + "Aspartate_Aminotransferase_Level": 21.18847501, + "Creatinine_Level": 0.883789561, + "LDH_Level": 177.9089954, + "Calcium_Level": 9.2032681, + "Phosphorus_Level": 3.877719021, + "Glucose_Level": 116.2308987, + "Potassium_Level": 4.679926809, + "Sodium_Level": 140.9016071, + "Smoking_Pack_Years": 38.42360862 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 32.21607049, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.84976895, + "White_Blood_Cell_Count": 9.233799715, + "Platelet_Count": 198.2265113, + "Albumin_Level": 4.643298351, + "Alkaline_Phosphatase_Level": 51.17332713, + "Alanine_Aminotransferase_Level": 8.767707129, + "Aspartate_Aminotransferase_Level": 24.12683162, + "Creatinine_Level": 0.647581682, + "LDH_Level": 238.0269548, + "Calcium_Level": 9.312321995, + "Phosphorus_Level": 3.077799937, + "Glucose_Level": 99.0978354, + 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"Alanine_Aminotransferase_Level": 11.01513442, + "Aspartate_Aminotransferase_Level": 49.44038899, + "Creatinine_Level": 0.62074521, + "LDH_Level": 167.8002174, + "Calcium_Level": 8.983984866, + "Phosphorus_Level": 2.561133164, + "Glucose_Level": 74.80552447, + "Potassium_Level": 4.363261093, + "Sodium_Level": 136.9042833, + "Smoking_Pack_Years": 78.21899189 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.85219515, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 98, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.17858237, + "White_Blood_Cell_Count": 7.761465915, + "Platelet_Count": 289.1191063, + "Albumin_Level": 4.004817873, + "Alkaline_Phosphatase_Level": 101.3674028, + "Alanine_Aminotransferase_Level": 22.8251338, + "Aspartate_Aminotransferase_Level": 48.31375308, + "Creatinine_Level": 1.430035966, + "LDH_Level": 169.7001079, + "Calcium_Level": 8.839101254, + "Phosphorus_Level": 3.126082436, + "Glucose_Level": 102.6327322, + "Potassium_Level": 3.783038982, + "Sodium_Level": 136.5066975, + "Smoking_Pack_Years": 61.36191964 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.8382105, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.07798273, + "White_Blood_Cell_Count": 5.101580111, + "Platelet_Count": 342.2367348, + "Albumin_Level": 4.139681884, + "Alkaline_Phosphatase_Level": 88.25031627, + "Alanine_Aminotransferase_Level": 27.34988131, + "Aspartate_Aminotransferase_Level": 41.6276558, + "Creatinine_Level": 1.160637431, + "LDH_Level": 208.8436496, + "Calcium_Level": 9.109295806, + "Phosphorus_Level": 4.818705846, + "Glucose_Level": 132.8429711, + "Potassium_Level": 4.97564804, + "Sodium_Level": 139.4832036, + "Smoking_Pack_Years": 14.98978358 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.28427189, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.55447906, + "White_Blood_Cell_Count": 9.90668922, + "Platelet_Count": 354.4170569, + "Albumin_Level": 3.377472378, + "Alkaline_Phosphatase_Level": 72.08148819, + "Alanine_Aminotransferase_Level": 31.62718165, + "Aspartate_Aminotransferase_Level": 40.44096911, + "Creatinine_Level": 0.761394044, + "LDH_Level": 152.4110849, + "Calcium_Level": 9.646569983, + "Phosphorus_Level": 3.765583652, + "Glucose_Level": 103.0102837, + "Potassium_Level": 3.928871314, + "Sodium_Level": 143.6859061, + "Smoking_Pack_Years": 75.48028861 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.36017801, + "Tumor_Location": 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"Glucose_Level": 148.3738332, + "Potassium_Level": 4.460674163, + "Sodium_Level": 143.6573343, + "Smoking_Pack_Years": 90.99444046 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 71.16436248, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.23827786, + "White_Blood_Cell_Count": 6.274950397, + "Platelet_Count": 352.0815709, + "Albumin_Level": 3.912022526, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.82259295, + "White_Blood_Cell_Count": 3.623404349, + "Platelet_Count": 239.8899019, + "Albumin_Level": 4.6390748, + "Alkaline_Phosphatase_Level": 38.03007781, + "Alanine_Aminotransferase_Level": 38.62773047, + "Aspartate_Aminotransferase_Level": 11.4920472, + "Creatinine_Level": 0.509216437, + "LDH_Level": 235.2273629, + "Calcium_Level": 8.77572625, + "Phosphorus_Level": 2.891658359, + "Glucose_Level": 113.9205688, + "Potassium_Level": 3.722681764, + "Sodium_Level": 136.3886092, + "Smoking_Pack_Years": 27.90773992 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 61.0603089, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.9846516, + "White_Blood_Cell_Count": 9.950156619, + "Platelet_Count": 370.1131635, + "Albumin_Level": 4.266877768, + "Alkaline_Phosphatase_Level": 104.8546553, + "Alanine_Aminotransferase_Level": 39.43488622, + "Aspartate_Aminotransferase_Level": 25.53978499, + "Creatinine_Level": 1.046067212, + "LDH_Level": 238.472389, + "Calcium_Level": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.61802348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.28369535, + "White_Blood_Cell_Count": 4.806623036, + "Platelet_Count": 179.303775, + "Albumin_Level": 3.370095349, + "Alkaline_Phosphatase_Level": 49.564181, + "Alanine_Aminotransferase_Level": 13.75605463, + "Aspartate_Aminotransferase_Level": 35.88818112, + "Creatinine_Level": 0.707923849, + "LDH_Level": 166.0637923, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.47335809, + "White_Blood_Cell_Count": 8.862213289, + "Platelet_Count": 214.9478635, + "Albumin_Level": 3.777792809, + "Alkaline_Phosphatase_Level": 117.4831347, + "Alanine_Aminotransferase_Level": 35.5366824, + "Aspartate_Aminotransferase_Level": 30.82164118, + "Creatinine_Level": 0.838133529, + "LDH_Level": 191.4171437, + "Calcium_Level": 9.970493035, + "Phosphorus_Level": 3.101571699, + "Glucose_Level": 142.8491337, + "Potassium_Level": 3.666423338, + "Sodium_Level": 144.1020112, + "Smoking_Pack_Years": 2.76868342 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.51973084, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.64598011, + "White_Blood_Cell_Count": 5.463367646, + "Platelet_Count": 262.9312363, + "Albumin_Level": 4.776597278, + "Alkaline_Phosphatase_Level": 93.63248952, + "Alanine_Aminotransferase_Level": 15.92548325, + "Aspartate_Aminotransferase_Level": 23.77431828, + "Creatinine_Level": 0.997697832, + "LDH_Level": 206.1927369, + "Calcium_Level": 8.733439809, + "Phosphorus_Level": 3.824248762, + "Glucose_Level": 137.0886352, + "Potassium_Level": 3.636215439, + "Sodium_Level": 135.1774196, + "Smoking_Pack_Years": 92.2149798 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.52254091, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.08746629, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.26669953, + "White_Blood_Cell_Count": 8.412108444, + "Platelet_Count": 270.9077541, + "Albumin_Level": 4.234749693, + "Alkaline_Phosphatase_Level": 119.4607142, + "Alanine_Aminotransferase_Level": 7.124387747, + "Aspartate_Aminotransferase_Level": 41.64810013, + "Creatinine_Level": 0.99711034, + "LDH_Level": 202.8779047, + "Calcium_Level": 9.732570931, + "Phosphorus_Level": 4.571987224, + "Glucose_Level": 91.83214422, + "Potassium_Level": 3.622833446, + "Sodium_Level": 140.4012458, + "Smoking_Pack_Years": 99.87284068 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.89523528, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.47566774, + "White_Blood_Cell_Count": 4.07008791, + "Platelet_Count": 429.0528367, + "Albumin_Level": 3.511000216, + "Alkaline_Phosphatase_Level": 92.61408126, + "Alanine_Aminotransferase_Level": 18.57387567, + "Aspartate_Aminotransferase_Level": 38.97034353, + "Creatinine_Level": 1.420704291, + "LDH_Level": 199.207347, + "Calcium_Level": 9.814137987, + "Phosphorus_Level": 4.9776275, + "Glucose_Level": 95.06526333, + "Potassium_Level": 4.665096345, + "Sodium_Level": 136.0008457, + "Smoking_Pack_Years": 4.890076147 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.06048272, + "White_Blood_Cell_Count": 7.679031037, + "Platelet_Count": 213.4448292, + "Albumin_Level": 4.676222823, + "Alkaline_Phosphatase_Level": 68.23172173, + "Alanine_Aminotransferase_Level": 37.7168218, + "Aspartate_Aminotransferase_Level": 15.76481193, + "Creatinine_Level": 1.011596782, + "LDH_Level": 126.9115789, + "Calcium_Level": 9.188178558, + "Phosphorus_Level": 3.556523591, + "Glucose_Level": 135.0665412, + "Potassium_Level": 4.304566746, + "Sodium_Level": 142.3266407, + "Smoking_Pack_Years": 26.9014853 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.06490801, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 27.39866885, + "Creatinine_Level": 0.742882188, + "LDH_Level": 219.6060272, + "Calcium_Level": 8.779074679, + "Phosphorus_Level": 2.761930596, + "Glucose_Level": 145.1593774, + "Potassium_Level": 4.693457942, + "Sodium_Level": 141.6033143, + "Smoking_Pack_Years": 16.67090617 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.46816026, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.97114718, + "White_Blood_Cell_Count": 5.416314352, + "Platelet_Count": 239.2773303, + "Albumin_Level": 3.961937486, + "Alkaline_Phosphatase_Level": 42.32361936, + "Alanine_Aminotransferase_Level": 16.46210328, + "Aspartate_Aminotransferase_Level": 24.77577783, + "Creatinine_Level": 0.652747969, + "LDH_Level": 209.3066239, + "Calcium_Level": 8.593364148, + "Phosphorus_Level": 4.857351176, + "Glucose_Level": 82.852745, + "Potassium_Level": 3.870811996, + "Sodium_Level": 143.7560126, + "Smoking_Pack_Years": 73.8529617 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.37762617, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.24025485, + "White_Blood_Cell_Count": 6.090338977, + "Platelet_Count": 192.4798758, + "Albumin_Level": 3.237984682, + "Alkaline_Phosphatase_Level": 51.10401278, + "Alanine_Aminotransferase_Level": 5.907062085, + "Aspartate_Aminotransferase_Level": 40.67967647, + "Creatinine_Level": 1.333480952, + "LDH_Level": 167.2910271, + "Calcium_Level": 8.206084106, + "Phosphorus_Level": 3.860101283, + "Glucose_Level": 143.2496568, + "Potassium_Level": 4.31867945, + "Sodium_Level": 137.1352518, + "Smoking_Pack_Years": 41.2766226 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 39.03917886, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.2772863, + "White_Blood_Cell_Count": 5.004968827, + "Platelet_Count": 185.1249327, + "Albumin_Level": 3.057530491, + "Alkaline_Phosphatase_Level": 91.31010984, + "Alanine_Aminotransferase_Level": 7.950314297, + "Aspartate_Aminotransferase_Level": 44.52451747, + "Creatinine_Level": 0.631453584, + "LDH_Level": 199.4876309, + "Calcium_Level": 10.37471512, + "Phosphorus_Level": 4.926551473, + "Glucose_Level": 111.2360523, + "Potassium_Level": 4.992238674, + "Sodium_Level": 140.9307495, + "Smoking_Pack_Years": 77.80614814 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.0087334, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.4437793, + "White_Blood_Cell_Count": 5.099495405, + "Platelet_Count": 195.4841996, + "Albumin_Level": 3.992756992, + "Alkaline_Phosphatase_Level": 44.61290226, + "Alanine_Aminotransferase_Level": 27.93401928, + "Aspartate_Aminotransferase_Level": 22.76774734, + "Creatinine_Level": 1.438712271, + "LDH_Level": 209.5896299, + "Calcium_Level": 10.01043099, + "Phosphorus_Level": 4.121550324, + "Glucose_Level": 135.7517943, + "Potassium_Level": 4.68233598, + "Sodium_Level": 135.8818416, + "Smoking_Pack_Years": 60.47940435 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.88213814, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.73196746, + "White_Blood_Cell_Count": 9.616883896, + "Platelet_Count": 368.2382725, + "Albumin_Level": 4.499444573, + "Alkaline_Phosphatase_Level": 108.8372547, + "Alanine_Aminotransferase_Level": 17.91196177, + "Aspartate_Aminotransferase_Level": 18.74410381, + "Creatinine_Level": 0.613438878, + "LDH_Level": 230.7835758, + "Calcium_Level": 9.135416703, + "Phosphorus_Level": 2.914854197, + "Glucose_Level": 118.9802846, + "Potassium_Level": 3.518782332, + "Sodium_Level": 139.0382188, + "Smoking_Pack_Years": 8.133737323 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.74669717, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 106, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.65655442, + "White_Blood_Cell_Count": 6.965942362, + "Platelet_Count": 385.1134202, + "Albumin_Level": 3.411276716, + "Alkaline_Phosphatase_Level": 47.68956273, + "Alanine_Aminotransferase_Level": 31.48573713, + "Aspartate_Aminotransferase_Level": 32.18649912, + "Creatinine_Level": 1.051796257, + "LDH_Level": 247.6159668, + "Calcium_Level": 8.58290416, + "Phosphorus_Level": 2.846663013, + "Glucose_Level": 148.585454, + "Potassium_Level": 4.761275746, + "Sodium_Level": 138.5474253, + "Smoking_Pack_Years": 17.24853871 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.28010562, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.06908306, + "White_Blood_Cell_Count": 6.282743347, + "Platelet_Count": 174.1390256, + "Albumin_Level": 4.106420825, + "Alkaline_Phosphatase_Level": 72.29627385, + "Alanine_Aminotransferase_Level": 21.09745103, + "Aspartate_Aminotransferase_Level": 44.25531541, + "Creatinine_Level": 0.607362591, + "LDH_Level": 129.9166511, + "Calcium_Level": 9.905972006, + "Phosphorus_Level": 4.565248099, + "Glucose_Level": 84.18769843, + "Potassium_Level": 4.857342666, + "Sodium_Level": 143.540312, + "Smoking_Pack_Years": 3.806761191 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.10141551, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.00882743, + "White_Blood_Cell_Count": 9.827401505, + "Platelet_Count": 215.2125007, + "Albumin_Level": 3.14841653, + "Alkaline_Phosphatase_Level": 40.36531049, + "Alanine_Aminotransferase_Level": 35.53329821, + "Aspartate_Aminotransferase_Level": 17.44599283, + "Creatinine_Level": 1.136810695, + "LDH_Level": 213.6313113, + "Calcium_Level": 8.084589182, + "Phosphorus_Level": 4.327528638, + "Glucose_Level": 115.2162735, + "Potassium_Level": 3.588145618, + "Sodium_Level": 136.3997523, + "Smoking_Pack_Years": 99.3669189 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.87075729, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 105, + 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"Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.54263112, + "White_Blood_Cell_Count": 5.935403231, + "Platelet_Count": 255.3812459, + "Albumin_Level": 4.293406435, + "Alkaline_Phosphatase_Level": 73.31586317, + "Alanine_Aminotransferase_Level": 8.304243595, + "Aspartate_Aminotransferase_Level": 11.75962481, + "Creatinine_Level": 1.174026058, + "LDH_Level": 249.7507355, + "Calcium_Level": 8.434914297, + "Phosphorus_Level": 4.882463961, + "Glucose_Level": 147.0126637, + "Potassium_Level": 3.69712595, + "Sodium_Level": 143.5197498, + "Smoking_Pack_Years": 68.06984913 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.53240579, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.45840442, + "White_Blood_Cell_Count": 7.708423814, + "Platelet_Count": 158.2452525, + "Albumin_Level": 3.948986904, + "Alkaline_Phosphatase_Level": 79.62333637, + "Alanine_Aminotransferase_Level": 27.35341308, + "Aspartate_Aminotransferase_Level": 40.25136365, + "Creatinine_Level": 1.459994319, + "LDH_Level": 199.7240546, + "Calcium_Level": 10.17612613, + "Phosphorus_Level": 2.553373543, + "Glucose_Level": 127.1758505, + "Potassium_Level": 3.902525485, + "Sodium_Level": 138.1710476, + "Smoking_Pack_Years": 93.44707334 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.0296447, + "Tumor_Location": 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"Glucose_Level": 117.973221, + "Potassium_Level": 4.499941932, + "Sodium_Level": 137.2503471, + "Smoking_Pack_Years": 68.57431196 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 69.6473936, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.24079317, + "White_Blood_Cell_Count": 5.873165974, + "Platelet_Count": 356.5310493, + "Albumin_Level": 3.729161395, + "Alkaline_Phosphatase_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.82877815, + "White_Blood_Cell_Count": 7.420826294, + "Platelet_Count": 303.7173664, + "Albumin_Level": 4.386225004, + "Alkaline_Phosphatase_Level": 112.8740431, + "Alanine_Aminotransferase_Level": 19.43933203, + "Aspartate_Aminotransferase_Level": 10.45021861, + "Creatinine_Level": 1.49652637, + "LDH_Level": 181.8842601, + "Calcium_Level": 8.765145443, + "Phosphorus_Level": 3.867074637, + "Glucose_Level": 141.1809011, + "Potassium_Level": 3.939766321, + "Sodium_Level": 142.7872218, + "Smoking_Pack_Years": 49.64414718 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.52007806, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.92137357, + "White_Blood_Cell_Count": 4.272612466, + "Platelet_Count": 297.753161, + "Albumin_Level": 3.023511847, + "Alkaline_Phosphatase_Level": 41.01325533, + "Alanine_Aminotransferase_Level": 25.57070907, + "Aspartate_Aminotransferase_Level": 12.38208276, + "Creatinine_Level": 1.174527795, + "LDH_Level": 153.1906233, + "Calcium_Level": 9.266683216, + "Phosphorus_Level": 4.170526321, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.41895155, + "White_Blood_Cell_Count": 6.797032051, + "Platelet_Count": 361.054015, + "Albumin_Level": 4.233462695, + "Alkaline_Phosphatase_Level": 44.73641671, + "Alanine_Aminotransferase_Level": 36.92827211, + "Aspartate_Aminotransferase_Level": 15.96359638, + "Creatinine_Level": 0.626515441, + "LDH_Level": 155.9415038, + "Calcium_Level": 10.34039922, + "Phosphorus_Level": 3.717914089, + "Glucose_Level": 114.2181736, + "Potassium_Level": 4.219454319, + "Sodium_Level": 142.4119899, + "Smoking_Pack_Years": 90.00813178 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.30209965, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.41592702, + "White_Blood_Cell_Count": 5.377868835, + "Platelet_Count": 326.2576931, + "Albumin_Level": 3.281341533, + "Alkaline_Phosphatase_Level": 66.58110383, + "Alanine_Aminotransferase_Level": 17.26104611, + "Aspartate_Aminotransferase_Level": 26.94852021, + "Creatinine_Level": 0.915820743, + "LDH_Level": 181.6063377, + "Calcium_Level": 8.109758989, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.93105685, + "White_Blood_Cell_Count": 8.767466269, + "Platelet_Count": 429.4118439, + "Albumin_Level": 3.220696206, + "Alkaline_Phosphatase_Level": 68.55822353, + "Alanine_Aminotransferase_Level": 30.14979946, + "Aspartate_Aminotransferase_Level": 40.86540631, + "Creatinine_Level": 0.988088327, + "LDH_Level": 199.3243596, + "Calcium_Level": 9.566221457, + "Phosphorus_Level": 4.639390807, + "Glucose_Level": 91.08442536, + "Potassium_Level": 4.06165119, + "Sodium_Level": 135.2427197, + "Smoking_Pack_Years": 50.41071195 + }, + { + "Age": 50, + "Gender": "Male", 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154.9125411, + "Calcium_Level": 9.205468238, + "Phosphorus_Level": 2.83161415, + "Glucose_Level": 117.8652853, + "Potassium_Level": 3.546498016, + "Sodium_Level": 139.538691, + "Smoking_Pack_Years": 49.8507494 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.87472721, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.61638874, + "White_Blood_Cell_Count": 7.417328835, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.15037571, + "White_Blood_Cell_Count": 6.123919824, + "Platelet_Count": 356.4232177, + "Albumin_Level": 3.733203542, + "Alkaline_Phosphatase_Level": 53.24042, + "Alanine_Aminotransferase_Level": 15.93672527, + "Aspartate_Aminotransferase_Level": 36.19183768, + "Creatinine_Level": 1.353232301, + "LDH_Level": 207.0615502, + "Calcium_Level": 10.18486001, + "Phosphorus_Level": 2.921642509, + "Glucose_Level": 133.3910019, + "Potassium_Level": 4.566901541, + "Sodium_Level": 137.9602511, + "Smoking_Pack_Years": 10.49867283 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.88545037, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.94263745, + "White_Blood_Cell_Count": 7.811151948, + "Platelet_Count": 335.3619842, + "Albumin_Level": 3.564964355, + "Alkaline_Phosphatase_Level": 114.8592272, + "Alanine_Aminotransferase_Level": 17.22566036, + "Aspartate_Aminotransferase_Level": 42.96058267, + "Creatinine_Level": 0.876993285, + "LDH_Level": 166.644951, + "Calcium_Level": 9.836366199, + "Phosphorus_Level": 4.20020841, + "Glucose_Level": 72.02859545, + "Potassium_Level": 4.061787537, + "Sodium_Level": 138.8099032, + "Smoking_Pack_Years": 99.70346161 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.30321557, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.69329874, + "White_Blood_Cell_Count": 9.320443248, + "Platelet_Count": 404.4484299, + "Albumin_Level": 3.127917426, + "Alkaline_Phosphatase_Level": 116.8857902, + "Alanine_Aminotransferase_Level": 7.311794381, + "Aspartate_Aminotransferase_Level": 25.15127384, + "Creatinine_Level": 1.461330421, + "LDH_Level": 103.0976654, + "Calcium_Level": 9.749400467, + "Phosphorus_Level": 3.477709599, + "Glucose_Level": 143.5417107, + "Potassium_Level": 4.478960472, + "Sodium_Level": 143.0276136, + "Smoking_Pack_Years": 16.99946233 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.65862643, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.31858426, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.79365165, + "White_Blood_Cell_Count": 3.655230434, + "Platelet_Count": 185.9568443, + "Albumin_Level": 3.752815843, + "Alkaline_Phosphatase_Level": 97.54165749, + "Alanine_Aminotransferase_Level": 8.552375947, + "Aspartate_Aminotransferase_Level": 49.96780373, + "Creatinine_Level": 0.697482276, + "LDH_Level": 247.1111225, + "Calcium_Level": 8.685537767, + "Phosphorus_Level": 4.871458786, + "Glucose_Level": 115.2492753, + "Potassium_Level": 4.667953563, + "Sodium_Level": 139.2133927, + "Smoking_Pack_Years": 70.67836521 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.02390577, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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136.5513748, + "Smoking_Pack_Years": 22.1438114 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.67131307, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.28179453, + "White_Blood_Cell_Count": 4.023181407, + "Platelet_Count": 180.646489, + "Albumin_Level": 3.368141077, + "Alkaline_Phosphatase_Level": 71.47519025, + "Alanine_Aminotransferase_Level": 12.30103598, + "Aspartate_Aminotransferase_Level": 39.22543749, + "Creatinine_Level": 1.122110976, + "LDH_Level": 147.2264498, + "Calcium_Level": 9.22913225, + "Phosphorus_Level": 4.991370492, + "Glucose_Level": 108.4355825, + "Potassium_Level": 4.192956594, + "Sodium_Level": 142.3421332, + "Smoking_Pack_Years": 51.86269496 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.64006013, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 92, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.16909413, + "White_Blood_Cell_Count": 6.746138159, + "Platelet_Count": 320.3111652, + "Albumin_Level": 4.851944955, + "Alkaline_Phosphatase_Level": 54.21325111, + "Alanine_Aminotransferase_Level": 17.681329, + "Aspartate_Aminotransferase_Level": 23.8080051, + "Creatinine_Level": 0.948097625, + "LDH_Level": 124.2134053, + "Calcium_Level": 9.678093397, + "Phosphorus_Level": 4.312623416, + "Glucose_Level": 78.92472284, + "Potassium_Level": 4.186472515, + "Sodium_Level": 139.1759631, + "Smoking_Pack_Years": 12.50090427 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.94172235, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + 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"Aspartate_Aminotransferase_Level": 13.66230302, + "Creatinine_Level": 0.526360589, + "LDH_Level": 131.4285828, + "Calcium_Level": 9.174504976, + "Phosphorus_Level": 2.511819624, + "Glucose_Level": 106.9605343, + "Potassium_Level": 4.357443242, + "Sodium_Level": 144.7004731, + "Smoking_Pack_Years": 12.38887376 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.82394231, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 108, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.45181098, + "White_Blood_Cell_Count": 9.23751079, + "Platelet_Count": 357.2239785, + "Albumin_Level": 4.680568564, + "Alkaline_Phosphatase_Level": 65.36293188, + "Alanine_Aminotransferase_Level": 20.10995052, + "Aspartate_Aminotransferase_Level": 24.23856827, + "Creatinine_Level": 1.207434867, + "LDH_Level": 163.3427704, + "Calcium_Level": 10.33140659, + "Phosphorus_Level": 3.260941826, + "Glucose_Level": 90.60434944, + "Potassium_Level": 3.972236238, + "Sodium_Level": 135.4762009, + "Smoking_Pack_Years": 51.74576605 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.3922206, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 17, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.5692691, + "White_Blood_Cell_Count": 6.778884098, + "Platelet_Count": 400.1039288, + "Albumin_Level": 3.756972927, + "Alkaline_Phosphatase_Level": 33.6592087, + "Alanine_Aminotransferase_Level": 27.05208184, + "Aspartate_Aminotransferase_Level": 32.16166793, + "Creatinine_Level": 1.342720193, + "LDH_Level": 228.2314967, + "Calcium_Level": 9.629431481, + "Phosphorus_Level": 3.850646413, + "Glucose_Level": 123.8404918, + "Potassium_Level": 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"Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.9430149, + "White_Blood_Cell_Count": 5.0648533, + "Platelet_Count": 395.2161885, + "Albumin_Level": 3.213338428, + "Alkaline_Phosphatase_Level": 32.86687266, + "Alanine_Aminotransferase_Level": 19.45496634, + "Aspartate_Aminotransferase_Level": 13.61263721, + "Creatinine_Level": 0.920741437, + "LDH_Level": 118.7133936, + "Calcium_Level": 8.756921232, + "Phosphorus_Level": 4.321353464, + "Glucose_Level": 143.8360433, + "Potassium_Level": 4.49773134, + "Sodium_Level": 140.7377967, + "Smoking_Pack_Years": 81.62494059 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.39278393, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.53671547, + "White_Blood_Cell_Count": 4.867761559, + "Platelet_Count": 211.2688015, + "Albumin_Level": 4.114170291, + "Alkaline_Phosphatase_Level": 48.46569223, + "Alanine_Aminotransferase_Level": 30.17915714, + "Aspartate_Aminotransferase_Level": 12.99800586, + "Creatinine_Level": 0.687792239, + "LDH_Level": 195.4373303, + "Calcium_Level": 10.45972345, + "Phosphorus_Level": 3.67553097, + "Glucose_Level": 102.6548957, + "Potassium_Level": 3.82142319, + "Sodium_Level": 138.9006772, + "Smoking_Pack_Years": 20.51885846 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.86606027, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.99251972, + "White_Blood_Cell_Count": 6.116473894, + "Platelet_Count": 354.1412023, + "Albumin_Level": 3.20344283, + "Alkaline_Phosphatase_Level": 100.1019173, + "Alanine_Aminotransferase_Level": 19.16764663, + "Aspartate_Aminotransferase_Level": 41.57250026, + "Creatinine_Level": 1.444237861, + "LDH_Level": 137.2505991, + "Calcium_Level": 10.47988875, + "Phosphorus_Level": 2.551936698, + "Glucose_Level": 105.11811, + "Potassium_Level": 4.002251599, + "Sodium_Level": 141.8367391, + "Smoking_Pack_Years": 79.74190009 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.47604841, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 113, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.22361656, + "White_Blood_Cell_Count": 8.931781986, + "Platelet_Count": 410.6255086, + "Albumin_Level": 3.031976311, + "Alkaline_Phosphatase_Level": 53.05646667, + "Alanine_Aminotransferase_Level": 25.02996274, + "Aspartate_Aminotransferase_Level": 11.66204205, + "Creatinine_Level": 1.036453216, + "LDH_Level": 174.8944605, + "Calcium_Level": 10.28974188, + "Phosphorus_Level": 2.509942973, + "Glucose_Level": 123.9298148, + "Potassium_Level": 3.75706668, + "Sodium_Level": 142.1007847, + "Smoking_Pack_Years": 93.82060291 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.23606558, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.2232344, + "White_Blood_Cell_Count": 5.120929505, + "Platelet_Count": 300.6766062, + "Albumin_Level": 4.234674713, + "Alkaline_Phosphatase_Level": 61.24949177, + "Alanine_Aminotransferase_Level": 18.60923029, + "Aspartate_Aminotransferase_Level": 36.2593515, + "Creatinine_Level": 0.852406745, + "LDH_Level": 248.5873457, + "Calcium_Level": 9.864391299, + "Phosphorus_Level": 4.522016835, + "Glucose_Level": 126.4036839, + "Potassium_Level": 4.479972766, + "Sodium_Level": 138.5204118, + "Smoking_Pack_Years": 73.01654559 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.52038614, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.25370791, + "White_Blood_Cell_Count": 5.521733633, + "Platelet_Count": 433.6525106, + "Albumin_Level": 3.527320797, + "Alkaline_Phosphatase_Level": 67.61949948, + "Alanine_Aminotransferase_Level": 30.92028562, + "Aspartate_Aminotransferase_Level": 15.72118363, + "Creatinine_Level": 1.154422979, + "LDH_Level": 165.4530428, + "Calcium_Level": 8.447652692, + "Phosphorus_Level": 4.241725891, + "Glucose_Level": 132.9617963, + "Potassium_Level": 3.542926274, + "Sodium_Level": 137.9729218, + "Smoking_Pack_Years": 41.06708951 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 18.16429712, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.59472137, + "White_Blood_Cell_Count": 8.493769168, + "Platelet_Count": 441.3545313, + "Albumin_Level": 3.729478463, + "Alkaline_Phosphatase_Level": 76.28716009, + "Alanine_Aminotransferase_Level": 32.00782858, + "Aspartate_Aminotransferase_Level": 45.67704766, + "Creatinine_Level": 1.183601651, + "LDH_Level": 189.5605393, + "Calcium_Level": 9.015167975, + "Phosphorus_Level": 4.054826506, + "Glucose_Level": 121.7161168, + "Potassium_Level": 3.510339314, + "Sodium_Level": 143.1361778, + "Smoking_Pack_Years": 2.686202468 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.38783483, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.64708849, + "White_Blood_Cell_Count": 6.058426476, + "Platelet_Count": 238.614935, + "Albumin_Level": 3.106644409, + "Alkaline_Phosphatase_Level": 70.09465259, + "Alanine_Aminotransferase_Level": 14.54868075, + "Aspartate_Aminotransferase_Level": 20.01223605, + "Creatinine_Level": 0.612939528, + "LDH_Level": 210.5731732, + "Calcium_Level": 10.15800735, + "Phosphorus_Level": 3.150735488, + "Glucose_Level": 134.7902142, + "Potassium_Level": 4.784742983, + "Sodium_Level": 138.775239, + "Smoking_Pack_Years": 2.990320916 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.18940075, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.75778282, + "White_Blood_Cell_Count": 6.398575854, + "Platelet_Count": 175.210731, + "Albumin_Level": 3.556379782, + "Alkaline_Phosphatase_Level": 32.97734118, + "Alanine_Aminotransferase_Level": 22.56192407, + "Aspartate_Aminotransferase_Level": 42.57022536, + "Creatinine_Level": 1.027054488, + "LDH_Level": 109.3267211, + "Calcium_Level": 10.354678, + "Phosphorus_Level": 3.560056488, + "Glucose_Level": 134.6024419, + "Potassium_Level": 3.815326909, + "Sodium_Level": 137.6321678, + "Smoking_Pack_Years": 76.71336639 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.41409565, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.41910043, + "White_Blood_Cell_Count": 4.642941862, + "Platelet_Count": 345.6098334, + "Albumin_Level": 4.886462758, + "Alkaline_Phosphatase_Level": 96.91557397, + "Alanine_Aminotransferase_Level": 16.17295025, + "Aspartate_Aminotransferase_Level": 13.67021025, + "Creatinine_Level": 0.511188253, + "LDH_Level": 188.2648677, + "Calcium_Level": 10.39872728, + "Phosphorus_Level": 3.548459525, + "Glucose_Level": 98.98929682, + "Potassium_Level": 4.144679369, + "Sodium_Level": 142.4648155, + "Smoking_Pack_Years": 9.032826406 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.73907442, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.35641576, + "White_Blood_Cell_Count": 8.364017024, + "Platelet_Count": 291.4743592, + "Albumin_Level": 4.080416923, + "Alkaline_Phosphatase_Level": 54.07248147, + "Alanine_Aminotransferase_Level": 27.39441194, + "Aspartate_Aminotransferase_Level": 29.45965985, + "Creatinine_Level": 1.153775397, + "LDH_Level": 213.9442414, + "Calcium_Level": 9.043442008, + "Phosphorus_Level": 4.622251066, + "Glucose_Level": 87.58631883, + "Potassium_Level": 4.377857383, + "Sodium_Level": 138.7608662, + "Smoking_Pack_Years": 61.54390509 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.98579698, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 16.3556009, + "White_Blood_Cell_Count": 7.224596283, + "Platelet_Count": 283.240083, + "Albumin_Level": 4.333014565, + "Alkaline_Phosphatase_Level": 55.61001212, + "Alanine_Aminotransferase_Level": 7.672902807, + "Aspartate_Aminotransferase_Level": 25.22754633, + "Creatinine_Level": 1.113762414, + "LDH_Level": 121.4944514, + "Calcium_Level": 8.446198587, + "Phosphorus_Level": 3.060268482, + "Glucose_Level": 89.92001073, + "Potassium_Level": 3.626688512, + "Sodium_Level": 137.2266923, + "Smoking_Pack_Years": 89.0713183 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.25768532, + "White_Blood_Cell_Count": 3.868796885, + "Platelet_Count": 231.4453167, + "Albumin_Level": 3.69813353, + "Alkaline_Phosphatase_Level": 47.05950485, + "Alanine_Aminotransferase_Level": 22.00391738, + "Aspartate_Aminotransferase_Level": 44.29763054, + "Creatinine_Level": 0.786857746, + "LDH_Level": 246.1541191, + "Calcium_Level": 9.453556395, + "Phosphorus_Level": 3.008742222, + "Glucose_Level": 71.46024536, + "Potassium_Level": 4.375309572, + "Sodium_Level": 143.1244651, + "Smoking_Pack_Years": 91.84345976 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.64836531, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.35172307, + "White_Blood_Cell_Count": 7.14847687, + "Platelet_Count": 297.0510896, + "Albumin_Level": 3.915628731, + "Alkaline_Phosphatase_Level": 65.73577003, + "Alanine_Aminotransferase_Level": 8.241577683, + "Aspartate_Aminotransferase_Level": 23.5456186, + "Creatinine_Level": 0.569152509, + "LDH_Level": 224.3445853, + "Calcium_Level": 9.056032877, + "Phosphorus_Level": 2.516123543, + "Glucose_Level": 78.81461897, + "Potassium_Level": 4.580472459, + "Sodium_Level": 144.4533121, + "Smoking_Pack_Years": 82.80876054 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.63417113, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.2785875, + "White_Blood_Cell_Count": 5.185360057, + "Platelet_Count": 384.8931583, + "Albumin_Level": 3.085670833, + "Alkaline_Phosphatase_Level": 42.33028373, + "Alanine_Aminotransferase_Level": 18.31008406, + "Aspartate_Aminotransferase_Level": 18.1591219, 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"White_Blood_Cell_Count": 6.293431484, + "Platelet_Count": 424.9136241, + "Albumin_Level": 3.487208721, + "Alkaline_Phosphatase_Level": 40.57678648, + "Alanine_Aminotransferase_Level": 29.6846827, + "Aspartate_Aminotransferase_Level": 14.55164256, + "Creatinine_Level": 1.349679246, + "LDH_Level": 145.261457, + "Calcium_Level": 9.729267191, + "Phosphorus_Level": 4.269491457, + "Glucose_Level": 102.8054842, + "Potassium_Level": 4.997380192, + "Sodium_Level": 144.9748146, + "Smoking_Pack_Years": 90.71865331 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.73658286, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.90102182, + "White_Blood_Cell_Count": 6.640013004, + "Platelet_Count": 209.7083226, + "Albumin_Level": 4.845944895, + "Alkaline_Phosphatase_Level": 64.74589237, + "Alanine_Aminotransferase_Level": 27.21980413, + "Aspartate_Aminotransferase_Level": 49.61501326, + "Creatinine_Level": 0.819204036, + "LDH_Level": 100.8629859, + "Calcium_Level": 9.862934929, + "Phosphorus_Level": 4.571073638, + "Glucose_Level": 142.5616445, + "Potassium_Level": 3.977885313, + "Sodium_Level": 143.9605572, + "Smoking_Pack_Years": 32.15422855 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.34734466, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.28414368, + "White_Blood_Cell_Count": 6.697467254, + "Platelet_Count": 346.8511868, + "Albumin_Level": 3.964063608, + "Alkaline_Phosphatase_Level": 48.27675397, + "Alanine_Aminotransferase_Level": 7.236910517, + "Aspartate_Aminotransferase_Level": 42.24391097, + "Creatinine_Level": 1.217666382, + "LDH_Level": 154.5255757, + "Calcium_Level": 8.160760956, + "Phosphorus_Level": 4.502752347, + "Glucose_Level": 91.81639752, + "Potassium_Level": 4.187283979, + "Sodium_Level": 138.4416867, + "Smoking_Pack_Years": 77.99337566 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.03018163, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.80975811, + "White_Blood_Cell_Count": 4.957413091, + "Platelet_Count": 383.5461199, + "Albumin_Level": 3.503077362, + "Alkaline_Phosphatase_Level": 50.24040064, + "Alanine_Aminotransferase_Level": 24.70686245, + "Aspartate_Aminotransferase_Level": 10.2423149, + "Creatinine_Level": 0.592997, + "LDH_Level": 169.3391536, + "Calcium_Level": 9.504932042, + "Phosphorus_Level": 4.875587851, + "Glucose_Level": 118.6838222, + "Potassium_Level": 3.795613439, + "Sodium_Level": 141.8060465, + "Smoking_Pack_Years": 33.16958524 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.10475443, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 86, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + 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"Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.55008282, + "White_Blood_Cell_Count": 8.806974771, + "Platelet_Count": 364.2464798, + "Albumin_Level": 3.001754045, + "Alkaline_Phosphatase_Level": 43.88216799, + "Alanine_Aminotransferase_Level": 33.45792285, + "Aspartate_Aminotransferase_Level": 48.33366133, + "Creatinine_Level": 1.110910891, + "LDH_Level": 126.7726315, + "Calcium_Level": 10.26644463, + "Phosphorus_Level": 4.029626466, + "Glucose_Level": 115.0475602, + "Potassium_Level": 4.517879573, + "Sodium_Level": 144.3213085, + "Smoking_Pack_Years": 78.22652522 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 72.07133655, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.7824469, + "White_Blood_Cell_Count": 3.624039267, + "Platelet_Count": 352.4461623, + "Albumin_Level": 3.359822, + "Alkaline_Phosphatase_Level": 77.58100645, + "Alanine_Aminotransferase_Level": 12.40376657, + "Aspartate_Aminotransferase_Level": 47.66387216, + "Creatinine_Level": 1.479961819, + "LDH_Level": 205.1099749, + "Calcium_Level": 8.201653531, + "Phosphorus_Level": 2.516627419, + "Glucose_Level": 90.38758036, + "Potassium_Level": 3.633117782, + "Sodium_Level": 138.9548738, + "Smoking_Pack_Years": 34.40118685 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.5699349, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.24260824, + "White_Blood_Cell_Count": 9.676623408, + "Platelet_Count": 227.080163, + "Albumin_Level": 4.128761374, + "Alkaline_Phosphatase_Level": 60.87692109, + "Alanine_Aminotransferase_Level": 37.03651874, + "Aspartate_Aminotransferase_Level": 10.86762583, + "Creatinine_Level": 0.747642774, + "LDH_Level": 128.8893089, + "Calcium_Level": 9.988899241, + "Phosphorus_Level": 2.662200532, + "Glucose_Level": 133.8424245, + "Potassium_Level": 4.056779667, + "Sodium_Level": 139.0675575, + "Smoking_Pack_Years": 90.65689927 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.51100546, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.24991863, + "White_Blood_Cell_Count": 4.747134097, + "Platelet_Count": 161.0918063, + "Albumin_Level": 4.81745433, + "Alkaline_Phosphatase_Level": 53.79137725, + "Alanine_Aminotransferase_Level": 16.42975494, + "Aspartate_Aminotransferase_Level": 18.41274005, + "Creatinine_Level": 0.795363675, + "LDH_Level": 220.5050229, + "Calcium_Level": 9.541381926, + "Phosphorus_Level": 2.88379981, + "Glucose_Level": 118.0912069, + "Potassium_Level": 4.684271075, + "Sodium_Level": 135.8554063, + "Smoking_Pack_Years": 41.85111039 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.82565031, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 26.91480646, + "Aspartate_Aminotransferase_Level": 11.71233288, + "Creatinine_Level": 1.421552923, + "LDH_Level": 161.3976021, + "Calcium_Level": 10.46057393, + "Phosphorus_Level": 3.656705415, + "Glucose_Level": 87.8894542, + "Potassium_Level": 4.505273014, + "Sodium_Level": 143.8605133, + "Smoking_Pack_Years": 10.34056593 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.72519738, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.09097886, + "White_Blood_Cell_Count": 5.704205021, + "Platelet_Count": 359.229757, + "Albumin_Level": 4.876276037, + "Alkaline_Phosphatase_Level": 107.7205416, + "Alanine_Aminotransferase_Level": 10.74856402, + "Aspartate_Aminotransferase_Level": 48.3829514, + "Creatinine_Level": 0.873105898, + "LDH_Level": 244.16366, + "Calcium_Level": 9.53473347, + "Phosphorus_Level": 4.189682711, + "Glucose_Level": 121.7592212, + "Potassium_Level": 4.670123981, + "Sodium_Level": 138.9954423, + "Smoking_Pack_Years": 68.57048797 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.87049423, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.74444523, + "White_Blood_Cell_Count": 4.746419193, + "Platelet_Count": 203.9770581, + "Albumin_Level": 4.136946925, + "Alkaline_Phosphatase_Level": 52.36688107, + "Alanine_Aminotransferase_Level": 23.46368143, + "Aspartate_Aminotransferase_Level": 13.35644767, + "Creatinine_Level": 0.572860935, + "LDH_Level": 129.7518757, + "Calcium_Level": 8.35410198, + "Phosphorus_Level": 4.847993291, + "Glucose_Level": 145.9396519, + "Potassium_Level": 4.444524434, + "Sodium_Level": 138.6280815, + "Smoking_Pack_Years": 82.24822053 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.33396436, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.9465217, + "White_Blood_Cell_Count": 8.733780493, + "Platelet_Count": 261.2494898, + "Albumin_Level": 4.812360747, + "Alkaline_Phosphatase_Level": 59.93173199, + "Alanine_Aminotransferase_Level": 22.99467143, + "Aspartate_Aminotransferase_Level": 19.86796532, + "Creatinine_Level": 0.610120545, + "LDH_Level": 224.5777856, + "Calcium_Level": 10.18096248, + "Phosphorus_Level": 4.677012692, + "Glucose_Level": 131.7523295, + "Potassium_Level": 4.423562571, + "Sodium_Level": 137.7857348, + "Smoking_Pack_Years": 35.43733747 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.07209316, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.09568857, + "White_Blood_Cell_Count": 6.706606264, + "Platelet_Count": 419.5945165, + "Albumin_Level": 4.09026356, + "Alkaline_Phosphatase_Level": 58.04553291, + "Alanine_Aminotransferase_Level": 18.84292272, + "Aspartate_Aminotransferase_Level": 20.82270242, + "Creatinine_Level": 0.980256218, + "LDH_Level": 165.4581248, + "Calcium_Level": 8.127218358, + "Phosphorus_Level": 4.025306984, + "Glucose_Level": 104.5144875, + "Potassium_Level": 3.863448727, + "Sodium_Level": 140.5184152, + "Smoking_Pack_Years": 14.36017275 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.74229863, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 45, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.23054032, + "White_Blood_Cell_Count": 5.494173332, + "Platelet_Count": 340.1290679, + "Albumin_Level": 3.299204498, + "Alkaline_Phosphatase_Level": 106.5672945, + "Alanine_Aminotransferase_Level": 6.523528399, + "Aspartate_Aminotransferase_Level": 25.75884815, + "Creatinine_Level": 1.401575295, + "LDH_Level": 122.7794421, + "Calcium_Level": 8.077802081, + "Phosphorus_Level": 3.535898888, + "Glucose_Level": 95.76023374, + "Potassium_Level": 4.616744774, + "Sodium_Level": 143.8326604, + "Smoking_Pack_Years": 84.88630918 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.88845898, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.532839, + "White_Blood_Cell_Count": 5.238859629, + "Platelet_Count": 414.1859047, + "Albumin_Level": 3.638956143, + "Alkaline_Phosphatase_Level": 83.92029082, + "Alanine_Aminotransferase_Level": 7.031835815, + "Aspartate_Aminotransferase_Level": 14.42695952, + "Creatinine_Level": 1.494241821, + "LDH_Level": 127.0855652, + "Calcium_Level": 9.931466506, + "Phosphorus_Level": 4.026865954, + "Glucose_Level": 79.76465996, + "Potassium_Level": 3.55408498, + "Sodium_Level": 140.3493554, + "Smoking_Pack_Years": 81.18624757 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.42274729, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 30, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.24353976, + "White_Blood_Cell_Count": 9.602651501, + "Platelet_Count": 246.3462556, + "Albumin_Level": 4.930388713, + "Alkaline_Phosphatase_Level": 89.82631852, + "Alanine_Aminotransferase_Level": 35.12439578, + "Aspartate_Aminotransferase_Level": 39.93561917, + "Creatinine_Level": 0.733066897, + "LDH_Level": 146.4931581, + "Calcium_Level": 9.504438708, + "Phosphorus_Level": 3.106838358, + "Glucose_Level": 132.6398944, + "Potassium_Level": 4.551402054, + "Sodium_Level": 144.9929668, + "Smoking_Pack_Years": 49.8253761 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.74026863, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.63843948, + "White_Blood_Cell_Count": 5.248937287, + "Platelet_Count": 274.6144126, + "Albumin_Level": 4.628325527, + "Alkaline_Phosphatase_Level": 30.0762736, + "Alanine_Aminotransferase_Level": 6.178048897, + "Aspartate_Aminotransferase_Level": 26.56727599, + "Creatinine_Level": 1.253277833, + "LDH_Level": 202.1881071, + "Calcium_Level": 8.584851174, + "Phosphorus_Level": 2.558740996, + "Glucose_Level": 92.97493194, + "Potassium_Level": 3.73173839, + "Sodium_Level": 137.4043367, + "Smoking_Pack_Years": 45.81885033 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.81503284, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.06751645, + "White_Blood_Cell_Count": 9.667643317, + "Platelet_Count": 282.3231099, + "Albumin_Level": 3.692108413, + "Alkaline_Phosphatase_Level": 108.3072225, + "Alanine_Aminotransferase_Level": 7.404497983, + "Aspartate_Aminotransferase_Level": 20.51475641, + "Creatinine_Level": 0.531039457, + "LDH_Level": 116.9921237, + "Calcium_Level": 9.072362081, + "Phosphorus_Level": 2.70195036, + "Glucose_Level": 142.6535427, + "Potassium_Level": 4.422591911, + "Sodium_Level": 137.4040508, + "Smoking_Pack_Years": 75.02043689 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.30976394, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.91680947, + "White_Blood_Cell_Count": 4.051962791, + "Platelet_Count": 406.0528191, + "Albumin_Level": 3.571437285, + "Alkaline_Phosphatase_Level": 84.6762135, + "Alanine_Aminotransferase_Level": 26.12710346, + "Aspartate_Aminotransferase_Level": 49.93017765, + "Creatinine_Level": 0.804027783, + "LDH_Level": 243.4710651, + "Calcium_Level": 8.4271251, + "Phosphorus_Level": 3.76233593, + "Glucose_Level": 81.67566013, + "Potassium_Level": 4.524726287, + "Sodium_Level": 140.6602065, + "Smoking_Pack_Years": 64.63071059 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.49700781, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 21, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.02116328, + "White_Blood_Cell_Count": 9.604124387, + "Platelet_Count": 262.8534979, + "Albumin_Level": 4.703613098, + "Alkaline_Phosphatase_Level": 118.3023137, + "Alanine_Aminotransferase_Level": 20.74518894, + "Aspartate_Aminotransferase_Level": 39.46722386, + "Creatinine_Level": 1.110583692, + "LDH_Level": 107.8298532, + "Calcium_Level": 10.1096894, + "Phosphorus_Level": 4.213333492, + "Glucose_Level": 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59.85836909, + "Alanine_Aminotransferase_Level": 27.41990293, + "Aspartate_Aminotransferase_Level": 40.9230909, + "Creatinine_Level": 1.160281588, + "LDH_Level": 174.6621551, + "Calcium_Level": 9.80715124, + "Phosphorus_Level": 3.968643288, + "Glucose_Level": 108.5247686, + "Potassium_Level": 4.470905748, + "Sodium_Level": 139.7085605, + "Smoking_Pack_Years": 88.88945421 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.22549959, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.01707946, + "White_Blood_Cell_Count": 4.761114466, + "Platelet_Count": 399.58545, + "Albumin_Level": 3.714641623, + "Alkaline_Phosphatase_Level": 30.23895915, + "Alanine_Aminotransferase_Level": 37.24323902, + "Aspartate_Aminotransferase_Level": 40.07133569, + "Creatinine_Level": 0.595764674, + "LDH_Level": 225.7032852, + "Calcium_Level": 9.472701634, + "Phosphorus_Level": 3.170416484, + "Glucose_Level": 145.5148488, + "Potassium_Level": 4.033947236, + "Sodium_Level": 135.3828278, + "Smoking_Pack_Years": 29.48827267 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.0387862, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.49455024, + "White_Blood_Cell_Count": 6.187480092, + "Platelet_Count": 246.8429027, + "Albumin_Level": 4.337433881, + "Alkaline_Phosphatase_Level": 115.8263437, + "Alanine_Aminotransferase_Level": 6.724276319, + "Aspartate_Aminotransferase_Level": 42.76233202, + "Creatinine_Level": 0.729577296, + "LDH_Level": 238.6800024, + "Calcium_Level": 9.134009338, + "Phosphorus_Level": 3.685167385, + "Glucose_Level": 98.51027362, + "Potassium_Level": 4.98171714, + "Sodium_Level": 138.3426841, + "Smoking_Pack_Years": 34.47948942 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.01813768, + "White_Blood_Cell_Count": 9.069927255, + "Platelet_Count": 171.2281267, + "Albumin_Level": 3.343670334, + "Alkaline_Phosphatase_Level": 46.63124466, + "Alanine_Aminotransferase_Level": 10.58443068, + "Aspartate_Aminotransferase_Level": 43.41318576, + "Creatinine_Level": 0.58337554, + "LDH_Level": 148.3050366, + "Calcium_Level": 9.215250212, + "Phosphorus_Level": 3.616414802, + "Glucose_Level": 139.5535006, + "Potassium_Level": 4.711778995, + "Sodium_Level": 140.1802828, + "Smoking_Pack_Years": 94.96433323 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.15678947, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.25637495, + "White_Blood_Cell_Count": 4.699303017, + "Platelet_Count": 437.9281732, + "Albumin_Level": 4.740739597, + "Alkaline_Phosphatase_Level": 64.78499167, + "Alanine_Aminotransferase_Level": 18.65730715, + "Aspartate_Aminotransferase_Level": 14.75708848, + "Creatinine_Level": 0.832849513, + "LDH_Level": 240.2347071, + "Calcium_Level": 8.011335833, + "Phosphorus_Level": 3.621180244, + "Glucose_Level": 84.8747058, + "Potassium_Level": 4.334168613, + "Sodium_Level": 135.4675867, + "Smoking_Pack_Years": 28.4292524 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 38.09460495, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 42, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.31245408, + "White_Blood_Cell_Count": 8.650402743, + "Platelet_Count": 304.1751908, + "Albumin_Level": 4.006862151, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.02024827, + "White_Blood_Cell_Count": 5.926709787, + "Platelet_Count": 391.3719523, + "Albumin_Level": 3.339902962, + "Alkaline_Phosphatase_Level": 87.38318344, + "Alanine_Aminotransferase_Level": 30.17942984, + "Aspartate_Aminotransferase_Level": 44.43550754, + "Creatinine_Level": 1.12454509, + "LDH_Level": 224.4705289, + "Calcium_Level": 9.734767345, + "Phosphorus_Level": 3.564886112, + "Glucose_Level": 77.40240662, + "Potassium_Level": 4.474174109, + "Sodium_Level": 144.8116612, + "Smoking_Pack_Years": 15.65957617 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.14557501, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.05438821, + "White_Blood_Cell_Count": 8.724380715, + "Platelet_Count": 186.6880599, + "Albumin_Level": 3.9951851, + "Alkaline_Phosphatase_Level": 61.85191838, + "Alanine_Aminotransferase_Level": 21.8898551, + "Aspartate_Aminotransferase_Level": 41.02095895, + "Creatinine_Level": 1.436839015, + "LDH_Level": 242.5131686, + "Calcium_Level": 9.11532777, + "Phosphorus_Level": 4.507476902, + "Glucose_Level": 145.213293, + "Potassium_Level": 4.695730269, + "Sodium_Level": 139.4779901, + "Smoking_Pack_Years": 67.85807536 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.95054221, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.89397888, + "White_Blood_Cell_Count": 5.158220514, + "Platelet_Count": 234.9538364, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.63917232, + "White_Blood_Cell_Count": 7.358717208, + "Platelet_Count": 218.6922424, + "Albumin_Level": 3.16467132, + "Alkaline_Phosphatase_Level": 38.02249253, + "Alanine_Aminotransferase_Level": 28.9212992, + "Aspartate_Aminotransferase_Level": 27.09027993, + "Creatinine_Level": 0.669765387, + "LDH_Level": 138.6678579, + "Calcium_Level": 8.396009663, + "Phosphorus_Level": 4.674258248, + "Glucose_Level": 129.5309084, + "Potassium_Level": 3.970155495, + "Sodium_Level": 136.6804441, + "Smoking_Pack_Years": 6.571338907 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.31435924, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.66885408, + "White_Blood_Cell_Count": 9.383891896, + "Platelet_Count": 394.1887509, + "Albumin_Level": 3.842736177, + "Alkaline_Phosphatase_Level": 79.920208, + "Alanine_Aminotransferase_Level": 12.45395416, + "Aspartate_Aminotransferase_Level": 15.51085299, + "Creatinine_Level": 1.151061727, + "LDH_Level": 192.6504743, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.32347327, + "White_Blood_Cell_Count": 5.715284326, + "Platelet_Count": 215.2593252, + "Albumin_Level": 4.368588141, + "Alkaline_Phosphatase_Level": 40.92874625, + "Alanine_Aminotransferase_Level": 34.04844426, + "Aspartate_Aminotransferase_Level": 11.97879362, + "Creatinine_Level": 0.705727778, + "LDH_Level": 162.2730186, + "Calcium_Level": 10.08820247, + "Phosphorus_Level": 3.966909605, + "Glucose_Level": 97.99676725, + "Potassium_Level": 4.95830624, + "Sodium_Level": 138.4232766, + "Smoking_Pack_Years": 24.98365719 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.93485651, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.41192959, + "White_Blood_Cell_Count": 8.290645326, + "Platelet_Count": 339.8576814, + "Albumin_Level": 3.117001972, + "Alkaline_Phosphatase_Level": 42.70772027, + "Alanine_Aminotransferase_Level": 5.012074551, + "Aspartate_Aminotransferase_Level": 37.93458063, + "Creatinine_Level": 0.690067674, + "LDH_Level": 224.7499901, + "Calcium_Level": 10.44130656, + "Phosphorus_Level": 3.569289989, + "Glucose_Level": 88.8091433, + "Potassium_Level": 4.194077523, + "Sodium_Level": 144.9582037, + "Smoking_Pack_Years": 68.08980302 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.65881264, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.95149282, + "White_Blood_Cell_Count": 3.847295117, + "Platelet_Count": 339.7552952, + 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"Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.12435107, + "White_Blood_Cell_Count": 8.91335558, + "Platelet_Count": 392.8589349, + "Albumin_Level": 4.791104856, + "Alkaline_Phosphatase_Level": 50.54177433, + "Alanine_Aminotransferase_Level": 8.313165902, + "Aspartate_Aminotransferase_Level": 40.74357865, + "Creatinine_Level": 1.125402663, + "LDH_Level": 247.83899, + "Calcium_Level": 10.2449464, + "Phosphorus_Level": 4.090221184, + "Glucose_Level": 102.5760776, + "Potassium_Level": 4.246193431, + "Sodium_Level": 135.8709952, + "Smoking_Pack_Years": 84.37701468 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.47267303, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.65544506, + "White_Blood_Cell_Count": 3.663334058, + "Platelet_Count": 150.5770982, + "Albumin_Level": 4.631848054, + "Alkaline_Phosphatase_Level": 66.00401106, + "Alanine_Aminotransferase_Level": 19.4152785, + "Aspartate_Aminotransferase_Level": 45.91473574, + "Creatinine_Level": 1.044545136, + "LDH_Level": 203.8405044, + "Calcium_Level": 8.616665252, + "Phosphorus_Level": 2.751263074, + "Glucose_Level": 122.7559304, + "Potassium_Level": 4.466492291, + "Sodium_Level": 138.6750894, + "Smoking_Pack_Years": 12.97423356 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.87407618, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.57792481, + "White_Blood_Cell_Count": 5.94994437, + "Platelet_Count": 233.9452144, + "Albumin_Level": 3.836674686, + "Alkaline_Phosphatase_Level": 111.3397973, + "Alanine_Aminotransferase_Level": 9.289820927, + "Aspartate_Aminotransferase_Level": 26.01893442, + "Creatinine_Level": 0.526104025, + "LDH_Level": 164.5418658, + "Calcium_Level": 9.944128922, + "Phosphorus_Level": 3.186687558, + "Glucose_Level": 84.51883352, + "Potassium_Level": 3.924077953, + "Sodium_Level": 142.1048454, + "Smoking_Pack_Years": 32.23033267 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.98845255, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.88800341, + "White_Blood_Cell_Count": 9.317616581, + "Platelet_Count": 345.6405802, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.63708368, + "White_Blood_Cell_Count": 9.112472372, + "Platelet_Count": 185.4771715, + "Albumin_Level": 3.223178023, + "Alkaline_Phosphatase_Level": 54.69091065, + "Alanine_Aminotransferase_Level": 25.51961951, + "Aspartate_Aminotransferase_Level": 21.83985006, + "Creatinine_Level": 0.612064157, + "LDH_Level": 238.0962543, + "Calcium_Level": 10.43047087, + "Phosphorus_Level": 2.951040364, + "Glucose_Level": 111.7775532, + "Potassium_Level": 3.673293113, + "Sodium_Level": 143.3676873, + "Smoking_Pack_Years": 63.01409719 + }, + { + "Age": 47, + "Gender": 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154.8264547, + "Calcium_Level": 9.482965322, + "Phosphorus_Level": 2.562662006, + "Glucose_Level": 78.29955242, + "Potassium_Level": 4.262014931, + "Sodium_Level": 138.3396891, + "Smoking_Pack_Years": 26.76503695 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.82055953, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.59782694, + "White_Blood_Cell_Count": 9.138238689, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.88574957, + "White_Blood_Cell_Count": 7.618380363, + "Platelet_Count": 230.4188387, + "Albumin_Level": 4.858011573, + "Alkaline_Phosphatase_Level": 44.15575883, + "Alanine_Aminotransferase_Level": 32.11169963, + "Aspartate_Aminotransferase_Level": 35.43212177, + "Creatinine_Level": 1.0937085, + "LDH_Level": 179.9219434, + "Calcium_Level": 9.98049718, + "Phosphorus_Level": 4.998758476, + "Glucose_Level": 136.7396577, + "Potassium_Level": 3.942997809, + "Sodium_Level": 137.3925512, + "Smoking_Pack_Years": 63.14296996 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.75907674, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.12969825, + "White_Blood_Cell_Count": 3.538451803, + "Platelet_Count": 162.4959069, + "Albumin_Level": 3.877323312, + "Alkaline_Phosphatase_Level": 74.23667288, + "Alanine_Aminotransferase_Level": 34.91228041, + "Aspartate_Aminotransferase_Level": 45.04308933, + "Creatinine_Level": 0.61667227, + "LDH_Level": 245.8573782, + "Calcium_Level": 10.13829934, + "Phosphorus_Level": 4.856947881, + "Glucose_Level": 144.539496, + "Potassium_Level": 4.125465944, + "Sodium_Level": 138.5920606, + "Smoking_Pack_Years": 56.28921117 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.00381899, + "White_Blood_Cell_Count": 9.157272321, + "Platelet_Count": 364.8736534, + "Albumin_Level": 3.437357592, + "Alkaline_Phosphatase_Level": 85.71040454, + "Alanine_Aminotransferase_Level": 28.99285139, + "Aspartate_Aminotransferase_Level": 46.24077094, + "Creatinine_Level": 0.742514098, + "LDH_Level": 132.7065849, + "Calcium_Level": 8.199091676, + "Phosphorus_Level": 4.392826426, + "Glucose_Level": 98.02158036, + "Potassium_Level": 4.822757204, + "Sodium_Level": 135.0070072, + "Smoking_Pack_Years": 43.62999278 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.74005433, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.97542968, + "White_Blood_Cell_Count": 8.728346171, + "Platelet_Count": 365.069471, + "Albumin_Level": 4.090717574, + "Alkaline_Phosphatase_Level": 100.8613163, + "Alanine_Aminotransferase_Level": 23.56730998, + "Aspartate_Aminotransferase_Level": 15.3642947, + "Creatinine_Level": 0.992058314, + "LDH_Level": 123.3018232, + "Calcium_Level": 10.18250441, + "Phosphorus_Level": 3.346373497, + "Glucose_Level": 99.96926572, + "Potassium_Level": 3.935630554, + "Sodium_Level": 137.3375853, + "Smoking_Pack_Years": 50.00507915 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.3819676, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.58877625, + "White_Blood_Cell_Count": 6.044136008, + "Platelet_Count": 429.8682572, + "Albumin_Level": 3.832057922, + "Alkaline_Phosphatase_Level": 68.77905282, + "Alanine_Aminotransferase_Level": 38.97849513, + "Aspartate_Aminotransferase_Level": 35.92278559, + "Creatinine_Level": 1.360912995, + "LDH_Level": 160.9598231, + "Calcium_Level": 9.947406069, + "Phosphorus_Level": 4.092616227, + "Glucose_Level": 116.6434361, + "Potassium_Level": 4.267049915, + "Sodium_Level": 143.1697827, + "Smoking_Pack_Years": 95.55768987 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.97594437, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.00014759, + "White_Blood_Cell_Count": 8.403379671, + "Platelet_Count": 236.8888682, + "Albumin_Level": 3.848606579, + "Alkaline_Phosphatase_Level": 48.90501889, + "Alanine_Aminotransferase_Level": 21.06103423, + "Aspartate_Aminotransferase_Level": 28.06516925, + "Creatinine_Level": 1.09145213, + "LDH_Level": 123.4923331, + "Calcium_Level": 8.314009792, + "Phosphorus_Level": 2.747018722, + "Glucose_Level": 105.9287613, + "Potassium_Level": 4.443788667, + "Sodium_Level": 137.9027378, + "Smoking_Pack_Years": 20.47643306 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.78023369, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 106, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.20918897, + "White_Blood_Cell_Count": 4.832432599, + "Platelet_Count": 295.9401961, + "Albumin_Level": 3.384821277, + "Alkaline_Phosphatase_Level": 40.1388701, + "Alanine_Aminotransferase_Level": 34.40852916, + "Aspartate_Aminotransferase_Level": 36.23794682, + "Creatinine_Level": 0.741581365, + "LDH_Level": 206.3379807, + "Calcium_Level": 9.676643738, + "Phosphorus_Level": 4.180566449, + "Glucose_Level": 109.7108384, + "Potassium_Level": 4.654813495, + "Sodium_Level": 139.0697913, + "Smoking_Pack_Years": 19.65069001 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.8922159, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 81, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.65881577, + "White_Blood_Cell_Count": 5.291688208, + "Platelet_Count": 299.1969302, + "Albumin_Level": 3.883906871, + "Alkaline_Phosphatase_Level": 49.75243597, + "Alanine_Aminotransferase_Level": 28.27040474, + "Aspartate_Aminotransferase_Level": 46.8709699, + "Creatinine_Level": 1.370826412, + "LDH_Level": 241.4504744, + "Calcium_Level": 9.230658601, + "Phosphorus_Level": 4.140526752, + "Glucose_Level": 104.484757, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 16.31672733, + "Aspartate_Aminotransferase_Level": 14.22391239, + "Creatinine_Level": 1.190514205, + "LDH_Level": 130.342219, + "Calcium_Level": 10.19005973, + "Phosphorus_Level": 4.840473432, + "Glucose_Level": 128.9088691, + "Potassium_Level": 3.749339673, + "Sodium_Level": 135.2056148, + "Smoking_Pack_Years": 27.49061929 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.60471914, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.05141463, + "White_Blood_Cell_Count": 4.668686281, + "Platelet_Count": 155.4858719, + "Albumin_Level": 3.492449584, + "Alkaline_Phosphatase_Level": 35.74372999, + "Alanine_Aminotransferase_Level": 33.05639457, + "Aspartate_Aminotransferase_Level": 35.40727282, + "Creatinine_Level": 0.739148489, + "LDH_Level": 185.2738933, + "Calcium_Level": 8.207405671, + "Phosphorus_Level": 4.683070154, + "Glucose_Level": 113.866443, + "Potassium_Level": 4.821896024, + "Sodium_Level": 140.6609942, + "Smoking_Pack_Years": 17.31214942 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.02682558, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 7.690008584, + "Aspartate_Aminotransferase_Level": 35.17904796, + "Creatinine_Level": 0.686720877, + "LDH_Level": 141.7127488, + "Calcium_Level": 8.801163158, + "Phosphorus_Level": 4.148096017, + "Glucose_Level": 132.7467326, + "Potassium_Level": 4.35658787, + "Sodium_Level": 139.9510732, + "Smoking_Pack_Years": 77.557466 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.70834478, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.34442347, + "White_Blood_Cell_Count": 3.572073005, + "Platelet_Count": 210.1182189, + "Albumin_Level": 3.734356571, + "Alkaline_Phosphatase_Level": 70.3415275, + "Alanine_Aminotransferase_Level": 18.52957147, + "Aspartate_Aminotransferase_Level": 30.27172511, + "Creatinine_Level": 0.898445072, + "LDH_Level": 157.0293919, + "Calcium_Level": 8.966369029, + "Phosphorus_Level": 4.532951864, + "Glucose_Level": 72.71984232, + "Potassium_Level": 4.863888168, + "Sodium_Level": 142.5173505, + "Smoking_Pack_Years": 36.19870392 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 73.96685629, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.80080614, + "White_Blood_Cell_Count": 8.455053533, + "Platelet_Count": 220.6293934, + "Albumin_Level": 3.252311112, + "Alkaline_Phosphatase_Level": 74.56930744, + "Alanine_Aminotransferase_Level": 21.81973529, + "Aspartate_Aminotransferase_Level": 35.10627039, + "Creatinine_Level": 1.073146492, + "LDH_Level": 246.697705, + "Calcium_Level": 9.172110579, + "Phosphorus_Level": 2.914622975, + "Glucose_Level": 104.5367938, + "Potassium_Level": 3.879757317, + "Sodium_Level": 138.1315174, + "Smoking_Pack_Years": 88.50858506 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.17024532, + "Tumor_Location": 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95, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.93298936, + "White_Blood_Cell_Count": 8.502364737, + "Platelet_Count": 409.1697005, + "Albumin_Level": 3.967124897, + "Alkaline_Phosphatase_Level": 69.22837093, + "Alanine_Aminotransferase_Level": 20.61890391, + "Aspartate_Aminotransferase_Level": 49.95413571, + "Creatinine_Level": 0.854365889, + "LDH_Level": 200.3004998, + "Calcium_Level": 9.522174309, + "Phosphorus_Level": 2.827333781, + "Glucose_Level": 87.63183342, + "Potassium_Level": 4.65246409, + "Sodium_Level": 137.785089, + "Smoking_Pack_Years": 40.5839615 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.7093118, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.73362261, + "White_Blood_Cell_Count": 6.621259134, + "Platelet_Count": 179.232676, + "Albumin_Level": 4.17782335, + "Alkaline_Phosphatase_Level": 51.13639008, + "Alanine_Aminotransferase_Level": 10.13077918, + "Aspartate_Aminotransferase_Level": 46.19368912, + "Creatinine_Level": 0.916122392, + "LDH_Level": 235.8490124, + "Calcium_Level": 9.017312879, + "Phosphorus_Level": 3.107772813, + "Glucose_Level": 110.0242433, + "Potassium_Level": 3.987092111, + "Sodium_Level": 137.4299257, + "Smoking_Pack_Years": 42.48445951 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.00233518, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.68672457, + "White_Blood_Cell_Count": 9.816794566, + "Platelet_Count": 415.517347, + "Albumin_Level": 4.504750959, + "Alkaline_Phosphatase_Level": 36.63841832, + "Alanine_Aminotransferase_Level": 31.78252635, + "Aspartate_Aminotransferase_Level": 19.12576259, + "Creatinine_Level": 0.766178918, + "LDH_Level": 154.5804183, + "Calcium_Level": 8.139429281, + "Phosphorus_Level": 4.238409578, + "Glucose_Level": 128.7227007, + "Potassium_Level": 4.163281363, + "Sodium_Level": 140.1492597, + "Smoking_Pack_Years": 54.77330195 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.0890352, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.43818931, + "White_Blood_Cell_Count": 5.246732885, + "Platelet_Count": 400.7865364, + "Albumin_Level": 3.037732963, + "Alkaline_Phosphatase_Level": 85.57209083, + "Alanine_Aminotransferase_Level": 13.22444257, + "Aspartate_Aminotransferase_Level": 10.07153148, + "Creatinine_Level": 1.435713333, + "LDH_Level": 121.5714701, + "Calcium_Level": 9.571571891, + "Phosphorus_Level": 3.899688977, + "Glucose_Level": 120.2015297, + "Potassium_Level": 3.711766221, + "Sodium_Level": 138.507453, + "Smoking_Pack_Years": 82.56900571 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.77773747, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.68758264, + "White_Blood_Cell_Count": 9.942805511, + "Platelet_Count": 236.4772365, + "Albumin_Level": 4.169957013, + "Alkaline_Phosphatase_Level": 65.15590005, + "Alanine_Aminotransferase_Level": 5.368967317, + "Aspartate_Aminotransferase_Level": 36.47960535, + "Creatinine_Level": 0.828882535, + "LDH_Level": 135.7704987, + "Calcium_Level": 9.582113074, + "Phosphorus_Level": 3.337993839, + "Glucose_Level": 103.0530895, + "Potassium_Level": 4.727397601, + "Sodium_Level": 142.0771078, + "Smoking_Pack_Years": 28.68567906 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.04965152, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.85045284, + "White_Blood_Cell_Count": 4.426497488, + "Platelet_Count": 298.4347288, + "Albumin_Level": 3.547342603, + "Alkaline_Phosphatase_Level": 105.8685296, + "Alanine_Aminotransferase_Level": 21.76171419, + "Aspartate_Aminotransferase_Level": 49.74134334, + "Creatinine_Level": 0.715516588, + "LDH_Level": 199.538404, + "Calcium_Level": 9.822559209, + "Phosphorus_Level": 4.334589092, + "Glucose_Level": 92.18296975, + "Potassium_Level": 3.598623689, + "Sodium_Level": 142.363087, + "Smoking_Pack_Years": 8.348273877 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.74748764, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.01987132, + "White_Blood_Cell_Count": 8.352270538, + "Platelet_Count": 309.3236807, + "Albumin_Level": 3.143996074, + "Alkaline_Phosphatase_Level": 108.2267657, + "Alanine_Aminotransferase_Level": 34.32634553, + "Aspartate_Aminotransferase_Level": 49.9173889, + "Creatinine_Level": 1.292109179, + "LDH_Level": 243.9065816, + "Calcium_Level": 9.019389111, + "Phosphorus_Level": 2.573539, + "Glucose_Level": 137.3162269, + "Potassium_Level": 3.598034251, + "Sodium_Level": 137.4631599, + "Smoking_Pack_Years": 25.81466516 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.09277806, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.88216989, + "White_Blood_Cell_Count": 9.059375333, + "Platelet_Count": 193.1331722, + "Albumin_Level": 3.783431092, + "Alkaline_Phosphatase_Level": 88.63541998, + "Alanine_Aminotransferase_Level": 29.97613328, + "Aspartate_Aminotransferase_Level": 38.16132329, + "Creatinine_Level": 1.046929862, + "LDH_Level": 137.6470262, + "Calcium_Level": 9.37936603, + "Phosphorus_Level": 3.975917584, + "Glucose_Level": 145.2372668, + "Potassium_Level": 4.910125742, + "Sodium_Level": 141.4714617, + "Smoking_Pack_Years": 18.62952 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.68167058, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.8805499, + "White_Blood_Cell_Count": 6.247869096, + "Platelet_Count": 150.1567404, + "Albumin_Level": 3.704585826, + "Alkaline_Phosphatase_Level": 40.5239366, + "Alanine_Aminotransferase_Level": 33.16397477, + "Aspartate_Aminotransferase_Level": 34.53561548, + "Creatinine_Level": 0.566696675, + "LDH_Level": 146.4777387, + "Calcium_Level": 9.436442679, + "Phosphorus_Level": 3.304694537, + "Glucose_Level": 79.36534042, + "Potassium_Level": 4.277518189, + "Sodium_Level": 143.5591399, + "Smoking_Pack_Years": 7.811663836 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.34097139, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.94734762, + "White_Blood_Cell_Count": 5.405602843, + "Platelet_Count": 284.4127978, + "Albumin_Level": 3.967585313, + "Alkaline_Phosphatase_Level": 111.7692912, + "Alanine_Aminotransferase_Level": 15.77539604, + "Aspartate_Aminotransferase_Level": 46.20807544, + "Creatinine_Level": 1.198074057, + "LDH_Level": 182.5333186, + "Calcium_Level": 10.15147693, + "Phosphorus_Level": 3.234098526, + "Glucose_Level": 137.0911562, + "Potassium_Level": 4.755076663, + "Sodium_Level": 139.6786176, + "Smoking_Pack_Years": 19.99367177 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.89163228, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.71737259, + "White_Blood_Cell_Count": 4.402804938, + "Platelet_Count": 166.5959534, + "Albumin_Level": 3.4474016, + "Alkaline_Phosphatase_Level": 96.69219352, + "Alanine_Aminotransferase_Level": 38.54348902, + "Aspartate_Aminotransferase_Level": 16.48011838, + "Creatinine_Level": 1.462629023, + "LDH_Level": 206.6565655, + "Calcium_Level": 9.103522434, + "Phosphorus_Level": 3.662247571, + "Glucose_Level": 135.9048656, + "Potassium_Level": 4.551482914, + "Sodium_Level": 135.6323468, + "Smoking_Pack_Years": 81.61091218 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.79176168, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.31416685, + "White_Blood_Cell_Count": 6.357990499, + "Platelet_Count": 240.1349141, + "Albumin_Level": 4.974565679, + "Alkaline_Phosphatase_Level": 30.40528148, + "Alanine_Aminotransferase_Level": 26.82854736, + "Aspartate_Aminotransferase_Level": 32.9457135, + "Creatinine_Level": 1.230167113, + "LDH_Level": 193.6012842, + "Calcium_Level": 8.41670584, + "Phosphorus_Level": 4.95672865, + "Glucose_Level": 148.5073295, + "Potassium_Level": 4.52831156, + "Sodium_Level": 140.3001854, + "Smoking_Pack_Years": 99.65202999 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.47423372, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.54093393, + "White_Blood_Cell_Count": 9.295901404, + "Platelet_Count": 222.2099277, + "Albumin_Level": 3.580234615, + "Alkaline_Phosphatase_Level": 118.1697706, + "Alanine_Aminotransferase_Level": 38.88980132, + "Aspartate_Aminotransferase_Level": 10.8116953, + "Creatinine_Level": 1.076863359, + "LDH_Level": 186.9544858, + "Calcium_Level": 9.170489829, + "Phosphorus_Level": 4.11548651, + "Glucose_Level": 143.3453013, + "Potassium_Level": 4.658485971, + "Sodium_Level": 141.8898103, + "Smoking_Pack_Years": 79.6702334 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.76205815, + "White_Blood_Cell_Count": 7.735102715, + "Platelet_Count": 417.7928633, + "Albumin_Level": 3.364790443, + "Alkaline_Phosphatase_Level": 65.67313178, + "Alanine_Aminotransferase_Level": 33.09154259, + "Aspartate_Aminotransferase_Level": 14.99927645, + "Creatinine_Level": 0.850033259, + "LDH_Level": 231.414251, + "Calcium_Level": 8.186730788, + "Phosphorus_Level": 3.472423069, + "Glucose_Level": 88.2829944, + "Potassium_Level": 4.589354078, + "Sodium_Level": 139.2792804, + "Smoking_Pack_Years": 3.237873165 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": 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9.860361991, + "Phosphorus_Level": 4.372468764, + "Glucose_Level": 109.0011536, + "Potassium_Level": 4.687305756, + "Sodium_Level": 136.1140338, + "Smoking_Pack_Years": 32.57694997 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.83394486, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.73527813, + "White_Blood_Cell_Count": 7.032908496, + "Platelet_Count": 360.2846619, + 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.08052253, + "White_Blood_Cell_Count": 5.124067521, + "Platelet_Count": 431.599846, + "Albumin_Level": 3.669316133, + "Alkaline_Phosphatase_Level": 105.8904627, + "Alanine_Aminotransferase_Level": 9.225807382, + "Aspartate_Aminotransferase_Level": 21.45632773, + "Creatinine_Level": 0.825154248, + "LDH_Level": 154.5737255, + "Calcium_Level": 8.68712831, + "Phosphorus_Level": 4.75855789, + "Glucose_Level": 109.768416, + "Potassium_Level": 4.059041864, + "Sodium_Level": 135.1136114, + "Smoking_Pack_Years": 51.43180495 + }, + { + "Age": 64, + "Gender": "Female", 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173.2291649, + "Calcium_Level": 9.83285943, + "Phosphorus_Level": 2.734848936, + "Glucose_Level": 110.4190804, + "Potassium_Level": 4.08791337, + "Sodium_Level": 136.8169349, + "Smoking_Pack_Years": 11.05784338 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.6823405, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.52556768, + "White_Blood_Cell_Count": 6.877995198, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.89313052, + "White_Blood_Cell_Count": 8.880308248, + "Platelet_Count": 184.5342713, + "Albumin_Level": 4.603226167, + "Alkaline_Phosphatase_Level": 106.0990563, + "Alanine_Aminotransferase_Level": 23.22232752, + "Aspartate_Aminotransferase_Level": 27.81551273, + "Creatinine_Level": 0.99977521, + "LDH_Level": 226.4901935, + "Calcium_Level": 9.923265541, + "Phosphorus_Level": 3.457475467, + "Glucose_Level": 112.1297132, + "Potassium_Level": 3.762705326, + "Sodium_Level": 139.3403143, + "Smoking_Pack_Years": 38.84535789 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.01458616, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "African 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"Creatinine_Level": 1.187210155, + "LDH_Level": 241.2451875, + "Calcium_Level": 8.314183654, + "Phosphorus_Level": 3.39723163, + "Glucose_Level": 109.9141015, + "Potassium_Level": 4.771749453, + "Sodium_Level": 135.8077811, + "Smoking_Pack_Years": 70.75776649 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.83846839, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.12576165, 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.1594163, + "White_Blood_Cell_Count": 5.272951275, + "Platelet_Count": 286.4210133, + "Albumin_Level": 4.533495018, + "Alkaline_Phosphatase_Level": 39.62428731, + "Alanine_Aminotransferase_Level": 8.078439162, + "Aspartate_Aminotransferase_Level": 19.1769854, + "Creatinine_Level": 1.472963172, + "LDH_Level": 161.3123111, + "Calcium_Level": 8.665479326, + "Phosphorus_Level": 4.868633233, + "Glucose_Level": 124.0085805, + "Potassium_Level": 4.482126999, + "Sodium_Level": 141.0521942, + "Smoking_Pack_Years": 4.201456868 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.08992569, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Aspartate_Aminotransferase_Level": 12.08687519, + "Creatinine_Level": 1.085913967, + "LDH_Level": 236.3406163, + "Calcium_Level": 8.687850213, + "Phosphorus_Level": 4.162956334, + "Glucose_Level": 100.6709703, + "Potassium_Level": 4.098571985, + "Sodium_Level": 139.7966382, + "Smoking_Pack_Years": 70.48349806 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.41349008, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.90513974, + "White_Blood_Cell_Count": 8.968238477, + "Platelet_Count": 170.4935056, + "Albumin_Level": 4.025309906, + "Alkaline_Phosphatase_Level": 46.3176756, + "Alanine_Aminotransferase_Level": 20.60593986, + "Aspartate_Aminotransferase_Level": 28.47802937, + "Creatinine_Level": 1.135924211, + "LDH_Level": 117.7303809, + "Calcium_Level": 8.470531685, + "Phosphorus_Level": 4.800659686, + "Glucose_Level": 128.388892, + "Potassium_Level": 4.201263902, + "Sodium_Level": 136.3110195, + "Smoking_Pack_Years": 58.13717235 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.41039947, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.60878492, + "White_Blood_Cell_Count": 7.662327915, + "Platelet_Count": 270.0098566, + "Albumin_Level": 4.878911256, + "Alkaline_Phosphatase_Level": 80.37082384, + "Alanine_Aminotransferase_Level": 12.5662332, + "Aspartate_Aminotransferase_Level": 17.67402064, + "Creatinine_Level": 1.086116456, + "LDH_Level": 209.8210892, + "Calcium_Level": 8.171614517, + "Phosphorus_Level": 3.77380318, + "Glucose_Level": 84.29415023, + "Potassium_Level": 4.171093837, + "Sodium_Level": 144.9455971, + "Smoking_Pack_Years": 1.805528752 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.91299583, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage 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"Potassium_Level": 4.051772225, + "Sodium_Level": 137.7245885, + "Smoking_Pack_Years": 49.85161245 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.78623097, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.96697049, + "White_Blood_Cell_Count": 5.005535514, + "Platelet_Count": 257.392048, + "Albumin_Level": 3.315492788, + "Alkaline_Phosphatase_Level": 119.7181781, + "Alanine_Aminotransferase_Level": 35.99544723, + "Aspartate_Aminotransferase_Level": 48.44826427, + "Creatinine_Level": 0.700472218, + "LDH_Level": 105.1887971, + "Calcium_Level": 9.534784465, + "Phosphorus_Level": 4.634151622, + "Glucose_Level": 93.86951714, + "Potassium_Level": 3.919822542, + "Sodium_Level": 137.7504791, + "Smoking_Pack_Years": 62.40791633 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.0298677, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.45199561, + "White_Blood_Cell_Count": 9.52243253, + "Platelet_Count": 158.7873075, + "Albumin_Level": 3.803383484, + "Alkaline_Phosphatase_Level": 53.30540937, + "Alanine_Aminotransferase_Level": 25.77011696, + "Aspartate_Aminotransferase_Level": 41.88935709, + "Creatinine_Level": 1.48275175, + "LDH_Level": 203.3061962, + "Calcium_Level": 9.770792977, + "Phosphorus_Level": 2.695134798, + "Glucose_Level": 143.5678874, + "Potassium_Level": 4.752687291, + "Sodium_Level": 143.8800738, + "Smoking_Pack_Years": 95.55456946 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.42308293, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.83907406, + "White_Blood_Cell_Count": 7.12481581, + "Platelet_Count": 421.5465622, + "Albumin_Level": 3.659205686, + "Alkaline_Phosphatase_Level": 41.71510459, + "Alanine_Aminotransferase_Level": 22.89520503, + "Aspartate_Aminotransferase_Level": 43.2298944, + "Creatinine_Level": 1.348515896, + "LDH_Level": 112.8138609, + "Calcium_Level": 8.608793803, + "Phosphorus_Level": 3.648039056, + "Glucose_Level": 96.87529047, + "Potassium_Level": 4.316337172, + "Sodium_Level": 144.7306174, + "Smoking_Pack_Years": 51.1313463 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.15524693, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.058657, + "White_Blood_Cell_Count": 4.371632579, + "Platelet_Count": 203.8683989, + "Albumin_Level": 3.509684452, + "Alkaline_Phosphatase_Level": 56.82362935, + "Alanine_Aminotransferase_Level": 21.00315459, + "Aspartate_Aminotransferase_Level": 45.96020929, + "Creatinine_Level": 1.349438943, + "LDH_Level": 108.6452036, + "Calcium_Level": 9.938965262, + "Phosphorus_Level": 4.311358854, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 13.58001458, + "Aspartate_Aminotransferase_Level": 12.35371245, + "Creatinine_Level": 0.745123557, + "LDH_Level": 209.5861649, + "Calcium_Level": 9.564564296, + "Phosphorus_Level": 3.306522281, + "Glucose_Level": 78.32934804, + "Potassium_Level": 3.870989569, + "Sodium_Level": 139.400117, + "Smoking_Pack_Years": 93.21339881 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.85976908, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.30953189, + "White_Blood_Cell_Count": 5.798158857, + "Platelet_Count": 426.4604029, + "Albumin_Level": 3.244938938, + "Alkaline_Phosphatase_Level": 72.11621388, + "Alanine_Aminotransferase_Level": 23.88657644, + "Aspartate_Aminotransferase_Level": 39.10939112, + "Creatinine_Level": 1.377246425, + "LDH_Level": 117.8775685, + "Calcium_Level": 10.30511334, + "Phosphorus_Level": 4.510895758, + "Glucose_Level": 102.2333645, + "Potassium_Level": 4.957633827, + "Sodium_Level": 137.1019708, + "Smoking_Pack_Years": 79.48159582 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.59851095, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 15.22196764, + "White_Blood_Cell_Count": 5.619784645, + "Platelet_Count": 408.3183374, + "Albumin_Level": 3.659675415, + "Alkaline_Phosphatase_Level": 64.99682397, + "Alanine_Aminotransferase_Level": 29.27137779, + "Aspartate_Aminotransferase_Level": 18.07743209, + "Creatinine_Level": 0.860390349, + "LDH_Level": 235.2001737, + "Calcium_Level": 8.893034766, + "Phosphorus_Level": 4.315853987, + "Glucose_Level": 116.1962682, + "Potassium_Level": 3.728140052, + "Sodium_Level": 137.1261763, + "Smoking_Pack_Years": 21.30092267 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.08967005, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.95202784, + "White_Blood_Cell_Count": 5.082574905, + "Platelet_Count": 357.543451, + "Albumin_Level": 4.503019743, + "Alkaline_Phosphatase_Level": 109.864284, + "Alanine_Aminotransferase_Level": 21.8529151, + "Aspartate_Aminotransferase_Level": 47.53143888, + "Creatinine_Level": 0.522717309, + "LDH_Level": 168.0363733, + "Calcium_Level": 9.090898647, + "Phosphorus_Level": 4.875972631, + "Glucose_Level": 89.79467714, 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"Alanine_Aminotransferase_Level": 26.5490018, + "Aspartate_Aminotransferase_Level": 25.42408144, + "Creatinine_Level": 1.097727162, + "LDH_Level": 137.5385243, + "Calcium_Level": 10.39936938, + "Phosphorus_Level": 3.204487066, + "Glucose_Level": 113.8971845, + "Potassium_Level": 3.569774296, + "Sodium_Level": 137.528079, + "Smoking_Pack_Years": 55.89392894 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.80699722, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.89910343, + "White_Blood_Cell_Count": 9.943738146, + "Platelet_Count": 210.3932372, + "Albumin_Level": 4.654198962, + "Alkaline_Phosphatase_Level": 47.58396873, + "Alanine_Aminotransferase_Level": 22.14056114, + "Aspartate_Aminotransferase_Level": 19.41049907, + "Creatinine_Level": 0.602624031, + "LDH_Level": 216.7660636, + "Calcium_Level": 10.06263347, + "Phosphorus_Level": 4.443035076, + "Glucose_Level": 97.78806694, + "Potassium_Level": 4.759062321, + "Sodium_Level": 144.7966914, + "Smoking_Pack_Years": 90.06420395 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 13.61349207, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.97265659, + "White_Blood_Cell_Count": 4.957822778, + "Platelet_Count": 160.3521288, + "Albumin_Level": 3.202174646, + "Alkaline_Phosphatase_Level": 101.1887666, + "Alanine_Aminotransferase_Level": 7.934811748, + "Aspartate_Aminotransferase_Level": 49.62427923, + "Creatinine_Level": 0.55224763, + "LDH_Level": 165.9194941, + "Calcium_Level": 9.337935606, + "Phosphorus_Level": 4.557682936, + "Glucose_Level": 115.5463315, + "Potassium_Level": 4.368820478, + "Sodium_Level": 137.7797254, + "Smoking_Pack_Years": 15.87124353 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.72154776, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 10.02957575, + "White_Blood_Cell_Count": 9.705557237, + "Platelet_Count": 282.0794026, + "Albumin_Level": 3.142258524, + "Alkaline_Phosphatase_Level": 35.40606258, + "Alanine_Aminotransferase_Level": 11.56056999, + "Aspartate_Aminotransferase_Level": 39.92026652, + "Creatinine_Level": 1.268218202, + "LDH_Level": 172.3605205, + "Calcium_Level": 8.253580444, + "Phosphorus_Level": 2.94751302, + "Glucose_Level": 99.37471235, + "Potassium_Level": 4.636102825, + "Sodium_Level": 142.7294543, + "Smoking_Pack_Years": 71.46059306 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.55050336, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.93261805, + "White_Blood_Cell_Count": 5.12450435, + "Platelet_Count": 376.9532702, + "Albumin_Level": 4.711109775, + "Alkaline_Phosphatase_Level": 55.88761577, + "Alanine_Aminotransferase_Level": 24.01337827, + "Aspartate_Aminotransferase_Level": 38.6212231, + "Creatinine_Level": 1.341371058, + "LDH_Level": 166.6088933, + "Calcium_Level": 10.17758154, + "Phosphorus_Level": 4.505730275, + "Glucose_Level": 141.975912, + "Potassium_Level": 4.880583049, + "Sodium_Level": 141.7810909, + "Smoking_Pack_Years": 43.3852434 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.54744715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.23621184, + "White_Blood_Cell_Count": 4.676230507, + "Platelet_Count": 413.6490534, + "Albumin_Level": 4.661182939, + "Alkaline_Phosphatase_Level": 39.59087804, + "Alanine_Aminotransferase_Level": 24.45672883, + "Aspartate_Aminotransferase_Level": 25.89108316, + "Creatinine_Level": 1.044892568, + "LDH_Level": 177.4901763, + "Calcium_Level": 8.314643418, + "Phosphorus_Level": 3.151911364, + "Glucose_Level": 74.23845793, + "Potassium_Level": 4.951839564, + "Sodium_Level": 143.4990449, + "Smoking_Pack_Years": 26.41999948 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.26472393, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 44, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.15973002, + "White_Blood_Cell_Count": 4.13565605, + "Platelet_Count": 224.8621642, + "Albumin_Level": 3.936255567, + "Alkaline_Phosphatase_Level": 48.72226404, 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"Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.3364765, + "White_Blood_Cell_Count": 5.216629402, + "Platelet_Count": 411.2248354, + "Albumin_Level": 4.409070414, + "Alkaline_Phosphatase_Level": 89.71202285, + "Alanine_Aminotransferase_Level": 28.62836337, + "Aspartate_Aminotransferase_Level": 36.57483995, + "Creatinine_Level": 0.892564174, + "LDH_Level": 179.774773, + "Calcium_Level": 9.777702944, + "Phosphorus_Level": 3.870909519, + "Glucose_Level": 109.0551025, + "Potassium_Level": 4.783995982, + "Sodium_Level": 143.8253801, + "Smoking_Pack_Years": 2.158784372 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.02694233, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.45920548, + "White_Blood_Cell_Count": 5.895115989, + "Platelet_Count": 153.3466911, + "Albumin_Level": 3.872154584, + "Alkaline_Phosphatase_Level": 118.4927798, + "Alanine_Aminotransferase_Level": 39.24615916, + "Aspartate_Aminotransferase_Level": 42.55815211, + "Creatinine_Level": 0.500424408, + "LDH_Level": 158.2201943, + "Calcium_Level": 8.348533016, + "Phosphorus_Level": 3.128223568, + "Glucose_Level": 145.660952, + "Potassium_Level": 3.680855263, + "Sodium_Level": 136.8534424, + "Smoking_Pack_Years": 69.46466794 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.69520753, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.00459402, + "White_Blood_Cell_Count": 5.304081837, + "Platelet_Count": 207.6139609, + "Albumin_Level": 4.767658982, + "Alkaline_Phosphatase_Level": 53.59036442, + "Alanine_Aminotransferase_Level": 30.6364687, + "Aspartate_Aminotransferase_Level": 36.09518564, + "Creatinine_Level": 0.846120952, + "LDH_Level": 147.6689345, + "Calcium_Level": 9.120056592, + "Phosphorus_Level": 3.814094795, + 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50.64838353, + "Alanine_Aminotransferase_Level": 10.4329648, + "Aspartate_Aminotransferase_Level": 34.85748457, + "Creatinine_Level": 1.302031933, + "LDH_Level": 118.1871363, + "Calcium_Level": 8.864029383, + "Phosphorus_Level": 4.349840515, + "Glucose_Level": 83.4482088, + "Potassium_Level": 4.494841762, + "Sodium_Level": 143.5105365, + "Smoking_Pack_Years": 47.03986874 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.63175552, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.48198887, + "White_Blood_Cell_Count": 8.835197726, + "Platelet_Count": 416.6679462, + "Albumin_Level": 3.434814842, + "Alkaline_Phosphatase_Level": 74.25618699, + "Alanine_Aminotransferase_Level": 16.60866958, + "Aspartate_Aminotransferase_Level": 14.77514347, + "Creatinine_Level": 1.46503614, + "LDH_Level": 140.5118211, + "Calcium_Level": 8.756128335, + "Phosphorus_Level": 2.743061368, + "Glucose_Level": 141.7419318, + "Potassium_Level": 4.423553401, + "Sodium_Level": 140.3912902, + "Smoking_Pack_Years": 66.72934114 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 70.05447094, + "Tumor_Location": 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"Potassium_Level": 4.833256506, + "Sodium_Level": 142.5969186, + "Smoking_Pack_Years": 58.27013573 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.21750262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.48958305, + "White_Blood_Cell_Count": 9.71201644, + "Platelet_Count": 422.2160267, + "Albumin_Level": 4.028678063, + "Alkaline_Phosphatase_Level": 72.00847807, + "Alanine_Aminotransferase_Level": 26.58211375, + "Aspartate_Aminotransferase_Level": 34.55622529, + "Creatinine_Level": 0.527532989, + "LDH_Level": 239.9514873, + "Calcium_Level": 9.026765035, + "Phosphorus_Level": 2.500069159, + "Glucose_Level": 104.4369927, + "Potassium_Level": 4.405162311, + "Sodium_Level": 141.9907774, + "Smoking_Pack_Years": 25.50661423 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.62961258, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 26, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.11340435, + "White_Blood_Cell_Count": 3.538883419, + "Platelet_Count": 297.9878162, + "Albumin_Level": 4.125225001, + "Alkaline_Phosphatase_Level": 38.54006122, + "Alanine_Aminotransferase_Level": 14.04906424, + "Aspartate_Aminotransferase_Level": 25.93839308, + "Creatinine_Level": 1.03486136, + "LDH_Level": 124.0007706, + "Calcium_Level": 10.38416369, + "Phosphorus_Level": 4.198220974, + "Glucose_Level": 128.3404563, + "Potassium_Level": 4.422326469, + "Sodium_Level": 135.7342286, + "Smoking_Pack_Years": 33.81905623 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.83345465, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + 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145.5882182, + "Potassium_Level": 4.076218255, + "Sodium_Level": 136.2561767, + "Smoking_Pack_Years": 26.70796749 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.60493749, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.76619245, + "White_Blood_Cell_Count": 5.997892321, + "Platelet_Count": 318.9575159, + "Albumin_Level": 4.696009521, + "Alkaline_Phosphatase_Level": 41.12374177, + "Alanine_Aminotransferase_Level": 15.09933774, + "Aspartate_Aminotransferase_Level": 40.96898083, + "Creatinine_Level": 0.721571293, + "LDH_Level": 155.8031125, + "Calcium_Level": 9.785784978, + "Phosphorus_Level": 3.303085711, + "Glucose_Level": 108.433603, + "Potassium_Level": 4.367418089, + "Sodium_Level": 140.4422686, + "Smoking_Pack_Years": 29.16078594 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.36694296, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 71, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.83120666, + "White_Blood_Cell_Count": 9.284833417, + "Platelet_Count": 301.1957983, + "Albumin_Level": 4.241025778, + "Alkaline_Phosphatase_Level": 74.00963242, + "Alanine_Aminotransferase_Level": 15.19907392, + "Aspartate_Aminotransferase_Level": 37.42638728, + "Creatinine_Level": 0.939407535, + "LDH_Level": 213.4436103, + "Calcium_Level": 9.21634126, + "Phosphorus_Level": 4.110250581, + "Glucose_Level": 99.18036206, + "Potassium_Level": 3.926623896, + "Sodium_Level": 140.0232122, + "Smoking_Pack_Years": 51.76585477 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.63281116, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.34340013, + "White_Blood_Cell_Count": 4.020045141, + "Platelet_Count": 405.0886195, + "Albumin_Level": 4.434323537, + "Alkaline_Phosphatase_Level": 93.9871447, + "Alanine_Aminotransferase_Level": 7.972063755, + "Aspartate_Aminotransferase_Level": 38.14776707, + "Creatinine_Level": 0.659719396, + "LDH_Level": 158.7449881, + "Calcium_Level": 8.63892233, + "Phosphorus_Level": 4.66995289, + "Glucose_Level": 132.2612488, + "Potassium_Level": 3.655412001, + "Sodium_Level": 139.6195799, + "Smoking_Pack_Years": 90.50279762 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.81060851, + "Tumor_Location": 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115.2429254, + "Calcium_Level": 8.557579754, + "Phosphorus_Level": 2.775052769, + "Glucose_Level": 108.6195798, + "Potassium_Level": 4.258502903, + "Sodium_Level": 138.4644949, + "Smoking_Pack_Years": 72.54424239 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.12846105, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.85275318, + "White_Blood_Cell_Count": 4.66931208, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 15.66070043, + "White_Blood_Cell_Count": 8.632621172, + "Platelet_Count": 312.3661703, + "Albumin_Level": 3.861573781, + "Alkaline_Phosphatase_Level": 103.2834088, + "Alanine_Aminotransferase_Level": 38.2310811, + "Aspartate_Aminotransferase_Level": 34.98289016, + "Creatinine_Level": 0.963373548, + "LDH_Level": 154.4088526, + "Calcium_Level": 9.070012269, + "Phosphorus_Level": 3.029488116, + "Glucose_Level": 138.410809, + "Potassium_Level": 3.619947622, + "Sodium_Level": 136.8754001, + "Smoking_Pack_Years": 36.5978248 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.8012162, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.51747092, + "White_Blood_Cell_Count": 4.859760352, + "Platelet_Count": 158.343212, + "Albumin_Level": 3.685201773, + "Alkaline_Phosphatase_Level": 57.30047951, + "Alanine_Aminotransferase_Level": 26.41330915, + "Aspartate_Aminotransferase_Level": 45.30069095, + "Creatinine_Level": 0.506509379, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.17848061, + "White_Blood_Cell_Count": 5.293904843, + "Platelet_Count": 323.9762604, + "Albumin_Level": 4.156180061, + "Alkaline_Phosphatase_Level": 119.8968513, + "Alanine_Aminotransferase_Level": 12.25737206, + "Aspartate_Aminotransferase_Level": 28.76283096, + "Creatinine_Level": 1.195666033, + "LDH_Level": 129.5013951, + "Calcium_Level": 8.261468067, + "Phosphorus_Level": 3.515182223, + "Glucose_Level": 95.29634733, + "Potassium_Level": 4.209891482, + "Sodium_Level": 141.4575713, + "Smoking_Pack_Years": 14.18856824 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.10582031, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "African American", 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.37647457, + "White_Blood_Cell_Count": 4.69272536, + "Platelet_Count": 239.5816029, + "Albumin_Level": 4.368046945, + "Alkaline_Phosphatase_Level": 97.24626118, + "Alanine_Aminotransferase_Level": 30.36066981, + "Aspartate_Aminotransferase_Level": 34.50128274, + "Creatinine_Level": 1.039132272, + "LDH_Level": 199.7645016, + "Calcium_Level": 8.433517731, + "Phosphorus_Level": 3.090709828, + "Glucose_Level": 102.5203771, + "Potassium_Level": 4.400606272, + "Sodium_Level": 143.8259132, + "Smoking_Pack_Years": 14.16186441 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.57506799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 4, 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"Smoking_Pack_Years": 8.003119369 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.63024698, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.46489937, + "White_Blood_Cell_Count": 6.14104643, + "Platelet_Count": 301.2152252, + "Albumin_Level": 3.882206157, + "Alkaline_Phosphatase_Level": 44.75222399, + "Alanine_Aminotransferase_Level": 37.91292312, + "Aspartate_Aminotransferase_Level": 35.87578441, + "Creatinine_Level": 0.522198322, + "LDH_Level": 186.2597904, + "Calcium_Level": 10.39138671, + "Phosphorus_Level": 4.627228825, + "Glucose_Level": 135.5777523, + "Potassium_Level": 3.507844386, + "Sodium_Level": 143.0324441, + "Smoking_Pack_Years": 79.85255865 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.84374262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.80693144, + "White_Blood_Cell_Count": 9.374201592, + "Platelet_Count": 288.4061752, + "Albumin_Level": 4.933046962, + "Alkaline_Phosphatase_Level": 80.31979719, + "Alanine_Aminotransferase_Level": 19.7461206, + "Aspartate_Aminotransferase_Level": 18.39811392, + "Creatinine_Level": 1.286950321, + "LDH_Level": 179.2158423, + "Calcium_Level": 9.142469826, + "Phosphorus_Level": 4.666209995, + "Glucose_Level": 142.389113, + "Potassium_Level": 3.829278606, + "Sodium_Level": 142.2702192, + "Smoking_Pack_Years": 12.33748159 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.77602058, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.02931393, + "White_Blood_Cell_Count": 4.293233144, + "Platelet_Count": 196.4443624, + "Albumin_Level": 4.789588391, + "Alkaline_Phosphatase_Level": 68.26167486, + "Alanine_Aminotransferase_Level": 32.93687713, + "Aspartate_Aminotransferase_Level": 25.85071393, + "Creatinine_Level": 0.697812173, + "LDH_Level": 148.8388601, + "Calcium_Level": 8.28271468, + "Phosphorus_Level": 4.811898853, + "Glucose_Level": 97.10166139, + "Potassium_Level": 4.674601719, + "Sodium_Level": 144.6736588, + "Smoking_Pack_Years": 5.048564679 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 67.21970978, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.63928612, + "White_Blood_Cell_Count": 3.614893957, + "Platelet_Count": 276.0632174, + "Albumin_Level": 4.962868004, + "Alkaline_Phosphatase_Level": 58.26018963, + "Alanine_Aminotransferase_Level": 10.4640559, + "Aspartate_Aminotransferase_Level": 21.94966483, + "Creatinine_Level": 0.681840196, + "LDH_Level": 185.5874611, + "Calcium_Level": 8.420334045, + "Phosphorus_Level": 4.69191381, + "Glucose_Level": 101.2082105, + "Potassium_Level": 4.481857476, + "Sodium_Level": 138.3784388, + "Smoking_Pack_Years": 30.20856623 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.84850243, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.17082535, + "White_Blood_Cell_Count": 4.962250838, + "Platelet_Count": 377.6247259, + "Albumin_Level": 4.437089768, + "Alkaline_Phosphatase_Level": 36.72526209, + "Alanine_Aminotransferase_Level": 34.77588003, + "Aspartate_Aminotransferase_Level": 10.00387428, + "Creatinine_Level": 1.46184342, + "LDH_Level": 162.5902353, + "Calcium_Level": 9.907033851, + "Phosphorus_Level": 3.452527568, + "Glucose_Level": 148.5292988, + "Potassium_Level": 4.611925394, 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"Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.70166353, + "White_Blood_Cell_Count": 4.483336032, + "Platelet_Count": 236.9529961, + "Albumin_Level": 3.203577485, + "Alkaline_Phosphatase_Level": 70.4553971, + "Alanine_Aminotransferase_Level": 37.20749555, + "Aspartate_Aminotransferase_Level": 40.29220357, + "Creatinine_Level": 0.661603909, + "LDH_Level": 127.2536279, + "Calcium_Level": 9.489200727, + "Phosphorus_Level": 3.240980367, + "Glucose_Level": 126.9070257, + "Potassium_Level": 3.596881436, + "Sodium_Level": 139.010256, + "Smoking_Pack_Years": 58.8537969 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.33529383, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.39630347, + "White_Blood_Cell_Count": 6.294045452, + "Platelet_Count": 347.1158041, + "Albumin_Level": 4.585619139, + "Alkaline_Phosphatase_Level": 33.18125667, + "Alanine_Aminotransferase_Level": 11.10538269, + "Aspartate_Aminotransferase_Level": 37.98100252, + "Creatinine_Level": 0.767958625, + "LDH_Level": 234.4980522, + "Calcium_Level": 9.286571145, + "Phosphorus_Level": 4.612570021, + "Glucose_Level": 137.8044046, + "Potassium_Level": 3.678393198, + "Sodium_Level": 141.9004159, + "Smoking_Pack_Years": 80.00073291 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.62272547, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.35236158, + "White_Blood_Cell_Count": 5.174182578, + "Platelet_Count": 289.2338791, + "Albumin_Level": 3.44200097, + "Alkaline_Phosphatase_Level": 33.2076794, + "Alanine_Aminotransferase_Level": 20.12685539, + "Aspartate_Aminotransferase_Level": 12.15978762, + "Creatinine_Level": 0.702766488, + "LDH_Level": 107.9417978, + "Calcium_Level": 9.600945651, + "Phosphorus_Level": 4.098373975, + "Glucose_Level": 143.0225865, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 14.9874196, + "White_Blood_Cell_Count": 4.378322367, + "Platelet_Count": 342.3018953, + "Albumin_Level": 3.215518299, + "Alkaline_Phosphatase_Level": 93.08816474, + "Alanine_Aminotransferase_Level": 13.41880093, + "Aspartate_Aminotransferase_Level": 15.77097389, + "Creatinine_Level": 0.589726541, + "LDH_Level": 120.9972746, + "Calcium_Level": 8.798688557, + "Phosphorus_Level": 2.961402646, + "Glucose_Level": 124.0861937, + "Potassium_Level": 4.129654166, + "Sodium_Level": 138.3891823, + "Smoking_Pack_Years": 80.8160554 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.81414727, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.29050639, + "White_Blood_Cell_Count": 7.35916541, + "Platelet_Count": 178.7283572, + "Albumin_Level": 3.902475718, + "Alkaline_Phosphatase_Level": 65.04111588, + "Alanine_Aminotransferase_Level": 10.07766194, + "Aspartate_Aminotransferase_Level": 41.5867034, + "Creatinine_Level": 1.257146244, + "LDH_Level": 179.0008588, + "Calcium_Level": 9.952565948, + "Phosphorus_Level": 3.139636792, + "Glucose_Level": 75.97523639, + "Potassium_Level": 4.173198667, + "Sodium_Level": 136.1642915, + "Smoking_Pack_Years": 58.79959381 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 62.82010123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.56506894, + "White_Blood_Cell_Count": 4.666593017, + "Platelet_Count": 253.3494112, + "Albumin_Level": 4.819019749, + "Alkaline_Phosphatase_Level": 103.6993216, + "Alanine_Aminotransferase_Level": 5.329884629, + "Aspartate_Aminotransferase_Level": 25.3801467, + "Creatinine_Level": 0.982006147, + "LDH_Level": 240.405742, + "Calcium_Level": 8.893362667, + "Phosphorus_Level": 4.790323882, + "Glucose_Level": 127.4546853, + "Potassium_Level": 3.550897699, 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"Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.25417093, + "White_Blood_Cell_Count": 6.614467469, + "Platelet_Count": 449.3685512, + "Albumin_Level": 4.958308199, + "Alkaline_Phosphatase_Level": 111.4907122, + "Alanine_Aminotransferase_Level": 34.27217373, + "Aspartate_Aminotransferase_Level": 38.5128091, + "Creatinine_Level": 0.809108045, + "LDH_Level": 124.7620745, + "Calcium_Level": 10.06373331, + "Phosphorus_Level": 3.67577979, + "Glucose_Level": 85.76134968, + "Potassium_Level": 4.211744034, + "Sodium_Level": 141.5150318, + "Smoking_Pack_Years": 24.93950876 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.15955375, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 15.73154379, + "White_Blood_Cell_Count": 3.649040408, + "Platelet_Count": 210.9986159, + "Albumin_Level": 3.572491941, + "Alkaline_Phosphatase_Level": 43.92526972, + "Alanine_Aminotransferase_Level": 31.89824285, + "Aspartate_Aminotransferase_Level": 17.0188362, + "Creatinine_Level": 0.886805571, + "LDH_Level": 166.6436251, + "Calcium_Level": 9.335619888, + "Phosphorus_Level": 4.325751556, + "Glucose_Level": 89.10375862, + "Potassium_Level": 3.998731714, + "Sodium_Level": 138.9344126, + "Smoking_Pack_Years": 45.22612244 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.78052426, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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4.959192663, + "Sodium_Level": 138.1841161, + "Smoking_Pack_Years": 7.530358956 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.51645296, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.24052998, + "White_Blood_Cell_Count": 4.823882179, + "Platelet_Count": 245.0984245, + "Albumin_Level": 4.977722423, + "Alkaline_Phosphatase_Level": 37.91392893, + "Alanine_Aminotransferase_Level": 28.58451241, + "Aspartate_Aminotransferase_Level": 32.63421609, + "Creatinine_Level": 1.225101343, + "LDH_Level": 205.3553678, + "Calcium_Level": 8.684347707, + "Phosphorus_Level": 3.525122604, + "Glucose_Level": 147.2581934, + "Potassium_Level": 3.57871123, + "Sodium_Level": 141.2030605, + "Smoking_Pack_Years": 59.44359118 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.71695412, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 28, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.21535395, + "White_Blood_Cell_Count": 5.2329503, + "Platelet_Count": 363.6879935, + "Albumin_Level": 3.001402486, + "Alkaline_Phosphatase_Level": 85.97423275, + "Alanine_Aminotransferase_Level": 38.12435432, + "Aspartate_Aminotransferase_Level": 40.83150644, + "Creatinine_Level": 1.118371762, + "LDH_Level": 160.5466006, + "Calcium_Level": 9.852854241, + "Phosphorus_Level": 3.718831486, + "Glucose_Level": 111.6162364, + "Potassium_Level": 3.998192127, + "Sodium_Level": 135.4833868, + "Smoking_Pack_Years": 66.24962715 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.23999855, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.01548236, + "White_Blood_Cell_Count": 3.596654859, + "Platelet_Count": 275.237216, + "Albumin_Level": 3.070263896, + "Alkaline_Phosphatase_Level": 109.1874753, + "Alanine_Aminotransferase_Level": 30.24420668, + "Aspartate_Aminotransferase_Level": 29.05798314, + "Creatinine_Level": 1.135940963, + "LDH_Level": 182.2063556, + "Calcium_Level": 9.201074774, + "Phosphorus_Level": 2.584147179, + "Glucose_Level": 138.4504698, + "Potassium_Level": 4.237837997, + "Sodium_Level": 136.4689811, + "Smoking_Pack_Years": 47.38179623 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 10.54602339, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.23547574, + "White_Blood_Cell_Count": 4.593290934, + "Platelet_Count": 162.422173, + "Albumin_Level": 3.722960755, + "Alkaline_Phosphatase_Level": 109.0355656, + "Alanine_Aminotransferase_Level": 7.111719642, + "Aspartate_Aminotransferase_Level": 36.79778983, + "Creatinine_Level": 1.247127747, + "LDH_Level": 194.1956658, + "Calcium_Level": 10.4915851, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 119.5485749, + "Alanine_Aminotransferase_Level": 30.63164889, + "Aspartate_Aminotransferase_Level": 13.73447418, + "Creatinine_Level": 1.332867395, + "LDH_Level": 141.2723707, + "Calcium_Level": 8.4238906, + "Phosphorus_Level": 3.648622604, + "Glucose_Level": 74.62790508, + "Potassium_Level": 4.27162274, + "Sodium_Level": 137.7079672, + "Smoking_Pack_Years": 94.46124708 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.46720915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.58800187, + "White_Blood_Cell_Count": 8.239288123, + "Platelet_Count": 166.62385, + "Albumin_Level": 4.901399856, + "Alkaline_Phosphatase_Level": 75.78619486, + "Alanine_Aminotransferase_Level": 8.23187272, + "Aspartate_Aminotransferase_Level": 15.48796918, + "Creatinine_Level": 0.904817896, + "LDH_Level": 116.34515, + "Calcium_Level": 9.472941779, + "Phosphorus_Level": 2.706010299, + "Glucose_Level": 103.8125204, + "Potassium_Level": 4.891666357, + "Sodium_Level": 142.2601832, + "Smoking_Pack_Years": 62.35854205 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current 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"Phosphorus_Level": 4.823608328, + "Glucose_Level": 110.6063128, + "Potassium_Level": 4.937494996, + "Sodium_Level": 135.5486625, + "Smoking_Pack_Years": 30.51189175 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.3840525, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.92209499, + "White_Blood_Cell_Count": 8.717506892, + "Platelet_Count": 258.5397383, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.72711544, + "White_Blood_Cell_Count": 8.190715438, + "Platelet_Count": 424.7287392, + "Albumin_Level": 3.557926159, + "Alkaline_Phosphatase_Level": 77.39315904, + "Alanine_Aminotransferase_Level": 22.05457307, + "Aspartate_Aminotransferase_Level": 44.07208328, + "Creatinine_Level": 1.190713829, + "LDH_Level": 216.2059905, + "Calcium_Level": 10.14538911, + "Phosphorus_Level": 3.744027519, + "Glucose_Level": 149.6960594, + "Potassium_Level": 4.440765154, + "Sodium_Level": 139.8733618, + "Smoking_Pack_Years": 92.78172926 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.08303829, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.87119264, + "White_Blood_Cell_Count": 7.939735518, + "Platelet_Count": 284.0524231, + "Albumin_Level": 4.33190896, + "Alkaline_Phosphatase_Level": 45.86377602, + "Alanine_Aminotransferase_Level": 21.62823125, + "Aspartate_Aminotransferase_Level": 10.68936458, + "Creatinine_Level": 1.484302303, + "LDH_Level": 150.1848259, + 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"Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.27917414, + "White_Blood_Cell_Count": 5.035752334, + "Platelet_Count": 346.2986875, + "Albumin_Level": 3.783585808, + "Alkaline_Phosphatase_Level": 113.4422288, + "Alanine_Aminotransferase_Level": 29.28737743, + "Aspartate_Aminotransferase_Level": 33.18616561, + "Creatinine_Level": 0.62612703, + "LDH_Level": 154.2548496, + "Calcium_Level": 8.585002006, + "Phosphorus_Level": 2.733768961, + "Glucose_Level": 113.8656832, + "Potassium_Level": 3.641422583, + "Sodium_Level": 141.6488193, + "Smoking_Pack_Years": 54.24479573 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.35477271, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.83383907, + "White_Blood_Cell_Count": 5.866813994, + "Platelet_Count": 285.1926051, + "Albumin_Level": 4.589495542, + "Alkaline_Phosphatase_Level": 71.44002443, + "Alanine_Aminotransferase_Level": 35.54566014, + "Aspartate_Aminotransferase_Level": 37.40937225, + "Creatinine_Level": 1.149679509, + "LDH_Level": 114.8741849, + "Calcium_Level": 9.541456115, + "Phosphorus_Level": 2.965256441, + "Glucose_Level": 85.42177865, + "Potassium_Level": 4.359148516, + "Sodium_Level": 135.0135045, + "Smoking_Pack_Years": 95.82779985 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.61695897, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.0268719, + "White_Blood_Cell_Count": 4.53058181, + "Platelet_Count": 252.9483924, + "Albumin_Level": 3.660937456, + "Alkaline_Phosphatase_Level": 77.60550685, + "Alanine_Aminotransferase_Level": 39.23953929, + "Aspartate_Aminotransferase_Level": 35.81991588, + "Creatinine_Level": 1.314889118, + "LDH_Level": 226.1561681, + "Calcium_Level": 8.875185039, + "Phosphorus_Level": 3.273872559, + "Glucose_Level": 148.7023975, + "Potassium_Level": 4.183703615, + "Sodium_Level": 135.6599747, + "Smoking_Pack_Years": 79.43545956 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.25105225, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.14942082, + "White_Blood_Cell_Count": 8.142945451, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.81041273, + "White_Blood_Cell_Count": 7.394982659, + "Platelet_Count": 289.5900189, + "Albumin_Level": 4.37330886, + "Alkaline_Phosphatase_Level": 112.4322723, + "Alanine_Aminotransferase_Level": 6.889521811, + "Aspartate_Aminotransferase_Level": 13.29683593, + "Creatinine_Level": 1.34120678, + "LDH_Level": 246.9153922, + "Calcium_Level": 8.502409728, + "Phosphorus_Level": 4.090945293, + "Glucose_Level": 90.0219561, + "Potassium_Level": 4.314752139, + "Sodium_Level": 142.8978503, + "Smoking_Pack_Years": 46.63974774 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.85418562, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.88431192, + "White_Blood_Cell_Count": 4.928881701, + "Platelet_Count": 361.7339179, + "Albumin_Level": 3.903443252, + "Alkaline_Phosphatase_Level": 108.5777229, + "Alanine_Aminotransferase_Level": 14.19088551, + "Aspartate_Aminotransferase_Level": 16.78883582, + "Creatinine_Level": 0.999928852, + "LDH_Level": 118.7206352, + "Calcium_Level": 8.444649932, + "Phosphorus_Level": 4.906886815, + "Glucose_Level": 112.5072955, + "Potassium_Level": 3.500169431, + "Sodium_Level": 139.0790476, + "Smoking_Pack_Years": 88.50228008 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.81975449, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.28078813, + "White_Blood_Cell_Count": 7.796716703, + "Platelet_Count": 287.2756109, + "Albumin_Level": 3.184027942, + "Alkaline_Phosphatase_Level": 92.94080786, + "Alanine_Aminotransferase_Level": 10.45229331, + "Aspartate_Aminotransferase_Level": 11.77461003, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.37199551, + "White_Blood_Cell_Count": 9.051730935, + "Platelet_Count": 368.7034363, + "Albumin_Level": 4.132847891, + "Alkaline_Phosphatase_Level": 57.13341338, + "Alanine_Aminotransferase_Level": 27.22452707, + "Aspartate_Aminotransferase_Level": 25.77900529, + "Creatinine_Level": 0.59162817, + "LDH_Level": 105.8476899, + "Calcium_Level": 9.244491969, + "Phosphorus_Level": 4.94975648, + "Glucose_Level": 145.6369034, + "Potassium_Level": 4.652735958, + "Sodium_Level": 142.5219882, + "Smoking_Pack_Years": 88.32487616 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.80616961, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 68, 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"Aspartate_Aminotransferase_Level": 39.66710262, + "Creatinine_Level": 0.826952421, + "LDH_Level": 155.5953729, + "Calcium_Level": 9.229825635, + "Phosphorus_Level": 3.178172012, + "Glucose_Level": 129.9899024, + "Potassium_Level": 4.688032686, + "Sodium_Level": 140.6235565, + "Smoking_Pack_Years": 92.0799123 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.23119328, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 48, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 94, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.61524685, + "White_Blood_Cell_Count": 7.737623283, + "Platelet_Count": 254.8719846, + "Albumin_Level": 4.745534007, + "Alkaline_Phosphatase_Level": 52.12845006, + "Alanine_Aminotransferase_Level": 6.484578998, + "Aspartate_Aminotransferase_Level": 16.22455313, + "Creatinine_Level": 0.757291986, + "LDH_Level": 196.9618569, + "Calcium_Level": 8.626165693, + "Phosphorus_Level": 3.481665835, + "Glucose_Level": 83.49061271, + "Potassium_Level": 4.739825115, + "Sodium_Level": 136.2411968, + "Smoking_Pack_Years": 77.30243759 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.38993638, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.40003597, + "White_Blood_Cell_Count": 5.230786215, + "Platelet_Count": 360.7002913, + "Albumin_Level": 3.07473909, + "Alkaline_Phosphatase_Level": 108.7721771, + "Alanine_Aminotransferase_Level": 10.55468731, + "Aspartate_Aminotransferase_Level": 34.13281535, + "Creatinine_Level": 0.645783658, + "LDH_Level": 106.2607143, + "Calcium_Level": 8.513180205, + "Phosphorus_Level": 2.529716359, + "Glucose_Level": 73.81820147, + "Potassium_Level": 4.653965129, 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5.530820925, + "Aspartate_Aminotransferase_Level": 49.25204243, + "Creatinine_Level": 0.83183313, + "LDH_Level": 173.8111819, + "Calcium_Level": 10.11250741, + "Phosphorus_Level": 2.990635782, + "Glucose_Level": 129.3166554, + "Potassium_Level": 4.081948803, + "Sodium_Level": 136.9800398, + "Smoking_Pack_Years": 84.95741079 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.6701108, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 61, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.68623346, + "White_Blood_Cell_Count": 6.323529068, + "Platelet_Count": 398.8680629, + "Albumin_Level": 3.519050074, + "Alkaline_Phosphatase_Level": 73.90432209, + "Alanine_Aminotransferase_Level": 12.40542131, + "Aspartate_Aminotransferase_Level": 41.2596108, + "Creatinine_Level": 0.692769269, + "LDH_Level": 156.8844747, + "Calcium_Level": 9.072615678, + "Phosphorus_Level": 4.265312528, + "Glucose_Level": 77.68920667, + "Potassium_Level": 4.331188106, + "Sodium_Level": 143.1354363, + "Smoking_Pack_Years": 46.23146778 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.23960562, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.341598, + "White_Blood_Cell_Count": 6.619023191, + "Platelet_Count": 208.2946591, + "Albumin_Level": 4.987185428, + "Alkaline_Phosphatase_Level": 41.63496215, + "Alanine_Aminotransferase_Level": 16.72999383, + "Aspartate_Aminotransferase_Level": 39.80203489, + "Creatinine_Level": 1.139548503, + "LDH_Level": 155.7965887, + "Calcium_Level": 8.808945788, + "Phosphorus_Level": 4.695233567, + "Glucose_Level": 124.2049472, + "Potassium_Level": 4.115910025, + "Sodium_Level": 138.1296117, + "Smoking_Pack_Years": 97.16752874 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.45914888, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.3144805, + "White_Blood_Cell_Count": 4.956326548, + "Platelet_Count": 210.1945576, + "Albumin_Level": 4.06455512, + "Alkaline_Phosphatase_Level": 114.6277483, + "Alanine_Aminotransferase_Level": 38.80551841, + "Aspartate_Aminotransferase_Level": 19.50706986, + "Creatinine_Level": 1.27240307, + "LDH_Level": 231.1112006, + "Calcium_Level": 9.022819522, + "Phosphorus_Level": 4.993488048, + "Glucose_Level": 96.9206335, + "Potassium_Level": 4.724313743, + "Sodium_Level": 144.2426312, + "Smoking_Pack_Years": 63.78604322 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.27700404, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 37.62131469, + "Aspartate_Aminotransferase_Level": 16.82909524, + "Creatinine_Level": 0.849447496, + "LDH_Level": 122.0785669, + "Calcium_Level": 9.596670027, + "Phosphorus_Level": 3.33505109, + "Glucose_Level": 72.01588496, + "Potassium_Level": 4.906454514, + "Sodium_Level": 143.5644044, + "Smoking_Pack_Years": 40.37058646 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.32277787, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 140, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.45232021, + "White_Blood_Cell_Count": 7.36843968, + "Platelet_Count": 150.2962623, + "Albumin_Level": 3.595954225, + "Alkaline_Phosphatase_Level": 105.0730198, + "Alanine_Aminotransferase_Level": 13.30417016, + "Aspartate_Aminotransferase_Level": 49.37859335, + "Creatinine_Level": 1.040620772, + "LDH_Level": 170.1026216, + "Calcium_Level": 10.36506968, + "Phosphorus_Level": 3.728459437, + "Glucose_Level": 70.18142084, + "Potassium_Level": 4.980615906, + "Sodium_Level": 136.9544722, + "Smoking_Pack_Years": 86.56276721 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.40563745, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.54171662, + "White_Blood_Cell_Count": 7.339675423, + "Platelet_Count": 376.7579721, + "Albumin_Level": 3.254999525, + "Alkaline_Phosphatase_Level": 57.98538672, + "Alanine_Aminotransferase_Level": 14.45414309, + "Aspartate_Aminotransferase_Level": 46.52391245, + "Creatinine_Level": 1.331585054, + "LDH_Level": 107.7286904, + "Calcium_Level": 10.06048724, + "Phosphorus_Level": 3.376743205, + "Glucose_Level": 107.7319985, + "Potassium_Level": 4.879075602, + "Sodium_Level": 140.9478767, + "Smoking_Pack_Years": 49.52339262 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.7917928, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.8252767, + "White_Blood_Cell_Count": 7.678390718, + "Platelet_Count": 349.6655444, + "Albumin_Level": 3.770614368, + "Alkaline_Phosphatase_Level": 60.41340171, + "Alanine_Aminotransferase_Level": 6.918483958, + "Aspartate_Aminotransferase_Level": 22.13249626, + "Creatinine_Level": 0.880756598, + "LDH_Level": 131.7534041, + "Calcium_Level": 8.182572697, + "Phosphorus_Level": 3.253325827, + "Glucose_Level": 84.70062441, + "Potassium_Level": 3.797334987, + "Sodium_Level": 142.5653849, + "Smoking_Pack_Years": 34.53156111 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.24121649, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 15.63131333, + "White_Blood_Cell_Count": 5.898158273, + "Platelet_Count": 161.6435984, + "Albumin_Level": 3.740149326, + "Alkaline_Phosphatase_Level": 91.31449563, + "Alanine_Aminotransferase_Level": 21.55559612, + "Aspartate_Aminotransferase_Level": 20.22138436, + "Creatinine_Level": 0.934547723, + "LDH_Level": 144.2313243, + "Calcium_Level": 8.415484893, + "Phosphorus_Level": 2.906453544, + "Glucose_Level": 82.59527169, + "Potassium_Level": 4.629111613, + "Sodium_Level": 141.0886845, + "Smoking_Pack_Years": 81.4367736 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.62625983, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.67155973, + "White_Blood_Cell_Count": 9.617436772, + "Platelet_Count": 179.1590719, + "Albumin_Level": 3.347752902, + "Alkaline_Phosphatase_Level": 108.4991788, + "Alanine_Aminotransferase_Level": 24.37306284, + "Aspartate_Aminotransferase_Level": 18.56018773, + "Creatinine_Level": 0.993944344, + "LDH_Level": 166.661615, + "Calcium_Level": 8.767241008, + "Phosphorus_Level": 4.146372986, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.10849477, + "White_Blood_Cell_Count": 8.348424051, + "Platelet_Count": 383.0709706, + "Albumin_Level": 3.405641788, + "Alkaline_Phosphatase_Level": 108.5602684, + "Alanine_Aminotransferase_Level": 32.60748755, + "Aspartate_Aminotransferase_Level": 39.81566224, + "Creatinine_Level": 0.797866443, + "LDH_Level": 205.8771532, + "Calcium_Level": 8.836406869, + "Phosphorus_Level": 4.13500376, + "Glucose_Level": 148.3749535, + "Potassium_Level": 4.610139366, + "Sodium_Level": 142.1793826, + "Smoking_Pack_Years": 92.00627779 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 61.40861683, + "Alanine_Aminotransferase_Level": 23.42148666, + "Aspartate_Aminotransferase_Level": 11.40866529, + "Creatinine_Level": 1.269304, + "LDH_Level": 168.2696751, + "Calcium_Level": 9.68576602, + "Phosphorus_Level": 3.258557971, + "Glucose_Level": 106.0643894, + "Potassium_Level": 4.623771682, + "Sodium_Level": 139.8031513, + "Smoking_Pack_Years": 50.40721816 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.2553162, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.21571608, + "White_Blood_Cell_Count": 5.15764143, + "Platelet_Count": 410.9113693, + "Albumin_Level": 4.019295619, + "Alkaline_Phosphatase_Level": 75.48105627, + "Alanine_Aminotransferase_Level": 34.15121149, + "Aspartate_Aminotransferase_Level": 43.07442607, + "Creatinine_Level": 1.295334521, + "LDH_Level": 129.0115931, + "Calcium_Level": 8.460524116, + "Phosphorus_Level": 4.295601923, + "Glucose_Level": 80.93091638, + "Potassium_Level": 4.702742405, + "Sodium_Level": 140.417843, + "Smoking_Pack_Years": 17.42157132 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.13083613, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 13.39101881, + "White_Blood_Cell_Count": 9.476592889, + "Platelet_Count": 323.185991, + "Albumin_Level": 3.287991597, + "Alkaline_Phosphatase_Level": 35.89306813, + "Alanine_Aminotransferase_Level": 24.32706563, + "Aspartate_Aminotransferase_Level": 48.16969822, + "Creatinine_Level": 1.092934756, + "LDH_Level": 112.6208675, + "Calcium_Level": 8.407180236, + "Phosphorus_Level": 2.547389472, + "Glucose_Level": 121.6867019, + "Potassium_Level": 4.586986984, + "Sodium_Level": 142.9298136, + "Smoking_Pack_Years": 29.16569866 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.55591496, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.05239189, + "White_Blood_Cell_Count": 3.859499081, + "Platelet_Count": 168.9077169, + "Albumin_Level": 3.273273856, + "Alkaline_Phosphatase_Level": 44.05211904, + "Alanine_Aminotransferase_Level": 17.48365324, + "Aspartate_Aminotransferase_Level": 33.34601085, + "Creatinine_Level": 1.303768688, + "LDH_Level": 232.6660659, + "Calcium_Level": 9.444978687, + "Phosphorus_Level": 3.672278824, + "Glucose_Level": 97.32579458, + "Potassium_Level": 3.748931255, + "Sodium_Level": 144.2105847, + "Smoking_Pack_Years": 70.02197281 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.78774548, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.33777698, + "White_Blood_Cell_Count": 4.787199844, + "Platelet_Count": 237.1090427, + 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"Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.41327545, + "White_Blood_Cell_Count": 9.269448837, + "Platelet_Count": 234.5291195, + "Albumin_Level": 3.372808867, + "Alkaline_Phosphatase_Level": 71.29247532, + "Alanine_Aminotransferase_Level": 13.20264975, + "Aspartate_Aminotransferase_Level": 39.44032172, + "Creatinine_Level": 1.068412235, + "LDH_Level": 122.020221, + "Calcium_Level": 8.103293542, + "Phosphorus_Level": 3.798418962, + "Glucose_Level": 113.6084074, + "Potassium_Level": 4.937455306, + "Sodium_Level": 143.8362649, + "Smoking_Pack_Years": 70.83449309 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.77396522, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.18849579, + "White_Blood_Cell_Count": 6.897296495, + "Platelet_Count": 230.86542, + "Albumin_Level": 4.544428775, + "Alkaline_Phosphatase_Level": 86.71267455, + "Alanine_Aminotransferase_Level": 32.56214276, + "Aspartate_Aminotransferase_Level": 29.43921073, + "Creatinine_Level": 0.737950836, + "LDH_Level": 188.8304538, + "Calcium_Level": 8.527230948, + "Phosphorus_Level": 3.615307041, + "Glucose_Level": 95.59791291, + "Potassium_Level": 4.571468741, + "Sodium_Level": 144.1811055, + "Smoking_Pack_Years": 90.89415387 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.93285719, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 94, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.57962857, + "White_Blood_Cell_Count": 4.706317062, + "Platelet_Count": 255.04752, + "Albumin_Level": 3.850575818, + "Alkaline_Phosphatase_Level": 59.03598741, + "Alanine_Aminotransferase_Level": 24.33617373, + "Aspartate_Aminotransferase_Level": 26.57693925, + "Creatinine_Level": 0.500705466, + "LDH_Level": 208.249405, + "Calcium_Level": 9.014571937, + "Phosphorus_Level": 3.357296983, + "Glucose_Level": 134.7826967, + "Potassium_Level": 4.06317253, + "Sodium_Level": 137.0682728, + "Smoking_Pack_Years": 76.31507407 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.63818337, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.54621726, + "White_Blood_Cell_Count": 6.165021398, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.72459455, + "White_Blood_Cell_Count": 4.034054434, + "Platelet_Count": 157.2651878, + "Albumin_Level": 3.420643857, + "Alkaline_Phosphatase_Level": 53.70445883, + "Alanine_Aminotransferase_Level": 5.585965568, + "Aspartate_Aminotransferase_Level": 27.14430257, + "Creatinine_Level": 0.533182595, + "LDH_Level": 163.6316312, + "Calcium_Level": 8.389858684, + "Phosphorus_Level": 4.157566713, + "Glucose_Level": 92.13317561, + "Potassium_Level": 4.317590995, + "Sodium_Level": 143.6321504, + "Smoking_Pack_Years": 60.31248485 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.71789478, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 92, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 12.18042676, + "White_Blood_Cell_Count": 3.587170933, + "Platelet_Count": 251.4339274, + "Albumin_Level": 4.843911393, + "Alkaline_Phosphatase_Level": 79.34982837, + "Alanine_Aminotransferase_Level": 30.69607032, + "Aspartate_Aminotransferase_Level": 21.58633861, + "Creatinine_Level": 0.817098914, + "LDH_Level": 101.0537415, + "Calcium_Level": 9.095295254, + "Phosphorus_Level": 2.882720853, + "Glucose_Level": 142.3621252, + "Potassium_Level": 4.019952791, + "Sodium_Level": 138.6038094, + "Smoking_Pack_Years": 9.301119026 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.18389865, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.00300231, + "White_Blood_Cell_Count": 3.830048907, + "Platelet_Count": 274.6909098, + "Albumin_Level": 4.10232687, + "Alkaline_Phosphatase_Level": 32.1969241, + "Alanine_Aminotransferase_Level": 20.59701217, + "Aspartate_Aminotransferase_Level": 16.02477525, + "Creatinine_Level": 0.871126237, + "LDH_Level": 210.1981121, + "Calcium_Level": 8.16565711, + "Phosphorus_Level": 4.943045997, + "Glucose_Level": 97.29105669, + "Potassium_Level": 3.93728098, + "Sodium_Level": 141.9027123, + "Smoking_Pack_Years": 61.35716338 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.89836747, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.72999609, + "White_Blood_Cell_Count": 6.629823992, + "Platelet_Count": 312.5398892, + "Albumin_Level": 3.74148359, + "Alkaline_Phosphatase_Level": 62.30928088, + "Alanine_Aminotransferase_Level": 18.91411007, + "Aspartate_Aminotransferase_Level": 33.64336915, + "Creatinine_Level": 1.336660146, + "LDH_Level": 102.1991924, + "Calcium_Level": 9.554452461, + "Phosphorus_Level": 3.658263651, + "Glucose_Level": 120.7450899, + "Potassium_Level": 4.994138876, + "Sodium_Level": 142.3774877, + "Smoking_Pack_Years": 35.39643026 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 56.70335503, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.33545208, + "White_Blood_Cell_Count": 7.955181849, + "Platelet_Count": 433.5318077, + "Albumin_Level": 4.588412432, + "Alkaline_Phosphatase_Level": 98.9532162, + "Alanine_Aminotransferase_Level": 18.01532011, + "Aspartate_Aminotransferase_Level": 28.11311701, + "Creatinine_Level": 0.685925206, + "LDH_Level": 230.86585, + "Calcium_Level": 9.284760135, + "Phosphorus_Level": 3.239103077, + "Glucose_Level": 97.34913528, + "Potassium_Level": 4.319529631, + "Sodium_Level": 141.287542, + "Smoking_Pack_Years": 64.69231004 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.07072093, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.13572081, + "White_Blood_Cell_Count": 8.671833321, + "Platelet_Count": 334.6187555, + "Albumin_Level": 3.512664529, + "Alkaline_Phosphatase_Level": 55.54541879, + "Alanine_Aminotransferase_Level": 11.70088679, + "Aspartate_Aminotransferase_Level": 16.42255785, + "Creatinine_Level": 0.688993657, + "LDH_Level": 219.7795422, + "Calcium_Level": 9.611442662, + "Phosphorus_Level": 4.394318154, + "Glucose_Level": 138.5903914, + "Potassium_Level": 4.081275074, + "Sodium_Level": 140.5913871, + "Smoking_Pack_Years": 5.879957299 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.72705451, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 37, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.46853196, + "White_Blood_Cell_Count": 4.63721636, + "Platelet_Count": 167.4966079, + "Albumin_Level": 4.517875831, + "Alkaline_Phosphatase_Level": 102.8298842, + "Alanine_Aminotransferase_Level": 31.09294138, + "Aspartate_Aminotransferase_Level": 34.85951687, + "Creatinine_Level": 0.807283785, + "LDH_Level": 198.5111973, + "Calcium_Level": 10.20157908, + "Phosphorus_Level": 3.049540107, + "Glucose_Level": 133.5677581, + "Potassium_Level": 3.723430588, + "Sodium_Level": 135.4416918, + "Smoking_Pack_Years": 60.68160804 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.98343674, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 73, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.43977481, + "White_Blood_Cell_Count": 5.08689414, + "Platelet_Count": 424.5019194, + "Albumin_Level": 4.07827964, + "Alkaline_Phosphatase_Level": 63.86709588, + "Alanine_Aminotransferase_Level": 13.7233854, + "Aspartate_Aminotransferase_Level": 37.59718913, + "Creatinine_Level": 1.352605395, + "LDH_Level": 131.5663388, + "Calcium_Level": 8.004434221, + "Phosphorus_Level": 4.965161292, + "Glucose_Level": 79.21296005, + "Potassium_Level": 4.396051601, + "Sodium_Level": 138.1935452, + "Smoking_Pack_Years": 66.61387979 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.18909598, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.82882082, + "White_Blood_Cell_Count": 4.053075859, + "Platelet_Count": 348.9207043, + "Albumin_Level": 3.256008448, + "Alkaline_Phosphatase_Level": 69.87648222, + "Alanine_Aminotransferase_Level": 11.0851445, + "Aspartate_Aminotransferase_Level": 28.64331329, + "Creatinine_Level": 0.828454065, + "LDH_Level": 208.4135343, + "Calcium_Level": 8.650711322, + "Phosphorus_Level": 3.278061107, + "Glucose_Level": 148.7322205, + "Potassium_Level": 4.206068837, + "Sodium_Level": 144.2677699, + "Smoking_Pack_Years": 79.45347908 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.7318384, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 76, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.95345412, + "White_Blood_Cell_Count": 4.563168653, + "Platelet_Count": 300.7654387, + "Albumin_Level": 3.043226825, + "Alkaline_Phosphatase_Level": 99.48447118, + "Alanine_Aminotransferase_Level": 8.693801396, + "Aspartate_Aminotransferase_Level": 25.96904167, + "Creatinine_Level": 1.024383154, + "LDH_Level": 178.7774087, + "Calcium_Level": 8.148832443, + "Phosphorus_Level": 3.398464178, + "Glucose_Level": 112.9734581, + "Potassium_Level": 4.391136898, + "Sodium_Level": 138.6978638, + "Smoking_Pack_Years": 30.04974973 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.06617394, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.83083224, + "White_Blood_Cell_Count": 4.781962237, + "Platelet_Count": 161.3234534, + "Albumin_Level": 3.038035884, + "Alkaline_Phosphatase_Level": 57.9676333, + "Alanine_Aminotransferase_Level": 18.54971538, + "Aspartate_Aminotransferase_Level": 11.80815951, + "Creatinine_Level": 1.064035748, + "LDH_Level": 136.578819, + "Calcium_Level": 9.710933045, + "Phosphorus_Level": 3.563163911, + "Glucose_Level": 82.36896906, + "Potassium_Level": 4.689778394, + "Sodium_Level": 135.1931122, + "Smoking_Pack_Years": 81.58871878 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.14792218, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 76, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 69, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.89569925, + "White_Blood_Cell_Count": 9.955476494, + "Platelet_Count": 441.2148148, + "Albumin_Level": 4.335024173, + "Alkaline_Phosphatase_Level": 70.70897972, + "Alanine_Aminotransferase_Level": 28.45913702, + "Aspartate_Aminotransferase_Level": 30.79320601, + "Creatinine_Level": 1.13810929, + "LDH_Level": 154.4193593, + "Calcium_Level": 8.224562889, + "Phosphorus_Level": 2.924283628, + "Glucose_Level": 93.39861409, + "Potassium_Level": 4.43931953, + "Sodium_Level": 136.7723444, + "Smoking_Pack_Years": 16.93117874 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.75499408, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.59461256, + "White_Blood_Cell_Count": 7.222072938, + "Platelet_Count": 312.4889002, + "Albumin_Level": 4.372423212, + "Alkaline_Phosphatase_Level": 43.51397231, + "Alanine_Aminotransferase_Level": 9.268625486, + "Aspartate_Aminotransferase_Level": 45.60273898, + "Creatinine_Level": 0.656359211, + "LDH_Level": 186.0529851, + "Calcium_Level": 9.926066316, + "Phosphorus_Level": 4.301032173, + "Glucose_Level": 130.40069, + "Potassium_Level": 4.177805907, + "Sodium_Level": 138.6102519, + "Smoking_Pack_Years": 4.001453567 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.70704151, + "Tumor_Location": "Lower 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"Tumor_Size_mm": 55.09300259, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.90145781, + "White_Blood_Cell_Count": 7.814289554, + "Platelet_Count": 157.9903913, + "Albumin_Level": 4.753949686, + "Alkaline_Phosphatase_Level": 42.39968017, + "Alanine_Aminotransferase_Level": 27.06404783, + "Aspartate_Aminotransferase_Level": 25.08279649, + "Creatinine_Level": 1.359161562, + "LDH_Level": 115.378006, + "Calcium_Level": 8.375670818, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.25010307, + "White_Blood_Cell_Count": 5.770314949, + "Platelet_Count": 376.0713203, + "Albumin_Level": 3.501089405, + "Alkaline_Phosphatase_Level": 39.98077708, + "Alanine_Aminotransferase_Level": 37.5420068, + "Aspartate_Aminotransferase_Level": 35.06863841, + "Creatinine_Level": 1.316968475, + "LDH_Level": 199.4773376, + "Calcium_Level": 9.970609839, + "Phosphorus_Level": 4.419113238, + "Glucose_Level": 121.6754172, + "Potassium_Level": 4.706062575, + "Sodium_Level": 138.1533906, + "Smoking_Pack_Years": 3.986330561 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.22889911, + "White_Blood_Cell_Count": 7.965743255, + "Platelet_Count": 217.2665393, + "Albumin_Level": 4.15090526, + "Alkaline_Phosphatase_Level": 116.6683932, + "Alanine_Aminotransferase_Level": 37.25842637, + "Aspartate_Aminotransferase_Level": 49.53185746, + "Creatinine_Level": 0.970126915, + "LDH_Level": 210.7359971, + "Calcium_Level": 9.20363706, + "Phosphorus_Level": 4.060893133, + "Glucose_Level": 81.49249333, + "Potassium_Level": 4.702190121, + "Sodium_Level": 142.406053, + "Smoking_Pack_Years": 6.168543058 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.85090286, + "White_Blood_Cell_Count": 7.075771272, + "Platelet_Count": 360.7077331, + "Albumin_Level": 3.160221132, + "Alkaline_Phosphatase_Level": 54.27176085, + "Alanine_Aminotransferase_Level": 13.06017584, + "Aspartate_Aminotransferase_Level": 36.44004628, + "Creatinine_Level": 1.324227854, + "LDH_Level": 106.0175601, + "Calcium_Level": 10.06273715, + "Phosphorus_Level": 3.443472183, + "Glucose_Level": 130.946844, + "Potassium_Level": 3.949470227, + "Sodium_Level": 141.4112062, + "Smoking_Pack_Years": 48.03029612 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.84403344, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 15.33537699, + "White_Blood_Cell_Count": 3.747764712, + "Platelet_Count": 369.0897821, + "Albumin_Level": 3.587812023, + "Alkaline_Phosphatase_Level": 58.13685162, + "Alanine_Aminotransferase_Level": 30.46315728, + "Aspartate_Aminotransferase_Level": 36.58363788, + "Creatinine_Level": 1.269063764, + "LDH_Level": 241.9362017, + "Calcium_Level": 10.14365061, + "Phosphorus_Level": 2.584764469, + "Glucose_Level": 106.3882143, + "Potassium_Level": 4.621435104, + "Sodium_Level": 135.3451064, + "Smoking_Pack_Years": 90.19541242 + }, + { 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"Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.2605947, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.73551559, + "White_Blood_Cell_Count": 4.065367225, + "Platelet_Count": 406.8760038, + "Albumin_Level": 4.972493909, + "Alkaline_Phosphatase_Level": 113.4736107, + "Alanine_Aminotransferase_Level": 25.05544078, + "Aspartate_Aminotransferase_Level": 15.25416998, + "Creatinine_Level": 1.273768158, + "LDH_Level": 248.6213718, + "Calcium_Level": 9.782983074, + "Phosphorus_Level": 3.140975648, + "Glucose_Level": 140.3774672, + "Potassium_Level": 3.881467125, + "Sodium_Level": 136.2118702, + "Smoking_Pack_Years": 67.51507662 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 64.2435795, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.93325991, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.1752186, + "White_Blood_Cell_Count": 9.263199427, + "Platelet_Count": 408.3472879, + "Albumin_Level": 3.625597287, + "Alkaline_Phosphatase_Level": 99.81758101, + "Alanine_Aminotransferase_Level": 5.320597457, + "Aspartate_Aminotransferase_Level": 21.95894929, + "Creatinine_Level": 0.909972431, + "LDH_Level": 202.8549599, + "Calcium_Level": 10.18486999, + "Phosphorus_Level": 3.867609314, + "Glucose_Level": 81.98225186, + "Potassium_Level": 4.203909097, + "Sodium_Level": 138.9378494, + "Smoking_Pack_Years": 44.14446397 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.73524609, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.38797717, + "White_Blood_Cell_Count": 5.226085212, + "Platelet_Count": 449.3691668, + "Albumin_Level": 4.565499884, + "Alkaline_Phosphatase_Level": 69.48105049, + "Alanine_Aminotransferase_Level": 9.24497638, + "Aspartate_Aminotransferase_Level": 11.51346644, + "Creatinine_Level": 1.174736029, + "LDH_Level": 116.0607406, + "Calcium_Level": 9.386026029, + "Phosphorus_Level": 4.684438822, + "Glucose_Level": 147.7860184, + "Potassium_Level": 3.520638503, + "Sodium_Level": 138.11401, + "Smoking_Pack_Years": 68.00628702 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.06068295, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.71931307, + "White_Blood_Cell_Count": 4.639707853, + "Platelet_Count": 182.4984947, + "Albumin_Level": 4.018902331, + "Alkaline_Phosphatase_Level": 109.1124435, + "Alanine_Aminotransferase_Level": 31.83809228, + "Aspartate_Aminotransferase_Level": 19.17905358, + "Creatinine_Level": 0.865156478, + "LDH_Level": 242.7986393, + "Calcium_Level": 9.390397712, + "Phosphorus_Level": 3.048060598, + "Glucose_Level": 109.3520845, + "Potassium_Level": 4.012496099, + "Sodium_Level": 136.7155329, + "Smoking_Pack_Years": 82.97913275 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.13004551, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.04691323, + "White_Blood_Cell_Count": 4.57257713, + "Platelet_Count": 288.5456677, + "Albumin_Level": 3.232570518, + "Alkaline_Phosphatase_Level": 56.74960601, + "Alanine_Aminotransferase_Level": 13.27325073, + "Aspartate_Aminotransferase_Level": 36.30215291, + "Creatinine_Level": 0.961810184, + "LDH_Level": 128.7902942, + "Calcium_Level": 10.2786448, + "Phosphorus_Level": 4.390023503, + "Glucose_Level": 136.0635522, + "Potassium_Level": 4.388552025, + "Sodium_Level": 138.4494196, + "Smoking_Pack_Years": 84.41713678 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.47864722, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 14.75885843, + "White_Blood_Cell_Count": 6.009372216, + "Platelet_Count": 387.4210937, + "Albumin_Level": 3.527283235, + "Alkaline_Phosphatase_Level": 49.18254266, + "Alanine_Aminotransferase_Level": 31.69438326, + "Aspartate_Aminotransferase_Level": 44.59295552, + "Creatinine_Level": 1.219131738, + "LDH_Level": 163.7541987, + "Calcium_Level": 10.08692168, + "Phosphorus_Level": 3.721650304, + "Glucose_Level": 117.205366, + "Potassium_Level": 4.809887363, + "Sodium_Level": 138.5813647, + "Smoking_Pack_Years": 86.94459209 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.05632229, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.01881169, + "White_Blood_Cell_Count": 8.609924317, + "Platelet_Count": 202.2861602, + "Albumin_Level": 4.531131963, + "Alkaline_Phosphatase_Level": 94.63952263, + "Alanine_Aminotransferase_Level": 38.52965861, + "Aspartate_Aminotransferase_Level": 12.98004295, + "Creatinine_Level": 0.548415184, + "LDH_Level": 153.5449878, + "Calcium_Level": 8.787080612, + "Phosphorus_Level": 2.553093587, + "Glucose_Level": 125.3376121, + "Potassium_Level": 3.645400941, + "Sodium_Level": 139.0953873, + "Smoking_Pack_Years": 10.46974141 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.03991338, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.08848942, + "White_Blood_Cell_Count": 9.284213291, + "Platelet_Count": 161.3390436, + "Albumin_Level": 4.34433179, + "Alkaline_Phosphatase_Level": 54.76670266, + "Alanine_Aminotransferase_Level": 8.326498477, + "Aspartate_Aminotransferase_Level": 49.93203577, + "Creatinine_Level": 0.968053396, + "LDH_Level": 242.6701812, + "Calcium_Level": 10.10731865, + "Phosphorus_Level": 3.817184811, + "Glucose_Level": 132.5946067, + "Potassium_Level": 4.15893755, + "Sodium_Level": 144.6168644, + "Smoking_Pack_Years": 24.0795606 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.19470341, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.07937805, + "White_Blood_Cell_Count": 3.620494578, + "Platelet_Count": 397.7735303, + "Albumin_Level": 4.945475528, + "Alkaline_Phosphatase_Level": 117.9584329, + "Alanine_Aminotransferase_Level": 19.05250576, + "Aspartate_Aminotransferase_Level": 43.7802962, + "Creatinine_Level": 0.553245937, + "LDH_Level": 195.4683791, + "Calcium_Level": 10.3738904, + "Phosphorus_Level": 4.311586578, + "Glucose_Level": 115.3348276, + "Potassium_Level": 4.348147176, + "Sodium_Level": 142.1538642, + "Smoking_Pack_Years": 22.03240081 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.31232152, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.18784505, + "White_Blood_Cell_Count": 3.716809759, + "Platelet_Count": 292.6285723, + "Albumin_Level": 4.772861752, + "Alkaline_Phosphatase_Level": 39.43224747, + "Alanine_Aminotransferase_Level": 21.67496519, + "Aspartate_Aminotransferase_Level": 17.18092752, + "Creatinine_Level": 1.179708187, + "LDH_Level": 199.2225772, + "Calcium_Level": 9.009076625, + "Phosphorus_Level": 2.906178599, + "Glucose_Level": 105.4991887, + "Potassium_Level": 4.13886358, + "Sodium_Level": 135.0496968, + "Smoking_Pack_Years": 75.50457781 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 68.5461606, + "Alanine_Aminotransferase_Level": 37.16386056, + "Aspartate_Aminotransferase_Level": 24.43427341, + "Creatinine_Level": 0.604446638, + "LDH_Level": 202.574575, + "Calcium_Level": 8.341602407, + "Phosphorus_Level": 4.623849556, + "Glucose_Level": 102.6647196, + "Potassium_Level": 4.999010429, + "Sodium_Level": 143.6950093, + "Smoking_Pack_Years": 77.09849872 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.29650863, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.87578055, + "White_Blood_Cell_Count": 4.336588822, + "Platelet_Count": 183.206206, + "Albumin_Level": 3.109949923, + "Alkaline_Phosphatase_Level": 109.6878376, + "Alanine_Aminotransferase_Level": 34.47211379, + "Aspartate_Aminotransferase_Level": 36.91594705, + "Creatinine_Level": 1.473947251, + "LDH_Level": 190.8675855, + "Calcium_Level": 10.13915321, + "Phosphorus_Level": 4.51619295, + "Glucose_Level": 149.5332063, + "Potassium_Level": 4.226690867, + "Sodium_Level": 135.4491179, + "Smoking_Pack_Years": 1.718437462 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.52994086, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.95281417, + "White_Blood_Cell_Count": 9.641892468, + "Platelet_Count": 380.5037569, + "Albumin_Level": 3.293548571, + "Alkaline_Phosphatase_Level": 83.24462972, + "Alanine_Aminotransferase_Level": 8.588705795, + "Aspartate_Aminotransferase_Level": 38.27387934, + "Creatinine_Level": 0.661986499, + "LDH_Level": 107.3987397, + "Calcium_Level": 8.807165973, + 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"Alkaline_Phosphatase_Level": 63.27857104, + "Alanine_Aminotransferase_Level": 24.43563609, + "Aspartate_Aminotransferase_Level": 21.49177726, + "Creatinine_Level": 0.72511288, + "LDH_Level": 197.7824885, + "Calcium_Level": 8.154642733, + "Phosphorus_Level": 3.212338756, + "Glucose_Level": 116.4771801, + "Potassium_Level": 3.534332977, + "Sodium_Level": 136.4098782, + "Smoking_Pack_Years": 29.71124098 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.02658734, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 98, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 13.89270637, + "White_Blood_Cell_Count": 9.683832679, + "Platelet_Count": 407.3121356, + "Albumin_Level": 3.646926804, + "Alkaline_Phosphatase_Level": 92.05770088, + "Alanine_Aminotransferase_Level": 39.2692932, + "Aspartate_Aminotransferase_Level": 44.46978447, + "Creatinine_Level": 0.704104309, + "LDH_Level": 112.9093194, + "Calcium_Level": 9.437499388, + "Phosphorus_Level": 4.258752401, + "Glucose_Level": 117.9534095, + "Potassium_Level": 4.756803961, + "Sodium_Level": 135.9859876, + "Smoking_Pack_Years": 65.29607587 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.59705213, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.73293481, + "White_Blood_Cell_Count": 5.761792137, + "Platelet_Count": 257.0203232, + "Albumin_Level": 4.528103932, + "Alkaline_Phosphatase_Level": 78.97737932, + "Alanine_Aminotransferase_Level": 7.777433207, + "Aspartate_Aminotransferase_Level": 41.13441337, + "Creatinine_Level": 1.430678464, + "LDH_Level": 166.2981627, + "Calcium_Level": 8.924843913, + "Phosphorus_Level": 4.27057604, + "Glucose_Level": 75.11002554, + "Potassium_Level": 3.586077598, + "Sodium_Level": 144.6501767, + "Smoking_Pack_Years": 95.19196672 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.50616675, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.86141119, + "White_Blood_Cell_Count": 7.54103234, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.17661639, + "White_Blood_Cell_Count": 6.952440177, + "Platelet_Count": 350.1078356, + "Albumin_Level": 3.790482261, + "Alkaline_Phosphatase_Level": 57.95010669, + "Alanine_Aminotransferase_Level": 20.45167304, + "Aspartate_Aminotransferase_Level": 47.11024244, + "Creatinine_Level": 0.51249846, + "LDH_Level": 192.9429174, + "Calcium_Level": 9.066873091, + "Phosphorus_Level": 2.552786285, + "Glucose_Level": 144.4273571, + "Potassium_Level": 4.197350882, + "Sodium_Level": 140.0241782, + "Smoking_Pack_Years": 97.62898874 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.73113108, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 17.30222178, + "White_Blood_Cell_Count": 7.032335866, + "Platelet_Count": 407.7094665, + "Albumin_Level": 3.721109448, + "Alkaline_Phosphatase_Level": 117.0749935, + "Alanine_Aminotransferase_Level": 21.55235353, + "Aspartate_Aminotransferase_Level": 21.3903, + "Creatinine_Level": 0.777442265, + "LDH_Level": 198.2702636, + "Calcium_Level": 9.932252722, + "Phosphorus_Level": 3.603861027, + "Glucose_Level": 86.42311563, + "Potassium_Level": 4.409085545, + "Sodium_Level": 143.6138571, + "Smoking_Pack_Years": 17.00165146 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.66121207, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.66196849, + "White_Blood_Cell_Count": 9.4581183, + "Platelet_Count": 170.880566, + "Albumin_Level": 4.615540643, + "Alkaline_Phosphatase_Level": 75.57233658, + "Alanine_Aminotransferase_Level": 17.89580477, + "Aspartate_Aminotransferase_Level": 42.58139163, + "Creatinine_Level": 1.448629478, + "LDH_Level": 149.7297631, + "Calcium_Level": 9.091808417, + "Phosphorus_Level": 3.725161105, + "Glucose_Level": 140.9627964, + "Potassium_Level": 4.086302847, + "Sodium_Level": 135.5392917, + "Smoking_Pack_Years": 60.3059115 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.17358998, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 12, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.71088109, + "White_Blood_Cell_Count": 9.776445123, + 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"Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.78206932, + "White_Blood_Cell_Count": 9.053099888, + "Platelet_Count": 385.402402, + "Albumin_Level": 4.428335393, + "Alkaline_Phosphatase_Level": 53.73447422, + "Alanine_Aminotransferase_Level": 27.23011527, + "Aspartate_Aminotransferase_Level": 45.42539523, + "Creatinine_Level": 1.248772782, + "LDH_Level": 123.5277087, + "Calcium_Level": 9.446264437, + "Phosphorus_Level": 3.763197193, + "Glucose_Level": 75.62640739, + "Potassium_Level": 4.754572875, + "Sodium_Level": 143.483474, + "Smoking_Pack_Years": 80.38075322 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.12269201, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 35, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.34978949, + "White_Blood_Cell_Count": 5.555389546, + "Platelet_Count": 396.948012, + "Albumin_Level": 4.970386353, + "Alkaline_Phosphatase_Level": 47.55321146, + "Alanine_Aminotransferase_Level": 29.67543319, + "Aspartate_Aminotransferase_Level": 22.13154178, + "Creatinine_Level": 1.032124301, + "LDH_Level": 202.9694673, + "Calcium_Level": 9.596574138, + "Phosphorus_Level": 4.688642206, + "Glucose_Level": 121.8549492, + "Potassium_Level": 3.871032416, + "Sodium_Level": 139.2466674, + "Smoking_Pack_Years": 75.29572481 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.90970272, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.46091501, + "White_Blood_Cell_Count": 5.374527209, + "Platelet_Count": 411.5742819, + "Albumin_Level": 3.423789703, + "Alkaline_Phosphatase_Level": 99.53115087, + "Alanine_Aminotransferase_Level": 11.70523963, + "Aspartate_Aminotransferase_Level": 19.36484377, + "Creatinine_Level": 1.42474567, + "LDH_Level": 103.3312277, + "Calcium_Level": 8.440321964, + "Phosphorus_Level": 2.928995963, + "Glucose_Level": 90.98186205, + "Potassium_Level": 3.963871723, + "Sodium_Level": 139.7712192, + "Smoking_Pack_Years": 7.709104349 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.72748214, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.90642112, + "White_Blood_Cell_Count": 4.949281298, + 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"Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.27461815, + "White_Blood_Cell_Count": 4.757234558, + "Platelet_Count": 224.1010136, + "Albumin_Level": 3.677357201, + "Alkaline_Phosphatase_Level": 105.6456832, + "Alanine_Aminotransferase_Level": 6.620247107, + "Aspartate_Aminotransferase_Level": 17.38805078, + "Creatinine_Level": 0.784530353, + "LDH_Level": 203.5325707, + "Calcium_Level": 10.24471522, + "Phosphorus_Level": 3.28732519, + "Glucose_Level": 132.8645055, + "Potassium_Level": 4.887022782, + "Sodium_Level": 138.2236288, + "Smoking_Pack_Years": 81.4593904 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.0808633, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.51099815, + "White_Blood_Cell_Count": 3.681904273, + "Platelet_Count": 378.7337569, + "Albumin_Level": 4.013245278, + "Alkaline_Phosphatase_Level": 45.10425417, + "Alanine_Aminotransferase_Level": 7.419936778, + "Aspartate_Aminotransferase_Level": 38.74176242, + "Creatinine_Level": 0.643374531, + "LDH_Level": 234.5766522, + "Calcium_Level": 9.385984076, + "Phosphorus_Level": 4.8114497, + "Glucose_Level": 100.6352548, + "Potassium_Level": 3.88827889, + "Sodium_Level": 138.9766937, + "Smoking_Pack_Years": 64.23870962 + }, + { + "Age": 48, + "Gender": 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"LDH_Level": 198.7648901, + "Calcium_Level": 8.184230519, + "Phosphorus_Level": 4.760044667, + "Glucose_Level": 96.28973296, + "Potassium_Level": 3.771129424, + "Sodium_Level": 140.2651479, + "Smoking_Pack_Years": 65.60707628 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.68469281, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.62247156, + "White_Blood_Cell_Count": 6.416816908, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.72479158, + "White_Blood_Cell_Count": 5.861135464, + "Platelet_Count": 431.2047799, + "Albumin_Level": 4.31123992, + "Alkaline_Phosphatase_Level": 42.43686912, + "Alanine_Aminotransferase_Level": 6.053337749, + "Aspartate_Aminotransferase_Level": 35.85356237, + "Creatinine_Level": 0.973526717, + "LDH_Level": 220.7892812, + "Calcium_Level": 9.456044075, + "Phosphorus_Level": 4.321185772, + "Glucose_Level": 116.71699, + "Potassium_Level": 4.662228265, + "Sodium_Level": 140.9313686, + "Smoking_Pack_Years": 78.78688707 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.61281812, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.83670189, + "White_Blood_Cell_Count": 7.712680906, + "Platelet_Count": 220.6734184, + "Albumin_Level": 3.811606298, + "Alkaline_Phosphatase_Level": 87.97291431, + "Alanine_Aminotransferase_Level": 5.852593993, + "Aspartate_Aminotransferase_Level": 12.0945742, + "Creatinine_Level": 0.641344277, + "LDH_Level": 198.750771, + "Calcium_Level": 8.224755444, + "Phosphorus_Level": 2.795543583, + "Glucose_Level": 122.117854, + "Potassium_Level": 3.66574442, + "Sodium_Level": 140.4143667, + "Smoking_Pack_Years": 69.19147316 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.50153497, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.05484815, + "White_Blood_Cell_Count": 4.580877247, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.04758977, + "White_Blood_Cell_Count": 7.447410938, + "Platelet_Count": 305.8789731, + "Albumin_Level": 3.324158085, + "Alkaline_Phosphatase_Level": 31.80950454, + "Alanine_Aminotransferase_Level": 13.32312725, + "Aspartate_Aminotransferase_Level": 40.47652858, + "Creatinine_Level": 0.748808579, + "LDH_Level": 240.0145897, + "Calcium_Level": 8.138978945, + "Phosphorus_Level": 3.732911592, + "Glucose_Level": 121.8187277, + "Potassium_Level": 4.273740806, + "Sodium_Level": 138.9665901, + "Smoking_Pack_Years": 96.94674889 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.86569799, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African 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73.192968 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 27.74001848, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.72567605, + "White_Blood_Cell_Count": 5.232420466, + "Platelet_Count": 160.0377771, + "Albumin_Level": 4.826083552, + "Alkaline_Phosphatase_Level": 84.58652086, + "Alanine_Aminotransferase_Level": 31.75596507, + "Aspartate_Aminotransferase_Level": 44.11504528, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.83627981, + "White_Blood_Cell_Count": 8.893690448, + "Platelet_Count": 175.8017811, + "Albumin_Level": 3.548654154, + "Alkaline_Phosphatase_Level": 110.251239, + "Alanine_Aminotransferase_Level": 38.51822012, + "Aspartate_Aminotransferase_Level": 39.81272455, + "Creatinine_Level": 0.9878443, + "LDH_Level": 162.9137249, + "Calcium_Level": 9.358140298, + "Phosphorus_Level": 3.705641157, + "Glucose_Level": 115.5307382, + "Potassium_Level": 3.701297873, + "Sodium_Level": 140.2489141, + "Smoking_Pack_Years": 73.58623439 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.33075521, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.01282223, + "White_Blood_Cell_Count": 4.009352882, + "Platelet_Count": 354.2420612, + "Albumin_Level": 4.559521247, + "Alkaline_Phosphatase_Level": 102.2129101, + "Alanine_Aminotransferase_Level": 8.356943543, + "Aspartate_Aminotransferase_Level": 28.93240259, + "Creatinine_Level": 0.801828533, + "LDH_Level": 237.444774, + "Calcium_Level": 10.29683139, + "Phosphorus_Level": 3.555819733, + "Glucose_Level": 79.37700368, + "Potassium_Level": 4.272138963, + "Sodium_Level": 141.3612335, + "Smoking_Pack_Years": 63.72801411 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 25.9602041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.67549941, + "White_Blood_Cell_Count": 3.894175121, + "Platelet_Count": 422.1380257, + "Albumin_Level": 4.803150372, + "Alkaline_Phosphatase_Level": 50.56623825, + "Alanine_Aminotransferase_Level": 21.43487255, + "Aspartate_Aminotransferase_Level": 20.68607727, + "Creatinine_Level": 1.047230597, + "LDH_Level": 129.9231122, + "Calcium_Level": 10.05889502, + "Phosphorus_Level": 3.426292273, + "Glucose_Level": 112.1870288, + "Potassium_Level": 4.429935133, + "Sodium_Level": 142.0433244, + "Smoking_Pack_Years": 53.25392577 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.51851785, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.15368252, + "White_Blood_Cell_Count": 4.508970166, + "Platelet_Count": 209.3660877, + "Albumin_Level": 4.158521762, + "Alkaline_Phosphatase_Level": 98.96200881, + "Alanine_Aminotransferase_Level": 26.41448901, + "Aspartate_Aminotransferase_Level": 16.14604494, + "Creatinine_Level": 0.726471295, + "LDH_Level": 171.4581055, + "Calcium_Level": 8.010815525, + "Phosphorus_Level": 4.17297735, + "Glucose_Level": 126.7882695, + "Potassium_Level": 3.537253742, + "Sodium_Level": 138.3783216, + "Smoking_Pack_Years": 38.46196391 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.87530868, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 89, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.41551848, + "White_Blood_Cell_Count": 6.641642478, + "Platelet_Count": 232.1419962, + "Albumin_Level": 4.899335073, + "Alkaline_Phosphatase_Level": 118.7003486, + "Alanine_Aminotransferase_Level": 38.94852488, + "Aspartate_Aminotransferase_Level": 44.93329484, + "Creatinine_Level": 0.715389845, + "LDH_Level": 129.9015247, + "Calcium_Level": 9.549702684, + "Phosphorus_Level": 2.960464852, + "Glucose_Level": 137.4518575, + "Potassium_Level": 4.151053705, + "Sodium_Level": 140.1283809, + "Smoking_Pack_Years": 18.32817141 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.87645236, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.34236917, + "White_Blood_Cell_Count": 5.04817821, + "Platelet_Count": 336.5751101, + "Albumin_Level": 4.56371302, + "Alkaline_Phosphatase_Level": 57.73789091, + "Alanine_Aminotransferase_Level": 39.98603453, + "Aspartate_Aminotransferase_Level": 15.16524295, + "Creatinine_Level": 0.669338732, + "LDH_Level": 199.5706103, + "Calcium_Level": 10.46295441, + "Phosphorus_Level": 2.632246393, + "Glucose_Level": 82.14276507, + "Potassium_Level": 4.611268534, + "Sodium_Level": 143.1440064, + "Smoking_Pack_Years": 78.01807391 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.08788015, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 12.16763422, + "White_Blood_Cell_Count": 3.747564627, + "Platelet_Count": 345.4935414, + "Albumin_Level": 3.287840699, + "Alkaline_Phosphatase_Level": 50.77947498, + "Alanine_Aminotransferase_Level": 17.68613611, + "Aspartate_Aminotransferase_Level": 45.74020624, + "Creatinine_Level": 1.249714417, + "LDH_Level": 212.9366573, + "Calcium_Level": 10.24058768, + "Phosphorus_Level": 4.421295181, + "Glucose_Level": 112.6692837, + "Potassium_Level": 3.989615621, + "Sodium_Level": 144.8271803, + "Smoking_Pack_Years": 84.14698866 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.42505679, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.39967975, + "White_Blood_Cell_Count": 7.604229863, + "Platelet_Count": 160.4807574, + "Albumin_Level": 4.615981432, + "Alkaline_Phosphatase_Level": 52.9468593, + "Alanine_Aminotransferase_Level": 18.45242382, + "Aspartate_Aminotransferase_Level": 25.66331686, + "Creatinine_Level": 0.685882379, + "LDH_Level": 136.3922194, + "Calcium_Level": 9.491661174, + "Phosphorus_Level": 2.604180826, + "Glucose_Level": 102.4962751, + "Potassium_Level": 4.777505047, + "Sodium_Level": 139.771473, + "Smoking_Pack_Years": 4.800256718 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.88034518, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 25.24912265, + "Aspartate_Aminotransferase_Level": 10.63572343, + "Creatinine_Level": 1.026146501, + "LDH_Level": 238.4472641, + "Calcium_Level": 9.211406675, + "Phosphorus_Level": 2.771312893, + "Glucose_Level": 111.6392322, + "Potassium_Level": 3.787092543, + "Sodium_Level": 139.925117, + "Smoking_Pack_Years": 96.51479437 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.25680391, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 58, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.94924635, + "White_Blood_Cell_Count": 9.697244516, + "Platelet_Count": 247.9147079, + "Albumin_Level": 4.033217202, + "Alkaline_Phosphatase_Level": 77.08567762, + "Alanine_Aminotransferase_Level": 31.86761606, + "Aspartate_Aminotransferase_Level": 20.33415474, + "Creatinine_Level": 1.364960188, + "LDH_Level": 179.1496424, + "Calcium_Level": 8.450082321, + "Phosphorus_Level": 3.789277711, + "Glucose_Level": 138.2968454, + "Potassium_Level": 3.734698272, + "Sodium_Level": 140.4361369, + "Smoking_Pack_Years": 5.555419151 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.97800284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.41448416, + "White_Blood_Cell_Count": 6.648109562, + "Platelet_Count": 369.8661257, + "Albumin_Level": 4.641645232, + "Alkaline_Phosphatase_Level": 46.65199205, + "Alanine_Aminotransferase_Level": 25.74227372, + "Aspartate_Aminotransferase_Level": 14.09255654, + "Creatinine_Level": 1.299822303, + "LDH_Level": 208.9606521, + "Calcium_Level": 10.22418316, + "Phosphorus_Level": 3.268367639, + "Glucose_Level": 105.7788032, + "Potassium_Level": 4.166978304, + "Sodium_Level": 135.587244, + "Smoking_Pack_Years": 21.32938489 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.04907523, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 29.86835567, + "Aspartate_Aminotransferase_Level": 47.98682105, + "Creatinine_Level": 0.893335962, + "LDH_Level": 244.1637243, + "Calcium_Level": 9.863059187, + "Phosphorus_Level": 4.770173931, + "Glucose_Level": 144.7753992, + "Potassium_Level": 3.865495224, + "Sodium_Level": 136.1199593, + "Smoking_Pack_Years": 51.27531757 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.75872294, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.31034887, + "White_Blood_Cell_Count": 9.215633125, + "Platelet_Count": 397.5646303, + "Albumin_Level": 3.595143954, + "Alkaline_Phosphatase_Level": 93.81749626, + "Alanine_Aminotransferase_Level": 25.56404628, + "Aspartate_Aminotransferase_Level": 25.22198989, + "Creatinine_Level": 0.992933536, + "LDH_Level": 156.2168961, + "Calcium_Level": 9.777922504, + "Phosphorus_Level": 4.369195378, + "Glucose_Level": 143.9459961, + "Potassium_Level": 3.63809078, + "Sodium_Level": 144.1519535, + "Smoking_Pack_Years": 84.01874455 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.35548439, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 25, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.79051595, + "White_Blood_Cell_Count": 7.426531158, + "Platelet_Count": 244.002439, + "Albumin_Level": 4.146252174, + "Alkaline_Phosphatase_Level": 36.66558743, + "Alanine_Aminotransferase_Level": 9.026263982, + "Aspartate_Aminotransferase_Level": 20.58278119, + "Creatinine_Level": 1.157914781, + "LDH_Level": 122.0632282, + "Calcium_Level": 9.965200334, + "Phosphorus_Level": 4.874248673, + "Glucose_Level": 141.4802341, + "Potassium_Level": 4.758134201, + "Sodium_Level": 137.7918737, + "Smoking_Pack_Years": 18.92938873 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.62388334, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.00756238, + "White_Blood_Cell_Count": 8.041407479, + "Platelet_Count": 243.577345, + "Albumin_Level": 3.787923332, + "Alkaline_Phosphatase_Level": 50.43705947, + "Alanine_Aminotransferase_Level": 19.27418052, + "Aspartate_Aminotransferase_Level": 48.00076956, + "Creatinine_Level": 0.750142159, + "LDH_Level": 218.8095039, + "Calcium_Level": 8.249248903, + "Phosphorus_Level": 3.803113988, + "Glucose_Level": 136.1696081, + "Potassium_Level": 3.588012473, + "Sodium_Level": 142.6269248, + "Smoking_Pack_Years": 93.15725772 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.65517816, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.7799627, + "White_Blood_Cell_Count": 5.847586664, + "Platelet_Count": 182.481063, + "Albumin_Level": 4.758779843, + "Alkaline_Phosphatase_Level": 39.85138831, + "Alanine_Aminotransferase_Level": 25.48023614, + "Aspartate_Aminotransferase_Level": 23.7682612, + "Creatinine_Level": 1.00682126, + "LDH_Level": 146.0982607, + "Calcium_Level": 10.4627247, + "Phosphorus_Level": 4.137845056, + "Glucose_Level": 128.7969708, + "Potassium_Level": 4.089873099, + "Sodium_Level": 144.9897048, + "Smoking_Pack_Years": 32.16205907 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.30496755, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.85567806, + "White_Blood_Cell_Count": 6.098727946, + "Platelet_Count": 331.8688876, + "Albumin_Level": 4.265802984, + "Alkaline_Phosphatase_Level": 98.81005852, + "Alanine_Aminotransferase_Level": 37.85732817, + "Aspartate_Aminotransferase_Level": 18.89142815, + "Creatinine_Level": 1.471084588, + "LDH_Level": 120.9722844, + "Calcium_Level": 10.42367122, + "Phosphorus_Level": 4.060669553, + "Glucose_Level": 97.74038449, + "Potassium_Level": 3.573421774, + "Sodium_Level": 143.1526713, + "Smoking_Pack_Years": 33.17663864 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.44485702, + "White_Blood_Cell_Count": 9.246029234, + "Platelet_Count": 213.6147402, + "Albumin_Level": 3.939566563, + "Alkaline_Phosphatase_Level": 99.74526848, + "Alanine_Aminotransferase_Level": 32.57560987, + "Aspartate_Aminotransferase_Level": 38.08426977, + "Creatinine_Level": 0.533291904, + "LDH_Level": 162.8450396, + "Calcium_Level": 10.12781197, + "Phosphorus_Level": 3.723044227, + "Glucose_Level": 132.6546378, + "Potassium_Level": 4.450002466, + "Sodium_Level": 142.7802515, + "Smoking_Pack_Years": 67.62771514 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.44080715, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.83308876, + "White_Blood_Cell_Count": 9.07512424, + "Platelet_Count": 312.7077836, + "Albumin_Level": 4.72756714, + "Alkaline_Phosphatase_Level": 83.82309972, + "Alanine_Aminotransferase_Level": 12.85481909, + "Aspartate_Aminotransferase_Level": 47.35753046, + "Creatinine_Level": 0.656968587, + "LDH_Level": 102.6930197, + "Calcium_Level": 8.083711689, + "Phosphorus_Level": 2.795534286, + "Glucose_Level": 120.8628946, + "Potassium_Level": 3.881150986, + "Sodium_Level": 143.6336113, + "Smoking_Pack_Years": 72.7855741 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.42271362, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.39684399, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.28636339, + "White_Blood_Cell_Count": 6.996405423, + "Platelet_Count": 205.2568151, + "Albumin_Level": 3.23671848, + "Alkaline_Phosphatase_Level": 44.57427441, + "Alanine_Aminotransferase_Level": 28.99685836, + "Aspartate_Aminotransferase_Level": 39.72884997, + "Creatinine_Level": 1.237174011, + "LDH_Level": 129.4846863, + "Calcium_Level": 9.838462928, + "Phosphorus_Level": 3.504145414, + "Glucose_Level": 128.4318566, + "Potassium_Level": 4.4786115, + "Sodium_Level": 141.3042766, + "Smoking_Pack_Years": 27.74195765 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.48568514, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 76, + "Ethnicity": "African 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27.21584708 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.39619623, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.59538712, + "White_Blood_Cell_Count": 3.70294778, + "Platelet_Count": 404.2094943, + "Albumin_Level": 4.95073328, + "Alkaline_Phosphatase_Level": 49.89775719, + "Alanine_Aminotransferase_Level": 20.98818553, + "Aspartate_Aminotransferase_Level": 32.99293376, + "Creatinine_Level": 0.644067262, + "LDH_Level": 165.7629919, + "Calcium_Level": 9.009350351, + "Phosphorus_Level": 4.410867618, + "Glucose_Level": 133.2832895, + "Potassium_Level": 4.332391459, + "Sodium_Level": 136.8414318, + "Smoking_Pack_Years": 78.96548958 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.02651929, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 98, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.35757702, + "White_Blood_Cell_Count": 4.801497134, + "Platelet_Count": 363.579128, + "Albumin_Level": 4.132392104, + "Alkaline_Phosphatase_Level": 81.80323321, + "Alanine_Aminotransferase_Level": 21.56326214, + "Aspartate_Aminotransferase_Level": 14.18297336, + "Creatinine_Level": 1.221343551, + "LDH_Level": 203.7528158, + "Calcium_Level": 8.475046908, + "Phosphorus_Level": 2.523020023, + "Glucose_Level": 114.810377, + "Potassium_Level": 3.89490298, + "Sodium_Level": 143.0610729, + "Smoking_Pack_Years": 29.86760508 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.08983541, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 13.97014359, + "White_Blood_Cell_Count": 4.095446912, + "Platelet_Count": 279.3922581, + "Albumin_Level": 3.638453389, + "Alkaline_Phosphatase_Level": 87.80080448, + "Alanine_Aminotransferase_Level": 22.64468715, + "Aspartate_Aminotransferase_Level": 26.35491711, + "Creatinine_Level": 0.762349361, + "LDH_Level": 147.7720272, + "Calcium_Level": 9.742795653, + "Phosphorus_Level": 4.982474638, + "Glucose_Level": 78.29705359, + "Potassium_Level": 4.1784446, + "Sodium_Level": 144.503149, + "Smoking_Pack_Years": 4.944010113 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.6190192, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.16833092, + "White_Blood_Cell_Count": 6.162125486, + "Platelet_Count": 173.1173474, + "Albumin_Level": 3.81227661, + "Alkaline_Phosphatase_Level": 84.23946036, + "Alanine_Aminotransferase_Level": 21.09581156, + "Aspartate_Aminotransferase_Level": 16.86696405, + "Creatinine_Level": 1.444654682, + "LDH_Level": 232.0110033, + "Calcium_Level": 9.306643608, + "Phosphorus_Level": 4.071931015, + "Glucose_Level": 83.77330507, + "Potassium_Level": 4.379578843, + "Sodium_Level": 142.0454842, + "Smoking_Pack_Years": 15.4073812 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.96442605, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.69704501, + "White_Blood_Cell_Count": 7.553167561, + "Platelet_Count": 214.6072269, + "Albumin_Level": 4.183436589, + "Alkaline_Phosphatase_Level": 53.68482894, + "Alanine_Aminotransferase_Level": 38.49158929, + "Aspartate_Aminotransferase_Level": 19.84265671, + "Creatinine_Level": 0.893311632, + "LDH_Level": 239.5949244, + "Calcium_Level": 8.715739128, + "Phosphorus_Level": 4.721778844, + "Glucose_Level": 132.010575, + 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"Alanine_Aminotransferase_Level": 12.45358429, + "Aspartate_Aminotransferase_Level": 36.34993816, + "Creatinine_Level": 1.097380111, + "LDH_Level": 203.7246616, + "Calcium_Level": 9.187705896, + "Phosphorus_Level": 4.072990547, + "Glucose_Level": 72.27017822, + "Potassium_Level": 4.106299793, + "Sodium_Level": 140.6804983, + "Smoking_Pack_Years": 69.95227531 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 63.23730931, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 17.42368425, + "White_Blood_Cell_Count": 6.668046734, + "Platelet_Count": 169.9162711, + "Albumin_Level": 3.344916724, + "Alkaline_Phosphatase_Level": 86.22303924, + "Alanine_Aminotransferase_Level": 7.839056009, + "Aspartate_Aminotransferase_Level": 22.35086425, + "Creatinine_Level": 1.088213795, + "LDH_Level": 224.0873945, + "Calcium_Level": 8.454338261, + "Phosphorus_Level": 3.119279597, + 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86.58166908, + "Alanine_Aminotransferase_Level": 9.800752121, + "Aspartate_Aminotransferase_Level": 21.57109873, + "Creatinine_Level": 0.619151, + "LDH_Level": 199.8324654, + "Calcium_Level": 9.78352068, + "Phosphorus_Level": 3.650873432, + "Glucose_Level": 105.9096517, + "Potassium_Level": 4.836568017, + "Sodium_Level": 140.7973868, + "Smoking_Pack_Years": 65.38510115 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.1733964, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.02280445, + "White_Blood_Cell_Count": 6.268635105, + "Platelet_Count": 240.4436791, + "Albumin_Level": 3.355227022, + "Alkaline_Phosphatase_Level": 117.6036145, + "Alanine_Aminotransferase_Level": 17.51939584, + "Aspartate_Aminotransferase_Level": 39.88056109, + "Creatinine_Level": 1.337479954, + "LDH_Level": 146.6031512, + "Calcium_Level": 8.377425398, + "Phosphorus_Level": 3.420708268, + "Glucose_Level": 125.5498846, + "Potassium_Level": 3.9186706, + "Sodium_Level": 136.6765335, + "Smoking_Pack_Years": 55.2712701 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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+ "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.02164986, + "White_Blood_Cell_Count": 3.538672719, + "Platelet_Count": 415.5557657, + "Albumin_Level": 4.620447188, + "Alkaline_Phosphatase_Level": 99.4774253, + "Alanine_Aminotransferase_Level": 14.31261983, + "Aspartate_Aminotransferase_Level": 33.87867837, + "Creatinine_Level": 1.016978123, + "LDH_Level": 196.204973, + "Calcium_Level": 8.899744805, + "Phosphorus_Level": 4.725868149, + "Glucose_Level": 88.83530347, + "Potassium_Level": 4.210062051, + "Sodium_Level": 139.7819774, + "Smoking_Pack_Years": 46.4637639 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.10560505, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.05673772, + "White_Blood_Cell_Count": 4.675983435, + "Platelet_Count": 276.4055048, + "Albumin_Level": 4.988520224, + "Alkaline_Phosphatase_Level": 100.1858606, + "Alanine_Aminotransferase_Level": 23.10878286, + "Aspartate_Aminotransferase_Level": 39.5276509, + "Creatinine_Level": 0.625318118, + "LDH_Level": 175.2962759, + "Calcium_Level": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 10.74879573, + "White_Blood_Cell_Count": 4.202441911, + "Platelet_Count": 365.8788773, + "Albumin_Level": 4.150767798, + "Alkaline_Phosphatase_Level": 95.9921625, + "Alanine_Aminotransferase_Level": 17.27507466, + "Aspartate_Aminotransferase_Level": 44.93659311, + "Creatinine_Level": 0.757622974, + "LDH_Level": 126.8740985, + "Calcium_Level": 10.232138, + "Phosphorus_Level": 4.654113616, + "Glucose_Level": 143.9865486, + "Potassium_Level": 4.459657483, + "Sodium_Level": 142.691913, + "Smoking_Pack_Years": 33.25809593 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.61525213, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.18954177, + "White_Blood_Cell_Count": 6.857170988, + "Platelet_Count": 379.3752304, + "Albumin_Level": 3.064116108, + "Alkaline_Phosphatase_Level": 107.9431691, + "Alanine_Aminotransferase_Level": 37.98683585, + "Aspartate_Aminotransferase_Level": 16.60764758, + "Creatinine_Level": 0.570960149, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 10.40680415, + "White_Blood_Cell_Count": 5.381871854, + "Platelet_Count": 340.2279507, + "Albumin_Level": 3.680307404, + "Alkaline_Phosphatase_Level": 67.69334853, + "Alanine_Aminotransferase_Level": 5.307034067, + "Aspartate_Aminotransferase_Level": 15.03367635, + "Creatinine_Level": 1.460383389, + "LDH_Level": 146.8718455, + "Calcium_Level": 8.89606331, + "Phosphorus_Level": 3.459106847, + "Glucose_Level": 144.8029779, + "Potassium_Level": 4.393906619, + "Sodium_Level": 144.9972586, + "Smoking_Pack_Years": 15.18057265 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.52283473, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "African 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.0279305, + "White_Blood_Cell_Count": 8.372078863, + "Platelet_Count": 256.0304015, + "Albumin_Level": 3.810064046, + "Alkaline_Phosphatase_Level": 106.9627417, + "Alanine_Aminotransferase_Level": 24.40750379, + "Aspartate_Aminotransferase_Level": 36.50782605, + "Creatinine_Level": 1.298551599, + "LDH_Level": 102.2445451, + "Calcium_Level": 9.807151948, + "Phosphorus_Level": 2.966869595, + "Glucose_Level": 135.587331, + "Potassium_Level": 3.733054167, + "Sodium_Level": 144.7097521, + "Smoking_Pack_Years": 77.32275923 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.20761399, + "White_Blood_Cell_Count": 8.968135912, + "Platelet_Count": 299.8387059, + "Albumin_Level": 4.896541634, + "Alkaline_Phosphatase_Level": 113.5053153, + "Alanine_Aminotransferase_Level": 28.20402191, + "Aspartate_Aminotransferase_Level": 24.10399906, + "Creatinine_Level": 0.751571101, + "LDH_Level": 184.5332293, + "Calcium_Level": 8.255006228, + "Phosphorus_Level": 3.277979313, + "Glucose_Level": 125.855143, + "Potassium_Level": 4.015193518, + "Sodium_Level": 141.9397862, + "Smoking_Pack_Years": 52.3666962 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.96799648, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.20852665, + "White_Blood_Cell_Count": 8.928278586, + "Platelet_Count": 308.2023363, + "Albumin_Level": 3.483160712, + "Alkaline_Phosphatase_Level": 93.96614177, + "Alanine_Aminotransferase_Level": 16.15822433, + "Aspartate_Aminotransferase_Level": 46.91443517, + "Creatinine_Level": 1.079954899, + "LDH_Level": 172.3832411, + "Calcium_Level": 8.709814765, + "Phosphorus_Level": 4.668472596, + "Glucose_Level": 148.4548316, + "Potassium_Level": 4.707926693, + "Sodium_Level": 139.0019651, + "Smoking_Pack_Years": 63.23651464 + }, + { 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.48191369, + "White_Blood_Cell_Count": 7.549959964, + "Platelet_Count": 235.692289, + "Albumin_Level": 3.590816788, + "Alkaline_Phosphatase_Level": 51.42325996, + "Alanine_Aminotransferase_Level": 26.1258881, + "Aspartate_Aminotransferase_Level": 38.64517967, + "Creatinine_Level": 1.254562413, + "LDH_Level": 218.0223279, + "Calcium_Level": 10.08336046, + "Phosphorus_Level": 4.905134623, + "Glucose_Level": 106.9355295, + "Potassium_Level": 3.816021517, + "Sodium_Level": 142.0882629, + "Smoking_Pack_Years": 72.97832926 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.25842796, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 97, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.83627466, + "White_Blood_Cell_Count": 7.591265441, + "Platelet_Count": 214.4290061, + "Albumin_Level": 3.236727465, + "Alkaline_Phosphatase_Level": 56.29085081, + "Alanine_Aminotransferase_Level": 18.06073321, + "Aspartate_Aminotransferase_Level": 17.91826358, + "Creatinine_Level": 0.743206766, + "LDH_Level": 196.3880767, + "Calcium_Level": 8.08076826, + "Phosphorus_Level": 4.903439851, + "Glucose_Level": 94.33040662, + "Potassium_Level": 4.241281249, + "Sodium_Level": 144.1502761, + "Smoking_Pack_Years": 8.661814178 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.9305067, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.49631125, + "White_Blood_Cell_Count": 8.15922002, + "Platelet_Count": 439.9082476, + "Albumin_Level": 3.265654829, + "Alkaline_Phosphatase_Level": 79.63298149, + "Alanine_Aminotransferase_Level": 22.06777368, + "Aspartate_Aminotransferase_Level": 12.98680404, + "Creatinine_Level": 0.619476364, + "LDH_Level": 107.075461, + "Calcium_Level": 8.850901274, + "Phosphorus_Level": 3.137320223, + "Glucose_Level": 146.6408177, + "Potassium_Level": 4.509521979, + "Sodium_Level": 138.0517377, + "Smoking_Pack_Years": 23.4020438 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.17860036, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 23, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.20942554, + "White_Blood_Cell_Count": 8.24125995, + "Platelet_Count": 220.012148, + "Albumin_Level": 3.515943993, + "Alkaline_Phosphatase_Level": 76.73994586, + "Alanine_Aminotransferase_Level": 5.539156887, + "Aspartate_Aminotransferase_Level": 43.65723303, + "Creatinine_Level": 1.09887801, + "LDH_Level": 163.5491563, + "Calcium_Level": 9.539626356, + "Phosphorus_Level": 4.956946812, + "Glucose_Level": 74.22266059, + "Potassium_Level": 4.493792534, + "Sodium_Level": 141.9138086, + "Smoking_Pack_Years": 61.23513979 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.56322735, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.54874802, + "White_Blood_Cell_Count": 9.669764455, + "Platelet_Count": 423.7057131, + "Albumin_Level": 4.410082852, + "Alkaline_Phosphatase_Level": 54.7226639, + "Alanine_Aminotransferase_Level": 30.89407369, + "Aspartate_Aminotransferase_Level": 15.56467784, + "Creatinine_Level": 0.857181608, + "LDH_Level": 147.8399445, + "Calcium_Level": 8.701127714, + "Phosphorus_Level": 4.906960613, + "Glucose_Level": 113.5631073, + "Potassium_Level": 4.364619431, + "Sodium_Level": 140.7798724, + "Smoking_Pack_Years": 33.65079529 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.56184348, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 24, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.47057719, + "White_Blood_Cell_Count": 3.774707691, + "Platelet_Count": 202.2504865, + "Albumin_Level": 3.125591685, + "Alkaline_Phosphatase_Level": 54.7631268, + "Alanine_Aminotransferase_Level": 7.662213906, + "Aspartate_Aminotransferase_Level": 15.60978871, + "Creatinine_Level": 1.064140497, + "LDH_Level": 102.467582, + "Calcium_Level": 9.961552468, + "Phosphorus_Level": 4.123017077, + "Glucose_Level": 107.9195291, + "Potassium_Level": 4.240622854, + "Sodium_Level": 141.4906562, + "Smoking_Pack_Years": 82.34357154 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.6973322, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 7, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.9391959, + "White_Blood_Cell_Count": 9.182430852, + "Platelet_Count": 159.5184634, + "Albumin_Level": 3.542876846, + "Alkaline_Phosphatase_Level": 58.38169471, + "Alanine_Aminotransferase_Level": 26.82466049, + "Aspartate_Aminotransferase_Level": 26.05177401, + "Creatinine_Level": 1.252257259, + "LDH_Level": 160.1233718, + "Calcium_Level": 8.3213878, + "Phosphorus_Level": 4.996612475, + "Glucose_Level": 114.0518239, + "Potassium_Level": 4.619500061, + "Sodium_Level": 139.5674663, + "Smoking_Pack_Years": 50.17073115 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.74197598, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.18536645, + "White_Blood_Cell_Count": 4.839229293, + "Platelet_Count": 233.6940562, + "Albumin_Level": 4.36216908, + "Alkaline_Phosphatase_Level": 44.44406279, + "Alanine_Aminotransferase_Level": 29.13199544, + "Aspartate_Aminotransferase_Level": 31.92072625, + "Creatinine_Level": 0.887905658, + "LDH_Level": 128.5124099, + "Calcium_Level": 8.730851667, + "Phosphorus_Level": 3.596300411, + "Glucose_Level": 91.5079085, + "Potassium_Level": 3.794497421, + "Sodium_Level": 136.6188777, + "Smoking_Pack_Years": 78.91399858 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.54304612, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.34928249, + "White_Blood_Cell_Count": 7.748585365, + "Platelet_Count": 191.7593884, + "Albumin_Level": 3.03220366, + "Alkaline_Phosphatase_Level": 82.70485978, + "Alanine_Aminotransferase_Level": 24.80911815, + "Aspartate_Aminotransferase_Level": 27.29598834, + "Creatinine_Level": 1.312037831, + "LDH_Level": 183.331238, + "Calcium_Level": 8.072340688, + "Phosphorus_Level": 3.272625722, + "Glucose_Level": 102.2237609, + "Potassium_Level": 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10.40327623, + "Aspartate_Aminotransferase_Level": 13.23682221, + "Creatinine_Level": 1.091121072, + "LDH_Level": 166.8634502, + "Calcium_Level": 8.839691873, + "Phosphorus_Level": 3.142287212, + "Glucose_Level": 137.2164611, + "Potassium_Level": 4.759451427, + "Sodium_Level": 137.4501127, + "Smoking_Pack_Years": 91.93744944 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.32226122, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.72630682, + "White_Blood_Cell_Count": 5.460178265, + "Platelet_Count": 278.9506725, + "Albumin_Level": 4.321040845, + "Alkaline_Phosphatase_Level": 65.34452092, + "Alanine_Aminotransferase_Level": 25.67475662, + "Aspartate_Aminotransferase_Level": 32.86995956, + "Creatinine_Level": 0.919666891, + "LDH_Level": 110.7093348, + "Calcium_Level": 9.145256721, + "Phosphorus_Level": 3.486620027, + "Glucose_Level": 117.9405792, + "Potassium_Level": 4.155250429, + "Sodium_Level": 143.2810236, + "Smoking_Pack_Years": 48.36597762 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.93609228, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.64027854, + "White_Blood_Cell_Count": 5.288276347, + "Platelet_Count": 315.3270962, + "Albumin_Level": 3.51281968, + "Alkaline_Phosphatase_Level": 32.57363002, + "Alanine_Aminotransferase_Level": 21.06556276, + "Aspartate_Aminotransferase_Level": 43.38978476, + "Creatinine_Level": 1.112724455, + "LDH_Level": 227.6122203, + "Calcium_Level": 10.39921364, + "Phosphorus_Level": 3.821499008, + "Glucose_Level": 91.55510922, + "Potassium_Level": 4.309680704, + "Sodium_Level": 137.7457892, + "Smoking_Pack_Years": 82.57250601 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.18210449, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.11737632, + "White_Blood_Cell_Count": 8.253139982, + "Platelet_Count": 228.8825523, + "Albumin_Level": 4.835077217, + "Alkaline_Phosphatase_Level": 110.7758529, + "Alanine_Aminotransferase_Level": 31.40636295, + "Aspartate_Aminotransferase_Level": 38.37013165, + "Creatinine_Level": 1.326068449, + "LDH_Level": 214.5670924, + "Calcium_Level": 8.167772105, + "Phosphorus_Level": 2.937783888, + 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"Alkaline_Phosphatase_Level": 116.9970894, + "Alanine_Aminotransferase_Level": 22.363723, + "Aspartate_Aminotransferase_Level": 15.60291565, + "Creatinine_Level": 0.97886685, + "LDH_Level": 183.7188361, + "Calcium_Level": 9.340263465, + "Phosphorus_Level": 3.8074191, + "Glucose_Level": 118.1753355, + "Potassium_Level": 3.912561187, + "Sodium_Level": 137.9260031, + "Smoking_Pack_Years": 98.31309936 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.50622385, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 4, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.63250747, + "White_Blood_Cell_Count": 5.84549333, + "Platelet_Count": 439.5182758, + "Albumin_Level": 4.006487106, + "Alkaline_Phosphatase_Level": 84.53161127, + "Alanine_Aminotransferase_Level": 12.87577755, + "Aspartate_Aminotransferase_Level": 35.71960452, + "Creatinine_Level": 0.879346478, + "LDH_Level": 182.4660956, + "Calcium_Level": 8.493189082, + "Phosphorus_Level": 4.462742287, + "Glucose_Level": 124.1817351, + "Potassium_Level": 3.646406226, + "Sodium_Level": 142.8194759, + "Smoking_Pack_Years": 34.94512411 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.21998052, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.95798643, + "White_Blood_Cell_Count": 4.927783753, + "Platelet_Count": 309.5798327, + "Albumin_Level": 4.464242955, + "Alkaline_Phosphatase_Level": 65.41977929, + "Alanine_Aminotransferase_Level": 17.10612166, + "Aspartate_Aminotransferase_Level": 12.16235927, + "Creatinine_Level": 1.242665819, + "LDH_Level": 239.2193257, 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.64987444, + "White_Blood_Cell_Count": 9.852757174, + "Platelet_Count": 308.3942994, + "Albumin_Level": 3.552085024, + "Alkaline_Phosphatase_Level": 107.6545276, + "Alanine_Aminotransferase_Level": 30.33367161, + "Aspartate_Aminotransferase_Level": 35.62227493, + "Creatinine_Level": 0.658582589, + "LDH_Level": 184.091435, + "Calcium_Level": 10.35395384, + "Phosphorus_Level": 3.778907982, + "Glucose_Level": 111.4416244, + "Potassium_Level": 4.658895918, + "Sodium_Level": 143.9523486, + "Smoking_Pack_Years": 12.62746517 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 16.75708881, + "White_Blood_Cell_Count": 7.955117946, + "Platelet_Count": 430.611929, + "Albumin_Level": 3.103543524, + "Alkaline_Phosphatase_Level": 57.09913071, + "Alanine_Aminotransferase_Level": 19.3399928, + "Aspartate_Aminotransferase_Level": 28.36655334, + "Creatinine_Level": 1.432517202, + "LDH_Level": 244.8617638, + "Calcium_Level": 8.406568012, + "Phosphorus_Level": 4.698878643, + "Glucose_Level": 128.5346218, + "Potassium_Level": 3.941149295, + "Sodium_Level": 136.0878006, + "Smoking_Pack_Years": 70.49062798 + }, + { + "Age": 50, + "Gender": "Male", 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140.1942443, + "Calcium_Level": 9.783854235, + "Phosphorus_Level": 3.618752387, + "Glucose_Level": 79.61137837, + "Potassium_Level": 3.739576563, + "Sodium_Level": 142.8618227, + "Smoking_Pack_Years": 7.112991326 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.89215935, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 109, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.95601113, + "White_Blood_Cell_Count": 9.95891115, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.7504682, + "White_Blood_Cell_Count": 9.953912659, + "Platelet_Count": 291.1883965, + "Albumin_Level": 3.277967656, + "Alkaline_Phosphatase_Level": 56.78027125, + "Alanine_Aminotransferase_Level": 29.72298499, + "Aspartate_Aminotransferase_Level": 17.34441141, + "Creatinine_Level": 1.471558876, + "LDH_Level": 204.5269295, + "Calcium_Level": 10.45105048, + "Phosphorus_Level": 4.871476343, + "Glucose_Level": 144.8807169, + "Potassium_Level": 4.946360199, + "Sodium_Level": 137.5454966, + "Smoking_Pack_Years": 90.92392635 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.28710852, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 62, + "Ethnicity": "Hispanic", 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1.130399054, + "LDH_Level": 199.9264392, + "Calcium_Level": 8.68209176, + "Phosphorus_Level": 3.055628113, + "Glucose_Level": 145.7173926, + "Potassium_Level": 4.810147081, + "Sodium_Level": 139.5416616, + "Smoking_Pack_Years": 49.47058376 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.18517789, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.54689771, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.09399041, + "White_Blood_Cell_Count": 8.710621743, + "Platelet_Count": 403.6067982, + "Albumin_Level": 4.1819505, + "Alkaline_Phosphatase_Level": 94.40311937, + "Alanine_Aminotransferase_Level": 17.91765777, + "Aspartate_Aminotransferase_Level": 48.11492937, + "Creatinine_Level": 0.681698768, + "LDH_Level": 156.9741269, + "Calcium_Level": 10.30925898, + "Phosphorus_Level": 2.5370633, + "Glucose_Level": 88.14714721, + "Potassium_Level": 4.448003395, + "Sodium_Level": 138.7714663, + "Smoking_Pack_Years": 83.29317323 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.02872124, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.58696514, + "White_Blood_Cell_Count": 3.663635367, + "Platelet_Count": 169.0699978, + "Albumin_Level": 4.238574229, + "Alkaline_Phosphatase_Level": 65.81366815, + "Alanine_Aminotransferase_Level": 26.5743154, + "Aspartate_Aminotransferase_Level": 33.50324848, + "Creatinine_Level": 0.935593973, + "LDH_Level": 136.8748767, + "Calcium_Level": 9.243348827, + "Phosphorus_Level": 2.589515812, + "Glucose_Level": 139.8196345, + "Potassium_Level": 3.561589957, + "Sodium_Level": 142.545358, + "Smoking_Pack_Years": 92.91157672 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 92.13328302, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.18692515, + "White_Blood_Cell_Count": 8.374347366, + "Platelet_Count": 397.9352632, + "Albumin_Level": 3.766390509, + "Alkaline_Phosphatase_Level": 104.987927, + "Alanine_Aminotransferase_Level": 31.37768207, + "Aspartate_Aminotransferase_Level": 25.50523729, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.99083991, + "White_Blood_Cell_Count": 4.309740975, + "Platelet_Count": 164.0594621, + "Albumin_Level": 4.244611443, + "Alkaline_Phosphatase_Level": 107.817583, + "Alanine_Aminotransferase_Level": 30.26756095, + "Aspartate_Aminotransferase_Level": 19.00089965, + "Creatinine_Level": 1.232726226, + "LDH_Level": 231.3910341, + "Calcium_Level": 10.10353284, + "Phosphorus_Level": 4.331185324, + "Glucose_Level": 94.59612393, + "Potassium_Level": 3.754846723, + "Sodium_Level": 144.5282918, + "Smoking_Pack_Years": 22.50832402 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.68780238, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.97704299, + "White_Blood_Cell_Count": 5.105121168, + "Platelet_Count": 270.4725304, + "Albumin_Level": 3.388948179, + "Alkaline_Phosphatase_Level": 38.75904904, + "Alanine_Aminotransferase_Level": 22.32918105, + "Aspartate_Aminotransferase_Level": 13.17853148, + "Creatinine_Level": 0.86288412, + "LDH_Level": 206.6973438, + "Calcium_Level": 10.08307682, + "Phosphorus_Level": 3.107251049, + "Glucose_Level": 95.70182909, + "Potassium_Level": 3.82054502, + "Sodium_Level": 138.0770025, + "Smoking_Pack_Years": 85.30036037 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.65682834, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.91098291, + "White_Blood_Cell_Count": 8.830013623, + "Platelet_Count": 358.8309355, + "Albumin_Level": 4.110944751, + "Alkaline_Phosphatase_Level": 70.72961278, + "Alanine_Aminotransferase_Level": 12.35356491, + "Aspartate_Aminotransferase_Level": 43.35331217, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.02255681, + "White_Blood_Cell_Count": 7.416191851, + "Platelet_Count": 175.6336323, + "Albumin_Level": 3.637188121, + "Alkaline_Phosphatase_Level": 62.3983256, + "Alanine_Aminotransferase_Level": 20.73610267, + "Aspartate_Aminotransferase_Level": 13.39959959, + "Creatinine_Level": 0.660362064, + "LDH_Level": 176.9170449, + "Calcium_Level": 8.415025698, + "Phosphorus_Level": 3.684900756, + "Glucose_Level": 146.5096169, + "Potassium_Level": 4.423147913, + "Sodium_Level": 135.6916416, + "Smoking_Pack_Years": 93.14757693 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.50535233, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.74531168, + "White_Blood_Cell_Count": 9.16044973, + "Platelet_Count": 328.8289441, + "Albumin_Level": 3.078261796, + "Alkaline_Phosphatase_Level": 81.86134837, + "Alanine_Aminotransferase_Level": 8.831262941, + "Aspartate_Aminotransferase_Level": 42.00915895, + "Creatinine_Level": 0.822303624, + "LDH_Level": 134.5460106, + "Calcium_Level": 8.67329013, + "Phosphorus_Level": 3.607893061, + "Glucose_Level": 130.7879235, + "Potassium_Level": 4.399685825, + "Sodium_Level": 144.2808141, + "Smoking_Pack_Years": 48.79890078 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.87357394, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 43, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.53154917, + "White_Blood_Cell_Count": 8.923745336, + "Platelet_Count": 289.1439782, + "Albumin_Level": 4.88909801, + "Alkaline_Phosphatase_Level": 83.50635207, + "Alanine_Aminotransferase_Level": 15.18885144, + "Aspartate_Aminotransferase_Level": 21.92258542, + "Creatinine_Level": 1.235688853, + "LDH_Level": 103.6777379, + "Calcium_Level": 9.822949016, + "Phosphorus_Level": 2.979380131, + "Glucose_Level": 141.1647581, + "Potassium_Level": 4.827561018, + "Sodium_Level": 136.8880324, + "Smoking_Pack_Years": 82.48524114 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.71641699, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 78, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.0074826, + "White_Blood_Cell_Count": 6.704746406, + "Platelet_Count": 230.6501354, + "Albumin_Level": 4.376840819, + "Alkaline_Phosphatase_Level": 34.31802776, + "Alanine_Aminotransferase_Level": 27.13861665, + "Aspartate_Aminotransferase_Level": 19.13176766, + "Creatinine_Level": 1.213485685, + "LDH_Level": 103.8829431, + "Calcium_Level": 8.444449857, + "Phosphorus_Level": 3.040882868, + "Glucose_Level": 76.91493435, + "Potassium_Level": 4.342976351, + "Sodium_Level": 135.5771554, + "Smoking_Pack_Years": 16.29854584 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.02405617, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Alanine_Aminotransferase_Level": 10.45465061, + "Aspartate_Aminotransferase_Level": 40.31724787, + "Creatinine_Level": 0.743289353, + "LDH_Level": 200.4885762, + "Calcium_Level": 9.921322067, + "Phosphorus_Level": 3.537249064, + "Glucose_Level": 92.25926016, + "Potassium_Level": 4.242677375, + "Sodium_Level": 136.9736378, + "Smoking_Pack_Years": 72.54260742 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.05507495, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.1671612, + "White_Blood_Cell_Count": 4.626190485, + "Platelet_Count": 349.8915317, + "Albumin_Level": 3.762979002, + "Alkaline_Phosphatase_Level": 113.1820722, + "Alanine_Aminotransferase_Level": 16.67244763, + "Aspartate_Aminotransferase_Level": 39.06993357, + "Creatinine_Level": 1.151146902, + "LDH_Level": 120.5119871, + "Calcium_Level": 10.48930761, + "Phosphorus_Level": 2.926622063, + "Glucose_Level": 111.5659874, + "Potassium_Level": 3.50853866, + "Sodium_Level": 142.4742101, + "Smoking_Pack_Years": 14.88961035 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.15955503, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.94484895, + "White_Blood_Cell_Count": 8.89985105, + "Platelet_Count": 252.7616637, + "Albumin_Level": 4.923212971, + "Alkaline_Phosphatase_Level": 57.6354601, + "Alanine_Aminotransferase_Level": 35.73010937, + "Aspartate_Aminotransferase_Level": 30.90884108, + "Creatinine_Level": 1.297991654, + "LDH_Level": 163.7900245, + "Calcium_Level": 10.39273791, + "Phosphorus_Level": 3.398088108, + "Glucose_Level": 99.85295865, + "Potassium_Level": 3.763902448, + "Sodium_Level": 136.0962868, + "Smoking_Pack_Years": 12.5615337 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.66741972, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 29, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.4812903, + "White_Blood_Cell_Count": 5.893949072, + "Platelet_Count": 381.2193641, + "Albumin_Level": 3.285840257, + "Alkaline_Phosphatase_Level": 63.65310602, + "Alanine_Aminotransferase_Level": 16.58011349, + "Aspartate_Aminotransferase_Level": 31.80810311, + "Creatinine_Level": 1.248511574, + "LDH_Level": 167.2912701, + "Calcium_Level": 9.443572345, + "Phosphorus_Level": 3.745347393, + "Glucose_Level": 90.43183271, + "Potassium_Level": 4.968617866, + "Sodium_Level": 137.7699145, + "Smoking_Pack_Years": 0.282577687 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.88708027, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.12348245, + "White_Blood_Cell_Count": 6.760465986, + "Platelet_Count": 329.3913894, + "Albumin_Level": 4.438043794, + "Alkaline_Phosphatase_Level": 85.65954611, + "Alanine_Aminotransferase_Level": 34.59566537, + "Aspartate_Aminotransferase_Level": 27.15251818, + "Creatinine_Level": 0.880891389, + "LDH_Level": 159.371773, + "Calcium_Level": 9.068394427, + "Phosphorus_Level": 3.796898799, + "Glucose_Level": 140.1866825, + "Potassium_Level": 4.377541695, + "Sodium_Level": 135.6359879, + "Smoking_Pack_Years": 5.082613858 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 95.56644357, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.40515494, + "White_Blood_Cell_Count": 5.43639664, + "Platelet_Count": 251.2084214, + "Albumin_Level": 4.946591298, + "Alkaline_Phosphatase_Level": 97.85383616, + "Alanine_Aminotransferase_Level": 25.89818381, + "Aspartate_Aminotransferase_Level": 45.70542578, + "Creatinine_Level": 0.617681123, + "LDH_Level": 165.4319298, + "Calcium_Level": 10.24866895, + "Phosphorus_Level": 3.923372444, + "Glucose_Level": 93.42821885, + "Potassium_Level": 4.435201302, + "Sodium_Level": 138.9836474, + "Smoking_Pack_Years": 27.5218738 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.84550402, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.45373736, + "White_Blood_Cell_Count": 3.616058579, + "Platelet_Count": 261.0032765, + "Albumin_Level": 4.726886398, + "Alkaline_Phosphatase_Level": 34.60953665, + "Alanine_Aminotransferase_Level": 15.45835417, + "Aspartate_Aminotransferase_Level": 21.98638585, + "Creatinine_Level": 0.568989262, + "LDH_Level": 242.4097347, + "Calcium_Level": 9.90463221, + "Phosphorus_Level": 3.897057276, + "Glucose_Level": 80.37254088, + "Potassium_Level": 4.42247885, + "Sodium_Level": 136.1747786, + "Smoking_Pack_Years": 99.36643069 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.95873652, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 15.87061996, + "White_Blood_Cell_Count": 8.122299771, + "Platelet_Count": 379.7330369, + "Albumin_Level": 3.577994044, + "Alkaline_Phosphatase_Level": 87.37641878, + "Alanine_Aminotransferase_Level": 24.45352314, + "Aspartate_Aminotransferase_Level": 35.13004177, + "Creatinine_Level": 1.32985949, + "LDH_Level": 117.9449025, + "Calcium_Level": 8.235811473, + "Phosphorus_Level": 2.679115716, + "Glucose_Level": 102.2261898, + "Potassium_Level": 4.573170913, + "Sodium_Level": 138.8177492, + "Smoking_Pack_Years": 55.3188021 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.25841454, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.54427208, + "White_Blood_Cell_Count": 4.30232228, + "Platelet_Count": 384.8558215, + "Albumin_Level": 3.441046558, + "Alkaline_Phosphatase_Level": 31.95350915, + "Alanine_Aminotransferase_Level": 22.58510288, + "Aspartate_Aminotransferase_Level": 40.63394804, + "Creatinine_Level": 1.333597041, + "LDH_Level": 197.2904285, + "Calcium_Level": 8.776807363, + "Phosphorus_Level": 4.233965376, + "Glucose_Level": 95.69153738, + "Potassium_Level": 3.906304748, + "Sodium_Level": 141.3568677, + "Smoking_Pack_Years": 29.76614525 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.02138813, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 12.20990701, + "Aspartate_Aminotransferase_Level": 15.28843891, + "Creatinine_Level": 0.760495392, + "LDH_Level": 150.0098793, + "Calcium_Level": 8.101957139, + "Phosphorus_Level": 2.577058303, + "Glucose_Level": 118.8802799, + "Potassium_Level": 3.723243072, + "Sodium_Level": 143.9325441, + "Smoking_Pack_Years": 97.55040459 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.89690948, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 45, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.269016, + "White_Blood_Cell_Count": 6.345528379, + "Platelet_Count": 163.9888819, + "Albumin_Level": 3.711930159, + "Alkaline_Phosphatase_Level": 113.0940722, + "Alanine_Aminotransferase_Level": 31.87667001, + "Aspartate_Aminotransferase_Level": 44.40469151, + "Creatinine_Level": 0.885331737, + "LDH_Level": 171.3942681, + "Calcium_Level": 10.04280081, + "Phosphorus_Level": 2.981495289, + "Glucose_Level": 96.05265006, + "Potassium_Level": 4.804544349, + "Sodium_Level": 135.0524343, + "Smoking_Pack_Years": 62.92384644 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.28029684, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 14.99279946, + "White_Blood_Cell_Count": 5.166784205, + "Platelet_Count": 270.6458553, + "Albumin_Level": 4.173614192, + "Alkaline_Phosphatase_Level": 113.4751267, + "Alanine_Aminotransferase_Level": 39.65341584, + "Aspartate_Aminotransferase_Level": 28.25410479, + "Creatinine_Level": 1.185692937, + "LDH_Level": 150.7467516, + "Calcium_Level": 8.270154373, + "Phosphorus_Level": 4.261335068, + "Glucose_Level": 104.7835847, + "Potassium_Level": 4.418261628, + "Sodium_Level": 135.9999032, + "Smoking_Pack_Years": 10.37640592 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.77955153, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.66009997, + "White_Blood_Cell_Count": 4.647982892, + "Platelet_Count": 210.8740135, + "Albumin_Level": 4.514324041, + "Alkaline_Phosphatase_Level": 45.51395236, + "Alanine_Aminotransferase_Level": 38.02622659, + "Aspartate_Aminotransferase_Level": 30.20734088, + "Creatinine_Level": 0.640771846, + "LDH_Level": 117.3142082, + "Calcium_Level": 9.511257915, + "Phosphorus_Level": 3.450101674, + 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"Tumor_Size_mm": 77.56413797, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.84430669, + "White_Blood_Cell_Count": 5.889520856, + "Platelet_Count": 209.086687, + "Albumin_Level": 4.284584575, + "Alkaline_Phosphatase_Level": 105.514, + "Alanine_Aminotransferase_Level": 35.60428796, + "Aspartate_Aminotransferase_Level": 41.76839118, + "Creatinine_Level": 1.033818197, + "LDH_Level": 140.8816767, + "Calcium_Level": 9.057609822, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 17.83639839, + "White_Blood_Cell_Count": 9.65951766, + "Platelet_Count": 359.9403934, + "Albumin_Level": 4.557930912, + "Alkaline_Phosphatase_Level": 92.94295189, + "Alanine_Aminotransferase_Level": 7.357912054, + "Aspartate_Aminotransferase_Level": 18.20024753, + "Creatinine_Level": 0.631946046, + "LDH_Level": 152.0897899, + "Calcium_Level": 9.386015905, + "Phosphorus_Level": 3.79000162, + "Glucose_Level": 122.2915842, + "Potassium_Level": 4.757057567, + "Sodium_Level": 142.9573613, + "Smoking_Pack_Years": 3.377342176 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.37321172, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.29805887, + "White_Blood_Cell_Count": 8.307802304, + "Platelet_Count": 171.3221705, + "Albumin_Level": 4.405266432, + "Alkaline_Phosphatase_Level": 105.5234744, + "Alanine_Aminotransferase_Level": 35.90574927, + "Aspartate_Aminotransferase_Level": 29.85929989, + "Creatinine_Level": 1.316313308, + 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.2583777, + "White_Blood_Cell_Count": 6.989236984, + "Platelet_Count": 356.6000558, + "Albumin_Level": 3.269737915, + "Alkaline_Phosphatase_Level": 60.32749781, + "Alanine_Aminotransferase_Level": 8.674903639, + "Aspartate_Aminotransferase_Level": 39.46435053, + "Creatinine_Level": 1.375612485, + "LDH_Level": 134.5617704, + "Calcium_Level": 8.34312922, + "Phosphorus_Level": 3.323568969, + "Glucose_Level": 84.08135075, + "Potassium_Level": 4.5413808, + "Sodium_Level": 144.830813, + "Smoking_Pack_Years": 8.003645079 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.19356989, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.12910224, + "White_Blood_Cell_Count": 6.745411462, + "Platelet_Count": 209.0426191, + "Albumin_Level": 3.759979408, + "Alkaline_Phosphatase_Level": 32.90024292, + "Alanine_Aminotransferase_Level": 5.342667898, + "Aspartate_Aminotransferase_Level": 16.90806887, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 16.02310708, + "White_Blood_Cell_Count": 7.054573645, + "Platelet_Count": 213.5774436, + "Albumin_Level": 4.899853053, + "Alkaline_Phosphatase_Level": 100.5577533, + "Alanine_Aminotransferase_Level": 34.53287623, + "Aspartate_Aminotransferase_Level": 14.05888191, + "Creatinine_Level": 0.893921636, + "LDH_Level": 140.1586473, + "Calcium_Level": 8.037483046, + "Phosphorus_Level": 4.506086141, + "Glucose_Level": 72.28415188, + "Potassium_Level": 4.925043422, + "Sodium_Level": 138.0857484, + "Smoking_Pack_Years": 7.907037647 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.79305227, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.12751808, + "White_Blood_Cell_Count": 7.820187529, + "Platelet_Count": 301.5103732, + "Albumin_Level": 3.739950807, + "Alkaline_Phosphatase_Level": 113.7085823, + "Alanine_Aminotransferase_Level": 29.52165075, + "Aspartate_Aminotransferase_Level": 29.09391165, + "Creatinine_Level": 0.714351821, + "LDH_Level": 194.9092682, + "Calcium_Level": 10.48925346, + "Phosphorus_Level": 3.443911626, + "Glucose_Level": 108.224805, + "Potassium_Level": 3.692375599, + "Sodium_Level": 137.2663587, + "Smoking_Pack_Years": 44.55218768 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.00811005, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 10.10008752, + "White_Blood_Cell_Count": 7.204071633, + "Platelet_Count": 152.9713872, + "Albumin_Level": 4.067059235, + "Alkaline_Phosphatase_Level": 115.1457836, + "Alanine_Aminotransferase_Level": 26.26487793, + "Aspartate_Aminotransferase_Level": 11.43066306, + "Creatinine_Level": 1.377317281, + "LDH_Level": 117.2799204, + "Calcium_Level": 8.805654078, + "Phosphorus_Level": 3.535956715, + "Glucose_Level": 136.0185039, + "Potassium_Level": 4.33133376, + "Sodium_Level": 136.0539432, + "Smoking_Pack_Years": 27.42755912 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 93.32040893, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.75201149, + "White_Blood_Cell_Count": 9.65708938, + "Platelet_Count": 396.7536953, + "Albumin_Level": 3.965498659, + "Alkaline_Phosphatase_Level": 66.33146868, + "Alanine_Aminotransferase_Level": 8.108029835, + "Aspartate_Aminotransferase_Level": 29.56167749, + "Creatinine_Level": 0.637194023, + "LDH_Level": 215.2324972, + "Calcium_Level": 8.899730876, + "Phosphorus_Level": 3.240911148, + "Glucose_Level": 102.1639694, + "Potassium_Level": 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8.339512006, + "Aspartate_Aminotransferase_Level": 49.17614184, + "Creatinine_Level": 1.24551064, + "LDH_Level": 174.3945211, + "Calcium_Level": 9.492652214, + "Phosphorus_Level": 3.295036536, + "Glucose_Level": 81.80457476, + "Potassium_Level": 4.569329158, + "Sodium_Level": 136.7618188, + "Smoking_Pack_Years": 14.36272095 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.55311606, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 96, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.97257652, + "White_Blood_Cell_Count": 7.092943342, + "Platelet_Count": 303.5140132, + "Albumin_Level": 3.352379233, + "Alkaline_Phosphatase_Level": 64.0896984, + "Alanine_Aminotransferase_Level": 34.85502379, + "Aspartate_Aminotransferase_Level": 42.25480291, + "Creatinine_Level": 0.653171102, + "LDH_Level": 111.810268, + "Calcium_Level": 9.616500669, + "Phosphorus_Level": 4.736301112, + "Glucose_Level": 122.8501086, + "Potassium_Level": 3.929797477, + "Sodium_Level": 138.1231598, + "Smoking_Pack_Years": 74.29109769 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.84753769, + "Tumor_Location": 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"Alanine_Aminotransferase_Level": 25.82185102, + "Aspartate_Aminotransferase_Level": 40.40566356, + "Creatinine_Level": 0.864097299, + "LDH_Level": 126.8567413, + "Calcium_Level": 10.20017259, + "Phosphorus_Level": 4.102277422, + "Glucose_Level": 125.3224947, + "Potassium_Level": 3.970685417, + "Sodium_Level": 140.9279926, + "Smoking_Pack_Years": 0.569156975 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.69528493, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 92, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.91883119, + "White_Blood_Cell_Count": 7.05644722, + "Platelet_Count": 339.907765, + "Albumin_Level": 3.426084958, + "Alkaline_Phosphatase_Level": 37.36398321, + "Alanine_Aminotransferase_Level": 18.11998532, + "Aspartate_Aminotransferase_Level": 23.15268848, + "Creatinine_Level": 0.517594231, + "LDH_Level": 245.3842646, + "Calcium_Level": 9.887046944, + "Phosphorus_Level": 3.277246427, + "Glucose_Level": 77.80997686, + "Potassium_Level": 3.667386249, + "Sodium_Level": 141.6869654, + "Smoking_Pack_Years": 69.86847703 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.11382871, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 13.49333158, + "White_Blood_Cell_Count": 5.938177283, + "Platelet_Count": 379.8691734, + "Albumin_Level": 3.525898732, + "Alkaline_Phosphatase_Level": 91.88053211, + "Alanine_Aminotransferase_Level": 31.20473365, + "Aspartate_Aminotransferase_Level": 11.30435485, + "Creatinine_Level": 1.317926008, + "LDH_Level": 117.4629548, + "Calcium_Level": 9.461340072, + "Phosphorus_Level": 2.793622164, + "Glucose_Level": 85.94046625, + "Potassium_Level": 3.835404699, + "Sodium_Level": 138.9187487, + "Smoking_Pack_Years": 55.4321198 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.44041188, + "Tumor_Location": 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73.01081598, + "Potassium_Level": 3.521240291, + "Sodium_Level": 139.417192, + "Smoking_Pack_Years": 25.78271541 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.74263505, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 16.18971349, + "White_Blood_Cell_Count": 6.275116647, + "Platelet_Count": 308.7846389, + "Albumin_Level": 3.434998762, + "Alkaline_Phosphatase_Level": 81.26233006, + 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167, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.92663349, + "White_Blood_Cell_Count": 7.772564127, + "Platelet_Count": 445.2134319, + "Albumin_Level": 4.098227618, + "Alkaline_Phosphatase_Level": 55.40396595, + "Alanine_Aminotransferase_Level": 20.11829489, + "Aspartate_Aminotransferase_Level": 34.39854912, + "Creatinine_Level": 1.452773439, + "LDH_Level": 165.2883666, + "Calcium_Level": 8.296974218, + "Phosphorus_Level": 3.319957493, + "Glucose_Level": 128.111316, + "Potassium_Level": 3.980506496, + "Sodium_Level": 138.6700029, + "Smoking_Pack_Years": 87.24221215 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.3200304, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 17.78466319, + "White_Blood_Cell_Count": 9.421002615, + "Platelet_Count": 347.7385203, + "Albumin_Level": 4.865467892, + "Alkaline_Phosphatase_Level": 99.70683472, + "Alanine_Aminotransferase_Level": 39.71814453, + "Aspartate_Aminotransferase_Level": 47.08752939, + "Creatinine_Level": 0.957026187, + "LDH_Level": 239.8422154, + "Calcium_Level": 9.08884405, + "Phosphorus_Level": 4.481375594, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 10.13857896, + "White_Blood_Cell_Count": 5.920010643, + "Platelet_Count": 388.6825308, + "Albumin_Level": 4.104140333, + "Alkaline_Phosphatase_Level": 69.96831235, + "Alanine_Aminotransferase_Level": 19.3003703, + "Aspartate_Aminotransferase_Level": 42.85849589, + "Creatinine_Level": 0.908989983, + "LDH_Level": 215.1127821, + "Calcium_Level": 10.30415192, + "Phosphorus_Level": 2.615883411, + "Glucose_Level": 121.5880606, + "Potassium_Level": 4.966558905, + "Sodium_Level": 141.29408, + "Smoking_Pack_Years": 61.29427975 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 94.70837636, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.31914255, + "White_Blood_Cell_Count": 3.871749963, + "Platelet_Count": 359.6181565, + "Albumin_Level": 3.308106939, + "Alkaline_Phosphatase_Level": 115.341946, + "Alanine_Aminotransferase_Level": 6.265872589, + "Aspartate_Aminotransferase_Level": 47.11582945, + "Creatinine_Level": 0.990429967, + "LDH_Level": 158.840235, + "Calcium_Level": 8.370047454, + "Phosphorus_Level": 3.893388718, + "Glucose_Level": 89.54812008, + "Potassium_Level": 3.78687068, + "Sodium_Level": 139.3334613, + "Smoking_Pack_Years": 57.42892888 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.41732047, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.19396159, + "White_Blood_Cell_Count": 6.405618334, + "Platelet_Count": 367.4693509, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.69966236, + "White_Blood_Cell_Count": 5.677360167, + "Platelet_Count": 154.3872269, + "Albumin_Level": 3.175143417, + "Alkaline_Phosphatase_Level": 37.33029523, + "Alanine_Aminotransferase_Level": 31.28438379, + "Aspartate_Aminotransferase_Level": 21.09832519, + "Creatinine_Level": 0.822334049, + "LDH_Level": 120.4853645, + "Calcium_Level": 10.23175353, + "Phosphorus_Level": 3.134458593, + "Glucose_Level": 105.2591912, + "Potassium_Level": 4.795207491, + "Sodium_Level": 138.9885942, + "Smoking_Pack_Years": 74.64719228 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 12.53629625, + "White_Blood_Cell_Count": 8.757857413, + "Platelet_Count": 449.4070688, + "Albumin_Level": 4.321165915, + "Alkaline_Phosphatase_Level": 105.9103722, + "Alanine_Aminotransferase_Level": 28.31436767, + "Aspartate_Aminotransferase_Level": 41.34754243, + "Creatinine_Level": 1.324745757, + "LDH_Level": 136.8230354, + "Calcium_Level": 9.614729937, + "Phosphorus_Level": 3.237552677, + "Glucose_Level": 84.65100967, + "Potassium_Level": 4.630486045, + "Sodium_Level": 137.2402012, + "Smoking_Pack_Years": 69.91053777 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 32.99780029, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.17227416, + "White_Blood_Cell_Count": 7.628203538, + "Platelet_Count": 370.9344437, + "Albumin_Level": 4.440089431, + "Alkaline_Phosphatase_Level": 108.4136684, + "Alanine_Aminotransferase_Level": 18.52844528, + "Aspartate_Aminotransferase_Level": 48.32778267, + "Creatinine_Level": 0.741103411, + "LDH_Level": 147.2916099, + "Calcium_Level": 8.463056698, + "Phosphorus_Level": 4.613625113, + "Glucose_Level": 142.3787001, + "Potassium_Level": 4.11465872, + "Sodium_Level": 141.9710565, + "Smoking_Pack_Years": 95.09722872 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.405357, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 37, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.76192405, + "White_Blood_Cell_Count": 4.467085619, + "Platelet_Count": 449.21857, + "Albumin_Level": 3.778247566, + "Alkaline_Phosphatase_Level": 81.97333786, + "Alanine_Aminotransferase_Level": 20.7659543, + "Aspartate_Aminotransferase_Level": 16.83429086, + "Creatinine_Level": 0.822443114, + "LDH_Level": 208.5606315, + "Calcium_Level": 9.405312557, + "Phosphorus_Level": 3.755890616, + "Glucose_Level": 128.5725759, + "Potassium_Level": 4.107113417, + "Sodium_Level": 142.835318, + "Smoking_Pack_Years": 2.976905573 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.96308896, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.41106745, + "White_Blood_Cell_Count": 8.361428676, + "Platelet_Count": 307.0659159, + "Albumin_Level": 3.466743465, + "Alkaline_Phosphatase_Level": 31.1079278, + "Alanine_Aminotransferase_Level": 33.09370641, + "Aspartate_Aminotransferase_Level": 25.99106018, + "Creatinine_Level": 1.401918112, + "LDH_Level": 220.0356147, + "Calcium_Level": 8.365707204, + "Phosphorus_Level": 4.45382593, + "Glucose_Level": 131.5694095, + "Potassium_Level": 3.796664503, + "Sodium_Level": 136.9901567, + "Smoking_Pack_Years": 24.31909845 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.40575475, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.91117753, + "White_Blood_Cell_Count": 8.941137763, + "Platelet_Count": 439.0709849, + "Albumin_Level": 4.646393908, + "Alkaline_Phosphatase_Level": 71.04666549, + "Alanine_Aminotransferase_Level": 34.21504056, + "Aspartate_Aminotransferase_Level": 27.35694809, + "Creatinine_Level": 0.779694313, + "LDH_Level": 248.5098738, + "Calcium_Level": 10.23105874, + "Phosphorus_Level": 2.878221156, + "Glucose_Level": 121.7411527, + "Potassium_Level": 4.055662381, + "Sodium_Level": 141.6984338, + "Smoking_Pack_Years": 31.5311233 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.6168142, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", 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"Current Smoker", + "Tumor_Size_mm": 13.51486481, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.064198, + "White_Blood_Cell_Count": 8.957107804, + "Platelet_Count": 363.6580042, + "Albumin_Level": 4.527002226, + "Alkaline_Phosphatase_Level": 40.83035239, + "Alanine_Aminotransferase_Level": 15.51358348, + "Aspartate_Aminotransferase_Level": 22.50157418, + "Creatinine_Level": 1.259703358, + "LDH_Level": 180.2679753, + "Calcium_Level": 8.988564949, + "Phosphorus_Level": 4.017200454, + "Glucose_Level": 108.582075, + "Potassium_Level": 4.479816026, + "Sodium_Level": 139.5938302, + "Smoking_Pack_Years": 3.174684733 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.00188181, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.58259899, + "White_Blood_Cell_Count": 5.154566248, + "Platelet_Count": 230.4919133, + "Albumin_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.49152129, + "White_Blood_Cell_Count": 4.292439801, + "Platelet_Count": 260.3744702, + "Albumin_Level": 4.486695998, + "Alkaline_Phosphatase_Level": 65.09442524, + "Alanine_Aminotransferase_Level": 31.97842698, + "Aspartate_Aminotransferase_Level": 46.45368055, + "Creatinine_Level": 0.910877118, + "LDH_Level": 133.2017993, + "Calcium_Level": 9.405936426, + "Phosphorus_Level": 3.834016486, + "Glucose_Level": 98.9825084, + "Potassium_Level": 3.545225835, + "Sodium_Level": 141.7426879, + "Smoking_Pack_Years": 69.80484745 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.76432531, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.82739414, + "White_Blood_Cell_Count": 9.366246234, + "Platelet_Count": 367.2019332, + "Albumin_Level": 4.236640387, + "Alkaline_Phosphatase_Level": 86.48599327, + "Alanine_Aminotransferase_Level": 31.23303821, + "Aspartate_Aminotransferase_Level": 25.46622607, + "Creatinine_Level": 1.267466495, + "LDH_Level": 243.9828934, + "Calcium_Level": 9.862661222, + "Phosphorus_Level": 3.382141713, + "Glucose_Level": 149.6902922, + "Potassium_Level": 3.750906907, + "Sodium_Level": 141.2229859, + "Smoking_Pack_Years": 90.88791409 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.76796455, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.41585413, + "White_Blood_Cell_Count": 8.116652572, + "Platelet_Count": 433.8978142, + "Albumin_Level": 3.899611071, + "Alkaline_Phosphatase_Level": 35.42828216, + "Alanine_Aminotransferase_Level": 23.20299238, + "Aspartate_Aminotransferase_Level": 33.46747019, + "Creatinine_Level": 0.531710979, + "LDH_Level": 208.0575135, + "Calcium_Level": 10.06194147, + "Phosphorus_Level": 4.268609758, + "Glucose_Level": 139.9027351, + "Potassium_Level": 4.645363353, + "Sodium_Level": 144.5685605, + "Smoking_Pack_Years": 81.64856575 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.77711297, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.01130137, + "White_Blood_Cell_Count": 9.522468486, + "Platelet_Count": 412.8322712, + "Albumin_Level": 4.974178157, + "Alkaline_Phosphatase_Level": 82.75667001, + "Alanine_Aminotransferase_Level": 32.66068438, + "Aspartate_Aminotransferase_Level": 26.18861661, + "Creatinine_Level": 1.498190054, + "LDH_Level": 159.431953, + "Calcium_Level": 9.726466405, + "Phosphorus_Level": 4.12529058, + "Glucose_Level": 103.0459749, + "Potassium_Level": 4.028412712, + "Sodium_Level": 139.3967558, + "Smoking_Pack_Years": 33.68888551 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.20777612, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 103, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": 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177.9320261, + "Calcium_Level": 8.97810632, + "Phosphorus_Level": 3.94750256, + "Glucose_Level": 146.409693, + "Potassium_Level": 3.824533831, + "Sodium_Level": 136.956929, + "Smoking_Pack_Years": 31.08602561 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.24812352, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.79339921, + "White_Blood_Cell_Count": 5.72256709, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 17.24781537, + "White_Blood_Cell_Count": 7.659040954, + "Platelet_Count": 258.8021612, + "Albumin_Level": 4.356998074, + "Alkaline_Phosphatase_Level": 94.59197206, + "Alanine_Aminotransferase_Level": 34.25882308, + "Aspartate_Aminotransferase_Level": 17.79081298, + "Creatinine_Level": 1.349295111, + "LDH_Level": 205.3133394, + "Calcium_Level": 8.331719726, + "Phosphorus_Level": 3.987665895, + "Glucose_Level": 105.0483879, + "Potassium_Level": 3.667782465, + "Sodium_Level": 135.6864476, + "Smoking_Pack_Years": 47.70628867 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.22382836, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 2, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 12.74982523, + "White_Blood_Cell_Count": 8.339766342, + "Platelet_Count": 410.4067835, + "Albumin_Level": 4.604234945, + "Alkaline_Phosphatase_Level": 117.3020233, + "Alanine_Aminotransferase_Level": 7.254034915, + "Aspartate_Aminotransferase_Level": 21.24509645, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.67721727, + "White_Blood_Cell_Count": 8.637507496, + "Platelet_Count": 357.4523024, + "Albumin_Level": 4.62972318, + "Alkaline_Phosphatase_Level": 42.79856813, + "Alanine_Aminotransferase_Level": 13.37840211, + "Aspartate_Aminotransferase_Level": 39.66728681, + "Creatinine_Level": 1.324333491, + "LDH_Level": 175.1370734, + "Calcium_Level": 9.982187633, + "Phosphorus_Level": 3.433291819, + "Glucose_Level": 116.319719, + "Potassium_Level": 3.783095304, + "Sodium_Level": 139.0426948, + "Smoking_Pack_Years": 36.54792132 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.38375009, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.61248997, + "White_Blood_Cell_Count": 9.803469085, + "Platelet_Count": 254.3973232, + "Albumin_Level": 4.582072798, + "Alkaline_Phosphatase_Level": 105.8265715, + "Alanine_Aminotransferase_Level": 5.17250243, + "Aspartate_Aminotransferase_Level": 20.53632824, + "Creatinine_Level": 0.815097544, + "LDH_Level": 227.9868047, + "Calcium_Level": 8.843638744, + "Phosphorus_Level": 2.862690497, + "Glucose_Level": 77.36231544, + "Potassium_Level": 3.917352668, + "Sodium_Level": 138.7875377, + "Smoking_Pack_Years": 74.32880982 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.66516483, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 11.26552631, + "White_Blood_Cell_Count": 8.086084125, + "Platelet_Count": 199.6538574, + "Albumin_Level": 4.045188498, + "Alkaline_Phosphatase_Level": 110.0098636, + "Alanine_Aminotransferase_Level": 9.753465098, + "Aspartate_Aminotransferase_Level": 16.89824024, + "Creatinine_Level": 0.813277478, + "LDH_Level": 174.5345875, + "Calcium_Level": 8.836375014, + "Phosphorus_Level": 2.60549622, + "Glucose_Level": 117.7837029, + "Potassium_Level": 4.974575992, + "Sodium_Level": 139.6885429, + "Smoking_Pack_Years": 36.4703698 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.90254362, + "Tumor_Location": 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126.008086, + "Potassium_Level": 4.478050246, + "Sodium_Level": 142.0000498, + "Smoking_Pack_Years": 34.61285583 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.16443168, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 49, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.09369563, + "White_Blood_Cell_Count": 6.006679527, + "Platelet_Count": 200.9652206, + "Albumin_Level": 4.234682322, + "Alkaline_Phosphatase_Level": 58.82182513, + "Alanine_Aminotransferase_Level": 27.63995392, + "Aspartate_Aminotransferase_Level": 46.06539583, + "Creatinine_Level": 0.838587526, + "LDH_Level": 187.1486375, + "Calcium_Level": 8.367753249, + "Phosphorus_Level": 4.359703151, + "Glucose_Level": 107.7736105, + "Potassium_Level": 3.639375384, + "Sodium_Level": 142.0298857, + "Smoking_Pack_Years": 25.18121676 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.68976058, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 69, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.65882793, + "White_Blood_Cell_Count": 9.577957337, + "Platelet_Count": 316.8768085, + "Albumin_Level": 3.880841347, + "Alkaline_Phosphatase_Level": 57.53433581, + "Alanine_Aminotransferase_Level": 27.72538428, + "Aspartate_Aminotransferase_Level": 15.76886189, + "Creatinine_Level": 0.981738327, + "LDH_Level": 139.6660666, + "Calcium_Level": 9.278166756, + "Phosphorus_Level": 4.053573692, + "Glucose_Level": 107.9514541, + "Potassium_Level": 3.762805686, + "Sodium_Level": 139.1905559, + "Smoking_Pack_Years": 32.91971501 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.75067856, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.90403008, + "White_Blood_Cell_Count": 6.90077043, + "Platelet_Count": 238.2971555, + "Albumin_Level": 4.09298885, + "Alkaline_Phosphatase_Level": 83.62258298, + "Alanine_Aminotransferase_Level": 32.8465961, + "Aspartate_Aminotransferase_Level": 26.0918526, + "Creatinine_Level": 0.922188416, + "LDH_Level": 173.1061252, + "Calcium_Level": 10.43519608, + "Phosphorus_Level": 4.633492322, + "Glucose_Level": 123.2124527, + "Potassium_Level": 3.965448791, + "Sodium_Level": 144.4447041, + "Smoking_Pack_Years": 71.61940787 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 60.11912368, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.69429153, + "White_Blood_Cell_Count": 5.673370509, + "Platelet_Count": 338.7168768, + "Albumin_Level": 4.936173714, + "Alkaline_Phosphatase_Level": 92.414383, + "Alanine_Aminotransferase_Level": 23.12409754, + "Aspartate_Aminotransferase_Level": 33.05047048, + "Creatinine_Level": 0.668035868, + "LDH_Level": 186.8279078, + "Calcium_Level": 9.110589185, + "Phosphorus_Level": 3.458680437, + "Glucose_Level": 74.50524651, + "Potassium_Level": 3.934361044, + "Sodium_Level": 144.9746238, + "Smoking_Pack_Years": 88.38005202 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.21581258, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.08340138, + "White_Blood_Cell_Count": 8.877349783, + "Platelet_Count": 427.5131971, + "Albumin_Level": 4.117621479, + "Alkaline_Phosphatase_Level": 47.17289837, + "Alanine_Aminotransferase_Level": 7.815340685, + "Aspartate_Aminotransferase_Level": 39.8359067, + "Creatinine_Level": 0.660439118, + "LDH_Level": 208.258497, + "Calcium_Level": 9.631560413, + "Phosphorus_Level": 3.27880387, + "Glucose_Level": 90.7144704, + "Potassium_Level": 4.048680104, + "Sodium_Level": 139.3769737, + "Smoking_Pack_Years": 90.46360127 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 85.09542914, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 17.62175111, + "White_Blood_Cell_Count": 8.504978524, + "Platelet_Count": 204.11383, + "Albumin_Level": 3.317134215, + "Alkaline_Phosphatase_Level": 38.1159096, + "Alanine_Aminotransferase_Level": 15.81335911, + "Aspartate_Aminotransferase_Level": 47.5790224, + "Creatinine_Level": 0.553381773, + "LDH_Level": 191.5963732, + "Calcium_Level": 10.31136971, + "Phosphorus_Level": 4.499586556, + "Glucose_Level": 71.00716144, + "Potassium_Level": 4.753218734, + "Sodium_Level": 142.4061226, + "Smoking_Pack_Years": 64.07534946 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 32.8358057, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.84324887, + "White_Blood_Cell_Count": 8.685088483, + "Platelet_Count": 172.1635429, + "Albumin_Level": 4.5636498, + "Alkaline_Phosphatase_Level": 116.0608767, + "Alanine_Aminotransferase_Level": 28.16862177, + "Aspartate_Aminotransferase_Level": 14.68631116, + "Creatinine_Level": 0.785724555, + "LDH_Level": 188.1654389, + "Calcium_Level": 9.225483057, + "Phosphorus_Level": 3.973979133, + "Glucose_Level": 143.8068893, + "Potassium_Level": 4.204595657, + "Sodium_Level": 135.1086729, + "Smoking_Pack_Years": 12.7076582 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.94817203, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 15.2642955, + "White_Blood_Cell_Count": 7.431502951, + "Platelet_Count": 166.1042637, + "Albumin_Level": 3.432275523, + "Alkaline_Phosphatase_Level": 63.2634108, + "Alanine_Aminotransferase_Level": 30.19910224, + "Aspartate_Aminotransferase_Level": 43.43156313, + "Creatinine_Level": 0.678032267, + "LDH_Level": 149.9669403, + "Calcium_Level": 8.18856467, + "Phosphorus_Level": 4.493222498, + "Glucose_Level": 79.06561496, + "Potassium_Level": 3.64139024, + "Sodium_Level": 139.6021802, + "Smoking_Pack_Years": 52.7220366 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.1313494, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 12.33283039, + "White_Blood_Cell_Count": 8.722785517, + "Platelet_Count": 433.8748159, + "Albumin_Level": 3.753514482, + "Alkaline_Phosphatase_Level": 91.55425839, + "Alanine_Aminotransferase_Level": 36.08705905, + "Aspartate_Aminotransferase_Level": 40.10306297, + "Creatinine_Level": 1.121108535, + "LDH_Level": 104.9867814, + "Calcium_Level": 9.721202107, + "Phosphorus_Level": 3.586090387, + "Glucose_Level": 94.48819796, + "Potassium_Level": 4.305555857, + "Sodium_Level": 143.2368658, + "Smoking_Pack_Years": 6.158768938 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.58053078, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.88622389, + "White_Blood_Cell_Count": 3.994699411, + "Platelet_Count": 202.4647078, + "Albumin_Level": 3.177408367, + "Alkaline_Phosphatase_Level": 78.42228822, + "Alanine_Aminotransferase_Level": 7.49289426, + "Aspartate_Aminotransferase_Level": 11.58234843, + "Creatinine_Level": 0.93563054, + "LDH_Level": 248.2427503, + "Calcium_Level": 9.208790484, + "Phosphorus_Level": 3.038157465, + "Glucose_Level": 111.6105178, + "Potassium_Level": 4.348538962, + "Sodium_Level": 138.0028766, + "Smoking_Pack_Years": 55.19729512 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.1393837, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.00640322, + "White_Blood_Cell_Count": 8.571061226, + "Platelet_Count": 290.7525533, + "Albumin_Level": 4.10171, + "Alkaline_Phosphatase_Level": 58.25956816, + "Alanine_Aminotransferase_Level": 39.90561347, + "Aspartate_Aminotransferase_Level": 23.71273226, + "Creatinine_Level": 0.788863609, + "LDH_Level": 149.6974581, + "Calcium_Level": 8.055696262, + "Phosphorus_Level": 3.706918296, + "Glucose_Level": 105.1110319, + "Potassium_Level": 4.49307374, + "Sodium_Level": 143.7760226, + "Smoking_Pack_Years": 28.75306184 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.73990944, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 29.63758271, + "Aspartate_Aminotransferase_Level": 18.37126986, + "Creatinine_Level": 0.807274337, + "LDH_Level": 146.613337, + "Calcium_Level": 10.32140893, + "Phosphorus_Level": 4.013626144, + "Glucose_Level": 90.39275212, + "Potassium_Level": 3.731266838, + "Sodium_Level": 141.4038018, + "Smoking_Pack_Years": 43.23994691 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 62.33025327, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.5392349, + "White_Blood_Cell_Count": 6.946498075, + "Platelet_Count": 193.7331601, + "Albumin_Level": 4.167956026, + "Alkaline_Phosphatase_Level": 83.05856082, + "Alanine_Aminotransferase_Level": 18.14028459, + "Aspartate_Aminotransferase_Level": 40.89929601, + "Creatinine_Level": 1.212013038, + "LDH_Level": 236.5017904, + "Calcium_Level": 10.23737328, + "Phosphorus_Level": 2.970246185, + "Glucose_Level": 131.6632717, + "Potassium_Level": 4.913568593, + "Sodium_Level": 142.7091638, + "Smoking_Pack_Years": 90.76214762 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.68953215, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + 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"Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.70689907, + "White_Blood_Cell_Count": 8.555564511, + "Platelet_Count": 391.0808169, + "Albumin_Level": 3.383918423, + "Alkaline_Phosphatase_Level": 91.9155995, + "Alanine_Aminotransferase_Level": 12.82536687, + "Aspartate_Aminotransferase_Level": 29.92916002, + "Creatinine_Level": 0.885836983, + "LDH_Level": 237.7276543, + "Calcium_Level": 9.89099883, + "Phosphorus_Level": 3.290631008, + "Glucose_Level": 115.1305767, + "Potassium_Level": 4.10540805, + "Sodium_Level": 140.8982326, + "Smoking_Pack_Years": 33.70899693 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.96597588, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 87, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.73775418, + "White_Blood_Cell_Count": 7.839431694, + "Platelet_Count": 273.0498201, + "Albumin_Level": 3.567170662, + "Alkaline_Phosphatase_Level": 38.82037501, + "Alanine_Aminotransferase_Level": 37.40578383, + "Aspartate_Aminotransferase_Level": 18.49329452, + "Creatinine_Level": 0.740095934, + "LDH_Level": 173.3144659, + "Calcium_Level": 10.46073487, + "Phosphorus_Level": 3.557846165, + "Glucose_Level": 113.4357901, + "Potassium_Level": 3.679008213, + "Sodium_Level": 142.7411559, + "Smoking_Pack_Years": 76.36100899 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.2929972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 23, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.08855427, + "White_Blood_Cell_Count": 9.450520567, + "Platelet_Count": 401.3276096, + "Albumin_Level": 3.602271443, + "Alkaline_Phosphatase_Level": 85.31031195, + "Alanine_Aminotransferase_Level": 19.00125226, + "Aspartate_Aminotransferase_Level": 36.33356317, + "Creatinine_Level": 1.228185945, + "LDH_Level": 161.9239029, + "Calcium_Level": 9.613008275, + "Phosphorus_Level": 3.655904345, + "Glucose_Level": 110.1265203, + "Potassium_Level": 4.806445533, + "Sodium_Level": 144.7701377, + "Smoking_Pack_Years": 4.709080621 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.8762302, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.45118944, + "White_Blood_Cell_Count": 4.349608687, + "Platelet_Count": 396.9932928, + "Albumin_Level": 4.358900593, + "Alkaline_Phosphatase_Level": 81.73042333, + "Alanine_Aminotransferase_Level": 18.41436951, + "Aspartate_Aminotransferase_Level": 14.12194513, + "Creatinine_Level": 0.724094848, + "LDH_Level": 161.7730366, + "Calcium_Level": 9.571204797, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.30667067, + "White_Blood_Cell_Count": 5.432353913, + "Platelet_Count": 276.0106534, + "Albumin_Level": 3.230231881, + "Alkaline_Phosphatase_Level": 41.61352695, + "Alanine_Aminotransferase_Level": 10.77380369, + "Aspartate_Aminotransferase_Level": 32.95575778, + "Creatinine_Level": 0.875311115, + "LDH_Level": 196.5664819, + "Calcium_Level": 8.007878551, + "Phosphorus_Level": 3.089754641, + "Glucose_Level": 71.20555338, + "Potassium_Level": 3.812752712, + "Sodium_Level": 137.5529458, + "Smoking_Pack_Years": 72.75204798 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.47647742, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.73766112, + "White_Blood_Cell_Count": 9.565186604, + "Platelet_Count": 161.1534437, + "Albumin_Level": 4.923072982, + "Alkaline_Phosphatase_Level": 96.41389855, + "Alanine_Aminotransferase_Level": 9.861529378, + "Aspartate_Aminotransferase_Level": 20.12653228, + "Creatinine_Level": 1.08343089, + "LDH_Level": 221.9338994, + 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185.1016877, + "Calcium_Level": 8.540596078, + "Phosphorus_Level": 2.728002416, + "Glucose_Level": 116.8104308, + "Potassium_Level": 4.510171292, + "Sodium_Level": 142.6433852, + "Smoking_Pack_Years": 98.52940655 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.5362511, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 16.45287571, + "White_Blood_Cell_Count": 8.157097538, + 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.01650982, + "White_Blood_Cell_Count": 6.180382573, + "Platelet_Count": 211.1594329, + "Albumin_Level": 3.868313343, + "Alkaline_Phosphatase_Level": 91.22977211, + "Alanine_Aminotransferase_Level": 39.13109525, + "Aspartate_Aminotransferase_Level": 43.48211527, + "Creatinine_Level": 0.75632386, + "LDH_Level": 187.0248693, + "Calcium_Level": 9.352107489, + "Phosphorus_Level": 2.709989142, + "Glucose_Level": 144.8803232, + "Potassium_Level": 4.039673524, + "Sodium_Level": 143.3316942, + "Smoking_Pack_Years": 26.25436037 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.08134116, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.55143396, + "White_Blood_Cell_Count": 4.144784809, + "Platelet_Count": 391.7449275, + "Albumin_Level": 3.591343111, + "Alkaline_Phosphatase_Level": 82.70607609, + "Alanine_Aminotransferase_Level": 28.11255639, + "Aspartate_Aminotransferase_Level": 19.61600552, + "Creatinine_Level": 0.530936105, + "LDH_Level": 168.6648153, + "Calcium_Level": 8.459431238, + "Phosphorus_Level": 4.656458049, + "Glucose_Level": 104.8921243, + "Potassium_Level": 3.613025444, + "Sodium_Level": 141.075007, + "Smoking_Pack_Years": 20.29456598 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.49284086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.81875431, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.46941677, + "White_Blood_Cell_Count": 5.257831433, + "Platelet_Count": 317.2607441, + "Albumin_Level": 4.57513814, + "Alkaline_Phosphatase_Level": 47.15870592, + "Alanine_Aminotransferase_Level": 25.34895401, + "Aspartate_Aminotransferase_Level": 26.4857274, + "Creatinine_Level": 1.020972396, + "LDH_Level": 173.9390744, + "Calcium_Level": 10.35409959, + "Phosphorus_Level": 4.003859982, + "Glucose_Level": 136.098047, + "Potassium_Level": 4.532711013, + "Sodium_Level": 138.6091485, + "Smoking_Pack_Years": 87.63217374 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.19862914, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.29798412, + "White_Blood_Cell_Count": 9.467329086, + "Platelet_Count": 384.6728024, + "Albumin_Level": 3.918036152, + "Alkaline_Phosphatase_Level": 63.59489593, + "Alanine_Aminotransferase_Level": 12.21304521, + "Aspartate_Aminotransferase_Level": 49.17400323, + "Creatinine_Level": 0.702033183, + "LDH_Level": 215.4553786, + "Calcium_Level": 9.720598681, + "Phosphorus_Level": 4.669512386, + "Glucose_Level": 75.61011011, + "Potassium_Level": 4.468791241, + "Sodium_Level": 138.8329499, + "Smoking_Pack_Years": 16.65588324 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.24475542, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.27509133, + "White_Blood_Cell_Count": 7.87557469, + "Platelet_Count": 299.4801108, + "Albumin_Level": 3.266828278, + "Alkaline_Phosphatase_Level": 37.94273256, + "Alanine_Aminotransferase_Level": 13.89014545, + "Aspartate_Aminotransferase_Level": 16.97402814, + "Creatinine_Level": 0.697429583, + "LDH_Level": 168.8699856, + "Calcium_Level": 10.05736637, + "Phosphorus_Level": 2.537534137, + "Glucose_Level": 97.0653635, + "Potassium_Level": 4.981588088, + "Sodium_Level": 140.6946725, + "Smoking_Pack_Years": 58.76739587 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.41864736, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.30396833, + "White_Blood_Cell_Count": 6.182887747, + "Platelet_Count": 423.455448, + "Albumin_Level": 4.905377384, + "Alkaline_Phosphatase_Level": 112.1972095, + "Alanine_Aminotransferase_Level": 14.1607852, + "Aspartate_Aminotransferase_Level": 21.94654299, + "Creatinine_Level": 0.836182056, + "LDH_Level": 194.0537774, + "Calcium_Level": 9.24211055, + "Phosphorus_Level": 2.950532515, + "Glucose_Level": 115.0188165, + "Potassium_Level": 3.674476311, + "Sodium_Level": 135.7470249, + "Smoking_Pack_Years": 38.93506169 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.98649419, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + 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138.4905405, + "Smoking_Pack_Years": 55.65692064 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.23411967, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 119, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.7837549, + "White_Blood_Cell_Count": 7.045432314, + "Platelet_Count": 227.6393378, + "Albumin_Level": 4.876115147, + "Alkaline_Phosphatase_Level": 110.0198817, + "Alanine_Aminotransferase_Level": 13.29780498, + "Aspartate_Aminotransferase_Level": 36.17769465, + "Creatinine_Level": 0.807698122, + "LDH_Level": 102.0279948, + "Calcium_Level": 9.09740578, + "Phosphorus_Level": 3.574612501, + "Glucose_Level": 79.51266283, + "Potassium_Level": 4.11520493, + "Sodium_Level": 140.525949, + "Smoking_Pack_Years": 21.54896902 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.55642245, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 22, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 67, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.8857922, + "White_Blood_Cell_Count": 6.342434012, + "Platelet_Count": 188.5049246, + "Albumin_Level": 4.947637531, + "Alkaline_Phosphatase_Level": 34.22784089, + "Alanine_Aminotransferase_Level": 25.85813681, + "Aspartate_Aminotransferase_Level": 30.27246912, + "Creatinine_Level": 1.329575915, + "LDH_Level": 116.2294202, + "Calcium_Level": 10.12004913, + "Phosphorus_Level": 4.432974153, + "Glucose_Level": 83.34572083, + "Potassium_Level": 4.087406916, + "Sodium_Level": 137.4860422, + "Smoking_Pack_Years": 90.04025213 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.57637898, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.49869923, + "White_Blood_Cell_Count": 5.972063382, + "Platelet_Count": 324.8545536, + "Albumin_Level": 3.876579896, + "Alkaline_Phosphatase_Level": 62.17968166, + "Alanine_Aminotransferase_Level": 23.20921726, + "Aspartate_Aminotransferase_Level": 30.83740542, + "Creatinine_Level": 1.016593681, + "LDH_Level": 198.5668413, + "Calcium_Level": 8.616898063, + "Phosphorus_Level": 4.790287636, + "Glucose_Level": 97.24659445, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 14.17746048, + "White_Blood_Cell_Count": 4.329365074, + "Platelet_Count": 419.7441478, + "Albumin_Level": 4.043910416, + "Alkaline_Phosphatase_Level": 38.65976398, + "Alanine_Aminotransferase_Level": 38.30789164, + "Aspartate_Aminotransferase_Level": 42.49175625, + "Creatinine_Level": 0.69653213, + "LDH_Level": 143.5298476, + "Calcium_Level": 8.22152998, + "Phosphorus_Level": 4.573575627, + "Glucose_Level": 72.3794967, + "Potassium_Level": 4.867019663, + "Sodium_Level": 140.3495062, + "Smoking_Pack_Years": 45.37775252 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.07886637, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 17.77996199, + "White_Blood_Cell_Count": 6.159500907, + "Platelet_Count": 389.9450673, + "Albumin_Level": 4.934890548, + "Alkaline_Phosphatase_Level": 113.2887871, + "Alanine_Aminotransferase_Level": 14.70733732, + "Aspartate_Aminotransferase_Level": 19.52780061, + "Creatinine_Level": 1.29111874, + "LDH_Level": 182.161796, + "Calcium_Level": 9.44872364, + "Phosphorus_Level": 2.599127918, + "Glucose_Level": 141.816196, + "Potassium_Level": 4.916966634, + "Sodium_Level": 140.6212569, + "Smoking_Pack_Years": 35.8534806 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.04936104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.76022211, + "White_Blood_Cell_Count": 7.220973701, + "Platelet_Count": 344.8018035, + "Albumin_Level": 4.539141128, + "Alkaline_Phosphatase_Level": 66.89883477, + "Alanine_Aminotransferase_Level": 17.13298961, + "Aspartate_Aminotransferase_Level": 36.96098551, + "Creatinine_Level": 0.764954421, + "LDH_Level": 202.4879576, + "Calcium_Level": 9.919603943, + "Phosphorus_Level": 4.858348528, + "Glucose_Level": 81.20084082, + "Potassium_Level": 3.671797372, + "Sodium_Level": 142.0752116, + "Smoking_Pack_Years": 23.06284147 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.1267387, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 107, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 13.04837791, + "White_Blood_Cell_Count": 7.930260644, + "Platelet_Count": 294.9782259, + "Albumin_Level": 4.942366808, + "Alkaline_Phosphatase_Level": 111.1675836, + "Alanine_Aminotransferase_Level": 7.050249844, + "Aspartate_Aminotransferase_Level": 31.65458126, + "Creatinine_Level": 0.567198105, + "LDH_Level": 170.9074711, + "Calcium_Level": 8.941324367, + "Phosphorus_Level": 3.104579907, + "Glucose_Level": 78.39737578, + "Potassium_Level": 4.323840921, + "Sodium_Level": 137.7907275, + "Smoking_Pack_Years": 2.66111162 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.50915372, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.73883783, + "White_Blood_Cell_Count": 8.031832865, + "Platelet_Count": 431.5744705, + "Albumin_Level": 4.390973316, + "Alkaline_Phosphatase_Level": 90.29106483, + "Alanine_Aminotransferase_Level": 28.7424455, + "Aspartate_Aminotransferase_Level": 17.63184228, + "Creatinine_Level": 0.5527691, + "LDH_Level": 135.7665453, + "Calcium_Level": 9.853907836, + "Phosphorus_Level": 3.787174338, + "Glucose_Level": 85.32810426, + "Potassium_Level": 4.492059061, + "Sodium_Level": 137.349822, + "Smoking_Pack_Years": 70.67723581 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.83444586, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 11.02955046, + "White_Blood_Cell_Count": 9.527357578, + "Platelet_Count": 439.6264587, + "Albumin_Level": 4.956093939, + "Alkaline_Phosphatase_Level": 68.89231663, + "Alanine_Aminotransferase_Level": 28.5206592, + "Aspartate_Aminotransferase_Level": 28.68227479, + "Creatinine_Level": 0.500000519, + "LDH_Level": 180.3022671, + "Calcium_Level": 10.24647019, + "Phosphorus_Level": 4.528820342, + "Glucose_Level": 133.9336181, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.34764334, + "White_Blood_Cell_Count": 5.435392027, + "Platelet_Count": 194.1362364, + "Albumin_Level": 3.111122807, + "Alkaline_Phosphatase_Level": 102.2090336, + "Alanine_Aminotransferase_Level": 19.55528292, + "Aspartate_Aminotransferase_Level": 28.07529919, + "Creatinine_Level": 1.229340054, + "LDH_Level": 208.5720624, + "Calcium_Level": 9.076441445, + "Phosphorus_Level": 3.010068066, + "Glucose_Level": 82.87466674, + "Potassium_Level": 4.832215084, + "Sodium_Level": 141.0348959, + "Smoking_Pack_Years": 41.33638055 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 99.06774334, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.74084801, + "White_Blood_Cell_Count": 5.362500135, + "Platelet_Count": 311.2315533, + "Albumin_Level": 4.066246125, + "Alkaline_Phosphatase_Level": 68.69302892, + "Alanine_Aminotransferase_Level": 34.53745911, + "Aspartate_Aminotransferase_Level": 16.65680537, + "Creatinine_Level": 0.575404723, + "LDH_Level": 146.675717, + "Calcium_Level": 9.877121603, + "Phosphorus_Level": 4.844540637, + "Glucose_Level": 110.471431, + "Potassium_Level": 4.328939569, + "Sodium_Level": 135.7343226, + "Smoking_Pack_Years": 61.78962516 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.9657077, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.76947144, + "White_Blood_Cell_Count": 3.824506405, + "Platelet_Count": 382.8823132, + "Albumin_Level": 3.342384614, + "Alkaline_Phosphatase_Level": 53.30303608, + "Alanine_Aminotransferase_Level": 25.0714376, + "Aspartate_Aminotransferase_Level": 21.85062794, + "Creatinine_Level": 0.860085936, + "LDH_Level": 125.4105218, + "Calcium_Level": 9.25083694, + "Phosphorus_Level": 2.622092048, + "Glucose_Level": 142.4862549, + "Potassium_Level": 3.780259624, + "Sodium_Level": 142.6837087, + "Smoking_Pack_Years": 56.44754854 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.07857253, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 117, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.18755511, + "White_Blood_Cell_Count": 6.304851799, + "Platelet_Count": 279.7882313, + "Albumin_Level": 3.730178059, + "Alkaline_Phosphatase_Level": 61.31297629, + "Alanine_Aminotransferase_Level": 27.91576622, + "Aspartate_Aminotransferase_Level": 23.63858522, + "Creatinine_Level": 0.904402042, + "LDH_Level": 133.3004513, + "Calcium_Level": 8.358537947, + "Phosphorus_Level": 3.887054088, + "Glucose_Level": 89.79760152, + "Potassium_Level": 4.400453784, + "Sodium_Level": 137.3651702, + "Smoking_Pack_Years": 16.44685035 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.6146587, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.26759892, + "White_Blood_Cell_Count": 5.759518016, + "Platelet_Count": 309.6050499, + "Albumin_Level": 3.250498003, + "Alkaline_Phosphatase_Level": 103.3085243, + "Alanine_Aminotransferase_Level": 34.92528602, + "Aspartate_Aminotransferase_Level": 34.10069841, + "Creatinine_Level": 1.460213956, + "LDH_Level": 145.8570156, + "Calcium_Level": 9.180121557, + "Phosphorus_Level": 2.685411036, + "Glucose_Level": 82.22763102, + "Potassium_Level": 4.558065728, + "Sodium_Level": 140.6828444, + "Smoking_Pack_Years": 79.65279469 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 78.05243052, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.27172822, + "White_Blood_Cell_Count": 4.378154266, + "Platelet_Count": 406.0867238, + "Albumin_Level": 4.264185374, + "Alkaline_Phosphatase_Level": 69.61282876, + "Alanine_Aminotransferase_Level": 25.87587178, + "Aspartate_Aminotransferase_Level": 45.31583186, + "Creatinine_Level": 0.78252826, + "LDH_Level": 242.0047379, + "Calcium_Level": 9.262939666, + "Phosphorus_Level": 3.553879187, + "Glucose_Level": 83.38100317, + "Potassium_Level": 3.628821244, + "Sodium_Level": 144.1124583, + "Smoking_Pack_Years": 99.13556368 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.50527547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.19085356, + "White_Blood_Cell_Count": 8.46337429, + "Platelet_Count": 416.372363, + "Albumin_Level": 3.970389142, + "Alkaline_Phosphatase_Level": 90.47523007, + "Alanine_Aminotransferase_Level": 36.21841542, + "Aspartate_Aminotransferase_Level": 48.70476105, + "Creatinine_Level": 0.617977524, + "LDH_Level": 226.6347789, + "Calcium_Level": 8.697100053, + "Phosphorus_Level": 3.068847721, + "Glucose_Level": 113.6400286, + "Potassium_Level": 4.587113601, + "Sodium_Level": 138.2898519, + "Smoking_Pack_Years": 90.99759008 + }, + { + "Age": 67, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.21363198, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 93, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 12.61072405, + "White_Blood_Cell_Count": 9.626011196, + "Platelet_Count": 403.2987051, + "Albumin_Level": 4.194923134, + "Alkaline_Phosphatase_Level": 95.46806268, + "Alanine_Aminotransferase_Level": 14.93122857, + "Aspartate_Aminotransferase_Level": 24.95552512, + "Creatinine_Level": 1.205781952, + "LDH_Level": 205.2445233, + "Calcium_Level": 9.732168727, + "Phosphorus_Level": 3.09671168, + "Glucose_Level": 134.744591, + "Potassium_Level": 4.953514661, + "Sodium_Level": 144.429252, + "Smoking_Pack_Years": 48.13560206 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 11.28725701, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 15.91172203, + "White_Blood_Cell_Count": 9.193381447, + "Platelet_Count": 155.8796727, + "Albumin_Level": 3.601576275, + "Alkaline_Phosphatase_Level": 82.13428144, + "Alanine_Aminotransferase_Level": 36.86929954, + "Aspartate_Aminotransferase_Level": 16.2110838, + "Creatinine_Level": 1.009120187, + "LDH_Level": 228.2061939, + "Calcium_Level": 9.854408164, + "Phosphorus_Level": 4.004153242, + "Glucose_Level": 141.9852974, + "Potassium_Level": 3.914153963, + "Sodium_Level": 144.4041824, + "Smoking_Pack_Years": 83.32286016 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 55.13395524, + "Alanine_Aminotransferase_Level": 22.36473098, + "Aspartate_Aminotransferase_Level": 30.33013344, + "Creatinine_Level": 1.124784647, + "LDH_Level": 244.0828315, + "Calcium_Level": 9.584048513, + "Phosphorus_Level": 2.715965466, + "Glucose_Level": 86.65712621, + "Potassium_Level": 4.365877636, + "Sodium_Level": 136.2963534, + "Smoking_Pack_Years": 95.6387719 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.89199583, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 53, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Phosphorus_Level": 4.141468184, + "Glucose_Level": 109.2972914, + "Potassium_Level": 4.761044453, + "Sodium_Level": 137.4522716, + "Smoking_Pack_Years": 37.43517536 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 54.95719585, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 92, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.22674483, + "White_Blood_Cell_Count": 7.582888905, + "Platelet_Count": 201.3851112, + "Albumin_Level": 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8.903674415, + "Phosphorus_Level": 3.14705633, + "Glucose_Level": 133.776441, + "Potassium_Level": 4.619627807, + "Sodium_Level": 135.5193985, + "Smoking_Pack_Years": 9.900238365 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.16226083, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 107, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.87884771, + "White_Blood_Cell_Count": 7.816937111, + "Platelet_Count": 288.7062066, + 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.48255162, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.6041078, + "White_Blood_Cell_Count": 3.632382278, + "Platelet_Count": 311.4134367, + "Albumin_Level": 4.478549085, + "Alkaline_Phosphatase_Level": 97.1224563, + "Alanine_Aminotransferase_Level": 29.13450732, + "Aspartate_Aminotransferase_Level": 48.44706114, + "Creatinine_Level": 0.794272907, + "LDH_Level": 135.6094197, + "Calcium_Level": 8.6186613, + "Phosphorus_Level": 4.217885257, + "Glucose_Level": 144.1001844, + "Potassium_Level": 4.897942986, + "Sodium_Level": 137.0300297, + "Smoking_Pack_Years": 43.73938319 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 86.47410592, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.88922128, + "White_Blood_Cell_Count": 5.151275045, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.58991328, + "White_Blood_Cell_Count": 6.040511802, + "Platelet_Count": 181.2904123, + "Albumin_Level": 3.548356994, + "Alkaline_Phosphatase_Level": 40.10317657, + "Alanine_Aminotransferase_Level": 24.37742496, + "Aspartate_Aminotransferase_Level": 37.46587149, + "Creatinine_Level": 0.856272085, + "LDH_Level": 218.0063998, + "Calcium_Level": 8.266434625, + "Phosphorus_Level": 3.121227529, + "Glucose_Level": 98.5851391, + "Potassium_Level": 3.823203566, + "Sodium_Level": 140.0658869, + "Smoking_Pack_Years": 18.04925073 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.85496362, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 34, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.9716502, + "White_Blood_Cell_Count": 6.955648996, + "Platelet_Count": 427.8866292, + "Albumin_Level": 4.06329534, + "Alkaline_Phosphatase_Level": 83.75724693, + "Alanine_Aminotransferase_Level": 29.82314519, + "Aspartate_Aminotransferase_Level": 16.76470304, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.46355594, + "White_Blood_Cell_Count": 3.562420765, + "Platelet_Count": 220.21823, + "Albumin_Level": 4.575871552, + "Alkaline_Phosphatase_Level": 69.93170223, + "Alanine_Aminotransferase_Level": 13.31689329, + "Aspartate_Aminotransferase_Level": 38.42569236, + "Creatinine_Level": 1.173433383, + "LDH_Level": 126.9108223, + "Calcium_Level": 8.668449424, + "Phosphorus_Level": 4.518744363, + "Glucose_Level": 140.4109448, + "Potassium_Level": 4.966720554, + "Sodium_Level": 138.8967957, + "Smoking_Pack_Years": 17.69359313 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 67.20349707, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + 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"Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.77992844, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 11.3606016, + "White_Blood_Cell_Count": 5.416852587, + "Platelet_Count": 416.9656081, + "Albumin_Level": 4.729862055, + "Alkaline_Phosphatase_Level": 84.616197, + "Alanine_Aminotransferase_Level": 34.70543274, + "Aspartate_Aminotransferase_Level": 37.09817624, + "Creatinine_Level": 0.876494678, 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.1728823, + "White_Blood_Cell_Count": 9.864762109, + "Platelet_Count": 293.2211913, + "Albumin_Level": 3.06927471, + "Alkaline_Phosphatase_Level": 78.96174336, + "Alanine_Aminotransferase_Level": 30.94964836, + "Aspartate_Aminotransferase_Level": 43.4454965, + "Creatinine_Level": 0.625431099, + "LDH_Level": 218.6660952, + "Calcium_Level": 9.921992027, + "Phosphorus_Level": 2.898903699, + "Glucose_Level": 85.97532707, + "Potassium_Level": 4.956480181, + "Sodium_Level": 138.1190125, + "Smoking_Pack_Years": 40.88136274 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.89519876, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.58216128, + "White_Blood_Cell_Count": 3.967263059, + "Platelet_Count": 282.6497019, + "Albumin_Level": 4.8249364, + "Alkaline_Phosphatase_Level": 35.38289726, + "Alanine_Aminotransferase_Level": 26.2076102, + "Aspartate_Aminotransferase_Level": 42.43926402, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 12.3359057, + "White_Blood_Cell_Count": 8.69472283, + "Platelet_Count": 415.017937, + "Albumin_Level": 3.259173174, + "Alkaline_Phosphatase_Level": 69.64407338, + "Alanine_Aminotransferase_Level": 23.81660229, + "Aspartate_Aminotransferase_Level": 26.54491948, + "Creatinine_Level": 0.652814345, + "LDH_Level": 133.6618095, + "Calcium_Level": 8.739011483, + "Phosphorus_Level": 3.360906441, + "Glucose_Level": 89.24418429, + "Potassium_Level": 4.557008909, + "Sodium_Level": 141.4123194, + "Smoking_Pack_Years": 43.40018201 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 28.94511932, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 28, 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139.5803519, + "Smoking_Pack_Years": 66.34763483 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.57720783, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.30743434, + "White_Blood_Cell_Count": 8.568932887, + "Platelet_Count": 253.1920066, + "Albumin_Level": 4.504450673, + "Alkaline_Phosphatase_Level": 111.7667463, + "Alanine_Aminotransferase_Level": 26.94535624, + 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135.1234826, + "Smoking_Pack_Years": 46.27020612 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 55.37287, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.74201718, + "White_Blood_Cell_Count": 8.592340645, + "Platelet_Count": 328.8823189, + "Albumin_Level": 3.299783113, + "Alkaline_Phosphatase_Level": 91.41970346, + "Alanine_Aminotransferase_Level": 26.31294661, + "Aspartate_Aminotransferase_Level": 32.55966624, + "Creatinine_Level": 1.065163427, + "LDH_Level": 217.1410558, + "Calcium_Level": 9.853418089, + "Phosphorus_Level": 4.721769346, + "Glucose_Level": 114.5368742, + "Potassium_Level": 3.802946437, + "Sodium_Level": 135.9119647, + "Smoking_Pack_Years": 29.99861886 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 40.22895492, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 19, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.30731352, + "White_Blood_Cell_Count": 5.161841583, + "Platelet_Count": 246.5897557, + "Albumin_Level": 3.593194425, + "Alkaline_Phosphatase_Level": 89.91805461, + "Alanine_Aminotransferase_Level": 23.87600061, + "Aspartate_Aminotransferase_Level": 15.36609005, + "Creatinine_Level": 0.77195243, + "LDH_Level": 130.6094128, + "Calcium_Level": 9.808471496, + "Phosphorus_Level": 4.307146806, + "Glucose_Level": 87.05527301, + "Potassium_Level": 3.978297511, + "Sodium_Level": 138.2601715, + "Smoking_Pack_Years": 2.478111395 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.23339282, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.40951097, + "White_Blood_Cell_Count": 8.83264767, + "Platelet_Count": 279.8546706, + "Albumin_Level": 4.993374137, + "Alkaline_Phosphatase_Level": 114.7438062, + "Alanine_Aminotransferase_Level": 29.35622715, + "Aspartate_Aminotransferase_Level": 45.93666292, + "Creatinine_Level": 1.271843615, + "LDH_Level": 144.8169069, + "Calcium_Level": 9.293488543, + "Phosphorus_Level": 3.168111773, + "Glucose_Level": 127.9057994, + "Potassium_Level": 4.447302112, + "Sodium_Level": 142.1037016, + "Smoking_Pack_Years": 61.52974188 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 97.3333944, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 12.82549494, + "White_Blood_Cell_Count": 4.360066028, + "Platelet_Count": 345.4723989, + "Albumin_Level": 4.715264817, + "Alkaline_Phosphatase_Level": 103.6619793, + "Alanine_Aminotransferase_Level": 9.774763929, + "Aspartate_Aminotransferase_Level": 14.19932122, + "Creatinine_Level": 1.053996285, + "LDH_Level": 135.9094622, + "Calcium_Level": 8.108613157, + "Phosphorus_Level": 3.575777546, + "Glucose_Level": 124.5822366, + "Potassium_Level": 4.392825176, + "Sodium_Level": 140.6095232, + "Smoking_Pack_Years": 54.92372073 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 15.22729358, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 89, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 17.89884699, + "White_Blood_Cell_Count": 6.737023452, + "Platelet_Count": 363.9412088, + "Albumin_Level": 4.508707124, + "Alkaline_Phosphatase_Level": 39.06309366, + "Alanine_Aminotransferase_Level": 39.80619909, + "Aspartate_Aminotransferase_Level": 45.04477996, + "Creatinine_Level": 1.026240097, + "LDH_Level": 235.6104411, + "Calcium_Level": 8.201839026, + "Phosphorus_Level": 4.690284867, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.20911366, + "White_Blood_Cell_Count": 8.353326696, + "Platelet_Count": 169.8723997, + "Albumin_Level": 3.246288442, + "Alkaline_Phosphatase_Level": 116.8205114, + "Alanine_Aminotransferase_Level": 7.25776524, + "Aspartate_Aminotransferase_Level": 28.69877844, + "Creatinine_Level": 1.020896615, + "LDH_Level": 109.4272361, + "Calcium_Level": 10.31857164, + "Phosphorus_Level": 2.61232491, + "Glucose_Level": 132.6563864, + "Potassium_Level": 4.001812632, + "Sodium_Level": 135.8414986, + "Smoking_Pack_Years": 93.14121991 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.50844965, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.72428729, + "White_Blood_Cell_Count": 5.062906245, + "Platelet_Count": 232.7616603, + "Albumin_Level": 4.482338593, + "Alkaline_Phosphatase_Level": 105.1021665, + "Alanine_Aminotransferase_Level": 26.07224717, + "Aspartate_Aminotransferase_Level": 12.10152497, + "Creatinine_Level": 1.465789692, + "LDH_Level": 238.4350688, + "Calcium_Level": 8.603550339, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.2313036, + "White_Blood_Cell_Count": 5.700277663, + "Platelet_Count": 266.5331238, + "Albumin_Level": 3.242460683, + "Alkaline_Phosphatase_Level": 89.70688242, + "Alanine_Aminotransferase_Level": 14.20462872, + "Aspartate_Aminotransferase_Level": 14.99104556, + "Creatinine_Level": 0.846011533, + "LDH_Level": 119.225747, + "Calcium_Level": 9.260014478, + "Phosphorus_Level": 3.895675987, + "Glucose_Level": 121.0790061, + "Potassium_Level": 4.25972157, + "Sodium_Level": 144.2790043, + "Smoking_Pack_Years": 12.9325045 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.77914456, + "White_Blood_Cell_Count": 7.277878336, + "Platelet_Count": 440.0912244, + "Albumin_Level": 4.175578112, + "Alkaline_Phosphatase_Level": 49.07286902, + "Alanine_Aminotransferase_Level": 37.32280406, + "Aspartate_Aminotransferase_Level": 28.12291661, + "Creatinine_Level": 1.476744215, + "LDH_Level": 161.9885268, + "Calcium_Level": 8.664455334, + "Phosphorus_Level": 3.694358151, + "Glucose_Level": 137.0912587, + "Potassium_Level": 4.476812885, + "Sodium_Level": 138.1884787, + "Smoking_Pack_Years": 51.33719301 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 82.84066442, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 59, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.44256486, + "White_Blood_Cell_Count": 5.122265174, + "Platelet_Count": 303.3733638, + "Albumin_Level": 4.164492624, + "Alkaline_Phosphatase_Level": 86.09879219, + "Alanine_Aminotransferase_Level": 39.18474731, + "Aspartate_Aminotransferase_Level": 18.82175949, + "Creatinine_Level": 1.140299334, + "LDH_Level": 220.5058604, + "Calcium_Level": 9.39909766, + "Phosphorus_Level": 3.394167406, + "Glucose_Level": 87.2167792, + "Potassium_Level": 4.757972851, + "Sodium_Level": 140.0680953, + "Smoking_Pack_Years": 0.521733175 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.81578854, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.4290417, + "White_Blood_Cell_Count": 6.056339669, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 10.71792291, + "White_Blood_Cell_Count": 3.847563388, + "Platelet_Count": 356.6499481, + "Albumin_Level": 4.355719268, + "Alkaline_Phosphatase_Level": 101.6581104, + "Alanine_Aminotransferase_Level": 11.91217884, + "Aspartate_Aminotransferase_Level": 33.31444971, + "Creatinine_Level": 1.323903969, + "LDH_Level": 188.9602818, + "Calcium_Level": 9.321343465, + "Phosphorus_Level": 3.140333362, + "Glucose_Level": 148.9293578, + "Potassium_Level": 3.670489132, + "Sodium_Level": 135.1715176, + "Smoking_Pack_Years": 65.02759012 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 40.52476086, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.97154607, + "White_Blood_Cell_Count": 9.247668894, + "Platelet_Count": 196.8405391, + "Albumin_Level": 4.862486842, + "Alkaline_Phosphatase_Level": 41.63390595, + "Alanine_Aminotransferase_Level": 12.34724639, + "Aspartate_Aminotransferase_Level": 14.52806305, + "Creatinine_Level": 0.990586602, + "LDH_Level": 114.1951037, + "Calcium_Level": 10.44362827, + "Phosphorus_Level": 4.998512822, + "Glucose_Level": 137.9391547, + "Potassium_Level": 3.696452678, + "Sodium_Level": 139.3778805, + "Smoking_Pack_Years": 99.63988218 + }, + { 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.80711707, + "White_Blood_Cell_Count": 4.628463304, + "Platelet_Count": 353.7410249, + "Albumin_Level": 4.550964526, + "Alkaline_Phosphatase_Level": 84.00723025, + "Alanine_Aminotransferase_Level": 5.796480374, + "Aspartate_Aminotransferase_Level": 42.83033375, + "Creatinine_Level": 0.798541569, + "LDH_Level": 245.5672451, + "Calcium_Level": 10.36833878, + "Phosphorus_Level": 3.174120294, + "Glucose_Level": 82.49082899, + "Potassium_Level": 4.160667256, + "Sodium_Level": 142.2191573, + "Smoking_Pack_Years": 78.28481658 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.05767386, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "African 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}, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.92478253, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.8684622, + "White_Blood_Cell_Count": 6.220642173, + "Platelet_Count": 447.0333243, + "Albumin_Level": 4.938169313, + "Alkaline_Phosphatase_Level": 108.5331561, + "Alanine_Aminotransferase_Level": 13.86402872, + "Aspartate_Aminotransferase_Level": 18.3238964, + 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"Age": 55, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.24247867, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.75979189, + "White_Blood_Cell_Count": 5.408965702, + "Platelet_Count": 431.7566026, + "Albumin_Level": 4.98247711, + "Alkaline_Phosphatase_Level": 114.651775, + "Alanine_Aminotransferase_Level": 34.76895152, + "Aspartate_Aminotransferase_Level": 22.21162154, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.10865321, + "White_Blood_Cell_Count": 4.982142252, + "Platelet_Count": 381.1381382, + "Albumin_Level": 4.401855015, + "Alkaline_Phosphatase_Level": 104.793154, + "Alanine_Aminotransferase_Level": 21.56244239, + "Aspartate_Aminotransferase_Level": 16.56848581, + "Creatinine_Level": 1.381157932, + "LDH_Level": 181.1785487, + "Calcium_Level": 8.070273958, + "Phosphorus_Level": 3.923867178, + "Glucose_Level": 90.12830434, + "Potassium_Level": 4.272708152, + "Sodium_Level": 137.1832928, + "Smoking_Pack_Years": 25.52846189 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.82038352, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.61588787, + "White_Blood_Cell_Count": 8.583019343, + "Platelet_Count": 324.6631614, + "Albumin_Level": 3.049797486, + "Alkaline_Phosphatase_Level": 43.5159482, + "Alanine_Aminotransferase_Level": 11.08793099, + "Aspartate_Aminotransferase_Level": 19.24242783, + "Creatinine_Level": 0.99121595, + "LDH_Level": 216.0550519, + "Calcium_Level": 9.3059636, + "Phosphorus_Level": 4.667859694, + "Glucose_Level": 116.4988997, + "Potassium_Level": 4.478614966, + "Sodium_Level": 141.2093676, + "Smoking_Pack_Years": 20.29545944 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.560643, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.98214512, + "White_Blood_Cell_Count": 3.906683058, + "Platelet_Count": 392.4433189, + "Albumin_Level": 3.345045587, + "Alkaline_Phosphatase_Level": 72.18192286, + "Alanine_Aminotransferase_Level": 33.25644182, + "Aspartate_Aminotransferase_Level": 16.87798334, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.83814912, + "White_Blood_Cell_Count": 4.475875266, + "Platelet_Count": 270.4905599, + "Albumin_Level": 4.091308559, + "Alkaline_Phosphatase_Level": 30.98728653, + "Alanine_Aminotransferase_Level": 29.81531386, + "Aspartate_Aminotransferase_Level": 41.50387096, + "Creatinine_Level": 1.369519317, + "LDH_Level": 115.2066061, + "Calcium_Level": 10.1716692, + "Phosphorus_Level": 3.469002473, + "Glucose_Level": 131.7837336, + "Potassium_Level": 3.667282727, + "Sodium_Level": 140.5010966, + "Smoking_Pack_Years": 2.168244009 + }, + { + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.03482357, + "White_Blood_Cell_Count": 6.537304977, + "Platelet_Count": 403.2206475, + "Albumin_Level": 4.150688727, + "Alkaline_Phosphatase_Level": 108.8614811, + "Alanine_Aminotransferase_Level": 22.67684913, + "Aspartate_Aminotransferase_Level": 40.60283079, + "Creatinine_Level": 0.583561664, + "LDH_Level": 183.9802432, + "Calcium_Level": 9.184316044, + "Phosphorus_Level": 2.530440599, + "Glucose_Level": 113.8800764, + "Potassium_Level": 4.537404009, + "Sodium_Level": 142.6014323, + "Smoking_Pack_Years": 78.55489583 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.97390138, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.85108236, + "White_Blood_Cell_Count": 3.901887493, + "Platelet_Count": 420.8071653, + "Albumin_Level": 3.84880803, + "Alkaline_Phosphatase_Level": 62.7665172, + "Alanine_Aminotransferase_Level": 38.19960623, + "Aspartate_Aminotransferase_Level": 44.18760075, + "Creatinine_Level": 1.327799003, + "LDH_Level": 171.679476, + "Calcium_Level": 9.574674451, + "Phosphorus_Level": 3.203528281, + "Glucose_Level": 125.9747194, + "Potassium_Level": 4.317049034, + "Sodium_Level": 139.5789116, + "Smoking_Pack_Years": 13.37034197 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.53414429, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.7252913, + "White_Blood_Cell_Count": 5.252581189, + "Platelet_Count": 235.8769149, + "Albumin_Level": 4.71766686, + "Alkaline_Phosphatase_Level": 76.70273106, + "Alanine_Aminotransferase_Level": 18.35274832, + "Aspartate_Aminotransferase_Level": 14.98444694, + "Creatinine_Level": 1.01863439, + "LDH_Level": 111.4029422, + "Calcium_Level": 10.0552596, + "Phosphorus_Level": 4.051891906, + "Glucose_Level": 110.0768183, + "Potassium_Level": 4.813353935, + "Sodium_Level": 138.3313779, + "Smoking_Pack_Years": 65.49712499 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.93563265, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.92070739, + "White_Blood_Cell_Count": 7.586239703, + "Platelet_Count": 425.5996328, + "Albumin_Level": 3.122179602, + "Alkaline_Phosphatase_Level": 105.2987844, + "Alanine_Aminotransferase_Level": 15.50505944, + "Aspartate_Aminotransferase_Level": 41.34668183, + "Creatinine_Level": 1.472620098, + "LDH_Level": 132.4641275, + "Calcium_Level": 9.165632495, + "Phosphorus_Level": 3.499764544, + "Glucose_Level": 128.8427527, + "Potassium_Level": 3.602509124, + "Sodium_Level": 142.5628386, + "Smoking_Pack_Years": 76.40175841 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.97591099, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 17.62113725, + "White_Blood_Cell_Count": 5.566529463, + "Platelet_Count": 174.9879033, + "Albumin_Level": 4.266628066, + "Alkaline_Phosphatase_Level": 30.03435824, + "Alanine_Aminotransferase_Level": 7.147829601, + "Aspartate_Aminotransferase_Level": 46.10594371, + "Creatinine_Level": 1.317810721, + "LDH_Level": 110.7443546, + "Calcium_Level": 9.389834004, + "Phosphorus_Level": 3.742015624, + "Glucose_Level": 133.0528403, + "Potassium_Level": 3.610736012, + "Sodium_Level": 139.9899932, + "Smoking_Pack_Years": 49.73694319 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.30965697, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 74, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.09561255, + "White_Blood_Cell_Count": 7.01891148, + "Platelet_Count": 297.3355338, + "Albumin_Level": 3.708838034, + "Alkaline_Phosphatase_Level": 44.68466443, + "Alanine_Aminotransferase_Level": 32.17320513, + "Aspartate_Aminotransferase_Level": 15.63707057, + "Creatinine_Level": 1.18853781, + "LDH_Level": 104.7591207, + "Calcium_Level": 9.428408628, + "Phosphorus_Level": 3.983861485, + "Glucose_Level": 74.29655842, + "Potassium_Level": 4.53910214, + "Sodium_Level": 137.2434105, + "Smoking_Pack_Years": 97.58540255 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.56767141, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.65099954, + "White_Blood_Cell_Count": 5.7278256, + "Platelet_Count": 336.182631, + "Albumin_Level": 4.708078826, + "Alkaline_Phosphatase_Level": 115.747727, + "Alanine_Aminotransferase_Level": 22.88673219, + "Aspartate_Aminotransferase_Level": 24.09858623, + "Creatinine_Level": 1.244882022, + "LDH_Level": 248.0053061, + "Calcium_Level": 8.39733358, + "Phosphorus_Level": 3.558382335, + "Glucose_Level": 85.80258846, + "Potassium_Level": 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"Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.31599575, + "White_Blood_Cell_Count": 9.888247104, + "Platelet_Count": 431.5888381, + "Albumin_Level": 3.004772744, + "Alkaline_Phosphatase_Level": 102.2423302, + "Alanine_Aminotransferase_Level": 39.42205885, + "Aspartate_Aminotransferase_Level": 22.85552367, + "Creatinine_Level": 1.420973168, + "LDH_Level": 208.5175406, + "Calcium_Level": 9.999021148, + "Phosphorus_Level": 4.487939864, + "Glucose_Level": 71.67896767, + "Potassium_Level": 4.936685876, + "Sodium_Level": 138.6385548, + "Smoking_Pack_Years": 42.60749802 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 31.91747754, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 12.11890867, + "White_Blood_Cell_Count": 9.802026744, + "Platelet_Count": 423.3868556, + "Albumin_Level": 3.166448612, + "Alkaline_Phosphatase_Level": 89.34716163, + "Alanine_Aminotransferase_Level": 34.28782648, + "Aspartate_Aminotransferase_Level": 11.27381757, + "Creatinine_Level": 0.958367126, + "LDH_Level": 228.3835849, + "Calcium_Level": 8.403435657, + "Phosphorus_Level": 4.63826288, + "Glucose_Level": 146.0003888, + "Potassium_Level": 3.678446137, + "Sodium_Level": 144.0772145, + "Smoking_Pack_Years": 11.18233036 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.1093139, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 9, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.21002983, + "White_Blood_Cell_Count": 9.795668655, + "Platelet_Count": 386.1174793, + "Albumin_Level": 4.214651265, + "Alkaline_Phosphatase_Level": 43.0523834, + "Alanine_Aminotransferase_Level": 29.18342375, + "Aspartate_Aminotransferase_Level": 15.08558863, + "Creatinine_Level": 1.09150147, + "LDH_Level": 213.0206977, 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.15695287, + "White_Blood_Cell_Count": 3.851440691, + "Platelet_Count": 210.6305835, + "Albumin_Level": 3.753537698, + "Alkaline_Phosphatase_Level": 67.14319614, + "Alanine_Aminotransferase_Level": 32.62912548, + "Aspartate_Aminotransferase_Level": 30.28581582, + "Creatinine_Level": 1.399508638, + "LDH_Level": 124.1704899, + "Calcium_Level": 9.155775757, + "Phosphorus_Level": 4.199882561, + "Glucose_Level": 73.87275438, + "Potassium_Level": 3.683614617, + "Sodium_Level": 141.5157267, + "Smoking_Pack_Years": 0.651976356 + }, + { + "Age": 75, + "Gender": 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"Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 11.58674829, + "White_Blood_Cell_Count": 7.7458218, + "Platelet_Count": 185.2598559, + "Albumin_Level": 3.688941776, + "Alkaline_Phosphatase_Level": 35.23944972, + "Alanine_Aminotransferase_Level": 21.86785164, + "Aspartate_Aminotransferase_Level": 43.82133634, + "Creatinine_Level": 0.881198384, + "LDH_Level": 217.1867276, + "Calcium_Level": 8.954207471, + "Phosphorus_Level": 4.598932082, + "Glucose_Level": 90.33874946, + "Potassium_Level": 3.785207531, + "Sodium_Level": 135.2784816, + "Smoking_Pack_Years": 54.0064595 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.76694499, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 95, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.46458933, + "White_Blood_Cell_Count": 4.885032929, + "Platelet_Count": 402.3086103, + "Albumin_Level": 3.663062643, + "Alkaline_Phosphatase_Level": 106.3875362, + "Alanine_Aminotransferase_Level": 23.71780959, + "Aspartate_Aminotransferase_Level": 15.00648214, + "Creatinine_Level": 0.638374345, + "LDH_Level": 188.005144, + "Calcium_Level": 9.296174539, + "Phosphorus_Level": 2.714736196, + "Glucose_Level": 110.286874, + "Potassium_Level": 4.411455843, + "Sodium_Level": 139.1952779, + "Smoking_Pack_Years": 89.81081 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.14700987, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 100, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.87279374, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.84475735, + "White_Blood_Cell_Count": 8.676746421, + "Platelet_Count": 297.51292, + "Albumin_Level": 4.237392107, + "Alkaline_Phosphatase_Level": 34.80925058, + "Alanine_Aminotransferase_Level": 15.6618803, + "Aspartate_Aminotransferase_Level": 19.87513818, + "Creatinine_Level": 0.591073871, + "LDH_Level": 192.8794122, + "Calcium_Level": 8.469938161, + "Phosphorus_Level": 4.98299089, + "Glucose_Level": 73.60152502, + "Potassium_Level": 3.600447231, + "Sodium_Level": 137.2665188, + "Smoking_Pack_Years": 59.61127345 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.14657578, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Sodium_Level": 142.1060466, + "Smoking_Pack_Years": 26.28663368 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.46763398, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 10.76261504, + "White_Blood_Cell_Count": 7.671095348, + "Platelet_Count": 335.2828959, + "Albumin_Level": 4.867813082, + "Alkaline_Phosphatase_Level": 99.11236328, + "Alanine_Aminotransferase_Level": 34.87560263, + "Aspartate_Aminotransferase_Level": 39.50064828, + "Creatinine_Level": 0.682350563, + "LDH_Level": 245.0546023, + "Calcium_Level": 8.707175852, + "Phosphorus_Level": 2.716010181, + "Glucose_Level": 88.72525272, + "Potassium_Level": 3.875791703, + "Sodium_Level": 140.9366074, + "Smoking_Pack_Years": 76.32772536 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.56611746, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 86, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.34935849, + "White_Blood_Cell_Count": 7.80807957, + "Platelet_Count": 427.7828224, + "Albumin_Level": 4.864151591, + "Alkaline_Phosphatase_Level": 71.36344951, + "Alanine_Aminotransferase_Level": 13.81054843, + "Aspartate_Aminotransferase_Level": 41.83209231, + "Creatinine_Level": 0.880401036, + "LDH_Level": 232.2527851, + "Calcium_Level": 9.444239853, + "Phosphorus_Level": 4.659108989, + "Glucose_Level": 77.77740438, + "Potassium_Level": 4.562646216, + "Sodium_Level": 139.1641473, + "Smoking_Pack_Years": 57.61196626 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.57374869, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 36, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.42490215, + "White_Blood_Cell_Count": 9.302486451, + "Platelet_Count": 239.5227126, + "Albumin_Level": 4.221132004, + "Alkaline_Phosphatase_Level": 107.0048208, + "Alanine_Aminotransferase_Level": 35.81240348, + "Aspartate_Aminotransferase_Level": 18.31765189, + "Creatinine_Level": 0.992531337, + "LDH_Level": 197.3061496, + "Calcium_Level": 9.65280611, + "Phosphorus_Level": 4.463014019, + "Glucose_Level": 76.51275643, + "Potassium_Level": 3.839667163, + "Sodium_Level": 142.5520224, + "Smoking_Pack_Years": 19.86327313 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.07462667, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.74717945, + "White_Blood_Cell_Count": 7.660170165, + "Platelet_Count": 279.7169019, + "Albumin_Level": 4.210958054, + "Alkaline_Phosphatase_Level": 68.61493295, + "Alanine_Aminotransferase_Level": 33.68778479, + "Aspartate_Aminotransferase_Level": 26.56749932, + "Creatinine_Level": 0.649552475, + "LDH_Level": 121.9828903, + "Calcium_Level": 9.430817356, + "Phosphorus_Level": 2.911391492, + "Glucose_Level": 119.5781847, + "Potassium_Level": 4.037026221, + "Sodium_Level": 138.1950543, + "Smoking_Pack_Years": 64.90208311 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 61.79290608, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.92685938, + "White_Blood_Cell_Count": 3.61202845, + "Platelet_Count": 190.679594, + "Albumin_Level": 3.598211478, + "Alkaline_Phosphatase_Level": 64.48015637, + "Alanine_Aminotransferase_Level": 21.03320765, + "Aspartate_Aminotransferase_Level": 47.41305529, + "Creatinine_Level": 0.692522978, + "LDH_Level": 229.4932965, + "Calcium_Level": 10.04925818, + "Phosphorus_Level": 3.105314629, + "Glucose_Level": 142.8721206, + "Potassium_Level": 4.960107275, + "Sodium_Level": 143.9066889, + "Smoking_Pack_Years": 80.65991898 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.12056946, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.88213398, + "White_Blood_Cell_Count": 7.611882241, + "Platelet_Count": 199.7990321, + "Albumin_Level": 4.0958227, + "Alkaline_Phosphatase_Level": 101.3790863, + "Alanine_Aminotransferase_Level": 10.06415825, + "Aspartate_Aminotransferase_Level": 31.90872378, + "Creatinine_Level": 0.627342348, + "LDH_Level": 165.4500582, + "Calcium_Level": 8.632871793, + "Phosphorus_Level": 3.521326183, + "Glucose_Level": 100.9130821, + "Potassium_Level": 4.079098434, + "Sodium_Level": 142.1544852, + "Smoking_Pack_Years": 76.02683651 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.11473913, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.19970547, + "White_Blood_Cell_Count": 7.832322017, + "Platelet_Count": 297.0602239, + "Albumin_Level": 3.691080362, + "Alkaline_Phosphatase_Level": 50.26546682, + "Alanine_Aminotransferase_Level": 34.88556897, + "Aspartate_Aminotransferase_Level": 24.13492435, + "Creatinine_Level": 0.840250508, + "LDH_Level": 175.1664459, + "Calcium_Level": 8.844905693, + "Phosphorus_Level": 4.180910824, + "Glucose_Level": 79.53376438, + "Potassium_Level": 4.819049846, + "Sodium_Level": 140.770488, + "Smoking_Pack_Years": 55.03362233 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 35.17583004, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.05551248, + "White_Blood_Cell_Count": 5.867730881, + "Platelet_Count": 270.114292, + "Albumin_Level": 4.427890821, + "Alkaline_Phosphatase_Level": 68.40649089, + "Alanine_Aminotransferase_Level": 37.62397715, + "Aspartate_Aminotransferase_Level": 49.02903658, + "Creatinine_Level": 0.743025598, + "LDH_Level": 243.6301341, + "Calcium_Level": 9.578968879, + "Phosphorus_Level": 4.556464522, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 16.95200485, + "White_Blood_Cell_Count": 4.028957556, + "Platelet_Count": 191.8152759, + "Albumin_Level": 3.897755119, + "Alkaline_Phosphatase_Level": 60.91297428, + "Alanine_Aminotransferase_Level": 26.48427465, + "Aspartate_Aminotransferase_Level": 25.76507441, + "Creatinine_Level": 0.657212715, + "LDH_Level": 139.5000089, + "Calcium_Level": 9.934655429, + "Phosphorus_Level": 3.331253687, + "Glucose_Level": 96.832911, + "Potassium_Level": 3.640290416, + "Sodium_Level": 141.4366548, + "Smoking_Pack_Years": 15.68440669 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Phosphorus_Level": 3.109742436, + "Glucose_Level": 77.33917724, + "Potassium_Level": 3.787644198, + "Sodium_Level": 142.8265322, + "Smoking_Pack_Years": 12.42074177 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.66638375, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.93031089, + "White_Blood_Cell_Count": 3.523415276, + "Platelet_Count": 319.7122009, + "Albumin_Level": 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"Current Smoker", + "Tumor_Size_mm": 48.52835224, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.7938971, + "White_Blood_Cell_Count": 6.292669319, + "Platelet_Count": 227.8362962, + "Albumin_Level": 3.173289095, + "Alkaline_Phosphatase_Level": 53.01762814, + "Alanine_Aminotransferase_Level": 11.86721735, + "Aspartate_Aminotransferase_Level": 39.88108705, + "Creatinine_Level": 0.678875331, + "LDH_Level": 151.7505878, + "Calcium_Level": 8.415764259, + "Phosphorus_Level": 3.036107464, + "Glucose_Level": 85.20089278, + "Potassium_Level": 4.054404229, + "Sodium_Level": 142.4730038, + "Smoking_Pack_Years": 52.56661394 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.64869383, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.93064861, + "White_Blood_Cell_Count": 5.711122832, + "Platelet_Count": 200.8743194, + 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.40106034, + "White_Blood_Cell_Count": 9.884575686, + "Platelet_Count": 199.5209134, + "Albumin_Level": 3.246864942, + "Alkaline_Phosphatase_Level": 34.25721818, + "Alanine_Aminotransferase_Level": 7.213980978, + "Aspartate_Aminotransferase_Level": 31.57822453, + "Creatinine_Level": 0.837958298, + "LDH_Level": 148.2063819, + "Calcium_Level": 10.11023447, + "Phosphorus_Level": 4.118154768, + "Glucose_Level": 80.24095806, + "Potassium_Level": 4.156093961, + "Sodium_Level": 143.3482612, + "Smoking_Pack_Years": 32.87586208 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.98053244, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 13.28042707, + "White_Blood_Cell_Count": 4.810692908, + "Platelet_Count": 218.9022261, + "Albumin_Level": 3.566494025, + "Alkaline_Phosphatase_Level": 78.30140813, + "Alanine_Aminotransferase_Level": 11.64262092, + "Aspartate_Aminotransferase_Level": 26.65002516, + "Creatinine_Level": 1.009929515, + "LDH_Level": 143.6552266, + "Calcium_Level": 8.326623089, + "Phosphorus_Level": 3.695670663, + "Glucose_Level": 103.9765633, + "Potassium_Level": 4.217252209, + "Sodium_Level": 143.5799489, + "Smoking_Pack_Years": 70.7292358 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.66463607, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.53250105, + "White_Blood_Cell_Count": 3.551247239, + "Platelet_Count": 179.1703129, + "Albumin_Level": 3.54280034, + "Alkaline_Phosphatase_Level": 102.811449, + "Alanine_Aminotransferase_Level": 38.8863154, + "Aspartate_Aminotransferase_Level": 42.16771281, + "Creatinine_Level": 1.436625386, + "LDH_Level": 155.7781742, + "Calcium_Level": 8.362818622, + "Phosphorus_Level": 2.707351868, + "Glucose_Level": 107.8087231, + "Potassium_Level": 4.280374917, + "Sodium_Level": 143.0704948, + "Smoking_Pack_Years": 66.46566192 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 76.37929581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.02113922, + "White_Blood_Cell_Count": 3.864272607, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.39754918, + "White_Blood_Cell_Count": 6.135002357, + "Platelet_Count": 350.2735794, + "Albumin_Level": 3.834287379, + "Alkaline_Phosphatase_Level": 96.30740075, + "Alanine_Aminotransferase_Level": 10.74451354, + "Aspartate_Aminotransferase_Level": 20.37827025, + "Creatinine_Level": 1.027808731, + "LDH_Level": 186.8686759, + "Calcium_Level": 10.40211055, + "Phosphorus_Level": 4.1885501, + "Glucose_Level": 117.4487398, + "Potassium_Level": 4.560269568, + "Sodium_Level": 139.2169253, + "Smoking_Pack_Years": 19.62487076 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 44.2024917, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "African 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"Aspartate_Aminotransferase_Level": 33.51092859, + "Creatinine_Level": 0.61191796, + "LDH_Level": 238.0827938, + "Calcium_Level": 10.41813677, + "Phosphorus_Level": 2.511858313, + "Glucose_Level": 100.3213796, + "Potassium_Level": 3.589126445, + "Sodium_Level": 143.6988568, + "Smoking_Pack_Years": 73.08732497 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.40834559, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 69, + 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38.61946151, + "Aspartate_Aminotransferase_Level": 36.70061441, + "Creatinine_Level": 0.830882405, + "LDH_Level": 106.2985107, + "Calcium_Level": 8.365005226, + "Phosphorus_Level": 3.278163539, + "Glucose_Level": 122.5745192, + "Potassium_Level": 4.347295218, + "Sodium_Level": 139.4417701, + "Smoking_Pack_Years": 74.16302621 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.93403714, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 90, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 13.90480108, + "White_Blood_Cell_Count": 6.690269816, + "Platelet_Count": 439.813737, + "Albumin_Level": 4.058364301, + "Alkaline_Phosphatase_Level": 65.24240474, + "Alanine_Aminotransferase_Level": 20.70192177, + "Aspartate_Aminotransferase_Level": 35.59807609, + "Creatinine_Level": 0.680491273, + "LDH_Level": 101.2370282, + "Calcium_Level": 9.505541005, + "Phosphorus_Level": 4.760330936, + "Glucose_Level": 78.15023425, + "Potassium_Level": 4.067910357, + "Sodium_Level": 139.4953657, + "Smoking_Pack_Years": 76.59516721 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.18538395, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 52, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 15.52395287, + "White_Blood_Cell_Count": 8.548084852, + "Platelet_Count": 278.3472338, + "Albumin_Level": 4.475177093, + "Alkaline_Phosphatase_Level": 101.608217, + "Alanine_Aminotransferase_Level": 6.728755952, + "Aspartate_Aminotransferase_Level": 17.06610221, + "Creatinine_Level": 0.968551938, + "LDH_Level": 142.1026572, + "Calcium_Level": 8.933374982, + "Phosphorus_Level": 2.851631089, + "Glucose_Level": 95.75525289, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.00095462, + "White_Blood_Cell_Count": 7.980751746, + "Platelet_Count": 214.0396136, + "Albumin_Level": 3.717348598, + "Alkaline_Phosphatase_Level": 30.88885515, + "Alanine_Aminotransferase_Level": 36.92970796, + "Aspartate_Aminotransferase_Level": 41.60065993, + "Creatinine_Level": 1.468839889, + "LDH_Level": 213.1877756, + "Calcium_Level": 8.06201499, + "Phosphorus_Level": 3.073690454, + "Glucose_Level": 140.4326198, + "Potassium_Level": 3.7709012, + "Sodium_Level": 139.5209733, + "Smoking_Pack_Years": 93.86845058 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.60189765, + "Tumor_Location": "Middle 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 15.78234665, + "White_Blood_Cell_Count": 6.830708616, + "Platelet_Count": 337.178882, + "Albumin_Level": 4.434617769, + "Alkaline_Phosphatase_Level": 57.15790202, + "Alanine_Aminotransferase_Level": 18.96473719, + "Aspartate_Aminotransferase_Level": 27.28489847, + "Creatinine_Level": 1.173683001, + "LDH_Level": 187.0948606, + "Calcium_Level": 9.615284114, + "Phosphorus_Level": 2.795037637, + "Glucose_Level": 123.1514181, + "Potassium_Level": 3.700030105, + "Sodium_Level": 136.222563, + "Smoking_Pack_Years": 76.88195246 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.65485627, + "Tumor_Location": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 15.67612809, + "White_Blood_Cell_Count": 7.55566032, + "Platelet_Count": 179.7646991, + "Albumin_Level": 4.899195569, + "Alkaline_Phosphatase_Level": 55.08833968, + "Alanine_Aminotransferase_Level": 16.53080037, + "Aspartate_Aminotransferase_Level": 33.4172675, + "Creatinine_Level": 0.98656596, + "LDH_Level": 162.0358505, + "Calcium_Level": 9.477784754, + "Phosphorus_Level": 3.421593325, + "Glucose_Level": 117.72612, + "Potassium_Level": 4.569746675, + "Sodium_Level": 135.0054403, + "Smoking_Pack_Years": 23.27757724 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": 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{ + "Age": 67, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 23.98851339, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.80454698, + "White_Blood_Cell_Count": 3.884480327, + "Platelet_Count": 187.2110042, + "Albumin_Level": 3.621901402, + "Alkaline_Phosphatase_Level": 86.84484641, + "Alanine_Aminotransferase_Level": 17.53380987, + "Aspartate_Aminotransferase_Level": 45.59476764, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.84746006, + "White_Blood_Cell_Count": 5.732764744, + "Platelet_Count": 303.8589218, + "Albumin_Level": 4.346759631, + "Alkaline_Phosphatase_Level": 74.00653233, + "Alanine_Aminotransferase_Level": 25.90600051, + "Aspartate_Aminotransferase_Level": 20.25807523, + "Creatinine_Level": 0.578662829, + "LDH_Level": 187.1704156, + "Calcium_Level": 9.390834363, + "Phosphorus_Level": 3.776979241, + "Glucose_Level": 132.2769554, + "Potassium_Level": 3.954274383, + "Sodium_Level": 135.570928, + "Smoking_Pack_Years": 30.6363696 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 30.9193595, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.98098503, + "White_Blood_Cell_Count": 4.684308952, + "Platelet_Count": 388.1919178, + "Albumin_Level": 4.39712846, + "Alkaline_Phosphatase_Level": 81.67396264, + "Alanine_Aminotransferase_Level": 27.47336506, + "Aspartate_Aminotransferase_Level": 20.24934735, + "Creatinine_Level": 0.726563586, + "LDH_Level": 223.3020853, + "Calcium_Level": 10.43621212, + "Phosphorus_Level": 4.847001247, + "Glucose_Level": 76.54301673, + "Potassium_Level": 3.991703924, + "Sodium_Level": 138.9008225, + "Smoking_Pack_Years": 8.586095627 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.36973528, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.14108035, + "White_Blood_Cell_Count": 9.610772442, + "Platelet_Count": 440.7967632, + "Albumin_Level": 3.759402842, + "Alkaline_Phosphatase_Level": 67.75893657, + "Alanine_Aminotransferase_Level": 27.11917149, + "Aspartate_Aminotransferase_Level": 49.45396633, + "Creatinine_Level": 1.101635556, + "LDH_Level": 152.4188546, + "Calcium_Level": 10.08725306, + "Phosphorus_Level": 2.862699397, + "Glucose_Level": 80.29688508, + "Potassium_Level": 4.366114934, + "Sodium_Level": 139.5107099, + "Smoking_Pack_Years": 24.48807597 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.59102166, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 60, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.22084934, + "White_Blood_Cell_Count": 7.004477686, + "Platelet_Count": 351.8137926, + "Albumin_Level": 4.526241358, + "Alkaline_Phosphatase_Level": 30.95509147, + "Alanine_Aminotransferase_Level": 11.40970715, + "Aspartate_Aminotransferase_Level": 40.78380287, + "Creatinine_Level": 1.439745028, + "LDH_Level": 132.5968593, + "Calcium_Level": 8.712273578, + "Phosphorus_Level": 3.230519296, + "Glucose_Level": 103.2717555, + "Potassium_Level": 4.187930082, + "Sodium_Level": 138.4283343, + "Smoking_Pack_Years": 21.01129235 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.46224798, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.93945457, + "White_Blood_Cell_Count": 6.482218691, + "Platelet_Count": 286.7330821, + "Albumin_Level": 4.355590112, + "Alkaline_Phosphatase_Level": 101.3750745, + "Alanine_Aminotransferase_Level": 27.97562968, + "Aspartate_Aminotransferase_Level": 19.16224823, + "Creatinine_Level": 0.700037802, + "LDH_Level": 189.7054831, + "Calcium_Level": 8.594345114, + "Phosphorus_Level": 4.495929785, + "Glucose_Level": 137.6774216, + "Potassium_Level": 4.970948688, + "Sodium_Level": 141.8163509, + "Smoking_Pack_Years": 15.96891066 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.34392791, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 17.59867477, + "White_Blood_Cell_Count": 5.528368785, + "Platelet_Count": 272.7326943, + "Albumin_Level": 4.149606177, + "Alkaline_Phosphatase_Level": 56.10906301, + "Alanine_Aminotransferase_Level": 29.06588931, + "Aspartate_Aminotransferase_Level": 18.23920906, + "Creatinine_Level": 0.637540946, + "LDH_Level": 218.0351338, + "Calcium_Level": 9.543178223, + "Phosphorus_Level": 2.967634619, + "Glucose_Level": 78.62898565, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 25.93507833, + "Aspartate_Aminotransferase_Level": 45.98514557, + "Creatinine_Level": 0.839017887, + "LDH_Level": 194.1896312, + "Calcium_Level": 8.217873074, + "Phosphorus_Level": 3.314441678, + "Glucose_Level": 77.81934079, + "Potassium_Level": 3.643990427, + "Sodium_Level": 135.7669717, + "Smoking_Pack_Years": 76.62572707 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.49637292, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.24589904, + "White_Blood_Cell_Count": 7.389573912, + "Platelet_Count": 284.3094886, + "Albumin_Level": 3.412983644, + "Alkaline_Phosphatase_Level": 116.7368439, + "Alanine_Aminotransferase_Level": 22.99326338, + "Aspartate_Aminotransferase_Level": 30.40250569, + "Creatinine_Level": 1.323572788, + "LDH_Level": 169.4616644, + "Calcium_Level": 10.26799183, + "Phosphorus_Level": 4.08114727, + "Glucose_Level": 75.85944651, + "Potassium_Level": 4.022034156, + "Sodium_Level": 144.1945917, + "Smoking_Pack_Years": 20.96673507 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.58781009, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 8, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.83665458, + "White_Blood_Cell_Count": 8.574718097, + "Platelet_Count": 258.6903331, + "Albumin_Level": 3.035826683, + "Alkaline_Phosphatase_Level": 45.14723948, + "Alanine_Aminotransferase_Level": 16.0700915, + "Aspartate_Aminotransferase_Level": 18.36306437, + "Creatinine_Level": 0.662254282, + "LDH_Level": 221.840291, + "Calcium_Level": 9.097407294, + "Phosphorus_Level": 4.309114062, + "Glucose_Level": 132.5298737, + "Potassium_Level": 4.554370739, + "Sodium_Level": 136.2472065, + "Smoking_Pack_Years": 91.63751286 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.55331474, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 8.018989197, + "Aspartate_Aminotransferase_Level": 41.71758138, + "Creatinine_Level": 0.543811843, + "LDH_Level": 161.6166218, + "Calcium_Level": 10.36847826, + "Phosphorus_Level": 2.839760582, + "Glucose_Level": 100.3400027, + "Potassium_Level": 4.721738416, + "Sodium_Level": 141.1081338, + "Smoking_Pack_Years": 43.61436992 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 50.93355752, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.33032552, + "White_Blood_Cell_Count": 8.410894216, + "Platelet_Count": 401.3253236, + "Albumin_Level": 3.84249764, + "Alkaline_Phosphatase_Level": 78.01319721, + "Alanine_Aminotransferase_Level": 5.07117042, + "Aspartate_Aminotransferase_Level": 38.9789753, + "Creatinine_Level": 1.363074265, + "LDH_Level": 114.434063, + "Calcium_Level": 8.864290987, + "Phosphorus_Level": 3.620977441, + "Glucose_Level": 96.84598566, + "Potassium_Level": 3.780264434, + "Sodium_Level": 135.5440128, + "Smoking_Pack_Years": 55.49254313 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.74914677, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 93, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.81139803, + "White_Blood_Cell_Count": 9.335842547, + "Platelet_Count": 263.3451631, + "Albumin_Level": 3.613017855, + "Alkaline_Phosphatase_Level": 42.25621771, + "Alanine_Aminotransferase_Level": 14.69141018, + "Aspartate_Aminotransferase_Level": 31.44791612, + "Creatinine_Level": 0.630746662, + "LDH_Level": 234.3931914, + "Calcium_Level": 10.47500119, + "Phosphorus_Level": 4.776966167, + "Glucose_Level": 149.6314419, + "Potassium_Level": 4.242195342, + "Sodium_Level": 143.9939928, + "Smoking_Pack_Years": 25.31748856 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.62441636, + "Tumor_Location": 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47.32590681, + "Alanine_Aminotransferase_Level": 33.69309028, + "Aspartate_Aminotransferase_Level": 18.88283008, + "Creatinine_Level": 0.701280222, + "LDH_Level": 121.808494, + "Calcium_Level": 8.454929525, + "Phosphorus_Level": 4.232976654, + "Glucose_Level": 71.60821441, + "Potassium_Level": 3.694351426, + "Sodium_Level": 142.5829281, + "Smoking_Pack_Years": 14.33542683 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.27300967, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 24, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.80635319, + "White_Blood_Cell_Count": 4.93959043, + "Platelet_Count": 227.0201742, + "Albumin_Level": 4.955519027, + "Alkaline_Phosphatase_Level": 81.11231872, + "Alanine_Aminotransferase_Level": 7.532818824, + "Aspartate_Aminotransferase_Level": 49.24175532, + "Creatinine_Level": 0.950871439, + "LDH_Level": 104.3982196, + "Calcium_Level": 10.02940314, + "Phosphorus_Level": 2.617219292, + "Glucose_Level": 102.3694764, + "Potassium_Level": 3.947101552, + "Sodium_Level": 140.3478329, + "Smoking_Pack_Years": 77.22756387 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 66.05020172, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 83, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 14.67912015, + "White_Blood_Cell_Count": 3.83501471, + "Platelet_Count": 277.8032363, + "Albumin_Level": 4.700925352, + "Alkaline_Phosphatase_Level": 33.06421105, + "Alanine_Aminotransferase_Level": 30.88390196, + "Aspartate_Aminotransferase_Level": 29.22027398, + "Creatinine_Level": 0.884757337, + "LDH_Level": 198.2232419, + "Calcium_Level": 10.01470586, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 11.88840234, + "White_Blood_Cell_Count": 4.978605235, + "Platelet_Count": 197.8460907, + "Albumin_Level": 4.466502441, + "Alkaline_Phosphatase_Level": 110.8511411, + "Alanine_Aminotransferase_Level": 14.48399053, + "Aspartate_Aminotransferase_Level": 32.9495479, + "Creatinine_Level": 0.822612843, + "LDH_Level": 180.063682, + "Calcium_Level": 10.38224038, + "Phosphorus_Level": 3.516666664, + "Glucose_Level": 111.1093485, + "Potassium_Level": 4.599986353, + "Sodium_Level": 138.8769633, + "Smoking_Pack_Years": 94.2941832 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.00446728, + "White_Blood_Cell_Count": 9.322235601, + "Platelet_Count": 242.8946169, + "Albumin_Level": 4.936607853, + "Alkaline_Phosphatase_Level": 108.3571631, + "Alanine_Aminotransferase_Level": 26.77508806, + "Aspartate_Aminotransferase_Level": 30.42497541, + "Creatinine_Level": 0.639834038, + "LDH_Level": 147.7524486, + "Calcium_Level": 9.75862916, + "Phosphorus_Level": 2.89928978, + "Glucose_Level": 134.6219508, + "Potassium_Level": 4.15547089, + "Sodium_Level": 136.0732202, + "Smoking_Pack_Years": 96.68614187 + }, + { + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 12.29646733, + "White_Blood_Cell_Count": 8.536712129, + "Platelet_Count": 318.9315635, + "Albumin_Level": 4.598833523, + "Alkaline_Phosphatase_Level": 58.60910498, + "Alanine_Aminotransferase_Level": 38.29006623, + "Aspartate_Aminotransferase_Level": 31.50750113, + "Creatinine_Level": 0.788745156, + "LDH_Level": 226.7124572, + "Calcium_Level": 8.265834974, + "Phosphorus_Level": 2.606453424, + "Glucose_Level": 108.4757484, + "Potassium_Level": 4.880079584, + "Sodium_Level": 138.5699251, + "Smoking_Pack_Years": 51.39999345 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.35307112, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.1427893, + "White_Blood_Cell_Count": 5.206479766, + "Platelet_Count": 412.0855235, + "Albumin_Level": 3.81937137, + "Alkaline_Phosphatase_Level": 101.3200698, + "Alanine_Aminotransferase_Level": 25.38159863, + "Aspartate_Aminotransferase_Level": 33.78384451, + "Creatinine_Level": 0.911630742, + "LDH_Level": 192.291969, + "Calcium_Level": 9.124168609, + "Phosphorus_Level": 3.74339206, + "Glucose_Level": 138.1349271, + "Potassium_Level": 4.114819307, + "Sodium_Level": 136.2460721, + "Smoking_Pack_Years": 2.763867683 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.13434845, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.33327529, + "White_Blood_Cell_Count": 8.22985968, + "Platelet_Count": 338.6658863, + "Albumin_Level": 3.612657559, + "Alkaline_Phosphatase_Level": 32.32883512, + "Alanine_Aminotransferase_Level": 8.566159694, + "Aspartate_Aminotransferase_Level": 35.61718237, + 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"White_Blood_Cell_Count": 5.693557529, + "Platelet_Count": 171.7048932, + "Albumin_Level": 4.355484456, + "Alkaline_Phosphatase_Level": 45.5946344, + "Alanine_Aminotransferase_Level": 11.32418646, + "Aspartate_Aminotransferase_Level": 28.05873044, + "Creatinine_Level": 1.159785794, + "LDH_Level": 159.8235985, + "Calcium_Level": 9.39949552, + "Phosphorus_Level": 4.047197377, + "Glucose_Level": 75.80210471, + "Potassium_Level": 4.362261751, + "Sodium_Level": 140.8109299, + "Smoking_Pack_Years": 31.09398106 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.8336559, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": 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"African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.9815984, + "White_Blood_Cell_Count": 8.895777067, + "Platelet_Count": 422.6004653, + "Albumin_Level": 3.724925855, + "Alkaline_Phosphatase_Level": 57.75689907, + "Alanine_Aminotransferase_Level": 20.75107449, + "Aspartate_Aminotransferase_Level": 33.82286166, + "Creatinine_Level": 0.849079724, + "LDH_Level": 203.8044684, + "Calcium_Level": 9.815659426, + "Phosphorus_Level": 3.490797863, + "Glucose_Level": 137.962913, + "Potassium_Level": 4.163866306, + "Sodium_Level": 142.3067769, + "Smoking_Pack_Years": 64.65278307 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.0026029, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 98, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.34418163, + "White_Blood_Cell_Count": 3.576563413, + "Platelet_Count": 280.8634117, + "Albumin_Level": 3.964249711, + "Alkaline_Phosphatase_Level": 37.3161954, + "Alanine_Aminotransferase_Level": 37.08432492, + "Aspartate_Aminotransferase_Level": 45.51406264, + "Creatinine_Level": 1.051972876, + "LDH_Level": 236.5554614, + "Calcium_Level": 9.717590901, + "Phosphorus_Level": 2.882174354, + "Glucose_Level": 101.9789272, + "Potassium_Level": 4.570932161, + "Sodium_Level": 138.455259, + "Smoking_Pack_Years": 1.584721607 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.02057979, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 88, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.79634969, + "White_Blood_Cell_Count": 5.888151471, + "Platelet_Count": 375.8136474, + "Albumin_Level": 3.870793645, + "Alkaline_Phosphatase_Level": 94.57812073, + "Alanine_Aminotransferase_Level": 14.99699971, + "Aspartate_Aminotransferase_Level": 33.81813827, + "Creatinine_Level": 1.386475163, + "LDH_Level": 164.8725456, + "Calcium_Level": 10.18971603, + "Phosphorus_Level": 4.952174559, + "Glucose_Level": 119.9081514, + "Potassium_Level": 4.201392938, + "Sodium_Level": 139.1764107, + "Smoking_Pack_Years": 16.49037124 + }, + { + "Age": 70, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.57438492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + 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"Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.74881321, + "White_Blood_Cell_Count": 3.729570399, + "Platelet_Count": 182.3700663, + "Albumin_Level": 3.078424514, + "Alkaline_Phosphatase_Level": 111.1642803, + "Alanine_Aminotransferase_Level": 7.922274107, + "Aspartate_Aminotransferase_Level": 22.62396574, + "Creatinine_Level": 0.731661899, + "LDH_Level": 124.296201, + "Calcium_Level": 9.081489476, + "Phosphorus_Level": 2.752954056, + "Glucose_Level": 105.3958926, + "Potassium_Level": 3.784417008, + "Sodium_Level": 140.027486, + "Smoking_Pack_Years": 17.62061968 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.69303935, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 16.43482236, + "White_Blood_Cell_Count": 5.766778277, + "Platelet_Count": 413.9656231, + "Albumin_Level": 4.357375498, + "Alkaline_Phosphatase_Level": 47.22415336, + "Alanine_Aminotransferase_Level": 38.48873925, + "Aspartate_Aminotransferase_Level": 41.88171017, + "Creatinine_Level": 1.086342362, + "LDH_Level": 102.0972148, + "Calcium_Level": 9.686348939, + "Phosphorus_Level": 4.650119231, + "Glucose_Level": 85.14212719, + "Potassium_Level": 3.748679883, + "Sodium_Level": 143.2902905, + "Smoking_Pack_Years": 9.143646273 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.37666467, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 7, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.79506418, + "White_Blood_Cell_Count": 5.164210843, + "Platelet_Count": 152.2671123, + "Albumin_Level": 3.049810176, + "Alkaline_Phosphatase_Level": 92.04446913, + "Alanine_Aminotransferase_Level": 7.595483241, + "Aspartate_Aminotransferase_Level": 43.79878048, + "Creatinine_Level": 1.072045138, + "LDH_Level": 143.5546588, + "Calcium_Level": 9.206793562, + "Phosphorus_Level": 3.88003896, + "Glucose_Level": 137.1464156, + "Potassium_Level": 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19.45088901, + "Aspartate_Aminotransferase_Level": 39.65346893, + "Creatinine_Level": 0.785570874, + "LDH_Level": 126.3391812, + "Calcium_Level": 9.474970482, + "Phosphorus_Level": 3.309026931, + "Glucose_Level": 90.13024111, + "Potassium_Level": 3.537489791, + "Sodium_Level": 135.1540189, + "Smoking_Pack_Years": 74.16561001 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 75.10663593, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.63900386, + "White_Blood_Cell_Count": 9.046304888, + "Platelet_Count": 417.2833588, + "Albumin_Level": 4.537856016, + "Alkaline_Phosphatase_Level": 90.51398125, + "Alanine_Aminotransferase_Level": 33.96019748, + "Aspartate_Aminotransferase_Level": 39.30157004, + "Creatinine_Level": 1.112314021, + "LDH_Level": 136.7600407, + "Calcium_Level": 9.479001566, + "Phosphorus_Level": 3.240783948, + "Glucose_Level": 75.4791866, + "Potassium_Level": 4.463516046, + "Sodium_Level": 143.6268104, + "Smoking_Pack_Years": 65.94378023 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.24602492, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.95358585, + "White_Blood_Cell_Count": 7.313763422, + "Platelet_Count": 182.137435, + "Albumin_Level": 3.24381243, + "Alkaline_Phosphatase_Level": 100.6223246, + "Alanine_Aminotransferase_Level": 12.02152118, + "Aspartate_Aminotransferase_Level": 19.00309809, + "Creatinine_Level": 1.43250511, + "LDH_Level": 140.7626877, + "Calcium_Level": 8.444946958, + "Phosphorus_Level": 3.014948491, + "Glucose_Level": 104.6753133, + "Potassium_Level": 4.957024948, + "Sodium_Level": 135.5070717, + "Smoking_Pack_Years": 60.17397136 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.86834698, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.8379639, + "White_Blood_Cell_Count": 8.435186377, + "Platelet_Count": 363.0212024, + "Albumin_Level": 4.320889908, + "Alkaline_Phosphatase_Level": 36.48295763, + "Alanine_Aminotransferase_Level": 18.09373622, + "Aspartate_Aminotransferase_Level": 25.14685, + "Creatinine_Level": 1.462792308, + "LDH_Level": 212.3265786, + "Calcium_Level": 9.508748539, + "Phosphorus_Level": 4.662845397, + "Glucose_Level": 133.2400719, + "Potassium_Level": 4.237040431, + "Sodium_Level": 141.5293642, + "Smoking_Pack_Years": 59.58413155 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 88.39058213, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 34, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 15.89698455, + "White_Blood_Cell_Count": 5.352695083, + "Platelet_Count": 416.7147758, + "Albumin_Level": 4.801496287, + "Alkaline_Phosphatase_Level": 33.62792924, + "Alanine_Aminotransferase_Level": 25.45781328, + "Aspartate_Aminotransferase_Level": 40.07564632, + "Creatinine_Level": 0.873469414, + "LDH_Level": 155.7871605, + "Calcium_Level": 8.785521401, + "Phosphorus_Level": 4.695452665, + "Glucose_Level": 139.0602901, + "Potassium_Level": 4.731354206, + "Sodium_Level": 142.1681961, + "Smoking_Pack_Years": 94.62755073 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.65328362, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 109, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 14.27747175, + "White_Blood_Cell_Count": 9.434412706, + "Platelet_Count": 257.2046989, + "Albumin_Level": 3.90742066, + "Alkaline_Phosphatase_Level": 88.20630156, + "Alanine_Aminotransferase_Level": 35.33137822, + "Aspartate_Aminotransferase_Level": 48.06769217, + "Creatinine_Level": 1.433428958, + "LDH_Level": 130.7454041, + "Calcium_Level": 10.12569574, + "Phosphorus_Level": 4.666099851, + "Glucose_Level": 104.2527053, + "Potassium_Level": 4.118069508, + "Sodium_Level": 144.1065542, + "Smoking_Pack_Years": 95.71837752 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.00868349, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.48883497, + "White_Blood_Cell_Count": 5.823534458, + "Platelet_Count": 341.2446577, + "Albumin_Level": 3.047217784, + "Alkaline_Phosphatase_Level": 44.48483344, + "Alanine_Aminotransferase_Level": 16.15972847, + "Aspartate_Aminotransferase_Level": 35.04688592, + "Creatinine_Level": 0.523417518, + "LDH_Level": 156.050431, + "Calcium_Level": 8.540394747, + "Phosphorus_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.5250073, + "White_Blood_Cell_Count": 9.139541854, + "Platelet_Count": 307.5904779, + "Albumin_Level": 4.802086492, + "Alkaline_Phosphatase_Level": 115.7455727, + "Alanine_Aminotransferase_Level": 28.13762427, + "Aspartate_Aminotransferase_Level": 20.48218157, + "Creatinine_Level": 1.338411915, + "LDH_Level": 120.0754739, + "Calcium_Level": 9.46510752, + "Phosphorus_Level": 4.36934419, + "Glucose_Level": 87.6561333, + "Potassium_Level": 4.191710213, + "Sodium_Level": 138.4207386, + "Smoking_Pack_Years": 96.12351133 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.56146606, + "White_Blood_Cell_Count": 7.63943337, + "Platelet_Count": 212.500077, + "Albumin_Level": 4.909571729, + "Alkaline_Phosphatase_Level": 99.75560885, + "Alanine_Aminotransferase_Level": 15.17150022, + "Aspartate_Aminotransferase_Level": 47.69004351, + "Creatinine_Level": 1.203196199, + "LDH_Level": 237.2760472, + "Calcium_Level": 8.384035768, + "Phosphorus_Level": 3.073995218, + "Glucose_Level": 135.6458237, + "Potassium_Level": 4.427429174, + "Sodium_Level": 138.1644183, + "Smoking_Pack_Years": 66.46206452 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.77975571, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 10, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.86087518, + "White_Blood_Cell_Count": 9.730785074, + "Platelet_Count": 361.5319796, + "Albumin_Level": 4.035273293, + "Alkaline_Phosphatase_Level": 112.3417732, + "Alanine_Aminotransferase_Level": 35.51960301, + "Aspartate_Aminotransferase_Level": 20.84770683, + "Creatinine_Level": 1.178412523, + "LDH_Level": 234.7910734, + "Calcium_Level": 8.228306252, + "Phosphorus_Level": 4.941011986, + "Glucose_Level": 122.1016674, + "Potassium_Level": 3.908178206, + "Sodium_Level": 143.8010818, + "Smoking_Pack_Years": 35.16045476 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.91196129, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.69694673, + "White_Blood_Cell_Count": 5.946005261, + "Platelet_Count": 212.4154426, + 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"Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.04610689, + "White_Blood_Cell_Count": 5.579251357, + "Platelet_Count": 150.9929275, + "Albumin_Level": 3.106527979, + "Alkaline_Phosphatase_Level": 60.16413042, + "Alanine_Aminotransferase_Level": 25.83285769, + "Aspartate_Aminotransferase_Level": 40.24819005, + "Creatinine_Level": 0.55772746, + "LDH_Level": 129.6384138, + "Calcium_Level": 10.33353076, + "Phosphorus_Level": 2.614152623, + "Glucose_Level": 84.03368257, + "Potassium_Level": 4.617892655, + "Sodium_Level": 137.1120546, + "Smoking_Pack_Years": 45.60055964 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.14393187, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 41, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.80979395, + "White_Blood_Cell_Count": 9.863391518, + "Platelet_Count": 209.7092968, + "Albumin_Level": 4.974651913, + "Alkaline_Phosphatase_Level": 92.4916722, + "Alanine_Aminotransferase_Level": 34.64519011, + "Aspartate_Aminotransferase_Level": 27.84592796, + "Creatinine_Level": 0.520054541, + "LDH_Level": 131.8216058, + "Calcium_Level": 9.967738798, + "Phosphorus_Level": 4.60375933, + "Glucose_Level": 114.5721738, + "Potassium_Level": 4.587905005, + "Sodium_Level": 141.2278819, + "Smoking_Pack_Years": 48.59494643 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 46.21382116, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.23198592, + "White_Blood_Cell_Count": 9.985735081, + "Platelet_Count": 449.2945392, + "Albumin_Level": 4.569059317, + "Alkaline_Phosphatase_Level": 118.1118696, + "Alanine_Aminotransferase_Level": 22.07231354, + "Aspartate_Aminotransferase_Level": 31.38690348, + "Creatinine_Level": 0.723506712, + "LDH_Level": 146.8662372, + "Calcium_Level": 8.246630104, + "Phosphorus_Level": 2.886288191, + "Glucose_Level": 84.50058759, + "Potassium_Level": 4.525416813, + "Sodium_Level": 143.678017, + "Smoking_Pack_Years": 74.32640674 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.96199133, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 5, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 17.28685469, + "White_Blood_Cell_Count": 3.923326485, + "Platelet_Count": 406.1431715, + 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"Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 13.51098789, + "White_Blood_Cell_Count": 7.355399679, + "Platelet_Count": 368.0270444, + "Albumin_Level": 3.634484486, + "Alkaline_Phosphatase_Level": 98.91677081, + "Alanine_Aminotransferase_Level": 13.76550655, + "Aspartate_Aminotransferase_Level": 47.40894704, + "Creatinine_Level": 0.563881495, + "LDH_Level": 121.9633738, + "Calcium_Level": 9.014374982, + "Phosphorus_Level": 4.731308164, + "Glucose_Level": 74.16114682, + "Potassium_Level": 4.251554113, + "Sodium_Level": 142.3128274, + "Smoking_Pack_Years": 63.11627182 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.38831189, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.95604397, + "White_Blood_Cell_Count": 6.632950026, + "Platelet_Count": 355.5662289, + "Albumin_Level": 3.644808551, + "Alkaline_Phosphatase_Level": 58.17878014, + "Alanine_Aminotransferase_Level": 9.564067329, + "Aspartate_Aminotransferase_Level": 42.11747008, + "Creatinine_Level": 0.626111921, + "LDH_Level": 158.4881668, + "Calcium_Level": 8.451285325, + "Phosphorus_Level": 4.905103895, + "Glucose_Level": 116.4106168, + "Potassium_Level": 4.499874248, + "Sodium_Level": 143.6493467, + "Smoking_Pack_Years": 83.98739166 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.21309195, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.10743762, + "White_Blood_Cell_Count": 4.864233546, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.50204384, + "White_Blood_Cell_Count": 8.60000377, + "Platelet_Count": 437.1547887, + "Albumin_Level": 3.063273416, + "Alkaline_Phosphatase_Level": 110.2216487, + "Alanine_Aminotransferase_Level": 25.07943272, + "Aspartate_Aminotransferase_Level": 13.13142868, + "Creatinine_Level": 1.149075504, + "LDH_Level": 159.9687931, + "Calcium_Level": 10.21230728, + "Phosphorus_Level": 3.980433993, + "Glucose_Level": 86.10497108, + "Potassium_Level": 4.724553402, + "Sodium_Level": 135.2484931, + "Smoking_Pack_Years": 58.52205891 + }, + { + "Age": 66, + "Gender": "Female", 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.71163314, + "White_Blood_Cell_Count": 6.798700479, + "Platelet_Count": 403.2328877, + "Albumin_Level": 4.986424665, + "Alkaline_Phosphatase_Level": 40.24077362, + "Alanine_Aminotransferase_Level": 33.88538987, + "Aspartate_Aminotransferase_Level": 18.66148845, + "Creatinine_Level": 0.509592924, + "LDH_Level": 180.9504949, + "Calcium_Level": 9.570175926, + "Phosphorus_Level": 4.566151664, + "Glucose_Level": 126.0716582, + "Potassium_Level": 4.256661385, + "Sodium_Level": 143.8636203, + "Smoking_Pack_Years": 17.71608618 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.79492273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.26703654, + "White_Blood_Cell_Count": 8.787383842, + "Platelet_Count": 374.319026, + "Albumin_Level": 4.228253896, + "Alkaline_Phosphatase_Level": 41.16367237, + "Alanine_Aminotransferase_Level": 38.00804236, + "Aspartate_Aminotransferase_Level": 44.72975294, + "Creatinine_Level": 0.659991491, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.01796668, + "White_Blood_Cell_Count": 9.131236228, + "Platelet_Count": 203.2414394, + "Albumin_Level": 3.656884157, + "Alkaline_Phosphatase_Level": 64.85550746, + "Alanine_Aminotransferase_Level": 31.82562211, + "Aspartate_Aminotransferase_Level": 24.38728852, + "Creatinine_Level": 1.279774953, + "LDH_Level": 161.1909447, + "Calcium_Level": 10.36144818, + "Phosphorus_Level": 3.830050608, + "Glucose_Level": 87.914971, + "Potassium_Level": 4.625020889, + "Sodium_Level": 137.3715022, + "Smoking_Pack_Years": 28.61368036 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.97874246, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 12.40470072, + "White_Blood_Cell_Count": 5.566216121, + "Platelet_Count": 238.4881625, + "Albumin_Level": 3.888364427, + "Alkaline_Phosphatase_Level": 81.78212351, + "Alanine_Aminotransferase_Level": 6.003051767, + "Aspartate_Aminotransferase_Level": 26.88873612, + "Creatinine_Level": 1.330272637, + "LDH_Level": 196.6647234, + "Calcium_Level": 8.09085679, + "Phosphorus_Level": 3.998731733, + "Glucose_Level": 106.0110051, + "Potassium_Level": 3.838269571, + "Sodium_Level": 140.4975966, + "Smoking_Pack_Years": 3.066954092 + }, + { 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 17.25749653, + "White_Blood_Cell_Count": 6.457075422, + "Platelet_Count": 186.1400407, + "Albumin_Level": 4.954761639, + "Alkaline_Phosphatase_Level": 58.15991193, + "Alanine_Aminotransferase_Level": 17.35958452, + "Aspartate_Aminotransferase_Level": 27.02028272, + "Creatinine_Level": 0.760388643, + "LDH_Level": 206.4697394, + "Calcium_Level": 10.44546235, + "Phosphorus_Level": 2.78237378, + "Glucose_Level": 101.7329807, + "Potassium_Level": 3.809520162, + "Sodium_Level": 140.6181035, + "Smoking_Pack_Years": 97.58046397 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 64.70148907, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.72237169, + "White_Blood_Cell_Count": 6.088039229, + "Platelet_Count": 311.3589269, + "Albumin_Level": 3.550787652, + "Alkaline_Phosphatase_Level": 36.90824886, + "Alanine_Aminotransferase_Level": 24.22958503, + "Aspartate_Aminotransferase_Level": 44.37727958, + "Creatinine_Level": 0.874695659, + "LDH_Level": 118.3231916, + "Calcium_Level": 8.252335989, + "Phosphorus_Level": 3.560503936, + "Glucose_Level": 94.98838708, + "Potassium_Level": 4.496796687, + "Sodium_Level": 140.441962, + "Smoking_Pack_Years": 45.09676129 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 20.61580405, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 68, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.84125094, + "White_Blood_Cell_Count": 4.264892571, + "Platelet_Count": 439.3295964, + "Albumin_Level": 4.40898322, + "Alkaline_Phosphatase_Level": 112.5353077, + "Alanine_Aminotransferase_Level": 14.01670173, + "Aspartate_Aminotransferase_Level": 19.21568497, + "Creatinine_Level": 1.124491893, + "LDH_Level": 218.1077192, + "Calcium_Level": 8.371271465, + "Phosphorus_Level": 4.338239716, + "Glucose_Level": 145.0520845, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 12.78925235, + "Aspartate_Aminotransferase_Level": 27.29789368, + "Creatinine_Level": 0.586879517, + "LDH_Level": 200.1043619, + "Calcium_Level": 8.245786114, + "Phosphorus_Level": 3.871185459, + "Glucose_Level": 73.48979581, + "Potassium_Level": 3.930558569, + "Sodium_Level": 141.9372801, + "Smoking_Pack_Years": 77.45975751 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.02015697, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.22980754, + "White_Blood_Cell_Count": 3.982936813, + "Platelet_Count": 313.1786176, + "Albumin_Level": 3.396002757, + "Alkaline_Phosphatase_Level": 46.76268093, + "Alanine_Aminotransferase_Level": 21.07176634, + "Aspartate_Aminotransferase_Level": 12.2230042, + "Creatinine_Level": 0.769368092, + "LDH_Level": 135.879148, + "Calcium_Level": 9.104093738, + "Phosphorus_Level": 3.881700306, + "Glucose_Level": 137.6055383, + "Potassium_Level": 3.725852876, + "Sodium_Level": 142.3226953, + "Smoking_Pack_Years": 86.78309119 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.85979758, + "Tumor_Location": "Lower 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"Alanine_Aminotransferase_Level": 12.39446721, + "Aspartate_Aminotransferase_Level": 41.68954669, + "Creatinine_Level": 1.3624576, + "LDH_Level": 105.9751882, + "Calcium_Level": 8.077548396, + "Phosphorus_Level": 3.923643156, + "Glucose_Level": 83.52049605, + "Potassium_Level": 3.86176935, + "Sodium_Level": 143.1983764, + "Smoking_Pack_Years": 20.13688029 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.34996768, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.28523363, + "White_Blood_Cell_Count": 8.708287045, + "Platelet_Count": 237.5728946, + "Albumin_Level": 3.059704576, + "Alkaline_Phosphatase_Level": 75.02351943, + "Alanine_Aminotransferase_Level": 21.14398605, + "Aspartate_Aminotransferase_Level": 17.43091266, + "Creatinine_Level": 1.091377622, + "LDH_Level": 172.3093061, + "Calcium_Level": 9.148652395, + "Phosphorus_Level": 4.529807478, + "Glucose_Level": 104.0177447, + "Potassium_Level": 3.634983778, + "Sodium_Level": 144.3995881, + "Smoking_Pack_Years": 72.60051575 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.23438498, + "Tumor_Location": 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+ "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.3436139, + "White_Blood_Cell_Count": 3.720665329, + "Platelet_Count": 446.0846238, + "Albumin_Level": 4.414471847, + "Alkaline_Phosphatase_Level": 63.42627594, + "Alanine_Aminotransferase_Level": 29.11607299, + "Aspartate_Aminotransferase_Level": 36.55666169, + "Creatinine_Level": 1.150120344, + "LDH_Level": 170.5977273, + "Calcium_Level": 9.10454643, + "Phosphorus_Level": 4.945634006, + "Glucose_Level": 149.5310021, + "Potassium_Level": 4.896122076, + "Sodium_Level": 144.6592382, + "Smoking_Pack_Years": 86.46683728 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.75883273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 97, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 11.41247271, + "White_Blood_Cell_Count": 5.495723702, + "Platelet_Count": 277.7724859, + "Albumin_Level": 3.281030914, + "Alkaline_Phosphatase_Level": 107.5255304, + "Alanine_Aminotransferase_Level": 20.59996451, + "Aspartate_Aminotransferase_Level": 10.67197604, + "Creatinine_Level": 1.099248293, + "LDH_Level": 146.8605221, + "Calcium_Level": 9.851533441, + "Phosphorus_Level": 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"Tumor_Size_mm": 55.67442941, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.96542871, + "White_Blood_Cell_Count": 4.889410816, + "Platelet_Count": 265.847281, + "Albumin_Level": 3.473210116, + "Alkaline_Phosphatase_Level": 51.93687037, + "Alanine_Aminotransferase_Level": 8.939592135, + "Aspartate_Aminotransferase_Level": 44.22663931, + "Creatinine_Level": 1.321637747, + "LDH_Level": 217.3660014, + "Calcium_Level": 9.711278534, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.36506871, + "White_Blood_Cell_Count": 7.56890148, + "Platelet_Count": 156.8655072, + "Albumin_Level": 3.048547417, + "Alkaline_Phosphatase_Level": 110.3255289, + "Alanine_Aminotransferase_Level": 7.328462659, + "Aspartate_Aminotransferase_Level": 26.52526753, + "Creatinine_Level": 1.182169741, + "LDH_Level": 229.8814426, + "Calcium_Level": 10.12682964, + "Phosphorus_Level": 2.847073829, + "Glucose_Level": 90.89364826, + "Potassium_Level": 4.165077806, + "Sodium_Level": 143.1408734, + "Smoking_Pack_Years": 35.78211808 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.33356741, + "White_Blood_Cell_Count": 9.396129999, + "Platelet_Count": 372.7049842, + "Albumin_Level": 4.079019374, + "Alkaline_Phosphatase_Level": 94.55918343, + "Alanine_Aminotransferase_Level": 5.496703942, + "Aspartate_Aminotransferase_Level": 10.56109287, + "Creatinine_Level": 1.426637736, + "LDH_Level": 120.053667, + "Calcium_Level": 8.857137968, + "Phosphorus_Level": 4.668048414, + "Glucose_Level": 144.9111395, + "Potassium_Level": 4.26968129, + "Sodium_Level": 138.260219, + "Smoking_Pack_Years": 27.86257434 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 98.21510227, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.32837056, + "White_Blood_Cell_Count": 5.895241724, + "Platelet_Count": 339.5021891, + "Albumin_Level": 4.256704702, + "Alkaline_Phosphatase_Level": 115.3324574, + "Alanine_Aminotransferase_Level": 37.47507205, + "Aspartate_Aminotransferase_Level": 31.7411604, + "Creatinine_Level": 1.216443877, + "LDH_Level": 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"Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.61752642, + "White_Blood_Cell_Count": 8.72765011, + "Platelet_Count": 274.4080553, + "Albumin_Level": 3.114496377, + "Alkaline_Phosphatase_Level": 116.733855, + "Alanine_Aminotransferase_Level": 26.65380888, + "Aspartate_Aminotransferase_Level": 33.32693323, + "Creatinine_Level": 1.112858, + "LDH_Level": 206.2131588, + "Calcium_Level": 9.058181308, + "Phosphorus_Level": 4.382639141, + "Glucose_Level": 144.0472723, + "Potassium_Level": 4.1602158, + "Sodium_Level": 140.6199245, + "Smoking_Pack_Years": 98.79018969 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.31213164, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.68366422, + "White_Blood_Cell_Count": 9.629791331, + "Platelet_Count": 399.8451232, + "Albumin_Level": 4.21067321, + "Alkaline_Phosphatase_Level": 61.7335245, + "Alanine_Aminotransferase_Level": 22.54114368, + "Aspartate_Aminotransferase_Level": 34.86471231, + "Creatinine_Level": 1.150739925, + "LDH_Level": 240.3809514, + "Calcium_Level": 8.504920698, + "Phosphorus_Level": 4.190581159, + "Glucose_Level": 122.6413007, + "Potassium_Level": 3.546430604, + "Sodium_Level": 137.9288028, + "Smoking_Pack_Years": 95.79635457 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.91167145, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.80094231, + "White_Blood_Cell_Count": 5.994218485, + "Platelet_Count": 194.3481892, + "Albumin_Level": 4.163544593, + "Alkaline_Phosphatase_Level": 107.0531095, + "Alanine_Aminotransferase_Level": 10.27966323, + "Aspartate_Aminotransferase_Level": 45.50460296, + "Creatinine_Level": 0.972653458, + "LDH_Level": 139.91795, 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395.3482998, + "Albumin_Level": 4.467206687, + "Alkaline_Phosphatase_Level": 63.68258977, + "Alanine_Aminotransferase_Level": 20.64301837, + "Aspartate_Aminotransferase_Level": 42.96635311, + "Creatinine_Level": 1.266522555, + "LDH_Level": 188.6614422, + "Calcium_Level": 9.071060252, + "Phosphorus_Level": 4.314975748, + "Glucose_Level": 134.0471042, + "Potassium_Level": 3.639832044, + "Sodium_Level": 140.2818111, + "Smoking_Pack_Years": 13.81904929 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 68.58879394, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.27881514, + "White_Blood_Cell_Count": 7.113171158, + "Platelet_Count": 247.2639915, + "Albumin_Level": 4.522367496, + "Alkaline_Phosphatase_Level": 85.38494336, + "Alanine_Aminotransferase_Level": 17.87091915, + "Aspartate_Aminotransferase_Level": 12.07737662, + "Creatinine_Level": 0.50548149, + "LDH_Level": 223.4384722, + "Calcium_Level": 8.864196574, + "Phosphorus_Level": 2.880183741, + "Glucose_Level": 75.16967553, + "Potassium_Level": 4.45963028, + "Sodium_Level": 141.0221206, + "Smoking_Pack_Years": 49.45167729 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.90064323, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.64413174, + "White_Blood_Cell_Count": 8.22708956, + "Platelet_Count": 243.5911899, + "Albumin_Level": 4.491598489, + "Alkaline_Phosphatase_Level": 52.61187479, + "Alanine_Aminotransferase_Level": 35.05092706, + "Aspartate_Aminotransferase_Level": 18.0886644, + "Creatinine_Level": 0.583744129, + "LDH_Level": 155.9734237, + "Calcium_Level": 8.090888619, + "Phosphorus_Level": 4.180078848, + "Glucose_Level": 97.28281379, + "Potassium_Level": 4.319727061, + "Sodium_Level": 139.5002579, + "Smoking_Pack_Years": 8.545860213 + }, + { + "Age": 42, + "Gender": "Female", 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202.6599911, + "Calcium_Level": 10.25563299, + "Phosphorus_Level": 3.470619299, + "Glucose_Level": 102.3764233, + "Potassium_Level": 4.976641156, + "Sodium_Level": 135.3191577, + "Smoking_Pack_Years": 19.62719574 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.15016075, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.52752536, + "White_Blood_Cell_Count": 5.087070195, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.81934871, + "White_Blood_Cell_Count": 9.545223999, + "Platelet_Count": 190.0593631, + "Albumin_Level": 3.689932826, + "Alkaline_Phosphatase_Level": 96.32688369, + "Alanine_Aminotransferase_Level": 8.003716492, + "Aspartate_Aminotransferase_Level": 45.57922183, + "Creatinine_Level": 1.271875418, + "LDH_Level": 101.149713, + "Calcium_Level": 8.771621159, + "Phosphorus_Level": 4.582438472, + "Glucose_Level": 123.0343633, + "Potassium_Level": 4.230068018, + "Sodium_Level": 141.772474, + "Smoking_Pack_Years": 30.19108947 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 77.63285775, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.61974267, + "White_Blood_Cell_Count": 8.0458992, + "Platelet_Count": 324.1585473, + "Albumin_Level": 4.753919808, + "Alkaline_Phosphatase_Level": 48.02972248, + "Alanine_Aminotransferase_Level": 29.62888391, + "Aspartate_Aminotransferase_Level": 23.62374175, + "Creatinine_Level": 0.983473232, + "LDH_Level": 160.0364402, + "Calcium_Level": 10.15125715, + "Phosphorus_Level": 4.714208817, + "Glucose_Level": 94.5649081, + "Potassium_Level": 3.607088369, + "Sodium_Level": 138.8313014, + "Smoking_Pack_Years": 77.46838382 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.64235811, + "White_Blood_Cell_Count": 3.702338766, + "Platelet_Count": 307.4662793, + "Albumin_Level": 4.781383562, + "Alkaline_Phosphatase_Level": 118.132124, + "Alanine_Aminotransferase_Level": 8.098548801, + "Aspartate_Aminotransferase_Level": 13.89205256, + "Creatinine_Level": 0.546182521, + "LDH_Level": 195.6863158, + "Calcium_Level": 10.09735043, + "Phosphorus_Level": 4.009230824, + "Glucose_Level": 130.6307261, + "Potassium_Level": 4.18272456, + "Sodium_Level": 136.8726027, + "Smoking_Pack_Years": 11.2870607 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 18.63910923, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 11.97705403, + "White_Blood_Cell_Count": 6.63695852, + "Platelet_Count": 419.1452856, + "Albumin_Level": 4.28290091, + "Alkaline_Phosphatase_Level": 103.2726139, + "Alanine_Aminotransferase_Level": 7.762039634, + "Aspartate_Aminotransferase_Level": 14.66612343, + "Creatinine_Level": 0.514042268, + "LDH_Level": 131.2183797, + "Calcium_Level": 8.00261485, + "Phosphorus_Level": 2.89745869, + "Glucose_Level": 146.6022038, + "Potassium_Level": 3.562825912, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 43.78036146, + "Creatinine_Level": 0.770302827, + "LDH_Level": 113.0504779, + "Calcium_Level": 8.888922697, + "Phosphorus_Level": 3.311681213, + "Glucose_Level": 89.08995142, + "Potassium_Level": 3.543406437, + "Sodium_Level": 135.9448769, + "Smoking_Pack_Years": 36.93488632 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.73564823, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.90344448, + "White_Blood_Cell_Count": 9.105498235, + "Platelet_Count": 190.2837936, + "Albumin_Level": 4.195582437, + "Alkaline_Phosphatase_Level": 93.35964231, + "Alanine_Aminotransferase_Level": 28.12190451, + "Aspartate_Aminotransferase_Level": 17.65685915, + "Creatinine_Level": 0.941374183, + "LDH_Level": 232.8552793, + "Calcium_Level": 10.40654411, + "Phosphorus_Level": 3.371776938, + "Glucose_Level": 114.1353054, + "Potassium_Level": 4.940625661, + "Sodium_Level": 140.0877016, + "Smoking_Pack_Years": 87.44916021 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.38767823, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 86, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 15.68276814, + "White_Blood_Cell_Count": 4.53674024, + "Platelet_Count": 425.7057268, + "Albumin_Level": 3.085097532, + "Alkaline_Phosphatase_Level": 45.68387638, + "Alanine_Aminotransferase_Level": 35.41465824, + "Aspartate_Aminotransferase_Level": 15.82836922, + "Creatinine_Level": 1.410218808, + "LDH_Level": 116.4734585, + "Calcium_Level": 8.393789182, + "Phosphorus_Level": 4.083926964, + "Glucose_Level": 86.42025904, + "Potassium_Level": 4.23819395, + "Sodium_Level": 141.593654, + "Smoking_Pack_Years": 76.11427916 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.15583448, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 4, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.47923276, + "White_Blood_Cell_Count": 6.500086992, + "Platelet_Count": 160.1100233, + "Albumin_Level": 3.2603356, + "Alkaline_Phosphatase_Level": 87.74201493, + "Alanine_Aminotransferase_Level": 28.96958709, + "Aspartate_Aminotransferase_Level": 35.65602779, + "Creatinine_Level": 1.343781417, + "LDH_Level": 185.9237782, + "Calcium_Level": 9.24484772, + "Phosphorus_Level": 3.433069137, + "Glucose_Level": 86.01556198, + "Potassium_Level": 4.464648309, + "Sodium_Level": 144.7519088, + "Smoking_Pack_Years": 39.12326701 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 62.41911002, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 11.07951173, + "White_Blood_Cell_Count": 4.877326637, + "Platelet_Count": 212.1474904, + "Albumin_Level": 4.369090696, + "Alkaline_Phosphatase_Level": 75.87946587, + "Alanine_Aminotransferase_Level": 14.68469435, + "Aspartate_Aminotransferase_Level": 48.62558417, + "Creatinine_Level": 0.749160899, + "LDH_Level": 192.1881235, + "Calcium_Level": 9.965300622, + "Phosphorus_Level": 3.284012761, + "Glucose_Level": 118.3861266, + "Potassium_Level": 4.743876509, + "Sodium_Level": 137.1310003, + "Smoking_Pack_Years": 88.85646809 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.55644283, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 25, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.03223889, + "White_Blood_Cell_Count": 3.967167618, + "Platelet_Count": 178.5139174, + "Albumin_Level": 4.654633119, + "Alkaline_Phosphatase_Level": 98.85168498, + "Alanine_Aminotransferase_Level": 29.66514043, + "Aspartate_Aminotransferase_Level": 19.73220516, + "Creatinine_Level": 0.526918329, + "LDH_Level": 139.5679643, + "Calcium_Level": 8.147863655, + "Phosphorus_Level": 3.428321771, + "Glucose_Level": 92.31531088, + "Potassium_Level": 4.487352616, + "Sodium_Level": 138.6693656, + "Smoking_Pack_Years": 30.486954 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.24971577, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 67, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.45128343, + "White_Blood_Cell_Count": 5.175076694, + "Platelet_Count": 381.0484871, + "Albumin_Level": 4.203108806, + "Alkaline_Phosphatase_Level": 82.10292647, + "Alanine_Aminotransferase_Level": 10.37390763, + "Aspartate_Aminotransferase_Level": 34.62134433, + "Creatinine_Level": 1.010426999, + "LDH_Level": 153.4594688, + "Calcium_Level": 9.036923837, + "Phosphorus_Level": 4.576590696, + "Glucose_Level": 147.226381, + "Potassium_Level": 3.828674883, + "Sodium_Level": 143.3865989, + "Smoking_Pack_Years": 37.39481191 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 11.88539233, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.95010684, + "White_Blood_Cell_Count": 9.584874509, + "Platelet_Count": 232.8860873, + "Albumin_Level": 4.509602894, + "Alkaline_Phosphatase_Level": 81.62820286, + "Alanine_Aminotransferase_Level": 26.17205654, + "Aspartate_Aminotransferase_Level": 43.4029609, + "Creatinine_Level": 0.874658692, + "LDH_Level": 115.0260039, + "Calcium_Level": 9.903167713, + "Phosphorus_Level": 4.983949714, + "Glucose_Level": 120.2724891, + "Potassium_Level": 3.705121354, + "Sodium_Level": 141.5780752, + "Smoking_Pack_Years": 72.48044392 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.77487163, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 15.88995493, + "White_Blood_Cell_Count": 7.017103942, + "Platelet_Count": 298.7959365, + "Albumin_Level": 4.195185917, + "Alkaline_Phosphatase_Level": 34.99985434, + "Alanine_Aminotransferase_Level": 16.62286687, + "Aspartate_Aminotransferase_Level": 27.83964616, + "Creatinine_Level": 0.945458999, + "LDH_Level": 122.5337878, + "Calcium_Level": 8.314547986, + "Phosphorus_Level": 3.972282637, + "Glucose_Level": 140.2323657, + "Potassium_Level": 3.620448083, + "Sodium_Level": 141.2017875, + "Smoking_Pack_Years": 16.49405415 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.32896395, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.91623892, + "White_Blood_Cell_Count": 6.112511904, + "Platelet_Count": 196.4762647, + "Albumin_Level": 3.978435778, + "Alkaline_Phosphatase_Level": 65.73786335, + "Alanine_Aminotransferase_Level": 27.84399856, + "Aspartate_Aminotransferase_Level": 32.86763933, + "Creatinine_Level": 0.634025331, + "LDH_Level": 153.5763923, + "Calcium_Level": 10.12747909, + "Phosphorus_Level": 3.16965413, + "Glucose_Level": 106.9063962, + "Potassium_Level": 3.626573026, + "Sodium_Level": 141.902247, + "Smoking_Pack_Years": 70.42289841 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.09343591, + "Tumor_Location": 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"Glucose_Level": 85.20548259, + "Potassium_Level": 4.103960798, + "Sodium_Level": 135.3364719, + "Smoking_Pack_Years": 68.51237572 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.89401329, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 13.14251289, + "White_Blood_Cell_Count": 8.186930177, + "Platelet_Count": 379.77451, + "Albumin_Level": 4.012365839, + "Alkaline_Phosphatase_Level": 84.0226128, + "Alanine_Aminotransferase_Level": 36.54385846, + "Aspartate_Aminotransferase_Level": 15.12356527, + "Creatinine_Level": 1.070187011, + "LDH_Level": 213.6791584, + "Calcium_Level": 8.609364613, + "Phosphorus_Level": 4.275716496, + "Glucose_Level": 86.98233405, + "Potassium_Level": 3.773041367, + "Sodium_Level": 138.4459927, + "Smoking_Pack_Years": 66.57207747 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 66.08506129, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.00447542, + "White_Blood_Cell_Count": 4.599270186, + "Platelet_Count": 363.4294493, + "Albumin_Level": 4.890062854, + "Alkaline_Phosphatase_Level": 43.12795904, + "Alanine_Aminotransferase_Level": 8.669976175, + "Aspartate_Aminotransferase_Level": 19.44339715, + "Creatinine_Level": 0.622741224, + "LDH_Level": 163.11, + "Calcium_Level": 8.631160542, + "Phosphorus_Level": 2.723880105, + "Glucose_Level": 120.1360438, + "Potassium_Level": 3.737235611, + "Sodium_Level": 136.2409401, + "Smoking_Pack_Years": 81.26582002 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 66.89604111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.6528587, + "White_Blood_Cell_Count": 8.869737999, + "Platelet_Count": 283.307394, + "Albumin_Level": 3.058368397, + "Alkaline_Phosphatase_Level": 116.372943, + "Alanine_Aminotransferase_Level": 26.13758442, + "Aspartate_Aminotransferase_Level": 46.83666882, + "Creatinine_Level": 1.410391329, + "LDH_Level": 102.182114, + "Calcium_Level": 8.235471407, + "Phosphorus_Level": 3.447771964, + "Glucose_Level": 130.6110382, + "Potassium_Level": 4.383106897, + "Sodium_Level": 140.9245732, + "Smoking_Pack_Years": 3.990134758 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.1107159, + "White_Blood_Cell_Count": 9.166268649, + "Platelet_Count": 242.3083916, + "Albumin_Level": 4.578070715, + "Alkaline_Phosphatase_Level": 79.67576514, + "Alanine_Aminotransferase_Level": 34.45168067, + "Aspartate_Aminotransferase_Level": 17.83540097, + "Creatinine_Level": 0.808668462, + "LDH_Level": 137.4676088, + "Calcium_Level": 10.25992793, + "Phosphorus_Level": 4.428032367, + "Glucose_Level": 120.8282325, + "Potassium_Level": 4.713577204, + "Sodium_Level": 142.2682814, + "Smoking_Pack_Years": 93.11024269 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.9911763, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.97047903, + "White_Blood_Cell_Count": 9.202737131, + "Platelet_Count": 436.4584887, + "Albumin_Level": 3.995556459, + "Alkaline_Phosphatase_Level": 46.85639755, + "Alanine_Aminotransferase_Level": 5.085813368, + "Aspartate_Aminotransferase_Level": 28.71864536, + "Creatinine_Level": 1.097789708, + "LDH_Level": 164.0377355, + "Calcium_Level": 10.45554564, + "Phosphorus_Level": 4.543675422, + "Glucose_Level": 138.2588657, + "Potassium_Level": 4.924819019, + "Sodium_Level": 141.9522616, + "Smoking_Pack_Years": 72.40609154 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.6508541, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.03197598, + "White_Blood_Cell_Count": 6.45445858, + "Platelet_Count": 400.2576872, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.32922044, + "White_Blood_Cell_Count": 5.78659738, + "Platelet_Count": 378.9400406, + "Albumin_Level": 3.793237968, + "Alkaline_Phosphatase_Level": 30.13034243, + "Alanine_Aminotransferase_Level": 8.038012234, + "Aspartate_Aminotransferase_Level": 21.14265622, + "Creatinine_Level": 1.425988156, + "LDH_Level": 144.1526231, + "Calcium_Level": 8.73286826, + "Phosphorus_Level": 4.646815833, + "Glucose_Level": 133.8441289, + "Potassium_Level": 4.06177262, + "Sodium_Level": 138.3748064, + "Smoking_Pack_Years": 23.42873369 + }, + { + "Age": 59, + "Gender": "Male", 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121.9735927, + "Calcium_Level": 9.900061243, + "Phosphorus_Level": 4.933554201, + "Glucose_Level": 86.78125102, + "Potassium_Level": 4.806397487, + "Sodium_Level": 138.8979012, + "Smoking_Pack_Years": 54.52767371 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 99.04989577, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.52433756, + "White_Blood_Cell_Count": 7.687317087, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.96220663, + "White_Blood_Cell_Count": 5.400088275, + "Platelet_Count": 376.6749755, + "Albumin_Level": 4.276094615, + "Alkaline_Phosphatase_Level": 73.59544437, + "Alanine_Aminotransferase_Level": 24.7304369, + "Aspartate_Aminotransferase_Level": 32.00181887, + "Creatinine_Level": 0.717839548, + "LDH_Level": 208.4479942, + "Calcium_Level": 8.682634816, + "Phosphorus_Level": 3.600659973, + "Glucose_Level": 136.5236285, + "Potassium_Level": 4.530780312, + "Sodium_Level": 137.5387006, + "Smoking_Pack_Years": 77.19455525 + }, + { + "Age": 49, + "Gender": "Female", 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.59183348, + "White_Blood_Cell_Count": 3.810989454, + "Platelet_Count": 318.0841512, + "Albumin_Level": 3.060051259, + "Alkaline_Phosphatase_Level": 68.726825, + "Alanine_Aminotransferase_Level": 27.00695144, + "Aspartate_Aminotransferase_Level": 33.75763381, + "Creatinine_Level": 0.565000388, + "LDH_Level": 138.5592987, + "Calcium_Level": 9.918361999, + "Phosphorus_Level": 3.100882101, + "Glucose_Level": 129.2576514, + "Potassium_Level": 4.939384142, + "Sodium_Level": 139.0253349, + "Smoking_Pack_Years": 58.92063458 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.77217195, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.47324264, + "White_Blood_Cell_Count": 6.438321449, + "Platelet_Count": 301.3002802, + "Albumin_Level": 3.72488357, + "Alkaline_Phosphatase_Level": 118.3832213, + "Alanine_Aminotransferase_Level": 37.49235807, + "Aspartate_Aminotransferase_Level": 45.9156635, + "Creatinine_Level": 1.280014564, + "LDH_Level": 109.754177, + "Calcium_Level": 9.081799248, + "Phosphorus_Level": 4.76936332, + "Glucose_Level": 139.1488061, + "Potassium_Level": 3.639964868, + "Sodium_Level": 136.909983, + "Smoking_Pack_Years": 57.23908595 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 26.72126206, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 13.94135138, + "White_Blood_Cell_Count": 3.638250677, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 16.79255082, + "White_Blood_Cell_Count": 6.05758504, + "Platelet_Count": 331.6733532, + "Albumin_Level": 4.861160063, + "Alkaline_Phosphatase_Level": 94.43525474, + "Alanine_Aminotransferase_Level": 24.99751773, + "Aspartate_Aminotransferase_Level": 19.70848896, + "Creatinine_Level": 0.972886058, + "LDH_Level": 165.5557788, + "Calcium_Level": 9.984547266, + "Phosphorus_Level": 2.63364261, + "Glucose_Level": 89.68761143, + "Potassium_Level": 3.804444305, + "Sodium_Level": 136.7053411, + "Smoking_Pack_Years": 73.81540443 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 75.47730759, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "African 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27.921597 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.69172849, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.44965203, + "White_Blood_Cell_Count": 9.18598573, + "Platelet_Count": 174.1192026, + "Albumin_Level": 3.199418211, + "Alkaline_Phosphatase_Level": 89.03868113, + "Alanine_Aminotransferase_Level": 22.67352181, + "Aspartate_Aminotransferase_Level": 32.07593361, + "Creatinine_Level": 1.117316519, + "LDH_Level": 162.8128316, + "Calcium_Level": 10.26633813, + "Phosphorus_Level": 3.865977626, + "Glucose_Level": 135.4985194, + "Potassium_Level": 4.326686665, + "Sodium_Level": 136.4862351, + "Smoking_Pack_Years": 99.60986159 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.16423924, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 14.85073595, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.63709444, + "White_Blood_Cell_Count": 5.294202032, + "Platelet_Count": 276.2483801, + "Albumin_Level": 3.543813659, + "Alkaline_Phosphatase_Level": 111.3277112, + "Alanine_Aminotransferase_Level": 7.902848935, + "Aspartate_Aminotransferase_Level": 40.09348553, + "Creatinine_Level": 1.009316532, + "LDH_Level": 174.3124139, + "Calcium_Level": 8.806836597, + "Phosphorus_Level": 4.524882637, + "Glucose_Level": 109.8731248, + "Potassium_Level": 4.231788653, + "Sodium_Level": 143.4976871, + "Smoking_Pack_Years": 97.29807381 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.66274604, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 14.86243035, + "White_Blood_Cell_Count": 6.163947715, + "Platelet_Count": 185.1008978, + "Albumin_Level": 4.479171736, + "Alkaline_Phosphatase_Level": 111.6618459, + "Alanine_Aminotransferase_Level": 39.95018523, + "Aspartate_Aminotransferase_Level": 38.53083699, + "Creatinine_Level": 0.984199162, + "LDH_Level": 173.9565522, + "Calcium_Level": 8.765708447, + "Phosphorus_Level": 2.881561907, + "Glucose_Level": 116.8823077, + "Potassium_Level": 4.886700838, + "Sodium_Level": 144.7566577, + "Smoking_Pack_Years": 65.34358913 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.73840218, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.92806856, + "White_Blood_Cell_Count": 3.728729563, + "Platelet_Count": 429.5662126, + "Albumin_Level": 3.084078173, + "Alkaline_Phosphatase_Level": 100.8558903, + "Alanine_Aminotransferase_Level": 20.20072257, + "Aspartate_Aminotransferase_Level": 42.26646549, + "Creatinine_Level": 0.755124831, + "LDH_Level": 217.2429729, + "Calcium_Level": 9.859576751, + "Phosphorus_Level": 3.686677652, + "Glucose_Level": 88.37801, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 20.79563501, + "Aspartate_Aminotransferase_Level": 34.20006355, + "Creatinine_Level": 0.511002674, + "LDH_Level": 153.1990592, + "Calcium_Level": 10.05318629, + "Phosphorus_Level": 4.218578376, + "Glucose_Level": 106.6587534, + "Potassium_Level": 4.291558493, + "Sodium_Level": 136.9490261, + "Smoking_Pack_Years": 81.43020052 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.28664482, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 86, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.28926927, + "White_Blood_Cell_Count": 6.493527049, + "Platelet_Count": 245.2445966, + "Albumin_Level": 3.226177746, + "Alkaline_Phosphatase_Level": 98.33774029, + "Alanine_Aminotransferase_Level": 8.547889615, + "Aspartate_Aminotransferase_Level": 15.57885047, + "Creatinine_Level": 0.860007625, + "LDH_Level": 178.4327905, + "Calcium_Level": 9.869677099, + "Phosphorus_Level": 4.825440943, + "Glucose_Level": 115.0532534, + "Potassium_Level": 4.530305497, + "Sodium_Level": 140.8381573, + "Smoking_Pack_Years": 74.74241527 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 41.70783167, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.72887374, + "White_Blood_Cell_Count": 8.66839186, + "Platelet_Count": 273.9874681, + "Albumin_Level": 3.563216932, + "Alkaline_Phosphatase_Level": 34.69785678, + "Alanine_Aminotransferase_Level": 12.34640415, + "Aspartate_Aminotransferase_Level": 14.08471596, + "Creatinine_Level": 0.545070304, + "LDH_Level": 195.7871641, + "Calcium_Level": 9.463772127, + "Phosphorus_Level": 2.880522362, + "Glucose_Level": 118.335847, + "Potassium_Level": 4.755756969, + "Sodium_Level": 139.7338644, + "Smoking_Pack_Years": 67.75598392 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.70983942, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 80, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 14.31008456, + "White_Blood_Cell_Count": 5.544193317, + "Platelet_Count": 399.5653148, + "Albumin_Level": 3.333159603, + "Alkaline_Phosphatase_Level": 94.29583433, + "Alanine_Aminotransferase_Level": 13.71770194, + "Aspartate_Aminotransferase_Level": 34.23264949, + "Creatinine_Level": 0.663283251, + "LDH_Level": 137.6600095, + "Calcium_Level": 9.189976661, + "Phosphorus_Level": 2.698268851, + "Glucose_Level": 122.2734183, + "Potassium_Level": 4.369399183, + "Sodium_Level": 137.4867707, + "Smoking_Pack_Years": 91.43154061 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.82626844, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.58299515, + "White_Blood_Cell_Count": 7.06071874, + "Platelet_Count": 308.2524644, + "Albumin_Level": 3.793135349, + "Alkaline_Phosphatase_Level": 96.34015966, + "Alanine_Aminotransferase_Level": 18.28828369, + "Aspartate_Aminotransferase_Level": 46.39707697, + "Creatinine_Level": 1.008132514, + "LDH_Level": 108.6945555, + "Calcium_Level": 10.34568226, + "Phosphorus_Level": 4.638463163, + "Glucose_Level": 77.26483764, + "Potassium_Level": 4.360830152, + "Sodium_Level": 144.7072612, + "Smoking_Pack_Years": 63.64030967 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.74623133, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.01380884, + "White_Blood_Cell_Count": 4.726814659, + "Platelet_Count": 418.1329835, + "Albumin_Level": 3.450932805, + "Alkaline_Phosphatase_Level": 66.69622181, + "Alanine_Aminotransferase_Level": 7.571657728, + "Aspartate_Aminotransferase_Level": 44.35866024, + "Creatinine_Level": 0.829894004, + "LDH_Level": 189.4831458, + "Calcium_Level": 8.442703094, + "Phosphorus_Level": 2.672609466, + "Glucose_Level": 79.63955014, + "Potassium_Level": 4.211551914, + "Sodium_Level": 142.3257228, + "Smoking_Pack_Years": 14.35093991 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.32086749, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 88, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.27298818, + "White_Blood_Cell_Count": 7.785962692, + "Platelet_Count": 231.0497469, + "Albumin_Level": 3.458036153, + "Alkaline_Phosphatase_Level": 46.54591845, + "Alanine_Aminotransferase_Level": 36.97703493, + "Aspartate_Aminotransferase_Level": 24.83355666, + "Creatinine_Level": 1.030392919, + "LDH_Level": 232.2847384, + "Calcium_Level": 10.2586292, + "Phosphorus_Level": 2.926250625, + "Glucose_Level": 111.7241911, + "Potassium_Level": 3.791623392, + "Sodium_Level": 136.3662122, + "Smoking_Pack_Years": 13.56219511 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 96.13048835, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 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"Smoking_Pack_Years": 7.474110519 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 54.73651572, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 14.88477539, + "White_Blood_Cell_Count": 9.813612622, + "Platelet_Count": 391.241858, + "Albumin_Level": 4.365313507, + "Alkaline_Phosphatase_Level": 99.29116825, + "Alanine_Aminotransferase_Level": 19.33353884, + "Aspartate_Aminotransferase_Level": 44.45258796, + "Creatinine_Level": 1.380937309, + "LDH_Level": 109.2865862, + "Calcium_Level": 8.116728499, + "Phosphorus_Level": 4.191494345, + "Glucose_Level": 74.27884533, + "Potassium_Level": 4.437664139, + "Sodium_Level": 144.8161661, + "Smoking_Pack_Years": 57.35302946 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.07334925, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 60, + 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"Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.62161733, + "White_Blood_Cell_Count": 7.378857831, + "Platelet_Count": 300.5761014, + "Albumin_Level": 3.838820566, + "Alkaline_Phosphatase_Level": 103.0709199, + "Alanine_Aminotransferase_Level": 32.83213939, + "Aspartate_Aminotransferase_Level": 13.77605855, + "Creatinine_Level": 0.962718791, + "LDH_Level": 235.1317821, + "Calcium_Level": 10.24927187, + "Phosphorus_Level": 3.917566416, + "Glucose_Level": 145.4871459, + "Potassium_Level": 4.883038856, + "Sodium_Level": 139.370616, + "Smoking_Pack_Years": 13.53155376 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 14.08241667, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage 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"Alanine_Aminotransferase_Level": 5.096879747, + "Aspartate_Aminotransferase_Level": 37.27855721, + "Creatinine_Level": 1.099170438, + "LDH_Level": 132.5634934, + "Calcium_Level": 9.957747655, + "Phosphorus_Level": 2.511895948, + "Glucose_Level": 111.9302121, + "Potassium_Level": 4.097968406, + "Sodium_Level": 142.4461095, + "Smoking_Pack_Years": 52.39264656 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.36846824, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 13.78687767, + "White_Blood_Cell_Count": 7.543572006, + "Platelet_Count": 387.3323912, + "Albumin_Level": 4.443900229, + "Alkaline_Phosphatase_Level": 93.67698547, + "Alanine_Aminotransferase_Level": 19.73620611, + "Aspartate_Aminotransferase_Level": 14.61350791, + "Creatinine_Level": 0.966853424, + "LDH_Level": 110.2658382, + "Calcium_Level": 10.12654897, + "Phosphorus_Level": 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.26292133, + "White_Blood_Cell_Count": 3.872415387, + "Platelet_Count": 291.7408683, + "Albumin_Level": 4.565182816, + "Alkaline_Phosphatase_Level": 38.50709912, + "Alanine_Aminotransferase_Level": 14.33734017, + "Aspartate_Aminotransferase_Level": 20.93582435, + "Creatinine_Level": 0.713135562, + "LDH_Level": 164.3920899, + "Calcium_Level": 8.120896325, + "Phosphorus_Level": 2.852249607, + "Glucose_Level": 127.6247914, + "Potassium_Level": 3.71834776, + "Sodium_Level": 137.8269913, + "Smoking_Pack_Years": 7.956609095 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.68770636, + "White_Blood_Cell_Count": 7.148008066, + "Platelet_Count": 395.1449868, + "Albumin_Level": 4.891002479, + "Alkaline_Phosphatase_Level": 92.46965748, + "Alanine_Aminotransferase_Level": 14.17904153, + "Aspartate_Aminotransferase_Level": 24.7606026, + "Creatinine_Level": 1.06355352, + "LDH_Level": 124.5554536, + "Calcium_Level": 8.743349712, + "Phosphorus_Level": 3.816466325, + "Glucose_Level": 137.1055863, + "Potassium_Level": 4.322618748, + "Sodium_Level": 136.3803096, + "Smoking_Pack_Years": 4.591620066 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 14.31223968, + "White_Blood_Cell_Count": 9.782850503, + "Platelet_Count": 258.9135545, + "Albumin_Level": 3.709647813, + "Alkaline_Phosphatase_Level": 69.2580559, + "Alanine_Aminotransferase_Level": 30.71256244, + "Aspartate_Aminotransferase_Level": 49.98881146, + "Creatinine_Level": 1.085703996, + "LDH_Level": 231.6432955, + "Calcium_Level": 10.43028072, + "Phosphorus_Level": 3.710198652, + "Glucose_Level": 132.4285846, + "Potassium_Level": 4.623071186, + "Sodium_Level": 143.0349101, + "Smoking_Pack_Years": 53.70429999 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.51793377, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 70, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.63927601, + "White_Blood_Cell_Count": 9.136196732, + "Platelet_Count": 180.9692743, + "Albumin_Level": 4.948683312, + "Alkaline_Phosphatase_Level": 72.1212177, + "Alanine_Aminotransferase_Level": 12.86547187, + "Aspartate_Aminotransferase_Level": 24.87574973, + "Creatinine_Level": 0.817510735, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.01755361, + "White_Blood_Cell_Count": 3.815857685, + "Platelet_Count": 264.5266317, + "Albumin_Level": 3.316340472, + "Alkaline_Phosphatase_Level": 39.8396144, + "Alanine_Aminotransferase_Level": 35.1980767, + "Aspartate_Aminotransferase_Level": 10.65584448, + "Creatinine_Level": 1.388252961, + "LDH_Level": 108.4381214, + "Calcium_Level": 8.465858101, + "Phosphorus_Level": 4.783921309, + "Glucose_Level": 89.79924664, + "Potassium_Level": 4.340565946, + "Sodium_Level": 138.6623469, + "Smoking_Pack_Years": 73.58399642 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.71734691, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.88520959, + "White_Blood_Cell_Count": 4.074802357, + "Platelet_Count": 230.9754977, + "Albumin_Level": 4.408413761, + "Alkaline_Phosphatase_Level": 103.1507034, + "Alanine_Aminotransferase_Level": 24.41990433, + "Aspartate_Aminotransferase_Level": 34.13686001, + "Creatinine_Level": 0.831993483, + "LDH_Level": 248.8306328, + "Calcium_Level": 8.711730478, + "Phosphorus_Level": 3.430104114, + "Glucose_Level": 86.4862815, + "Potassium_Level": 4.186370266, + "Sodium_Level": 140.3395058, + "Smoking_Pack_Years": 48.65902771 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.71846183, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 36.13351114, + "Creatinine_Level": 1.051154297, + "LDH_Level": 167.675872, + "Calcium_Level": 10.09425911, + "Phosphorus_Level": 4.675666273, + "Glucose_Level": 124.786422, + "Potassium_Level": 4.817896798, + "Sodium_Level": 143.73526, + "Smoking_Pack_Years": 97.22361878 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 22.52218519, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 96, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.26713509, + "White_Blood_Cell_Count": 5.747666102, + "Platelet_Count": 432.5256995, + "Albumin_Level": 3.555956559, + "Alkaline_Phosphatase_Level": 66.5694836, + "Alanine_Aminotransferase_Level": 23.60956915, + "Aspartate_Aminotransferase_Level": 49.3624273, + "Creatinine_Level": 1.266326927, + "LDH_Level": 192.1602509, + "Calcium_Level": 10.08971977, + "Phosphorus_Level": 4.732757561, + "Glucose_Level": 149.7716991, + "Potassium_Level": 3.662696314, + "Sodium_Level": 139.7494426, + "Smoking_Pack_Years": 15.84257201 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.45318974, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.96033149, + "White_Blood_Cell_Count": 5.727634851, + "Platelet_Count": 400.319139, + "Albumin_Level": 4.056446098, + "Alkaline_Phosphatase_Level": 54.52045762, + "Alanine_Aminotransferase_Level": 6.256819637, + "Aspartate_Aminotransferase_Level": 23.08432116, + "Creatinine_Level": 0.891493305, + "LDH_Level": 178.3696066, + "Calcium_Level": 8.425858955, + "Phosphorus_Level": 3.313247503, + "Glucose_Level": 133.9681771, + "Potassium_Level": 4.01806216, + "Sodium_Level": 135.6793132, + "Smoking_Pack_Years": 16.80026321 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 84.86562561, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 47, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.78562153, + "White_Blood_Cell_Count": 9.485972622, + "Platelet_Count": 304.8434576, + "Albumin_Level": 3.522086486, + "Alkaline_Phosphatase_Level": 115.6653052, + 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"Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.73597077, + "White_Blood_Cell_Count": 3.726214357, + "Platelet_Count": 423.7934818, + "Albumin_Level": 3.971015555, + "Alkaline_Phosphatase_Level": 73.18059337, + "Alanine_Aminotransferase_Level": 35.31287191, + "Aspartate_Aminotransferase_Level": 49.78925332, + "Creatinine_Level": 1.359337929, + "LDH_Level": 100.4290642, + "Calcium_Level": 9.790929881, + "Phosphorus_Level": 3.622610289, + "Glucose_Level": 136.1840627, + "Potassium_Level": 4.489050936, + "Sodium_Level": 138.951953, + "Smoking_Pack_Years": 13.82478383 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 17.00324275, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.98023699, + "White_Blood_Cell_Count": 5.396693484, + "Platelet_Count": 353.2399874, + "Albumin_Level": 4.011694818, + "Alkaline_Phosphatase_Level": 76.72392994, + "Alanine_Aminotransferase_Level": 13.72365222, + "Aspartate_Aminotransferase_Level": 42.20305295, + "Creatinine_Level": 1.076771577, + "LDH_Level": 203.2110727, + "Calcium_Level": 9.722694248, + "Phosphorus_Level": 4.402294354, + "Glucose_Level": 76.43727375, + "Potassium_Level": 4.798009443, + "Sodium_Level": 140.1269054, + "Smoking_Pack_Years": 67.30501876 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.56828908, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 107, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.52633812, + "White_Blood_Cell_Count": 5.138496924, + "Platelet_Count": 392.8317698, + "Albumin_Level": 4.958039644, + "Alkaline_Phosphatase_Level": 113.6916625, + "Alanine_Aminotransferase_Level": 17.68882829, + "Aspartate_Aminotransferase_Level": 11.06078585, + "Creatinine_Level": 0.698207624, + "LDH_Level": 167.3363918, + "Calcium_Level": 10.08202023, + "Phosphorus_Level": 2.836078929, + "Glucose_Level": 148.9802535, + "Potassium_Level": 4.926016462, + "Sodium_Level": 135.9972841, + "Smoking_Pack_Years": 9.912338506 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.39620128, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 10.66632384, + "White_Blood_Cell_Count": 4.047620813, + "Platelet_Count": 358.3128552, + "Albumin_Level": 3.534424741, + "Alkaline_Phosphatase_Level": 88.61893964, 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"Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.20601488, + "White_Blood_Cell_Count": 5.594382957, + "Platelet_Count": 357.4140529, + "Albumin_Level": 3.093713531, + "Alkaline_Phosphatase_Level": 38.39637754, + "Alanine_Aminotransferase_Level": 24.72362944, + "Aspartate_Aminotransferase_Level": 35.27811365, + "Creatinine_Level": 0.533212105, + "LDH_Level": 201.1624329, + "Calcium_Level": 8.996861705, + "Phosphorus_Level": 3.545879201, + "Glucose_Level": 106.9842936, + "Potassium_Level": 4.400406476, + "Sodium_Level": 140.504747, + "Smoking_Pack_Years": 34.43779073 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.53450714, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 118, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.37585041, + "White_Blood_Cell_Count": 9.742503028, + "Platelet_Count": 232.9849833, + "Albumin_Level": 4.858519996, + "Alkaline_Phosphatase_Level": 72.62936138, + "Alanine_Aminotransferase_Level": 22.24492036, + "Aspartate_Aminotransferase_Level": 42.3529306, + "Creatinine_Level": 0.960555678, + "LDH_Level": 233.0795132, + "Calcium_Level": 10.22013667, + "Phosphorus_Level": 3.218162803, + "Glucose_Level": 98.8377578, + "Potassium_Level": 4.791577957, + "Sodium_Level": 143.4549235, + "Smoking_Pack_Years": 10.21363425 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.73463199, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 11.46972883, + "White_Blood_Cell_Count": 7.507031463, + "Platelet_Count": 366.8357742, + "Albumin_Level": 3.123090059, + "Alkaline_Phosphatase_Level": 64.60532813, + "Alanine_Aminotransferase_Level": 19.5250896, + "Aspartate_Aminotransferase_Level": 46.88323313, + "Creatinine_Level": 1.383703895, + "LDH_Level": 201.7295584, + "Calcium_Level": 9.250631115, + "Phosphorus_Level": 4.391336318, + "Glucose_Level": 82.41877071, + "Potassium_Level": 3.653459051, + "Sodium_Level": 135.2107286, + "Smoking_Pack_Years": 95.77430619 + }, + { + "Age": 73, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.23972834, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.52317126, + "White_Blood_Cell_Count": 3.577773672, + "Platelet_Count": 152.1469005, + "Albumin_Level": 4.278844927, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.85151212, + "White_Blood_Cell_Count": 7.484407869, + "Platelet_Count": 373.8792824, + "Albumin_Level": 4.591398242, + "Alkaline_Phosphatase_Level": 103.5079934, + "Alanine_Aminotransferase_Level": 30.84257856, + "Aspartate_Aminotransferase_Level": 43.58010599, + "Creatinine_Level": 0.736787262, + "LDH_Level": 217.8140671, + "Calcium_Level": 9.722974573, + "Phosphorus_Level": 2.561629366, + "Glucose_Level": 109.470159, + "Potassium_Level": 3.546397388, + "Sodium_Level": 136.2529864, + "Smoking_Pack_Years": 91.99115631 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 10.10960208, + "Phosphorus_Level": 2.880300456, + "Glucose_Level": 114.1616091, + "Potassium_Level": 4.973597539, + "Sodium_Level": 144.7596127, + "Smoking_Pack_Years": 75.18931558 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.4393453, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 93, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.34591076, + "White_Blood_Cell_Count": 4.138962116, + "Platelet_Count": 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"Smoking_History": "Current Smoker", + "Tumor_Size_mm": 91.39168252, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 43, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.60330731, + "White_Blood_Cell_Count": 7.516909998, + "Platelet_Count": 383.1354933, + "Albumin_Level": 4.161091408, + "Alkaline_Phosphatase_Level": 60.51572969, + "Alanine_Aminotransferase_Level": 9.358198269, + "Aspartate_Aminotransferase_Level": 29.14479706, + "Creatinine_Level": 0.646210717, + "LDH_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.25797675, + "White_Blood_Cell_Count": 3.736288004, + "Platelet_Count": 180.0677495, + "Albumin_Level": 3.170387564, + "Alkaline_Phosphatase_Level": 67.6058373, + "Alanine_Aminotransferase_Level": 19.60185695, + "Aspartate_Aminotransferase_Level": 14.92565604, + "Creatinine_Level": 1.377571071, + "LDH_Level": 190.1988664, + "Calcium_Level": 9.275351506, + "Phosphorus_Level": 3.400975886, + "Glucose_Level": 142.2354976, + "Potassium_Level": 3.714031192, + "Sodium_Level": 143.1885553, + "Smoking_Pack_Years": 60.81533272 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.60968895, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 117, + "Ethnicity": "African American", 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.43873168, + "White_Blood_Cell_Count": 9.163547882, + "Platelet_Count": 343.6112065, + "Albumin_Level": 3.386540128, + "Alkaline_Phosphatase_Level": 108.9057042, + "Alanine_Aminotransferase_Level": 36.44636689, + "Aspartate_Aminotransferase_Level": 10.70733728, + "Creatinine_Level": 0.731044561, + "LDH_Level": 222.1745437, + "Calcium_Level": 10.12197689, + "Phosphorus_Level": 3.702776066, + "Glucose_Level": 105.4302728, + "Potassium_Level": 3.523034716, + "Sodium_Level": 135.259494, + "Smoking_Pack_Years": 49.14897489 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.13852049, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 20, 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"Smoking_Pack_Years": 58.65508742 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.36342367, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.73213976, + "White_Blood_Cell_Count": 7.994506299, + "Platelet_Count": 306.4312662, + "Albumin_Level": 4.79224683, + "Alkaline_Phosphatase_Level": 89.96815088, + "Alanine_Aminotransferase_Level": 29.03049608, + "Aspartate_Aminotransferase_Level": 27.29086028, + "Creatinine_Level": 1.22131279, + "LDH_Level": 172.4415386, + "Calcium_Level": 9.502527662, + "Phosphorus_Level": 3.564507616, + "Glucose_Level": 135.771419, + "Potassium_Level": 4.159894319, + "Sodium_Level": 144.6308803, + "Smoking_Pack_Years": 57.48728545 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 65.44622832, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.49056981, + "White_Blood_Cell_Count": 8.064264153, + "Platelet_Count": 160.3318715, + "Albumin_Level": 4.375888357, + "Alkaline_Phosphatase_Level": 103.5001382, + "Alanine_Aminotransferase_Level": 7.752567996, + "Aspartate_Aminotransferase_Level": 38.07041968, + "Creatinine_Level": 1.190158066, + "LDH_Level": 114.8147101, + "Calcium_Level": 10.05505652, + "Phosphorus_Level": 4.791990876, + "Glucose_Level": 115.4367862, + "Potassium_Level": 4.577853451, + "Sodium_Level": 141.1095421, + "Smoking_Pack_Years": 81.8387269 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.88760794, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + 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"Sodium_Level": 140.9980027, + "Smoking_Pack_Years": 25.55317658 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 63.38023985, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 16.19561506, + "White_Blood_Cell_Count": 4.678810492, + "Platelet_Count": 255.7630984, + "Albumin_Level": 4.452936984, + "Alkaline_Phosphatase_Level": 95.80662196, + "Alanine_Aminotransferase_Level": 36.68518923, + "Aspartate_Aminotransferase_Level": 37.89459485, + "Creatinine_Level": 1.282037511, + "LDH_Level": 132.2108208, + "Calcium_Level": 10.12048157, + "Phosphorus_Level": 3.193302741, + "Glucose_Level": 84.5308785, + "Potassium_Level": 4.323216585, + "Sodium_Level": 143.0762264, + "Smoking_Pack_Years": 6.072938902 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.30594533, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 70, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 17.50738296, + "White_Blood_Cell_Count": 5.851660743, + "Platelet_Count": 291.1836135, + "Albumin_Level": 3.296000889, + "Alkaline_Phosphatase_Level": 41.41280216, + "Alanine_Aminotransferase_Level": 29.11055524, + "Aspartate_Aminotransferase_Level": 19.71057175, + "Creatinine_Level": 1.493945273, + "LDH_Level": 149.7969174, + "Calcium_Level": 10.44082688, + "Phosphorus_Level": 2.675601229, + "Glucose_Level": 144.9758896, + "Potassium_Level": 3.975279527, + "Sodium_Level": 136.0858385, + "Smoking_Pack_Years": 55.56649641 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.53261948, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 22, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 15.41951487, + "White_Blood_Cell_Count": 5.762613118, + "Platelet_Count": 333.5144982, + "Albumin_Level": 3.837583099, + "Alkaline_Phosphatase_Level": 115.4793179, + "Alanine_Aminotransferase_Level": 23.25277925, + "Aspartate_Aminotransferase_Level": 18.24540067, + "Creatinine_Level": 1.124461429, + "LDH_Level": 167.7542931, + "Calcium_Level": 9.952066354, + "Phosphorus_Level": 4.908772841, + "Glucose_Level": 124.9947417, + "Potassium_Level": 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23.27488002, + "Aspartate_Aminotransferase_Level": 44.51323136, + "Creatinine_Level": 0.591911612, + "LDH_Level": 144.6429479, + "Calcium_Level": 9.903896977, + "Phosphorus_Level": 3.234140114, + "Glucose_Level": 130.7459007, + "Potassium_Level": 4.281839559, + "Sodium_Level": 140.4086817, + "Smoking_Pack_Years": 76.22990944 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.05564817, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.3369156, + "White_Blood_Cell_Count": 4.986688288, + "Platelet_Count": 226.3778832, + "Albumin_Level": 3.347413446, + "Alkaline_Phosphatase_Level": 53.38966604, + "Alanine_Aminotransferase_Level": 23.67693022, + "Aspartate_Aminotransferase_Level": 41.68314644, + "Creatinine_Level": 1.065192706, + "LDH_Level": 248.6912056, + "Calcium_Level": 9.582894245, + "Phosphorus_Level": 4.783456202, + "Glucose_Level": 126.8236531, + "Potassium_Level": 4.755182033, + "Sodium_Level": 144.9712859, + "Smoking_Pack_Years": 51.64181233 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.68502682, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 15.20242832, + "White_Blood_Cell_Count": 6.78936466, + "Platelet_Count": 248.1387085, + "Albumin_Level": 3.907147572, + "Alkaline_Phosphatase_Level": 84.88653447, + "Alanine_Aminotransferase_Level": 37.92052554, + "Aspartate_Aminotransferase_Level": 47.42068359, + "Creatinine_Level": 0.996654988, + "LDH_Level": 179.39697, + "Calcium_Level": 10.41052523, + "Phosphorus_Level": 3.886864519, + "Glucose_Level": 78.69411536, + "Potassium_Level": 3.943523064, + "Sodium_Level": 138.7438308, + "Smoking_Pack_Years": 98.23088251 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 35.01908725, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.41093166, + "White_Blood_Cell_Count": 6.838372399, + "Platelet_Count": 194.6243248, + "Albumin_Level": 3.098571372, + "Alkaline_Phosphatase_Level": 61.93983482, + "Alanine_Aminotransferase_Level": 29.85822077, + "Aspartate_Aminotransferase_Level": 23.1132918, + "Creatinine_Level": 0.906965708, + "LDH_Level": 225.9415896, + "Calcium_Level": 9.89598434, + "Phosphorus_Level": 2.897776262, + "Glucose_Level": 141.9157619, + "Potassium_Level": 3.997924728, + "Sodium_Level": 140.3696215, + "Smoking_Pack_Years": 30.42769272 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.76870082, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.16799545, + "White_Blood_Cell_Count": 6.333422338, + "Platelet_Count": 289.3490821, + "Albumin_Level": 4.16108393, + "Alkaline_Phosphatase_Level": 42.98346931, + "Alanine_Aminotransferase_Level": 11.00310528, + "Aspartate_Aminotransferase_Level": 19.66699254, + "Creatinine_Level": 0.965986922, + "LDH_Level": 199.4441092, + "Calcium_Level": 8.775917302, + "Phosphorus_Level": 4.731973967, + "Glucose_Level": 124.2300036, + "Potassium_Level": 4.7008225, + "Sodium_Level": 138.2908826, + "Smoking_Pack_Years": 29.7906013 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.84532833, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 12.40525219, + "White_Blood_Cell_Count": 9.553879126, + "Platelet_Count": 155.3043705, + "Albumin_Level": 3.847359099, + "Alkaline_Phosphatase_Level": 103.3545364, + "Alanine_Aminotransferase_Level": 30.88918178, + "Aspartate_Aminotransferase_Level": 47.02553064, + "Creatinine_Level": 0.5333295, + "LDH_Level": 133.4215834, + "Calcium_Level": 9.755808865, + "Phosphorus_Level": 4.698387224, + "Glucose_Level": 144.4201401, + "Potassium_Level": 4.848785258, + "Sodium_Level": 137.1226971, + "Smoking_Pack_Years": 68.39504426 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 77.8941202, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 31, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.83174871, + "White_Blood_Cell_Count": 4.972454956, + "Platelet_Count": 319.4199163, + "Albumin_Level": 4.889835876, + "Alkaline_Phosphatase_Level": 62.30502634, + "Alanine_Aminotransferase_Level": 24.85079131, + "Aspartate_Aminotransferase_Level": 38.92892753, + "Creatinine_Level": 0.957018164, + "LDH_Level": 246.3940084, + "Calcium_Level": 10.05495118, + "Phosphorus_Level": 4.17705483, + "Glucose_Level": 126.5454923, + "Potassium_Level": 4.14107626, + "Sodium_Level": 142.0525989, + "Smoking_Pack_Years": 43.43126078 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 77.08440383, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 96, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 10.09692998, + "White_Blood_Cell_Count": 6.383794584, + "Platelet_Count": 174.1627605, + "Albumin_Level": 3.349719841, + "Alkaline_Phosphatase_Level": 58.26854345, + "Alanine_Aminotransferase_Level": 29.0171679, + "Aspartate_Aminotransferase_Level": 18.05308632, + "Creatinine_Level": 0.988688779, + "LDH_Level": 154.3853831, + "Calcium_Level": 9.036292652, + "Phosphorus_Level": 3.215949356, + "Glucose_Level": 88.21941215, + "Potassium_Level": 3.514077853, + "Sodium_Level": 139.8654652, + "Smoking_Pack_Years": 74.43211414 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.9386579, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.84499553, + "White_Blood_Cell_Count": 4.582467722, + "Platelet_Count": 443.4573492, + "Albumin_Level": 3.172874862, + "Alkaline_Phosphatase_Level": 47.98700254, + "Alanine_Aminotransferase_Level": 35.58733533, + "Aspartate_Aminotransferase_Level": 39.25692068, + "Creatinine_Level": 0.775197731, + "LDH_Level": 235.3315566, + "Calcium_Level": 10.24336623, + "Phosphorus_Level": 4.681555728, + "Glucose_Level": 135.6374393, + "Potassium_Level": 3.742168705, + "Sodium_Level": 144.8250739, + "Smoking_Pack_Years": 30.77982384 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.22852645, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.66314985, + "White_Blood_Cell_Count": 6.569201214, + "Platelet_Count": 161.5348381, + "Albumin_Level": 4.251998309, + "Alkaline_Phosphatase_Level": 104.9751, + "Alanine_Aminotransferase_Level": 8.314953881, + "Aspartate_Aminotransferase_Level": 14.92322557, + "Creatinine_Level": 1.490199073, + "LDH_Level": 115.356233, + "Calcium_Level": 9.402292183, + "Phosphorus_Level": 3.090707848, + "Glucose_Level": 105.5964377, + "Potassium_Level": 4.501136102, + "Sodium_Level": 142.8426459, + "Smoking_Pack_Years": 21.39675557 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 44.52481555, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 17.08819871, + "White_Blood_Cell_Count": 8.388048116, + "Platelet_Count": 228.3047375, + "Albumin_Level": 4.74834831, + "Alkaline_Phosphatase_Level": 90.34115291, + "Alanine_Aminotransferase_Level": 38.07525268, + "Aspartate_Aminotransferase_Level": 18.64276868, + "Creatinine_Level": 0.66276184, + "LDH_Level": 141.4693821, + "Calcium_Level": 9.759942872, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 35.07556724, + "Alanine_Aminotransferase_Level": 14.18028974, + "Aspartate_Aminotransferase_Level": 44.62754884, + "Creatinine_Level": 0.984794789, + "LDH_Level": 242.3683944, + "Calcium_Level": 10.31631427, + "Phosphorus_Level": 3.140102821, + "Glucose_Level": 121.3668917, + "Potassium_Level": 4.775622977, + "Sodium_Level": 140.5044344, + "Smoking_Pack_Years": 45.10697312 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.50530056, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.30741062, + "White_Blood_Cell_Count": 8.326514363, + "Platelet_Count": 446.6862059, + "Albumin_Level": 3.811196383, + "Alkaline_Phosphatase_Level": 35.94866979, + "Alanine_Aminotransferase_Level": 6.939467444, + "Aspartate_Aminotransferase_Level": 30.88462509, + "Creatinine_Level": 0.687986948, + "LDH_Level": 196.124603, + "Calcium_Level": 8.056327251, + "Phosphorus_Level": 4.268526556, + "Glucose_Level": 129.8213246, + "Potassium_Level": 4.112209028, + "Sodium_Level": 144.4519354, + "Smoking_Pack_Years": 24.5768314 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.31357398, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.41432855, + "White_Blood_Cell_Count": 9.898737451, + "Platelet_Count": 402.5395603, + "Albumin_Level": 3.930928551, + "Alkaline_Phosphatase_Level": 81.30071634, + "Alanine_Aminotransferase_Level": 27.12775076, + "Aspartate_Aminotransferase_Level": 34.09602348, + "Creatinine_Level": 1.125051103, + "LDH_Level": 185.9779857, + "Calcium_Level": 8.331974166, + "Phosphorus_Level": 3.713372094, + "Glucose_Level": 70.73527066, + "Potassium_Level": 3.854951763, + "Sodium_Level": 137.9417053, + "Smoking_Pack_Years": 28.69116905 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 9.934684085, + "Phosphorus_Level": 2.749603252, + "Glucose_Level": 75.77864087, + "Potassium_Level": 4.002414031, + "Sodium_Level": 139.6978701, + "Smoking_Pack_Years": 87.9990495 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.10830305, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 91, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.34973879, + "White_Blood_Cell_Count": 8.764023134, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.49142893, + "White_Blood_Cell_Count": 9.400159771, + "Platelet_Count": 332.3900469, + "Albumin_Level": 4.957759835, + "Alkaline_Phosphatase_Level": 38.41496007, + "Alanine_Aminotransferase_Level": 31.04251614, + "Aspartate_Aminotransferase_Level": 25.78963346, + "Creatinine_Level": 0.957443647, + "LDH_Level": 247.2501694, + "Calcium_Level": 10.4473581, + "Phosphorus_Level": 3.785748422, + "Glucose_Level": 106.2138468, + "Potassium_Level": 4.018509957, + "Sodium_Level": 135.3070689, + "Smoking_Pack_Years": 60.71236654 + }, + { + "Age": 43, + "Gender": 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186.304731, + "Calcium_Level": 9.583280603, + "Phosphorus_Level": 3.086765772, + "Glucose_Level": 133.2395468, + "Potassium_Level": 4.711242684, + "Sodium_Level": 143.4469558, + "Smoking_Pack_Years": 52.87765648 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 81.58211019, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 13, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.65116053, + "White_Blood_Cell_Count": 9.725745688, + 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"Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 47.42665141, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.84868799, + "White_Blood_Cell_Count": 9.354102817, + "Platelet_Count": 264.3250547, + "Albumin_Level": 4.967055129, + "Alkaline_Phosphatase_Level": 109.5709957, + "Alanine_Aminotransferase_Level": 37.34570554, + "Aspartate_Aminotransferase_Level": 33.55473007, + "Creatinine_Level": 0.820579151, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.42367817, + "White_Blood_Cell_Count": 4.235764724, + "Platelet_Count": 285.291324, + "Albumin_Level": 4.194756709, + "Alkaline_Phosphatase_Level": 106.8387745, + "Alanine_Aminotransferase_Level": 38.24732736, + "Aspartate_Aminotransferase_Level": 27.69805284, + "Creatinine_Level": 0.584925513, + "LDH_Level": 173.1054687, + "Calcium_Level": 9.159811593, + "Phosphorus_Level": 2.981206385, + "Glucose_Level": 140.7290982, + "Potassium_Level": 4.131247266, + "Sodium_Level": 144.2361437, + "Smoking_Pack_Years": 76.08749834 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 93.2182453, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.77795809, + "White_Blood_Cell_Count": 9.975118605, + "Platelet_Count": 202.7128688, + "Albumin_Level": 3.210455715, + "Alkaline_Phosphatase_Level": 77.17101529, + "Alanine_Aminotransferase_Level": 30.90419836, + "Aspartate_Aminotransferase_Level": 46.2631027, + "Creatinine_Level": 0.787129683, + "LDH_Level": 148.4959754, + "Calcium_Level": 9.073589623, + "Phosphorus_Level": 3.215031741, + "Glucose_Level": 77.77760344, + "Potassium_Level": 4.637480186, + "Sodium_Level": 139.9627145, + "Smoking_Pack_Years": 87.59851893 + }, + { 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.86753678, + "White_Blood_Cell_Count": 4.953045133, + "Platelet_Count": 182.4018343, + "Albumin_Level": 4.919344893, + "Alkaline_Phosphatase_Level": 30.68649633, + "Alanine_Aminotransferase_Level": 23.39596273, + "Aspartate_Aminotransferase_Level": 35.63174238, + "Creatinine_Level": 1.212055934, + "LDH_Level": 245.8254119, + "Calcium_Level": 9.227991264, + "Phosphorus_Level": 4.440327026, + "Glucose_Level": 134.3977203, + "Potassium_Level": 4.643004543, + "Sodium_Level": 141.3269468, + "Smoking_Pack_Years": 86.14232707 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.90850894, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.91352488, + "White_Blood_Cell_Count": 4.294686876, + "Platelet_Count": 437.7710107, + "Albumin_Level": 4.311442292, + "Alkaline_Phosphatase_Level": 63.94571064, + "Alanine_Aminotransferase_Level": 32.20836932, + "Aspartate_Aminotransferase_Level": 15.9315292, + "Creatinine_Level": 0.722781482, + "LDH_Level": 125.9223485, + "Calcium_Level": 9.648165791, + "Phosphorus_Level": 4.291005217, + "Glucose_Level": 75.78715816, + "Potassium_Level": 4.827805594, + "Sodium_Level": 144.4819763, + "Smoking_Pack_Years": 60.32964228 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 34.07804142, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + 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"Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 16.58116646, + "White_Blood_Cell_Count": 5.541844419, + "Platelet_Count": 341.1005688, + "Albumin_Level": 3.182949616, + "Alkaline_Phosphatase_Level": 62.98757582, + "Alanine_Aminotransferase_Level": 39.67895238, + "Aspartate_Aminotransferase_Level": 46.83011217, + "Creatinine_Level": 1.456615097, + "LDH_Level": 220.3751396, + "Calcium_Level": 8.195731384, + "Phosphorus_Level": 3.189491185, + "Glucose_Level": 93.49583527, + "Potassium_Level": 4.448427405, + "Sodium_Level": 138.3873756, + "Smoking_Pack_Years": 19.74163602 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.3162875, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.08588309, + "White_Blood_Cell_Count": 5.001139056, + "Platelet_Count": 438.2288595, + "Albumin_Level": 4.352890893, + "Alkaline_Phosphatase_Level": 76.71521783, + "Alanine_Aminotransferase_Level": 10.7018, + "Aspartate_Aminotransferase_Level": 48.28683098, + "Creatinine_Level": 1.434242418, + "LDH_Level": 244.1647067, + "Calcium_Level": 8.481791655, + "Phosphorus_Level": 2.554146531, + "Glucose_Level": 81.61952581, + "Potassium_Level": 4.665993149, + "Sodium_Level": 140.4543487, + "Smoking_Pack_Years": 94.00273625 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.88505323, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 56, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.0029954, + "White_Blood_Cell_Count": 6.614839772, + "Platelet_Count": 287.6308245, + "Albumin_Level": 3.307428037, + "Alkaline_Phosphatase_Level": 70.12754962, + "Alanine_Aminotransferase_Level": 26.39743519, + "Aspartate_Aminotransferase_Level": 47.04389624, + "Creatinine_Level": 0.967899574, + "LDH_Level": 184.3525694, + "Calcium_Level": 8.100407494, + "Phosphorus_Level": 2.601785339, + "Glucose_Level": 102.5969902, + "Potassium_Level": 4.814017523, + "Sodium_Level": 137.1855528, + "Smoking_Pack_Years": 67.8378794 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.30073601, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 77, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.20403152, + "White_Blood_Cell_Count": 9.707382398, + "Platelet_Count": 363.6191666, + "Albumin_Level": 4.453275632, + "Alkaline_Phosphatase_Level": 111.5734597, + 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"Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.42475266, + "White_Blood_Cell_Count": 5.260168357, + "Platelet_Count": 372.667753, + "Albumin_Level": 4.923044953, + "Alkaline_Phosphatase_Level": 49.85162635, + "Alanine_Aminotransferase_Level": 29.57584243, + "Aspartate_Aminotransferase_Level": 14.62661795, + "Creatinine_Level": 0.920486399, + "LDH_Level": 195.1594418, + "Calcium_Level": 10.0249595, + "Phosphorus_Level": 4.589462886, + "Glucose_Level": 107.6463524, + "Potassium_Level": 3.65835502, + "Sodium_Level": 144.8188183, + "Smoking_Pack_Years": 94.63190854 + }, + { + "Age": 67, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.48983029, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 73, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.33140271, + "White_Blood_Cell_Count": 8.57959458, + "Platelet_Count": 272.5970947, + "Albumin_Level": 4.89402369, + "Alkaline_Phosphatase_Level": 95.53556706, + "Alanine_Aminotransferase_Level": 32.16467246, + "Aspartate_Aminotransferase_Level": 19.44093923, + "Creatinine_Level": 1.157961361, + "LDH_Level": 109.5642145, + "Calcium_Level": 8.390080349, + "Phosphorus_Level": 4.044350847, + "Glucose_Level": 108.7552121, + "Potassium_Level": 3.521357637, + "Sodium_Level": 141.0421253, + "Smoking_Pack_Years": 85.95201623 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.50091374, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 101, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 14.00580947, + "White_Blood_Cell_Count": 6.076905502, + "Platelet_Count": 298.7943477, + "Albumin_Level": 4.211012805, + "Alkaline_Phosphatase_Level": 37.23021849, + "Alanine_Aminotransferase_Level": 32.86319185, + "Aspartate_Aminotransferase_Level": 35.38457622, + "Creatinine_Level": 1.309892468, + "LDH_Level": 198.6491658, + "Calcium_Level": 8.835840712, + "Phosphorus_Level": 2.880415725, + "Glucose_Level": 87.37271349, + "Potassium_Level": 4.889260014, + "Sodium_Level": 135.3136573, + "Smoking_Pack_Years": 34.15799235 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.75892847, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 14, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 14.63441236, + "White_Blood_Cell_Count": 6.10078116, + "Platelet_Count": 318.5796725, + "Albumin_Level": 3.146236465, + "Alkaline_Phosphatase_Level": 48.88860729, + "Alanine_Aminotransferase_Level": 5.384689331, + "Aspartate_Aminotransferase_Level": 15.00748001, + "Creatinine_Level": 0.655571627, + "LDH_Level": 107.7064757, + "Calcium_Level": 9.88586469, + "Phosphorus_Level": 3.796169107, + "Glucose_Level": 83.23177635, + "Potassium_Level": 4.433724305, + "Sodium_Level": 143.2320163, + "Smoking_Pack_Years": 90.61491756 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.75038604, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 108, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 14.7516626, + "White_Blood_Cell_Count": 6.596952882, + "Platelet_Count": 392.0991056, + "Albumin_Level": 4.278549088, + "Alkaline_Phosphatase_Level": 79.42927077, + "Alanine_Aminotransferase_Level": 28.37425415, + "Aspartate_Aminotransferase_Level": 15.05714959, + "Creatinine_Level": 1.317687023, + "LDH_Level": 109.4312015, + "Calcium_Level": 10.28250536, + "Phosphorus_Level": 3.704012069, + "Glucose_Level": 86.03861395, + "Potassium_Level": 4.881884842, + "Sodium_Level": 143.1620456, + "Smoking_Pack_Years": 84.18266954 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.51587788, + "White_Blood_Cell_Count": 8.712787392, + "Platelet_Count": 368.7526895, + "Albumin_Level": 3.401990461, + "Alkaline_Phosphatase_Level": 62.72437018, + "Alanine_Aminotransferase_Level": 34.10058551, + "Aspartate_Aminotransferase_Level": 28.31147902, + "Creatinine_Level": 0.95024705, + "LDH_Level": 247.8999413, + "Calcium_Level": 9.564319167, + "Phosphorus_Level": 3.566137136, + "Glucose_Level": 79.36377935, + "Potassium_Level": 3.74719993, + "Sodium_Level": 137.2658856, + "Smoking_Pack_Years": 90.45572975 + }, + { + "Age": 74, + "Gender": "Male", 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244.3346671, + "Calcium_Level": 9.943126608, + "Phosphorus_Level": 3.305142615, + "Glucose_Level": 85.79800547, + "Potassium_Level": 4.460217129, + "Sodium_Level": 138.806591, + "Smoking_Pack_Years": 40.4405248 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 59.76735611, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 21, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.93182483, + "White_Blood_Cell_Count": 7.856839717, + "Platelet_Count": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.04157828, + "White_Blood_Cell_Count": 4.46515124, + "Platelet_Count": 262.5737742, + "Albumin_Level": 4.7118462, + "Alkaline_Phosphatase_Level": 34.47014493, + "Alanine_Aminotransferase_Level": 34.85767432, + "Aspartate_Aminotransferase_Level": 40.59005816, + "Creatinine_Level": 0.504105859, + "LDH_Level": 191.7430236, + "Calcium_Level": 10.0043389, + "Phosphorus_Level": 3.518109654, + "Glucose_Level": 70.95844039, + "Potassium_Level": 4.239081354, + "Sodium_Level": 143.5436044, + "Smoking_Pack_Years": 46.49673212 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.41405745, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 36, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 13.36419516, + "White_Blood_Cell_Count": 8.641736297, + "Platelet_Count": 193.6215878, + "Albumin_Level": 3.005030595, + "Alkaline_Phosphatase_Level": 102.0981157, + "Alanine_Aminotransferase_Level": 30.94018342, + "Aspartate_Aminotransferase_Level": 45.2649007, + "Creatinine_Level": 0.927165316, + "LDH_Level": 248.6411895, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.48086183, + "White_Blood_Cell_Count": 6.967213025, + "Platelet_Count": 211.5950624, + "Albumin_Level": 3.91101474, + "Alkaline_Phosphatase_Level": 86.46318248, + "Alanine_Aminotransferase_Level": 35.31065334, + "Aspartate_Aminotransferase_Level": 32.14632883, + "Creatinine_Level": 0.841394906, + "LDH_Level": 110.7413427, + "Calcium_Level": 8.00091868, + "Phosphorus_Level": 4.727511046, + "Glucose_Level": 148.005835, + "Potassium_Level": 4.716182211, + "Sodium_Level": 140.103506, + "Smoking_Pack_Years": 25.45467151 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 74.25774395, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.72461506, + "White_Blood_Cell_Count": 7.571205608, + "Platelet_Count": 225.7159304, + "Albumin_Level": 3.148638336, + "Alkaline_Phosphatase_Level": 97.21174879, + "Alanine_Aminotransferase_Level": 38.81609572, + "Aspartate_Aminotransferase_Level": 26.80220331, + "Creatinine_Level": 0.504930517, + "LDH_Level": 197.4892606, + "Calcium_Level": 9.699523559, + "Phosphorus_Level": 3.595352947, + "Glucose_Level": 102.1355353, + "Potassium_Level": 3.954623925, + "Sodium_Level": 141.4447019, + "Smoking_Pack_Years": 17.24667501 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.70380329, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 40, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.67780228, + "White_Blood_Cell_Count": 8.907758609, + 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"Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 13.87503296, + "White_Blood_Cell_Count": 7.964296854, + "Platelet_Count": 282.0054069, + "Albumin_Level": 4.051607655, + "Alkaline_Phosphatase_Level": 41.91249355, + "Alanine_Aminotransferase_Level": 26.35895204, + "Aspartate_Aminotransferase_Level": 39.4067012, + "Creatinine_Level": 1.067620545, + "LDH_Level": 222.321721, + "Calcium_Level": 9.154005974, + "Phosphorus_Level": 4.416313237, + "Glucose_Level": 114.4485078, + "Potassium_Level": 4.327421513, + "Sodium_Level": 138.3050877, + "Smoking_Pack_Years": 82.70723309 + }, + { + "Age": 54, + "Gender": 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.91071347, + "White_Blood_Cell_Count": 4.816710575, + "Platelet_Count": 174.7576652, + "Albumin_Level": 3.849732095, + "Alkaline_Phosphatase_Level": 41.18446346, + "Alanine_Aminotransferase_Level": 7.737276624, + "Aspartate_Aminotransferase_Level": 46.06479613, + "Creatinine_Level": 1.058152902, + "LDH_Level": 146.9654969, + "Calcium_Level": 8.908832697, + "Phosphorus_Level": 4.256012687, + "Glucose_Level": 91.88850535, + "Potassium_Level": 4.186749832, + "Sodium_Level": 141.2611901, + "Smoking_Pack_Years": 81.68596749 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.85047998, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 89, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.09020591, + "White_Blood_Cell_Count": 5.316176624, + "Platelet_Count": 274.7391229, + "Albumin_Level": 4.047557088, + "Alkaline_Phosphatase_Level": 77.46325362, + "Alanine_Aminotransferase_Level": 33.19699024, + "Aspartate_Aminotransferase_Level": 44.9457741, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.87839372, + "White_Blood_Cell_Count": 7.823127438, + "Platelet_Count": 150.2026023, + "Albumin_Level": 4.511042657, + "Alkaline_Phosphatase_Level": 37.6517104, + "Alanine_Aminotransferase_Level": 27.4153495, + "Aspartate_Aminotransferase_Level": 31.99030451, + "Creatinine_Level": 0.723569043, + "LDH_Level": 101.1487805, + "Calcium_Level": 9.192459012, + "Phosphorus_Level": 3.60917846, + "Glucose_Level": 87.88502713, + "Potassium_Level": 4.74992793, + "Sodium_Level": 139.513738, + "Smoking_Pack_Years": 35.32640816 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.37011716, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.67553567, + "White_Blood_Cell_Count": 5.339398316, + "Platelet_Count": 290.5959573, + "Albumin_Level": 3.250659047, + "Alkaline_Phosphatase_Level": 75.58803749, + "Alanine_Aminotransferase_Level": 29.48247757, + "Aspartate_Aminotransferase_Level": 14.51312139, + "Creatinine_Level": 0.585683943, + "LDH_Level": 162.3443026, + "Calcium_Level": 10.36250002, + "Phosphorus_Level": 2.736737949, + "Glucose_Level": 78.09021483, + "Potassium_Level": 3.806142331, + "Sodium_Level": 137.5727234, + "Smoking_Pack_Years": 87.11456357 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.20428214, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 16.80603825, + "White_Blood_Cell_Count": 8.176946234, + "Platelet_Count": 219.7911171, + "Albumin_Level": 4.026953838, + "Alkaline_Phosphatase_Level": 117.1358441, + "Alanine_Aminotransferase_Level": 11.00938004, + "Aspartate_Aminotransferase_Level": 33.7061339, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.56515967, + "White_Blood_Cell_Count": 6.351704825, + "Platelet_Count": 330.5099757, + "Albumin_Level": 4.994632637, + "Alkaline_Phosphatase_Level": 54.97830991, + "Alanine_Aminotransferase_Level": 11.83235505, + "Aspartate_Aminotransferase_Level": 29.64369278, + "Creatinine_Level": 1.431947667, + "LDH_Level": 160.1316182, + "Calcium_Level": 9.68730347, + "Phosphorus_Level": 4.905529023, + "Glucose_Level": 111.7479426, + "Potassium_Level": 3.623203099, + "Sodium_Level": 136.9150642, + "Smoking_Pack_Years": 68.95686706 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.83442945, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 115, + "Ethnicity": "African 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68.51187597 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.37474651, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 24, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 16.8718698, + "White_Blood_Cell_Count": 4.412247395, + "Platelet_Count": 286.7225827, + "Albumin_Level": 4.644090954, + "Alkaline_Phosphatase_Level": 95.21085966, + "Alanine_Aminotransferase_Level": 26.91818503, + "Aspartate_Aminotransferase_Level": 12.84504017, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.1416426, + "White_Blood_Cell_Count": 5.164338787, + "Platelet_Count": 169.1155769, + "Albumin_Level": 4.033830759, + "Alkaline_Phosphatase_Level": 63.5794604, + "Alanine_Aminotransferase_Level": 10.81732397, + "Aspartate_Aminotransferase_Level": 43.21118901, + "Creatinine_Level": 0.76100701, + "LDH_Level": 167.6848118, + "Calcium_Level": 10.08026291, + "Phosphorus_Level": 4.311028384, + "Glucose_Level": 121.2294965, + "Potassium_Level": 3.932312342, + "Sodium_Level": 136.0401993, + "Smoking_Pack_Years": 13.05711448 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.77892141, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 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"Aspartate_Aminotransferase_Level": 21.45407427, + "Creatinine_Level": 0.897521885, + "LDH_Level": 247.9042644, + "Calcium_Level": 8.258004381, + "Phosphorus_Level": 4.957707276, + "Glucose_Level": 139.4844854, + "Potassium_Level": 4.294720919, + "Sodium_Level": 142.4073168, + "Smoking_Pack_Years": 41.41687945 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.93773846, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 112, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.85063078, + "White_Blood_Cell_Count": 8.979544907, + "Platelet_Count": 212.8573828, + "Albumin_Level": 4.639883914, + "Alkaline_Phosphatase_Level": 84.42639363, + "Alanine_Aminotransferase_Level": 5.168110054, + "Aspartate_Aminotransferase_Level": 19.47400515, + "Creatinine_Level": 1.179032557, + "LDH_Level": 193.0876289, + "Calcium_Level": 9.835513634, + "Phosphorus_Level": 3.646614656, + "Glucose_Level": 149.4062825, + "Potassium_Level": 3.675879355, + "Sodium_Level": 139.5650866, + "Smoking_Pack_Years": 59.78088371 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.48098304, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 11.07109324, + "White_Blood_Cell_Count": 5.606617698, + "Platelet_Count": 203.988039, + "Albumin_Level": 4.862045903, + "Alkaline_Phosphatase_Level": 80.43759701, + "Alanine_Aminotransferase_Level": 39.48209554, + "Aspartate_Aminotransferase_Level": 22.90116437, + "Creatinine_Level": 0.605614559, + "LDH_Level": 166.1383151, + "Calcium_Level": 9.08911572, + "Phosphorus_Level": 3.650573315, + "Glucose_Level": 120.1034863, + "Potassium_Level": 4.332724856, + "Sodium_Level": 143.2452149, + "Smoking_Pack_Years": 3.073839382 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.43578712, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 2, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 13.25592005, + "White_Blood_Cell_Count": 7.058497512, + "Platelet_Count": 314.1694473, + "Albumin_Level": 4.727406837, + "Alkaline_Phosphatase_Level": 73.58605956, + "Alanine_Aminotransferase_Level": 38.6510678, + "Aspartate_Aminotransferase_Level": 42.43176224, + "Creatinine_Level": 1.458071199, + "LDH_Level": 164.4457276, + "Calcium_Level": 9.634212873, + "Phosphorus_Level": 3.070716294, + "Glucose_Level": 126.2809811, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.98036359, + "White_Blood_Cell_Count": 7.362853105, + "Platelet_Count": 318.9691163, + "Albumin_Level": 3.3071133, + "Alkaline_Phosphatase_Level": 42.71198613, + "Alanine_Aminotransferase_Level": 5.202758887, + "Aspartate_Aminotransferase_Level": 47.97313612, + "Creatinine_Level": 0.812041616, + "LDH_Level": 243.824259, + "Calcium_Level": 8.335368382, + "Phosphorus_Level": 4.016808738, + "Glucose_Level": 118.0684532, + "Potassium_Level": 4.314647492, + "Sodium_Level": 135.0022009, + "Smoking_Pack_Years": 38.91191537 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 43.30774025, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.51217076, + "White_Blood_Cell_Count": 8.150719488, + "Platelet_Count": 331.4044642, + "Albumin_Level": 3.541262744, + "Alkaline_Phosphatase_Level": 35.21549236, + "Alanine_Aminotransferase_Level": 39.45767793, + "Aspartate_Aminotransferase_Level": 17.26609292, + "Creatinine_Level": 0.802330369, + "LDH_Level": 121.8319075, + "Calcium_Level": 10.46081235, + "Phosphorus_Level": 2.516503628, + "Glucose_Level": 131.0256979, + "Potassium_Level": 3.778291308, 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27.12500554, + "Aspartate_Aminotransferase_Level": 14.80249692, + "Creatinine_Level": 0.677293679, + "LDH_Level": 241.2006727, + "Calcium_Level": 8.757932278, + "Phosphorus_Level": 2.960986857, + "Glucose_Level": 131.9531621, + "Potassium_Level": 4.827380794, + "Sodium_Level": 136.5031906, + "Smoking_Pack_Years": 81.8044626 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 89.06673267, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 77, + 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"Potassium_Level": 3.943758184, + "Sodium_Level": 138.2100394, + "Smoking_Pack_Years": 32.22501465 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 81.00196563, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 108, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 10.26894191, + "White_Blood_Cell_Count": 8.702797237, + "Platelet_Count": 255.5315396, + "Albumin_Level": 4.416221182, + "Alkaline_Phosphatase_Level": 73.94431635, + "Alanine_Aminotransferase_Level": 38.59072961, + "Aspartate_Aminotransferase_Level": 23.06903284, + "Creatinine_Level": 0.643504697, + "LDH_Level": 241.7496469, + "Calcium_Level": 10.30708882, + "Phosphorus_Level": 3.198711533, + "Glucose_Level": 135.535229, + "Potassium_Level": 4.782589891, + "Sodium_Level": 138.2600314, + "Smoking_Pack_Years": 29.20891941 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.45391443, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 16.54453992, + "White_Blood_Cell_Count": 9.848161676, + "Platelet_Count": 362.6956322, + "Albumin_Level": 3.198759439, + "Alkaline_Phosphatase_Level": 70.90011036, + "Alanine_Aminotransferase_Level": 23.02059813, + "Aspartate_Aminotransferase_Level": 35.36347681, + "Creatinine_Level": 1.152502197, + "LDH_Level": 156.3447909, + "Calcium_Level": 8.857779369, + "Phosphorus_Level": 4.885288818, + "Glucose_Level": 114.2350249, + "Potassium_Level": 3.715296794, + "Sodium_Level": 140.0009407, + "Smoking_Pack_Years": 21.99943099 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.42527238, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 101, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": 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"Glucose_Level": 114.9447403, + "Potassium_Level": 3.536363188, + "Sodium_Level": 137.7669265, + "Smoking_Pack_Years": 53.9510973 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 57.77878208, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.51761841, + "White_Blood_Cell_Count": 6.516541523, + "Platelet_Count": 319.5580705, + "Albumin_Level": 4.106080074, + 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"Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 15.48553374, + "White_Blood_Cell_Count": 3.873357971, + "Platelet_Count": 332.1108615, + "Albumin_Level": 3.23076082, + "Alkaline_Phosphatase_Level": 69.16286544, + "Alanine_Aminotransferase_Level": 38.00619177, + "Aspartate_Aminotransferase_Level": 39.12511819, + "Creatinine_Level": 1.49681823, + "LDH_Level": 139.6441624, + "Calcium_Level": 10.38018313, + "Phosphorus_Level": 4.855770815, + "Glucose_Level": 145.1381914, + "Potassium_Level": 3.742203919, + "Sodium_Level": 141.5579942, + "Smoking_Pack_Years": 98.01562993 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 84.61736026, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.60797706, + "White_Blood_Cell_Count": 7.848413326, + "Platelet_Count": 412.3866253, + "Albumin_Level": 4.667573128, + "Alkaline_Phosphatase_Level": 83.01545657, + "Alanine_Aminotransferase_Level": 15.73412822, + "Aspartate_Aminotransferase_Level": 13.98402151, + "Creatinine_Level": 0.60222737, + "LDH_Level": 233.8514724, + "Calcium_Level": 9.998231813, + "Phosphorus_Level": 4.205640715, + "Glucose_Level": 142.6994904, + "Potassium_Level": 4.440353651, + "Sodium_Level": 142.44793, + "Smoking_Pack_Years": 0.491387948 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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8.743031931, + "Phosphorus_Level": 4.088922092, + "Glucose_Level": 144.862686, + "Potassium_Level": 4.092343992, + "Sodium_Level": 138.3869396, + "Smoking_Pack_Years": 73.61058942 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.94515724, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.90214901, + "White_Blood_Cell_Count": 9.959928683, + "Platelet_Count": 171.7785325, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.85974913, + "White_Blood_Cell_Count": 5.423680545, + "Platelet_Count": 267.3333917, + "Albumin_Level": 3.448350528, + "Alkaline_Phosphatase_Level": 100.8622492, + "Alanine_Aminotransferase_Level": 20.75786542, + "Aspartate_Aminotransferase_Level": 40.24072828, + "Creatinine_Level": 0.870814235, + "LDH_Level": 140.8080247, + "Calcium_Level": 10.27307861, + "Phosphorus_Level": 3.370943934, + "Glucose_Level": 108.5523573, + "Potassium_Level": 3.593885419, + "Sodium_Level": 136.6042461, + "Smoking_Pack_Years": 68.30141228 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.38300631, + "White_Blood_Cell_Count": 6.629881137, + "Platelet_Count": 444.1350942, + "Albumin_Level": 3.999669519, + "Alkaline_Phosphatase_Level": 107.3731786, + "Alanine_Aminotransferase_Level": 24.13327964, + "Aspartate_Aminotransferase_Level": 34.3883419, + "Creatinine_Level": 1.494490441, + "LDH_Level": 184.5870234, + "Calcium_Level": 9.798828516, + "Phosphorus_Level": 4.621731195, + "Glucose_Level": 104.7674939, + "Potassium_Level": 3.971009743, + "Sodium_Level": 139.0670051, + "Smoking_Pack_Years": 2.726404743 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 31.08125792, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.35527856, + "White_Blood_Cell_Count": 9.862171408, + "Platelet_Count": 382.390503, + "Albumin_Level": 3.593060533, + "Alkaline_Phosphatase_Level": 67.08185733, + "Alanine_Aminotransferase_Level": 20.98439069, + "Aspartate_Aminotransferase_Level": 23.61165206, + "Creatinine_Level": 0.767286569, + "LDH_Level": 124.7582838, + "Calcium_Level": 9.635262991, + "Phosphorus_Level": 3.372837612, + "Glucose_Level": 94.8869352, + "Potassium_Level": 4.627165943, + "Sodium_Level": 137.0600295, + "Smoking_Pack_Years": 21.12951148 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.52033514, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.20605739, + "White_Blood_Cell_Count": 8.399778932, + "Platelet_Count": 163.6681195, + "Albumin_Level": 4.460828029, + "Alkaline_Phosphatase_Level": 42.36080675, + "Alanine_Aminotransferase_Level": 30.0707914, + "Aspartate_Aminotransferase_Level": 35.33208645, + "Creatinine_Level": 0.564950951, + "LDH_Level": 224.1154212, + "Calcium_Level": 8.096262105, + "Phosphorus_Level": 3.871867933, + "Glucose_Level": 74.60858212, + "Potassium_Level": 4.89033075, + "Sodium_Level": 139.2866845, + "Smoking_Pack_Years": 42.5947146 + }, + { + "Age": 56, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 67.98557681, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 76, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.26419824, + "White_Blood_Cell_Count": 5.496306836, + "Platelet_Count": 408.3638763, + "Albumin_Level": 4.205700812, + "Alkaline_Phosphatase_Level": 31.15219064, + "Alanine_Aminotransferase_Level": 26.87963302, + "Aspartate_Aminotransferase_Level": 39.60323269, + "Creatinine_Level": 0.95999259, + "LDH_Level": 161.4957136, + "Calcium_Level": 10.21373706, + "Phosphorus_Level": 2.501249262, + "Glucose_Level": 143.9520002, + "Potassium_Level": 4.13362053, + "Sodium_Level": 141.7602467, + "Smoking_Pack_Years": 84.43166721 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.63970346, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.77899388, + "White_Blood_Cell_Count": 6.902174114, + "Platelet_Count": 325.4085831, + "Albumin_Level": 4.936802435, + "Alkaline_Phosphatase_Level": 101.0452442, + "Alanine_Aminotransferase_Level": 29.70405329, + "Aspartate_Aminotransferase_Level": 15.68163015, + "Creatinine_Level": 1.433136839, + "LDH_Level": 195.1750864, + "Calcium_Level": 9.325493641, + "Phosphorus_Level": 2.787489021, + "Glucose_Level": 90.55839474, + "Potassium_Level": 4.363407608, + "Sodium_Level": 137.0731317, + "Smoking_Pack_Years": 99.58240215 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 53.19370374, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.10152, + "White_Blood_Cell_Count": 5.646724844, + "Platelet_Count": 343.8462729, + "Albumin_Level": 4.699017939, + "Alkaline_Phosphatase_Level": 62.86513924, + "Alanine_Aminotransferase_Level": 18.42906943, + "Aspartate_Aminotransferase_Level": 22.55961807, + "Creatinine_Level": 1.471452752, + "LDH_Level": 249.1831642, + "Calcium_Level": 8.651002121, + "Phosphorus_Level": 4.662721731, + "Glucose_Level": 111.5693001, + "Potassium_Level": 4.991226412, + "Sodium_Level": 135.6803672, + "Smoking_Pack_Years": 78.57609005 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.42188208, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 11, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 14.04251781, 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 15.81596948, + "White_Blood_Cell_Count": 8.201774104, + "Platelet_Count": 278.3160264, + "Albumin_Level": 4.533286568, + "Alkaline_Phosphatase_Level": 54.11493357, + "Alanine_Aminotransferase_Level": 31.63367333, + "Aspartate_Aminotransferase_Level": 41.33689455, + "Creatinine_Level": 1.206783158, + "LDH_Level": 104.6569758, + "Calcium_Level": 10.48790974, + "Phosphorus_Level": 2.741460938, + "Glucose_Level": 121.5952711, + "Potassium_Level": 4.065455641, + "Sodium_Level": 140.8472999, + "Smoking_Pack_Years": 1.735121558 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.16195203, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.65122507, + "White_Blood_Cell_Count": 9.072525751, + "Platelet_Count": 409.3003363, + "Albumin_Level": 3.849794896, + "Alkaline_Phosphatase_Level": 77.92861801, + "Alanine_Aminotransferase_Level": 6.371175075, + "Aspartate_Aminotransferase_Level": 25.95889418, + "Creatinine_Level": 1.389183299, + "LDH_Level": 204.125144, + "Calcium_Level": 10.19005834, + "Phosphorus_Level": 4.079561896, + "Glucose_Level": 119.0033039, + "Potassium_Level": 4.18573419, + "Sodium_Level": 141.4999025, 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"Aspartate_Aminotransferase_Level": 41.2229621, + "Creatinine_Level": 1.067970947, + "LDH_Level": 148.3923823, + "Calcium_Level": 9.248710147, + "Phosphorus_Level": 3.670433537, + "Glucose_Level": 109.4339798, + "Potassium_Level": 3.8668879, + "Sodium_Level": 144.3153616, + "Smoking_Pack_Years": 85.1038083 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.78261381, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 46, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.45927471, + "White_Blood_Cell_Count": 4.988106845, + "Platelet_Count": 306.7385503, + "Albumin_Level": 3.558588631, + "Alkaline_Phosphatase_Level": 38.30119236, + "Alanine_Aminotransferase_Level": 29.09419888, + "Aspartate_Aminotransferase_Level": 34.73252765, + "Creatinine_Level": 1.075295851, + "LDH_Level": 143.2364601, + "Calcium_Level": 10.43070295, + "Phosphorus_Level": 4.491040168, + "Glucose_Level": 123.4039613, + "Potassium_Level": 3.811141203, + "Sodium_Level": 144.6842761, + "Smoking_Pack_Years": 48.83360397 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.92746688, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.71242936, + "White_Blood_Cell_Count": 7.298586158, + "Platelet_Count": 211.3067704, + "Albumin_Level": 3.614288791, + "Alkaline_Phosphatase_Level": 42.01248201, + "Alanine_Aminotransferase_Level": 10.9487172, + "Aspartate_Aminotransferase_Level": 33.68800271, + "Creatinine_Level": 0.849444067, + "LDH_Level": 168.101702, + "Calcium_Level": 8.718270891, + "Phosphorus_Level": 4.0600257, + "Glucose_Level": 111.7607373, + "Potassium_Level": 4.119558752, + "Sodium_Level": 136.30761, + "Smoking_Pack_Years": 50.02543371 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.33071252, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.84508009, + "White_Blood_Cell_Count": 8.702387571, + "Platelet_Count": 436.9844929, + "Albumin_Level": 3.73866292, + "Alkaline_Phosphatase_Level": 95.9928012, + "Alanine_Aminotransferase_Level": 38.08185998, + "Aspartate_Aminotransferase_Level": 12.21957675, + "Creatinine_Level": 0.816077677, + "LDH_Level": 113.6812871, + "Calcium_Level": 10.23549293, + "Phosphorus_Level": 4.009261485, + "Glucose_Level": 119.8940825, + "Potassium_Level": 4.19028467, + "Sodium_Level": 138.6560648, + "Smoking_Pack_Years": 19.5241735 + }, + { + "Age": 74, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 49.10397426, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 11.84485724, + "White_Blood_Cell_Count": 4.607583267, + "Platelet_Count": 371.7797415, + "Albumin_Level": 4.148735877, + "Alkaline_Phosphatase_Level": 83.83719852, + "Alanine_Aminotransferase_Level": 35.30726787, + "Aspartate_Aminotransferase_Level": 36.36348531, + "Creatinine_Level": 1.335396303, + "LDH_Level": 189.4498414, + "Calcium_Level": 9.077860956, + "Phosphorus_Level": 3.288901818, + "Glucose_Level": 99.13576949, + "Potassium_Level": 4.29745274, + "Sodium_Level": 135.3716346, + "Smoking_Pack_Years": 46.4973044 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 23.90678331, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.04022824, + "White_Blood_Cell_Count": 7.374051682, + "Platelet_Count": 230.9409863, + "Albumin_Level": 3.1580395, + "Alkaline_Phosphatase_Level": 35.46966158, + "Alanine_Aminotransferase_Level": 27.20347306, + "Aspartate_Aminotransferase_Level": 35.43249867, + "Creatinine_Level": 1.45900445, + "LDH_Level": 139.5438879, + "Calcium_Level": 8.706424543, + "Phosphorus_Level": 3.491116207, + "Glucose_Level": 77.57963355, + "Potassium_Level": 4.579836728, + "Sodium_Level": 144.6965705, + "Smoking_Pack_Years": 10.50933227 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.67945922, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.4358776, + "White_Blood_Cell_Count": 4.291309581, + "Platelet_Count": 370.4639007, + "Albumin_Level": 4.757740338, + "Alkaline_Phosphatase_Level": 80.08115457, + "Alanine_Aminotransferase_Level": 23.38952741, + "Aspartate_Aminotransferase_Level": 27.51967102, + "Creatinine_Level": 1.211599958, + "LDH_Level": 160.1708193, + "Calcium_Level": 8.807226048, + "Phosphorus_Level": 3.112511186, + "Glucose_Level": 126.4145919, + "Potassium_Level": 4.081631859, + "Sodium_Level": 144.4342686, + "Smoking_Pack_Years": 53.84859536 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 15.00527789, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 35, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 16.67670985, + "White_Blood_Cell_Count": 9.764327601, + "Platelet_Count": 307.8478952, + "Albumin_Level": 3.740021507, + "Alkaline_Phosphatase_Level": 108.5382642, + "Alanine_Aminotransferase_Level": 11.9239072, + "Aspartate_Aminotransferase_Level": 15.60755366, + "Creatinine_Level": 1.021135565, + "LDH_Level": 151.904762, + "Calcium_Level": 10.00067584, + "Phosphorus_Level": 3.945646733, + "Glucose_Level": 138.6437842, + "Potassium_Level": 4.621276076, + "Sodium_Level": 144.283373, + "Smoking_Pack_Years": 11.59111605 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 21.18648562, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.07767245, + "White_Blood_Cell_Count": 5.909143666, + "Platelet_Count": 160.753959, + "Albumin_Level": 4.636531637, + "Alkaline_Phosphatase_Level": 37.256231, + "Alanine_Aminotransferase_Level": 23.60769777, + "Aspartate_Aminotransferase_Level": 47.98352826, + "Creatinine_Level": 1.03808796, + "LDH_Level": 107.7372518, + "Calcium_Level": 8.906946504, + "Phosphorus_Level": 4.556563522, + "Glucose_Level": 80.54533485, + "Potassium_Level": 4.466382345, + "Sodium_Level": 136.5436311, + "Smoking_Pack_Years": 79.59802143 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.08332784, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.85047542, + "White_Blood_Cell_Count": 5.293259349, + "Platelet_Count": 421.3279623, + "Albumin_Level": 3.289136616, + "Alkaline_Phosphatase_Level": 105.2208426, + "Alanine_Aminotransferase_Level": 35.73215035, + "Aspartate_Aminotransferase_Level": 17.47081291, + "Creatinine_Level": 0.725547632, + "LDH_Level": 144.6507774, + "Calcium_Level": 9.79543398, + "Phosphorus_Level": 4.270714974, + "Glucose_Level": 120.6397697, + "Potassium_Level": 4.648894518, + "Sodium_Level": 136.8714162, + "Smoking_Pack_Years": 35.79605333 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 50.74167057, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.57588153, + "White_Blood_Cell_Count": 9.846887835, + "Platelet_Count": 214.2752192, + "Albumin_Level": 3.265192539, + "Alkaline_Phosphatase_Level": 42.81118183, + "Alanine_Aminotransferase_Level": 39.70719955, + "Aspartate_Aminotransferase_Level": 23.71535533, + "Creatinine_Level": 1.188334031, + "LDH_Level": 124.825324, + "Calcium_Level": 9.101190353, + "Phosphorus_Level": 3.860937997, + "Glucose_Level": 94.4073357, + "Potassium_Level": 3.902798567, + "Sodium_Level": 144.5986226, + "Smoking_Pack_Years": 38.90876585 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 94.42465636, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.38235414, + "White_Blood_Cell_Count": 9.163643191, + "Platelet_Count": 207.1218335, + "Albumin_Level": 4.322169966, + "Alkaline_Phosphatase_Level": 83.98554727, + "Alanine_Aminotransferase_Level": 17.79645865, + "Aspartate_Aminotransferase_Level": 15.3952375, + "Creatinine_Level": 1.43872964, + "LDH_Level": 178.2010045, + "Calcium_Level": 9.991869488, + "Phosphorus_Level": 2.582546365, + "Glucose_Level": 102.4185135, + "Potassium_Level": 4.993437091, + "Sodium_Level": 136.0423749, + "Smoking_Pack_Years": 47.18992053 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.16900343, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.83849222, + "White_Blood_Cell_Count": 9.384322779, + "Platelet_Count": 359.9406034, + "Albumin_Level": 4.823532394, + "Alkaline_Phosphatase_Level": 46.44589712, + "Alanine_Aminotransferase_Level": 36.82458442, + "Aspartate_Aminotransferase_Level": 12.59325219, + "Creatinine_Level": 0.619153124, + "LDH_Level": 211.3093191, + "Calcium_Level": 10.17917699, + "Phosphorus_Level": 2.85204355, + "Glucose_Level": 111.9555217, + "Potassium_Level": 4.189203172, + "Sodium_Level": 141.786452, + "Smoking_Pack_Years": 66.23444863 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 24.12853506, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 11, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 10.63691054, + "White_Blood_Cell_Count": 9.430314154, + "Platelet_Count": 194.6085547, + "Albumin_Level": 3.300356391, + "Alkaline_Phosphatase_Level": 79.10504776, + "Alanine_Aminotransferase_Level": 19.94449575, + "Aspartate_Aminotransferase_Level": 45.77995735, + "Creatinine_Level": 1.118633055, + "LDH_Level": 190.5498373, + "Calcium_Level": 9.877511314, + "Phosphorus_Level": 3.629006129, + "Glucose_Level": 103.4299621, + "Potassium_Level": 4.94931976, + "Sodium_Level": 139.3535635, + "Smoking_Pack_Years": 56.08886756 + }, + { + "Age": 75, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.16420096, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 66, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 16.79576066, + "White_Blood_Cell_Count": 9.569822529, + "Platelet_Count": 412.1805186, + "Albumin_Level": 4.42492114, + "Alkaline_Phosphatase_Level": 33.08072239, + "Alanine_Aminotransferase_Level": 31.45281398, + "Aspartate_Aminotransferase_Level": 35.49425802, + "Creatinine_Level": 0.506837287, + "LDH_Level": 184.4490538, + "Calcium_Level": 8.007197112, + "Phosphorus_Level": 3.838012135, + "Glucose_Level": 140.1264786, + "Potassium_Level": 4.66759513, + "Sodium_Level": 137.4083548, + "Smoking_Pack_Years": 7.133799521 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 29.54041665, + "Tumor_Location": "Middle 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87.50339023, + "Potassium_Level": 4.91198934, + "Sodium_Level": 144.494408, + "Smoking_Pack_Years": 90.31842549 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.15345014, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 28, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.80879114, + "White_Blood_Cell_Count": 8.222132919, + "Platelet_Count": 421.9376108, + "Albumin_Level": 3.831607103, + "Alkaline_Phosphatase_Level": 103.7210426, + "Alanine_Aminotransferase_Level": 24.55890261, + "Aspartate_Aminotransferase_Level": 14.40052124, + "Creatinine_Level": 0.81706379, + "LDH_Level": 127.8572075, + "Calcium_Level": 8.348617227, + "Phosphorus_Level": 4.110670433, + "Glucose_Level": 145.6744758, + "Potassium_Level": 3.951159346, + "Sodium_Level": 144.9251597, + "Smoking_Pack_Years": 8.038415241 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.09973982, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.89852178, + "White_Blood_Cell_Count": 3.856246028, + "Platelet_Count": 180.2073788, + "Albumin_Level": 4.67416504, + "Alkaline_Phosphatase_Level": 119.0305951, + "Alanine_Aminotransferase_Level": 32.98376319, + "Aspartate_Aminotransferase_Level": 47.3107302, + "Creatinine_Level": 1.441450482, + "LDH_Level": 155.0481692, + "Calcium_Level": 8.546760923, + "Phosphorus_Level": 4.665354143, + "Glucose_Level": 121.6689676, + "Potassium_Level": 3.919407662, + "Sodium_Level": 139.6870198, + "Smoking_Pack_Years": 8.967752249 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.69455476, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.75528746, + "White_Blood_Cell_Count": 9.230964607, + "Platelet_Count": 319.8367654, + "Albumin_Level": 4.572769571, + "Alkaline_Phosphatase_Level": 100.8774126, + "Alanine_Aminotransferase_Level": 20.11668499, + "Aspartate_Aminotransferase_Level": 35.23222701, + "Creatinine_Level": 0.547280033, + "LDH_Level": 119.3383996, + "Calcium_Level": 9.399017883, + "Phosphorus_Level": 4.358849375, + "Glucose_Level": 144.606066, + "Potassium_Level": 4.037193385, + "Sodium_Level": 144.8127782, + "Smoking_Pack_Years": 67.7043846 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 33.1622413, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 3, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 12.70709387, + "White_Blood_Cell_Count": 6.97759266, + "Platelet_Count": 181.0160836, + "Albumin_Level": 4.254368429, + "Alkaline_Phosphatase_Level": 69.41482806, + "Alanine_Aminotransferase_Level": 15.76468218, + "Aspartate_Aminotransferase_Level": 15.58620991, + "Creatinine_Level": 0.780995208, + "LDH_Level": 230.007494, + "Calcium_Level": 9.008358423, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 85.33641718, + "Alanine_Aminotransferase_Level": 29.30724903, + "Aspartate_Aminotransferase_Level": 35.52707667, + "Creatinine_Level": 1.194055694, + "LDH_Level": 172.2858918, + "Calcium_Level": 9.887207974, + "Phosphorus_Level": 4.336370824, + "Glucose_Level": 117.4645237, + "Potassium_Level": 4.511556787, + "Sodium_Level": 144.7226456, + "Smoking_Pack_Years": 18.23906197 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 25.53487706, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 13.09016879, + "White_Blood_Cell_Count": 8.147823573, + "Platelet_Count": 408.665999, + "Albumin_Level": 4.65759543, + "Alkaline_Phosphatase_Level": 50.00058521, + "Alanine_Aminotransferase_Level": 18.67705952, + "Aspartate_Aminotransferase_Level": 28.83420991, + "Creatinine_Level": 1.117916545, + "LDH_Level": 107.2378789, + "Calcium_Level": 8.400347737, + "Phosphorus_Level": 3.409634665, + "Glucose_Level": 116.0391485, + "Potassium_Level": 4.480247874, + "Sodium_Level": 138.2333557, + "Smoking_Pack_Years": 0.571726712 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 80.7930712, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.82480411, + "White_Blood_Cell_Count": 9.619769023, + "Platelet_Count": 212.9880596, + "Albumin_Level": 3.111366357, + "Alkaline_Phosphatase_Level": 60.86542948, + "Alanine_Aminotransferase_Level": 31.09255426, + "Aspartate_Aminotransferase_Level": 34.07140806, + "Creatinine_Level": 0.86449287, + "LDH_Level": 188.56739, + 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"Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 179, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 16.81041717, + "White_Blood_Cell_Count": 9.885776534, + "Platelet_Count": 287.8016767, + "Albumin_Level": 3.184270595, + "Alkaline_Phosphatase_Level": 101.7855779, + "Alanine_Aminotransferase_Level": 18.32754274, + "Aspartate_Aminotransferase_Level": 24.73491718, + "Creatinine_Level": 0.903097604, + "LDH_Level": 180.4886704, + "Calcium_Level": 10.48511445, + "Phosphorus_Level": 3.030531323, + "Glucose_Level": 75.98498839, + "Potassium_Level": 4.683927083, + "Sodium_Level": 139.6617234, + "Smoking_Pack_Years": 0.233567858 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.28936005, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 10.81622349, + "White_Blood_Cell_Count": 6.314601997, + "Platelet_Count": 375.4413666, + "Albumin_Level": 4.462930139, + "Alkaline_Phosphatase_Level": 31.63285688, + "Alanine_Aminotransferase_Level": 24.81444073, + "Aspartate_Aminotransferase_Level": 31.24786741, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.49804541, + "White_Blood_Cell_Count": 4.611685371, + "Platelet_Count": 391.4297686, + "Albumin_Level": 3.034325085, + "Alkaline_Phosphatase_Level": 46.90559431, + "Alanine_Aminotransferase_Level": 20.15875108, + "Aspartate_Aminotransferase_Level": 45.91499654, + "Creatinine_Level": 1.028784471, + "LDH_Level": 108.4773305, + "Calcium_Level": 8.692635144, + "Phosphorus_Level": 3.418018964, + "Glucose_Level": 118.6910014, + "Potassium_Level": 3.968020442, + "Sodium_Level": 142.6123644, + "Smoking_Pack_Years": 64.58818707 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.02372444, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.68904413, + "White_Blood_Cell_Count": 4.836099464, + "Platelet_Count": 306.177814, + "Albumin_Level": 3.166621144, + "Alkaline_Phosphatase_Level": 99.65435512, + "Alanine_Aminotransferase_Level": 12.57514263, + "Aspartate_Aminotransferase_Level": 17.49859467, + "Creatinine_Level": 0.748050549, + "LDH_Level": 218.0650126, + "Calcium_Level": 10.18864747, + "Phosphorus_Level": 4.007901293, + "Glucose_Level": 131.4320646, + "Potassium_Level": 4.630658695, + "Sodium_Level": 135.6386239, + "Smoking_Pack_Years": 46.66152553 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.76334274, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 75, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.67858689, + "White_Blood_Cell_Count": 8.190191026, + "Platelet_Count": 289.9862368, + "Albumin_Level": 3.614193382, + "Alkaline_Phosphatase_Level": 52.59191843, + "Alanine_Aminotransferase_Level": 33.78444232, + "Aspartate_Aminotransferase_Level": 23.41394251, + "Creatinine_Level": 0.509209467, + "LDH_Level": 219.4125845, + "Calcium_Level": 8.760630505, + "Phosphorus_Level": 4.496946377, + "Glucose_Level": 118.9563432, + "Potassium_Level": 4.024309649, + "Sodium_Level": 142.5193792, + "Smoking_Pack_Years": 63.9415161 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.21777513, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 16.38503543, + "White_Blood_Cell_Count": 5.327234328, + "Platelet_Count": 433.2456805, + "Albumin_Level": 3.60069148, + "Alkaline_Phosphatase_Level": 59.78361369, + "Alanine_Aminotransferase_Level": 25.32899828, + "Aspartate_Aminotransferase_Level": 39.81787956, + "Creatinine_Level": 0.957884424, + "LDH_Level": 106.7485168, + "Calcium_Level": 8.065106392, + "Phosphorus_Level": 2.737323869, + "Glucose_Level": 82.98276958, + "Potassium_Level": 3.558340058, + "Sodium_Level": 141.8284417, + "Smoking_Pack_Years": 33.41527049 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.35357917, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 11.17314468, + "White_Blood_Cell_Count": 8.801304374, + "Platelet_Count": 210.1776399, + "Albumin_Level": 4.428978814, + "Alkaline_Phosphatase_Level": 62.62267052, + "Alanine_Aminotransferase_Level": 9.62093915, + "Aspartate_Aminotransferase_Level": 35.06261867, + "Creatinine_Level": 0.701746285, + "LDH_Level": 230.1790025, + "Calcium_Level": 8.114066954, + "Phosphorus_Level": 3.751656507, + "Glucose_Level": 107.9905151, + "Potassium_Level": 4.942955313, + "Sodium_Level": 141.3770641, + "Smoking_Pack_Years": 42.93499131 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.0133153, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 70, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 173, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 14.78412695, + "White_Blood_Cell_Count": 7.941284941, + "Platelet_Count": 156.2057274, + "Albumin_Level": 4.824320086, + "Alkaline_Phosphatase_Level": 98.31261673, + "Alanine_Aminotransferase_Level": 32.30008962, + "Aspartate_Aminotransferase_Level": 34.77133856, + "Creatinine_Level": 1.445240582, + "LDH_Level": 222.561557, + "Calcium_Level": 10.19408757, + "Phosphorus_Level": 3.776594011, + "Glucose_Level": 116.386111, + "Potassium_Level": 4.259881303, + "Sodium_Level": 138.9128597, + "Smoking_Pack_Years": 43.44138723 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 37.64315776, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 50, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 11.31081403, + "White_Blood_Cell_Count": 5.977207002, + "Platelet_Count": 281.7462516, + "Albumin_Level": 4.605484864, + "Alkaline_Phosphatase_Level": 91.37852912, + "Alanine_Aminotransferase_Level": 22.20497347, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 14.15378249, + "White_Blood_Cell_Count": 4.734642475, + "Platelet_Count": 241.2735912, + "Albumin_Level": 3.515239651, + "Alkaline_Phosphatase_Level": 62.85888172, + "Alanine_Aminotransferase_Level": 28.04262784, + "Aspartate_Aminotransferase_Level": 25.2615454, + "Creatinine_Level": 1.387067251, + "LDH_Level": 181.0199442, + "Calcium_Level": 9.358441442, + "Phosphorus_Level": 2.879028753, + "Glucose_Level": 141.3711717, + "Potassium_Level": 4.840816441, + "Sodium_Level": 144.0397397, + "Smoking_Pack_Years": 34.66160936 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 48.71267111, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.84994751, + "White_Blood_Cell_Count": 6.952981267, + "Platelet_Count": 362.6168974, + "Albumin_Level": 4.602331032, + "Alkaline_Phosphatase_Level": 105.0809983, + "Alanine_Aminotransferase_Level": 38.36615739, + "Aspartate_Aminotransferase_Level": 40.19093974, + "Creatinine_Level": 0.867397386, + "LDH_Level": 142.5152177, + "Calcium_Level": 9.754113722, + "Phosphorus_Level": 3.227328666, + "Glucose_Level": 76.71258425, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 26.22610344, + "Aspartate_Aminotransferase_Level": 43.04170125, + "Creatinine_Level": 1.361244447, + "LDH_Level": 157.261757, + "Calcium_Level": 9.548969386, + "Phosphorus_Level": 4.350510901, + "Glucose_Level": 101.4716066, + "Potassium_Level": 4.354764981, + "Sodium_Level": 142.6533164, + "Smoking_Pack_Years": 93.37767767 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.21998086, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.43893954, + "White_Blood_Cell_Count": 4.040803023, + "Platelet_Count": 156.7281112, + "Albumin_Level": 3.214602706, + "Alkaline_Phosphatase_Level": 93.02987789, + "Alanine_Aminotransferase_Level": 38.20762582, + "Aspartate_Aminotransferase_Level": 19.66566647, + "Creatinine_Level": 0.664758962, + "LDH_Level": 164.2041648, + "Calcium_Level": 8.905402391, + "Phosphorus_Level": 3.716405612, + "Glucose_Level": 88.97075584, + "Potassium_Level": 4.211806221, + "Sodium_Level": 143.0351466, + "Smoking_Pack_Years": 89.26889185 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.74595275, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 10.91579893, + "White_Blood_Cell_Count": 4.938259578, + "Platelet_Count": 405.489358, + "Albumin_Level": 4.166291903, + "Alkaline_Phosphatase_Level": 106.1076452, + "Alanine_Aminotransferase_Level": 14.74738957, + "Aspartate_Aminotransferase_Level": 48.3956191, + "Creatinine_Level": 1.172402568, + "LDH_Level": 225.1403609, + "Calcium_Level": 9.407157593, + "Phosphorus_Level": 3.488188618, + "Glucose_Level": 99.70232809, + "Potassium_Level": 3.63512374, + "Sodium_Level": 137.6391222, + "Smoking_Pack_Years": 19.53663105 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 26.57690431, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.51250434, + "White_Blood_Cell_Count": 8.44451104, + "Platelet_Count": 175.059225, + "Albumin_Level": 3.895515346, + "Alkaline_Phosphatase_Level": 61.33228009, + "Alanine_Aminotransferase_Level": 35.73613261, + "Aspartate_Aminotransferase_Level": 49.20804108, + "Creatinine_Level": 1.354334813, + "LDH_Level": 234.4150201, + "Calcium_Level": 8.908153779, + "Phosphorus_Level": 3.254837227, + "Glucose_Level": 97.72631933, + "Potassium_Level": 4.075719659, + "Sodium_Level": 141.7575715, + "Smoking_Pack_Years": 45.1633752 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 19.4941709, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 18, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.25933635, + "White_Blood_Cell_Count": 6.863618298, + "Platelet_Count": 310.6387411, + "Albumin_Level": 3.568271453, + "Alkaline_Phosphatase_Level": 37.1007683, + "Alanine_Aminotransferase_Level": 39.48202963, + "Aspartate_Aminotransferase_Level": 26.4169592, + "Creatinine_Level": 0.604700337, + "LDH_Level": 241.9249062, + "Calcium_Level": 9.832833158, + "Phosphorus_Level": 2.729054149, + "Glucose_Level": 78.51788659, + "Potassium_Level": 3.774285183, + "Sodium_Level": 138.7627454, + "Smoking_Pack_Years": 85.77280725 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.24284645, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 30, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 17.03014854, + "White_Blood_Cell_Count": 4.831511624, + "Platelet_Count": 336.0412581, + "Albumin_Level": 3.286881184, + "Alkaline_Phosphatase_Level": 78.19170377, + "Alanine_Aminotransferase_Level": 35.76042821, + "Aspartate_Aminotransferase_Level": 29.57965597, + "Creatinine_Level": 1.156800525, + "LDH_Level": 165.413288, + "Calcium_Level": 9.744437085, + "Phosphorus_Level": 2.941095222, + "Glucose_Level": 126.3403027, + "Potassium_Level": 3.89273014, + "Sodium_Level": 144.2941658, + "Smoking_Pack_Years": 64.50946854 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.68088814, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.90668942, + "White_Blood_Cell_Count": 5.060992507, + "Platelet_Count": 186.6642145, + "Albumin_Level": 4.959489757, + "Alkaline_Phosphatase_Level": 65.94726237, + "Alanine_Aminotransferase_Level": 27.37707096, + "Aspartate_Aminotransferase_Level": 22.20863132, + "Creatinine_Level": 1.126087683, + "LDH_Level": 234.8325919, + "Calcium_Level": 8.406733255, + "Phosphorus_Level": 3.80736853, + "Glucose_Level": 140.3361148, + "Potassium_Level": 4.502179525, + "Sodium_Level": 140.7422517, + "Smoking_Pack_Years": 10.63604652 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.08677023, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 107, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.22391168, + "White_Blood_Cell_Count": 5.138618683, + "Platelet_Count": 242.2836955, + "Albumin_Level": 4.912518949, + "Alkaline_Phosphatase_Level": 77.88846199, + "Alanine_Aminotransferase_Level": 39.56031879, + "Aspartate_Aminotransferase_Level": 13.4287213, + "Creatinine_Level": 1.062774921, + "LDH_Level": 182.4610171, + "Calcium_Level": 8.510202597, + "Phosphorus_Level": 3.210871354, + "Glucose_Level": 138.7248247, + "Potassium_Level": 4.234817433, + "Sodium_Level": 135.1459473, + "Smoking_Pack_Years": 31.03135659 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.27395198, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 32, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", 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"Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 11.57489693, + "White_Blood_Cell_Count": 6.953770621, + "Platelet_Count": 312.3196455, + "Albumin_Level": 4.85492559, + "Alkaline_Phosphatase_Level": 117.6597532, + "Alanine_Aminotransferase_Level": 16.96398187, + "Aspartate_Aminotransferase_Level": 35.56151202, + "Creatinine_Level": 0.952821782, + "LDH_Level": 177.8182119, + "Calcium_Level": 9.86197361, + "Phosphorus_Level": 4.584476858, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 10.05498061, + "White_Blood_Cell_Count": 3.86811016, + "Platelet_Count": 445.9583807, + "Albumin_Level": 4.341313003, + "Alkaline_Phosphatase_Level": 40.15791349, + "Alanine_Aminotransferase_Level": 16.2923916, + "Aspartate_Aminotransferase_Level": 11.45532259, + "Creatinine_Level": 1.490884494, + "LDH_Level": 236.5508417, + "Calcium_Level": 8.493371871, + "Phosphorus_Level": 3.331741276, + "Glucose_Level": 75.04076627, + "Potassium_Level": 4.179799745, + "Sodium_Level": 136.2489245, + "Smoking_Pack_Years": 12.68386847 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 96.08638921, + "Alanine_Aminotransferase_Level": 7.871009015, + "Aspartate_Aminotransferase_Level": 49.02314165, + "Creatinine_Level": 0.6416671, + "LDH_Level": 152.3964889, + "Calcium_Level": 8.10957137, + "Phosphorus_Level": 4.406095474, + "Glucose_Level": 88.96003459, + "Potassium_Level": 4.779047054, + "Sodium_Level": 138.6728095, + "Smoking_Pack_Years": 77.27634893 + }, + { + "Age": 66, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 70.14718252, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.19706156, + "White_Blood_Cell_Count": 7.69821951, + "Platelet_Count": 170.2329104, + "Albumin_Level": 3.589383659, + "Alkaline_Phosphatase_Level": 78.68769725, + "Alanine_Aminotransferase_Level": 8.915279507, + "Aspartate_Aminotransferase_Level": 40.42103776, + "Creatinine_Level": 1.275696607, + "LDH_Level": 212.2526459, + "Calcium_Level": 8.837213053, + "Phosphorus_Level": 4.296722773, + "Glucose_Level": 110.6174445, + "Potassium_Level": 4.164356545, + "Sodium_Level": 140.8519775, + "Smoking_Pack_Years": 13.10843141 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 11.43065966, + "White_Blood_Cell_Count": 5.078346843, + "Platelet_Count": 215.6947367, + "Albumin_Level": 3.765515014, + "Alkaline_Phosphatase_Level": 65.52052497, + "Alanine_Aminotransferase_Level": 37.90291424, + "Aspartate_Aminotransferase_Level": 16.15247491, + "Creatinine_Level": 1.123765721, + "LDH_Level": 197.7702213, + "Calcium_Level": 9.481495881, + "Phosphorus_Level": 4.789938875, + "Glucose_Level": 102.1971661, + "Potassium_Level": 4.111933376, + "Sodium_Level": 141.2520412, + "Smoking_Pack_Years": 78.50352396 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.24419472, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 12, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.90931381, + "White_Blood_Cell_Count": 7.545025688, + "Platelet_Count": 229.0153865, + "Albumin_Level": 4.827968613, + "Alkaline_Phosphatase_Level": 40.49552842, + "Alanine_Aminotransferase_Level": 30.05019214, + "Aspartate_Aminotransferase_Level": 24.28905307, + "Creatinine_Level": 1.335276181, + "LDH_Level": 179.1707663, + "Calcium_Level": 9.313383616, + "Phosphorus_Level": 3.116012583, + "Glucose_Level": 86.97838567, + "Potassium_Level": 4.835085887, + "Sodium_Level": 142.9809288, + "Smoking_Pack_Years": 61.1277542 + }, + { + "Age": 43, + "Gender": "Male", 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219.0450368, + "Calcium_Level": 9.768399445, + "Phosphorus_Level": 3.442700094, + "Glucose_Level": 108.4961142, + "Potassium_Level": 4.357983591, + "Sodium_Level": 144.1493669, + "Smoking_Pack_Years": 9.4267346 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 80.40200313, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 113, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 17.7404508, + "White_Blood_Cell_Count": 7.309450554, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.17702507, + "White_Blood_Cell_Count": 6.854742349, + "Platelet_Count": 267.7441638, + "Albumin_Level": 4.712898993, + "Alkaline_Phosphatase_Level": 78.70186355, + "Alanine_Aminotransferase_Level": 9.257691769, + "Aspartate_Aminotransferase_Level": 47.2164493, + "Creatinine_Level": 0.906538, + "LDH_Level": 113.2753273, + "Calcium_Level": 9.139815978, + "Phosphorus_Level": 3.222908599, + "Glucose_Level": 102.549543, + "Potassium_Level": 3.741597827, + "Sodium_Level": 139.059954, + "Smoking_Pack_Years": 73.71650121 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.50844036, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "African 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46.82891931 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 53.16598693, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 108, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 10.02100882, + "White_Blood_Cell_Count": 4.323072837, + "Platelet_Count": 429.7769109, + "Albumin_Level": 3.963012005, + "Alkaline_Phosphatase_Level": 118.6778698, + "Alanine_Aminotransferase_Level": 37.0183275, + "Aspartate_Aminotransferase_Level": 43.23775625, + "Creatinine_Level": 1.332289594, + "LDH_Level": 161.3842515, + "Calcium_Level": 9.462492111, + "Phosphorus_Level": 3.806876505, + "Glucose_Level": 88.58854455, + "Potassium_Level": 3.707133995, + "Sodium_Level": 137.7349632, + "Smoking_Pack_Years": 63.76849399 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.17605, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.67067211, + 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"Creatinine_Level": 1.079966211, + "LDH_Level": 140.8911514, + "Calcium_Level": 9.939214117, + "Phosphorus_Level": 3.148861893, + "Glucose_Level": 70.81958471, + "Potassium_Level": 4.399900383, + "Sodium_Level": 135.0976507, + "Smoking_Pack_Years": 2.936880994 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 56.17382942, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 11, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 13.52944156, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.31771867, + "White_Blood_Cell_Count": 4.537271619, + "Platelet_Count": 258.0966508, + "Albumin_Level": 3.453080497, + "Alkaline_Phosphatase_Level": 119.6132366, + "Alanine_Aminotransferase_Level": 15.57806373, + "Aspartate_Aminotransferase_Level": 44.0955544, + "Creatinine_Level": 1.401636253, + "LDH_Level": 243.9502235, + "Calcium_Level": 9.636585323, + "Phosphorus_Level": 2.631456546, + "Glucose_Level": 139.935741, + "Potassium_Level": 4.314866086, + "Sodium_Level": 143.426125, + "Smoking_Pack_Years": 88.86729999 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.44105113, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 10.48248753, + "Creatinine_Level": 0.51638067, + "LDH_Level": 140.7963374, + "Calcium_Level": 8.37753813, + "Phosphorus_Level": 4.076068049, + "Glucose_Level": 139.5109971, + "Potassium_Level": 4.07897397, + "Sodium_Level": 140.9053449, + "Smoking_Pack_Years": 38.86266432 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 80.7388364, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 124, + "Blood_Pressure_Diastolic": 68, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.57327651, + "White_Blood_Cell_Count": 8.225716034, + "Platelet_Count": 370.9302386, + "Albumin_Level": 4.13183495, + "Alkaline_Phosphatase_Level": 104.6274973, + "Alanine_Aminotransferase_Level": 39.07861386, + "Aspartate_Aminotransferase_Level": 43.91939662, + "Creatinine_Level": 1.472982463, + "LDH_Level": 107.2388833, + "Calcium_Level": 9.605213066, + "Phosphorus_Level": 4.416855143, + "Glucose_Level": 82.26967215, + "Potassium_Level": 3.997927184, + "Sodium_Level": 144.7406938, + "Smoking_Pack_Years": 80.50810837 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.41435192, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 114, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 132, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.41806413, + "White_Blood_Cell_Count": 5.928506581, + "Platelet_Count": 239.5670224, + "Albumin_Level": 4.217037541, + "Alkaline_Phosphatase_Level": 99.48852339, + "Alanine_Aminotransferase_Level": 6.858460526, + "Aspartate_Aminotransferase_Level": 18.50850283, + "Creatinine_Level": 0.907784384, + "LDH_Level": 140.8227738, + "Calcium_Level": 9.563319066, + "Phosphorus_Level": 3.748605648, + "Glucose_Level": 105.8893304, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 14.38052153, + "White_Blood_Cell_Count": 6.79705997, + "Platelet_Count": 377.0659287, + "Albumin_Level": 3.991174255, + "Alkaline_Phosphatase_Level": 87.9429944, + "Alanine_Aminotransferase_Level": 6.576548809, + "Aspartate_Aminotransferase_Level": 45.38606365, + "Creatinine_Level": 1.166990848, + "LDH_Level": 239.4843981, + "Calcium_Level": 9.775615244, + "Phosphorus_Level": 4.007710139, + "Glucose_Level": 143.7544162, + "Potassium_Level": 4.526427226, + "Sodium_Level": 141.4226941, + "Smoking_Pack_Years": 90.36609787 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 46.83308007, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.90943129, + "White_Blood_Cell_Count": 9.382929691, + "Platelet_Count": 285.5203648, + "Albumin_Level": 3.895701376, + "Alkaline_Phosphatase_Level": 87.570324, + "Alanine_Aminotransferase_Level": 33.6285485, + "Aspartate_Aminotransferase_Level": 35.65943198, + "Creatinine_Level": 0.963999741, + "LDH_Level": 233.5240432, + "Calcium_Level": 9.142417805, + "Phosphorus_Level": 4.261682716, + "Glucose_Level": 86.28478238, + "Potassium_Level": 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+ "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.97820979, + "White_Blood_Cell_Count": 8.645247577, + "Platelet_Count": 216.5134996, + "Albumin_Level": 3.616102599, + "Alkaline_Phosphatase_Level": 105.1223389, + "Alanine_Aminotransferase_Level": 20.91321605, + "Aspartate_Aminotransferase_Level": 41.3036235, + "Creatinine_Level": 0.821478553, + "LDH_Level": 177.4289682, + "Calcium_Level": 10.22654501, + "Phosphorus_Level": 4.114218744, + "Glucose_Level": 120.8533635, + "Potassium_Level": 4.672614429, + "Sodium_Level": 139.9722967, + "Smoking_Pack_Years": 57.5879565 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 72.91723956, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + 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22.04282431, + "Aspartate_Aminotransferase_Level": 10.28566163, + "Creatinine_Level": 0.917329721, + "LDH_Level": 114.7176105, + "Calcium_Level": 9.504080403, + "Phosphorus_Level": 4.090899034, + "Glucose_Level": 107.0061678, + "Potassium_Level": 3.546215907, + "Sodium_Level": 143.4357067, + "Smoking_Pack_Years": 92.75040142 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 22.1963273, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 12.08958229, + "White_Blood_Cell_Count": 4.169222566, + "Platelet_Count": 320.7442723, + "Albumin_Level": 4.587599134, + "Alkaline_Phosphatase_Level": 108.6330689, + "Alanine_Aminotransferase_Level": 16.33140329, + "Aspartate_Aminotransferase_Level": 32.91655262, + "Creatinine_Level": 0.933481577, + "LDH_Level": 144.4317226, + "Calcium_Level": 9.332087854, + "Phosphorus_Level": 2.578803413, + "Glucose_Level": 85.65243415, + "Potassium_Level": 3.649232554, + "Sodium_Level": 138.5886996, + "Smoking_Pack_Years": 5.334860796 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.52636095, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 13, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 16.53439544, + "White_Blood_Cell_Count": 4.146958273, + "Platelet_Count": 319.2513527, + "Albumin_Level": 3.69331623, + "Alkaline_Phosphatase_Level": 48.94406735, + "Alanine_Aminotransferase_Level": 7.742497036, + "Aspartate_Aminotransferase_Level": 35.72525628, + "Creatinine_Level": 0.982862138, + "LDH_Level": 154.4293831, + "Calcium_Level": 10.00793866, + "Phosphorus_Level": 3.249033531, + "Glucose_Level": 111.8567392, + "Potassium_Level": 3.632658795, + "Sodium_Level": 144.7429516, + "Smoking_Pack_Years": 95.25891242 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.58761014, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 14.06987954, + "White_Blood_Cell_Count": 7.29541291, + "Platelet_Count": 214.8134785, + "Albumin_Level": 4.399864022, + "Alkaline_Phosphatase_Level": 118.435744, + "Alanine_Aminotransferase_Level": 6.602989788, + "Aspartate_Aminotransferase_Level": 30.50111063, + "Creatinine_Level": 0.998314817, + "LDH_Level": 129.5793181, + "Calcium_Level": 8.601850719, + "Phosphorus_Level": 3.749403396, + "Glucose_Level": 88.88610342, + "Potassium_Level": 3.673502586, + "Sodium_Level": 143.7452607, + "Smoking_Pack_Years": 16.54258691 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.51732299, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.48563079, + "White_Blood_Cell_Count": 4.205204805, + "Platelet_Count": 325.5049452, + "Albumin_Level": 4.908816892, + "Alkaline_Phosphatase_Level": 55.73831311, + "Alanine_Aminotransferase_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.49615032, + "White_Blood_Cell_Count": 9.656087466, + "Platelet_Count": 290.7966636, + "Albumin_Level": 3.056943238, + "Alkaline_Phosphatase_Level": 56.50438821, + "Alanine_Aminotransferase_Level": 21.20713629, + "Aspartate_Aminotransferase_Level": 36.09348443, + "Creatinine_Level": 1.309234183, + "LDH_Level": 227.0718258, + "Calcium_Level": 9.863851755, + "Phosphorus_Level": 4.220313945, + "Glucose_Level": 149.141606, + "Potassium_Level": 4.339172693, + "Sodium_Level": 137.8078505, + "Smoking_Pack_Years": 27.52621186 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.79755899, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 116, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.74848461, + "White_Blood_Cell_Count": 5.028046556, + "Platelet_Count": 337.3586947, + "Albumin_Level": 3.763514826, + "Alkaline_Phosphatase_Level": 37.08183956, + "Alanine_Aminotransferase_Level": 37.91175349, + "Aspartate_Aminotransferase_Level": 28.61312253, + "Creatinine_Level": 1.356926105, + "LDH_Level": 112.5656951, + "Calcium_Level": 10.40485708, + "Phosphorus_Level": 2.653712795, + "Glucose_Level": 130.9609184, + 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"Alanine_Aminotransferase_Level": 38.69588267, + "Aspartate_Aminotransferase_Level": 29.22340299, + "Creatinine_Level": 1.0462424, + "LDH_Level": 116.666339, + "Calcium_Level": 8.928107486, + "Phosphorus_Level": 3.160760038, + "Glucose_Level": 96.21969866, + "Potassium_Level": 4.483273217, + "Sodium_Level": 137.7425494, + "Smoking_Pack_Years": 23.31384749 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.94809005, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 111, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.84785062, + "White_Blood_Cell_Count": 7.71744909, + "Platelet_Count": 159.2824483, + "Albumin_Level": 3.139680272, + "Alkaline_Phosphatase_Level": 97.409907, + "Alanine_Aminotransferase_Level": 16.55976236, + "Aspartate_Aminotransferase_Level": 10.77147755, + "Creatinine_Level": 0.614559902, + "LDH_Level": 147.9174029, + "Calcium_Level": 8.974678393, + "Phosphorus_Level": 2.819823117, + "Glucose_Level": 79.6892418, + "Potassium_Level": 4.490189415, + "Sodium_Level": 141.3626027, + "Smoking_Pack_Years": 81.35995936 + }, + { + "Age": 32, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.00130763, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 77, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.73240831, + "White_Blood_Cell_Count": 5.346724615, + "Platelet_Count": 351.0086042, + "Albumin_Level": 3.034666387, + "Alkaline_Phosphatase_Level": 34.29576812, + "Alanine_Aminotransferase_Level": 30.74202234, + "Aspartate_Aminotransferase_Level": 20.55525481, + "Creatinine_Level": 0.536901453, + "LDH_Level": 224.7662001, + "Calcium_Level": 10.27078797, + "Phosphorus_Level": 2.988866739, + "Glucose_Level": 135.7481567, + "Potassium_Level": 4.79162333, + "Sodium_Level": 143.8900561, + "Smoking_Pack_Years": 97.59792363 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 68.76104644, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 13.04222371, + "White_Blood_Cell_Count": 9.439171164, + "Platelet_Count": 348.646969, + "Albumin_Level": 4.294390795, + "Alkaline_Phosphatase_Level": 101.0028937, + "Alanine_Aminotransferase_Level": 30.55942716, + "Aspartate_Aminotransferase_Level": 24.75695347, + "Creatinine_Level": 1.11135222, + "LDH_Level": 142.693186, + "Calcium_Level": 8.23050044, + "Phosphorus_Level": 3.54356988, + "Glucose_Level": 104.3579196, + "Potassium_Level": 4.732243331, + "Sodium_Level": 143.173963, + "Smoking_Pack_Years": 33.7069063 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 25.28814472, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 103, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.54394802, + "White_Blood_Cell_Count": 7.922750271, + "Platelet_Count": 170.2394958, + "Albumin_Level": 4.186426472, + "Alkaline_Phosphatase_Level": 99.20875046, + "Alanine_Aminotransferase_Level": 22.98815622, + "Aspartate_Aminotransferase_Level": 46.18862998, + "Creatinine_Level": 0.89629116, + "LDH_Level": 207.5963724, + "Calcium_Level": 10.09825631, + "Phosphorus_Level": 4.517992884, + "Glucose_Level": 72.64239587, + "Potassium_Level": 4.053383414, + "Sodium_Level": 144.3447958, + "Smoking_Pack_Years": 20.36548285 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.20895785, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.3879665, + "White_Blood_Cell_Count": 9.395068141, + "Platelet_Count": 154.7732864, + "Albumin_Level": 4.74047585, + "Alkaline_Phosphatase_Level": 79.09761279, + "Alanine_Aminotransferase_Level": 7.528058708, + "Aspartate_Aminotransferase_Level": 13.55908231, + "Creatinine_Level": 1.431933704, + "LDH_Level": 229.2868058, + "Calcium_Level": 9.138410892, + "Phosphorus_Level": 3.762880019, + "Glucose_Level": 80.02841158, + "Potassium_Level": 4.495542791, + "Sodium_Level": 136.601597, + "Smoking_Pack_Years": 66.72504832 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 92.71781787, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 87, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.27795719, + "White_Blood_Cell_Count": 8.639059257, + "Platelet_Count": 341.7818193, + "Albumin_Level": 4.653366703, + "Alkaline_Phosphatase_Level": 42.57846723, + "Alanine_Aminotransferase_Level": 38.09074439, + "Aspartate_Aminotransferase_Level": 36.11475713, + "Creatinine_Level": 1.336386091, + "LDH_Level": 206.7723678, + "Calcium_Level": 8.263548522, + "Phosphorus_Level": 4.23933382, + "Glucose_Level": 106.1570924, + "Potassium_Level": 3.849768787, + "Sodium_Level": 139.309153, + "Smoking_Pack_Years": 21.91719875 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 98.37108996, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 26, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 13.79634537, + "White_Blood_Cell_Count": 8.68712382, + "Platelet_Count": 337.9290291, + "Albumin_Level": 3.581022824, + "Alkaline_Phosphatase_Level": 110.6998227, + "Alanine_Aminotransferase_Level": 10.84708436, + "Aspartate_Aminotransferase_Level": 44.78070065, + "Creatinine_Level": 0.567303553, + "LDH_Level": 189.3880401, + "Calcium_Level": 9.059561738, + "Phosphorus_Level": 4.574972828, + "Glucose_Level": 89.45996185, + "Potassium_Level": 3.552822585, + "Sodium_Level": 139.6166559, + "Smoking_Pack_Years": 89.03097796 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.50423795, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.19879286, + "White_Blood_Cell_Count": 5.505794755, + "Platelet_Count": 321.5207511, + "Albumin_Level": 4.701192756, + "Alkaline_Phosphatase_Level": 43.31912747, + "Alanine_Aminotransferase_Level": 23.62814479, + "Aspartate_Aminotransferase_Level": 46.18958356, + "Creatinine_Level": 0.807054654, + "LDH_Level": 105.9777238, + "Calcium_Level": 8.49005001, + "Phosphorus_Level": 4.363768324, + "Glucose_Level": 133.2584691, + "Potassium_Level": 4.071989274, + "Sodium_Level": 142.2133586, + "Smoking_Pack_Years": 25.75035071 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 58.57361578, + "Tumor_Location": 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125.4899465, + "Potassium_Level": 4.793193284, + "Sodium_Level": 135.3510396, + "Smoking_Pack_Years": 51.23600129 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.00935496, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 83, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 16.74800994, + "White_Blood_Cell_Count": 6.164041867, + "Platelet_Count": 423.057279, + "Albumin_Level": 4.437338355, + "Alkaline_Phosphatase_Level": 75.09791778, + "Alanine_Aminotransferase_Level": 19.28119123, + "Aspartate_Aminotransferase_Level": 39.16576514, + "Creatinine_Level": 0.811072811, + "LDH_Level": 191.7146937, + "Calcium_Level": 8.237473697, + "Phosphorus_Level": 4.131212479, + "Glucose_Level": 109.6780764, + "Potassium_Level": 4.186282836, + "Sodium_Level": 139.4136407, + "Smoking_Pack_Years": 50.59005721 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.5263312, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 113, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 142, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 141, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.65401825, + "White_Blood_Cell_Count": 8.012829942, + "Platelet_Count": 372.2631566, + "Albumin_Level": 4.744442952, + "Alkaline_Phosphatase_Level": 43.57541188, + "Alanine_Aminotransferase_Level": 6.43707408, + "Aspartate_Aminotransferase_Level": 45.67451562, + "Creatinine_Level": 0.93341102, + "LDH_Level": 239.5866574, + "Calcium_Level": 9.312029229, + "Phosphorus_Level": 4.715071983, + "Glucose_Level": 97.15569861, + "Potassium_Level": 3.500199011, + "Sodium_Level": 135.6437067, + "Smoking_Pack_Years": 78.03734565 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 13.70768869, + "Tumor_Location": "Lower 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.90569316, + "White_Blood_Cell_Count": 8.868244194, + "Platelet_Count": 216.2358689, + "Albumin_Level": 3.416458009, + "Alkaline_Phosphatase_Level": 54.10127858, + "Alanine_Aminotransferase_Level": 35.76102939, + "Aspartate_Aminotransferase_Level": 26.97362327, + "Creatinine_Level": 1.295101713, + "LDH_Level": 189.7932091, + "Calcium_Level": 9.036360742, + "Phosphorus_Level": 3.947412881, + "Glucose_Level": 144.8678592, + "Potassium_Level": 3.636164069, + "Sodium_Level": 137.6533738, + "Smoking_Pack_Years": 41.38223811 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 28.56035241, + "Tumor_Location": 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"Alkaline_Phosphatase_Level": 85.75583641, + "Alanine_Aminotransferase_Level": 26.53174445, + "Aspartate_Aminotransferase_Level": 22.78160601, + "Creatinine_Level": 1.234484629, + "LDH_Level": 218.0652899, + "Calcium_Level": 9.073085427, + "Phosphorus_Level": 2.825644981, + "Glucose_Level": 149.7028567, + "Potassium_Level": 4.192961086, + "Sodium_Level": 137.7488501, + "Smoking_Pack_Years": 35.6698426 + }, + { + "Age": 79, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.69829852, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 30, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 11.58824844, + "White_Blood_Cell_Count": 3.850090505, + "Platelet_Count": 170.9856671, + "Albumin_Level": 3.858183471, + "Alkaline_Phosphatase_Level": 65.22304842, + "Alanine_Aminotransferase_Level": 30.20252368, + "Aspartate_Aminotransferase_Level": 37.73242014, + "Creatinine_Level": 0.733228526, + "LDH_Level": 171.0639229, + "Calcium_Level": 9.174311942, + "Phosphorus_Level": 4.281018581, + "Glucose_Level": 79.81815049, + "Potassium_Level": 4.533735215, + "Sodium_Level": 144.3379312, + "Smoking_Pack_Years": 55.66141318 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 79.69061621, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.81482314, + "White_Blood_Cell_Count": 4.278657325, + "Platelet_Count": 236.8837411, + "Albumin_Level": 4.350625929, + "Alkaline_Phosphatase_Level": 33.96329903, + "Alanine_Aminotransferase_Level": 25.80497975, + "Aspartate_Aminotransferase_Level": 16.27503221, + "Creatinine_Level": 0.60290348, + "LDH_Level": 172.7648673, + "Calcium_Level": 9.944846616, + "Phosphorus_Level": 4.947356646, + "Glucose_Level": 121.6843659, + "Potassium_Level": 4.299007975, + "Sodium_Level": 141.6627992, + "Smoking_Pack_Years": 7.487933138 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.62375977, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 17, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.24831898, + "White_Blood_Cell_Count": 5.796607157, + "Platelet_Count": 295.0034385, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.77588661, + "White_Blood_Cell_Count": 9.812265787, + "Platelet_Count": 283.2811735, + "Albumin_Level": 3.675039742, + "Alkaline_Phosphatase_Level": 109.0641377, + "Alanine_Aminotransferase_Level": 19.2564549, + "Aspartate_Aminotransferase_Level": 27.28522362, + "Creatinine_Level": 0.960377062, + "LDH_Level": 140.4114133, + "Calcium_Level": 8.847023569, + "Phosphorus_Level": 4.040690372, + "Glucose_Level": 136.8262724, + "Potassium_Level": 3.919322869, + "Sodium_Level": 139.3764912, + "Smoking_Pack_Years": 36.76939635 + }, + { + "Age": 46, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.28283675, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 16.45674383, + "White_Blood_Cell_Count": 8.144916081, + "Platelet_Count": 254.8718492, + "Albumin_Level": 3.3740828, + "Alkaline_Phosphatase_Level": 117.9496077, + "Alanine_Aminotransferase_Level": 27.73003044, + "Aspartate_Aminotransferase_Level": 27.39225621, + "Creatinine_Level": 1.354298668, + "LDH_Level": 208.0025078, + "Calcium_Level": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.05115304, + "White_Blood_Cell_Count": 6.34171498, + "Platelet_Count": 348.111552, + "Albumin_Level": 3.325805367, + "Alkaline_Phosphatase_Level": 72.94020748, + "Alanine_Aminotransferase_Level": 23.18920346, + "Aspartate_Aminotransferase_Level": 22.22896013, + "Creatinine_Level": 0.96146493, + "LDH_Level": 101.1478992, + "Calcium_Level": 9.781202283, + "Phosphorus_Level": 4.731899135, + "Glucose_Level": 140.0968978, + "Potassium_Level": 4.474609083, + "Sodium_Level": 135.4677376, + "Smoking_Pack_Years": 52.57392198 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.07486094, + "White_Blood_Cell_Count": 9.479064142, + "Platelet_Count": 347.206352, + "Albumin_Level": 3.518153023, + "Alkaline_Phosphatase_Level": 99.03557899, + "Alanine_Aminotransferase_Level": 22.86346505, + "Aspartate_Aminotransferase_Level": 27.33329929, + "Creatinine_Level": 0.631796261, + "LDH_Level": 142.6850561, + "Calcium_Level": 9.425732871, + "Phosphorus_Level": 4.266970685, + "Glucose_Level": 86.89623837, + "Potassium_Level": 4.201361521, + "Sodium_Level": 137.19409, + "Smoking_Pack_Years": 46.06637738 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Never 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.6305742, + "White_Blood_Cell_Count": 4.99704908, + "Platelet_Count": 377.8196667, + "Albumin_Level": 3.0740546, + "Alkaline_Phosphatase_Level": 100.6435951, + "Alanine_Aminotransferase_Level": 33.0468622, + "Aspartate_Aminotransferase_Level": 46.71307074, + "Creatinine_Level": 1.179660986, + "LDH_Level": 138.3559126, + "Calcium_Level": 8.943374985, + "Phosphorus_Level": 2.918168396, + "Glucose_Level": 126.0935862, + "Potassium_Level": 4.84348477, + "Sodium_Level": 138.0731148, + "Smoking_Pack_Years": 2.342006811 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.16904454, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 53, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.47540172, + "White_Blood_Cell_Count": 4.319241354, + "Platelet_Count": 235.7950682, + "Albumin_Level": 4.307274413, + "Alkaline_Phosphatase_Level": 55.54293868, + "Alanine_Aminotransferase_Level": 32.86300458, + "Aspartate_Aminotransferase_Level": 15.03087157, + "Creatinine_Level": 1.444653004, + "LDH_Level": 142.0235612, + "Calcium_Level": 9.009234099, + "Phosphorus_Level": 2.608880553, + "Glucose_Level": 80.8270982, + "Potassium_Level": 4.127551992, + "Sodium_Level": 139.0193091, + "Smoking_Pack_Years": 20.27344792 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 96.28389642, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 33, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 16.76509119, + "White_Blood_Cell_Count": 5.088428602, + "Platelet_Count": 228.3945935, + "Albumin_Level": 3.250770579, + "Alkaline_Phosphatase_Level": 74.63035909, + "Alanine_Aminotransferase_Level": 35.3828914, + "Aspartate_Aminotransferase_Level": 36.28640405, + "Creatinine_Level": 0.665523012, + "LDH_Level": 153.5697582, + "Calcium_Level": 9.615049539, + "Phosphorus_Level": 4.983117573, + "Glucose_Level": 117.736839, + "Potassium_Level": 4.295352667, + "Sodium_Level": 136.5572047, + "Smoking_Pack_Years": 8.601877141 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 60.7011066, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 14.30572637, + "White_Blood_Cell_Count": 8.444881712, + "Platelet_Count": 266.9352858, + "Albumin_Level": 4.408335501, + "Alkaline_Phosphatase_Level": 56.56153255, + "Alanine_Aminotransferase_Level": 34.93981113, + "Aspartate_Aminotransferase_Level": 20.08797084, + "Creatinine_Level": 1.319054194, + "LDH_Level": 162.9733232, + "Calcium_Level": 8.805399537, + "Phosphorus_Level": 3.528197527, + "Glucose_Level": 74.11006784, + "Potassium_Level": 3.596393736, + "Sodium_Level": 144.6240781, + "Smoking_Pack_Years": 35.91135791 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 49.06284583, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 42, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 17.7482157, + "White_Blood_Cell_Count": 3.678316269, + "Platelet_Count": 182.5042044, + "Albumin_Level": 4.184089968, + "Alkaline_Phosphatase_Level": 73.85285575, + "Alanine_Aminotransferase_Level": 15.39530566, + "Aspartate_Aminotransferase_Level": 12.16956811, + "Creatinine_Level": 1.10054993, + "LDH_Level": 197.3958765, + "Calcium_Level": 10.40550261, + "Phosphorus_Level": 4.388830353, + "Glucose_Level": 94.73910368, + "Potassium_Level": 4.492707046, + "Sodium_Level": 144.81647, + "Smoking_Pack_Years": 92.15735923 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.46850192, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 48, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.95193819, + "White_Blood_Cell_Count": 8.900979112, + "Platelet_Count": 282.2559307, + "Albumin_Level": 3.147218939, + "Alkaline_Phosphatase_Level": 88.36109558, + "Alanine_Aminotransferase_Level": 28.0243808, + "Aspartate_Aminotransferase_Level": 23.1456841, + "Creatinine_Level": 1.34679447, + "LDH_Level": 184.2284694, + "Calcium_Level": 8.848777104, + "Phosphorus_Level": 3.136889993, + "Glucose_Level": 128.0757932, + "Potassium_Level": 4.072320094, + "Sodium_Level": 141.1977521, + "Smoking_Pack_Years": 99.39645917 + }, + { + "Age": 69, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 47.98500085, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 62, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 14.61976082, + "White_Blood_Cell_Count": 4.621096436, + "Platelet_Count": 285.3375274, + "Albumin_Level": 4.174074433, + "Alkaline_Phosphatase_Level": 117.9769016, + "Alanine_Aminotransferase_Level": 12.76335568, + "Aspartate_Aminotransferase_Level": 48.00595516, + "Creatinine_Level": 0.823948406, + "LDH_Level": 112.2882833, + "Calcium_Level": 8.372736396, + "Phosphorus_Level": 3.47468159, + "Glucose_Level": 108.8694156, + "Potassium_Level": 3.608755623, + "Sodium_Level": 135.5560574, + "Smoking_Pack_Years": 22.2130814 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.26985041, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 99, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 87, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 16.3244558, + "White_Blood_Cell_Count": 4.579606232, + "Platelet_Count": 439.5590003, + "Albumin_Level": 4.279083857, + "Alkaline_Phosphatase_Level": 65.10277167, + "Alanine_Aminotransferase_Level": 39.96928107, + "Aspartate_Aminotransferase_Level": 26.53120861, + "Creatinine_Level": 1.238248172, + "LDH_Level": 199.011682, + "Calcium_Level": 10.24859519, + "Phosphorus_Level": 4.216392942, + "Glucose_Level": 145.6652354, + "Potassium_Level": 3.93318083, + "Sodium_Level": 143.6444244, + "Smoking_Pack_Years": 5.22436807 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 51.45626649, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 115, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.12926633, + "White_Blood_Cell_Count": 5.744225616, + "Platelet_Count": 327.9360994, + "Albumin_Level": 4.778946168, + "Alkaline_Phosphatase_Level": 70.73904559, + "Alanine_Aminotransferase_Level": 14.51427392, + "Aspartate_Aminotransferase_Level": 35.38971295, + "Creatinine_Level": 0.978025696, + "LDH_Level": 147.1421832, + "Calcium_Level": 10.09347124, + "Phosphorus_Level": 2.72376713, + "Glucose_Level": 97.16446217, + "Potassium_Level": 3.988983831, + "Sodium_Level": 141.3415583, + "Smoking_Pack_Years": 71.39599637 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 57.76991323, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 15.89286478, + "White_Blood_Cell_Count": 4.491759779, + "Platelet_Count": 275.0594272, + "Albumin_Level": 3.384299932, + "Alkaline_Phosphatase_Level": 68.09365937, + "Alanine_Aminotransferase_Level": 34.75084715, + "Aspartate_Aminotransferase_Level": 41.34923845, + "Creatinine_Level": 0.752386839, + "LDH_Level": 149.2232011, + "Calcium_Level": 9.969502312, + "Phosphorus_Level": 2.926906281, + "Glucose_Level": 89.69454647, + "Potassium_Level": 3.763228579, + "Sodium_Level": 138.887166, + "Smoking_Pack_Years": 54.01896415 + }, + { + "Age": 39, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.94595408, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 13.9780654, + "White_Blood_Cell_Count": 6.433698344, + "Platelet_Count": 379.6928653, + "Albumin_Level": 3.048825427, + "Alkaline_Phosphatase_Level": 34.82181592, + "Alanine_Aminotransferase_Level": 6.418983268, + "Aspartate_Aminotransferase_Level": 23.18560529, + "Creatinine_Level": 0.781009447, + "LDH_Level": 131.2099408, + "Calcium_Level": 10.29769308, + "Phosphorus_Level": 3.123746811, + "Glucose_Level": 143.1744263, + "Potassium_Level": 4.533287869, + "Sodium_Level": 136.5043244, + "Smoking_Pack_Years": 60.54523289 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.6040667, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 101, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.23491634, + "White_Blood_Cell_Count": 5.317799383, + "Platelet_Count": 266.4499433, + "Albumin_Level": 3.159563201, + "Alkaline_Phosphatase_Level": 86.11430604, + "Alanine_Aminotransferase_Level": 11.04283563, + "Aspartate_Aminotransferase_Level": 21.02551692, + "Creatinine_Level": 0.928937949, + "LDH_Level": 157.2538471, + "Calcium_Level": 10.35131661, + "Phosphorus_Level": 4.051330357, + "Glucose_Level": 106.9251112, + "Potassium_Level": 3.626573125, + "Sodium_Level": 138.99663, + "Smoking_Pack_Years": 83.32907822 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 84.64705317, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 84, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.83025311, + "White_Blood_Cell_Count": 9.3470705, + "Platelet_Count": 155.9565871, + "Albumin_Level": 3.844695971, + "Alkaline_Phosphatase_Level": 119.8311624, + "Alanine_Aminotransferase_Level": 17.39801969, + "Aspartate_Aminotransferase_Level": 21.72878259, + "Creatinine_Level": 0.797996756, + "LDH_Level": 234.813323, + "Calcium_Level": 10.46019543, + "Phosphorus_Level": 3.236897693, + "Glucose_Level": 120.3891228, + "Potassium_Level": 3.889794926, + "Sodium_Level": 141.951715, + "Smoking_Pack_Years": 40.92805917 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 95.91869809, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 38, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 10.50798064, + "White_Blood_Cell_Count": 8.233500348, + "Platelet_Count": 369.9042396, + "Albumin_Level": 3.435708603, + "Alkaline_Phosphatase_Level": 74.60560035, + "Alanine_Aminotransferase_Level": 7.384738352, + "Aspartate_Aminotransferase_Level": 36.8939659, + "Creatinine_Level": 1.424901346, + "LDH_Level": 186.4479918, + "Calcium_Level": 8.169391064, + "Phosphorus_Level": 4.607364317, + "Glucose_Level": 82.78144107, + "Potassium_Level": 4.977198215, + "Sodium_Level": 143.577809, + "Smoking_Pack_Years": 65.85349528 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.9338836, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 13.48135128, + "White_Blood_Cell_Count": 6.338872333, + "Platelet_Count": 181.0972669, + "Albumin_Level": 3.22877635, + "Alkaline_Phosphatase_Level": 40.32928407, + "Alanine_Aminotransferase_Level": 11.36499061, + "Aspartate_Aminotransferase_Level": 25.43907777, + "Creatinine_Level": 0.93920613, + "LDH_Level": 165.9820936, + "Calcium_Level": 10.09708041, + "Phosphorus_Level": 4.269246431, + "Glucose_Level": 143.3236027, + "Potassium_Level": 4.264995209, + "Sodium_Level": 143.9776869, + "Smoking_Pack_Years": 74.59632678 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 20.77430262, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 13.8409054, + "White_Blood_Cell_Count": 6.241866579, + "Platelet_Count": 396.5359369, + "Albumin_Level": 3.378255686, + "Alkaline_Phosphatase_Level": 71.83930937, + "Alanine_Aminotransferase_Level": 39.39177661, + "Aspartate_Aminotransferase_Level": 48.34277048, + "Creatinine_Level": 0.967218215, + "LDH_Level": 134.4192405, + "Calcium_Level": 10.03042678, + "Phosphorus_Level": 3.637588583, + "Glucose_Level": 122.5510515, + "Potassium_Level": 3.576969677, + "Sodium_Level": 142.1589533, + "Smoking_Pack_Years": 54.32237255 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.51387874, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 117, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.0644823, + "White_Blood_Cell_Count": 3.697740346, + "Platelet_Count": 333.2930616, + "Albumin_Level": 4.816632369, + "Alkaline_Phosphatase_Level": 119.6489422, + "Alanine_Aminotransferase_Level": 35.6277125, + "Aspartate_Aminotransferase_Level": 47.68339233, + "Creatinine_Level": 1.406868987, + "LDH_Level": 191.5755957, + "Calcium_Level": 9.642259275, + "Phosphorus_Level": 4.023246733, + "Glucose_Level": 112.7538774, + "Potassium_Level": 4.32656883, + "Sodium_Level": 135.3873848, + "Smoking_Pack_Years": 34.469912 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 87.10387569, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 39, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 12.18827948, + "White_Blood_Cell_Count": 3.991568981, + "Platelet_Count": 295.4891784, + "Albumin_Level": 3.540662693, + "Alkaline_Phosphatase_Level": 94.00301862, + "Alanine_Aminotransferase_Level": 34.43795738, + "Aspartate_Aminotransferase_Level": 47.32960314, + "Creatinine_Level": 1.280951885, + "LDH_Level": 144.434167, + "Calcium_Level": 9.608623778, + "Phosphorus_Level": 4.269803552, + "Glucose_Level": 122.0536171, + "Potassium_Level": 3.865649359, + "Sodium_Level": 144.7608049, + "Smoking_Pack_Years": 42.76448629 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 54.24778047, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 14.73611134, + "White_Blood_Cell_Count": 7.83120653, + "Platelet_Count": 339.4129279, + "Albumin_Level": 4.848416311, + "Alkaline_Phosphatase_Level": 71.3516977, + "Alanine_Aminotransferase_Level": 9.183770163, + "Aspartate_Aminotransferase_Level": 42.56100132, + "Creatinine_Level": 1.264866492, + "LDH_Level": 103.5764289, + "Calcium_Level": 10.24146351, + "Phosphorus_Level": 3.266777337, + "Glucose_Level": 103.9561933, + "Potassium_Level": 3.975972869, + "Sodium_Level": 138.8532964, + "Smoking_Pack_Years": 27.51626666 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.96549201, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 78, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.74370916, + "White_Blood_Cell_Count": 9.467705405, + "Platelet_Count": 177.8467447, + "Albumin_Level": 3.043150038, + "Alkaline_Phosphatase_Level": 47.19077346, + "Alanine_Aminotransferase_Level": 32.03193386, + "Aspartate_Aminotransferase_Level": 15.74012672, + "Creatinine_Level": 1.330858042, + "LDH_Level": 135.863638, + "Calcium_Level": 8.102871099, + "Phosphorus_Level": 4.871766792, + "Glucose_Level": 79.0669701, + "Potassium_Level": 4.71655261, + "Sodium_Level": 137.1106932, + "Smoking_Pack_Years": 85.22056376 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.83051607, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.28177454, + "White_Blood_Cell_Count": 9.532832524, + "Platelet_Count": 297.9857846, + "Albumin_Level": 3.315801501, + "Alkaline_Phosphatase_Level": 42.10770786, + "Alanine_Aminotransferase_Level": 13.95390667, + "Aspartate_Aminotransferase_Level": 24.79141182, + "Creatinine_Level": 1.377652092, + "LDH_Level": 202.1603223, + "Calcium_Level": 8.811130585, + "Phosphorus_Level": 2.664311751, + "Glucose_Level": 110.1038367, + "Potassium_Level": 3.864830461, + "Sodium_Level": 144.5658378, + "Smoking_Pack_Years": 66.63011815 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.38603002, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 109, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 12.53699081, + "White_Blood_Cell_Count": 5.457905886, + "Platelet_Count": 217.8619833, + "Albumin_Level": 3.915909659, + "Alkaline_Phosphatase_Level": 94.78868305, + "Alanine_Aminotransferase_Level": 27.22631363, + "Aspartate_Aminotransferase_Level": 22.31638485, + "Creatinine_Level": 0.575800148, + "LDH_Level": 242.4244338, + "Calcium_Level": 9.598825656, + "Phosphorus_Level": 2.685397896, + "Glucose_Level": 75.15862308, + "Potassium_Level": 3.959575563, + "Sodium_Level": 135.9334858, + "Smoking_Pack_Years": 0.647599974 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.65394573, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 103, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.83555389, + "White_Blood_Cell_Count": 6.574510714, + "Platelet_Count": 179.3373297, + "Albumin_Level": 3.445956413, + "Alkaline_Phosphatase_Level": 41.40988869, + "Alanine_Aminotransferase_Level": 5.975201995, + "Aspartate_Aminotransferase_Level": 47.06733489, + "Creatinine_Level": 1.403597364, + "LDH_Level": 148.3596476, + "Calcium_Level": 9.887861594, + "Phosphorus_Level": 3.292162867, + "Glucose_Level": 117.3692321, + "Potassium_Level": 4.881451644, + "Sodium_Level": 137.3309095, + "Smoking_Pack_Years": 95.73794233 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.32601517, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.67563425, + "White_Blood_Cell_Count": 8.793084964, + "Platelet_Count": 434.6214512, + "Albumin_Level": 4.77253658, + "Alkaline_Phosphatase_Level": 50.76520401, + "Alanine_Aminotransferase_Level": 16.40594641, + "Aspartate_Aminotransferase_Level": 13.24452706, + "Creatinine_Level": 1.236104289, + "LDH_Level": 227.1004181, + "Calcium_Level": 10.46588042, + "Phosphorus_Level": 2.915947961, + "Glucose_Level": 114.0854915, + "Potassium_Level": 4.273727521, + "Sodium_Level": 138.2072048, + "Smoking_Pack_Years": 30.44377514 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.05107361, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.8053147, + "White_Blood_Cell_Count": 7.294040614, + "Platelet_Count": 279.7740865, + "Albumin_Level": 3.135390447, 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 13.09905293, + "White_Blood_Cell_Count": 6.432138053, + "Platelet_Count": 443.4705203, + "Albumin_Level": 4.505655705, + "Alkaline_Phosphatase_Level": 44.81224247, + "Alanine_Aminotransferase_Level": 11.52608087, + "Aspartate_Aminotransferase_Level": 12.99310219, + "Creatinine_Level": 1.071768082, + "LDH_Level": 153.2563627, + "Calcium_Level": 8.05005209, + "Phosphorus_Level": 2.577839892, + "Glucose_Level": 130.8982365, + "Potassium_Level": 3.678700175, + "Sodium_Level": 143.198695, + "Smoking_Pack_Years": 8.618119562 + }, + { + "Age": 38, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 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3.292138001, + "Alkaline_Phosphatase_Level": 78.39282949, + "Alanine_Aminotransferase_Level": 34.6262422, + "Aspartate_Aminotransferase_Level": 16.64610868, + "Creatinine_Level": 1.288734031, + "LDH_Level": 119.6661572, + "Calcium_Level": 8.129426568, + "Phosphorus_Level": 3.081258315, + "Glucose_Level": 131.9125918, + "Potassium_Level": 4.680067393, + "Sodium_Level": 144.384476, + "Smoking_Pack_Years": 25.74421138 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.07141547, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 20, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.70728487, + "White_Blood_Cell_Count": 6.485362292, + "Platelet_Count": 312.0488184, + "Albumin_Level": 3.387109251, + "Alkaline_Phosphatase_Level": 83.33316969, + "Alanine_Aminotransferase_Level": 24.99280264, + "Aspartate_Aminotransferase_Level": 15.98550794, + "Creatinine_Level": 1.19570987, + "LDH_Level": 113.2297894, + "Calcium_Level": 8.594239968, + "Phosphorus_Level": 4.241601852, + "Glucose_Level": 99.56140212, + "Potassium_Level": 4.444469247, + "Sodium_Level": 144.5174358, + "Smoking_Pack_Years": 66.83587225 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": 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8.190132834, + "Phosphorus_Level": 4.03819716, + "Glucose_Level": 97.0130044, + "Potassium_Level": 4.903829351, + "Sodium_Level": 143.0369575, + "Smoking_Pack_Years": 27.86991199 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 72.5659913, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 82, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 11.56118413, + "White_Blood_Cell_Count": 6.923865152, + "Platelet_Count": 169.3786904, + "Albumin_Level": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 10.84056344, + "White_Blood_Cell_Count": 5.250544274, + "Platelet_Count": 251.8076907, + "Albumin_Level": 4.439553255, + "Alkaline_Phosphatase_Level": 113.8482309, + "Alanine_Aminotransferase_Level": 30.29966875, + "Aspartate_Aminotransferase_Level": 21.37436736, + "Creatinine_Level": 0.990322904, + "LDH_Level": 116.039981, + "Calcium_Level": 8.963392982, + "Phosphorus_Level": 2.767949315, + "Glucose_Level": 70.0695481, + "Potassium_Level": 4.604404497, + "Sodium_Level": 144.1893347, + "Smoking_Pack_Years": 90.02154539 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": 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"Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.13585854, + "White_Blood_Cell_Count": 6.230026866, + "Platelet_Count": 400.1930549, + "Albumin_Level": 3.139542052, + "Alkaline_Phosphatase_Level": 63.73448287, + "Alanine_Aminotransferase_Level": 21.07162926, + "Aspartate_Aminotransferase_Level": 40.59526349, + "Creatinine_Level": 0.725556086, + "LDH_Level": 206.2898878, + "Calcium_Level": 9.565676356, + "Phosphorus_Level": 2.648577994, + "Glucose_Level": 122.492233, + "Potassium_Level": 3.860620248, + "Sodium_Level": 138.0662696, + "Smoking_Pack_Years": 35.7193826 + }, + { 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"White_Blood_Cell_Count": 5.741869431, + "Platelet_Count": 188.3627774, + "Albumin_Level": 4.232960983, + "Alkaline_Phosphatase_Level": 52.82531048, + "Alanine_Aminotransferase_Level": 30.75377214, + "Aspartate_Aminotransferase_Level": 10.07233376, + "Creatinine_Level": 0.583448342, + "LDH_Level": 220.6518822, + "Calcium_Level": 10.267336, + "Phosphorus_Level": 3.462013825, + "Glucose_Level": 146.6472416, + "Potassium_Level": 4.832506097, + "Sodium_Level": 142.4179917, + "Smoking_Pack_Years": 49.96140403 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 79.82847286, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 10.83821296, + "White_Blood_Cell_Count": 7.5666853, + "Platelet_Count": 180.3071929, + "Albumin_Level": 3.623186076, + "Alkaline_Phosphatase_Level": 69.67458037, + "Alanine_Aminotransferase_Level": 7.603515005, + "Aspartate_Aminotransferase_Level": 37.35152737, + "Creatinine_Level": 1.07493999, + "LDH_Level": 183.2179819, + "Calcium_Level": 10.14200882, + "Phosphorus_Level": 2.961978478, + "Glucose_Level": 75.95682815, + "Potassium_Level": 4.387350085, + "Sodium_Level": 144.9799462, + "Smoking_Pack_Years": 63.80604321 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.01913868, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 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44.43965356, + "Creatinine_Level": 1.481056614, + "LDH_Level": 167.540229, + "Calcium_Level": 9.955268408, + "Phosphorus_Level": 3.593442729, + "Glucose_Level": 86.58398899, + "Potassium_Level": 4.102205874, + "Sodium_Level": 143.2952446, + "Smoking_Pack_Years": 26.97651817 + }, + { + "Age": 41, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 12.25715265, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 84, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 17.84961378, + "White_Blood_Cell_Count": 8.89780861, + "Platelet_Count": 219.5567705, + "Albumin_Level": 4.332770296, + "Alkaline_Phosphatase_Level": 82.28288644, + "Alanine_Aminotransferase_Level": 8.223160592, + "Aspartate_Aminotransferase_Level": 47.56372597, + "Creatinine_Level": 0.599403006, + "LDH_Level": 145.6051298, + "Calcium_Level": 9.049860157, + "Phosphorus_Level": 2.625218728, + "Glucose_Level": 116.1825216, + "Potassium_Level": 3.691327826, + "Sodium_Level": 138.1469882, + "Smoking_Pack_Years": 89.67458068 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 20.7418973, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + 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135.4008632, + "Smoking_Pack_Years": 7.084538506 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.674768, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 32, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.04679006, + "White_Blood_Cell_Count": 6.475010032, + "Platelet_Count": 321.7648472, + "Albumin_Level": 3.495568182, + "Alkaline_Phosphatase_Level": 45.39689944, + "Alanine_Aminotransferase_Level": 5.301974, + "Aspartate_Aminotransferase_Level": 41.88833265, + "Creatinine_Level": 0.752100802, + "LDH_Level": 141.6896091, + "Calcium_Level": 8.559672146, + "Phosphorus_Level": 2.921862226, + "Glucose_Level": 92.04558156, + "Potassium_Level": 4.005988366, + "Sodium_Level": 139.343176, + "Smoking_Pack_Years": 67.92956912 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 35.84795303, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 90, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 71, + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 12.32010059, + "White_Blood_Cell_Count": 5.026887412, + "Platelet_Count": 307.9777232, + "Albumin_Level": 3.487736215, + "Alkaline_Phosphatase_Level": 37.30483054, + "Alanine_Aminotransferase_Level": 18.85974944, + "Aspartate_Aminotransferase_Level": 12.00211929, + "Creatinine_Level": 1.145562417, + "LDH_Level": 216.7327596, + "Calcium_Level": 8.28246842, + "Phosphorus_Level": 3.082429175, + "Glucose_Level": 134.961143, + "Potassium_Level": 4.760304891, + "Sodium_Level": 144.9539667, + "Smoking_Pack_Years": 71.98857963 + }, + { + "Age": 69, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.44994368, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.44992986, + "White_Blood_Cell_Count": 4.898287545, + "Platelet_Count": 154.688393, + "Albumin_Level": 3.311685438, + "Alkaline_Phosphatase_Level": 70.87189315, + "Alanine_Aminotransferase_Level": 14.01719867, + "Aspartate_Aminotransferase_Level": 34.48371076, + "Creatinine_Level": 0.626237113, + "LDH_Level": 135.7482777, + "Calcium_Level": 9.91095209, + "Phosphorus_Level": 2.995856179, + "Glucose_Level": 104.5079127, + "Potassium_Level": 4.272878792, + "Sodium_Level": 142.6841256, + "Smoking_Pack_Years": 42.96467588 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.14100311, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 12.30163959, + "White_Blood_Cell_Count": 5.980446522, + "Platelet_Count": 227.2134213, + "Albumin_Level": 4.19761625, + "Alkaline_Phosphatase_Level": 88.15020666, + "Alanine_Aminotransferase_Level": 19.72693517, + "Aspartate_Aminotransferase_Level": 23.74658069, + "Creatinine_Level": 1.032999999, + "LDH_Level": 243.0297158, + "Calcium_Level": 8.69242962, + "Phosphorus_Level": 2.808789607, + "Glucose_Level": 98.94907868, + "Potassium_Level": 3.877907078, + "Sodium_Level": 140.1771007, + "Smoking_Pack_Years": 54.20856182 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 51.11544252, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 140, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 17.04216481, + "White_Blood_Cell_Count": 9.115762515, + "Platelet_Count": 175.6175096, + "Albumin_Level": 4.126872268, + "Alkaline_Phosphatase_Level": 80.33060825, + "Alanine_Aminotransferase_Level": 15.33354975, + "Aspartate_Aminotransferase_Level": 34.57046413, + "Creatinine_Level": 0.869686487, + "LDH_Level": 225.8609342, + "Calcium_Level": 9.389838237, + "Phosphorus_Level": 4.188913984, + "Glucose_Level": 95.43504578, + "Potassium_Level": 4.68121134, + "Sodium_Level": 136.77605, + "Smoking_Pack_Years": 36.88540555 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 74.82999193, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 90, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.68412209, + "White_Blood_Cell_Count": 4.1223528, + "Platelet_Count": 166.3823239, + "Albumin_Level": 4.145938022, + "Alkaline_Phosphatase_Level": 66.97226399, + "Alanine_Aminotransferase_Level": 37.05505721, + "Aspartate_Aminotransferase_Level": 45.20166139, + "Creatinine_Level": 0.810516466, + "LDH_Level": 164.0843579, + "Calcium_Level": 9.627799237, + "Phosphorus_Level": 2.507677241, + "Glucose_Level": 97.528664, + "Potassium_Level": 4.146494119, + "Sodium_Level": 143.4375079, + "Smoking_Pack_Years": 65.84459466 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.79973411, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.10095224, + "White_Blood_Cell_Count": 6.785064672, + "Platelet_Count": 281.6690646, + "Albumin_Level": 4.981721982, + "Alkaline_Phosphatase_Level": 115.2934719, + "Alanine_Aminotransferase_Level": 11.96351324, + "Aspartate_Aminotransferase_Level": 32.4665928, + "Creatinine_Level": 0.611939376, + "LDH_Level": 228.4250706, + "Calcium_Level": 10.27821122, + "Phosphorus_Level": 4.082808559, + "Glucose_Level": 136.9472034, + "Potassium_Level": 4.830363344, + "Sodium_Level": 140.3487768, + "Smoking_Pack_Years": 76.91669216 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 49.55845528, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 10, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 17.70056334, + "White_Blood_Cell_Count": 9.829008492, + "Platelet_Count": 195.4950967, + "Albumin_Level": 3.911910183, + "Alkaline_Phosphatase_Level": 36.82044072, + "Alanine_Aminotransferase_Level": 12.86607588, + "Aspartate_Aminotransferase_Level": 21.57882923, + "Creatinine_Level": 0.883945037, + "LDH_Level": 231.0632309, + "Calcium_Level": 8.821872165, + "Phosphorus_Level": 4.228309747, + "Glucose_Level": 79.51814618, + "Potassium_Level": 3.869342187, + "Sodium_Level": 139.6154745, + "Smoking_Pack_Years": 18.48050279 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 99.44138273, + "Tumor_Location": 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78.84569018, + "Potassium_Level": 4.932551644, + "Sodium_Level": 135.9083044, + "Smoking_Pack_Years": 35.59606316 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.8572453, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 11.88372204, + "White_Blood_Cell_Count": 7.929607522, + "Platelet_Count": 255.8221652, + "Albumin_Level": 4.464378764, + "Alkaline_Phosphatase_Level": 77.35402647, + "Alanine_Aminotransferase_Level": 30.53291209, + "Aspartate_Aminotransferase_Level": 40.74091568, + "Creatinine_Level": 0.974287295, + "LDH_Level": 159.6928562, + "Calcium_Level": 9.661620192, + "Phosphorus_Level": 3.476111127, + "Glucose_Level": 123.7471428, + "Potassium_Level": 4.860437474, + "Sodium_Level": 142.5844039, + "Smoking_Pack_Years": 88.487597 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 29.38465191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 2, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 16.95968488, + "White_Blood_Cell_Count": 8.425773919, + "Platelet_Count": 280.9748871, + "Albumin_Level": 3.486682836, + "Alkaline_Phosphatase_Level": 43.12922592, + "Alanine_Aminotransferase_Level": 37.25527992, + "Aspartate_Aminotransferase_Level": 36.78893094, + "Creatinine_Level": 1.430724702, + "LDH_Level": 129.7790362, + "Calcium_Level": 10.17708798, + "Phosphorus_Level": 2.68385375, + "Glucose_Level": 144.5885619, + "Potassium_Level": 4.058857247, + "Sodium_Level": 140.3456049, + "Smoking_Pack_Years": 26.57774451 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.59175824, + "Tumor_Location": 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"Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 17.55322167, + "White_Blood_Cell_Count": 3.856349482, + "Platelet_Count": 270.6988822, + "Albumin_Level": 3.978184581, + "Alkaline_Phosphatase_Level": 80.40127186, + "Alanine_Aminotransferase_Level": 9.113041981, + "Aspartate_Aminotransferase_Level": 44.59822559, + "Creatinine_Level": 1.013895787, + "LDH_Level": 225.8759714, + "Calcium_Level": 9.278397751, + "Phosphorus_Level": 3.190536032, + "Glucose_Level": 93.40551776, + "Potassium_Level": 3.809162767, + "Sodium_Level": 143.5448368, + "Smoking_Pack_Years": 78.64927064 + }, + { + "Age": 44, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.17063706, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 41, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 15.82434103, + "White_Blood_Cell_Count": 5.074810667, + "Platelet_Count": 430.2512366, + "Albumin_Level": 3.006011412, + "Alkaline_Phosphatase_Level": 85.64162665, + "Alanine_Aminotransferase_Level": 9.305890043, + "Aspartate_Aminotransferase_Level": 39.25529201, + "Creatinine_Level": 1.015525648, + "LDH_Level": 108.1378309, + "Calcium_Level": 10.42563991, + "Phosphorus_Level": 4.024965588, + "Glucose_Level": 113.2830246, + "Potassium_Level": 3.93160656, + "Sodium_Level": 138.3840947, + "Smoking_Pack_Years": 51.63739002 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.39436334, + "Tumor_Location": 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"Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 55, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.43247396, + "White_Blood_Cell_Count": 9.479482407, + "Platelet_Count": 402.8176664, + "Albumin_Level": 4.552762075, + "Alkaline_Phosphatase_Level": 46.45815544, + "Alanine_Aminotransferase_Level": 5.735666512, + "Aspartate_Aminotransferase_Level": 12.5191221, + "Creatinine_Level": 0.590085652, + "LDH_Level": 194.5619623, + "Calcium_Level": 8.731659225, + "Phosphorus_Level": 4.057064404, + "Glucose_Level": 111.2329904, + "Potassium_Level": 4.153649899, + "Sodium_Level": 138.0703422, + "Smoking_Pack_Years": 29.77403596 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.38356552, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 83, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.39937997, + "White_Blood_Cell_Count": 9.325081106, + "Platelet_Count": 420.8778781, + "Albumin_Level": 4.133202446, + "Alkaline_Phosphatase_Level": 108.1871303, + "Alanine_Aminotransferase_Level": 33.1904571, + "Aspartate_Aminotransferase_Level": 35.2171913, + "Creatinine_Level": 0.771647526, + "LDH_Level": 157.2016044, + "Calcium_Level": 8.662634177, + "Phosphorus_Level": 3.823901297, + "Glucose_Level": 126.0743156, + "Potassium_Level": 4.8254401, + "Sodium_Level": 141.978158, + "Smoking_Pack_Years": 47.38522249 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 51.14070581, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 85, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 70, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 14.32664494, + "White_Blood_Cell_Count": 8.824656252, + "Platelet_Count": 176.8020812, + "Albumin_Level": 4.865851058, + "Alkaline_Phosphatase_Level": 100.8942832, + "Alanine_Aminotransferase_Level": 12.25857481, + "Aspartate_Aminotransferase_Level": 47.97464741, + "Creatinine_Level": 1.265059682, + "LDH_Level": 156.4657648, + "Calcium_Level": 10.42770968, + "Phosphorus_Level": 4.74611323, + "Glucose_Level": 90.15262802, + "Potassium_Level": 4.065808302, + "Sodium_Level": 143.8310117, + "Smoking_Pack_Years": 24.28737613 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.20018846, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 10.32751293, + "White_Blood_Cell_Count": 7.925056886, + "Platelet_Count": 442.5860751, + "Albumin_Level": 4.352337217, + "Alkaline_Phosphatase_Level": 71.56450975, + "Alanine_Aminotransferase_Level": 37.99804405, + "Aspartate_Aminotransferase_Level": 13.90438149, + "Creatinine_Level": 1.488773859, + "LDH_Level": 165.4213359, + "Calcium_Level": 9.032265513, + "Phosphorus_Level": 2.871324172, + "Glucose_Level": 111.1118136, + "Potassium_Level": 4.251601113, + "Sodium_Level": 143.8413753, + "Smoking_Pack_Years": 25.08344315 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.53707193, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 164, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 14.21366781, + "White_Blood_Cell_Count": 9.520285181, + "Platelet_Count": 306.2171422, + "Albumin_Level": 4.247621048, + "Alkaline_Phosphatase_Level": 94.4908859, + "Alanine_Aminotransferase_Level": 32.89639873, + "Aspartate_Aminotransferase_Level": 14.25828971, + "Creatinine_Level": 0.87709386, + "LDH_Level": 199.3717354, + "Calcium_Level": 10.03285441, + "Phosphorus_Level": 2.917610134, + "Glucose_Level": 140.4726473, + "Potassium_Level": 3.840433672, + "Sodium_Level": 140.4475282, + "Smoking_Pack_Years": 83.72403468 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 14.950428, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.23131978, + "White_Blood_Cell_Count": 6.630949349, + "Platelet_Count": 350.2152993, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 11.39515945, + "White_Blood_Cell_Count": 9.936055909, + "Platelet_Count": 161.6879571, + "Albumin_Level": 3.914771714, + "Alkaline_Phosphatase_Level": 93.01607012, + "Alanine_Aminotransferase_Level": 18.76993843, + "Aspartate_Aminotransferase_Level": 27.96955734, + "Creatinine_Level": 0.626786811, + "LDH_Level": 128.6947214, + "Calcium_Level": 9.581432681, + "Phosphorus_Level": 4.765376819, + "Glucose_Level": 138.1350698, + "Potassium_Level": 3.87276346, + "Sodium_Level": 135.9981608, + "Smoking_Pack_Years": 92.54466865 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 11.38432871, + "White_Blood_Cell_Count": 7.756944987, + "Platelet_Count": 396.8517395, + "Albumin_Level": 4.207066704, + "Alkaline_Phosphatase_Level": 79.33233562, + "Alanine_Aminotransferase_Level": 38.38094906, + "Aspartate_Aminotransferase_Level": 48.61338265, + "Creatinine_Level": 0.778157548, + "LDH_Level": 170.8100009, + "Calcium_Level": 8.613215247, + "Phosphorus_Level": 4.252043698, + "Glucose_Level": 73.60782114, + "Potassium_Level": 4.85319595, + "Sodium_Level": 140.4169925, + "Smoking_Pack_Years": 26.07083781 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": 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"Calcium_Level": 8.728635953, + "Phosphorus_Level": 4.086814929, + "Glucose_Level": 107.3989329, + "Potassium_Level": 4.187589121, + "Sodium_Level": 140.925352, + "Smoking_Pack_Years": 12.09888997 + }, + { + "Age": 59, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 76.99397139, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 12.9509032, + "White_Blood_Cell_Count": 7.480539549, + "Platelet_Count": 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"Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 10.60409503, + "White_Blood_Cell_Count": 5.249032956, + "Platelet_Count": 287.8764921, + "Albumin_Level": 3.30009539, + "Alkaline_Phosphatase_Level": 38.514291, + "Alanine_Aminotransferase_Level": 27.5486603, + "Aspartate_Aminotransferase_Level": 49.46203886, + "Creatinine_Level": 0.965343253, + "LDH_Level": 217.9977228, + "Calcium_Level": 9.841131259, + "Phosphorus_Level": 3.123799161, + "Glucose_Level": 123.5517513, + "Potassium_Level": 4.065950861, + "Sodium_Level": 139.0061996, + "Smoking_Pack_Years": 74.16262308 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.84320195, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.56549019, + "White_Blood_Cell_Count": 6.64725009, + "Platelet_Count": 307.9161282, + "Albumin_Level": 4.13901214, + "Alkaline_Phosphatase_Level": 112.1480703, + "Alanine_Aminotransferase_Level": 39.76339164, + "Aspartate_Aminotransferase_Level": 46.39416832, + "Creatinine_Level": 1.287268061, + "LDH_Level": 166.386871, + "Calcium_Level": 9.837127589, + "Phosphorus_Level": 3.096781009, + "Glucose_Level": 112.8844889, + "Potassium_Level": 3.95092597, + "Sodium_Level": 140.8995816, + "Smoking_Pack_Years": 75.82341724 + }, + { + "Age": 40, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 83.20280972, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 81, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.98583247, + "White_Blood_Cell_Count": 5.154702139, + "Platelet_Count": 443.8153075, + "Albumin_Level": 3.850321662, + "Alkaline_Phosphatase_Level": 39.97180378, + "Alanine_Aminotransferase_Level": 10.63606687, + "Aspartate_Aminotransferase_Level": 29.10092375, + "Creatinine_Level": 0.768189476, + "LDH_Level": 181.9986004, + "Calcium_Level": 10.12822067, + "Phosphorus_Level": 4.638169691, + "Glucose_Level": 135.8209214, + "Potassium_Level": 4.65643836, + "Sodium_Level": 136.5915441, + "Smoking_Pack_Years": 72.50478596 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.25047186, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 99, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 10.83529576, + "White_Blood_Cell_Count": 6.356354329, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.29088804, + "White_Blood_Cell_Count": 7.004026898, + "Platelet_Count": 423.1073985, + "Albumin_Level": 4.21367246, + "Alkaline_Phosphatase_Level": 51.40000352, + "Alanine_Aminotransferase_Level": 38.58893461, + "Aspartate_Aminotransferase_Level": 27.39361727, + "Creatinine_Level": 1.166530116, + "LDH_Level": 143.3359763, + "Calcium_Level": 9.09139548, + "Phosphorus_Level": 2.802143863, + "Glucose_Level": 98.17279534, + "Potassium_Level": 3.807241788, + "Sodium_Level": 144.9524724, + "Smoking_Pack_Years": 59.75286841 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.34998698, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 101, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.43648361, + "White_Blood_Cell_Count": 4.961326703, + "Platelet_Count": 213.3413723, + "Albumin_Level": 3.275028704, + "Alkaline_Phosphatase_Level": 117.1003298, + "Alanine_Aminotransferase_Level": 30.85627258, + "Aspartate_Aminotransferase_Level": 30.24814382, + "Creatinine_Level": 0.837929123, + "LDH_Level": 224.5871305, + "Calcium_Level": 10.45433331, + "Phosphorus_Level": 3.167271258, + "Glucose_Level": 71.33050549, + "Potassium_Level": 4.976413559, + "Sodium_Level": 141.8862848, + "Smoking_Pack_Years": 36.8458437 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 52.86390151, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 29, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.2770103, + "White_Blood_Cell_Count": 6.679268844, + "Platelet_Count": 235.019169, + "Albumin_Level": 3.727799872, + "Alkaline_Phosphatase_Level": 104.2595409, + "Alanine_Aminotransferase_Level": 21.4415057, + "Aspartate_Aminotransferase_Level": 18.92321749, + "Creatinine_Level": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.70482256, + "White_Blood_Cell_Count": 5.078090376, + "Platelet_Count": 407.3932195, + "Albumin_Level": 3.044489975, + "Alkaline_Phosphatase_Level": 42.75967852, + "Alanine_Aminotransferase_Level": 15.50924711, + "Aspartate_Aminotransferase_Level": 41.77428894, + "Creatinine_Level": 0.981529269, + "LDH_Level": 231.6388484, + "Calcium_Level": 9.456583245, + "Phosphorus_Level": 4.738145269, + "Glucose_Level": 113.2243506, + "Potassium_Level": 4.889713522, + "Sodium_Level": 136.4549935, + "Smoking_Pack_Years": 68.3328429 + }, + { + "Age": 42, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.37751453, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 107, + "Ethnicity": "Hispanic", + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 15.57316357, + "White_Blood_Cell_Count": 5.928752147, + "Platelet_Count": 150.9543571, + "Albumin_Level": 3.545860175, + "Alkaline_Phosphatase_Level": 46.70473476, + "Alanine_Aminotransferase_Level": 37.82253525, + "Aspartate_Aminotransferase_Level": 26.63844536, + "Creatinine_Level": 1.432016658, + "LDH_Level": 195.7386699, + "Calcium_Level": 9.960916949, + "Phosphorus_Level": 3.831062319, + "Glucose_Level": 141.68967, + "Potassium_Level": 4.549610668, + "Sodium_Level": 144.9536155, + "Smoking_Pack_Years": 93.63931057 + }, + { + "Age": 57, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.55510306, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 37, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.02109898, + "White_Blood_Cell_Count": 8.825120936, + "Platelet_Count": 158.230209, + "Albumin_Level": 3.325381211, + "Alkaline_Phosphatase_Level": 117.4866225, + "Alanine_Aminotransferase_Level": 23.44837374, + "Aspartate_Aminotransferase_Level": 27.69743549, + "Creatinine_Level": 0.989027468, + "LDH_Level": 214.2831508, + "Calcium_Level": 9.343453558, + "Phosphorus_Level": 3.588010938, + "Glucose_Level": 147.1429726, + "Potassium_Level": 4.602665774, + "Sodium_Level": 137.6510993, + "Smoking_Pack_Years": 67.99672316 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 60.80704511, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.01128543, + "White_Blood_Cell_Count": 9.891599693, + "Platelet_Count": 173.496637, + "Albumin_Level": 3.956499422, + "Alkaline_Phosphatase_Level": 56.35725639, + "Alanine_Aminotransferase_Level": 24.34600058, + "Aspartate_Aminotransferase_Level": 40.43603196, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 14.74377379, + "White_Blood_Cell_Count": 4.303573981, + "Platelet_Count": 379.3184972, + "Albumin_Level": 3.378863891, + "Alkaline_Phosphatase_Level": 52.64522273, + "Alanine_Aminotransferase_Level": 39.12322767, + "Aspartate_Aminotransferase_Level": 16.42919087, + "Creatinine_Level": 1.071584692, + "LDH_Level": 211.0676086, + "Calcium_Level": 9.873044199, + "Phosphorus_Level": 4.229325483, + "Glucose_Level": 81.31210855, + "Potassium_Level": 4.548607908, + "Sodium_Level": 137.427405, + "Smoking_Pack_Years": 1.987906027 + }, + { + "Age": 77, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 38.25654304, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + 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135.2329026, + "Smoking_Pack_Years": 76.67093701 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.17776978, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 79, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 13.96099583, + "White_Blood_Cell_Count": 6.458915694, + "Platelet_Count": 152.8392198, + "Albumin_Level": 3.982948941, + "Alkaline_Phosphatase_Level": 57.23285373, + "Alanine_Aminotransferase_Level": 29.45756864, + "Aspartate_Aminotransferase_Level": 26.83162696, + "Creatinine_Level": 0.633132315, + "LDH_Level": 246.4088646, + "Calcium_Level": 8.036915, + "Phosphorus_Level": 4.337670785, + "Glucose_Level": 73.56202637, + "Potassium_Level": 4.944533696, + "Sodium_Level": 142.8310102, + "Smoking_Pack_Years": 48.17983984 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 28.87675907, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 114, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 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"Aspartate_Aminotransferase_Level": 19.89541523, + "Creatinine_Level": 1.070551325, + "LDH_Level": 119.0145651, + "Calcium_Level": 8.362225047, + "Phosphorus_Level": 3.732509824, + "Glucose_Level": 144.6444764, + "Potassium_Level": 4.56614725, + "Sodium_Level": 142.6858081, + "Smoking_Pack_Years": 63.93611673 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.54597485, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 11.62214374, + "White_Blood_Cell_Count": 6.764636389, + "Platelet_Count": 440.8233848, + "Albumin_Level": 3.096522476, + "Alkaline_Phosphatase_Level": 43.63977754, + "Alanine_Aminotransferase_Level": 16.08343027, + "Aspartate_Aminotransferase_Level": 24.06821724, + "Creatinine_Level": 1.199646082, + "LDH_Level": 218.0145853, + "Calcium_Level": 8.020558396, + "Phosphorus_Level": 3.043049721, + "Glucose_Level": 130.6467219, + "Potassium_Level": 4.112297384, + "Sodium_Level": 144.2548647, + "Smoking_Pack_Years": 66.4069582 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.91396309, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 73, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 128, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.81507244, + "White_Blood_Cell_Count": 6.592383728, + "Platelet_Count": 307.3341057, + "Albumin_Level": 3.108156675, + "Alkaline_Phosphatase_Level": 71.92754828, + "Alanine_Aminotransferase_Level": 36.44841074, + "Aspartate_Aminotransferase_Level": 12.79580592, + "Creatinine_Level": 0.97142604, + "LDH_Level": 191.7873766, + "Calcium_Level": 10.18121602, + "Phosphorus_Level": 4.677881443, + "Glucose_Level": 107.5791372, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 28.2276713, + "Aspartate_Aminotransferase_Level": 45.49891092, + "Creatinine_Level": 1.493882567, + "LDH_Level": 167.2837743, + "Calcium_Level": 9.54569478, + "Phosphorus_Level": 3.392350324, + "Glucose_Level": 146.2794247, + "Potassium_Level": 4.512132703, + "Sodium_Level": 144.1550999, + "Smoking_Pack_Years": 90.66236777 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.62414525, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 54, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.11830786, + "White_Blood_Cell_Count": 9.108775731, + "Platelet_Count": 426.6898086, + "Albumin_Level": 4.562887375, + "Alkaline_Phosphatase_Level": 56.09958237, + "Alanine_Aminotransferase_Level": 38.66109106, + "Aspartate_Aminotransferase_Level": 23.07550579, + "Creatinine_Level": 1.496200874, + "LDH_Level": 143.9579129, + "Calcium_Level": 9.869478328, + "Phosphorus_Level": 3.081700442, + "Glucose_Level": 109.137742, + "Potassium_Level": 4.017543592, + "Sodium_Level": 136.7828556, + "Smoking_Pack_Years": 68.67619159 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 68.56419076, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 56, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.58623587, + "White_Blood_Cell_Count": 7.229055413, + "Platelet_Count": 300.3523941, + "Albumin_Level": 4.352608518, + "Alkaline_Phosphatase_Level": 112.2202607, + "Alanine_Aminotransferase_Level": 28.24889421, + "Aspartate_Aminotransferase_Level": 40.26122425, + "Creatinine_Level": 0.777296981, + "LDH_Level": 123.3391143, + "Calcium_Level": 9.230400882, + "Phosphorus_Level": 2.908836734, + "Glucose_Level": 139.4121654, + "Potassium_Level": 4.324880003, + "Sodium_Level": 136.2795543, + "Smoking_Pack_Years": 96.85820733 + }, + { + "Age": 59, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.96688654, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 64, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 17.45484213, + "White_Blood_Cell_Count": 5.482293697, + "Platelet_Count": 297.1026299, + "Albumin_Level": 4.06483622, + "Alkaline_Phosphatase_Level": 89.0451472, + "Alanine_Aminotransferase_Level": 13.00704777, + "Aspartate_Aminotransferase_Level": 44.74417802, + "Creatinine_Level": 0.644127811, + "LDH_Level": 135.0311549, + "Calcium_Level": 8.658380893, + "Phosphorus_Level": 3.847983796, + "Glucose_Level": 72.91542843, + "Potassium_Level": 3.593144062, + "Sodium_Level": 138.9389288, + "Smoking_Pack_Years": 54.54649326 + }, + { + "Age": 33, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 42.71714796, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 9, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 12.00152508, + "White_Blood_Cell_Count": 6.029664489, + "Platelet_Count": 445.2131373, + "Albumin_Level": 4.962668213, + "Alkaline_Phosphatase_Level": 50.5093245, + "Alanine_Aminotransferase_Level": 19.05137819, + "Aspartate_Aminotransferase_Level": 36.89812789, + "Creatinine_Level": 0.609835682, + "LDH_Level": 188.5101135, + "Calcium_Level": 9.925316529, + "Phosphorus_Level": 3.453047971, + "Glucose_Level": 127.805774, + "Potassium_Level": 3.941906917, + "Sodium_Level": 143.2092002, + "Smoking_Pack_Years": 17.00661584 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.83217756, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 75, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 11.1001856, + "White_Blood_Cell_Count": 9.082697559, + "Platelet_Count": 413.60091, + "Albumin_Level": 3.510208019, + "Alkaline_Phosphatase_Level": 89.6951886, + "Alanine_Aminotransferase_Level": 35.33940474, + "Aspartate_Aminotransferase_Level": 29.95979685, + "Creatinine_Level": 1.113260907, + "LDH_Level": 178.8022859, + "Calcium_Level": 9.236620776, + "Phosphorus_Level": 4.259733342, + "Glucose_Level": 76.16298007, + "Potassium_Level": 4.294423728, + "Sodium_Level": 138.799396, + "Smoking_Pack_Years": 53.40839377 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.37553733, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 50, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.76032384, + "White_Blood_Cell_Count": 3.728669131, + "Platelet_Count": 408.189614, + "Albumin_Level": 3.062026813, + "Alkaline_Phosphatase_Level": 69.17010625, + "Alanine_Aminotransferase_Level": 32.31456054, + "Aspartate_Aminotransferase_Level": 31.09267991, + "Creatinine_Level": 0.743518751, + "LDH_Level": 225.967902, + "Calcium_Level": 9.088552717, + "Phosphorus_Level": 3.500400149, + "Glucose_Level": 131.3487781, + "Potassium_Level": 4.729609934, + "Sodium_Level": 139.7564277, + "Smoking_Pack_Years": 83.24223953 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.9425908, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 71, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.19974855, + "White_Blood_Cell_Count": 4.447142701, + "Platelet_Count": 308.7843523, + "Albumin_Level": 4.657646798, + "Alkaline_Phosphatase_Level": 52.06728675, + "Alanine_Aminotransferase_Level": 15.08657021, + "Aspartate_Aminotransferase_Level": 12.36334046, + "Creatinine_Level": 0.870671296, + "LDH_Level": 107.4243662, + "Calcium_Level": 8.270423509, + "Phosphorus_Level": 4.036790104, + "Glucose_Level": 133.5163599, + "Potassium_Level": 3.867483229, + "Sodium_Level": 142.9991949, + "Smoking_Pack_Years": 6.436857905 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 95.9717065, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.56326211, + "White_Blood_Cell_Count": 5.732009212, + "Platelet_Count": 323.0340775, + "Albumin_Level": 3.352537241, + "Alkaline_Phosphatase_Level": 84.25964152, + "Alanine_Aminotransferase_Level": 16.86471004, + "Aspartate_Aminotransferase_Level": 30.26268971, + "Creatinine_Level": 0.986024262, + "LDH_Level": 129.9452348, + "Calcium_Level": 9.249537209, + "Phosphorus_Level": 4.566448569, + "Glucose_Level": 115.7382481, + "Potassium_Level": 4.508001294, + "Sodium_Level": 144.9230876, + "Smoking_Pack_Years": 36.41911172 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.94744564, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 8, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.04953383, + "White_Blood_Cell_Count": 6.005967265, + "Platelet_Count": 228.7697223, + "Albumin_Level": 3.337915884, + "Alkaline_Phosphatase_Level": 118.1784917, + "Alanine_Aminotransferase_Level": 36.49084539, + "Aspartate_Aminotransferase_Level": 21.34909823, + "Creatinine_Level": 0.775853808, + "LDH_Level": 125.0879085, + "Calcium_Level": 10.33922909, + "Phosphorus_Level": 2.855236322, + "Glucose_Level": 84.57852454, + "Potassium_Level": 4.235971554, + "Sodium_Level": 135.2907913, + "Smoking_Pack_Years": 73.20053875 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.82066087, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 119, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.37205079, + "White_Blood_Cell_Count": 6.620276974, + "Platelet_Count": 355.3627127, + "Albumin_Level": 4.559288967, + "Alkaline_Phosphatase_Level": 73.70542907, + "Alanine_Aminotransferase_Level": 32.56900445, + "Aspartate_Aminotransferase_Level": 45.84122898, + "Creatinine_Level": 0.706980883, + "LDH_Level": 175.6123055, + "Calcium_Level": 9.456687008, + "Phosphorus_Level": 4.798047085, + "Glucose_Level": 99.23554887, + "Potassium_Level": 4.594459912, + "Sodium_Level": 138.8183964, + "Smoking_Pack_Years": 80.27795296 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.00130223, + "Tumor_Location": 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"Glucose_Level": 141.8255331, + "Potassium_Level": 4.539918357, + "Sodium_Level": 140.3154603, + "Smoking_Pack_Years": 8.595405896 + }, + { + "Age": 48, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.40537837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 75, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 16.91401402, + "White_Blood_Cell_Count": 7.076402282, + "Platelet_Count": 212.6870814, + "Albumin_Level": 3.73815499, + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.27132011, + "White_Blood_Cell_Count": 6.53292117, + "Platelet_Count": 183.1848332, + "Albumin_Level": 3.029138887, + "Alkaline_Phosphatase_Level": 35.25427175, + "Alanine_Aminotransferase_Level": 35.86813875, + "Aspartate_Aminotransferase_Level": 47.02191994, + "Creatinine_Level": 1.376864981, + "LDH_Level": 103.0177644, + "Calcium_Level": 8.443799312, + "Phosphorus_Level": 4.880255331, + "Glucose_Level": 94.7130587, + "Potassium_Level": 4.782539539, + "Sodium_Level": 135.5108739, + "Smoking_Pack_Years": 72.5479722 + }, + { + "Age": 43, + "Gender": "Male", + "Smoking_History": 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"Calcium_Level": 8.746730391, + "Phosphorus_Level": 4.410999498, + "Glucose_Level": 90.14914972, + "Potassium_Level": 4.90295168, + "Sodium_Level": 138.1181338, + "Smoking_Pack_Years": 54.70628075 + }, + { + "Age": 79, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 75.44300161, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 49, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 17.96768974, + "White_Blood_Cell_Count": 4.310029648, + "Platelet_Count": 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"Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 10.83845882, + "White_Blood_Cell_Count": 8.678721461, + "Platelet_Count": 172.3467315, + "Albumin_Level": 4.47880756, + "Alkaline_Phosphatase_Level": 88.23708292, + "Alanine_Aminotransferase_Level": 18.5524543, + "Aspartate_Aminotransferase_Level": 24.61945646, + "Creatinine_Level": 1.300634977, + "LDH_Level": 204.6682462, + "Calcium_Level": 8.938294645, + "Phosphorus_Level": 3.126082431, + "Glucose_Level": 100.2768324, + "Potassium_Level": 3.796118337, + "Sodium_Level": 142.9318176, + "Smoking_Pack_Years": 20.52212913 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 98.1332906, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 24, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 98, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 11.06399159, + "White_Blood_Cell_Count": 4.443268747, + "Platelet_Count": 277.9451344, + "Albumin_Level": 3.880646346, + "Alkaline_Phosphatase_Level": 42.08010142, + "Alanine_Aminotransferase_Level": 20.19723711, + "Aspartate_Aminotransferase_Level": 38.99142771, + "Creatinine_Level": 1.053695794, + "LDH_Level": 201.6795032, + "Calcium_Level": 9.595172277, + "Phosphorus_Level": 3.977869862, + "Glucose_Level": 128.9700038, + "Potassium_Level": 4.273380401, + "Sodium_Level": 143.5887242, + "Smoking_Pack_Years": 86.0213895 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 42.13025342, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 78, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 11.3029179, + "White_Blood_Cell_Count": 4.253825667, + "Platelet_Count": 294.3145235, + "Albumin_Level": 4.735754937, + "Alkaline_Phosphatase_Level": 64.01023273, + "Alanine_Aminotransferase_Level": 14.16434624, + "Aspartate_Aminotransferase_Level": 22.80046565, + "Creatinine_Level": 0.933809314, + "LDH_Level": 122.2476006, + "Calcium_Level": 8.13701065, + "Phosphorus_Level": 3.707268867, + "Glucose_Level": 93.11927601, + "Potassium_Level": 4.560490128, + "Sodium_Level": 139.4469117, + "Smoking_Pack_Years": 77.6698191 + }, + { + "Age": 57, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.90441217, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 7, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 13.33875741, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 14.41013545, + "White_Blood_Cell_Count": 4.902391549, + "Platelet_Count": 165.5746643, + "Albumin_Level": 3.446657829, + "Alkaline_Phosphatase_Level": 61.89398214, + "Alanine_Aminotransferase_Level": 21.92577284, + "Aspartate_Aminotransferase_Level": 18.29273999, + "Creatinine_Level": 0.777109559, + "LDH_Level": 126.8688722, + "Calcium_Level": 9.302589299, + "Phosphorus_Level": 2.55840326, + "Glucose_Level": 82.48868414, + "Potassium_Level": 4.081775106, + "Sodium_Level": 140.8171303, + "Smoking_Pack_Years": 94.93046546 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.41754085, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 51, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.51024728, + "White_Blood_Cell_Count": 6.801420088, + "Platelet_Count": 163.3128309, + "Albumin_Level": 4.116100297, + "Alkaline_Phosphatase_Level": 86.50413949, + "Alanine_Aminotransferase_Level": 39.37014023, + "Aspartate_Aminotransferase_Level": 46.5694985, + "Creatinine_Level": 0.903211058, + "LDH_Level": 236.4976695, + "Calcium_Level": 9.4017782, + "Phosphorus_Level": 3.11532357, + "Glucose_Level": 104.7169506, + "Potassium_Level": 4.929706998, + "Sodium_Level": 141.9081459, + "Smoking_Pack_Years": 25.09378517 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 97.3852721, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 36, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 17.68765524, + "White_Blood_Cell_Count": 8.258145011, + "Platelet_Count": 316.663348, + "Albumin_Level": 3.606757077, + "Alkaline_Phosphatase_Level": 115.3419438, + "Alanine_Aminotransferase_Level": 27.17684789, + "Aspartate_Aminotransferase_Level": 17.75129315, + "Creatinine_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.63209336, + "White_Blood_Cell_Count": 9.749953826, + "Platelet_Count": 403.4000598, + "Albumin_Level": 3.531550977, + "Alkaline_Phosphatase_Level": 51.35724963, + "Alanine_Aminotransferase_Level": 11.65700232, + "Aspartate_Aminotransferase_Level": 20.32099181, + "Creatinine_Level": 0.680588709, + "LDH_Level": 249.3342961, + "Calcium_Level": 8.315250764, + "Phosphorus_Level": 3.999658715, + "Glucose_Level": 90.97536507, + "Potassium_Level": 4.260030439, + "Sodium_Level": 137.2979691, + "Smoking_Pack_Years": 78.50952804 + }, + { + "Age": 52, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.24303248, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Aspartate_Aminotransferase_Level": 38.04516417, + "Creatinine_Level": 1.228641221, + "LDH_Level": 116.4580856, + "Calcium_Level": 8.817124971, + "Phosphorus_Level": 2.685449407, + "Glucose_Level": 126.1907605, + "Potassium_Level": 3.970137036, + "Sodium_Level": 136.2067958, + "Smoking_Pack_Years": 98.87125484 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.94718174, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 77, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 16.33394214, + "White_Blood_Cell_Count": 4.624871956, + "Platelet_Count": 208.5274644, + "Albumin_Level": 3.014828325, + "Alkaline_Phosphatase_Level": 91.21957472, + "Alanine_Aminotransferase_Level": 13.00830384, + "Aspartate_Aminotransferase_Level": 34.69938274, + "Creatinine_Level": 1.290921484, + "LDH_Level": 197.3535806, + "Calcium_Level": 8.123290672, + "Phosphorus_Level": 3.335611989, + "Glucose_Level": 84.64666486, + "Potassium_Level": 3.67636389, + "Sodium_Level": 136.0041753, + "Smoking_Pack_Years": 8.998619877 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.16122837, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + 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33.90356169, + "Aspartate_Aminotransferase_Level": 45.98291781, + "Creatinine_Level": 0.989437258, + "LDH_Level": 217.9090568, + "Calcium_Level": 9.169603778, + "Phosphorus_Level": 3.777798301, + "Glucose_Level": 103.3263125, + "Potassium_Level": 4.494756038, + "Sodium_Level": 136.3152542, + "Smoking_Pack_Years": 26.51120468 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 17.77134808, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 118, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 69, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 174, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 11.02131981, + "White_Blood_Cell_Count": 7.080712311, + "Platelet_Count": 185.6876956, + "Albumin_Level": 3.142464147, + "Alkaline_Phosphatase_Level": 99.07683274, + "Alanine_Aminotransferase_Level": 31.11120039, + "Aspartate_Aminotransferase_Level": 13.01193303, + "Creatinine_Level": 0.710091982, + "LDH_Level": 228.0221971, + "Calcium_Level": 9.226244121, + "Phosphorus_Level": 4.363116459, + "Glucose_Level": 88.60814217, + "Potassium_Level": 4.841939708, + "Sodium_Level": 139.6919951, + "Smoking_Pack_Years": 99.16051117 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 33.82585579, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 104, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 175, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 17.84998714, + "White_Blood_Cell_Count": 3.875429851, + "Platelet_Count": 326.0155231, + "Albumin_Level": 4.06975139, + "Alkaline_Phosphatase_Level": 95.56206066, + "Alanine_Aminotransferase_Level": 9.811518978, + "Aspartate_Aminotransferase_Level": 18.89789802, + "Creatinine_Level": 0.71848718, + "LDH_Level": 140.1065558, + "Calcium_Level": 9.613389698, + "Phosphorus_Level": 4.144376835, + "Glucose_Level": 91.95972735, + "Potassium_Level": 4.364143777, + "Sodium_Level": 141.3360097, + "Smoking_Pack_Years": 52.12445806 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 52.30308632, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 66, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 12.67625493, + "White_Blood_Cell_Count": 7.343026874, + "Platelet_Count": 307.4480478, + "Albumin_Level": 3.702195295, + "Alkaline_Phosphatase_Level": 70.67930331, + "Alanine_Aminotransferase_Level": 18.24641575, + "Aspartate_Aminotransferase_Level": 46.54899643, + "Creatinine_Level": 0.557610082, + "LDH_Level": 101.8190353, + "Calcium_Level": 8.162187563, + "Phosphorus_Level": 2.893250001, + "Glucose_Level": 116.673844, + "Potassium_Level": 4.568590003, + "Sodium_Level": 137.8158339, + "Smoking_Pack_Years": 81.37755117 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 36.43972222, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 106, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 11.32425972, + "White_Blood_Cell_Count": 3.727991835, + "Platelet_Count": 369.3303651, + "Albumin_Level": 3.736001106, + "Alkaline_Phosphatase_Level": 109.7990937, + "Alanine_Aminotransferase_Level": 16.24652384, + "Aspartate_Aminotransferase_Level": 41.81595294, + "Creatinine_Level": 0.95592558, + "LDH_Level": 128.8454935, + "Calcium_Level": 9.674167599, + "Phosphorus_Level": 3.2971659, + "Glucose_Level": 86.90514467, + "Potassium_Level": 4.408571829, + "Sodium_Level": 143.5687698, + "Smoking_Pack_Years": 56.413366 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.90824333, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 54, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 92, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.2689516, + "White_Blood_Cell_Count": 4.528007627, + "Platelet_Count": 201.0538141, + "Albumin_Level": 3.087489646, + "Alkaline_Phosphatase_Level": 31.75613988, + "Alanine_Aminotransferase_Level": 35.52117292, + "Aspartate_Aminotransferase_Level": 37.07299379, + "Creatinine_Level": 1.011656641, + "LDH_Level": 141.3208087, + "Calcium_Level": 9.738752493, + "Phosphorus_Level": 2.731385144, + "Glucose_Level": 110.7871344, + "Potassium_Level": 4.252687718, + "Sodium_Level": 140.5852666, + "Smoking_Pack_Years": 57.04121484 + }, + { + "Age": 37, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.47160317, + "Tumor_Location": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 119, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 12.59211965, + "White_Blood_Cell_Count": 6.477192416, + "Platelet_Count": 386.5148578, + "Albumin_Level": 3.495075474, + "Alkaline_Phosphatase_Level": 116.5843233, + "Alanine_Aminotransferase_Level": 14.06334947, + "Aspartate_Aminotransferase_Level": 28.74497912, + "Creatinine_Level": 0.830083628, + "LDH_Level": 240.9550758, + "Calcium_Level": 10.23181738, + "Phosphorus_Level": 3.818077136, + "Glucose_Level": 91.23689737, + "Potassium_Level": 3.960054568, + "Sodium_Level": 141.6999518, + "Smoking_Pack_Years": 22.53007 + }, + { + "Age": 55, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 46.47764266, + "Tumor_Location": "Lower 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"Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 14, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.78926316, + "White_Blood_Cell_Count": 4.111474681, + "Platelet_Count": 186.5565629, + "Albumin_Level": 4.7599733, + "Alkaline_Phosphatase_Level": 40.41042828, + "Alanine_Aminotransferase_Level": 37.30451682, + "Aspartate_Aminotransferase_Level": 18.43219186, + "Creatinine_Level": 1.161231865, + "LDH_Level": 208.7912882, + "Calcium_Level": 8.536535352, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 58.4788137, + "Alanine_Aminotransferase_Level": 19.22235501, + "Aspartate_Aminotransferase_Level": 17.79673939, + "Creatinine_Level": 0.977661422, + "LDH_Level": 163.4156279, + "Calcium_Level": 10.14680018, + "Phosphorus_Level": 3.277560043, + "Glucose_Level": 82.08127248, + "Potassium_Level": 4.387596126, + "Sodium_Level": 142.3970941, + "Smoking_Pack_Years": 62.21106323 + }, + { + "Age": 54, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 97.36658251, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 51, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.14334744, + "White_Blood_Cell_Count": 7.234746704, + "Platelet_Count": 438.5550387, + "Albumin_Level": 3.303832429, + "Alkaline_Phosphatase_Level": 87.17847001, + "Alanine_Aminotransferase_Level": 20.62754501, + "Aspartate_Aminotransferase_Level": 31.12846502, + "Creatinine_Level": 1.228945416, + "LDH_Level": 200.7624185, + "Calcium_Level": 9.508377818, + "Phosphorus_Level": 4.961592892, + "Glucose_Level": 134.8301743, + "Potassium_Level": 3.730420735, + "Sodium_Level": 136.5169439, + "Smoking_Pack_Years": 52.27120199 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": 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9.222652047, + "Phosphorus_Level": 3.71326194, + "Glucose_Level": 73.11879707, + "Potassium_Level": 3.882351564, + "Sodium_Level": 136.5246011, + "Smoking_Pack_Years": 30.62598042 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 24.305117, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 25, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.32972031, + "White_Blood_Cell_Count": 8.213403616, + "Platelet_Count": 316.0672121, + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 17.45429421, + "White_Blood_Cell_Count": 8.592100389, + "Platelet_Count": 419.2099943, + "Albumin_Level": 3.102024777, + "Alkaline_Phosphatase_Level": 81.15499452, + "Alanine_Aminotransferase_Level": 12.60331911, + "Aspartate_Aminotransferase_Level": 32.44440468, + "Creatinine_Level": 1.092865389, + "LDH_Level": 204.7183712, + "Calcium_Level": 10.13445391, + "Phosphorus_Level": 3.453059476, + "Glucose_Level": 149.6238597, + "Potassium_Level": 4.795459243, + "Sodium_Level": 135.3312159, + "Smoking_Pack_Years": 97.4225705 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 152, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 10.6132542, + "White_Blood_Cell_Count": 8.727982194, + "Platelet_Count": 201.8061662, + "Albumin_Level": 3.619656358, + "Alkaline_Phosphatase_Level": 110.6867687, + "Alanine_Aminotransferase_Level": 26.24546017, + "Aspartate_Aminotransferase_Level": 49.23447703, + "Creatinine_Level": 0.618132655, + "LDH_Level": 108.6254638, + "Calcium_Level": 9.839431015, + "Phosphorus_Level": 2.690538592, + "Glucose_Level": 130.4758696, + "Potassium_Level": 3.696007726, + "Sodium_Level": 135.4885611, + "Smoking_Pack_Years": 55.60633859 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 110, + "Blood_Pressure_Diastolic": 106, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 12.58217985, + "White_Blood_Cell_Count": 8.173245838, + "Platelet_Count": 219.1668231, + "Albumin_Level": 3.890878459, + "Alkaline_Phosphatase_Level": 91.34343068, + "Alanine_Aminotransferase_Level": 15.96996207, + "Aspartate_Aminotransferase_Level": 37.08828076, + "Creatinine_Level": 0.703341078, + "LDH_Level": 224.6728994, + "Calcium_Level": 8.102737802, + "Phosphorus_Level": 2.565668058, + "Glucose_Level": 128.3310576, + "Potassium_Level": 4.109796858, + "Sodium_Level": 137.7853371, + "Smoking_Pack_Years": 30.16406285 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 147, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 10.30442747, + "White_Blood_Cell_Count": 8.60643829, + "Platelet_Count": 184.7900231, + "Albumin_Level": 4.271000257, + "Alkaline_Phosphatase_Level": 39.51587316, + "Alanine_Aminotransferase_Level": 22.52529364, + "Aspartate_Aminotransferase_Level": 49.05997536, + "Creatinine_Level": 0.866560089, + "LDH_Level": 176.4783675, + "Calcium_Level": 9.038234341, + "Phosphorus_Level": 3.746323307, + "Glucose_Level": 111.4997878, + "Potassium_Level": 3.749037311, + "Sodium_Level": 141.2229373, + "Smoking_Pack_Years": 12.44530406 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 18.73009409, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 137, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.75443922, + "White_Blood_Cell_Count": 3.910135905, + "Platelet_Count": 234.6580802, + "Albumin_Level": 3.391608985, + "Alkaline_Phosphatase_Level": 53.45074012, + "Alanine_Aminotransferase_Level": 28.74442548, + "Aspartate_Aminotransferase_Level": 16.82044347, + "Creatinine_Level": 1.363063215, + "LDH_Level": 170.7785127, + "Calcium_Level": 8.596276431, + "Phosphorus_Level": 3.13758668, + "Glucose_Level": 110.3823564, + "Potassium_Level": 4.970390884, + "Sodium_Level": 135.9881297, + "Smoking_Pack_Years": 71.79887364 + }, + { + "Age": 41, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 27.1345566, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.36802517, + "White_Blood_Cell_Count": 4.474753184, + "Platelet_Count": 444.7358941, + "Albumin_Level": 4.547970441, + "Alkaline_Phosphatase_Level": 86.76516541, + "Alanine_Aminotransferase_Level": 15.40120893, + "Aspartate_Aminotransferase_Level": 20.19922335, + "Creatinine_Level": 1.151559521, + "LDH_Level": 238.4261188, + "Calcium_Level": 8.897997285, + "Phosphorus_Level": 3.343226176, + "Glucose_Level": 72.42582213, + "Potassium_Level": 4.416087836, + "Sodium_Level": 136.7937752, + "Smoking_Pack_Years": 13.94027135 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.24776495, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 3, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 167, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.74556366, + "White_Blood_Cell_Count": 6.801299795, + "Platelet_Count": 256.6685021, + "Albumin_Level": 3.205987001, + "Alkaline_Phosphatase_Level": 81.41451794, + "Alanine_Aminotransferase_Level": 21.34809152, + "Aspartate_Aminotransferase_Level": 37.72703469, + "Creatinine_Level": 0.8324631, + "LDH_Level": 223.7413698, + "Calcium_Level": 9.994887301, + "Phosphorus_Level": 4.92438733, + "Glucose_Level": 75.18799201, + "Potassium_Level": 4.777145433, + "Sodium_Level": 142.8567452, + "Smoking_Pack_Years": 90.12179561 + }, + { + "Age": 43, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 89.01689894, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 96, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 16.06760197, + "White_Blood_Cell_Count": 9.914429834, + "Platelet_Count": 216.8389934, + "Albumin_Level": 3.584728874, + "Alkaline_Phosphatase_Level": 115.8594173, + "Alanine_Aminotransferase_Level": 20.25185629, + "Aspartate_Aminotransferase_Level": 37.43797621, + "Creatinine_Level": 0.855363243, + "LDH_Level": 112.3551822, + "Calcium_Level": 10.34045055, + "Phosphorus_Level": 3.026386928, + "Glucose_Level": 143.8837879, + "Potassium_Level": 4.237855933, + "Sodium_Level": 140.7237827, + "Smoking_Pack_Years": 28.78804546 + }, + { + "Age": 61, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 27.28934436, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.61217482, + "White_Blood_Cell_Count": 3.787809794, + "Platelet_Count": 264.7154939, + "Albumin_Level": 3.045387976, + "Alkaline_Phosphatase_Level": 31.58188889, + "Alanine_Aminotransferase_Level": 39.80967003, + "Aspartate_Aminotransferase_Level": 30.60956694, + "Creatinine_Level": 1.306504793, + "LDH_Level": 172.1930598, + "Calcium_Level": 8.797815128, + "Phosphorus_Level": 4.838100026, + "Glucose_Level": 98.8773921, + "Potassium_Level": 3.788658504, + "Sodium_Level": 137.7240491, + "Smoking_Pack_Years": 20.7868231 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 34.70639776, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 104, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 91, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 13.46063485, + "White_Blood_Cell_Count": 6.771437697, + "Platelet_Count": 342.9413915, + "Albumin_Level": 3.196442946, + "Alkaline_Phosphatase_Level": 116.6572441, + "Alanine_Aminotransferase_Level": 9.944913155, + "Aspartate_Aminotransferase_Level": 37.68242702, + "Creatinine_Level": 1.154564342, + "LDH_Level": 176.4128722, + "Calcium_Level": 10.22836955, + "Phosphorus_Level": 4.640199285, + "Glucose_Level": 105.9063261, + "Potassium_Level": 4.626671266, + "Sodium_Level": 136.2510307, + "Smoking_Pack_Years": 48.27532034 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 69.94339698, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 38, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.77553237, + "White_Blood_Cell_Count": 8.272509975, + "Platelet_Count": 294.3022818, + "Albumin_Level": 3.501216674, + "Alkaline_Phosphatase_Level": 88.2086378, + "Alanine_Aminotransferase_Level": 24.06059797, + "Aspartate_Aminotransferase_Level": 30.33637088, + "Creatinine_Level": 1.147582453, + "LDH_Level": 116.9633291, + "Calcium_Level": 9.857117939, + "Phosphorus_Level": 2.92131536, + "Glucose_Level": 107.3375796, + "Potassium_Level": 4.999811851, + "Sodium_Level": 141.9897961, + "Smoking_Pack_Years": 81.700555 + }, + { + "Age": 48, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.71840431, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 67, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 12.46895603, + "White_Blood_Cell_Count": 8.951438915, + "Platelet_Count": 395.9626978, + "Albumin_Level": 3.815820526, + "Alkaline_Phosphatase_Level": 71.41670904, + "Alanine_Aminotransferase_Level": 17.01149222, + "Aspartate_Aminotransferase_Level": 39.51733031, + "Creatinine_Level": 1.200985061, + "LDH_Level": 212.2566638, + "Calcium_Level": 8.086137163, + "Phosphorus_Level": 4.255160793, + "Glucose_Level": 105.05248, + "Potassium_Level": 4.277124572, + "Sodium_Level": 141.7461326, + "Smoking_Pack_Years": 62.4043423 + }, + { + "Age": 51, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 50.96968232, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 110, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 14.03597754, + "White_Blood_Cell_Count": 8.668650175, + "Platelet_Count": 242.9378746, + "Albumin_Level": 4.738109338, + "Alkaline_Phosphatase_Level": 117.3601002, + "Alanine_Aminotransferase_Level": 25.81752544, + "Aspartate_Aminotransferase_Level": 43.2300097, + "Creatinine_Level": 1.223202715, + "LDH_Level": 100.1256588, + "Calcium_Level": 9.918922512, + "Phosphorus_Level": 3.189681469, + "Glucose_Level": 118.2867312, + "Potassium_Level": 4.755504545, + "Sodium_Level": 142.8765665, + "Smoking_Pack_Years": 80.8333239 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 92.9979993, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 39, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 14.83308123, + "White_Blood_Cell_Count": 9.255781974, + "Platelet_Count": 369.8949034, + "Albumin_Level": 4.853457797, + "Alkaline_Phosphatase_Level": 94.84140462, + "Alanine_Aminotransferase_Level": 29.0081615, + "Aspartate_Aminotransferase_Level": 30.08811955, + "Creatinine_Level": 1.254716087, + "LDH_Level": 176.1193746, + "Calcium_Level": 8.015723418, + "Phosphorus_Level": 4.367932797, + "Glucose_Level": 89.94071155, + "Potassium_Level": 3.94483268, + "Sodium_Level": 136.0601321, + "Smoking_Pack_Years": 1.79397545 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 61.71530919, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 177, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 68, + "Hemoglobin_Level": 15.45888708, + "White_Blood_Cell_Count": 7.904959578, + "Platelet_Count": 357.5400222, + "Albumin_Level": 3.463409927, + "Alkaline_Phosphatase_Level": 57.8066464, + "Alanine_Aminotransferase_Level": 21.91574062, + "Aspartate_Aminotransferase_Level": 10.02848537, + "Creatinine_Level": 1.255209624, + "LDH_Level": 182.3383901, + "Calcium_Level": 9.097675606, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 117.6477019, + "Alanine_Aminotransferase_Level": 18.9468644, + "Aspartate_Aminotransferase_Level": 39.44322459, + "Creatinine_Level": 0.51536997, + "LDH_Level": 229.7039412, + "Calcium_Level": 10.32087733, + "Phosphorus_Level": 3.596031844, + "Glucose_Level": 110.5169608, + "Potassium_Level": 3.766118798, + "Sodium_Level": 136.3701042, + "Smoking_Pack_Years": 88.81975269 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 11.79693593, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 12.63978698, + "White_Blood_Cell_Count": 8.688887245, + "Platelet_Count": 177.1241812, + "Albumin_Level": 3.434885455, + "Alkaline_Phosphatase_Level": 91.27374828, + "Alanine_Aminotransferase_Level": 10.94562374, + "Aspartate_Aminotransferase_Level": 19.0124385, + "Creatinine_Level": 0.81031655, + "LDH_Level": 214.7814739, + "Calcium_Level": 9.603611635, + "Phosphorus_Level": 3.341406095, + "Glucose_Level": 80.67950836, + "Potassium_Level": 4.767949599, + "Sodium_Level": 143.2042641, + "Smoking_Pack_Years": 98.68923131 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": 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"Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 12.21589884, + "White_Blood_Cell_Count": 4.349963848, + "Platelet_Count": 191.904091, + "Albumin_Level": 3.23894778, + "Alkaline_Phosphatase_Level": 96.35026159, + "Alanine_Aminotransferase_Level": 23.24372346, + "Aspartate_Aminotransferase_Level": 33.06609112, + "Creatinine_Level": 1.340360629, + "LDH_Level": 243.6839072, + "Calcium_Level": 8.52390103, + "Phosphorus_Level": 3.030416436, + "Glucose_Level": 119.0337837, + "Potassium_Level": 4.060443106, + "Sodium_Level": 142.881567, + "Smoking_Pack_Years": 51.42122828 + }, + { + "Age": 65, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 12.84847656, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 46, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 10.86084926, + "White_Blood_Cell_Count": 7.740485639, + "Platelet_Count": 241.1543983, + "Albumin_Level": 4.896088818, + "Alkaline_Phosphatase_Level": 117.810365, + "Alanine_Aminotransferase_Level": 24.183849, + "Aspartate_Aminotransferase_Level": 33.2774092, + "Creatinine_Level": 0.502687189, + "LDH_Level": 174.5377709, + "Calcium_Level": 8.331888609, + "Phosphorus_Level": 4.636222727, + "Glucose_Level": 134.9445972, + "Potassium_Level": 4.405047546, + "Sodium_Level": 141.4097508, + "Smoking_Pack_Years": 83.32857041 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.84840737, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 42, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 116, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.18928253, + "White_Blood_Cell_Count": 3.911704546, + "Platelet_Count": 189.4458705, + "Albumin_Level": 4.645884721, + "Alkaline_Phosphatase_Level": 119.08312, + "Alanine_Aminotransferase_Level": 39.45544827, + "Aspartate_Aminotransferase_Level": 13.54064493, + "Creatinine_Level": 1.302436215, + "LDH_Level": 249.3727361, + "Calcium_Level": 9.389197025, + "Phosphorus_Level": 2.825538394, + "Glucose_Level": 130.2387749, + "Potassium_Level": 4.633614105, + "Sodium_Level": 142.9977995, + "Smoking_Pack_Years": 75.95452002 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 63.88521689, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 49, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.78467043, + "White_Blood_Cell_Count": 3.979719371, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.19774396, + "White_Blood_Cell_Count": 9.288935678, + "Platelet_Count": 282.6879199, + "Albumin_Level": 4.694117524, + "Alkaline_Phosphatase_Level": 105.3028148, + "Alanine_Aminotransferase_Level": 35.72433035, + "Aspartate_Aminotransferase_Level": 46.18270778, + "Creatinine_Level": 0.564673602, + "LDH_Level": 208.3332172, + "Calcium_Level": 8.065227454, + "Phosphorus_Level": 2.937889419, + "Glucose_Level": 78.16679766, + "Potassium_Level": 3.639240113, + "Sodium_Level": 137.8171138, + "Smoking_Pack_Years": 1.92736018 + }, + { + "Age": 78, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 94.42459663, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 44, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.56006773, + "White_Blood_Cell_Count": 5.906139929, + "Platelet_Count": 346.7759771, + "Albumin_Level": 4.81418767, + "Alkaline_Phosphatase_Level": 116.3627501, + "Alanine_Aminotransferase_Level": 18.64924547, + "Aspartate_Aminotransferase_Level": 29.03387492, + "Creatinine_Level": 0.645114755, + "LDH_Level": 225.1578811, + "Calcium_Level": 10.24284147, + "Phosphorus_Level": 4.091644399, + "Glucose_Level": 89.33110666, + "Potassium_Level": 4.936941213, + "Sodium_Level": 135.3781164, + "Smoking_Pack_Years": 23.14189981 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.00222612, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 32, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 10.32551839, + "White_Blood_Cell_Count": 9.429208019, + "Platelet_Count": 184.8977192, + "Albumin_Level": 3.305258004, + "Alkaline_Phosphatase_Level": 100.3092612, + "Alanine_Aminotransferase_Level": 36.57505239, + "Aspartate_Aminotransferase_Level": 28.08203797, + "Creatinine_Level": 1.012670986, + "LDH_Level": 165.1258902, + "Calcium_Level": 8.689568941, + "Phosphorus_Level": 4.58423942, + "Glucose_Level": 109.0983394, + "Potassium_Level": 4.059267486, + "Sodium_Level": 136.1888385, + "Smoking_Pack_Years": 72.74315988 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 16.83958609, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 72, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 145, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 12.59228958, + 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 15.12867306, + "White_Blood_Cell_Count": 3.566343713, + "Platelet_Count": 356.7149125, + "Albumin_Level": 3.108839491, + "Alkaline_Phosphatase_Level": 100.2887289, + "Alanine_Aminotransferase_Level": 38.8415973, + "Aspartate_Aminotransferase_Level": 17.54865032, + "Creatinine_Level": 0.647701059, + "LDH_Level": 245.2516792, + "Calcium_Level": 8.296772237, + "Phosphorus_Level": 4.663581916, + "Glucose_Level": 149.227181, + "Potassium_Level": 4.131083081, + "Sodium_Level": 135.8218181, + "Smoking_Pack_Years": 25.56899663 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 70.04305293, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 90, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.21218599, + "White_Blood_Cell_Count": 8.271953005, + "Platelet_Count": 207.6045202, + "Albumin_Level": 4.499725843, + "Alkaline_Phosphatase_Level": 102.4453652, + "Alanine_Aminotransferase_Level": 31.89306735, + "Aspartate_Aminotransferase_Level": 15.97988705, + "Creatinine_Level": 1.495040428, + "LDH_Level": 217.4404546, + "Calcium_Level": 10.18182984, + "Phosphorus_Level": 3.425495028, + "Glucose_Level": 106.9386437, + "Potassium_Level": 3.856249272, + "Sodium_Level": 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"Aspartate_Aminotransferase_Level": 39.18781709, + "Creatinine_Level": 1.075207963, + "LDH_Level": 143.9916835, + "Calcium_Level": 9.867883965, + "Phosphorus_Level": 2.711900288, + "Glucose_Level": 133.4737995, + "Potassium_Level": 3.680399909, + "Sodium_Level": 139.6704538, + "Smoking_Pack_Years": 79.22505753 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 86.80246915, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 71, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 16.2082031, + "White_Blood_Cell_Count": 3.74181575, + "Platelet_Count": 340.0953894, + "Albumin_Level": 4.27676712, + "Alkaline_Phosphatase_Level": 118.9943727, + "Alanine_Aminotransferase_Level": 27.59581782, + "Aspartate_Aminotransferase_Level": 14.32008918, + "Creatinine_Level": 0.564643245, + "LDH_Level": 196.5516692, + "Calcium_Level": 8.713898818, + "Phosphorus_Level": 3.686608976, + "Glucose_Level": 72.52812244, + "Potassium_Level": 4.068941176, + "Sodium_Level": 144.4341568, + "Smoking_Pack_Years": 39.10831914 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 12.09689031, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 37, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 13.34365516, + "White_Blood_Cell_Count": 9.860275567, + "Platelet_Count": 152.0800096, + "Albumin_Level": 4.292321373, + "Alkaline_Phosphatase_Level": 92.53180921, + "Alanine_Aminotransferase_Level": 12.08595545, + "Aspartate_Aminotransferase_Level": 13.13809655, + "Creatinine_Level": 0.576748134, + "LDH_Level": 226.485349, + "Calcium_Level": 10.48507689, + "Phosphorus_Level": 4.901192417, + "Glucose_Level": 98.24955837, + "Potassium_Level": 3.674117689, + "Sodium_Level": 136.3186665, + "Smoking_Pack_Years": 30.91975018 + }, + { + "Age": 58, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 85.37894481, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 87, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.39263737, + "White_Blood_Cell_Count": 7.27523906, + "Platelet_Count": 291.8208625, + "Albumin_Level": 3.273353797, + "Alkaline_Phosphatase_Level": 60.55960665, + "Alanine_Aminotransferase_Level": 25.51719173, + "Aspartate_Aminotransferase_Level": 18.79056107, + "Creatinine_Level": 1.036337125, + "LDH_Level": 196.6559878, + "Calcium_Level": 9.046817286, + "Phosphorus_Level": 2.836967401, + "Glucose_Level": 148.8835335, + "Potassium_Level": 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"Alanine_Aminotransferase_Level": 22.37699255, + "Aspartate_Aminotransferase_Level": 45.05080446, + "Creatinine_Level": 0.729162853, + "LDH_Level": 173.65796, + "Calcium_Level": 8.345892866, + "Phosphorus_Level": 4.214072259, + "Glucose_Level": 147.0548747, + "Potassium_Level": 3.978686723, + "Sodium_Level": 141.741398, + "Smoking_Pack_Years": 47.75626607 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 33.50510242, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 67, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 149, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 10.79371538, + "White_Blood_Cell_Count": 6.402271435, + "Platelet_Count": 294.917684, + "Albumin_Level": 3.982742227, + "Alkaline_Phosphatase_Level": 44.13060727, + "Alanine_Aminotransferase_Level": 34.23232948, + "Aspartate_Aminotransferase_Level": 26.20870925, + "Creatinine_Level": 0.788418124, + "LDH_Level": 156.655376, + "Calcium_Level": 8.945406063, + "Phosphorus_Level": 2.840293274, + "Glucose_Level": 71.77085182, + "Potassium_Level": 3.88150736, + "Sodium_Level": 138.7122196, + "Smoking_Pack_Years": 91.11318022 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 10.53613843, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 69, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 14.28368389, + "White_Blood_Cell_Count": 7.257596451, + "Platelet_Count": 367.7246392, + "Albumin_Level": 4.193147303, + "Alkaline_Phosphatase_Level": 57.62456075, + "Alanine_Aminotransferase_Level": 32.53132755, + "Aspartate_Aminotransferase_Level": 42.82645557, + "Creatinine_Level": 0.780068815, + "LDH_Level": 181.064191, + "Calcium_Level": 9.751548638, + "Phosphorus_Level": 2.994470148, + "Glucose_Level": 122.1644049, + "Potassium_Level": 3.752930645, + "Sodium_Level": 143.656891, + "Smoking_Pack_Years": 57.67566977 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 56.9192662, + "Tumor_Location": 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79.57757934, + "Potassium_Level": 3.932466949, + "Sodium_Level": 144.12229, + "Smoking_Pack_Years": 31.70904555 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 48.00307381, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 63, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 11.26810563, + "White_Blood_Cell_Count": 6.541386838, + "Platelet_Count": 280.9197953, + "Albumin_Level": 4.346050588, + "Alkaline_Phosphatase_Level": 95.51111395, + 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 96, + "Blood_Pressure_Diastolic": 87, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 12.69402876, + "White_Blood_Cell_Count": 5.149321805, + "Platelet_Count": 384.235218, + "Albumin_Level": 4.35471469, + "Alkaline_Phosphatase_Level": 75.9034579, + "Alanine_Aminotransferase_Level": 11.76952089, + "Aspartate_Aminotransferase_Level": 40.93761015, + "Creatinine_Level": 0.638070843, + "LDH_Level": 221.3679853, + "Calcium_Level": 9.351969148, + "Phosphorus_Level": 4.842446868, + "Glucose_Level": 120.8285208, + "Potassium_Level": 3.876955721, + "Sodium_Level": 144.5496957, + "Smoking_Pack_Years": 16.73434683 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 14.17231223, + "White_Blood_Cell_Count": 7.715439492, + "Platelet_Count": 279.9698889, + "Albumin_Level": 3.958496587, + "Alkaline_Phosphatase_Level": 67.12539801, + "Alanine_Aminotransferase_Level": 34.07961423, + "Aspartate_Aminotransferase_Level": 22.84068132, + "Creatinine_Level": 1.080849532, + "LDH_Level": 228.9741388, + "Calcium_Level": 8.678536646, + "Phosphorus_Level": 2.833651773, + "Glucose_Level": 82.9369327, + "Potassium_Level": 4.341179749, + "Sodium_Level": 138.6205665, + "Smoking_Pack_Years": 55.33386459 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": 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9.261440016, + "Phosphorus_Level": 4.122392748, + "Glucose_Level": 73.88432571, + "Potassium_Level": 3.615310351, + "Sodium_Level": 137.1073982, + "Smoking_Pack_Years": 21.62844303 + }, + { + "Age": 38, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 55.22505047, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 25, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 14.2061732, + "White_Blood_Cell_Count": 8.385669414, + "Platelet_Count": 357.5316704, + "Albumin_Level": 4.725680805, + "Alkaline_Phosphatase_Level": 79.49756929, + "Alanine_Aminotransferase_Level": 16.51401771, + "Aspartate_Aminotransferase_Level": 27.44918546, + "Creatinine_Level": 1.112726613, + "LDH_Level": 202.255606, + "Calcium_Level": 9.047582403, + "Phosphorus_Level": 3.982432779, + "Glucose_Level": 115.0315852, + "Potassium_Level": 4.83546699, + "Sodium_Level": 137.1696388, + "Smoking_Pack_Years": 0.151149244 + }, + { + "Age": 34, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.45534599, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Asian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 112, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.28398792, + "White_Blood_Cell_Count": 7.538388307, + "Platelet_Count": 435.1623868, + "Albumin_Level": 3.013314205, + "Alkaline_Phosphatase_Level": 64.00271063, + "Alanine_Aminotransferase_Level": 23.71348346, + "Aspartate_Aminotransferase_Level": 23.54462454, + "Creatinine_Level": 1.099962715, + "LDH_Level": 185.700598, + "Calcium_Level": 9.722005302, + "Phosphorus_Level": 3.563244051, + "Glucose_Level": 94.97161106, + "Potassium_Level": 4.825771862, + "Sodium_Level": 137.4332854, + "Smoking_Pack_Years": 1.739422409 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.3043488, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 94, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 10.92692056, + "White_Blood_Cell_Count": 5.261455351, + "Platelet_Count": 188.5926996, + "Albumin_Level": 4.107909006, + "Alkaline_Phosphatase_Level": 72.88416461, + "Alanine_Aminotransferase_Level": 5.028954092, + "Aspartate_Aminotransferase_Level": 27.49574232, + "Creatinine_Level": 0.806074923, + "LDH_Level": 178.8988254, + "Calcium_Level": 9.418436566, + "Phosphorus_Level": 4.701903357, + "Glucose_Level": 93.90108485, + "Potassium_Level": 4.596883011, + "Sodium_Level": 138.2312818, + "Smoking_Pack_Years": 46.49447727 + }, + { + "Age": 56, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 15.60514953, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 85, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 82, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 16.44645924, + "White_Blood_Cell_Count": 4.969514335, + "Platelet_Count": 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"Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 95, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 14.6083454, + "White_Blood_Cell_Count": 4.304327526, + "Platelet_Count": 328.8180577, + "Albumin_Level": 4.846849548, + "Alkaline_Phosphatase_Level": 91.38266869, + "Alanine_Aminotransferase_Level": 26.8784358, + "Aspartate_Aminotransferase_Level": 47.16360628, + "Creatinine_Level": 0.833745927, + "LDH_Level": 169.4247421, + "Calcium_Level": 9.634371672, + "Phosphorus_Level": 3.49427713, + "Glucose_Level": 127.2362874, + "Potassium_Level": 4.770545131, + "Sodium_Level": 139.7193345, + "Smoking_Pack_Years": 69.19655964 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 44.03018618, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 12.15052977, + "White_Blood_Cell_Count": 4.573064026, + "Platelet_Count": 353.0657008, + "Albumin_Level": 4.41872076, + "Alkaline_Phosphatase_Level": 96.08377704, + "Alanine_Aminotransferase_Level": 32.45388054, + "Aspartate_Aminotransferase_Level": 14.49924874, + "Creatinine_Level": 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"White_Blood_Cell_Count": 9.915403674, + "Platelet_Count": 386.8859234, + "Albumin_Level": 3.126145403, + "Alkaline_Phosphatase_Level": 56.28376041, + "Alanine_Aminotransferase_Level": 7.387164668, + "Aspartate_Aminotransferase_Level": 30.8235073, + "Creatinine_Level": 1.122494813, + "LDH_Level": 145.6499221, + "Calcium_Level": 8.670022395, + "Phosphorus_Level": 3.960966105, + "Glucose_Level": 128.4387457, + "Potassium_Level": 4.363471766, + "Sodium_Level": 136.9227729, + "Smoking_Pack_Years": 23.57702492 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.97468037, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 94, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 16.46023276, + "White_Blood_Cell_Count": 4.420976033, + "Platelet_Count": 216.3205958, + "Albumin_Level": 4.865882278, + "Alkaline_Phosphatase_Level": 83.99572029, + "Alanine_Aminotransferase_Level": 8.083023036, + "Aspartate_Aminotransferase_Level": 37.90030712, + "Creatinine_Level": 1.422413291, + "LDH_Level": 216.987661, + "Calcium_Level": 9.139434902, + "Phosphorus_Level": 4.412047652, + "Glucose_Level": 89.05371697, + "Potassium_Level": 4.384394173, + "Sodium_Level": 142.0182866, + "Smoking_Pack_Years": 44.12398805 + }, + { + "Age": 62, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.70858462, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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12.92390698, + "Creatinine_Level": 1.057046587, + "LDH_Level": 243.8238145, + "Calcium_Level": 8.369979031, + "Phosphorus_Level": 2.628441179, + "Glucose_Level": 112.9053234, + "Potassium_Level": 4.631074376, + "Sodium_Level": 140.9147295, + "Smoking_Pack_Years": 63.54447371 + }, + { + "Age": 72, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.68405362, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 96, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 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"Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 10.53388674, + "White_Blood_Cell_Count": 5.578145778, + "Platelet_Count": 446.1691262, + "Albumin_Level": 3.424542066, + "Alkaline_Phosphatase_Level": 33.4051663, + "Alanine_Aminotransferase_Level": 6.443600843, + "Aspartate_Aminotransferase_Level": 48.17819758, + "Creatinine_Level": 0.96667851, + "LDH_Level": 216.9640814, + "Calcium_Level": 10.12704669, + "Phosphorus_Level": 4.301334253, + "Glucose_Level": 116.4505882, + "Potassium_Level": 4.932793369, + "Sodium_Level": 143.9390016, + "Smoking_Pack_Years": 75.34598432 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 41.16835268, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 14.39450532, + "White_Blood_Cell_Count": 5.802426888, + "Platelet_Count": 247.2602301, + "Albumin_Level": 3.580842297, + "Alkaline_Phosphatase_Level": 99.18741456, + "Alanine_Aminotransferase_Level": 14.25919319, + "Aspartate_Aminotransferase_Level": 29.13475253, + "Creatinine_Level": 0.668080803, + "LDH_Level": 210.2527375, + "Calcium_Level": 8.762497283, + "Phosphorus_Level": 4.478255674, + "Glucose_Level": 124.9207377, + "Potassium_Level": 4.778201846, + "Sodium_Level": 143.0836754, + "Smoking_Pack_Years": 43.49828237 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 48.75819191, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 104, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 107, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 15.53600151, + "White_Blood_Cell_Count": 3.612081088, + "Platelet_Count": 347.3408582, + "Albumin_Level": 3.65971494, + "Alkaline_Phosphatase_Level": 69.89614695, + "Alanine_Aminotransferase_Level": 12.41264571, + "Aspartate_Aminotransferase_Level": 49.32544463, + "Creatinine_Level": 1.187704458, + "LDH_Level": 136.0869809, + "Calcium_Level": 9.171699802, + "Phosphorus_Level": 4.987230557, + "Glucose_Level": 128.7701184, + "Potassium_Level": 4.277870211, + 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"Aspartate_Aminotransferase_Level": 36.51694494, + "Creatinine_Level": 0.952224169, + "LDH_Level": 141.3197398, + "Calcium_Level": 10.35609198, + "Phosphorus_Level": 3.40348972, + "Glucose_Level": 111.1863242, + "Potassium_Level": 4.874278815, + "Sodium_Level": 144.5489466, + "Smoking_Pack_Years": 52.85325275 + }, + { + "Age": 68, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 47.8813104, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 72, + 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"Potassium_Level": 3.664681333, + "Sodium_Level": 140.134219, + "Smoking_Pack_Years": 26.37593909 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 21.97538048, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 75, + "Hemoglobin_Level": 12.91133839, + "White_Blood_Cell_Count": 5.085706169, + "Platelet_Count": 305.9289168, + "Albumin_Level": 4.405530608, + "Alkaline_Phosphatase_Level": 118.9874982, + "Alanine_Aminotransferase_Level": 23.99674914, + "Aspartate_Aminotransferase_Level": 11.81063257, + "Creatinine_Level": 1.300054419, + "LDH_Level": 126.6910285, + "Calcium_Level": 9.260612319, + "Phosphorus_Level": 3.833925339, + "Glucose_Level": 72.00360527, + "Potassium_Level": 3.973314954, + "Sodium_Level": 140.8193277, + "Smoking_Pack_Years": 23.5786478 + }, + { + "Age": 49, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.58267836, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 73, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 131, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 87, + "Hemoglobin_Level": 10.9761534, + "White_Blood_Cell_Count": 8.819532438, + "Platelet_Count": 201.2642193, + "Albumin_Level": 4.108125977, + "Alkaline_Phosphatase_Level": 41.56685243, + "Alanine_Aminotransferase_Level": 28.92280008, + "Aspartate_Aminotransferase_Level": 28.55883926, + "Creatinine_Level": 1.461842107, + "LDH_Level": 126.5210853, + "Calcium_Level": 9.808954093, + "Phosphorus_Level": 2.876268692, + "Glucose_Level": 110.0232946, + "Potassium_Level": 4.814460937, + "Sodium_Level": 142.3822534, + "Smoking_Pack_Years": 30.81282868 + }, + { + "Age": 72, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 19.48840332, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 61, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 16.08845356, + "White_Blood_Cell_Count": 4.403728936, + "Platelet_Count": 435.545557, + "Albumin_Level": 4.909105341, + "Alkaline_Phosphatase_Level": 87.17671166, + "Alanine_Aminotransferase_Level": 27.69927899, + "Aspartate_Aminotransferase_Level": 16.89088304, + "Creatinine_Level": 1.067524967, + "LDH_Level": 111.2346094, + "Calcium_Level": 9.512978979, + "Phosphorus_Level": 3.633738617, + "Glucose_Level": 107.9615407, + "Potassium_Level": 3.530560591, + "Sodium_Level": 141.9248878, + "Smoking_Pack_Years": 40.34985505 + }, + { + "Age": 35, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 52.88242238, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 44, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 13.02362047, + "White_Blood_Cell_Count": 8.444108581, + "Platelet_Count": 195.6137779, + "Albumin_Level": 4.72135812, + "Alkaline_Phosphatase_Level": 40.52471492, + "Alanine_Aminotransferase_Level": 11.88101636, + "Aspartate_Aminotransferase_Level": 27.38305879, + "Creatinine_Level": 1.395672349, + "LDH_Level": 238.0107994, + "Calcium_Level": 8.040492154, + "Phosphorus_Level": 3.805555557, + "Glucose_Level": 85.78620226, + "Potassium_Level": 3.50972106, + "Sodium_Level": 144.9879768, + "Smoking_Pack_Years": 68.13182438 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 83.32393413, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 61, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 91, + "Hemoglobin_Level": 15.61183583, + "White_Blood_Cell_Count": 5.553659917, + "Platelet_Count": 280.3631034, + "Albumin_Level": 4.080896773, + "Alkaline_Phosphatase_Level": 110.5605855, + "Alanine_Aminotransferase_Level": 11.52445584, + "Aspartate_Aminotransferase_Level": 11.38306408, + "Creatinine_Level": 0.628413032, + "LDH_Level": 176.7506, + "Calcium_Level": 9.460576637, + "Phosphorus_Level": 4.424412633, + "Glucose_Level": 70.62767999, + "Potassium_Level": 4.65668635, + "Sodium_Level": 139.3674405, + "Smoking_Pack_Years": 86.14291798 + }, + { + "Age": 50, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 78.13164515, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 102, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 161, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.48202853, + "White_Blood_Cell_Count": 9.037815011, + "Platelet_Count": 287.0712297, + "Albumin_Level": 4.290277567, + "Alkaline_Phosphatase_Level": 112.9151378, + "Alanine_Aminotransferase_Level": 12.10957364, + "Aspartate_Aminotransferase_Level": 18.02964006, + "Creatinine_Level": 0.66435168, + "LDH_Level": 114.2644219, + "Calcium_Level": 8.912650824, + "Phosphorus_Level": 3.814668163, + "Glucose_Level": 85.02061225, + "Potassium_Level": 4.515269333, + "Sodium_Level": 136.6249091, + "Smoking_Pack_Years": 81.51732855 + }, + { + "Age": 64, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 96.49684397, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 47, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 13.44606816, + "White_Blood_Cell_Count": 4.58301947, + "Platelet_Count": 344.3445828, + "Albumin_Level": 4.59481395, + "Alkaline_Phosphatase_Level": 44.0678686, + "Alanine_Aminotransferase_Level": 21.10337955, + "Aspartate_Aminotransferase_Level": 16.11434653, + "Creatinine_Level": 0.775646713, + "LDH_Level": 202.5253726, + "Calcium_Level": 9.258372564, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 75.96506339, + "Alanine_Aminotransferase_Level": 37.50693461, + "Aspartate_Aminotransferase_Level": 23.71591999, + "Creatinine_Level": 0.562257883, + "LDH_Level": 246.0054289, + "Calcium_Level": 8.26991722, + "Phosphorus_Level": 4.056621549, + "Glucose_Level": 122.2265547, + "Potassium_Level": 3.707843827, + "Sodium_Level": 143.0793089, + "Smoking_Pack_Years": 66.12433373 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.51215374, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 72, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.62922733, + "White_Blood_Cell_Count": 9.127389077, + "Platelet_Count": 237.8696851, + "Albumin_Level": 4.308073552, + "Alkaline_Phosphatase_Level": 66.65785483, + "Alanine_Aminotransferase_Level": 32.55135468, + "Aspartate_Aminotransferase_Level": 18.13115517, + "Creatinine_Level": 1.266180423, + "LDH_Level": 182.497366, + "Calcium_Level": 10.13965685, + "Phosphorus_Level": 3.748974655, + "Glucose_Level": 104.4384399, + "Potassium_Level": 4.143941031, + "Sodium_Level": 143.4267865, + "Smoking_Pack_Years": 82.95938151 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 31.5588266, + "Alanine_Aminotransferase_Level": 19.74742522, + "Aspartate_Aminotransferase_Level": 36.33539446, + "Creatinine_Level": 0.70421989, + "LDH_Level": 126.1532558, + "Calcium_Level": 10.43981758, + "Phosphorus_Level": 3.781134383, + "Glucose_Level": 130.5030407, + "Potassium_Level": 3.837436013, + "Sodium_Level": 137.8144207, + "Smoking_Pack_Years": 14.99631705 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 26.04843847, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Targeted Therapy", + "Survival_Months": 105, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 16.52963227, + "White_Blood_Cell_Count": 6.118844633, + "Platelet_Count": 271.6546078, + "Albumin_Level": 3.991531867, + "Alkaline_Phosphatase_Level": 58.77442484, + "Alanine_Aminotransferase_Level": 32.81351316, + "Aspartate_Aminotransferase_Level": 19.53889577, + "Creatinine_Level": 0.860747892, + "LDH_Level": 175.313907, + "Calcium_Level": 8.311042393, + "Phosphorus_Level": 4.301072814, + "Glucose_Level": 134.4757779, + "Potassium_Level": 4.624651458, + "Sodium_Level": 136.3764207, + "Smoking_Pack_Years": 79.95872084 + }, + { + "Age": 36, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 39.34054704, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 111, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 162, + "Blood_Pressure_Diastolic": 86, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 17.77679434, + "White_Blood_Cell_Count": 7.629761223, + "Platelet_Count": 378.8993598, + "Albumin_Level": 3.053931186, + "Alkaline_Phosphatase_Level": 35.21336104, + "Alanine_Aminotransferase_Level": 15.62689158, + "Aspartate_Aminotransferase_Level": 20.6837442, + "Creatinine_Level": 1.421035396, + "LDH_Level": 215.8322817, + "Calcium_Level": 8.748814315, + "Phosphorus_Level": 4.577593583, + "Glucose_Level": 142.0158764, + "Potassium_Level": 4.027371832, + "Sodium_Level": 137.2629954, + "Smoking_Pack_Years": 35.95856173 + }, + { + "Age": 31, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 65.00354457, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 65, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 11.59696057, + "White_Blood_Cell_Count": 9.019302095, + "Platelet_Count": 320.3177444, + "Albumin_Level": 3.890625551, + "Alkaline_Phosphatase_Level": 102.4311981, + "Alanine_Aminotransferase_Level": 5.267332977, + "Aspartate_Aminotransferase_Level": 36.26539013, + "Creatinine_Level": 0.825461751, + "LDH_Level": 185.9965746, + "Calcium_Level": 8.215242616, + "Phosphorus_Level": 2.728724033, + "Glucose_Level": 95.20639274, + "Potassium_Level": 3.643128396, + "Sodium_Level": 137.1617373, + "Smoking_Pack_Years": 20.71105679 + }, + { + "Age": 30, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 58.72394981, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 79, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 115, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 12.55722679, + "White_Blood_Cell_Count": 8.341719193, + "Platelet_Count": 385.9323663, + "Albumin_Level": 3.058953483, + "Alkaline_Phosphatase_Level": 49.90034646, + "Alanine_Aminotransferase_Level": 27.53733025, + "Aspartate_Aminotransferase_Level": 39.96369427, + "Creatinine_Level": 0.568706871, + "LDH_Level": 155.6099849, + "Calcium_Level": 8.111029683, + "Phosphorus_Level": 4.844606583, + "Glucose_Level": 104.6601676, + "Potassium_Level": 4.645044917, + "Sodium_Level": 135.0707247, + "Smoking_Pack_Years": 31.63556386 + }, + { + "Age": 67, + "Gender": "Male", 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 150, + "Blood_Pressure_Diastolic": 104, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 12.57750183, + "White_Blood_Cell_Count": 7.130847311, + "Platelet_Count": 354.9499462, + "Albumin_Level": 4.15121062, + "Alkaline_Phosphatase_Level": 113.0303674, + "Alanine_Aminotransferase_Level": 12.05983628, + "Aspartate_Aminotransferase_Level": 12.46146362, + "Creatinine_Level": 0.989026515, + "LDH_Level": 188.0737908, + "Calcium_Level": 8.197222658, + "Phosphorus_Level": 2.755628992, + "Glucose_Level": 113.5074159, + "Potassium_Level": 4.454298988, + "Sodium_Level": 142.2577344, + "Smoking_Pack_Years": 63.31836446 + }, + { + "Age": 50, + "Gender": "Male", 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"Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 103, + "Blood_Pressure_Diastolic": 77, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.4923844, + "White_Blood_Cell_Count": 6.026808699, + "Platelet_Count": 400.8734934, + "Albumin_Level": 4.47399078, + "Alkaline_Phosphatase_Level": 48.92616029, + "Alanine_Aminotransferase_Level": 32.19442545, + "Aspartate_Aminotransferase_Level": 14.8101126, + "Creatinine_Level": 0.589813049, + "LDH_Level": 241.7906757, + "Calcium_Level": 8.079342618, + "Phosphorus_Level": 2.733599072, + "Glucose_Level": 131.3268402, + "Potassium_Level": 4.687268595, + "Sodium_Level": 140.7451195, + "Smoking_Pack_Years": 40.08308039 + }, + { + "Age": 53, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 37.06116868, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 88, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 111, + "Blood_Pressure_Diastolic": 60, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 11.45115279, + "White_Blood_Cell_Count": 4.183931904, + "Platelet_Count": 261.2490669, + "Albumin_Level": 4.345203747, + "Alkaline_Phosphatase_Level": 111.0152944, + "Alanine_Aminotransferase_Level": 9.131541078, + "Aspartate_Aminotransferase_Level": 31.34186475, + "Creatinine_Level": 0.663373542, + "LDH_Level": 126.5006233, + "Calcium_Level": 9.167747607, + "Phosphorus_Level": 3.245244754, + "Glucose_Level": 75.80576753, + "Potassium_Level": 4.413013939, + "Sodium_Level": 142.3006282, + "Smoking_Pack_Years": 78.87459095 + }, + { + "Age": 61, + "Gender": 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231.2620307, + "Calcium_Level": 8.739319775, + "Phosphorus_Level": 2.775114678, + "Glucose_Level": 108.1265276, + "Potassium_Level": 4.61646675, + "Sodium_Level": 139.5357143, + "Smoking_Pack_Years": 47.8382771 + }, + { + "Age": 74, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 93.78490109, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 34, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 148, + "Blood_Pressure_Diastolic": 97, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 15.02050297, + "White_Blood_Cell_Count": 7.292310777, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 154, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 88, + "Hemoglobin_Level": 14.88618031, + "White_Blood_Cell_Count": 5.550484251, + "Platelet_Count": 158.3455305, + "Albumin_Level": 4.574352892, + "Alkaline_Phosphatase_Level": 87.33901339, + "Alanine_Aminotransferase_Level": 14.68524101, + "Aspartate_Aminotransferase_Level": 21.28725258, + "Creatinine_Level": 0.586679836, + "LDH_Level": 187.6497948, + "Calcium_Level": 9.408063359, + "Phosphorus_Level": 3.461591656, + "Glucose_Level": 123.8464356, + "Potassium_Level": 4.187698703, + "Sodium_Level": 140.9694534, + "Smoking_Pack_Years": 63.04429077 + }, + { + "Age": 39, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 71.95102415, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 119, + "Ethnicity": "Asian", 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"Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 118, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 94, + "Hemoglobin_Level": 12.78139032, + "White_Blood_Cell_Count": 3.837521914, + "Platelet_Count": 163.3871318, + "Albumin_Level": 4.464130618, + "Alkaline_Phosphatase_Level": 101.2699326, + "Alanine_Aminotransferase_Level": 25.14891984, + "Aspartate_Aminotransferase_Level": 10.10865444, + "Creatinine_Level": 1.357941602, + "LDH_Level": 242.4831639, + "Calcium_Level": 8.682413912, + "Phosphorus_Level": 2.585404035, + "Glucose_Level": 88.45672049, + "Potassium_Level": 4.111279442, + "Sodium_Level": 143.7757868, + "Smoking_Pack_Years": 76.14652133 + }, + { 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 68, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 13.08877446, + "White_Blood_Cell_Count": 6.887148806, + "Platelet_Count": 360.1694658, + "Albumin_Level": 4.468482613, + "Alkaline_Phosphatase_Level": 118.7950932, + "Alanine_Aminotransferase_Level": 25.93053167, + "Aspartate_Aminotransferase_Level": 34.41797998, + "Creatinine_Level": 0.965478632, + "LDH_Level": 235.7008487, + "Calcium_Level": 9.940963425, + "Phosphorus_Level": 3.448427801, + "Glucose_Level": 112.217267, + "Potassium_Level": 4.29482355, + "Sodium_Level": 141.7954458, + "Smoking_Pack_Years": 33.90911785 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 36.43242198, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + 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"Aspartate_Aminotransferase_Level": 19.97765192, + "Creatinine_Level": 0.662668766, + "LDH_Level": 171.2408029, + "Calcium_Level": 8.124203071, + "Phosphorus_Level": 4.725420167, + "Glucose_Level": 134.0240233, + "Potassium_Level": 4.535880027, + "Sodium_Level": 139.9228142, + "Smoking_Pack_Years": 61.48377894 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.01614252, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 68, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 98, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 169, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.91924681, + "White_Blood_Cell_Count": 7.721515275, + "Platelet_Count": 193.6717823, + "Albumin_Level": 4.613923164, + "Alkaline_Phosphatase_Level": 90.99508405, + "Alanine_Aminotransferase_Level": 14.6520215, + "Aspartate_Aminotransferase_Level": 43.73369702, + "Creatinine_Level": 0.98054917, + "LDH_Level": 136.3390206, + "Calcium_Level": 8.945054112, + "Phosphorus_Level": 4.228494663, + "Glucose_Level": 98.73520383, + "Potassium_Level": 3.502008908, + "Sodium_Level": 142.3287792, + "Smoking_Pack_Years": 29.36675864 + }, + { + "Age": 75, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.47912531, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 15.85863773, + "White_Blood_Cell_Count": 6.253961048, + "Platelet_Count": 256.1801386, + "Albumin_Level": 4.78617246, + "Alkaline_Phosphatase_Level": 104.9317405, + "Alanine_Aminotransferase_Level": 37.19517918, + "Aspartate_Aminotransferase_Level": 39.48964631, + "Creatinine_Level": 0.720373261, + "LDH_Level": 163.4254177, + "Calcium_Level": 10.31020314, + "Phosphorus_Level": 4.732378781, + "Glucose_Level": 140.8701704, + "Potassium_Level": 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 15.06415215, + "White_Blood_Cell_Count": 8.801728261, + "Platelet_Count": 331.2504154, + "Albumin_Level": 3.229076287, + "Alkaline_Phosphatase_Level": 40.87132353, + "Alanine_Aminotransferase_Level": 17.52278446, + "Aspartate_Aminotransferase_Level": 25.00187272, + "Creatinine_Level": 1.46275559, + "LDH_Level": 237.149486, + "Calcium_Level": 8.238991011, + "Phosphorus_Level": 4.517753948, + "Glucose_Level": 116.8867866, + "Potassium_Level": 4.631383425, + "Sodium_Level": 137.4152399, + "Smoking_Pack_Years": 40.01056126 + }, + { + "Age": 65, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 88.93676261, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 52, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.27752367, + "White_Blood_Cell_Count": 5.512631877, + "Platelet_Count": 390.9765589, + "Albumin_Level": 4.349341255, + "Alkaline_Phosphatase_Level": 102.9411951, + "Alanine_Aminotransferase_Level": 38.73950627, + "Aspartate_Aminotransferase_Level": 11.33756929, + "Creatinine_Level": 1.438433462, + "LDH_Level": 158.6479115, + "Calcium_Level": 8.372412057, + "Phosphorus_Level": 4.19721383, + "Glucose_Level": 72.81413965, + "Potassium_Level": 3.519372888, + "Sodium_Level": 141.2050988, + "Smoking_Pack_Years": 91.07837209 + }, + { + "Age": 63, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 36.86253332, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + "Survival_Months": 100, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 144, + "Blood_Pressure_Diastolic": 66, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 17.91417527, + "White_Blood_Cell_Count": 3.573140077, + "Platelet_Count": 177.4325794, + "Albumin_Level": 4.973077552, + "Alkaline_Phosphatase_Level": 78.38915797, + "Alanine_Aminotransferase_Level": 6.75442664, + "Aspartate_Aminotransferase_Level": 27.84046954, + "Creatinine_Level": 1.202120657, + "LDH_Level": 173.1249651, + "Calcium_Level": 10.36138408, + "Phosphorus_Level": 3.872532937, + "Glucose_Level": 118.1818087, + "Potassium_Level": 4.543190284, + "Sodium_Level": 143.4219333, + "Smoking_Pack_Years": 15.4144356 + }, + { + "Age": 53, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 43.8984354, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 6, + "Ethnicity": "Other", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 170, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 16.09580727, + "White_Blood_Cell_Count": 6.432281161, + "Platelet_Count": 288.2684734, + "Albumin_Level": 3.551284742, + "Alkaline_Phosphatase_Level": 64.25261356, + "Alanine_Aminotransferase_Level": 22.72861812, + "Aspartate_Aminotransferase_Level": 32.31945521, + "Creatinine_Level": 0.82798884, + "LDH_Level": 139.8219151, + "Calcium_Level": 9.223041228, + "Phosphorus_Level": 2.65011134, + "Glucose_Level": 101.6879707, + "Potassium_Level": 3.804949458, + "Sodium_Level": 137.4906431, + "Smoking_Pack_Years": 9.308889826 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 83.37459898, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 93, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 98, + "Hemoglobin_Level": 12.71770033, + "White_Blood_Cell_Count": 7.347042891, + "Platelet_Count": 305.2862558, + "Albumin_Level": 3.527517124, + "Alkaline_Phosphatase_Level": 80.81853576, + "Alanine_Aminotransferase_Level": 10.48701186, + "Aspartate_Aminotransferase_Level": 22.64396706, + "Creatinine_Level": 0.936999507, + "LDH_Level": 191.1677808, + "Calcium_Level": 8.576784029, + "Phosphorus_Level": 3.649855261, + "Glucose_Level": 82.87890925, + "Potassium_Level": 4.384684754, + "Sodium_Level": 140.1170151, + "Smoking_Pack_Years": 4.023165937 + }, + { + "Age": 45, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 78.31896739, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 59, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 100, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 13.73907764, + "White_Blood_Cell_Count": 5.066290777, + "Platelet_Count": 423.0619374, + "Albumin_Level": 4.492769129, + "Alkaline_Phosphatase_Level": 68.68447328, + "Alanine_Aminotransferase_Level": 24.45586381, + "Aspartate_Aminotransferase_Level": 25.47394478, + "Creatinine_Level": 1.022538464, + "LDH_Level": 152.3296526, + "Calcium_Level": 9.023832831, + "Phosphorus_Level": 4.259213069, + "Glucose_Level": 103.919345, + "Potassium_Level": 4.830523874, + "Sodium_Level": 144.8248683, + "Smoking_Pack_Years": 66.687591 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 73.79142992, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 40, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 15.85132757, + "White_Blood_Cell_Count": 7.666764676, + "Platelet_Count": 405.8198184, + "Albumin_Level": 3.949077713, + "Alkaline_Phosphatase_Level": 37.51215883, + "Alanine_Aminotransferase_Level": 18.23474738, + "Aspartate_Aminotransferase_Level": 33.1407675, + "Creatinine_Level": 0.938457814, + "LDH_Level": 228.7444705, + "Calcium_Level": 9.161269774, + "Phosphorus_Level": 3.530926212, + "Glucose_Level": 123.3694624, + "Potassium_Level": 4.66644638, + "Sodium_Level": 138.5383706, + "Smoking_Pack_Years": 32.48752205 + }, + { + "Age": 66, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 73.70716973, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 16, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 134, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 14.2097523, + "White_Blood_Cell_Count": 5.775327483, + "Platelet_Count": 411.8515565, + "Albumin_Level": 4.142238127, + "Alkaline_Phosphatase_Level": 84.02878036, + "Alanine_Aminotransferase_Level": 5.566105388, + "Aspartate_Aminotransferase_Level": 19.79817315, + "Creatinine_Level": 0.584417972, + "LDH_Level": 155.4915562, + "Calcium_Level": 8.335899003, + "Phosphorus_Level": 2.779305151, + "Glucose_Level": 122.138122, + "Potassium_Level": 3.821883779, + "Sodium_Level": 137.7459021, + "Smoking_Pack_Years": 25.62847275 + }, + { + "Age": 54, + "Gender": "Male", + "Smoking_History": 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"Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.02062265, + "White_Blood_Cell_Count": 8.961018502, + "Platelet_Count": 339.2880968, + "Albumin_Level": 4.692939462, + "Alkaline_Phosphatase_Level": 116.0747075, + "Alanine_Aminotransferase_Level": 11.70606612, + "Aspartate_Aminotransferase_Level": 22.25823706, + "Creatinine_Level": 0.68564916, + "LDH_Level": 212.3353664, + "Calcium_Level": 9.021776419, + "Phosphorus_Level": 3.429473241, + "Glucose_Level": 128.0340654, + "Potassium_Level": 4.585264074, + "Sodium_Level": 144.2194969, + "Smoking_Pack_Years": 67.99446508 + }, + { + "Age": 49, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 69.59363476, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 33, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 11.54177737, + "White_Blood_Cell_Count": 6.163120708, + "Platelet_Count": 338.7816464, + "Albumin_Level": 4.643251505, + "Alkaline_Phosphatase_Level": 58.84342411, + "Alanine_Aminotransferase_Level": 29.83670655, + "Aspartate_Aminotransferase_Level": 16.35120331, + "Creatinine_Level": 0.590107062, + "LDH_Level": 147.7805993, + "Calcium_Level": 8.195701425, + "Phosphorus_Level": 3.808543515, + "Glucose_Level": 76.38718482, + "Potassium_Level": 4.414018129, + "Sodium_Level": 141.92302, + "Smoking_Pack_Years": 30.99922575 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 23.94038838, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Targeted Therapy", + "Survival_Months": 68, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 17.7964312, + "White_Blood_Cell_Count": 9.588056112, + "Platelet_Count": 364.2321465, + "Albumin_Level": 4.811826783, + "Alkaline_Phosphatase_Level": 96.79786538, + "Alanine_Aminotransferase_Level": 13.58557887, + "Aspartate_Aminotransferase_Level": 37.32507293, + "Creatinine_Level": 1.414415058, + 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 113, + "Blood_Pressure_Diastolic": 62, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 16.4362507, + "White_Blood_Cell_Count": 6.027177987, + "Platelet_Count": 171.2987223, + "Albumin_Level": 4.656099901, + "Alkaline_Phosphatase_Level": 102.5029801, + "Alanine_Aminotransferase_Level": 18.16462405, + "Aspartate_Aminotransferase_Level": 38.40419518, + "Creatinine_Level": 0.865930124, + "LDH_Level": 195.1402726, + "Calcium_Level": 9.973652502, + "Phosphorus_Level": 2.586089333, + "Glucose_Level": 141.3980569, + "Potassium_Level": 3.747911165, + "Sodium_Level": 136.1836805, + "Smoking_Pack_Years": 69.85503189 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 19.47216298, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 64, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 109, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 12.84586488, + "White_Blood_Cell_Count": 9.556474313, + "Platelet_Count": 328.822922, + "Albumin_Level": 3.368791678, + "Alkaline_Phosphatase_Level": 84.02326008, + "Alanine_Aminotransferase_Level": 5.311896467, + "Aspartate_Aminotransferase_Level": 38.64381383, + "Creatinine_Level": 0.547288893, + "LDH_Level": 220.0423864, + "Calcium_Level": 9.66896427, + "Phosphorus_Level": 2.670744549, + "Glucose_Level": 146.6708825, + "Potassium_Level": 4.204722222, + "Sodium_Level": 140.6535131, + "Smoking_Pack_Years": 59.86741524 + }, + { 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1.133456566, + "LDH_Level": 224.9660812, + "Calcium_Level": 9.745010342, + "Phosphorus_Level": 4.332072228, + "Glucose_Level": 72.42008266, + "Potassium_Level": 3.54543582, + "Sodium_Level": 137.2571743, + "Smoking_Pack_Years": 6.007167008 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 89.58676933, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 100, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicare", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 14.11232484, + "White_Blood_Cell_Count": 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"Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 138, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 70, + "Hemoglobin_Level": 11.69864697, + "White_Blood_Cell_Count": 7.123081994, + "Platelet_Count": 344.3942476, + "Albumin_Level": 3.313234462, + "Alkaline_Phosphatase_Level": 72.20001065, + "Alanine_Aminotransferase_Level": 19.88126745, + "Aspartate_Aminotransferase_Level": 40.01709309, + "Creatinine_Level": 0.549685645, + "LDH_Level": 143.6891533, + "Calcium_Level": 10.35514725, + "Phosphorus_Level": 4.221390925, + "Glucose_Level": 101.8520181, + "Potassium_Level": 3.834645727, + "Sodium_Level": 138.2545531, + "Smoking_Pack_Years": 12.90536392 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.91580566, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 15, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 135, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 17.89671922, + "White_Blood_Cell_Count": 4.581582524, + "Platelet_Count": 322.1189427, + "Albumin_Level": 3.325598435, + "Alkaline_Phosphatase_Level": 70.91093109, + "Alanine_Aminotransferase_Level": 26.58991987, + "Aspartate_Aminotransferase_Level": 40.42977473, + "Creatinine_Level": 1.167728816, + "LDH_Level": 210.158901, + "Calcium_Level": 8.710608842, + "Phosphorus_Level": 2.512854497, + "Glucose_Level": 89.22455066, + "Potassium_Level": 4.993728265, + "Sodium_Level": 140.0366192, + "Smoking_Pack_Years": 84.61537473 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"Creatinine_Level": 0.710582618, + "LDH_Level": 153.9801354, + "Calcium_Level": 8.555171418, + "Phosphorus_Level": 3.71424738, + "Glucose_Level": 100.2160648, + "Potassium_Level": 4.687441915, + "Sodium_Level": 135.510984, + "Smoking_Pack_Years": 31.87668493 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.7689972, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 6, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 126, + "Blood_Pressure_Diastolic": 109, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.11678879, + 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"Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 13.71029757, + "White_Blood_Cell_Count": 5.985146136, + "Platelet_Count": 449.8838361, + "Albumin_Level": 4.979253397, + "Alkaline_Phosphatase_Level": 103.4142991, + "Alanine_Aminotransferase_Level": 23.81900197, + "Aspartate_Aminotransferase_Level": 23.59030086, + "Creatinine_Level": 1.1356125, + "LDH_Level": 160.0663298, + "Calcium_Level": 9.19156, + "Phosphorus_Level": 3.671243131, + "Glucose_Level": 111.3312302, + "Potassium_Level": 3.886719209, + "Sodium_Level": 138.4153454, + "Smoking_Pack_Years": 5.939633579 + }, + { + "Age": 47, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 29.14041983, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 43, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 75, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 16.79137696, + "White_Blood_Cell_Count": 9.707531434, + "Platelet_Count": 270.1303755, + "Albumin_Level": 4.314442171, + "Alkaline_Phosphatase_Level": 65.25369877, + "Alanine_Aminotransferase_Level": 28.72463478, + "Aspartate_Aminotransferase_Level": 14.39916113, + "Creatinine_Level": 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"White_Blood_Cell_Count": 3.701616249, + "Platelet_Count": 406.3824803, + "Albumin_Level": 4.176627982, + "Alkaline_Phosphatase_Level": 80.32238254, + "Alanine_Aminotransferase_Level": 32.97979542, + "Aspartate_Aminotransferase_Level": 45.04434449, + "Creatinine_Level": 1.098493431, + "LDH_Level": 191.7385549, + "Calcium_Level": 8.017166711, + "Phosphorus_Level": 4.215102168, + "Glucose_Level": 144.7265837, + "Potassium_Level": 4.462076205, + "Sodium_Level": 136.2608124, + "Smoking_Pack_Years": 28.17941187 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 76.38373415, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 178, + "Blood_Pressure_Diastolic": 67, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 17.68041211, + "White_Blood_Cell_Count": 3.938528897, + "Platelet_Count": 185.2070587, + "Albumin_Level": 3.798572821, + "Alkaline_Phosphatase_Level": 83.05977144, + "Alanine_Aminotransferase_Level": 37.353922, + "Aspartate_Aminotransferase_Level": 39.85118341, + "Creatinine_Level": 1.37344989, + "LDH_Level": 198.8781465, + "Calcium_Level": 8.277038066, + "Phosphorus_Level": 4.456169486, + "Glucose_Level": 128.7140158, + "Potassium_Level": 4.07179235, + "Sodium_Level": 140.3678399, + "Smoking_Pack_Years": 75.10266661 + }, + { + "Age": 35, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 90.81171579, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 15, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 133, + "Blood_Pressure_Diastolic": 94, + "Blood_Pressure_Pulse": 93, + "Hemoglobin_Level": 17.16901937, + "White_Blood_Cell_Count": 6.29712031, + "Platelet_Count": 280.3978193, + "Albumin_Level": 4.988829496, + "Alkaline_Phosphatase_Level": 43.3039569, + "Alanine_Aminotransferase_Level": 16.28865544, + "Aspartate_Aminotransferase_Level": 32.74254636, + "Creatinine_Level": 1.092932377, + "LDH_Level": 123.8594949, + "Calcium_Level": 9.542569407, + "Phosphorus_Level": 3.552747413, + "Glucose_Level": 133.95273, + "Potassium_Level": 3.979318503, + "Sodium_Level": 144.5049218, + 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"Aspartate_Aminotransferase_Level": 47.41178966, + "Creatinine_Level": 0.579630789, + "LDH_Level": 197.2777008, + "Calcium_Level": 9.503163105, + "Phosphorus_Level": 3.612191574, + "Glucose_Level": 112.9803905, + "Potassium_Level": 3.733684979, + "Sodium_Level": 142.8723996, + "Smoking_Pack_Years": 29.65759391 + }, + { + "Age": 50, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 79.40987813, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 55, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 84, + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 104, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 82, + "Hemoglobin_Level": 15.22372144, + "White_Blood_Cell_Count": 5.087948442, + "Platelet_Count": 388.5771693, + "Albumin_Level": 3.552231333, + "Alkaline_Phosphatase_Level": 50.73935431, + "Alanine_Aminotransferase_Level": 13.49830446, + "Aspartate_Aminotransferase_Level": 10.50329967, + "Creatinine_Level": 0.532828878, + "LDH_Level": 201.594323, + "Calcium_Level": 10.150528, + "Phosphorus_Level": 3.291778398, + "Glucose_Level": 101.9351135, + "Potassium_Level": 3.616490473, + "Sodium_Level": 135.7352416, + "Smoking_Pack_Years": 96.36838062 + }, + { + "Age": 44, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 42.02339463, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage II", + "Treatment": "Chemotherapy", + "Survival_Months": 10, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 108, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 12.14347516, + "White_Blood_Cell_Count": 5.493776984, + "Platelet_Count": 290.7092336, + "Albumin_Level": 4.668343754, + "Alkaline_Phosphatase_Level": 102.3650761, + "Alanine_Aminotransferase_Level": 17.98979853, + "Aspartate_Aminotransferase_Level": 10.86325189, + "Creatinine_Level": 0.930856873, + "LDH_Level": 170.5574275, + "Calcium_Level": 8.412628717, + "Phosphorus_Level": 3.878209667, + "Glucose_Level": 145.3079183, + "Potassium_Level": 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 117, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 76, + "Hemoglobin_Level": 12.1309224, + "White_Blood_Cell_Count": 4.985687841, + "Platelet_Count": 388.5594561, + "Albumin_Level": 4.461691865, + "Alkaline_Phosphatase_Level": 45.21644912, + "Alanine_Aminotransferase_Level": 30.45294269, + "Aspartate_Aminotransferase_Level": 41.69568421, + "Creatinine_Level": 1.372968261, + "LDH_Level": 192.252852, + "Calcium_Level": 10.1053651, + "Phosphorus_Level": 4.525726755, + "Glucose_Level": 79.13468343, + "Potassium_Level": 3.993256685, + "Sodium_Level": 143.7439439, + "Smoking_Pack_Years": 41.68738772 + }, + { + "Age": 34, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 81.12959296, + "Tumor_Location": "Upper 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"Alanine_Aminotransferase_Level": 34.15334021, + "Aspartate_Aminotransferase_Level": 18.04880285, + "Creatinine_Level": 1.072490981, + "LDH_Level": 119.6013226, + "Calcium_Level": 8.626865718, + "Phosphorus_Level": 3.654987531, + "Glucose_Level": 135.7286298, + "Potassium_Level": 3.959231116, + "Sodium_Level": 142.3790659, + "Smoking_Pack_Years": 81.08175805 + }, + { + "Age": 51, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 45.65690451, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 78, + "Ethnicity": "Asian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 159, + 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"Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 121, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 17.61566616, + "White_Blood_Cell_Count": 4.094673788, + "Platelet_Count": 278.8223654, + "Albumin_Level": 4.122435234, + "Alkaline_Phosphatase_Level": 74.62239573, + "Alanine_Aminotransferase_Level": 19.29832252, + "Aspartate_Aminotransferase_Level": 30.77567525, + "Creatinine_Level": 0.615484128, + "LDH_Level": 203.4589112, + "Calcium_Level": 10.01831577, + "Phosphorus_Level": 3.366111398, + "Glucose_Level": 96.26174598, + "Potassium_Level": 4.312446278, + "Sodium_Level": 143.8032133, + "Smoking_Pack_Years": 31.21844174 + }, + { + "Age": 55, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 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"Alkaline_Phosphatase_Level": 48.88853656, + "Alanine_Aminotransferase_Level": 23.17854398, + "Aspartate_Aminotransferase_Level": 19.3400918, + "Creatinine_Level": 1.15423715, + "LDH_Level": 220.4692934, + "Calcium_Level": 8.854746167, + "Phosphorus_Level": 4.456959474, + "Glucose_Level": 138.121466, + "Potassium_Level": 4.349605028, + "Sodium_Level": 144.6270129, + "Smoking_Pack_Years": 6.7376335 + }, + { + "Age": 42, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.88555807, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Targeted Therapy", + "Survival_Months": 20, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 163, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 11.29373068, + "White_Blood_Cell_Count": 5.446496645, + "Platelet_Count": 307.4280769, + "Albumin_Level": 4.722607765, + "Alkaline_Phosphatase_Level": 100.7583235, + "Alanine_Aminotransferase_Level": 17.99897384, + "Aspartate_Aminotransferase_Level": 44.74706766, + "Creatinine_Level": 0.538118325, + "LDH_Level": 177.31238, + "Calcium_Level": 9.816972741, + "Phosphorus_Level": 2.81190165, + "Glucose_Level": 83.48895493, + "Potassium_Level": 3.840915509, + "Sodium_Level": 139.9961481, + "Smoking_Pack_Years": 14.49050559 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 55.23113658, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 22, + "Ethnicity": "Other", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 176, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 80, + "Hemoglobin_Level": 13.21981069, + "White_Blood_Cell_Count": 4.494437015, + "Platelet_Count": 418.17076, + "Albumin_Level": 3.748902559, + "Alkaline_Phosphatase_Level": 82.25292194, + "Alanine_Aminotransferase_Level": 32.5361187, + "Aspartate_Aminotransferase_Level": 49.81418564, + "Creatinine_Level": 0.776013879, + "LDH_Level": 149.7554661, + "Calcium_Level": 10.49320799, + "Phosphorus_Level": 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"Alkaline_Phosphatase_Level": 61.88867565, + "Alanine_Aminotransferase_Level": 20.59207283, + "Aspartate_Aminotransferase_Level": 38.79111283, + "Creatinine_Level": 1.461768295, + "LDH_Level": 198.5551507, + "Calcium_Level": 9.74116397, + "Phosphorus_Level": 3.562410575, + "Glucose_Level": 80.63309282, + "Potassium_Level": 4.233410023, + "Sodium_Level": 135.8540305, + "Smoking_Pack_Years": 22.07918958 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 24.17560859, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 72, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + 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"Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 142, + "Blood_Pressure_Diastolic": 64, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 16.86324201, + "White_Blood_Cell_Count": 6.869258763, + "Platelet_Count": 358.8732783, + "Albumin_Level": 3.624936182, + "Alkaline_Phosphatase_Level": 69.21104392, + "Alanine_Aminotransferase_Level": 9.912123375, + "Aspartate_Aminotransferase_Level": 45.96732431, + "Creatinine_Level": 0.957963679, + "LDH_Level": 201.1239644, + "Calcium_Level": 8.76357977, + "Phosphorus_Level": 3.169356534, + "Glucose_Level": 85.48730867, + "Potassium_Level": 4.286062274, + "Sodium_Level": 138.7184806, + "Smoking_Pack_Years": 15.55583275 + }, + { + "Age": 52, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 74.83293418, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage II", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Hispanic", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 122, + "Blood_Pressure_Diastolic": 63, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 10.66502608, + "White_Blood_Cell_Count": 7.035411418, + "Platelet_Count": 247.2270485, + "Albumin_Level": 4.940023481, + "Alkaline_Phosphatase_Level": 30.11818141, + "Alanine_Aminotransferase_Level": 30.03708619, + "Aspartate_Aminotransferase_Level": 36.74314906, + "Creatinine_Level": 1.214183038, + "LDH_Level": 159.6858883, + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 168, + "Blood_Pressure_Diastolic": 73, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 13.73975926, + "White_Blood_Cell_Count": 6.061601044, + "Platelet_Count": 300.2011803, + "Albumin_Level": 4.808799449, + "Alkaline_Phosphatase_Level": 47.79325408, + "Alanine_Aminotransferase_Level": 17.82754512, + "Aspartate_Aminotransferase_Level": 12.91011384, + "Creatinine_Level": 1.41028456, + "LDH_Level": 204.8870418, + "Calcium_Level": 10.45710787, + "Phosphorus_Level": 2.540692182, + "Glucose_Level": 97.90762312, + "Potassium_Level": 3.600423047, + "Sodium_Level": 144.4975297, + "Smoking_Pack_Years": 23.69732608 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 10.9458755, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 95, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 129, + "Blood_Pressure_Diastolic": 105, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 17.07130643, + "White_Blood_Cell_Count": 8.267431805, + "Platelet_Count": 211.6970417, + "Albumin_Level": 3.177026456, + "Alkaline_Phosphatase_Level": 55.02639227, + "Alanine_Aminotransferase_Level": 24.58105871, + "Aspartate_Aminotransferase_Level": 11.08795578, + "Creatinine_Level": 1.007864236, + "LDH_Level": 131.1814176, 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"Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 120, + "Blood_Pressure_Diastolic": 103, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 11.48063831, + "White_Blood_Cell_Count": 4.481296602, + "Platelet_Count": 243.3015775, + "Albumin_Level": 4.519806656, + "Alkaline_Phosphatase_Level": 81.84470561, + "Alanine_Aminotransferase_Level": 31.4760592, + "Aspartate_Aminotransferase_Level": 32.06078659, + "Creatinine_Level": 0.893613835, + "LDH_Level": 224.7057913, + "Calcium_Level": 10.39895014, + "Phosphorus_Level": 4.137931923, + "Glucose_Level": 76.22666061, + "Potassium_Level": 4.623606604, + "Sodium_Level": 140.6805977, + "Smoking_Pack_Years": 75.87495226 + }, + { + "Age": 46, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 86.03525773, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 74, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 160, + "Blood_Pressure_Diastolic": 92, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 13.50147716, + "White_Blood_Cell_Count": 4.06031983, + "Platelet_Count": 427.3658158, + "Albumin_Level": 4.08734975, + "Alkaline_Phosphatase_Level": 91.43872483, + "Alanine_Aminotransferase_Level": 9.890581482, + "Aspartate_Aminotransferase_Level": 27.67594792, + "Creatinine_Level": 1.013138319, + "LDH_Level": 161.941265, + "Calcium_Level": 9.654893857, + "Phosphorus_Level": 3.351928855, + "Glucose_Level": 147.701827, + "Potassium_Level": 3.884348723, + "Sodium_Level": 136.628009, + "Smoking_Pack_Years": 23.63665022 + }, + { + "Age": 32, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 22.47451647, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 95, + "Ethnicity": "Hispanic", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 153, + "Blood_Pressure_Diastolic": 101, + "Blood_Pressure_Pulse": 69, + "Hemoglobin_Level": 17.52967961, + "White_Blood_Cell_Count": 8.247085164, + "Platelet_Count": 434.3729192, + "Albumin_Level": 4.330985387, + "Alkaline_Phosphatase_Level": 47.39945336, + "Alanine_Aminotransferase_Level": 27.04393956, + "Aspartate_Aminotransferase_Level": 36.17126177, + "Creatinine_Level": 0.581786214, + "LDH_Level": 135.8164592, + "Calcium_Level": 8.922844774, + "Phosphorus_Level": 3.309617211, + "Glucose_Level": 95.21418666, + "Potassium_Level": 4.697648355, + "Sodium_Level": 139.0370055, + "Smoking_Pack_Years": 10.78907812 + }, + { + "Age": 73, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 82.63903123, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 93, + "Blood_Pressure_Pulse": 77, + "Hemoglobin_Level": 10.3069641, + "White_Blood_Cell_Count": 8.376119936, + 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{ + "Age": 51, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 34.37961215, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 57, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 166, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 90, + "Hemoglobin_Level": 10.01349846, + "White_Blood_Cell_Count": 8.01312626, + "Platelet_Count": 237.5933563, + "Albumin_Level": 3.476572616, + "Alkaline_Phosphatase_Level": 86.1769691, + "Alanine_Aminotransferase_Level": 21.42019149, + "Aspartate_Aminotransferase_Level": 18.75841135, + "Creatinine_Level": 0.83543507, + "LDH_Level": 125.4070297, + "Calcium_Level": 9.914018247, + "Phosphorus_Level": 3.01386749, + "Glucose_Level": 77.13981642, + "Potassium_Level": 4.672295907, + "Sodium_Level": 142.8715403, + "Smoking_Pack_Years": 11.61601679 + }, + { + "Age": 58, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 31.60065464, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 51, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 102, + "Blood_Pressure_Diastolic": 98, + "Blood_Pressure_Pulse": 67, + "Hemoglobin_Level": 13.58822593, + 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"Treatment": "Targeted Therapy", + "Survival_Months": 27, + "Ethnicity": "Other", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 139, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 99, + "Hemoglobin_Level": 10.4332724, + "White_Blood_Cell_Count": 8.02775497, + "Platelet_Count": 397.4299015, + "Albumin_Level": 3.653959879, + "Alkaline_Phosphatase_Level": 30.44162749, + "Alanine_Aminotransferase_Level": 24.44634819, + "Aspartate_Aminotransferase_Level": 20.56748334, + "Creatinine_Level": 1.476535959, + "LDH_Level": 234.6169099, + "Calcium_Level": 9.77422083, + "Phosphorus_Level": 4.74929568, + "Glucose_Level": 80.19322446, + "Potassium_Level": 3.910802891, + "Sodium_Level": 142.4540658, + "Smoking_Pack_Years": 97.20290515 + }, + { + "Age": 33, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 57.91624055, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 80, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 146, + "Blood_Pressure_Diastolic": 84, + "Blood_Pressure_Pulse": 64, + "Hemoglobin_Level": 15.22038375, + "White_Blood_Cell_Count": 4.982786694, + "Platelet_Count": 239.6158591, + "Albumin_Level": 4.148392641, + "Alkaline_Phosphatase_Level": 66.42328197, + 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"Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 15.16302729, + "White_Blood_Cell_Count": 6.122195716, + "Platelet_Count": 192.5694668, + "Albumin_Level": 4.307765075, + "Alkaline_Phosphatase_Level": 116.717698, + "Alanine_Aminotransferase_Level": 19.80141162, + "Aspartate_Aminotransferase_Level": 41.4582083, + "Creatinine_Level": 0.990503631, + "LDH_Level": 187.6194378, + "Calcium_Level": 9.828580242, + "Phosphorus_Level": 4.13702397, + "Glucose_Level": 131.7649784, + "Potassium_Level": 4.102267097, + "Sodium_Level": 138.3732229, + "Smoking_Pack_Years": 2.614500439 + }, + { + "Age": 60, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 43.08148382, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 51, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 123, + "Blood_Pressure_Diastolic": 88, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 15.44968808, + "White_Blood_Cell_Count": 5.072310138, + "Platelet_Count": 258.0446658, + "Albumin_Level": 4.39859009, + "Alkaline_Phosphatase_Level": 34.54224446, + "Alanine_Aminotransferase_Level": 12.27622894, + "Aspartate_Aminotransferase_Level": 28.31946591, + "Creatinine_Level": 0.616195684, + "LDH_Level": 248.6802374, + "Calcium_Level": 10.29973059, + "Phosphorus_Level": 2.84887345, + "Glucose_Level": 97.61867551, + "Potassium_Level": 3.652012555, + "Sodium_Level": 139.7690592, + "Smoking_Pack_Years": 75.1267415 + }, + { + "Age": 78, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 87.35459924, + "Tumor_Location": "Middle 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149.7956728, + "Potassium_Level": 4.894024269, + "Sodium_Level": 141.7470102, + "Smoking_Pack_Years": 42.15438669 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 39.1345022, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 12, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 106, + "Blood_Pressure_Diastolic": 74, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 15.19970998, + "White_Blood_Cell_Count": 9.117758327, + "Platelet_Count": 378.2904243, + "Albumin_Level": 4.993125823, + "Alkaline_Phosphatase_Level": 111.7273163, + 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"Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 130, + "Blood_Pressure_Diastolic": 108, + "Blood_Pressure_Pulse": 95, + "Hemoglobin_Level": 10.49049406, + "White_Blood_Cell_Count": 7.081853579, + "Platelet_Count": 372.5312557, + "Albumin_Level": 4.591049901, + "Alkaline_Phosphatase_Level": 49.59285967, + "Alanine_Aminotransferase_Level": 18.97473807, + "Aspartate_Aminotransferase_Level": 31.56768487, + "Creatinine_Level": 1.271904743, + "LDH_Level": 104.0424277, + "Calcium_Level": 9.82063958, + "Phosphorus_Level": 4.791444795, + "Glucose_Level": 109.3759569, + "Potassium_Level": 4.169323882, + "Sodium_Level": 136.9593266, + "Smoking_Pack_Years": 61.92850546 + }, + { + "Age": 68, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 91.27034758, + "Tumor_Location": 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"Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 14.46591934, + "White_Blood_Cell_Count": 8.966565922, + "Platelet_Count": 328.6596842, + "Albumin_Level": 3.464490426, + "Alkaline_Phosphatase_Level": 92.80607546, + "Alanine_Aminotransferase_Level": 19.90020431, + "Aspartate_Aminotransferase_Level": 48.16601249, + "Creatinine_Level": 0.987225347, + "LDH_Level": 184.682603, + "Calcium_Level": 9.948108461, + "Phosphorus_Level": 3.606154489, + "Glucose_Level": 73.15510468, + "Potassium_Level": 3.979492034, + "Sodium_Level": 142.2841361, + "Smoking_Pack_Years": 44.59829025 + }, + { + "Age": 61, + "Gender": "Female", + "Smoking_History": "Current Smoker", + 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 85, + "Blood_Pressure_Pulse": 86, + "Hemoglobin_Level": 15.6283763, + "White_Blood_Cell_Count": 8.401939121, + "Platelet_Count": 375.0365832, + "Albumin_Level": 3.161435899, + "Alkaline_Phosphatase_Level": 99.62719751, + "Alanine_Aminotransferase_Level": 14.36027552, + "Aspartate_Aminotransferase_Level": 35.04581675, + "Creatinine_Level": 1.258356459, + "LDH_Level": 169.4275421, + "Calcium_Level": 8.173962369, + "Phosphorus_Level": 2.644583754, + "Glucose_Level": 140.2155273, + "Potassium_Level": 4.497750526, + "Sodium_Level": 136.3257474, + "Smoking_Pack_Years": 56.19703875 + }, + { + "Age": 43, + "Gender": "Female", 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192.9246086, + "Calcium_Level": 9.695828934, + "Phosphorus_Level": 2.880123918, + "Glucose_Level": 133.6479323, + "Potassium_Level": 4.59838303, + "Sodium_Level": 141.9060317, + "Smoking_Pack_Years": 5.326941804 + }, + { + "Age": 63, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 38.43547693, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 27, + "Ethnicity": "Hispanic", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 91, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 81, + "Hemoglobin_Level": 17.28424189, + "White_Blood_Cell_Count": 9.529578888, + 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"Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 158, + "Blood_Pressure_Diastolic": 100, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 15.72678932, + "White_Blood_Cell_Count": 5.833981884, + "Platelet_Count": 215.6080695, + "Albumin_Level": 3.322760779, + "Alkaline_Phosphatase_Level": 73.49091187, + "Alanine_Aminotransferase_Level": 34.57439183, + "Aspartate_Aminotransferase_Level": 24.0430837, + "Creatinine_Level": 1.163003202, + "LDH_Level": 217.2615267, + "Calcium_Level": 9.46656633, + "Phosphorus_Level": 4.344865153, + "Glucose_Level": 82.66651034, + "Potassium_Level": 3.597402223, + "Sodium_Level": 136.4387672, + "Smoking_Pack_Years": 14.23021994 + }, + { + "Age": 71, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 82.95598871, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 115, + "Ethnicity": "African 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81.16038717 + }, + { + "Age": 36, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 17.16164373, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage IV", + "Treatment": "Chemotherapy", + "Survival_Months": 74, + "Ethnicity": "Asian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 99, + "Blood_Pressure_Diastolic": 78, + "Blood_Pressure_Pulse": 61, + "Hemoglobin_Level": 13.03104358, + "White_Blood_Cell_Count": 9.32781456, + "Platelet_Count": 331.4640449, + "Albumin_Level": 4.668655414, + "Alkaline_Phosphatase_Level": 105.9888841, + "Alanine_Aminotransferase_Level": 12.19381654, + "Aspartate_Aminotransferase_Level": 44.54011887, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 165, + "Blood_Pressure_Diastolic": 83, + "Blood_Pressure_Pulse": 89, + "Hemoglobin_Level": 10.98630315, + "White_Blood_Cell_Count": 9.822089842, + "Platelet_Count": 224.5000832, + "Albumin_Level": 3.232903249, + "Alkaline_Phosphatase_Level": 75.17135573, + "Alanine_Aminotransferase_Level": 5.651041524, + "Aspartate_Aminotransferase_Level": 22.64408017, + "Creatinine_Level": 1.251932032, + "LDH_Level": 203.1465211, + "Calcium_Level": 9.896860434, + "Phosphorus_Level": 3.331039312, + "Glucose_Level": 141.785453, + "Potassium_Level": 4.003619527, + "Sodium_Level": 137.3728238, + "Smoking_Pack_Years": 14.09158393 + }, + { + "Age": 76, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 37.03851699, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Targeted Therapy", + 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"Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 61, + "Blood_Pressure_Pulse": 71, + "Hemoglobin_Level": 11.22957513, + "White_Blood_Cell_Count": 9.883633145, + "Platelet_Count": 439.7563837, + "Albumin_Level": 3.017789108, + "Alkaline_Phosphatase_Level": 109.8642384, + "Alanine_Aminotransferase_Level": 18.55061941, + "Aspartate_Aminotransferase_Level": 15.27120628, + "Creatinine_Level": 0.828490579, + "LDH_Level": 104.8656904, + "Calcium_Level": 9.459761639, + "Phosphorus_Level": 2.943855902, + "Glucose_Level": 130.3328745, + "Potassium_Level": 4.626865493, + "Sodium_Level": 140.5002759, + "Smoking_Pack_Years": 47.8941145 + }, + { + "Age": 40, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 59.90251284, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 105, + "Ethnicity": "Caucasian", + "Insurance_Type": "Other", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 172, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 78, + "Hemoglobin_Level": 11.91399982, + "White_Blood_Cell_Count": 7.015424877, + "Platelet_Count": 369.3419376, + "Albumin_Level": 3.473883444, + "Alkaline_Phosphatase_Level": 97.44730303, + "Alanine_Aminotransferase_Level": 37.78823583, + "Aspartate_Aminotransferase_Level": 48.58755888, + "Creatinine_Level": 1.32277028, + "LDH_Level": 134.0460364, + "Calcium_Level": 9.940495918, + "Phosphorus_Level": 2.895143593, + "Glucose_Level": 149.4855472, + "Potassium_Level": 3.778668414, 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"Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 151, + "Blood_Pressure_Diastolic": 81, + "Blood_Pressure_Pulse": 73, + "Hemoglobin_Level": 12.81294423, + "White_Blood_Cell_Count": 4.109864281, + "Platelet_Count": 432.8780877, + "Albumin_Level": 4.372964621, + "Alkaline_Phosphatase_Level": 31.48192461, + "Alanine_Aminotransferase_Level": 10.08782476, + "Aspartate_Aminotransferase_Level": 45.10477908, + "Creatinine_Level": 1.451584088, + "LDH_Level": 160.218616, + "Calcium_Level": 9.127167202, + "Phosphorus_Level": 3.332896887, + "Glucose_Level": 83.30972337, + "Potassium_Level": 4.037095523, + "Sodium_Level": 144.6898237, + "Smoking_Pack_Years": 33.45114842 + }, + { + "Age": 76, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 41.58477263, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + 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"Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 125, + "Blood_Pressure_Diastolic": 80, + "Blood_Pressure_Pulse": 84, + "Hemoglobin_Level": 15.87997803, + "White_Blood_Cell_Count": 6.106079939, + "Platelet_Count": 334.8680514, + "Albumin_Level": 4.409994411, + "Alkaline_Phosphatase_Level": 53.59023196, + "Alanine_Aminotransferase_Level": 33.17792312, + "Aspartate_Aminotransferase_Level": 11.66413318, + "Creatinine_Level": 1.08473203, + "LDH_Level": 207.7012617, + "Calcium_Level": 8.720957932, + "Phosphorus_Level": 3.965363916, + "Glucose_Level": 91.44007639, + "Potassium_Level": 3.940234947, + "Sodium_Level": 144.4009743, + "Smoking_Pack_Years": 86.66289639 + }, + { + "Age": 77, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 16.5210159, + "Tumor_Location": 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"Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 105, + "Blood_Pressure_Diastolic": 79, + "Blood_Pressure_Pulse": 72, + "Hemoglobin_Level": 10.72038656, + "White_Blood_Cell_Count": 6.347891973, + "Platelet_Count": 213.0721018, + "Albumin_Level": 4.047723792, + "Alkaline_Phosphatase_Level": 42.89582859, + "Alanine_Aminotransferase_Level": 18.36234853, + "Aspartate_Aminotransferase_Level": 42.72794743, + "Creatinine_Level": 0.556147492, + "LDH_Level": 248.8135469, + "Calcium_Level": 9.850135353, + "Phosphorus_Level": 4.590231176, + "Glucose_Level": 89.74879494, + "Potassium_Level": 3.510805242, + "Sodium_Level": 136.6501375, + "Smoking_Pack_Years": 18.42314244 + }, + { + "Age": 70, + "Gender": "Male", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 85.29891414, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage I", + "Treatment": "Surgery", + "Survival_Months": 6, + "Ethnicity": "African American", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 127, + "Blood_Pressure_Diastolic": 71, + "Blood_Pressure_Pulse": 79, + "Hemoglobin_Level": 17.64698257, + "White_Blood_Cell_Count": 8.884517504, + "Platelet_Count": 192.0697788, + "Albumin_Level": 3.572842543, + "Alkaline_Phosphatase_Level": 62.04252308, + "Alanine_Aminotransferase_Level": 33.92317868, + "Aspartate_Aminotransferase_Level": 26.44833625, + "Creatinine_Level": 0.925551848, + "LDH_Level": 100.5234405, 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391.0510536, + "Albumin_Level": 3.862240503, + "Alkaline_Phosphatase_Level": 42.08828737, + "Alanine_Aminotransferase_Level": 7.702577449, + "Aspartate_Aminotransferase_Level": 27.39943911, + "Creatinine_Level": 1.360013324, + "LDH_Level": 156.9122303, + "Calcium_Level": 9.722505755, + "Phosphorus_Level": 3.849201969, + "Glucose_Level": 83.8570538, + "Potassium_Level": 3.574955529, + "Sodium_Level": 140.6971779, + "Smoking_Pack_Years": 21.58697526 + }, + { + "Age": 71, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 30.41151881, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage III", + "Treatment": "Surgery", + "Survival_Months": 64, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": 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"Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 90.2322595, + "Tumor_Location": "Lower Lobe", + "Stage": "Stage IV", + "Treatment": "Surgery", + "Survival_Months": 91, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 155, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 62, + "Hemoglobin_Level": 11.70356441, + "White_Blood_Cell_Count": 8.797111167, + "Platelet_Count": 414.2757821, + "Albumin_Level": 3.582342812, + "Alkaline_Phosphatase_Level": 102.1922797, + "Alanine_Aminotransferase_Level": 37.24015374, + "Aspartate_Aminotransferase_Level": 39.2406323, + "Creatinine_Level": 1.272378833, + 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"Insurance_Type": "Medicaid", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 171, + "Blood_Pressure_Diastolic": 89, + "Blood_Pressure_Pulse": 74, + "Hemoglobin_Level": 16.96042884, + "White_Blood_Cell_Count": 5.096086994, + "Platelet_Count": 433.5667925, + "Albumin_Level": 3.598922861, + "Alkaline_Phosphatase_Level": 35.98775706, + "Alanine_Aminotransferase_Level": 39.53828011, + "Aspartate_Aminotransferase_Level": 13.50458093, + "Creatinine_Level": 1.337664172, + "LDH_Level": 195.4514376, + "Calcium_Level": 10.46662551, + "Phosphorus_Level": 4.210381774, + "Glucose_Level": 140.4041952, + "Potassium_Level": 3.669405988, + "Sodium_Level": 139.2280446, + "Smoking_Pack_Years": 70.77769866 + }, + { 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"Creatinine_Level": 1.314411698, + "LDH_Level": 229.5502883, + "Calcium_Level": 9.803779795, + "Phosphorus_Level": 2.798827376, + "Glucose_Level": 104.8933102, + "Potassium_Level": 4.240239598, + "Sodium_Level": 137.7631209, + "Smoking_Pack_Years": 89.9553416 + }, + { + "Age": 30, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 88.90820627, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 82, + "Ethnicity": "Caucasian", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 143, + "Blood_Pressure_Diastolic": 69, + "Blood_Pressure_Pulse": 85, + "Hemoglobin_Level": 11.59603418, + 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"Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 0, + "Blood_Pressure_Systolic": 90, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 66, + "Hemoglobin_Level": 17.67517621, + "White_Blood_Cell_Count": 9.727204785, + "Platelet_Count": 181.2470872, + "Albumin_Level": 4.993765156, + "Alkaline_Phosphatase_Level": 61.33700865, + "Alanine_Aminotransferase_Level": 32.22061552, + "Aspartate_Aminotransferase_Level": 39.08971295, + "Creatinine_Level": 1.447272588, + "LDH_Level": 225.3289426, + "Calcium_Level": 10.45527568, + "Phosphorus_Level": 3.230515461, + "Glucose_Level": 139.3058408, + "Potassium_Level": 4.593413934, + "Sodium_Level": 136.7875515, + "Smoking_Pack_Years": 81.99289542 + }, + { + "Age": 62, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 58.76514562, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Chemotherapy", + "Survival_Months": 89, + "Ethnicity": "African American", + "Insurance_Type": "Private", + "Family_History": "Yes", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 97, + "Blood_Pressure_Diastolic": 99, + "Blood_Pressure_Pulse": 92, + "Hemoglobin_Level": 13.8822201, + "White_Blood_Cell_Count": 6.516460677, + "Platelet_Count": 284.8472448, + "Albumin_Level": 4.438164555, + "Alkaline_Phosphatase_Level": 43.81377423, + "Alanine_Aminotransferase_Level": 6.650920931, + "Aspartate_Aminotransferase_Level": 49.90922309, + "Creatinine_Level": 0.600850929, + "LDH_Level": 136.3222665, + "Calcium_Level": 8.291639678, + "Phosphorus_Level": 4.181700792, + "Glucose_Level": 125.1055337, + "Potassium_Level": 3.786981112, + "Sodium_Level": 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"Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 11.47191015, + "White_Blood_Cell_Count": 9.087639327, + "Platelet_Count": 299.9890974, + "Albumin_Level": 4.37937721, + "Alkaline_Phosphatase_Level": 87.9849544, + "Alanine_Aminotransferase_Level": 14.74613864, + "Aspartate_Aminotransferase_Level": 18.92326413, + "Creatinine_Level": 1.06392226, + "LDH_Level": 230.8586979, + "Calcium_Level": 9.13953686, + "Phosphorus_Level": 2.584686146, + "Glucose_Level": 84.96636116, + "Potassium_Level": 3.987030462, + "Sodium_Level": 135.1725292, + "Smoking_Pack_Years": 18.91602853 + }, + { + "Age": 60, + "Gender": "Female", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 59.30147936, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage III", + "Treatment": "Radiation Therapy", + "Survival_Months": 2, + "Ethnicity": "African American", + "Insurance_Type": "Medicaid", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "Yes", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "No", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 159, + "Blood_Pressure_Diastolic": 95, + "Blood_Pressure_Pulse": 96, + "Hemoglobin_Level": 16.23425714, + "White_Blood_Cell_Count": 3.844777923, + "Platelet_Count": 360.4330404, + "Albumin_Level": 3.837212759, + "Alkaline_Phosphatase_Level": 97.26051794, + "Alanine_Aminotransferase_Level": 15.62293814, + "Aspartate_Aminotransferase_Level": 35.0592476, + "Creatinine_Level": 0.97462139, + "LDH_Level": 109.8847539, + "Calcium_Level": 9.763150494, + "Phosphorus_Level": 4.522366065, + "Glucose_Level": 96.68819738, + "Potassium_Level": 3.703932672, + "Sodium_Level": 136.235068, + "Smoking_Pack_Years": 32.91864323 + }, + { + "Age": 37, + "Gender": "Female", + "Smoking_History": "Never Smoked", + "Tumor_Size_mm": 71.45386108, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage 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"Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 63, + "Hemoglobin_Level": 17.06694205, + "White_Blood_Cell_Count": 5.523383875, + "Platelet_Count": 194.3920875, + "Albumin_Level": 3.562061525, + "Alkaline_Phosphatase_Level": 53.17906691, + "Alanine_Aminotransferase_Level": 33.58468082, + "Aspartate_Aminotransferase_Level": 31.75250795, + "Creatinine_Level": 1.262555565, + "LDH_Level": 218.401733, + "Calcium_Level": 8.644958598, + "Phosphorus_Level": 4.296894134, + "Glucose_Level": 100.0712006, + "Potassium_Level": 3.5736286, + "Sodium_Level": 140.7657622, + "Smoking_Pack_Years": 16.3164974 + }, + { + "Age": 45, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 91.27940962, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 16, + "Ethnicity": "Caucasian", + "Insurance_Type": "Private", + "Family_History": "No", + "Comorbidity_Diabetes": "No", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "No", + "Performance_Status": 3, + "Blood_Pressure_Systolic": 136, + "Blood_Pressure_Diastolic": 65, + "Blood_Pressure_Pulse": 60, + "Hemoglobin_Level": 10.29106952, + "White_Blood_Cell_Count": 5.424875631, + "Platelet_Count": 357.1808965, + "Albumin_Level": 3.939469528, + "Alkaline_Phosphatase_Level": 115.5063103, + "Alanine_Aminotransferase_Level": 21.21870924, + "Aspartate_Aminotransferase_Level": 37.64287764, + "Creatinine_Level": 1.469664826, + "LDH_Level": 203.209056, + "Calcium_Level": 9.011784452, + "Phosphorus_Level": 3.08390116, + "Glucose_Level": 121.5882099, + "Potassium_Level": 3.874260759, + "Sodium_Level": 138.004367, + "Smoking_Pack_Years": 8.877172504 + }, + { + "Age": 31, + "Gender": "Male", + "Smoking_History": "Current Smoker", + "Tumor_Size_mm": 45.13904754, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage IV", + "Treatment": "Radiation Therapy", + "Survival_Months": 81, + "Ethnicity": "Asian", + "Insurance_Type": "Other", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "Yes", + "Comorbidity_Autoimmune_Disease": "No", + "Comorbidity_Other": "Yes", + "Performance_Status": 4, + "Blood_Pressure_Systolic": 157, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 83, + "Hemoglobin_Level": 14.01744798, + "White_Blood_Cell_Count": 8.688169478, + "Platelet_Count": 448.5884794, + "Albumin_Level": 4.367992898, + "Alkaline_Phosphatase_Level": 67.91240643, + "Alanine_Aminotransferase_Level": 6.439686702, + "Aspartate_Aminotransferase_Level": 45.74745972, + "Creatinine_Level": 1.432533309, + "LDH_Level": 245.0955657, + "Calcium_Level": 10.19207252, + "Phosphorus_Level": 4.571803234, + "Glucose_Level": 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"Alanine_Aminotransferase_Level": 6.974531041, + "Aspartate_Aminotransferase_Level": 20.98255305, + "Creatinine_Level": 0.855959933, + "LDH_Level": 214.7939178, + "Calcium_Level": 9.617542788, + "Phosphorus_Level": 4.877552035, + "Glucose_Level": 129.4143063, + "Potassium_Level": 3.730363327, + "Sodium_Level": 138.8139526, + "Smoking_Pack_Years": 26.89364799 + }, + { + "Age": 47, + "Gender": "Female", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 45.77035786, + "Tumor_Location": "Middle Lobe", + "Stage": "Stage I", + "Treatment": "Radiation Therapy", + "Survival_Months": 26, + "Ethnicity": "African American", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "No", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "No", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 2, + "Blood_Pressure_Systolic": 156, + "Blood_Pressure_Diastolic": 102, + "Blood_Pressure_Pulse": 97, + "Hemoglobin_Level": 14.11149784, + "White_Blood_Cell_Count": 9.096300793, + "Platelet_Count": 163.9575665, + "Albumin_Level": 3.663111091, + "Alkaline_Phosphatase_Level": 62.15420364, + "Alanine_Aminotransferase_Level": 21.81736529, + "Aspartate_Aminotransferase_Level": 43.45724594, + "Creatinine_Level": 0.82451572, + "LDH_Level": 138.9475882, + "Calcium_Level": 8.239170037, + "Phosphorus_Level": 2.885528735, + "Glucose_Level": 127.647028, + "Potassium_Level": 3.79993159, + "Sodium_Level": 139.7061113, + "Smoking_Pack_Years": 26.38760161 + }, + { + "Age": 64, + "Gender": "Male", + "Smoking_History": "Former Smoker", + "Tumor_Size_mm": 13.46091189, + "Tumor_Location": "Upper Lobe", + "Stage": "Stage I", + "Treatment": "Chemotherapy", + "Survival_Months": 1, + "Ethnicity": "Other", + "Insurance_Type": "Medicare", + "Family_History": "No", + "Comorbidity_Diabetes": "Yes", + "Comorbidity_Hypertension": "Yes", + "Comorbidity_Heart_Disease": "No", + "Comorbidity_Chronic_Lung_Disease": "Yes", + "Comorbidity_Kidney_Disease": "No", + "Comorbidity_Autoimmune_Disease": "Yes", + "Comorbidity_Other": "Yes", + "Performance_Status": 1, + "Blood_Pressure_Systolic": 114, + "Blood_Pressure_Diastolic": 76, + "Blood_Pressure_Pulse": 65, + "Hemoglobin_Level": 14.97058244, + "White_Blood_Cell_Count": 3.507364792, + "Platelet_Count": 390.2221157, + "Albumin_Level": 3.400718634, + "Alkaline_Phosphatase_Level": 100.9270837, + "Alanine_Aminotransferase_Level": 13.47311303, + "Aspartate_Aminotransferase_Level": 37.58816703, + "Creatinine_Level": 0.652502774, + "LDH_Level": 166.0115396, + "Calcium_Level": 9.467377828, + "Phosphorus_Level": 3.432122792, + "Glucose_Level": 114.7342849, + "Potassium_Level": 4.68858807, + "Sodium_Level": 135.2237019, + "Smoking_Pack_Years": 37.97254024 + } +] + +module.exports ={ + sampleData +} \ No newline at end of file diff --git a/New_APIs/Lung_Cancer_Survival_Months_Predictor/index.js b/New_APIs/Lung_Cancer_Survival_Months_Predictor/index.js new file mode 100644 index 0000000..e5a99c3 --- /dev/null +++ b/New_APIs/Lung_Cancer_Survival_Months_Predictor/index.js @@ -0,0 +1,159 @@ +const express = require('express') +const { sampleData } = require('./data.js'); + +console.log("Server will start running once the model gets train"); + +const app = express() +app.use(express.json()) + +class LinearRegression { + constructor(learningRate = 0.01, epochs = 1000) { + this.learningRate = learningRate; + this.epochs = epochs; + this.weights = null; + this.bias = 0; + } + + train(X, y) { + const m = X.length; + const n = X[0].length; + this.weights = new Array(n).fill(0); + + for (let epoch = 0; epoch < this.epochs; epoch++) { + let predictions = X.map((row, i) => this.predictSingle(row)); + let errors = predictions.map((pred, i) => pred - y[i]); + + // Update weights and bias + for (let j = 0; j < n; j++) { + let gradient = errors.reduce((sum, err, i) => sum + err * X[i][j], 0) / m; + this.weights[j] -= this.learningRate * gradient; + } + + let biasGradient = errors.reduce((sum, err) => sum + err, 0) / m; + this.bias -= this.learningRate * biasGradient; + } + } + + predictSingle(row) { + let prediction = row.reduce((sum, value, i) => sum + value * this.weights[i], this.bias); + return prediction; + } + + predict(X) { + return X.map(row => this.predictSingle(row)); + } + } + + function preprocessData(data) { + // Normalize numerical data (this is a simple example, real preprocessing would be more complex) + return data.map(record => ([ + record.Age / 100, + record.Gender === 'Male' ? 1 : 0, + record.Tumor_Size_mm / 100, + record.Stage === 'Stage III' ? 1 : 0, + record.Comorbidity_Diabetes === 'Yes' ? 1 : 0, + record.Comorbidity_Hypertension === 'Yes' ? 1 : 0, + record.Comorbidity_Heart_Disease === 'Yes' ? 1 : 0, + record.Performance_Status / 10, + record.Blood_Pressure_Systolic / 200, + record.Blood_Pressure_Diastolic / 120, + record.Glucose_Level / 200, + record.Smoking_Pack_Years / 50 + ])); + } + + // Function to split data into training and test sets + function splitData(data, target, testRatio) { + const testSize = Math.floor(data.length * testRatio); + const indices = Array.from({ length: data.length }, (_, i) => i); + indices.sort(() => Math.random() - 0.5); + + const trainData = indices.slice(testSize).map(i => data[i]); + const testData = indices.slice(0, testSize).map(i => data[i]); + const trainTarget = indices.slice(testSize).map(i => target[i]); + const testTarget = indices.slice(0, testSize).map(i => target[i]); + + return { trainData, testData, trainTarget, testTarget }; + } + + // Target variable + const target = sampleData.map(record => record.Survival_Months / 100); + + // Preprocess the sample data + const processedData = preprocessData(sampleData); + + // Split the data into training and test sets + const { trainData, testData, trainTarget, testTarget } = splitData(processedData, target, 0.2); + + // Train the model + const model = new LinearRegression(); + model.train(trainData, trainTarget); + + // Evaluate the model on the test set + const testPredictions = model.predict(testData); + const testErrors = testPredictions.map((pred, i) => pred - testTarget[i]); + const mse = testErrors.reduce((sum, err) => sum + err * err, 0) / testErrors.length; + console.log('Mean Squared Error on Test Set:', mse); + + const PORT = process.env.PORT||3000; + + app.listen(PORT,()=>{ + console.log("Server is running"); + }) + + app.post('/predict',(request,response)=>{ + const {body} = request; + if(!body){ + return response.status(400).send({ + msg:"Data body is required", + sampleDataBody:{ + "age": 68, + "gender": "Male", + "tumorSizeMM": 81.67867748, + "stage": "Stage III", + "isDiabities": "Yes", + "isHyperTension": "Yes", + "isHeartDisease": "Yes", + "performanceStatus": 3, + "bloodPressureSystolic": 161, + "bloodPressureDiastolic": 99, + "glucoseLevel": 113.9192425, + "smockingPacksPerYear": 17.00695611 + } + }); + }else{ + const { + age, + gender, + tumorSizeMM, + stage, + isDiabities, + isHyperTension, + isHeartDisease, + performanceStatus, + bloodPressureSystolic, + bloodPressureDiastolic, + glucoseLevel, + smockingPacksPerYear + } = body; + const newSample = { + "Age": age, + "Gender": gender, + "Tumor_Size_mm": tumorSizeMM, + "Stage": stage, + "Comorbidity_Diabetes": isDiabities, + "Comorbidity_Hypertension": isHyperTension, + "Comorbidity_Heart_Disease": isHeartDisease, + "Performance_Status": performanceStatus, + "Blood_Pressure_Systolic": bloodPressureSystolic, + "Blood_Pressure_Diastolic": bloodPressureDiastolic, + "Glucose_Level": glucoseLevel, + "Smoking_Pack_Years": smockingPacksPerYear + }; + + const newProcessedData = preprocessData([newSample]); + const prediction = model.predict(newProcessedData); + console.log('Prediction (Survival Months, denormalized):', prediction[0]*100); + return response.status(200).send({survivalMonths:prediction[0]*100}); + } + }) \ No newline at end of file diff --git a/New_APIs/Lung_Cancer_Survival_Months_Predictor/package-lock.json b/New_APIs/Lung_Cancer_Survival_Months_Predictor/package-lock.json new file mode 100644 index 0000000..b9988fc --- /dev/null +++ b/New_APIs/Lung_Cancer_Survival_Months_Predictor/package-lock.json @@ -0,0 +1,3686 @@ +{ + "name": "LungCancerPred", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "dependencies": { + "@tensorflow/tfjs": "^4.20.0", + "@tensorflow/tfjs-core": "^4.20.0", + "@tensorflow/tfjs-node": "3.1.0", + "express": "^4.19.2", + "fs": "^0.0.1-security" + } + }, + "node_modules/@tensorflow/tfjs": { + "version": "4.20.0", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-4.20.0.tgz", + "integrity": "sha512-+ZLfJq2jyIOE2/+yKPoyD/gfy3RZypbfMrlzvBDgodTK5jnexprihhX38hxilh9HPWvWQXJqiUjKJP5ECCikrw==", + "dependencies": { + "@tensorflow/tfjs-backend-cpu": "4.20.0", + 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